warning: commands will be executed using /bin/sh
job 3008 at Tue Mar 25 14:16:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140319/YutaMouse20-140319/YutaMouse20-140319
ElecNo	5
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 2049847 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 683282 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 36062 members 
Mstep: Class 3 contains 36004 members 
Mstep: Class 4 contains 35763 members 
Mstep: Class 5 contains 35676 members 
Mstep: Class 6 contains 35980 members 
Mstep: Class 7 contains 35665 members 
Mstep: Class 8 contains 36167 members 
Mstep: Class 9 contains 35784 members 
Mstep: Class 10 contains 36146 members 
Mstep: Class 11 contains 35908 members 
Mstep: Class 12 contains 35664 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 36274 members 
Mstep: Class 15 contains 36222 members 
Mstep: Class 16 contains 36027 members 
Mstep: Class 17 contains 35996 members 
Mstep: Class 18 contains 35983 members 
Mstep: Class 19 contains 35725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 593.819336 but Gain 3331.796875
Score: -77010592.000000 Penalty: 59972.335938
Iteration 0F: 19 clusters Score -7.701059e+07 nChanged 641281
Entering Unmasked Mstep 
Mstep: Class 0 contains 1735 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 38942 members 
Mstep: Class 3 contains 34159 members 
Mstep: Class 4 contains 49800 members 
Mstep: Class 5 contains 26595 members 
Mstep: Class 6 contains 7218 members 
Mstep: Class 7 contains 34446 members 
Mstep: Class 8 contains 52429 members 
Mstep: Class 9 contains 81896 members 
Mstep: Class 10 contains 56660 members 
Mstep: Class 11 contains 32903 members 
Mstep: Class 12 contains 15730 members 
Mstep: Class 13 contains 29258 members 
Mstep: Class 14 contains 12859 members 
Mstep: Class 16 contains 9940 members 
Mstep: Class 17 contains 85541 members 
Mstep: Class 18 contains 18184 members 
Mstep: Class 19 contains 49877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79007632.000000 Penalty: 59972.335938
Iteration 1F: 19 clusters Score -7.900763e+07 nChanged 217043
Entering Unmasked Mstep 
Mstep: Class 0 contains 476 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 28598 members 
Mstep: Class 3 contains 29900 members 
Mstep: Class 4 contains 44218 members 
Mstep: Class 5 contains 23105 members 
Mstep: Class 6 contains 4609 members 
Mstep: Class 7 contains 24689 members 
Mstep: Class 8 contains 62225 members 
Mstep: Class 9 contains 107834 members 
Mstep: Class 10 contains 65292 members 
Mstep: Class 11 contains 25711 members 
Mstep: Class 12 contains 12484 members 
Mstep: Class 13 contains 25289 members 
Mstep: Class 14 contains 6225 members 
Mstep: Class 16 contains 12599 members 
Mstep: Class 17 contains 112895 members 
Mstep: Class 18 contains 13509 members 
Mstep: Class 19 contains 45110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2789.160889 but Gain 3331.796875
Score: -79394856.000000 Penalty: 56640.539062
Iteration 2F: 18 clusters Score -7.939486e+07 nChanged 159033
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 20299 members 
Mstep: Class 3 contains 25399 members 
Mstep: Class 4 contains 48615 members 
Mstep: Class 5 contains 17910 members 
Mstep: Class 6 contains 3087 members 
Mstep: Class 7 contains 21157 members 
Mstep: Class 8 contains 63792 members 
Mstep: Class 9 contains 128173 members 
Mstep: Class 10 contains 67610 members 
Mstep: Class 11 contains 20138 members 
Mstep: Class 12 contains 11811 members 
Mstep: Class 13 contains 24482 members 
Mstep: Class 16 contains 14098 members 
Mstep: Class 17 contains 132530 members 
Mstep: Class 18 contains 10554 members 
Mstep: Class 19 contains 43387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79598560.000000 Penalty: 56640.539062
Iteration 3F: 18 clusters Score -7.959856e+07 nChanged 121485
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 12984 members 
Mstep: Class 3 contains 19682 members 
Mstep: Class 4 contains 56538 members 
Mstep: Class 5 contains 12760 members 
Mstep: Class 6 contains 2906 members 
Mstep: Class 7 contains 19226 members 
Mstep: Class 8 contains 60533 members 
Mstep: Class 9 contains 145910 members 
Mstep: Class 10 contains 65128 members 
Mstep: Class 11 contains 14746 members 
Mstep: Class 12 contains 12145 members 
Mstep: Class 13 contains 26128 members 
Mstep: Class 16 contains 14416 members 
Mstep: Class 17 contains 147768 members 
Mstep: Class 18 contains 8172 members 
Mstep: Class 19 contains 42997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79711944.000000 Penalty: 56640.539062
Iteration 4F: 18 clusters Score -7.971194e+07 nChanged 97909
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 8645 members 
Mstep: Class 3 contains 14107 members 
Mstep: Class 4 contains 64383 members 
Mstep: Class 5 contains 8684 members 
Mstep: Class 6 contains 2798 members 
Mstep: Class 7 contains 16928 members 
Mstep: Class 8 contains 56125 members 
Mstep: Class 9 contains 163476 members 
Mstep: Class 10 contains 60860 members 
Mstep: Class 11 contains 10674 members 
Mstep: Class 12 contains 13782 members 
Mstep: Class 13 contains 28338 members 
Mstep: Class 16 contains 13649 members 
Mstep: Class 17 contains 160458 members 
Mstep: Class 18 contains 6290 members 
Mstep: Class 19 contains 40389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79785656.000000 Penalty: 56640.539062
Iteration 5F: 18 clusters Score -7.978566e+07 nChanged 81667
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 5837 members 
Mstep: Class 3 contains 9310 members 
Mstep: Class 4 contains 71043 members 
Mstep: Class 5 contains 5851 members 
Mstep: Class 6 contains 2730 members 
Mstep: Class 7 contains 14435 members 
Mstep: Class 8 contains 51954 members 
Mstep: Class 9 contains 179501 members 
Mstep: Class 10 contains 56241 members 
Mstep: Class 11 contains 7883 members 
Mstep: Class 12 contains 15886 members 
Mstep: Class 13 contains 30371 members 
Mstep: Class 16 contains 12708 members 
Mstep: Class 17 contains 169457 members 
Mstep: Class 18 contains 4935 members 
Mstep: Class 19 contains 36869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79841504.000000 Penalty: 56640.539062
Iteration 6F: 18 clusters Score -7.98415e+07 nChanged 69145
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3992 members 
Mstep: Class 3 contains 5866 members 
Mstep: Class 4 contains 75634 members 
Mstep: Class 5 contains 4087 members 
Mstep: Class 6 contains 2651 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 48964 members 
Mstep: Class 9 contains 192811 members 
Mstep: Class 10 contains 52351 members 
Mstep: Class 11 contains 6096 members 
Mstep: Class 12 contains 17830 members 
Mstep: Class 13 contains 31788 members 
Mstep: Class 16 contains 12156 members 
Mstep: Class 17 contains 174671 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 33462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2884.904541 but Gain 3331.796875
Score: -79887288.000000 Penalty: 53308.742188
Iteration 7F: 17 clusters Score -7.988729e+07 nChanged 61675
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 2996 members 
Mstep: Class 3 contains 3906 members 
Mstep: Class 4 contains 78203 members 
Mstep: Class 5 contains 2993 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 10068 members 
Mstep: Class 8 contains 46860 members 
Mstep: Class 9 contains 204300 members 
Mstep: Class 10 contains 49515 members 
Mstep: Class 11 contains 4957 members 
Mstep: Class 12 contains 19582 members 
Mstep: Class 13 contains 33564 members 
Mstep: Class 16 contains 11929 members 
Mstep: Class 17 contains 177848 members 
Mstep: Class 18 contains 3310 members 
Mstep: Class 19 contains 30644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2686.284912 but Gain 3331.796875
Score: -79930904.000000 Penalty: 49976.945312
Iteration 8F: 16 clusters Score -7.99309e+07 nChanged 52739
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 2491 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 78601 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 7 contains 8569 members 
Mstep: Class 8 contains 44523 members 
Mstep: Class 9 contains 213948 members 
Mstep: Class 10 contains 47513 members 
Mstep: Class 11 contains 4305 members 
Mstep: Class 12 contains 21219 members 
Mstep: Class 13 contains 33928 members 
Mstep: Class 16 contains 11847 members 
Mstep: Class 17 contains 179890 members 
Mstep: Class 18 contains 2888 members 
Mstep: Class 19 contains 28259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79960384.000000 Penalty: 49976.945312
Iteration 9F: 16 clusters Score -7.996038e+07 nChanged 42573
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 2260 members 
Mstep: Class 3 contains 2152 members 
Mstep: Class 4 contains 78332 members 
Mstep: Class 6 contains 2491 members 
Mstep: Class 7 contains 7365 members 
Mstep: Class 8 contains 42244 members 
Mstep: Class 9 contains 220039 members 
Mstep: Class 10 contains 45198 members 
Mstep: Class 11 contains 3919 members 
Mstep: Class 12 contains 22426 members 
Mstep: Class 13 contains 34047 members 
Mstep: Class 16 contains 11801 members 
Mstep: Class 17 contains 181892 members 
Mstep: Class 18 contains 2624 members 
Mstep: Class 19 contains 26444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79975192.000000 Penalty: 49976.945312
Iteration 10F: 16 clusters Score -7.997519e+07 nChanged 34598
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 2208 members 
Mstep: Class 3 contains 1882 members 
Mstep: Class 4 contains 77967 members 
Mstep: Class 6 contains 2492 members 
Mstep: Class 7 contains 6503 members 
Mstep: Class 8 contains 40317 members 
Mstep: Class 9 contains 222388 members 
Mstep: Class 10 contains 43011 members 
Mstep: Class 11 contains 3803 members 
Mstep: Class 12 contains 23496 members 
Mstep: Class 13 contains 34028 members 
Mstep: Class 16 contains 11734 members 
Mstep: Class 17 contains 185793 members 
Mstep: Class 18 contains 2489 members 
Mstep: Class 19 contains 25123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79983736.000000 Penalty: 49976.945312
Iteration 11F: 16 clusters Score -7.998374e+07 nChanged 26628
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 2273 members 
Mstep: Class 3 contains 1806 members 
Mstep: Class 4 contains 77908 members 
Mstep: Class 6 contains 2494 members 
Mstep: Class 7 contains 5994 members 
Mstep: Class 8 contains 38901 members 
Mstep: Class 9 contains 221306 members 
Mstep: Class 10 contains 40953 members 
Mstep: Class 11 contains 3835 members 
Mstep: Class 12 contains 24518 members 
Mstep: Class 13 contains 34024 members 
Mstep: Class 16 contains 11660 members 
Mstep: Class 17 contains 190978 members 
Mstep: Class 18 contains 2440 members 
Mstep: Class 19 contains 24144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79990760.000000 Penalty: 49976.945312
Iteration 12Q: 16 clusters Score -7.999076e+07 nChanged 20432
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 2254 members 
Mstep: Class 3 contains 1839 members 
Mstep: Class 4 contains 77946 members 
Mstep: Class 6 contains 2494 members 
Mstep: Class 7 contains 5657 members 
Mstep: Class 8 contains 37782 members 
Mstep: Class 9 contains 217772 members 
Mstep: Class 10 contains 38954 members 
Mstep: Class 11 contains 3959 members 
Mstep: Class 12 contains 25427 members 
Mstep: Class 13 contains 34069 members 
Mstep: Class 16 contains 11580 members 
Mstep: Class 17 contains 197518 members 
Mstep: Class 18 contains 2423 members 
Mstep: Class 19 contains 23561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79996472.000000 Penalty: 49976.945312
Iteration 13Q: 16 clusters Score -7.999647e+07 nChanged 17172
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 1912 members 
Mstep: Class 4 contains 77930 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 5434 members 
Mstep: Class 8 contains 36713 members 
Mstep: Class 9 contains 212560 members 
Mstep: Class 10 contains 36871 members 
Mstep: Class 11 contains 4092 members 
Mstep: Class 12 contains 26234 members 
Mstep: Class 13 contains 34012 members 
Mstep: Class 16 contains 11488 members 
Mstep: Class 17 contains 205660 members 
Mstep: Class 18 contains 2401 members 
Mstep: Class 19 contains 23170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80001552.000000 Penalty: 49976.945312
Iteration 14Q: 16 clusters Score -8.000155e+07 nChanged 16282
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 2284 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 77709 members 
Mstep: Class 6 contains 2500 members 
Mstep: Class 7 contains 5253 members 
Mstep: Class 8 contains 35713 members 
Mstep: Class 9 contains 206860 members 
Mstep: Class 10 contains 34455 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 26997 members 
Mstep: Class 13 contains 33925 members 
Mstep: Class 16 contains 11425 members 
Mstep: Class 17 contains 214644 members 
Mstep: Class 18 contains 2402 members 
Mstep: Class 19 contains 22865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80005000.000000 Penalty: 49976.945312
Iteration 15Q: 16 clusters Score -8.0005e+07 nChanged 16176
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 2287 members 
Mstep: Class 3 contains 2095 members 
Mstep: Class 4 contains 77377 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 5126 members 
Mstep: Class 8 contains 34840 members 
Mstep: Class 9 contains 201283 members 
Mstep: Class 10 contains 32067 members 
Mstep: Class 11 contains 4306 members 
Mstep: Class 12 contains 27710 members 
Mstep: Class 13 contains 33806 members 
Mstep: Class 16 contains 11384 members 
Mstep: Class 17 contains 223411 members 
Mstep: Class 18 contains 2419 members 
Mstep: Class 19 contains 22621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80004848.000000 Penalty: 49976.945312
Iteration 16Q: 16 clusters Score -8.000485e+07 nChanged 16878
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 2296 members 
Mstep: Class 3 contains 2184 members 
Mstep: Class 4 contains 77081 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 5040 members 
Mstep: Class 8 contains 34278 members 
Mstep: Class 9 contains 196742 members 
Mstep: Class 10 contains 29875 members 
Mstep: Class 11 contains 4439 members 
Mstep: Class 12 contains 28397 members 
Mstep: Class 13 contains 33728 members 
Mstep: Class 16 contains 11330 members 
Mstep: Class 17 contains 230461 members 
Mstep: Class 18 contains 2471 members 
Mstep: Class 19 contains 22410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80003112.000000 Penalty: 49976.945312
Iteration 17Q: 16 clusters Score -8.000311e+07 nChanged 17475
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 2303 members 
Mstep: Class 3 contains 2283 members 
Mstep: Class 4 contains 76816 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 4973 members 
Mstep: Class 8 contains 34084 members 
Mstep: Class 9 contains 193879 members 
Mstep: Class 10 contains 27972 members 
Mstep: Class 11 contains 4564 members 
Mstep: Class 12 contains 29086 members 
Mstep: Class 13 contains 33681 members 
Mstep: Class 16 contains 11265 members 
Mstep: Class 17 contains 235031 members 
Mstep: Class 18 contains 2530 members 
Mstep: Class 19 contains 22263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80001208.000000 Penalty: 49976.945312
Iteration 18Q: 16 clusters Score -8.000121e+07 nChanged 17558
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 2309 members 
Mstep: Class 3 contains 2419 members 
Mstep: Class 4 contains 76573 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 4910 members 
Mstep: Class 8 contains 34097 members 
Mstep: Class 9 contains 192509 members 
Mstep: Class 10 contains 26296 members 
Mstep: Class 11 contains 4796 members 
Mstep: Class 12 contains 29771 members 
Mstep: Class 13 contains 33728 members 
Mstep: Class 16 contains 11196 members 
Mstep: Class 17 contains 237381 members 
Mstep: Class 18 contains 2597 members 
Mstep: Class 19 contains 22147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80000976.000000 Penalty: 49976.945312
Iteration 19Q: 16 clusters Score -8.000098e+07 nChanged 16602
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 2302 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 76295 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 4868 members 
Mstep: Class 8 contains 34334 members 
Mstep: Class 9 contains 192205 members 
Mstep: Class 10 contains 24797 members 
Mstep: Class 11 contains 5066 members 
Mstep: Class 12 contains 30452 members 
Mstep: Class 13 contains 33810 members 
Mstep: Class 16 contains 11140 members 
Mstep: Class 17 contains 238145 members 
Mstep: Class 18 contains 2661 members 
Mstep: Class 19 contains 22065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80001072.000000 Penalty: 49976.945312
Iteration 20F: 16 clusters Score -8.000107e+07 nChanged 15050
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 2291 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 76054 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 4815 members 
Mstep: Class 8 contains 34679 members 
Mstep: Class 9 contains 192536 members 
Mstep: Class 10 contains 23493 members 
Mstep: Class 11 contains 5429 members 
Mstep: Class 12 contains 31105 members 
Mstep: Class 13 contains 33921 members 
Mstep: Class 16 contains 11086 members 
Mstep: Class 17 contains 237847 members 
Mstep: Class 18 contains 2723 members 
Mstep: Class 19 contains 21997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80001944.000000 Penalty: 49976.945312
Iteration 21Q: 16 clusters Score -8.000194e+07 nChanged 13374
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 2289 members 
Mstep: Class 3 contains 2935 members 
Mstep: Class 4 contains 75753 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 4719 members 
Mstep: Class 8 contains 35070 members 
Mstep: Class 9 contains 193225 members 
Mstep: Class 10 contains 22409 members 
Mstep: Class 11 contains 5905 members 
Mstep: Class 12 contains 31694 members 
Mstep: Class 13 contains 34045 members 
Mstep: Class 16 contains 11030 members 
Mstep: Class 17 contains 236917 members 
Mstep: Class 18 contains 2784 members 
Mstep: Class 19 contains 21957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80003016.000000 Penalty: 49976.945312
Iteration 22Q: 16 clusters Score -8.000302e+07 nChanged 11679
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 2291 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 75372 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 4593 members 
Mstep: Class 8 contains 35493 members 
Mstep: Class 9 contains 194439 members 
Mstep: Class 10 contains 21409 members 
Mstep: Class 11 contains 6398 members 
Mstep: Class 12 contains 32227 members 
Mstep: Class 13 contains 34122 members 
Mstep: Class 16 contains 10972 members 
Mstep: Class 17 contains 235563 members 
Mstep: Class 18 contains 2849 members 
Mstep: Class 19 contains 21919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80004712.000000 Penalty: 49976.945312
Iteration 23Q: 16 clusters Score -8.000471e+07 nChanged 10301
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 2293 members 
Mstep: Class 3 contains 3211 members 
Mstep: Class 4 contains 74941 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 35884 members 
Mstep: Class 9 contains 196193 members 
Mstep: Class 10 contains 20484 members 
Mstep: Class 11 contains 6871 members 
Mstep: Class 12 contains 32649 members 
Mstep: Class 13 contains 34169 members 
Mstep: Class 16 contains 10917 members 
Mstep: Class 17 contains 233833 members 
Mstep: Class 18 contains 2912 members 
Mstep: Class 19 contains 21894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80006912.000000 Penalty: 49976.945312
Iteration 24Q: 16 clusters Score -8.000691e+07 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 2291 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 74447 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 4337 members 
Mstep: Class 8 contains 36289 members 
Mstep: Class 9 contains 198292 members 
Mstep: Class 10 contains 19636 members 
Mstep: Class 11 contains 7406 members 
Mstep: Class 12 contains 32933 members 
Mstep: Class 13 contains 34197 members 
Mstep: Class 16 contains 10861 members 
Mstep: Class 17 contains 231857 members 
Mstep: Class 18 contains 2975 members 
Mstep: Class 19 contains 21870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80009192.000000 Penalty: 49976.945312
Iteration 25Q: 16 clusters Score -8.000919e+07 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 2287 members 
Mstep: Class 3 contains 3448 members 
Mstep: Class 4 contains 73882 members 
Mstep: Class 6 contains 2506 members 
Mstep: Class 7 contains 4200 members 
Mstep: Class 8 contains 36661 members 
Mstep: Class 9 contains 200562 members 
Mstep: Class 10 contains 18891 members 
Mstep: Class 11 contains 7955 members 
Mstep: Class 12 contains 33145 members 
Mstep: Class 13 contains 34211 members 
Mstep: Class 16 contains 10799 members 
Mstep: Class 17 contains 229776 members 
Mstep: Class 18 contains 3056 members 
Mstep: Class 19 contains 21857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80011560.000000 Penalty: 49976.945312
Iteration 26Q: 16 clusters Score -8.001156e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 2291 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 73235 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 4059 members 
Mstep: Class 8 contains 36989 members 
Mstep: Class 9 contains 202800 members 
Mstep: Class 10 contains 18233 members 
Mstep: Class 11 contains 8540 members 
Mstep: Class 12 contains 33267 members 
Mstep: Class 13 contains 34227 members 
Mstep: Class 16 contains 10733 members 
Mstep: Class 17 contains 227794 members 
Mstep: Class 18 contains 3172 members 
Mstep: Class 19 contains 21854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80013960.000000 Penalty: 49976.945312
Iteration 27Q: 16 clusters Score -8.001396e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 2288 members 
Mstep: Class 3 contains 3602 members 
Mstep: Class 4 contains 72589 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 3944 members 
Mstep: Class 8 contains 37238 members 
Mstep: Class 9 contains 204886 members 
Mstep: Class 10 contains 17642 members 
Mstep: Class 11 contains 9135 members 
Mstep: Class 12 contains 33341 members 
Mstep: Class 13 contains 34238 members 
Mstep: Class 16 contains 10649 members 
Mstep: Class 17 contains 226030 members 
Mstep: Class 18 contains 3296 members 
Mstep: Class 19 contains 21851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80016368.000000 Penalty: 49976.945312
Iteration 28Q: 16 clusters Score -8.001637e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 2280 members 
Mstep: Class 3 contains 3635 members 
Mstep: Class 4 contains 71911 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 3821 members 
Mstep: Class 8 contains 37365 members 
Mstep: Class 9 contains 206798 members 
Mstep: Class 10 contains 17120 members 
Mstep: Class 11 contains 9719 members 
Mstep: Class 12 contains 33384 members 
Mstep: Class 13 contains 34210 members 
Mstep: Class 16 contains 10561 members 
Mstep: Class 17 contains 224621 members 
Mstep: Class 18 contains 3442 members 
Mstep: Class 19 contains 21860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80018680.000000 Penalty: 49976.945312
Iteration 29Q: 16 clusters Score -8.001868e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 2280 members 
Mstep: Class 3 contains 3675 members 
Mstep: Class 4 contains 71195 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 3727 members 
Mstep: Class 8 contains 37445 members 
Mstep: Class 9 contains 208585 members 
Mstep: Class 10 contains 16679 members 
Mstep: Class 11 contains 10314 members 
Mstep: Class 12 contains 33381 members 
Mstep: Class 13 contains 34187 members 
Mstep: Class 16 contains 10471 members 
Mstep: Class 17 contains 223332 members 
Mstep: Class 18 contains 3580 members 
Mstep: Class 19 contains 21872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80020608.000000 Penalty: 49976.945312
Iteration 30Q: 16 clusters Score -8.002061e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 2281 members 
Mstep: Class 3 contains 3721 members 
Mstep: Class 4 contains 70440 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 37476 members 
Mstep: Class 9 contains 210108 members 
Mstep: Class 10 contains 16306 members 
Mstep: Class 11 contains 10916 members 
Mstep: Class 12 contains 33360 members 
Mstep: Class 13 contains 34167 members 
Mstep: Class 16 contains 10392 members 
Mstep: Class 17 contains 222349 members 
Mstep: Class 18 contains 3685 members 
Mstep: Class 19 contains 21885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80022144.000000 Penalty: 49976.945312
Iteration 31Q: 16 clusters Score -8.002214e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 2282 members 
Mstep: Class 3 contains 3756 members 
Mstep: Class 4 contains 69699 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 8 contains 37463 members 
Mstep: Class 9 contains 211312 members 
Mstep: Class 10 contains 15993 members 
Mstep: Class 11 contains 11520 members 
Mstep: Class 12 contains 33329 members 
Mstep: Class 13 contains 34148 members 
Mstep: Class 16 contains 10301 members 
Mstep: Class 17 contains 221667 members 
Mstep: Class 18 contains 3773 members 
Mstep: Class 19 contains 21893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80023544.000000 Penalty: 49976.945312
Iteration 32Q: 16 clusters Score -8.002354e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 2283 members 
Mstep: Class 3 contains 3785 members 
Mstep: Class 4 contains 68984 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 37410 members 
Mstep: Class 9 contains 212121 members 
Mstep: Class 10 contains 15737 members 
Mstep: Class 11 contains 12157 members 
Mstep: Class 12 contains 33308 members 
Mstep: Class 13 contains 34119 members 
Mstep: Class 16 contains 10208 members 
Mstep: Class 17 contains 221271 members 
Mstep: Class 18 contains 3896 members 
Mstep: Class 19 contains 21913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80024392.000000 Penalty: 49976.945312
Iteration 33Q: 16 clusters Score -8.002439e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 2277 members 
Mstep: Class 3 contains 3810 members 
Mstep: Class 4 contains 68326 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 3490 members 
Mstep: Class 8 contains 37347 members 
Mstep: Class 9 contains 212574 members 
Mstep: Class 10 contains 15516 members 
Mstep: Class 11 contains 12769 members 
Mstep: Class 12 contains 33280 members 
Mstep: Class 13 contains 34099 members 
Mstep: Class 16 contains 10107 members 
Mstep: Class 17 contains 221213 members 
Mstep: Class 18 contains 3981 members 
Mstep: Class 19 contains 21934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80024696.000000 Penalty: 49976.945312
Iteration 34Q: 16 clusters Score -8.00247e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 2275 members 
Mstep: Class 3 contains 3828 members 
Mstep: Class 4 contains 67709 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 3484 members 
Mstep: Class 8 contains 37312 members 
Mstep: Class 9 contains 212741 members 
Mstep: Class 10 contains 15332 members 
Mstep: Class 11 contains 13390 members 
Mstep: Class 12 contains 33254 members 
Mstep: Class 13 contains 34078 members 
Mstep: Class 16 contains 10004 members 
Mstep: Class 17 contains 221333 members 
Mstep: Class 18 contains 4034 members 
Mstep: Class 19 contains 21947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025528.000000 Penalty: 49976.945312
Iteration 35Q: 16 clusters Score -8.002553e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 2273 members 
Mstep: Class 3 contains 3847 members 
Mstep: Class 4 contains 67147 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 3493 members 
Mstep: Class 8 contains 37311 members 
Mstep: Class 9 contains 212669 members 
Mstep: Class 10 contains 15154 members 
Mstep: Class 11 contains 14021 members 
Mstep: Class 12 contains 33234 members 
Mstep: Class 13 contains 34056 members 
Mstep: Class 16 contains 9917 members 
Mstep: Class 17 contains 221567 members 
Mstep: Class 18 contains 4082 members 
Mstep: Class 19 contains 21950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025896.000000 Penalty: 49976.945312
Iteration 36Q: 16 clusters Score -8.00259e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 2274 members 
Mstep: Class 3 contains 3866 members 
Mstep: Class 4 contains 66638 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 3513 members 
Mstep: Class 8 contains 37281 members 
Mstep: Class 9 contains 212424 members 
Mstep: Class 10 contains 15016 members 
Mstep: Class 11 contains 14624 members 
Mstep: Class 12 contains 33250 members 
Mstep: Class 13 contains 34037 members 
Mstep: Class 16 contains 9839 members 
Mstep: Class 17 contains 221871 members 
Mstep: Class 18 contains 4130 members 
Mstep: Class 19 contains 21958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026152.000000 Penalty: 49976.945312
Iteration 37Q: 16 clusters Score -8.002615e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 3884 members 
Mstep: Class 4 contains 66139 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 37265 members 
Mstep: Class 9 contains 212106 members 
Mstep: Class 10 contains 14897 members 
Mstep: Class 11 contains 15203 members 
Mstep: Class 12 contains 33266 members 
Mstep: Class 13 contains 34024 members 
Mstep: Class 16 contains 9750 members 
Mstep: Class 17 contains 222245 members 
Mstep: Class 18 contains 4168 members 
Mstep: Class 19 contains 21970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026536.000000 Penalty: 49976.945312
Iteration 38Q: 16 clusters Score -8.002654e+07 nChanged 3369
Entering ConstructFrom: 
Score: -80026536.000000 Penalty: 49976.945312
Entering ConstructFrom: 
Trying to split cluster 2 (2268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Entering Unmasked Estep 
Score: -255738.593750 Penalty: 1916.210083
	Iteration 0F: 2 clusters Score -255738.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -252994.390625 Penalty: 3832.420166
	Iteration 0F: 3 clusters Score -252994.4 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -253560.375000 Penalty: 3832.420166
	Iteration 1F: 3 clusters Score -253560.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -253693.812500 Penalty: 3832.420166
	Iteration 2F: 3 clusters Score -253693.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -253795.890625 Penalty: 3832.420166
	Iteration 3Q: 3 clusters Score -253795.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -253871.125000 Penalty: 3832.420166
	Iteration 4Q: 3 clusters Score -253871.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -253937.296875 Penalty: 3832.420166
	Iteration 5Q: 3 clusters Score -253937.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -254050.140625 Penalty: 3832.420166
	Iteration 6Q: 3 clusters Score -254050.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -254202.687500 Penalty: 3832.420166
	Iteration 7Q: 3 clusters Score -254202.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -254396.031250 Penalty: 3832.420166
	Iteration 8Q: 3 clusters Score -254396 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -254565.343750 Penalty: 3832.420166
	Iteration 9Q: 3 clusters Score -254565.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -254741.453125 Penalty: 3832.420166
	Iteration 10Q: 3 clusters Score -254741.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -254859.125000 Penalty: 3832.420166
	Iteration 11Q: 3 clusters Score -254859.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -254947.125000 Penalty: 3832.420166
	Iteration 12Q: 3 clusters Score -254947.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -255013.593750 Penalty: 3832.420166
	Iteration 13Q: 3 clusters Score -255013.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -255082.468750 Penalty: 3832.420166
	Iteration 14Q: 3 clusters Score -255082.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -255141.953125 Penalty: 3832.420166
	Iteration 15Q: 3 clusters Score -255142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -255188.546875 Penalty: 3832.420166
	Iteration 16Q: 3 clusters Score -255188.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -255213.968750 Penalty: 3832.420166
	Iteration 17Q: 3 clusters Score -255214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -255244.796875 Penalty: 3832.420166
	Iteration 18Q: 3 clusters Score -255244.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -255258.750000 Penalty: 3832.420166
	Iteration 19Q: 3 clusters Score -255258.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -255281.328125 Penalty: 3832.420166
	Iteration 20F: 3 clusters Score -255281.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -255298.062500 Penalty: 3832.420166
	Iteration 21Q: 3 clusters Score -255298.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -255312.250000 Penalty: 3832.420166
	Iteration 22Q: 3 clusters Score -255312.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -255326.640625 Penalty: 3832.420166
	Iteration 23Q: 3 clusters Score -255326.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -255335.062500 Penalty: 3832.420166
	Iteration 24Q: 3 clusters Score -255335.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -255343.843750 Penalty: 3832.420166
	Iteration 25Q: 3 clusters Score -255343.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -255351.812500 Penalty: 3832.420166
	Iteration 26Q: 3 clusters Score -255351.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -255367.093750 Penalty: 3832.420166
	Iteration 27Q: 3 clusters Score -255367.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -255377.593750 Penalty: 3832.420166
	Iteration 28Q: 3 clusters Score -255377.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -255384.718750 Penalty: 3832.420166
	Iteration 29Q: 3 clusters Score -255384.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -255389.593750 Penalty: 3832.420166
	Iteration 30Q: 3 clusters Score -255389.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -255392.531250 Penalty: 3832.420166
	Iteration 31Q: 3 clusters Score -255392.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -255395.343750 Penalty: 3832.420166
	Iteration 32Q: 3 clusters Score -255395.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -255395.343750 Penalty: 3832.420166
	Iteration 33F: 3 clusters Score -255395.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Entering Unmasked Estep 
Score: -473110.562500 Penalty: 2051.090088
	Iteration 0F: 2 clusters Score -473110.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -469269.343750 Penalty: 4102.180176
	Iteration 0F: 3 clusters Score -469269.3 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -470028.656250 Penalty: 4102.180176
	Iteration 1F: 3 clusters Score -470028.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -470182.812500 Penalty: 4102.180176
	Iteration 2F: 3 clusters Score -470182.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -470328.281250 Penalty: 4102.180176
	Iteration 3Q: 3 clusters Score -470328.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -470455.937500 Penalty: 4102.180176
	Iteration 4Q: 3 clusters Score -470455.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -470642.968750 Penalty: 4102.180176
	Iteration 5Q: 3 clusters Score -470643 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -470848.437500 Penalty: 4102.180176
	Iteration 6Q: 3 clusters Score -470848.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -471038.500000 Penalty: 4102.180176
	Iteration 7F: 3 clusters Score -471038.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -471217.812500 Penalty: 4102.180176
	Iteration 8Q: 3 clusters Score -471217.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -471415.500000 Penalty: 4102.180176
	Iteration 9F: 3 clusters Score -471415.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -471616.375000 Penalty: 4102.180176
	Iteration 10F: 3 clusters Score -471616.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -471792.062500 Penalty: 4102.180176
	Iteration 11Q: 3 clusters Score -471792.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -471921.343750 Penalty: 4102.180176
	Iteration 12Q: 3 clusters Score -471921.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -472022.125000 Penalty: 4102.180176
	Iteration 13Q: 3 clusters Score -472022.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -472086.500000 Penalty: 4102.180176
	Iteration 14Q: 3 clusters Score -472086.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -472130.937500 Penalty: 4102.180176
	Iteration 15Q: 3 clusters Score -472130.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -472159.968750 Penalty: 4102.180176
	Iteration 16Q: 3 clusters Score -472160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -472183.312500 Penalty: 4102.180176
	Iteration 17Q: 3 clusters Score -472183.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -472207.281250 Penalty: 4102.180176
	Iteration 18Q: 3 clusters Score -472207.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -472225.906250 Penalty: 4102.180176
	Iteration 19Q: 3 clusters Score -472225.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -472242.687500 Penalty: 4102.180176
	Iteration 20F: 3 clusters Score -472242.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -472260.375000 Penalty: 4102.180176
	Iteration 21Q: 3 clusters Score -472260.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -472275.875000 Penalty: 4102.180176
	Iteration 22Q: 3 clusters Score -472275.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -472289.500000 Penalty: 4102.180176
	Iteration 23Q: 3 clusters Score -472289.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -472302.625000 Penalty: 4102.180176
	Iteration 24Q: 3 clusters Score -472302.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -472318.312500 Penalty: 4102.180176
	Iteration 25Q: 3 clusters Score -472318.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -472331.093750 Penalty: 4102.180176
	Iteration 26Q: 3 clusters Score -472331.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -472339.437500 Penalty: 4102.180176
	Iteration 27Q: 3 clusters Score -472339.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -472345.156250 Penalty: 4102.180176
	Iteration 28Q: 3 clusters Score -472345.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -472352.312500 Penalty: 4102.180176
	Iteration 29Q: 3 clusters Score -472352.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -472361.531250 Penalty: 4102.180176
	Iteration 30Q: 3 clusters Score -472361.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -472365.656250 Penalty: 4102.180176
	Iteration 31Q: 3 clusters Score -472365.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -472372.906250 Penalty: 4102.180176
	Iteration 32Q: 3 clusters Score -472372.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -472377.656250 Penalty: 4102.180176
	Iteration 33Q: 3 clusters Score -472377.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -472381.406250 Penalty: 4102.180176
	Iteration 34Q: 3 clusters Score -472381.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -472386.781250 Penalty: 4102.180176
	Iteration 35Q: 3 clusters Score -472386.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -472388.531250 Penalty: 4102.180176
	Iteration 36Q: 3 clusters Score -472388.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -472390.343750 Penalty: 4102.180176
	Iteration 37Q: 3 clusters Score -472390.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -472390.437500 Penalty: 4102.180176
	Iteration 38Q: 3 clusters Score -472390.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -472391.281250 Penalty: 4102.180176
	Iteration 39Q: 3 clusters Score -472391.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -472391.281250 Penalty: 4102.180176
	Iteration 40F: 3 clusters Score -472391.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (65684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65684 members 
Entering Unmasked Estep 
Score: -7729441.000000 Penalty: 2750.967285
	Iteration 0F: 2 clusters Score -7729441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -7685649.000000 Penalty: 5501.934570
	Iteration 0F: 3 clusters Score -7685649 nChanged 30473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -7702535.500000 Penalty: 5501.934570
	Iteration 1F: 3 clusters Score -7702536 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -7703400.500000 Penalty: 5501.934570
	Iteration 2Q: 3 clusters Score -7703400 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -7704617.000000 Penalty: 5501.934570
	Iteration 3Q: 3 clusters Score -7704617 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -7706593.500000 Penalty: 5501.934570
	Iteration 4F: 3 clusters Score -7706594 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -7710011.000000 Penalty: 5501.934570
	Iteration 5F: 3 clusters Score -7710011 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
Score: -7714873.500000 Penalty: 5501.934570
	Iteration 6F: 3 clusters Score -7714874 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 58936 members 
Entering Unmasked Estep 
Score: -7720285.000000 Penalty: 5501.934570
	Iteration 7F: 3 clusters Score -7720285 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 62824 members 
Entering Unmasked Estep 
Score: -7724259.000000 Penalty: 5501.934570
	Iteration 8F: 3 clusters Score -7724259 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 64689 members 
Entering Unmasked Estep 
Score: -7726171.500000 Penalty: 5501.934570
	Iteration 9Q: 3 clusters Score -7726172 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 65274 members 
Entering Unmasked Estep 
Score: -7726774.000000 Penalty: 5501.934570
	Iteration 10Q: 3 clusters Score -7726774 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 65425 members 
Entering Unmasked Estep 
Score: -7726964.500000 Penalty: 5501.934570
	Iteration 11Q: 3 clusters Score -7726964 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 65480 members 
Entering Unmasked Estep 
Score: -7727076.500000 Penalty: 5501.934570
	Iteration 12Q: 3 clusters Score -7727076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 65500 members 
Entering Unmasked Estep 
Score: -7727129.000000 Penalty: 5501.934570
	Iteration 13Q: 3 clusters Score -7727129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -7727148.000000 Penalty: 5501.934570
	Iteration 14Q: 3 clusters Score -7727148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 65518 members 
Entering Unmasked Estep 
Score: -7727166.000000 Penalty: 5501.934570
	Iteration 15Q: 3 clusters Score -7727166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 65516 members 
Entering Unmasked Estep 
Score: -7727170.500000 Penalty: 5501.934570
	Iteration 16Q: 3 clusters Score -7727170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 65515 members 
Entering Unmasked Estep 
Score: -7727171.000000 Penalty: 5501.934570
	Iteration 17Q: 3 clusters Score -7727171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 65517 members 
Entering Unmasked Estep 
Score: -7727181.500000 Penalty: 5501.934570
	Iteration 18Q: 3 clusters Score -7727182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 65519 members 
Entering Unmasked Estep 
Score: -7727184.000000 Penalty: 5501.934570
	Iteration 19Q: 3 clusters Score -7727184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 65519 members 
Entering Unmasked Estep 
Score: -7727188.500000 Penalty: 5501.934570
	Iteration 20F: 3 clusters Score -7727188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 65518 members 
Entering Unmasked Estep 
Score: -7727194.000000 Penalty: 5501.934570
	Iteration 21Q: 3 clusters Score -7727194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 65517 members 
Entering Unmasked Estep 
Score: -7727194.000000 Penalty: 5501.934570
	Iteration 22Q: 3 clusters Score -7727194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 65517 members 
Entering Unmasked Estep 
Score: -7727194.000000 Penalty: 5501.934570
	Iteration 23F: 3 clusters Score -7727194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Entering Unmasked Estep 
Score: -260863.562500 Penalty: 1941.748291
	Iteration 0F: 2 clusters Score -260863.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -258082.421875 Penalty: 3883.496582
	Iteration 0F: 3 clusters Score -258082.4 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -259604.734375 Penalty: 3883.496582
	Iteration 1F: 3 clusters Score -259604.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -261100.703125 Penalty: 3883.496582
	Iteration 2F: 3 clusters Score -261100.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -262949.593750 Penalty: 3883.496582
	Iteration 3F: 3 clusters Score -262949.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -263719.750000 Penalty: 3883.496582
	Iteration 4F: 3 clusters Score -263719.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -264141.531250 Penalty: 3883.496582
	Iteration 5Q: 3 clusters Score -264141.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -264438.812500 Penalty: 3883.496582
	Iteration 6Q: 3 clusters Score -264438.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -264454.500000 Penalty: 3883.496582
	Iteration 7Q: 3 clusters Score -264454.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -264457.187500 Penalty: 3883.496582
	Iteration 8Q: 3 clusters Score -264457.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -264457.437500 Penalty: 3883.496582
	Iteration 9Q: 3 clusters Score -264457.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -264457.437500 Penalty: 3883.496582
	Iteration 10Q: 3 clusters Score -264457.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -264457.437500 Penalty: 3883.496582
	Iteration 11F: 3 clusters Score -264457.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2268 members 
Mstep: Class 3 contains 3907 members 
Mstep: Class 4 contains 65684 members 
Mstep: Class 6 contains 547 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 37283 members 
Mstep: Class 9 contains 211758 members 
Mstep: Class 10 contains 14788 members 
Mstep: Class 11 contains 15780 members 
Mstep: Class 12 contains 33269 members 
Mstep: Class 13 contains 34022 members 
Mstep: Class 16 contains 9666 members 
Mstep: Class 17 contains 222497 members 
Mstep: Class 18 contains 4251 members 
Mstep: Class 19 contains 21977 members 
Entering Unmasked Estep 
Score: -80028960.000000 Penalty: 53308.742188
Splitting cluster 6 changes total score from -80026536.000000 to -80028960.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 7 (3572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Entering Unmasked Estep 
Score: -392118.218750 Penalty: 2028.858398
	Iteration 0F: 2 clusters Score -392118.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -388530.187500 Penalty: 4057.716797
	Iteration 0F: 3 clusters Score -388530.2 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -389329.906250 Penalty: 4057.716797
	Iteration 1F: 3 clusters Score -389329.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -389547.468750 Penalty: 4057.716797
	Iteration 2F: 3 clusters Score -389547.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -389684.312500 Penalty: 4057.716797
	Iteration 3F: 3 clusters Score -389684.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -389789.281250 Penalty: 4057.716797
	Iteration 4Q: 3 clusters Score -389789.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -389909.937500 Penalty: 4057.716797
	Iteration 5Q: 3 clusters Score -389909.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -390052.968750 Penalty: 4057.716797
	Iteration 6Q: 3 clusters Score -390053 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -390173.906250 Penalty: 4057.716797
	Iteration 7Q: 3 clusters Score -390173.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -390275.312500 Penalty: 4057.716797
	Iteration 8Q: 3 clusters Score -390275.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -390374.312500 Penalty: 4057.716797
	Iteration 9Q: 3 clusters Score -390374.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -390486.281250 Penalty: 4057.716797
	Iteration 10Q: 3 clusters Score -390486.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -390603.312500 Penalty: 4057.716797
	Iteration 11Q: 3 clusters Score -390603.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -390730.750000 Penalty: 4057.716797
	Iteration 12Q: 3 clusters Score -390730.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -390850.562500 Penalty: 4057.716797
	Iteration 13Q: 3 clusters Score -390850.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -390953.593750 Penalty: 4057.716797
	Iteration 14Q: 3 clusters Score -390953.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -391048.562500 Penalty: 4057.716797
	Iteration 15Q: 3 clusters Score -391048.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -391119.843750 Penalty: 4057.716797
	Iteration 16Q: 3 clusters Score -391119.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -391189.062500 Penalty: 4057.716797
	Iteration 17Q: 3 clusters Score -391189.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -391225.718750 Penalty: 4057.716797
	Iteration 18Q: 3 clusters Score -391225.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -391248.093750 Penalty: 4057.716797
	Iteration 19Q: 3 clusters Score -391248.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -391261.625000 Penalty: 4057.716797
	Iteration 20F: 3 clusters Score -391261.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -391277.312500 Penalty: 4057.716797
	Iteration 21Q: 3 clusters Score -391277.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -391286.687500 Penalty: 4057.716797
	Iteration 22Q: 3 clusters Score -391286.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -391291.437500 Penalty: 4057.716797
	Iteration 23Q: 3 clusters Score -391291.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -391298.125000 Penalty: 4057.716797
	Iteration 24Q: 3 clusters Score -391298.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -391301.656250 Penalty: 4057.716797
	Iteration 25Q: 3 clusters Score -391301.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -391307.656250 Penalty: 4057.716797
	Iteration 26Q: 3 clusters Score -391307.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -391309.062500 Penalty: 4057.716797
	Iteration 27Q: 3 clusters Score -391309.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -391309.062500 Penalty: 4057.716797
	Iteration 28F: 3 clusters Score -391309.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Entering Unmasked Estep 
Score: -4504291.000000 Penalty: 2610.520508
	Iteration 0F: 2 clusters Score -4504291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -4478900.000000 Penalty: 5221.041016
	Iteration 0F: 3 clusters Score -4478900 nChanged 16965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -4488245.500000 Penalty: 5221.041016
	Iteration 1F: 3 clusters Score -4488246 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -4489008.500000 Penalty: 5221.041016
	Iteration 2Q: 3 clusters Score -4489008 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -4489837.500000 Penalty: 5221.041016
	Iteration 3Q: 3 clusters Score -4489838 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -4490834.500000 Penalty: 5221.041016
	Iteration 4F: 3 clusters Score -4490834 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -4491881.000000 Penalty: 5221.041016
	Iteration 5F: 3 clusters Score -4491881 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -4493043.500000 Penalty: 5221.041016
	Iteration 6F: 3 clusters Score -4493044 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -4494309.500000 Penalty: 5221.041016
	Iteration 7F: 3 clusters Score -4494310 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -4495616.500000 Penalty: 5221.041016
	Iteration 8F: 3 clusters Score -4495616 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -4496858.500000 Penalty: 5221.041016
	Iteration 9F: 3 clusters Score -4496858 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -4497925.500000 Penalty: 5221.041016
	Iteration 10Q: 3 clusters Score -4497926 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -4498778.000000 Penalty: 5221.041016
	Iteration 11Q: 3 clusters Score -4498778 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -4499276.500000 Penalty: 5221.041016
	Iteration 12Q: 3 clusters Score -4499276 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -4499609.500000 Penalty: 5221.041016
	Iteration 13Q: 3 clusters Score -4499610 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -4499850.500000 Penalty: 5221.041016
	Iteration 14Q: 3 clusters Score -4499850 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -4500027.000000 Penalty: 5221.041016
	Iteration 15Q: 3 clusters Score -4500027 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -4500228.000000 Penalty: 5221.041016
	Iteration 16Q: 3 clusters Score -4500228 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -4500435.500000 Penalty: 5221.041016
	Iteration 17Q: 3 clusters Score -4500436 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -4500615.500000 Penalty: 5221.041016
	Iteration 18Q: 3 clusters Score -4500616 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -4500790.000000 Penalty: 5221.041016
	Iteration 19Q: 3 clusters Score -4500790 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -4500958.500000 Penalty: 5221.041016
	Iteration 20F: 3 clusters Score -4500958 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -4501138.500000 Penalty: 5221.041016
	Iteration 21Q: 3 clusters Score -4501138 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -4501303.500000 Penalty: 5221.041016
	Iteration 22Q: 3 clusters Score -4501304 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -4501487.000000 Penalty: 5221.041016
	Iteration 23Q: 3 clusters Score -4501487 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -4501657.000000 Penalty: 5221.041016
	Iteration 24Q: 3 clusters Score -4501657 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -4501783.000000 Penalty: 5221.041016
	Iteration 25Q: 3 clusters Score -4501783 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -4501939.000000 Penalty: 5221.041016
	Iteration 26Q: 3 clusters Score -4501939 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -4502083.500000 Penalty: 5221.041016
	Iteration 27Q: 3 clusters Score -4502084 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -4502212.500000 Penalty: 5221.041016
	Iteration 28Q: 3 clusters Score -4502212 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -4502362.500000 Penalty: 5221.041016
	Iteration 29Q: 3 clusters Score -4502362 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -4502481.500000 Penalty: 5221.041016
	Iteration 30Q: 3 clusters Score -4502482 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -4502598.000000 Penalty: 5221.041016
	Iteration 31Q: 3 clusters Score -4502598 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4502718.500000 Penalty: 5221.041016
	Iteration 32Q: 3 clusters Score -4502718 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -4502805.500000 Penalty: 5221.041016
	Iteration 33Q: 3 clusters Score -4502806 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -4502852.000000 Penalty: 5221.041016
	Iteration 34Q: 3 clusters Score -4502852 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4502887.500000 Penalty: 5221.041016
	Iteration 35Q: 3 clusters Score -4502888 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4502924.500000 Penalty: 5221.041016
	Iteration 36Q: 3 clusters Score -4502924 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4502968.500000 Penalty: 5221.041016
	Iteration 37Q: 3 clusters Score -4502968 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4502987.500000 Penalty: 5221.041016
	Iteration 38Q: 3 clusters Score -4502988 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4503014.000000 Penalty: 5221.041016
	Iteration 39Q: 3 clusters Score -4503014 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4503048.000000 Penalty: 5221.041016
	Iteration 40F: 3 clusters Score -4503048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4503074.000000 Penalty: 5221.041016
	Iteration 41Q: 3 clusters Score -4503074 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4503091.000000 Penalty: 5221.041016
	Iteration 42Q: 3 clusters Score -4503091 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4503118.500000 Penalty: 5221.041016
	Iteration 43Q: 3 clusters Score -4503118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4503115.500000 Penalty: 5221.041016
	Iteration 44Q: 3 clusters Score -4503116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4503125.000000 Penalty: 5221.041016
	Iteration 45Q: 3 clusters Score -4503125 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4503154.500000 Penalty: 5221.041016
	Iteration 46Q: 3 clusters Score -4503154 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4503166.000000 Penalty: 5221.041016
	Iteration 47Q: 3 clusters Score -4503166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4503205.500000 Penalty: 5221.041016
	Iteration 48Q: 3 clusters Score -4503206 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4503231.500000 Penalty: 5221.041016
	Iteration 49Q: 3 clusters Score -4503232 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4503264.000000 Penalty: 5221.041016
	Iteration 50Q: 3 clusters Score -4503264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4503263.500000 Penalty: 5221.041016
	Iteration 51Q: 3 clusters Score -4503264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4503272.500000 Penalty: 5221.041016
	Iteration 52Q: 3 clusters Score -4503272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4503286.000000 Penalty: 5221.041016
	Iteration 53Q: 3 clusters Score -4503286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4503295.000000 Penalty: 5221.041016
	Iteration 54Q: 3 clusters Score -4503295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4503299.000000 Penalty: 5221.041016
	Iteration 55Q: 3 clusters Score -4503299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4503305.000000 Penalty: 5221.041016
	Iteration 56Q: 3 clusters Score -4503305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4503303.000000 Penalty: 5221.041016
	Iteration 57Q: 3 clusters Score -4503303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4503305.000000 Penalty: 5221.041016
	Iteration 58Q: 3 clusters Score -4503305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4503311.000000 Penalty: 5221.041016
	Iteration 59Q: 3 clusters Score -4503311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4503314.000000 Penalty: 5221.041016
	Iteration 60F: 3 clusters Score -4503314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4503314.500000 Penalty: 5221.041016
	Iteration 61Q: 3 clusters Score -4503314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4503320.000000 Penalty: 5221.041016
	Iteration 62Q: 3 clusters Score -4503320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4503318.000000 Penalty: 5221.041016
	Iteration 63Q: 3 clusters Score -4503318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4503321.000000 Penalty: 5221.041016
	Iteration 64Q: 3 clusters Score -4503321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4503320.500000 Penalty: 5221.041016
	Iteration 65Q: 3 clusters Score -4503320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4503321.500000 Penalty: 5221.041016
	Iteration 66Q: 3 clusters Score -4503322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4503327.500000 Penalty: 5221.041016
	Iteration 67Q: 3 clusters Score -4503328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4503329.000000 Penalty: 5221.041016
	Iteration 68Q: 3 clusters Score -4503329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4503329.000000 Penalty: 5221.041016
	Iteration 69F: 3 clusters Score -4503329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (211758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211758 members 
Entering Unmasked Estep 
Score: -25269684.000000 Penalty: 3041.273438
	Iteration 0F: 2 clusters Score -2.526968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105751 members 
Mstep: Class 2 contains 106007 members 
Entering Unmasked Estep 
Score: -25136424.000000 Penalty: 6082.546875
	Iteration 0F: 3 clusters Score -2.513642e+07 nChanged 101790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105365 members 
Mstep: Class 2 contains 106393 members 
Entering Unmasked Estep 
Score: -25196628.000000 Penalty: 6082.546875
	Iteration 1F: 3 clusters Score -2.519663e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104573 members 
Mstep: Class 2 contains 107185 members 
Entering Unmasked Estep 
Score: -25197930.000000 Penalty: 6082.546875
	Iteration 2Q: 3 clusters Score -2.519793e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103563 members 
Mstep: Class 2 contains 108195 members 
Entering Unmasked Estep 
Score: -25199774.000000 Penalty: 6082.546875
	Iteration 3Q: 3 clusters Score -2.519977e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102441 members 
Mstep: Class 2 contains 109317 members 
Entering Unmasked Estep 
Score: -25203058.000000 Penalty: 6082.546875
	Iteration 4Q: 3 clusters Score -2.520306e+07 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101642 members 
Mstep: Class 2 contains 110116 members 
Entering Unmasked Estep 
Score: -25207188.000000 Penalty: 6082.546875
	Iteration 5Q: 3 clusters Score -2.520719e+07 nChanged 11227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101609 members 
Mstep: Class 2 contains 110149 members 
Entering Unmasked Estep 
Score: -25213514.000000 Penalty: 6082.546875
	Iteration 6F: 3 clusters Score -2.521351e+07 nChanged 12829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102812 members 
Mstep: Class 2 contains 108946 members 
Entering Unmasked Estep 
Score: -25221188.000000 Penalty: 6082.546875
	Iteration 7F: 3 clusters Score -2.522119e+07 nChanged 14118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105642 members 
Mstep: Class 2 contains 106116 members 
Entering Unmasked Estep 
Score: -25230754.000000 Penalty: 6082.546875
	Iteration 8F: 3 clusters Score -2.523075e+07 nChanged 14034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109804 members 
Mstep: Class 2 contains 101954 members 
Entering Unmasked Estep 
Score: -25240920.000000 Penalty: 6082.546875
	Iteration 9F: 3 clusters Score -2.524092e+07 nChanged 12017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114417 members 
Mstep: Class 2 contains 97341 members 
Entering Unmasked Estep 
Score: -25247810.000000 Penalty: 6082.546875
	Iteration 10F: 3 clusters Score -2.524781e+07 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118703 members 
Mstep: Class 2 contains 93055 members 
Entering Unmasked Estep 
Score: -25251346.000000 Penalty: 6082.546875
	Iteration 11Q: 3 clusters Score -2.525135e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122721 members 
Mstep: Class 2 contains 89037 members 
Entering Unmasked Estep 
Score: -25252790.000000 Penalty: 6082.546875
	Iteration 12Q: 3 clusters Score -2.525279e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126858 members 
Mstep: Class 2 contains 84900 members 
Entering Unmasked Estep 
Score: -25253834.000000 Penalty: 6082.546875
	Iteration 13Q: 3 clusters Score -2.525383e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131195 members 
Mstep: Class 2 contains 80563 members 
Entering Unmasked Estep 
Score: -25254828.000000 Penalty: 6082.546875
	Iteration 14Q: 3 clusters Score -2.525483e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135746 members 
Mstep: Class 2 contains 76012 members 
Entering Unmasked Estep 
Score: -25255912.000000 Penalty: 6082.546875
	Iteration 15Q: 3 clusters Score -2.525591e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140177 members 
Mstep: Class 2 contains 71581 members 
Entering Unmasked Estep 
Score: -25256796.000000 Penalty: 6082.546875
	Iteration 16Q: 3 clusters Score -2.52568e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144498 members 
Mstep: Class 2 contains 67260 members 
Entering Unmasked Estep 
Score: -25257642.000000 Penalty: 6082.546875
	Iteration 17Q: 3 clusters Score -2.525764e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148730 members 
Mstep: Class 2 contains 63028 members 
Entering Unmasked Estep 
Score: -25258240.000000 Penalty: 6082.546875
	Iteration 18Q: 3 clusters Score -2.525824e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152999 members 
Mstep: Class 2 contains 58759 members 
Entering Unmasked Estep 
Score: -25259002.000000 Penalty: 6082.546875
	Iteration 19Q: 3 clusters Score -2.5259e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157416 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -25259408.000000 Penalty: 6082.546875
	Iteration 20F: 3 clusters Score -2.525941e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161772 members 
Mstep: Class 2 contains 49986 members 
Entering Unmasked Estep 
Score: -25259830.000000 Penalty: 6082.546875
	Iteration 21Q: 3 clusters Score -2.525983e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166213 members 
Mstep: Class 2 contains 45545 members 
Entering Unmasked Estep 
Score: -25260070.000000 Penalty: 6082.546875
	Iteration 22Q: 3 clusters Score -2.526007e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170578 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -25260610.000000 Penalty: 6082.546875
	Iteration 23Q: 3 clusters Score -2.526061e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174797 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -25261230.000000 Penalty: 6082.546875
	Iteration 24Q: 3 clusters Score -2.526123e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178707 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -25261560.000000 Penalty: 6082.546875
	Iteration 25Q: 3 clusters Score -2.526156e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182440 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -25261714.000000 Penalty: 6082.546875
	Iteration 26Q: 3 clusters Score -2.526171e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185828 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -25261798.000000 Penalty: 6082.546875
	Iteration 27Q: 3 clusters Score -2.52618e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189005 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -25262160.000000 Penalty: 6082.546875
	Iteration 28Q: 3 clusters Score -2.526216e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191873 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -25263752.000000 Penalty: 6082.546875
	Iteration 29Q: 3 clusters Score -2.526375e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194427 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -25264962.000000 Penalty: 6082.546875
	Iteration 30Q: 3 clusters Score -2.526496e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196650 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -25266000.000000 Penalty: 6082.546875
	Iteration 31Q: 3 clusters Score -2.5266e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198516 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -25266812.000000 Penalty: 6082.546875
	Iteration 32Q: 3 clusters Score -2.526681e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200088 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -25267446.000000 Penalty: 6082.546875
	Iteration 33Q: 3 clusters Score -2.526745e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201363 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -25268068.000000 Penalty: 6082.546875
	Iteration 34Q: 3 clusters Score -2.526807e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202399 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -25268274.000000 Penalty: 6082.546875
	Iteration 35Q: 3 clusters Score -2.526827e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203271 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -25268498.000000 Penalty: 6082.546875
	Iteration 36Q: 3 clusters Score -2.52685e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203989 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -25268562.000000 Penalty: 6082.546875
	Iteration 37Q: 3 clusters Score -2.526856e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204616 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -25268750.000000 Penalty: 6082.546875
	Iteration 38Q: 3 clusters Score -2.526875e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205122 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -25268806.000000 Penalty: 6082.546875
	Iteration 39Q: 3 clusters Score -2.526881e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205524 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -25268924.000000 Penalty: 6082.546875
	Iteration 40F: 3 clusters Score -2.526892e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206039 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -25269022.000000 Penalty: 6082.546875
	Iteration 41Q: 3 clusters Score -2.526902e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206480 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -25269160.000000 Penalty: 6082.546875
	Iteration 42Q: 3 clusters Score -2.526916e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206827 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -25269130.000000 Penalty: 6082.546875
	Iteration 43Q: 3 clusters Score -2.526913e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207122 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -25269122.000000 Penalty: 6082.546875
	Iteration 44Q: 3 clusters Score -2.526912e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207359 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -25269110.000000 Penalty: 6082.546875
	Iteration 45Q: 3 clusters Score -2.526911e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207596 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -25269138.000000 Penalty: 6082.546875
	Iteration 46Q: 3 clusters Score -2.526914e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207808 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -25269120.000000 Penalty: 6082.546875
	Iteration 47Q: 3 clusters Score -2.526912e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207949 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -25269076.000000 Penalty: 6082.546875
	Iteration 48Q: 3 clusters Score -2.526908e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208086 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -25269020.000000 Penalty: 6082.546875
	Iteration 49Q: 3 clusters Score -2.526902e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208207 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -25268996.000000 Penalty: 6082.546875
	Iteration 50Q: 3 clusters Score -2.5269e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208332 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -25269002.000000 Penalty: 6082.546875
	Iteration 51Q: 3 clusters Score -2.5269e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208431 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -25268994.000000 Penalty: 6082.546875
	Iteration 52Q: 3 clusters Score -2.526899e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208524 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -25268966.000000 Penalty: 6082.546875
	Iteration 53Q: 3 clusters Score -2.526897e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208615 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -25269000.000000 Penalty: 6082.546875
	Iteration 54Q: 3 clusters Score -2.5269e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208696 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -25269016.000000 Penalty: 6082.546875
	Iteration 55Q: 3 clusters Score -2.526902e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208774 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -25269012.000000 Penalty: 6082.546875
	Iteration 56Q: 3 clusters Score -2.526901e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208843 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -25269030.000000 Penalty: 6082.546875
	Iteration 57Q: 3 clusters Score -2.526903e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208898 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -25269036.000000 Penalty: 6082.546875
	Iteration 58Q: 3 clusters Score -2.526904e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208942 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -25268994.000000 Penalty: 6082.546875
	Iteration 59Q: 3 clusters Score -2.526899e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208980 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -25268974.000000 Penalty: 6082.546875
	Iteration 60F: 3 clusters Score -2.526897e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209021 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -25268982.000000 Penalty: 6082.546875
	Iteration 61Q: 3 clusters Score -2.526898e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209048 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -25268982.000000 Penalty: 6082.546875
	Iteration 62Q: 3 clusters Score -2.526898e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209079 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -25268998.000000 Penalty: 6082.546875
	Iteration 63Q: 3 clusters Score -2.5269e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209097 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -25269006.000000 Penalty: 6082.546875
	Iteration 64Q: 3 clusters Score -2.526901e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209118 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -25268982.000000 Penalty: 6082.546875
	Iteration 65Q: 3 clusters Score -2.526898e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209133 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -25268980.000000 Penalty: 6082.546875
	Iteration 66Q: 3 clusters Score -2.526898e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209150 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -25268974.000000 Penalty: 6082.546875
	Iteration 67Q: 3 clusters Score -2.526897e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209164 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -25268970.000000 Penalty: 6082.546875
	Iteration 68Q: 3 clusters Score -2.526897e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209177 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -25268966.000000 Penalty: 6082.546875
	Iteration 69Q: 3 clusters Score -2.526897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209184 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -25268978.000000 Penalty: 6082.546875
	Iteration 70Q: 3 clusters Score -2.526898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209196 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -25268976.000000 Penalty: 6082.546875
	Iteration 71Q: 3 clusters Score -2.526898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209205 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -25268984.000000 Penalty: 6082.546875
	Iteration 72Q: 3 clusters Score -2.526898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209207 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -25268984.000000 Penalty: 6082.546875
	Iteration 73Q: 3 clusters Score -2.526898e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209218 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -25268988.000000 Penalty: 6082.546875
	Iteration 74Q: 3 clusters Score -2.526899e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209232 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -25268990.000000 Penalty: 6082.546875
	Iteration 75Q: 3 clusters Score -2.526899e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209250 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -25268974.000000 Penalty: 6082.546875
	Iteration 76Q: 3 clusters Score -2.526897e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209266 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -25268980.000000 Penalty: 6082.546875
	Iteration 77Q: 3 clusters Score -2.526898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209276 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -25268966.000000 Penalty: 6082.546875
	Iteration 78Q: 3 clusters Score -2.526897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209280 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -25268966.000000 Penalty: 6082.546875
	Iteration 79Q: 3 clusters Score -2.526897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209284 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -25268974.000000 Penalty: 6082.546875
	Iteration 80F: 3 clusters Score -2.526897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209285 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -25268986.000000 Penalty: 6082.546875
	Iteration 81Q: 3 clusters Score -2.526899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209285 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -25268986.000000 Penalty: 6082.546875
	Iteration 82F: 3 clusters Score -2.526899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Entering Unmasked Estep 
Score: -1792262.750000 Penalty: 2381.189697
	Iteration 0F: 2 clusters Score -1792263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1781469.625000 Penalty: 4762.379395
	Iteration 0F: 3 clusters Score -1781470 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1784881.250000 Penalty: 4762.379395
	Iteration 1F: 3 clusters Score -1784881 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1785214.625000 Penalty: 4762.379395
	Iteration 2F: 3 clusters Score -1785215 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1785464.625000 Penalty: 4762.379395
	Iteration 3Q: 3 clusters Score -1785465 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1785665.875000 Penalty: 4762.379395
	Iteration 4Q: 3 clusters Score -1785666 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1785839.000000 Penalty: 4762.379395
	Iteration 5Q: 3 clusters Score -1785839 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1785975.625000 Penalty: 4762.379395
	Iteration 6Q: 3 clusters Score -1785976 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1786090.250000 Penalty: 4762.379395
	Iteration 7Q: 3 clusters Score -1786090 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1786242.250000 Penalty: 4762.379395
	Iteration 8Q: 3 clusters Score -1786242 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1786403.125000 Penalty: 4762.379395
	Iteration 9Q: 3 clusters Score -1786403 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1786590.500000 Penalty: 4762.379395
	Iteration 10Q: 3 clusters Score -1786590 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1786830.625000 Penalty: 4762.379395
	Iteration 11Q: 3 clusters Score -1786831 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1787144.250000 Penalty: 4762.379395
	Iteration 12Q: 3 clusters Score -1787144 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1787556.875000 Penalty: 4762.379395
	Iteration 13Q: 3 clusters Score -1787557 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1787991.875000 Penalty: 4762.379395
	Iteration 14Q: 3 clusters Score -1787992 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1788425.750000 Penalty: 4762.379395
	Iteration 15Q: 3 clusters Score -1788426 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1788795.875000 Penalty: 4762.379395
	Iteration 16Q: 3 clusters Score -1788796 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1789116.125000 Penalty: 4762.379395
	Iteration 17Q: 3 clusters Score -1789116 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1789385.875000 Penalty: 4762.379395
	Iteration 18Q: 3 clusters Score -1789386 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1789536.500000 Penalty: 4762.379395
	Iteration 19Q: 3 clusters Score -1789536 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1789644.750000 Penalty: 4762.379395
	Iteration 20F: 3 clusters Score -1789645 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1789718.500000 Penalty: 4762.379395
	Iteration 21Q: 3 clusters Score -1789718 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1789780.750000 Penalty: 4762.379395
	Iteration 22Q: 3 clusters Score -1789781 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1789830.500000 Penalty: 4762.379395
	Iteration 23Q: 3 clusters Score -1789830 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1789892.250000 Penalty: 4762.379395
	Iteration 24Q: 3 clusters Score -1789892 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1789940.250000 Penalty: 4762.379395
	Iteration 25Q: 3 clusters Score -1789940 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1789982.000000 Penalty: 4762.379395
	Iteration 26Q: 3 clusters Score -1789982 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1790009.000000 Penalty: 4762.379395
	Iteration 27Q: 3 clusters Score -1790009 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1790032.125000 Penalty: 4762.379395
	Iteration 28Q: 3 clusters Score -1790032 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1790056.750000 Penalty: 4762.379395
	Iteration 29Q: 3 clusters Score -1790057 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1790078.125000 Penalty: 4762.379395
	Iteration 30Q: 3 clusters Score -1790078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1790094.875000 Penalty: 4762.379395
	Iteration 31Q: 3 clusters Score -1790095 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1790108.375000 Penalty: 4762.379395
	Iteration 32Q: 3 clusters Score -1790108 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1790122.375000 Penalty: 4762.379395
	Iteration 33Q: 3 clusters Score -1790122 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1790145.500000 Penalty: 4762.379395
	Iteration 34Q: 3 clusters Score -1790146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1790155.500000 Penalty: 4762.379395
	Iteration 35Q: 3 clusters Score -1790156 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1790169.375000 Penalty: 4762.379395
	Iteration 36Q: 3 clusters Score -1790169 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1790177.875000 Penalty: 4762.379395
	Iteration 37Q: 3 clusters Score -1790178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1790185.125000 Penalty: 4762.379395
	Iteration 38Q: 3 clusters Score -1790185 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1790193.375000 Penalty: 4762.379395
	Iteration 39Q: 3 clusters Score -1790193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1790201.000000 Penalty: 4762.379395
	Iteration 40F: 3 clusters Score -1790201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1790201.625000 Penalty: 4762.379395
	Iteration 41Q: 3 clusters Score -1790202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1790201.250000 Penalty: 4762.379395
	Iteration 42Q: 3 clusters Score -1790201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1790204.625000 Penalty: 4762.379395
	Iteration 43Q: 3 clusters Score -1790205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1790202.625000 Penalty: 4762.379395
	Iteration 44Q: 3 clusters Score -1790203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1790202.750000 Penalty: 4762.379395
	Iteration 45Q: 3 clusters Score -1790203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1790207.125000 Penalty: 4762.379395
	Iteration 46Q: 3 clusters Score -1790207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1790206.750000 Penalty: 4762.379395
	Iteration 47Q: 3 clusters Score -1790207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1790208.000000 Penalty: 4762.379395
	Iteration 48Q: 3 clusters Score -1790208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1790209.000000 Penalty: 4762.379395
	Iteration 49Q: 3 clusters Score -1790209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1790211.375000 Penalty: 4762.379395
	Iteration 50Q: 3 clusters Score -1790211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1790210.000000 Penalty: 4762.379395
	Iteration 51Q: 3 clusters Score -1790210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1790213.750000 Penalty: 4762.379395
	Iteration 52Q: 3 clusters Score -1790214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1790217.750000 Penalty: 4762.379395
	Iteration 53Q: 3 clusters Score -1790218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1790221.875000 Penalty: 4762.379395
	Iteration 54Q: 3 clusters Score -1790222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1790226.375000 Penalty: 4762.379395
	Iteration 55Q: 3 clusters Score -1790226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1790226.750000 Penalty: 4762.379395
	Iteration 56Q: 3 clusters Score -1790227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1790231.250000 Penalty: 4762.379395
	Iteration 57Q: 3 clusters Score -1790231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1790231.375000 Penalty: 4762.379395
	Iteration 58Q: 3 clusters Score -1790231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1790233.875000 Penalty: 4762.379395
	Iteration 59Q: 3 clusters Score -1790234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1790234.375000 Penalty: 4762.379395
	Iteration 60F: 3 clusters Score -1790234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1790235.875000 Penalty: 4762.379395
	Iteration 61Q: 3 clusters Score -1790236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1790243.125000 Penalty: 4762.379395
	Iteration 62Q: 3 clusters Score -1790243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1790253.625000 Penalty: 4762.379395
	Iteration 63Q: 3 clusters Score -1790254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1790260.375000 Penalty: 4762.379395
	Iteration 64Q: 3 clusters Score -1790260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1790257.500000 Penalty: 4762.379395
	Iteration 65Q: 3 clusters Score -1790258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1790257.625000 Penalty: 4762.379395
	Iteration 66Q: 3 clusters Score -1790258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1790256.750000 Penalty: 4762.379395
	Iteration 67Q: 3 clusters Score -1790257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1790256.375000 Penalty: 4762.379395
	Iteration 68Q: 3 clusters Score -1790256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1790259.625000 Penalty: 4762.379395
	Iteration 69Q: 3 clusters Score -1790260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1790260.125000 Penalty: 4762.379395
	Iteration 70Q: 3 clusters Score -1790260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1790262.500000 Penalty: 4762.379395
	Iteration 71Q: 3 clusters Score -1790262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1790262.250000 Penalty: 4762.379395
	Iteration 72Q: 3 clusters Score -1790262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1790265.750000 Penalty: 4762.379395
	Iteration 73Q: 3 clusters Score -1790266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1790264.000000 Penalty: 4762.379395
	Iteration 74Q: 3 clusters Score -1790264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1790265.000000 Penalty: 4762.379395
	Iteration 75Q: 3 clusters Score -1790265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1790263.000000 Penalty: 4762.379395
	Iteration 76Q: 3 clusters Score -1790263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1790263.125000 Penalty: 4762.379395
	Iteration 77Q: 3 clusters Score -1790263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1790261.375000 Penalty: 4762.379395
	Iteration 78Q: 3 clusters Score -1790261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1790262.125000 Penalty: 4762.379395
	Iteration 79Q: 3 clusters Score -1790262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1790268.250000 Penalty: 4762.379395
	Iteration 80F: 3 clusters Score -1790268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1790267.875000 Penalty: 4762.379395
	Iteration 81Q: 3 clusters Score -1790268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1790271.500000 Penalty: 4762.379395
	Iteration 82Q: 3 clusters Score -1790272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1790271.000000 Penalty: 4762.379395
	Iteration 83Q: 3 clusters Score -1790271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1790270.500000 Penalty: 4762.379395
	Iteration 84Q: 3 clusters Score -1790270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1790269.000000 Penalty: 4762.379395
	Iteration 85Q: 3 clusters Score -1790269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1790269.000000 Penalty: 4762.379395
	Iteration 86F: 3 clusters Score -1790269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Entering Unmasked Estep 
Score: -1904666.375000 Penalty: 2397.291504
	Iteration 0F: 2 clusters Score -1904666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1893343.000000 Penalty: 4794.583008
	Iteration 0F: 3 clusters Score -1893343 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1897036.375000 Penalty: 4794.583008
	Iteration 1F: 3 clusters Score -1897036 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1897520.625000 Penalty: 4794.583008
	Iteration 2F: 3 clusters Score -1897521 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1897886.125000 Penalty: 4794.583008
	Iteration 3F: 3 clusters Score -1897886 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1898202.000000 Penalty: 4794.583008
	Iteration 4Q: 3 clusters Score -1898202 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1898478.875000 Penalty: 4794.583008
	Iteration 5Q: 3 clusters Score -1898479 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1898740.000000 Penalty: 4794.583008
	Iteration 6Q: 3 clusters Score -1898740 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1898987.875000 Penalty: 4794.583008
	Iteration 7Q: 3 clusters Score -1898988 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1899259.125000 Penalty: 4794.583008
	Iteration 8Q: 3 clusters Score -1899259 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1899567.375000 Penalty: 4794.583008
	Iteration 9Q: 3 clusters Score -1899567 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1899938.500000 Penalty: 4794.583008
	Iteration 10Q: 3 clusters Score -1899938 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1900401.250000 Penalty: 4794.583008
	Iteration 11Q: 3 clusters Score -1900401 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1900894.875000 Penalty: 4794.583008
	Iteration 12Q: 3 clusters Score -1900895 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1901391.375000 Penalty: 4794.583008
	Iteration 13Q: 3 clusters Score -1901391 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1901838.750000 Penalty: 4794.583008
	Iteration 14Q: 3 clusters Score -1901839 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1902240.000000 Penalty: 4794.583008
	Iteration 15Q: 3 clusters Score -1902240 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1902570.500000 Penalty: 4794.583008
	Iteration 16Q: 3 clusters Score -1902570 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1902824.125000 Penalty: 4794.583008
	Iteration 17Q: 3 clusters Score -1902824 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1903008.375000 Penalty: 4794.583008
	Iteration 18Q: 3 clusters Score -1903008 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1903126.750000 Penalty: 4794.583008
	Iteration 19Q: 3 clusters Score -1903127 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1903205.750000 Penalty: 4794.583008
	Iteration 20F: 3 clusters Score -1903206 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1903253.000000 Penalty: 4794.583008
	Iteration 21Q: 3 clusters Score -1903253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1903276.000000 Penalty: 4794.583008
	Iteration 22Q: 3 clusters Score -1903276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1903291.250000 Penalty: 4794.583008
	Iteration 23Q: 3 clusters Score -1903291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1903291.375000 Penalty: 4794.583008
	Iteration 24Q: 3 clusters Score -1903291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1903295.750000 Penalty: 4794.583008
	Iteration 25Q: 3 clusters Score -1903296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1903296.375000 Penalty: 4794.583008
	Iteration 26Q: 3 clusters Score -1903296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1903301.500000 Penalty: 4794.583008
	Iteration 27Q: 3 clusters Score -1903302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1903302.250000 Penalty: 4794.583008
	Iteration 28Q: 3 clusters Score -1903302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1903304.500000 Penalty: 4794.583008
	Iteration 29Q: 3 clusters Score -1903304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -1903307.500000 Penalty: 4794.583008
	Iteration 30Q: 3 clusters Score -1903308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1903311.125000 Penalty: 4794.583008
	Iteration 31Q: 3 clusters Score -1903311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1903310.000000 Penalty: 4794.583008
	Iteration 32Q: 3 clusters Score -1903310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -1903314.625000 Penalty: 4794.583008
	Iteration 33Q: 3 clusters Score -1903315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1903316.750000 Penalty: 4794.583008
	Iteration 34Q: 3 clusters Score -1903317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1903317.750000 Penalty: 4794.583008
	Iteration 35Q: 3 clusters Score -1903318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -1903317.250000 Penalty: 4794.583008
	Iteration 36Q: 3 clusters Score -1903317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1903320.750000 Penalty: 4794.583008
	Iteration 37Q: 3 clusters Score -1903321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1903320.500000 Penalty: 4794.583008
	Iteration 38Q: 3 clusters Score -1903320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1903320.500000 Penalty: 4794.583008
	Iteration 39F: 3 clusters Score -1903320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Entering Unmasked Estep 
Score: -4026972.750000 Penalty: 2582.270508
	Iteration 0F: 2 clusters Score -4026973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -4004359.500000 Penalty: 5164.541016
	Iteration 0F: 3 clusters Score -4004360 nChanged 15015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -4012537.000000 Penalty: 5164.541016
	Iteration 1F: 3 clusters Score -4012537 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -4013297.250000 Penalty: 5164.541016
	Iteration 2Q: 3 clusters Score -4013297 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -4014387.250000 Penalty: 5164.541016
	Iteration 3Q: 3 clusters Score -4014387 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -4015807.250000 Penalty: 5164.541016
	Iteration 4F: 3 clusters Score -4015807 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -4017288.250000 Penalty: 5164.541016
	Iteration 5F: 3 clusters Score -4017288 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -4019077.750000 Penalty: 5164.541016
	Iteration 6F: 3 clusters Score -4019078 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -4021061.250000 Penalty: 5164.541016
	Iteration 7F: 3 clusters Score -4021061 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -4022947.500000 Penalty: 5164.541016
	Iteration 8F: 3 clusters Score -4022948 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -4024236.000000 Penalty: 5164.541016
	Iteration 9F: 3 clusters Score -4024236 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -4024928.000000 Penalty: 5164.541016
	Iteration 10Q: 3 clusters Score -4024928 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -4025329.750000 Penalty: 5164.541016
	Iteration 11Q: 3 clusters Score -4025330 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -4025607.250000 Penalty: 5164.541016
	Iteration 12Q: 3 clusters Score -4025607 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -4025782.000000 Penalty: 5164.541016
	Iteration 13Q: 3 clusters Score -4025782 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -4025930.500000 Penalty: 5164.541016
	Iteration 14Q: 3 clusters Score -4025930 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -4026040.250000 Penalty: 5164.541016
	Iteration 15Q: 3 clusters Score -4026040 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -4026098.250000 Penalty: 5164.541016
	Iteration 16Q: 3 clusters Score -4026098 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -4026161.500000 Penalty: 5164.541016
	Iteration 17Q: 3 clusters Score -4026162 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -4026207.500000 Penalty: 5164.541016
	Iteration 18Q: 3 clusters Score -4026208 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -4026240.250000 Penalty: 5164.541016
	Iteration 19Q: 3 clusters Score -4026240 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -4026264.000000 Penalty: 5164.541016
	Iteration 20F: 3 clusters Score -4026264 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -4026283.250000 Penalty: 5164.541016
	Iteration 21Q: 3 clusters Score -4026283 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -4026294.750000 Penalty: 5164.541016
	Iteration 22Q: 3 clusters Score -4026295 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -4026303.250000 Penalty: 5164.541016
	Iteration 23Q: 3 clusters Score -4026303 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -4026316.000000 Penalty: 5164.541016
	Iteration 24Q: 3 clusters Score -4026316 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -4026332.000000 Penalty: 5164.541016
	Iteration 25Q: 3 clusters Score -4026332 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -4026342.000000 Penalty: 5164.541016
	Iteration 26Q: 3 clusters Score -4026342 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -4026364.000000 Penalty: 5164.541016
	Iteration 27Q: 3 clusters Score -4026364 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -4026358.750000 Penalty: 5164.541016
	Iteration 28Q: 3 clusters Score -4026359 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -4026372.250000 Penalty: 5164.541016
	Iteration 29Q: 3 clusters Score -4026372 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -4026391.000000 Penalty: 5164.541016
	Iteration 30Q: 3 clusters Score -4026391 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -4026403.750000 Penalty: 5164.541016
	Iteration 31Q: 3 clusters Score -4026404 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -4026403.750000 Penalty: 5164.541016
	Iteration 32Q: 3 clusters Score -4026404 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -4026405.000000 Penalty: 5164.541016
	Iteration 33Q: 3 clusters Score -4026405 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -4026407.250000 Penalty: 5164.541016
	Iteration 34Q: 3 clusters Score -4026407 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -4026413.000000 Penalty: 5164.541016
	Iteration 35Q: 3 clusters Score -4026413 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -4026418.750000 Penalty: 5164.541016
	Iteration 36Q: 3 clusters Score -4026419 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -4026432.000000 Penalty: 5164.541016
	Iteration 37Q: 3 clusters Score -4026432 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -4026437.250000 Penalty: 5164.541016
	Iteration 38Q: 3 clusters Score -4026437 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -4026443.000000 Penalty: 5164.541016
	Iteration 39Q: 3 clusters Score -4026443 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -4026445.500000 Penalty: 5164.541016
	Iteration 40F: 3 clusters Score -4026446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -4026447.000000 Penalty: 5164.541016
	Iteration 41Q: 3 clusters Score -4026447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -4026445.250000 Penalty: 5164.541016
	Iteration 42Q: 3 clusters Score -4026445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -4026447.500000 Penalty: 5164.541016
	Iteration 43Q: 3 clusters Score -4026448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -4026451.500000 Penalty: 5164.541016
	Iteration 44Q: 3 clusters Score -4026452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -4026452.000000 Penalty: 5164.541016
	Iteration 45Q: 3 clusters Score -4026452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -4026454.750000 Penalty: 5164.541016
	Iteration 46Q: 3 clusters Score -4026455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -4026449.750000 Penalty: 5164.541016
	Iteration 47Q: 3 clusters Score -4026450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -4026454.000000 Penalty: 5164.541016
	Iteration 48Q: 3 clusters Score -4026454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -4026450.000000 Penalty: 5164.541016
	Iteration 49Q: 3 clusters Score -4026450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -4026449.250000 Penalty: 5164.541016
	Iteration 50Q: 3 clusters Score -4026449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -4026449.500000 Penalty: 5164.541016
	Iteration 51Q: 3 clusters Score -4026450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -4026453.750000 Penalty: 5164.541016
	Iteration 52Q: 3 clusters Score -4026454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -4026448.250000 Penalty: 5164.541016
	Iteration 53Q: 3 clusters Score -4026448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -4026444.250000 Penalty: 5164.541016
	Iteration 54Q: 3 clusters Score -4026444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -4026442.750000 Penalty: 5164.541016
	Iteration 55Q: 3 clusters Score -4026443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -4026447.750000 Penalty: 5164.541016
	Iteration 56Q: 3 clusters Score -4026448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -4026451.250000 Penalty: 5164.541016
	Iteration 57Q: 3 clusters Score -4026451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -4026452.250000 Penalty: 5164.541016
	Iteration 58Q: 3 clusters Score -4026452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -4026453.750000 Penalty: 5164.541016
	Iteration 59Q: 3 clusters Score -4026454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -4026453.000000 Penalty: 5164.541016
	Iteration 60F: 3 clusters Score -4026453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Entering Unmasked Estep 
Score: -4093085.000000 Penalty: 2587.821289
	Iteration 0F: 2 clusters Score -4093085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -4069951.250000 Penalty: 5175.642578
	Iteration 0F: 3 clusters Score -4069951 nChanged 15436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -4078544.750000 Penalty: 5175.642578
	Iteration 1F: 3 clusters Score -4078545 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -4079479.500000 Penalty: 5175.642578
	Iteration 2F: 3 clusters Score -4079480 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -4080722.750000 Penalty: 5175.642578
	Iteration 3F: 3 clusters Score -4080723 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -4082321.750000 Penalty: 5175.642578
	Iteration 4F: 3 clusters Score -4082322 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -4084160.750000 Penalty: 5175.642578
	Iteration 5F: 3 clusters Score -4084161 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -4085875.000000 Penalty: 5175.642578
	Iteration 6F: 3 clusters Score -4085875 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -4087312.750000 Penalty: 5175.642578
	Iteration 7F: 3 clusters Score -4087313 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -4088403.500000 Penalty: 5175.642578
	Iteration 8F: 3 clusters Score -4088404 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -4089097.000000 Penalty: 5175.642578
	Iteration 9Q: 3 clusters Score -4089097 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -4089485.000000 Penalty: 5175.642578
	Iteration 10Q: 3 clusters Score -4089485 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -4089700.250000 Penalty: 5175.642578
	Iteration 11Q: 3 clusters Score -4089700 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -4089831.000000 Penalty: 5175.642578
	Iteration 12Q: 3 clusters Score -4089831 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -4089943.250000 Penalty: 5175.642578
	Iteration 13Q: 3 clusters Score -4089943 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -4090037.500000 Penalty: 5175.642578
	Iteration 14Q: 3 clusters Score -4090038 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -4090111.500000 Penalty: 5175.642578
	Iteration 15Q: 3 clusters Score -4090112 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -4090146.000000 Penalty: 5175.642578
	Iteration 16Q: 3 clusters Score -4090146 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -4090203.750000 Penalty: 5175.642578
	Iteration 17Q: 3 clusters Score -4090204 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -4090251.750000 Penalty: 5175.642578
	Iteration 18Q: 3 clusters Score -4090252 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -4090292.500000 Penalty: 5175.642578
	Iteration 19Q: 3 clusters Score -4090292 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -4090336.750000 Penalty: 5175.642578
	Iteration 20F: 3 clusters Score -4090337 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -4090397.750000 Penalty: 5175.642578
	Iteration 21Q: 3 clusters Score -4090398 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -4090464.000000 Penalty: 5175.642578
	Iteration 22Q: 3 clusters Score -4090464 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -4090509.750000 Penalty: 5175.642578
	Iteration 23Q: 3 clusters Score -4090510 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -4090555.500000 Penalty: 5175.642578
	Iteration 24Q: 3 clusters Score -4090556 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -4090613.250000 Penalty: 5175.642578
	Iteration 25Q: 3 clusters Score -4090613 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -4090675.750000 Penalty: 5175.642578
	Iteration 26Q: 3 clusters Score -4090676 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -4090722.000000 Penalty: 5175.642578
	Iteration 27Q: 3 clusters Score -4090722 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -4090776.250000 Penalty: 5175.642578
	Iteration 28Q: 3 clusters Score -4090776 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -4090824.250000 Penalty: 5175.642578
	Iteration 29Q: 3 clusters Score -4090824 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -4090869.750000 Penalty: 5175.642578
	Iteration 30Q: 3 clusters Score -4090870 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -4090926.750000 Penalty: 5175.642578
	Iteration 31Q: 3 clusters Score -4090927 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -4090974.000000 Penalty: 5175.642578
	Iteration 32Q: 3 clusters Score -4090974 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -4091012.750000 Penalty: 5175.642578
	Iteration 33Q: 3 clusters Score -4091013 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -4091051.500000 Penalty: 5175.642578
	Iteration 34Q: 3 clusters Score -4091052 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -4091106.500000 Penalty: 5175.642578
	Iteration 35Q: 3 clusters Score -4091106 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -4091147.500000 Penalty: 5175.642578
	Iteration 36Q: 3 clusters Score -4091148 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -4091196.750000 Penalty: 5175.642578
	Iteration 37Q: 3 clusters Score -4091197 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -4091237.500000 Penalty: 5175.642578
	Iteration 38Q: 3 clusters Score -4091238 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -4091271.250000 Penalty: 5175.642578
	Iteration 39Q: 3 clusters Score -4091271 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -4091301.750000 Penalty: 5175.642578
	Iteration 40F: 3 clusters Score -4091302 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -4091323.000000 Penalty: 5175.642578
	Iteration 41Q: 3 clusters Score -4091323 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -4091347.000000 Penalty: 5175.642578
	Iteration 42Q: 3 clusters Score -4091347 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -4091344.750000 Penalty: 5175.642578
	Iteration 43Q: 3 clusters Score -4091345 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -4091357.250000 Penalty: 5175.642578
	Iteration 44Q: 3 clusters Score -4091357 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -4091372.750000 Penalty: 5175.642578
	Iteration 45Q: 3 clusters Score -4091373 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -4091388.250000 Penalty: 5175.642578
	Iteration 46Q: 3 clusters Score -4091388 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -4091407.250000 Penalty: 5175.642578
	Iteration 47Q: 3 clusters Score -4091407 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -4091438.500000 Penalty: 5175.642578
	Iteration 48Q: 3 clusters Score -4091438 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -4091463.250000 Penalty: 5175.642578
	Iteration 49Q: 3 clusters Score -4091463 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -4091468.000000 Penalty: 5175.642578
	Iteration 50Q: 3 clusters Score -4091468 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -4091483.750000 Penalty: 5175.642578
	Iteration 51Q: 3 clusters Score -4091484 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -4091507.500000 Penalty: 5175.642578
	Iteration 52Q: 3 clusters Score -4091508 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -4091524.250000 Penalty: 5175.642578
	Iteration 53Q: 3 clusters Score -4091524 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -4091535.000000 Penalty: 5175.642578
	Iteration 54Q: 3 clusters Score -4091535 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -4091569.250000 Penalty: 5175.642578
	Iteration 55Q: 3 clusters Score -4091569 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -4091612.500000 Penalty: 5175.642578
	Iteration 56Q: 3 clusters Score -4091612 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -4091620.750000 Penalty: 5175.642578
	Iteration 57Q: 3 clusters Score -4091621 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -4091634.000000 Penalty: 5175.642578
	Iteration 58Q: 3 clusters Score -4091634 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -4091657.750000 Penalty: 5175.642578
	Iteration 59Q: 3 clusters Score -4091658 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -4091668.750000 Penalty: 5175.642578
	Iteration 60F: 3 clusters Score -4091669 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -4091696.250000 Penalty: 5175.642578
	Iteration 61Q: 3 clusters Score -4091696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -4091710.000000 Penalty: 5175.642578
	Iteration 62Q: 3 clusters Score -4091710 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -4091721.500000 Penalty: 5175.642578
	Iteration 63Q: 3 clusters Score -4091722 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -4091743.250000 Penalty: 5175.642578
	Iteration 64Q: 3 clusters Score -4091743 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -4091755.500000 Penalty: 5175.642578
	Iteration 65Q: 3 clusters Score -4091756 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -4091762.000000 Penalty: 5175.642578
	Iteration 66Q: 3 clusters Score -4091762 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -4091771.250000 Penalty: 5175.642578
	Iteration 67Q: 3 clusters Score -4091771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -4091779.250000 Penalty: 5175.642578
	Iteration 68Q: 3 clusters Score -4091779 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -4091780.500000 Penalty: 5175.642578
	Iteration 69Q: 3 clusters Score -4091780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -4091789.250000 Penalty: 5175.642578
	Iteration 70Q: 3 clusters Score -4091789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -4091792.000000 Penalty: 5175.642578
	Iteration 71Q: 3 clusters Score -4091792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -4091792.750000 Penalty: 5175.642578
	Iteration 72Q: 3 clusters Score -4091793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -4091802.750000 Penalty: 5175.642578
	Iteration 73Q: 3 clusters Score -4091803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -4091807.750000 Penalty: 5175.642578
	Iteration 74Q: 3 clusters Score -4091808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -4091801.000000 Penalty: 5175.642578
	Iteration 75Q: 3 clusters Score -4091801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -4091809.750000 Penalty: 5175.642578
	Iteration 76Q: 3 clusters Score -4091810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -4091817.750000 Penalty: 5175.642578
	Iteration 77Q: 3 clusters Score -4091818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -4091817.500000 Penalty: 5175.642578
	Iteration 78Q: 3 clusters Score -4091818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -4091820.500000 Penalty: 5175.642578
	Iteration 79Q: 3 clusters Score -4091820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -4091814.250000 Penalty: 5175.642578
	Iteration 80F: 3 clusters Score -4091814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -4091811.500000 Penalty: 5175.642578
	Iteration 81Q: 3 clusters Score -4091812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -4091811.500000 Penalty: 5175.642578
	Iteration 82F: 3 clusters Score -4091812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Entering Unmasked Estep 
Score: -1111342.625000 Penalty: 2275.739746
	Iteration 0F: 2 clusters Score -1111343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1103813.375000 Penalty: 4551.479492
	Iteration 0F: 3 clusters Score -1103813 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1105920.750000 Penalty: 4551.479492
	Iteration 1F: 3 clusters Score -1105921 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1106174.625000 Penalty: 4551.479492
	Iteration 2F: 3 clusters Score -1106175 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1106384.125000 Penalty: 4551.479492
	Iteration 3F: 3 clusters Score -1106384 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1106568.250000 Penalty: 4551.479492
	Iteration 4Q: 3 clusters Score -1106568 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1106750.250000 Penalty: 4551.479492
	Iteration 5Q: 3 clusters Score -1106750 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1107003.625000 Penalty: 4551.479492
	Iteration 6Q: 3 clusters Score -1107004 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1107442.375000 Penalty: 4551.479492
	Iteration 7Q: 3 clusters Score -1107442 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1108068.500000 Penalty: 4551.479492
	Iteration 8F: 3 clusters Score -1108068 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1108735.250000 Penalty: 4551.479492
	Iteration 9F: 3 clusters Score -1108735 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1109303.250000 Penalty: 4551.479492
	Iteration 10F: 3 clusters Score -1109303 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1109736.125000 Penalty: 4551.479492
	Iteration 11F: 3 clusters Score -1109736 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1109977.625000 Penalty: 4551.479492
	Iteration 12Q: 3 clusters Score -1109978 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1110106.625000 Penalty: 4551.479492
	Iteration 13Q: 3 clusters Score -1110107 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1110182.125000 Penalty: 4551.479492
	Iteration 14Q: 3 clusters Score -1110182 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1110233.875000 Penalty: 4551.479492
	Iteration 15Q: 3 clusters Score -1110234 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1110264.125000 Penalty: 4551.479492
	Iteration 16Q: 3 clusters Score -1110264 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1110293.750000 Penalty: 4551.479492
	Iteration 17Q: 3 clusters Score -1110294 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1110318.750000 Penalty: 4551.479492
	Iteration 18Q: 3 clusters Score -1110319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1110329.875000 Penalty: 4551.479492
	Iteration 19Q: 3 clusters Score -1110330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1110339.750000 Penalty: 4551.479492
	Iteration 20F: 3 clusters Score -1110340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1110346.375000 Penalty: 4551.479492
	Iteration 21Q: 3 clusters Score -1110346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1110354.750000 Penalty: 4551.479492
	Iteration 22Q: 3 clusters Score -1110355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1110365.375000 Penalty: 4551.479492
	Iteration 23Q: 3 clusters Score -1110365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1110373.375000 Penalty: 4551.479492
	Iteration 24Q: 3 clusters Score -1110373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1110385.125000 Penalty: 4551.479492
	Iteration 25Q: 3 clusters Score -1110385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1110388.875000 Penalty: 4551.479492
	Iteration 26Q: 3 clusters Score -1110389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1110401.000000 Penalty: 4551.479492
	Iteration 27Q: 3 clusters Score -1110401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1110413.375000 Penalty: 4551.479492
	Iteration 28Q: 3 clusters Score -1110413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1110420.375000 Penalty: 4551.479492
	Iteration 29Q: 3 clusters Score -1110420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1110423.375000 Penalty: 4551.479492
	Iteration 30Q: 3 clusters Score -1110423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1110431.125000 Penalty: 4551.479492
	Iteration 31Q: 3 clusters Score -1110431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1110433.125000 Penalty: 4551.479492
	Iteration 32Q: 3 clusters Score -1110433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1110438.625000 Penalty: 4551.479492
	Iteration 33Q: 3 clusters Score -1110439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1110443.375000 Penalty: 4551.479492
	Iteration 34Q: 3 clusters Score -1110443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1110445.125000 Penalty: 4551.479492
	Iteration 35Q: 3 clusters Score -1110445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1110449.875000 Penalty: 4551.479492
	Iteration 36Q: 3 clusters Score -1110450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1110449.750000 Penalty: 4551.479492
	Iteration 37Q: 3 clusters Score -1110450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1110457.125000 Penalty: 4551.479492
	Iteration 38Q: 3 clusters Score -1110457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1110460.000000 Penalty: 4551.479492
	Iteration 39Q: 3 clusters Score -1110460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1110468.375000 Penalty: 4551.479492
	Iteration 40F: 3 clusters Score -1110468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1110469.750000 Penalty: 4551.479492
	Iteration 41Q: 3 clusters Score -1110470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1110473.750000 Penalty: 4551.479492
	Iteration 42Q: 3 clusters Score -1110474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1110472.625000 Penalty: 4551.479492
	Iteration 43Q: 3 clusters Score -1110473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1110472.625000 Penalty: 4551.479492
	Iteration 44F: 3 clusters Score -1110473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (222497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222497 members 
Entering Unmasked Estep 
Score: -26404586.000000 Penalty: 3053.541748
	Iteration 0F: 2 clusters Score -2.640459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111390 members 
Mstep: Class 2 contains 111107 members 
Entering Unmasked Estep 
Score: -26267440.000000 Penalty: 6107.083496
	Iteration 0F: 3 clusters Score -2.626744e+07 nChanged 107234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114024 members 
Mstep: Class 2 contains 108473 members 
Entering Unmasked Estep 
Score: -26330342.000000 Penalty: 6107.083496
	Iteration 1F: 3 clusters Score -2.633034e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115228 members 
Mstep: Class 2 contains 107269 members 
Entering Unmasked Estep 
Score: -26332154.000000 Penalty: 6107.083496
	Iteration 2Q: 3 clusters Score -2.633215e+07 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117153 members 
Mstep: Class 2 contains 105344 members 
Entering Unmasked Estep 
Score: -26335396.000000 Penalty: 6107.083496
	Iteration 3Q: 3 clusters Score -2.63354e+07 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119943 members 
Mstep: Class 2 contains 102554 members 
Entering Unmasked Estep 
Score: -26340692.000000 Penalty: 6107.083496
	Iteration 4Q: 3 clusters Score -2.634069e+07 nChanged 13411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123794 members 
Mstep: Class 2 contains 98703 members 
Entering Unmasked Estep 
Score: -26348530.000000 Penalty: 6107.083496
	Iteration 5F: 3 clusters Score -2.634853e+07 nChanged 15387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128467 members 
Mstep: Class 2 contains 94030 members 
Entering Unmasked Estep 
Score: -26359250.000000 Penalty: 6107.083496
	Iteration 6F: 3 clusters Score -2.635925e+07 nChanged 16223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132502 members 
Mstep: Class 2 contains 89995 members 
Entering Unmasked Estep 
Score: -26371018.000000 Penalty: 6107.083496
	Iteration 7F: 3 clusters Score -2.637102e+07 nChanged 14367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134457 members 
Mstep: Class 2 contains 88040 members 
Entering Unmasked Estep 
Score: -26379408.000000 Penalty: 6107.083496
	Iteration 8F: 3 clusters Score -2.637941e+07 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134675 members 
Mstep: Class 2 contains 87822 members 
Entering Unmasked Estep 
Score: -26382834.000000 Penalty: 6107.083496
	Iteration 9Q: 3 clusters Score -2.638283e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134092 members 
Mstep: Class 2 contains 88405 members 
Entering Unmasked Estep 
Score: -26383878.000000 Penalty: 6107.083496
	Iteration 10Q: 3 clusters Score -2.638388e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133200 members 
Mstep: Class 2 contains 89297 members 
Entering Unmasked Estep 
Score: -26384568.000000 Penalty: 6107.083496
	Iteration 11Q: 3 clusters Score -2.638457e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132170 members 
Mstep: Class 2 contains 90327 members 
Entering Unmasked Estep 
Score: -26385098.000000 Penalty: 6107.083496
	Iteration 12Q: 3 clusters Score -2.63851e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131016 members 
Mstep: Class 2 contains 91481 members 
Entering Unmasked Estep 
Score: -26385762.000000 Penalty: 6107.083496
	Iteration 13Q: 3 clusters Score -2.638576e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129782 members 
Mstep: Class 2 contains 92715 members 
Entering Unmasked Estep 
Score: -26386202.000000 Penalty: 6107.083496
	Iteration 14Q: 3 clusters Score -2.63862e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128400 members 
Mstep: Class 2 contains 94097 members 
Entering Unmasked Estep 
Score: -26386710.000000 Penalty: 6107.083496
	Iteration 15Q: 3 clusters Score -2.638671e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126995 members 
Mstep: Class 2 contains 95502 members 
Entering Unmasked Estep 
Score: -26387184.000000 Penalty: 6107.083496
	Iteration 16Q: 3 clusters Score -2.638718e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125479 members 
Mstep: Class 2 contains 97018 members 
Entering Unmasked Estep 
Score: -26387856.000000 Penalty: 6107.083496
	Iteration 17Q: 3 clusters Score -2.638786e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123658 members 
Mstep: Class 2 contains 98839 members 
Entering Unmasked Estep 
Score: -26388540.000000 Penalty: 6107.083496
	Iteration 18Q: 3 clusters Score -2.638854e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121784 members 
Mstep: Class 2 contains 100713 members 
Entering Unmasked Estep 
Score: -26389186.000000 Penalty: 6107.083496
	Iteration 19Q: 3 clusters Score -2.638919e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119758 members 
Mstep: Class 2 contains 102739 members 
Entering Unmasked Estep 
Score: -26389812.000000 Penalty: 6107.083496
	Iteration 20F: 3 clusters Score -2.638981e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117563 members 
Mstep: Class 2 contains 104934 members 
Entering Unmasked Estep 
Score: -26390410.000000 Penalty: 6107.083496
	Iteration 21Q: 3 clusters Score -2.639041e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115455 members 
Mstep: Class 2 contains 107042 members 
Entering Unmasked Estep 
Score: -26391002.000000 Penalty: 6107.083496
	Iteration 22Q: 3 clusters Score -2.6391e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113348 members 
Mstep: Class 2 contains 109149 members 
Entering Unmasked Estep 
Score: -26391742.000000 Penalty: 6107.083496
	Iteration 23Q: 3 clusters Score -2.639174e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111274 members 
Mstep: Class 2 contains 111223 members 
Entering Unmasked Estep 
Score: -26392440.000000 Penalty: 6107.083496
	Iteration 24Q: 3 clusters Score -2.639244e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109336 members 
Mstep: Class 2 contains 113161 members 
Entering Unmasked Estep 
Score: -26392942.000000 Penalty: 6107.083496
	Iteration 25Q: 3 clusters Score -2.639294e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107550 members 
Mstep: Class 2 contains 114947 members 
Entering Unmasked Estep 
Score: -26393382.000000 Penalty: 6107.083496
	Iteration 26Q: 3 clusters Score -2.639338e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105930 members 
Mstep: Class 2 contains 116567 members 
Entering Unmasked Estep 
Score: -26393986.000000 Penalty: 6107.083496
	Iteration 27Q: 3 clusters Score -2.639399e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104395 members 
Mstep: Class 2 contains 118102 members 
Entering Unmasked Estep 
Score: -26394274.000000 Penalty: 6107.083496
	Iteration 28Q: 3 clusters Score -2.639427e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103078 members 
Mstep: Class 2 contains 119419 members 
Entering Unmasked Estep 
Score: -26394536.000000 Penalty: 6107.083496
	Iteration 29Q: 3 clusters Score -2.639454e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101874 members 
Mstep: Class 2 contains 120623 members 
Entering Unmasked Estep 
Score: -26394524.000000 Penalty: 6107.083496
	Iteration 30Q: 3 clusters Score -2.639452e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100884 members 
Mstep: Class 2 contains 121613 members 
Entering Unmasked Estep 
Score: -26394764.000000 Penalty: 6107.083496
	Iteration 31Q: 3 clusters Score -2.639476e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99946 members 
Mstep: Class 2 contains 122551 members 
Entering Unmasked Estep 
Score: -26394948.000000 Penalty: 6107.083496
	Iteration 32Q: 3 clusters Score -2.639495e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99045 members 
Mstep: Class 2 contains 123452 members 
Entering Unmasked Estep 
Score: -26395030.000000 Penalty: 6107.083496
	Iteration 33Q: 3 clusters Score -2.639503e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98173 members 
Mstep: Class 2 contains 124324 members 
Entering Unmasked Estep 
Score: -26394988.000000 Penalty: 6107.083496
	Iteration 34Q: 3 clusters Score -2.639499e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97316 members 
Mstep: Class 2 contains 125181 members 
Entering Unmasked Estep 
Score: -26394988.000000 Penalty: 6107.083496
	Iteration 35Q: 3 clusters Score -2.639499e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96489 members 
Mstep: Class 2 contains 126008 members 
Entering Unmasked Estep 
Score: -26394900.000000 Penalty: 6107.083496
	Iteration 36Q: 3 clusters Score -2.63949e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95749 members 
Mstep: Class 2 contains 126748 members 
Entering Unmasked Estep 
Score: -26394906.000000 Penalty: 6107.083496
	Iteration 37Q: 3 clusters Score -2.639491e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95098 members 
Mstep: Class 2 contains 127399 members 
Entering Unmasked Estep 
Score: -26394858.000000 Penalty: 6107.083496
	Iteration 38Q: 3 clusters Score -2.639486e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94465 members 
Mstep: Class 2 contains 128032 members 
Entering Unmasked Estep 
Score: -26394698.000000 Penalty: 6107.083496
	Iteration 39Q: 3 clusters Score -2.63947e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93874 members 
Mstep: Class 2 contains 128623 members 
Entering Unmasked Estep 
Score: -26394608.000000 Penalty: 6107.083496
	Iteration 40F: 3 clusters Score -2.639461e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93303 members 
Mstep: Class 2 contains 129194 members 
Entering Unmasked Estep 
Score: -26394500.000000 Penalty: 6107.083496
	Iteration 41Q: 3 clusters Score -2.63945e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92756 members 
Mstep: Class 2 contains 129741 members 
Entering Unmasked Estep 
Score: -26394406.000000 Penalty: 6107.083496
	Iteration 42Q: 3 clusters Score -2.639441e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92195 members 
Mstep: Class 2 contains 130302 members 
Entering Unmasked Estep 
Score: -26394190.000000 Penalty: 6107.083496
	Iteration 43Q: 3 clusters Score -2.639419e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91604 members 
Mstep: Class 2 contains 130893 members 
Entering Unmasked Estep 
Score: -26394138.000000 Penalty: 6107.083496
	Iteration 44Q: 3 clusters Score -2.639414e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90935 members 
Mstep: Class 2 contains 131562 members 
Entering Unmasked Estep 
Score: -26394068.000000 Penalty: 6107.083496
	Iteration 45Q: 3 clusters Score -2.639407e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90273 members 
Mstep: Class 2 contains 132224 members 
Entering Unmasked Estep 
Score: -26393950.000000 Penalty: 6107.083496
	Iteration 46Q: 3 clusters Score -2.639395e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89575 members 
Mstep: Class 2 contains 132922 members 
Entering Unmasked Estep 
Score: -26393822.000000 Penalty: 6107.083496
	Iteration 47Q: 3 clusters Score -2.639382e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88853 members 
Mstep: Class 2 contains 133644 members 
Entering Unmasked Estep 
Score: -26393736.000000 Penalty: 6107.083496
	Iteration 48Q: 3 clusters Score -2.639374e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88106 members 
Mstep: Class 2 contains 134391 members 
Entering Unmasked Estep 
Score: -26393664.000000 Penalty: 6107.083496
	Iteration 49Q: 3 clusters Score -2.639366e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87291 members 
Mstep: Class 2 contains 135206 members 
Entering Unmasked Estep 
Score: -26393554.000000 Penalty: 6107.083496
	Iteration 50Q: 3 clusters Score -2.639355e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86465 members 
Mstep: Class 2 contains 136032 members 
Entering Unmasked Estep 
Score: -26393448.000000 Penalty: 6107.083496
	Iteration 51Q: 3 clusters Score -2.639345e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85610 members 
Mstep: Class 2 contains 136887 members 
Entering Unmasked Estep 
Score: -26393318.000000 Penalty: 6107.083496
	Iteration 52Q: 3 clusters Score -2.639332e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84679 members 
Mstep: Class 2 contains 137818 members 
Entering Unmasked Estep 
Score: -26393134.000000 Penalty: 6107.083496
	Iteration 53Q: 3 clusters Score -2.639313e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83744 members 
Mstep: Class 2 contains 138753 members 
Entering Unmasked Estep 
Score: -26393034.000000 Penalty: 6107.083496
	Iteration 54Q: 3 clusters Score -2.639303e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82844 members 
Mstep: Class 2 contains 139653 members 
Entering Unmasked Estep 
Score: -26392984.000000 Penalty: 6107.083496
	Iteration 55Q: 3 clusters Score -2.639298e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81854 members 
Mstep: Class 2 contains 140643 members 
Entering Unmasked Estep 
Score: -26392866.000000 Penalty: 6107.083496
	Iteration 56Q: 3 clusters Score -2.639287e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80850 members 
Mstep: Class 2 contains 141647 members 
Entering Unmasked Estep 
Score: -26392790.000000 Penalty: 6107.083496
	Iteration 57Q: 3 clusters Score -2.639279e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79850 members 
Mstep: Class 2 contains 142647 members 
Entering Unmasked Estep 
Score: -26392708.000000 Penalty: 6107.083496
	Iteration 58Q: 3 clusters Score -2.639271e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 143686 members 
Entering Unmasked Estep 
Score: -26392536.000000 Penalty: 6107.083496
	Iteration 59Q: 3 clusters Score -2.639254e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77756 members 
Mstep: Class 2 contains 144741 members 
Entering Unmasked Estep 
Score: -26392464.000000 Penalty: 6107.083496
	Iteration 60F: 3 clusters Score -2.639246e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76672 members 
Mstep: Class 2 contains 145825 members 
Entering Unmasked Estep 
Score: -26392438.000000 Penalty: 6107.083496
	Iteration 61Q: 3 clusters Score -2.639244e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75559 members 
Mstep: Class 2 contains 146938 members 
Entering Unmasked Estep 
Score: -26392356.000000 Penalty: 6107.083496
	Iteration 62Q: 3 clusters Score -2.639236e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74440 members 
Mstep: Class 2 contains 148057 members 
Entering Unmasked Estep 
Score: -26392290.000000 Penalty: 6107.083496
	Iteration 63Q: 3 clusters Score -2.639229e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73262 members 
Mstep: Class 2 contains 149235 members 
Entering Unmasked Estep 
Score: -26392236.000000 Penalty: 6107.083496
	Iteration 64Q: 3 clusters Score -2.639224e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72044 members 
Mstep: Class 2 contains 150453 members 
Entering Unmasked Estep 
Score: -26392082.000000 Penalty: 6107.083496
	Iteration 65Q: 3 clusters Score -2.639208e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70721 members 
Mstep: Class 2 contains 151776 members 
Entering Unmasked Estep 
Score: -26391998.000000 Penalty: 6107.083496
	Iteration 66Q: 3 clusters Score -2.6392e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69297 members 
Mstep: Class 2 contains 153200 members 
Entering Unmasked Estep 
Score: -26391936.000000 Penalty: 6107.083496
	Iteration 67Q: 3 clusters Score -2.639194e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67760 members 
Mstep: Class 2 contains 154737 members 
Entering Unmasked Estep 
Score: -26391880.000000 Penalty: 6107.083496
	Iteration 68Q: 3 clusters Score -2.639188e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66047 members 
Mstep: Class 2 contains 156450 members 
Entering Unmasked Estep 
Score: -26391766.000000 Penalty: 6107.083496
	Iteration 69Q: 3 clusters Score -2.639177e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64220 members 
Mstep: Class 2 contains 158277 members 
Entering Unmasked Estep 
Score: -26391780.000000 Penalty: 6107.083496
	Iteration 70Q: 3 clusters Score -2.639178e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 160118 members 
Entering Unmasked Estep 
Score: -26391776.000000 Penalty: 6107.083496
	Iteration 71Q: 3 clusters Score -2.639178e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60425 members 
Mstep: Class 2 contains 162072 members 
Entering Unmasked Estep 
Score: -26391692.000000 Penalty: 6107.083496
	Iteration 72Q: 3 clusters Score -2.639169e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58440 members 
Mstep: Class 2 contains 164057 members 
Entering Unmasked Estep 
Score: -26391770.000000 Penalty: 6107.083496
	Iteration 73Q: 3 clusters Score -2.639177e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56441 members 
Mstep: Class 2 contains 166056 members 
Entering Unmasked Estep 
Score: -26391488.000000 Penalty: 6107.083496
	Iteration 74Q: 3 clusters Score -2.639149e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 168034 members 
Entering Unmasked Estep 
Score: -26391444.000000 Penalty: 6107.083496
	Iteration 75Q: 3 clusters Score -2.639144e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52370 members 
Mstep: Class 2 contains 170127 members 
Entering Unmasked Estep 
Score: -26391388.000000 Penalty: 6107.083496
	Iteration 76Q: 3 clusters Score -2.639139e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 172307 members 
Entering Unmasked Estep 
Score: -26391482.000000 Penalty: 6107.083496
	Iteration 77Q: 3 clusters Score -2.639148e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 174442 members 
Entering Unmasked Estep 
Score: -26391406.000000 Penalty: 6107.083496
	Iteration 78Q: 3 clusters Score -2.639141e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45928 members 
Mstep: Class 2 contains 176569 members 
Entering Unmasked Estep 
Score: -26391454.000000 Penalty: 6107.083496
	Iteration 79Q: 3 clusters Score -2.639145e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 178610 members 
Entering Unmasked Estep 
Score: -26391504.000000 Penalty: 6107.083496
	Iteration 80F: 3 clusters Score -2.63915e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 180557 members 
Entering Unmasked Estep 
Score: -26391500.000000 Penalty: 6107.083496
	Iteration 81Q: 3 clusters Score -2.63915e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 182406 members 
Entering Unmasked Estep 
Score: -26391638.000000 Penalty: 6107.083496
	Iteration 82Q: 3 clusters Score -2.639164e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 184197 members 
Entering Unmasked Estep 
Score: -26391752.000000 Penalty: 6107.083496
	Iteration 83Q: 3 clusters Score -2.639175e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 185976 members 
Entering Unmasked Estep 
Score: -26391924.000000 Penalty: 6107.083496
	Iteration 84Q: 3 clusters Score -2.639192e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 187695 members 
Entering Unmasked Estep 
Score: -26392004.000000 Penalty: 6107.083496
	Iteration 85Q: 3 clusters Score -2.6392e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 189336 members 
Entering Unmasked Estep 
Score: -26392232.000000 Penalty: 6107.083496
	Iteration 86Q: 3 clusters Score -2.639223e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 190975 members 
Entering Unmasked Estep 
Score: -26393186.000000 Penalty: 6107.083496
	Iteration 87Q: 3 clusters Score -2.639319e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 192674 members 
Entering Unmasked Estep 
Score: -26393822.000000 Penalty: 6107.083496
	Iteration 88Q: 3 clusters Score -2.639382e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 194434 members 
Entering Unmasked Estep 
Score: -26394764.000000 Penalty: 6107.083496
	Iteration 89Q: 3 clusters Score -2.639476e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 196161 members 
Entering Unmasked Estep 
Score: -26395492.000000 Penalty: 6107.083496
	Iteration 90Q: 3 clusters Score -2.639549e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 197846 members 
Entering Unmasked Estep 
Score: -26396352.000000 Penalty: 6107.083496
	Iteration 91Q: 3 clusters Score -2.639635e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 199481 members 
Entering Unmasked Estep 
Score: -26397124.000000 Penalty: 6107.083496
	Iteration 92Q: 3 clusters Score -2.639712e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 201086 members 
Entering Unmasked Estep 
Score: -26397800.000000 Penalty: 6107.083496
	Iteration 93Q: 3 clusters Score -2.63978e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 202680 members 
Entering Unmasked Estep 
Score: -26398444.000000 Penalty: 6107.083496
	Iteration 94Q: 3 clusters Score -2.639844e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 204279 members 
Entering Unmasked Estep 
Score: -26399248.000000 Penalty: 6107.083496
	Iteration 95Q: 3 clusters Score -2.639925e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 205793 members 
Entering Unmasked Estep 
Score: -26400032.000000 Penalty: 6107.083496
	Iteration 96Q: 3 clusters Score -2.640003e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 207199 members 
Entering Unmasked Estep 
Score: -26400608.000000 Penalty: 6107.083496
	Iteration 97Q: 3 clusters Score -2.640061e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 208538 members 
Entering Unmasked Estep 
Score: -26401174.000000 Penalty: 6107.083496
	Iteration 98Q: 3 clusters Score -2.640117e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 209829 members 
Entering Unmasked Estep 
Score: -26401652.000000 Penalty: 6107.083496
	Iteration 99Q: 3 clusters Score -2.640165e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 211021 members 
Entering Unmasked Estep 
Score: -26401906.000000 Penalty: 6107.083496
	Iteration 100F: 3 clusters Score -2.640191e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 212127 members 
Entering Unmasked Estep 
Score: -26402126.000000 Penalty: 6107.083496
	Iteration 101Q: 3 clusters Score -2.640213e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 213122 members 
Entering Unmasked Estep 
Score: -26402378.000000 Penalty: 6107.083496
	Iteration 102Q: 3 clusters Score -2.640238e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 214018 members 
Entering Unmasked Estep 
Score: -26402438.000000 Penalty: 6107.083496
	Iteration 103Q: 3 clusters Score -2.640244e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 214825 members 
Entering Unmasked Estep 
Score: -26402582.000000 Penalty: 6107.083496
	Iteration 104Q: 3 clusters Score -2.640258e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 215548 members 
Entering Unmasked Estep 
Score: -26402632.000000 Penalty: 6107.083496
	Iteration 105Q: 3 clusters Score -2.640263e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 216208 members 
Entering Unmasked Estep 
Score: -26402718.000000 Penalty: 6107.083496
	Iteration 106Q: 3 clusters Score -2.640272e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 216766 members 
Entering Unmasked Estep 
Score: -26402742.000000 Penalty: 6107.083496
	Iteration 107Q: 3 clusters Score -2.640274e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 217239 members 
Entering Unmasked Estep 
Score: -26402762.000000 Penalty: 6107.083496
	Iteration 108Q: 3 clusters Score -2.640276e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 217639 members 
Entering Unmasked Estep 
Score: -26402712.000000 Penalty: 6107.083496
	Iteration 109Q: 3 clusters Score -2.640271e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 217973 members 
Entering Unmasked Estep 
Score: -26402724.000000 Penalty: 6107.083496
	Iteration 110Q: 3 clusters Score -2.640272e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 218262 members 
Entering Unmasked Estep 
Score: -26402766.000000 Penalty: 6107.083496
	Iteration 111Q: 3 clusters Score -2.640277e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 218514 members 
Entering Unmasked Estep 
Score: -26402786.000000 Penalty: 6107.083496
	Iteration 112Q: 3 clusters Score -2.640279e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 218715 members 
Entering Unmasked Estep 
Score: -26402752.000000 Penalty: 6107.083496
	Iteration 113Q: 3 clusters Score -2.640275e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 218899 members 
Entering Unmasked Estep 
Score: -26402746.000000 Penalty: 6107.083496
	Iteration 114Q: 3 clusters Score -2.640275e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 219061 members 
Entering Unmasked Estep 
Score: -26402762.000000 Penalty: 6107.083496
	Iteration 115Q: 3 clusters Score -2.640276e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 219202 members 
Entering Unmasked Estep 
Score: -26402790.000000 Penalty: 6107.083496
	Iteration 116Q: 3 clusters Score -2.640279e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 219304 members 
Entering Unmasked Estep 
Score: -26402788.000000 Penalty: 6107.083496
	Iteration 117Q: 3 clusters Score -2.640279e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 219393 members 
Entering Unmasked Estep 
Score: -26402786.000000 Penalty: 6107.083496
	Iteration 118Q: 3 clusters Score -2.640279e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 219478 members 
Entering Unmasked Estep 
Score: -26402784.000000 Penalty: 6107.083496
	Iteration 119Q: 3 clusters Score -2.640278e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 219555 members 
Entering Unmasked Estep 
Score: -26402748.000000 Penalty: 6107.083496
	Iteration 120F: 3 clusters Score -2.640275e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 219627 members 
Entering Unmasked Estep 
Score: -26402738.000000 Penalty: 6107.083496
	Iteration 121Q: 3 clusters Score -2.640274e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 219691 members 
Entering Unmasked Estep 
Score: -26402766.000000 Penalty: 6107.083496
	Iteration 122Q: 3 clusters Score -2.640277e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 219751 members 
Entering Unmasked Estep 
Score: -26402732.000000 Penalty: 6107.083496
	Iteration 123Q: 3 clusters Score -2.640273e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 219805 members 
Entering Unmasked Estep 
Score: -26402748.000000 Penalty: 6107.083496
	Iteration 124Q: 3 clusters Score -2.640275e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 219850 members 
Entering Unmasked Estep 
Score: -26402750.000000 Penalty: 6107.083496
	Iteration 125Q: 3 clusters Score -2.640275e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 219896 members 
Entering Unmasked Estep 
Score: -26402776.000000 Penalty: 6107.083496
	Iteration 126Q: 3 clusters Score -2.640278e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 219945 members 
Entering Unmasked Estep 
Score: -26402782.000000 Penalty: 6107.083496
	Iteration 127Q: 3 clusters Score -2.640278e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 219984 members 
Entering Unmasked Estep 
Score: -26402754.000000 Penalty: 6107.083496
	Iteration 128Q: 3 clusters Score -2.640275e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 220025 members 
Entering Unmasked Estep 
Score: -26402732.000000 Penalty: 6107.083496
	Iteration 129Q: 3 clusters Score -2.640273e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 220056 members 
Entering Unmasked Estep 
Score: -26402724.000000 Penalty: 6107.083496
	Iteration 130Q: 3 clusters Score -2.640272e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 220083 members 
Entering Unmasked Estep 
Score: -26402726.000000 Penalty: 6107.083496
	Iteration 131Q: 3 clusters Score -2.640273e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 220108 members 
Entering Unmasked Estep 
Score: -26402712.000000 Penalty: 6107.083496
	Iteration 132Q: 3 clusters Score -2.640271e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 220133 members 
Entering Unmasked Estep 
Score: -26402688.000000 Penalty: 6107.083496
	Iteration 133Q: 3 clusters Score -2.640269e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 220162 members 
Entering Unmasked Estep 
Score: -26402706.000000 Penalty: 6107.083496
	Iteration 134Q: 3 clusters Score -2.640271e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 220183 members 
Entering Unmasked Estep 
Score: -26402690.000000 Penalty: 6107.083496
	Iteration 135Q: 3 clusters Score -2.640269e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 220205 members 
Entering Unmasked Estep 
Score: -26402690.000000 Penalty: 6107.083496
	Iteration 136Q: 3 clusters Score -2.640269e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 220228 members 
Entering Unmasked Estep 
Score: -26402662.000000 Penalty: 6107.083496
	Iteration 137Q: 3 clusters Score -2.640266e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 220250 members 
Entering Unmasked Estep 
Score: -26402674.000000 Penalty: 6107.083496
	Iteration 138Q: 3 clusters Score -2.640267e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 220268 members 
Entering Unmasked Estep 
Score: -26402664.000000 Penalty: 6107.083496
	Iteration 139Q: 3 clusters Score -2.640266e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 220290 members 
Entering Unmasked Estep 
Score: -26402636.000000 Penalty: 6107.083496
	Iteration 140F: 3 clusters Score -2.640264e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 220309 members 
Entering Unmasked Estep 
Score: -26402658.000000 Penalty: 6107.083496
	Iteration 141Q: 3 clusters Score -2.640266e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 220325 members 
Entering Unmasked Estep 
Score: -26402636.000000 Penalty: 6107.083496
	Iteration 142Q: 3 clusters Score -2.640264e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 220334 members 
Entering Unmasked Estep 
Score: -26402660.000000 Penalty: 6107.083496
	Iteration 143Q: 3 clusters Score -2.640266e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 220345 members 
Entering Unmasked Estep 
Score: -26402654.000000 Penalty: 6107.083496
	Iteration 144Q: 3 clusters Score -2.640265e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 220354 members 
Entering Unmasked Estep 
Score: -26402620.000000 Penalty: 6107.083496
	Iteration 145Q: 3 clusters Score -2.640262e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 220358 members 
Entering Unmasked Estep 
Score: -26402618.000000 Penalty: 6107.083496
	Iteration 146Q: 3 clusters Score -2.640262e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 220368 members 
Entering Unmasked Estep 
Score: -26402616.000000 Penalty: 6107.083496
	Iteration 147Q: 3 clusters Score -2.640262e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 220374 members 
Entering Unmasked Estep 
Score: -26402630.000000 Penalty: 6107.083496
	Iteration 148Q: 3 clusters Score -2.640263e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 220389 members 
Entering Unmasked Estep 
Score: -26402642.000000 Penalty: 6107.083496
	Iteration 149Q: 3 clusters Score -2.640264e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 220396 members 
Entering Unmasked Estep 
Score: -26402650.000000 Penalty: 6107.083496
	Iteration 150Q: 3 clusters Score -2.640265e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 220399 members 
Entering Unmasked Estep 
Score: -26402646.000000 Penalty: 6107.083496
	Iteration 151Q: 3 clusters Score -2.640265e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 220398 members 
Entering Unmasked Estep 
Score: -26402638.000000 Penalty: 6107.083496
	Iteration 152Q: 3 clusters Score -2.640264e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 220402 members 
Entering Unmasked Estep 
Score: -26402668.000000 Penalty: 6107.083496
	Iteration 153Q: 3 clusters Score -2.640267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 220408 members 
Entering Unmasked Estep 
Score: -26402658.000000 Penalty: 6107.083496
	Iteration 154Q: 3 clusters Score -2.640266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 220415 members 
Entering Unmasked Estep 
Score: -26402672.000000 Penalty: 6107.083496
	Iteration 155Q: 3 clusters Score -2.640267e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 220425 members 
Entering Unmasked Estep 
Score: -26402670.000000 Penalty: 6107.083496
	Iteration 156Q: 3 clusters Score -2.640267e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 220430 members 
Entering Unmasked Estep 
Score: -26402674.000000 Penalty: 6107.083496
	Iteration 157Q: 3 clusters Score -2.640267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 220430 members 
Entering Unmasked Estep 
Score: -26402658.000000 Penalty: 6107.083496
	Iteration 158Q: 3 clusters Score -2.640266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 220432 members 
Entering Unmasked Estep 
Score: -26402674.000000 Penalty: 6107.083496
	Iteration 159Q: 3 clusters Score -2.640267e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 220442 members 
Entering Unmasked Estep 
Score: -26402654.000000 Penalty: 6107.083496
	Iteration 160F: 3 clusters Score -2.640265e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 220442 members 
Entering Unmasked Estep 
Score: -26402646.000000 Penalty: 6107.083496
	Iteration 161Q: 3 clusters Score -2.640265e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 220451 members 
Entering Unmasked Estep 
Score: -26402634.000000 Penalty: 6107.083496
	Iteration 162Q: 3 clusters Score -2.640263e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 220460 members 
Entering Unmasked Estep 
Score: -26402660.000000 Penalty: 6107.083496
	Iteration 163Q: 3 clusters Score -2.640266e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 220470 members 
Entering Unmasked Estep 
Score: -26402648.000000 Penalty: 6107.083496
	Iteration 164Q: 3 clusters Score -2.640265e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 220490 members 
Entering Unmasked Estep 
Score: -26402664.000000 Penalty: 6107.083496
	Iteration 165Q: 3 clusters Score -2.640266e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 220505 members 
Entering Unmasked Estep 
Score: -26402700.000000 Penalty: 6107.083496
	Iteration 166Q: 3 clusters Score -2.64027e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 220513 members 
Entering Unmasked Estep 
Score: -26402682.000000 Penalty: 6107.083496
	Iteration 167Q: 3 clusters Score -2.640268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 220517 members 
Entering Unmasked Estep 
Score: -26402680.000000 Penalty: 6107.083496
	Iteration 168Q: 3 clusters Score -2.640268e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 220520 members 
Entering Unmasked Estep 
Score: -26402660.000000 Penalty: 6107.083496
	Iteration 169Q: 3 clusters Score -2.640266e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 220531 members 
Entering Unmasked Estep 
Score: -26402662.000000 Penalty: 6107.083496
	Iteration 170Q: 3 clusters Score -2.640266e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 220539 members 
Entering Unmasked Estep 
Score: -26402662.000000 Penalty: 6107.083496
	Iteration 171Q: 3 clusters Score -2.640266e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 220537 members 
Entering Unmasked Estep 
Score: -26402654.000000 Penalty: 6107.083496
	Iteration 172Q: 3 clusters Score -2.640265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 220539 members 
Entering Unmasked Estep 
Score: -26402678.000000 Penalty: 6107.083496
	Iteration 173Q: 3 clusters Score -2.640268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 220543 members 
Entering Unmasked Estep 
Score: -26402678.000000 Penalty: 6107.083496
	Iteration 174Q: 3 clusters Score -2.640268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 220547 members 
Entering Unmasked Estep 
Score: -26402674.000000 Penalty: 6107.083496
	Iteration 175Q: 3 clusters Score -2.640267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 220549 members 
Entering Unmasked Estep 
Score: -26402672.000000 Penalty: 6107.083496
	Iteration 176Q: 3 clusters Score -2.640267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 220555 members 
Entering Unmasked Estep 
Score: -26402666.000000 Penalty: 6107.083496
	Iteration 177Q: 3 clusters Score -2.640267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 220559 members 
Entering Unmasked Estep 
Score: -26402672.000000 Penalty: 6107.083496
	Iteration 178Q: 3 clusters Score -2.640267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 220563 members 
Entering Unmasked Estep 
Score: -26402676.000000 Penalty: 6107.083496
	Iteration 179Q: 3 clusters Score -2.640268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 220568 members 
Entering Unmasked Estep 
Score: -26402686.000000 Penalty: 6107.083496
	Iteration 180F: 3 clusters Score -2.640269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 220572 members 
Entering Unmasked Estep 
Score: -26402686.000000 Penalty: 6107.083496
	Iteration 181Q: 3 clusters Score -2.640269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 220577 members 
Entering Unmasked Estep 
Score: -26402688.000000 Penalty: 6107.083496
	Iteration 182Q: 3 clusters Score -2.640269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 220583 members 
Entering Unmasked Estep 
Score: -26402700.000000 Penalty: 6107.083496
	Iteration 183Q: 3 clusters Score -2.64027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 220586 members 
Entering Unmasked Estep 
Score: -26402688.000000 Penalty: 6107.083496
	Iteration 184Q: 3 clusters Score -2.640269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 220588 members 
Entering Unmasked Estep 
Score: -26402716.000000 Penalty: 6107.083496
	Iteration 185Q: 3 clusters Score -2.640272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 220587 members 
Entering Unmasked Estep 
Score: -26402704.000000 Penalty: 6107.083496
	Iteration 186Q: 3 clusters Score -2.64027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 220586 members 
Entering Unmasked Estep 
Score: -26402706.000000 Penalty: 6107.083496
	Iteration 187Q: 3 clusters Score -2.640271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 220586 members 
Entering Unmasked Estep 
Score: -26402704.000000 Penalty: 6107.083496
	Iteration 188Q: 3 clusters Score -2.64027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 220592 members 
Entering Unmasked Estep 
Score: -26402722.000000 Penalty: 6107.083496
	Iteration 189Q: 3 clusters Score -2.640272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 220593 members 
Entering Unmasked Estep 
Score: -26402704.000000 Penalty: 6107.083496
	Iteration 190Q: 3 clusters Score -2.64027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 220593 members 
Entering Unmasked Estep 
Score: -26402718.000000 Penalty: 6107.083496
	Iteration 191Q: 3 clusters Score -2.640272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 220594 members 
Entering Unmasked Estep 
Score: -26402714.000000 Penalty: 6107.083496
	Iteration 192Q: 3 clusters Score -2.640271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 220593 members 
Entering Unmasked Estep 
Score: -26402716.000000 Penalty: 6107.083496
	Iteration 193Q: 3 clusters Score -2.640272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 220592 members 
Entering Unmasked Estep 
Score: -26402720.000000 Penalty: 6107.083496
	Iteration 194Q: 3 clusters Score -2.640272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 220592 members 
Entering Unmasked Estep 
Score: -26402720.000000 Penalty: 6107.083496
	Iteration 195F: 3 clusters Score -2.640272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Entering Unmasked Estep 
Score: -493123.656250 Penalty: 2072.017578
	Iteration 0F: 2 clusters Score -493123.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -489054.562500 Penalty: 4144.035156
	Iteration 0F: 3 clusters Score -489054.6 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -490010.500000 Penalty: 4144.035156
	Iteration 1F: 3 clusters Score -490010.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -490201.937500 Penalty: 4144.035156
	Iteration 2F: 3 clusters Score -490201.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -490298.250000 Penalty: 4144.035156
	Iteration 3Q: 3 clusters Score -490298.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -490364.750000 Penalty: 4144.035156
	Iteration 4Q: 3 clusters Score -490364.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -490406.937500 Penalty: 4144.035156
	Iteration 5Q: 3 clusters Score -490406.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -490440.906250 Penalty: 4144.035156
	Iteration 6Q: 3 clusters Score -490440.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -490484.218750 Penalty: 4144.035156
	Iteration 7Q: 3 clusters Score -490484.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -490537.593750 Penalty: 4144.035156
	Iteration 8Q: 3 clusters Score -490537.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -490603.625000 Penalty: 4144.035156
	Iteration 9Q: 3 clusters Score -490603.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -490685.062500 Penalty: 4144.035156
	Iteration 10Q: 3 clusters Score -490685.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -490774.718750 Penalty: 4144.035156
	Iteration 11Q: 3 clusters Score -490774.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -490868.468750 Penalty: 4144.035156
	Iteration 12Q: 3 clusters Score -490868.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -490946.000000 Penalty: 4144.035156
	Iteration 13Q: 3 clusters Score -490946 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -491036.718750 Penalty: 4144.035156
	Iteration 14Q: 3 clusters Score -491036.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -491127.343750 Penalty: 4144.035156
	Iteration 15Q: 3 clusters Score -491127.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -491225.437500 Penalty: 4144.035156
	Iteration 16Q: 3 clusters Score -491225.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -491334.500000 Penalty: 4144.035156
	Iteration 17Q: 3 clusters Score -491334.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -491426.875000 Penalty: 4144.035156
	Iteration 18Q: 3 clusters Score -491426.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -491483.062500 Penalty: 4144.035156
	Iteration 19Q: 3 clusters Score -491483.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -491536.687500 Penalty: 4144.035156
	Iteration 20F: 3 clusters Score -491536.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -491598.843750 Penalty: 4144.035156
	Iteration 21Q: 3 clusters Score -491598.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -491648.093750 Penalty: 4144.035156
	Iteration 22Q: 3 clusters Score -491648.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -491688.625000 Penalty: 4144.035156
	Iteration 23Q: 3 clusters Score -491688.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -491720.156250 Penalty: 4144.035156
	Iteration 24Q: 3 clusters Score -491720.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -491745.031250 Penalty: 4144.035156
	Iteration 25Q: 3 clusters Score -491745 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -491773.375000 Penalty: 4144.035156
	Iteration 26Q: 3 clusters Score -491773.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -491801.531250 Penalty: 4144.035156
	Iteration 27Q: 3 clusters Score -491801.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -491841.625000 Penalty: 4144.035156
	Iteration 28Q: 3 clusters Score -491841.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -491896.343750 Penalty: 4144.035156
	Iteration 29Q: 3 clusters Score -491896.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -491987.000000 Penalty: 4144.035156
	Iteration 30Q: 3 clusters Score -491987 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -492097.593750 Penalty: 4144.035156
	Iteration 31Q: 3 clusters Score -492097.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -492289.687500 Penalty: 4144.035156
	Iteration 32Q: 3 clusters Score -492289.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -492553.812500 Penalty: 4144.035156
	Iteration 33Q: 3 clusters Score -492553.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -492770.062500 Penalty: 4144.035156
	Iteration 34Q: 3 clusters Score -492770.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -492863.656250 Penalty: 4144.035156
	Iteration 35Q: 3 clusters Score -492863.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -492901.500000 Penalty: 4144.035156
	Iteration 36Q: 3 clusters Score -492901.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -492917.343750 Penalty: 4144.035156
	Iteration 37Q: 3 clusters Score -492917.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -492922.687500 Penalty: 4144.035156
	Iteration 38Q: 3 clusters Score -492922.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -492924.156250 Penalty: 4144.035156
	Iteration 39Q: 3 clusters Score -492924.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -492924.656250 Penalty: 4144.035156
	Iteration 40F: 3 clusters Score -492924.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -492925.656250 Penalty: 4144.035156
	Iteration 41Q: 3 clusters Score -492925.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -492925.656250 Penalty: 4144.035156
	Iteration 42F: 3 clusters Score -492925.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Entering Unmasked Estep 
Score: -2619370.250000 Penalty: 2479.442627
	Iteration 0F: 2 clusters Score -2619370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2603968.500000 Penalty: 4958.885254
	Iteration 0F: 3 clusters Score -2603968 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2609432.000000 Penalty: 4958.885254
	Iteration 1F: 3 clusters Score -2609432 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2610177.000000 Penalty: 4958.885254
	Iteration 2F: 3 clusters Score -2610177 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2611120.750000 Penalty: 4958.885254
	Iteration 3F: 3 clusters Score -2611121 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2611913.250000 Penalty: 4958.885254
	Iteration 4F: 3 clusters Score -2611913 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2612499.250000 Penalty: 4958.885254
	Iteration 5F: 3 clusters Score -2612499 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2613065.750000 Penalty: 4958.885254
	Iteration 6Q: 3 clusters Score -2613066 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2613746.750000 Penalty: 4958.885254
	Iteration 7F: 3 clusters Score -2613747 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2614471.750000 Penalty: 4958.885254
	Iteration 8F: 3 clusters Score -2614472 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2615135.500000 Penalty: 4958.885254
	Iteration 9Q: 3 clusters Score -2615136 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2615749.250000 Penalty: 4958.885254
	Iteration 10Q: 3 clusters Score -2615749 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2616331.000000 Penalty: 4958.885254
	Iteration 11Q: 3 clusters Score -2616331 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2616818.750000 Penalty: 4958.885254
	Iteration 12Q: 3 clusters Score -2616819 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2617244.000000 Penalty: 4958.885254
	Iteration 13Q: 3 clusters Score -2617244 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2617556.000000 Penalty: 4958.885254
	Iteration 14Q: 3 clusters Score -2617556 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2617783.750000 Penalty: 4958.885254
	Iteration 15Q: 3 clusters Score -2617784 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2617956.000000 Penalty: 4958.885254
	Iteration 16Q: 3 clusters Score -2617956 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2618103.250000 Penalty: 4958.885254
	Iteration 17Q: 3 clusters Score -2618103 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2618259.500000 Penalty: 4958.885254
	Iteration 18Q: 3 clusters Score -2618260 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2618413.250000 Penalty: 4958.885254
	Iteration 19Q: 3 clusters Score -2618413 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2618565.000000 Penalty: 4958.885254
	Iteration 20F: 3 clusters Score -2618565 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2618713.250000 Penalty: 4958.885254
	Iteration 21Q: 3 clusters Score -2618713 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -2618876.250000 Penalty: 4958.885254
	Iteration 22Q: 3 clusters Score -2618876 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2619019.750000 Penalty: 4958.885254
	Iteration 23Q: 3 clusters Score -2619020 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2619192.500000 Penalty: 4958.885254
	Iteration 24Q: 3 clusters Score -2619192 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -2619381.500000 Penalty: 4958.885254
	Iteration 25Q: 3 clusters Score -2619382 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -2619635.250000 Penalty: 4958.885254
	Iteration 26Q: 3 clusters Score -2619635 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2620043.500000 Penalty: 4958.885254
	Iteration 27Q: 3 clusters Score -2620044 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -2620303.000000 Penalty: 4958.885254
	Iteration 28Q: 3 clusters Score -2620303 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2620404.750000 Penalty: 4958.885254
	Iteration 29Q: 3 clusters Score -2620405 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2620426.500000 Penalty: 4958.885254
	Iteration 30Q: 3 clusters Score -2620426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2620433.750000 Penalty: 4958.885254
	Iteration 31Q: 3 clusters Score -2620434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2620442.500000 Penalty: 4958.885254
	Iteration 32Q: 3 clusters Score -2620442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -2620440.250000 Penalty: 4958.885254
	Iteration 33Q: 3 clusters Score -2620440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -2620442.250000 Penalty: 4958.885254
	Iteration 34Q: 3 clusters Score -2620442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2620441.500000 Penalty: 4958.885254
	Iteration 35Q: 3 clusters Score -2620442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2620438.500000 Penalty: 4958.885254
	Iteration 36Q: 3 clusters Score -2620438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2620438.500000 Penalty: 4958.885254
	Iteration 37F: 3 clusters Score -2620438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2268 members 
Mstep: Class 3 contains 3907 members 
Mstep: Class 4 contains 65684 members 
Mstep: Class 5 contains 20329 members 
Mstep: Class 6 contains 547 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 37283 members 
Mstep: Class 9 contains 211758 members 
Mstep: Class 10 contains 14788 members 
Mstep: Class 11 contains 15780 members 
Mstep: Class 12 contains 33269 members 
Mstep: Class 13 contains 34022 members 
Mstep: Class 16 contains 9666 members 
Mstep: Class 17 contains 222497 members 
Mstep: Class 18 contains 4251 members 
Mstep: Class 19 contains 1648 members 
Entering Unmasked Estep 
Score: -80029072.000000 Penalty: 56640.539062
Splitting cluster 19 changes total score from -80026536.000000 to -80029072.000000
So it's getting split into cluster 5.
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 2268 members 
Mstep: Class 3 contains 3907 members 
Mstep: Class 4 contains 65684 members 
Mstep: Class 6 contains 547 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 37283 members 
Mstep: Class 9 contains 211758 members 
Mstep: Class 10 contains 14788 members 
Mstep: Class 11 contains 15780 members 
Mstep: Class 12 contains 33269 members 
Mstep: Class 13 contains 34022 members 
Mstep: Class 16 contains 9666 members 
Mstep: Class 17 contains 222497 members 
Mstep: Class 18 contains 4251 members 
Mstep: Class 19 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80029936.000000 Penalty: 56640.539062
Iteration 39Q: 18 clusters Score -8.002994e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2273 members 
Mstep: Class 3 contains 3924 members 
Mstep: Class 4 contains 65246 members 
Mstep: Class 5 contains 19863 members 
Mstep: Class 6 contains 552 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 37318 members 
Mstep: Class 9 contains 211409 members 
Mstep: Class 10 contains 14719 members 
Mstep: Class 11 contains 16306 members 
Mstep: Class 12 contains 33483 members 
Mstep: Class 13 contains 34078 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 222629 members 
Mstep: Class 18 contains 4327 members 
Mstep: Class 19 contains 1996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80031128.000000 Penalty: 56640.539062
Iteration 40F: 18 clusters Score -8.003113e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2240 members 
Mstep: Class 3 contains 3933 members 
Mstep: Class 4 contains 64863 members 
Mstep: Class 5 contains 19732 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 3569 members 
Mstep: Class 8 contains 37360 members 
Mstep: Class 9 contains 211052 members 
Mstep: Class 10 contains 14658 members 
Mstep: Class 11 contains 16906 members 
Mstep: Class 12 contains 33657 members 
Mstep: Class 13 contains 34027 members 
Mstep: Class 16 contains 9475 members 
Mstep: Class 17 contains 222578 members 
Mstep: Class 18 contains 4394 members 
Mstep: Class 19 contains 2245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80031688.000000 Penalty: 56640.539062
Iteration 41Q: 18 clusters Score -8.003169e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2229 members 
Mstep: Class 3 contains 3941 members 
Mstep: Class 4 contains 64449 members 
Mstep: Class 5 contains 19622 members 
Mstep: Class 6 contains 560 members 
Mstep: Class 7 contains 3601 members 
Mstep: Class 8 contains 37396 members 
Mstep: Class 9 contains 210651 members 
Mstep: Class 10 contains 14595 members 
Mstep: Class 11 contains 17532 members 
Mstep: Class 12 contains 33791 members 
Mstep: Class 13 contains 34012 members 
Mstep: Class 16 contains 9390 members 
Mstep: Class 17 contains 222563 members 
Mstep: Class 18 contains 4482 members 
Mstep: Class 19 contains 2430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032616.000000 Penalty: 56640.539062
Iteration 42Q: 18 clusters Score -8.003262e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2221 members 
Mstep: Class 3 contains 3946 members 
Mstep: Class 4 contains 64025 members 
Mstep: Class 5 contains 19541 members 
Mstep: Class 6 contains 561 members 
Mstep: Class 7 contains 3657 members 
Mstep: Class 8 contains 37427 members 
Mstep: Class 9 contains 210225 members 
Mstep: Class 10 contains 14543 members 
Mstep: Class 11 contains 18179 members 
Mstep: Class 12 contains 33900 members 
Mstep: Class 13 contains 34009 members 
Mstep: Class 16 contains 9324 members 
Mstep: Class 17 contains 222541 members 
Mstep: Class 18 contains 4571 members 
Mstep: Class 19 contains 2571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80033536.000000 Penalty: 56640.539062
Iteration 43Q: 18 clusters Score -8.003354e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2219 members 
Mstep: Class 3 contains 3952 members 
Mstep: Class 4 contains 63588 members 
Mstep: Class 5 contains 19492 members 
Mstep: Class 6 contains 561 members 
Mstep: Class 7 contains 3733 members 
Mstep: Class 8 contains 37456 members 
Mstep: Class 9 contains 209797 members 
Mstep: Class 10 contains 14491 members 
Mstep: Class 11 contains 18776 members 
Mstep: Class 12 contains 33964 members 
Mstep: Class 13 contains 34021 members 
Mstep: Class 16 contains 9255 members 
Mstep: Class 17 contains 222625 members 
Mstep: Class 18 contains 4644 members 
Mstep: Class 19 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80033824.000000 Penalty: 56640.539062
Iteration 44Q: 18 clusters Score -8.003382e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2214 members 
Mstep: Class 3 contains 3963 members 
Mstep: Class 4 contains 63135 members 
Mstep: Class 5 contains 19450 members 
Mstep: Class 6 contains 561 members 
Mstep: Class 7 contains 3809 members 
Mstep: Class 8 contains 37510 members 
Mstep: Class 9 contains 209437 members 
Mstep: Class 10 contains 14456 members 
Mstep: Class 11 contains 19383 members 
Mstep: Class 12 contains 34038 members 
Mstep: Class 13 contains 34040 members 
Mstep: Class 16 contains 9187 members 
Mstep: Class 17 contains 222558 members 
Mstep: Class 18 contains 4781 members 
Mstep: Class 19 contains 2714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80033936.000000 Penalty: 56640.539062
Iteration 45Q: 18 clusters Score -8.003394e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2213 members 
Mstep: Class 3 contains 3970 members 
Mstep: Class 4 contains 62718 members 
Mstep: Class 5 contains 19415 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 3886 members 
Mstep: Class 8 contains 37553 members 
Mstep: Class 9 contains 209106 members 
Mstep: Class 10 contains 14410 members 
Mstep: Class 11 contains 20032 members 
Mstep: Class 12 contains 34085 members 
Mstep: Class 13 contains 34070 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 222412 members 
Mstep: Class 18 contains 4932 members 
Mstep: Class 19 contains 2744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80034136.000000 Penalty: 56640.539062
Iteration 46Q: 18 clusters Score -8.003414e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2211 members 
Mstep: Class 3 contains 3973 members 
Mstep: Class 4 contains 62325 members 
Mstep: Class 5 contains 19381 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 3994 members 
Mstep: Class 8 contains 37592 members 
Mstep: Class 9 contains 208757 members 
Mstep: Class 10 contains 14374 members 
Mstep: Class 11 contains 20710 members 
Mstep: Class 12 contains 34120 members 
Mstep: Class 13 contains 34094 members 
Mstep: Class 16 contains 9048 members 
Mstep: Class 17 contains 222279 members 
Mstep: Class 18 contains 5046 members 
Mstep: Class 19 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80034656.000000 Penalty: 56640.539062
Iteration 47Q: 18 clusters Score -8.003466e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2209 members 
Mstep: Class 3 contains 3980 members 
Mstep: Class 4 contains 61969 members 
Mstep: Class 5 contains 19345 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 4127 members 
Mstep: Class 8 contains 37644 members 
Mstep: Class 9 contains 208442 members 
Mstep: Class 10 contains 14356 members 
Mstep: Class 11 contains 21396 members 
Mstep: Class 12 contains 34173 members 
Mstep: Class 13 contains 34121 members 
Mstep: Class 16 contains 8957 members 
Mstep: Class 17 contains 222018 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 2791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80034952.000000 Penalty: 56640.539062
Iteration 48Q: 18 clusters Score -8.003495e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2208 members 
Mstep: Class 3 contains 3982 members 
Mstep: Class 4 contains 61556 members 
Mstep: Class 5 contains 19320 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 4258 members 
Mstep: Class 8 contains 37689 members 
Mstep: Class 9 contains 208202 members 
Mstep: Class 10 contains 14347 members 
Mstep: Class 11 contains 22084 members 
Mstep: Class 12 contains 34213 members 
Mstep: Class 13 contains 34125 members 
Mstep: Class 16 contains 8874 members 
Mstep: Class 17 contains 221757 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 2810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80035720.000000 Penalty: 56640.539062
Iteration 49Q: 18 clusters Score -8.003572e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2207 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 61174 members 
Mstep: Class 5 contains 19296 members 
Mstep: Class 6 contains 562 members 
Mstep: Class 7 contains 4403 members 
Mstep: Class 8 contains 37711 members 
Mstep: Class 9 contains 207978 members 
Mstep: Class 10 contains 14351 members 
Mstep: Class 11 contains 22773 members 
Mstep: Class 12 contains 34261 members 
Mstep: Class 13 contains 34138 members 
Mstep: Class 16 contains 8781 members 
Mstep: Class 17 contains 221441 members 
Mstep: Class 18 contains 5343 members 
Mstep: Class 19 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80036200.000000 Penalty: 56640.539062
Iteration 50Q: 18 clusters Score -8.00362e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2210 members 
Mstep: Class 3 contains 3989 members 
Mstep: Class 4 contains 60816 members 
Mstep: Class 5 contains 19273 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 4520 members 
Mstep: Class 8 contains 37721 members 
Mstep: Class 9 contains 207691 members 
Mstep: Class 10 contains 14346 members 
Mstep: Class 11 contains 23406 members 
Mstep: Class 12 contains 34306 members 
Mstep: Class 13 contains 34149 members 
Mstep: Class 16 contains 8690 members 
Mstep: Class 17 contains 221250 members 
Mstep: Class 18 contains 5452 members 
Mstep: Class 19 contains 2843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037024.000000 Penalty: 56640.539062
Iteration 51Q: 18 clusters Score -8.003702e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 3992 members 
Mstep: Class 4 contains 60501 members 
Mstep: Class 5 contains 19262 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 37726 members 
Mstep: Class 9 contains 207457 members 
Mstep: Class 10 contains 14340 members 
Mstep: Class 11 contains 24008 members 
Mstep: Class 12 contains 34334 members 
Mstep: Class 13 contains 34154 members 
Mstep: Class 16 contains 8603 members 
Mstep: Class 17 contains 220979 members 
Mstep: Class 18 contains 5568 members 
Mstep: Class 19 contains 2865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037432.000000 Penalty: 56640.539062
Iteration 52Q: 18 clusters Score -8.003743e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 4001 members 
Mstep: Class 4 contains 60139 members 
Mstep: Class 5 contains 19253 members 
Mstep: Class 6 contains 562 members 
Mstep: Class 7 contains 4791 members 
Mstep: Class 8 contains 37720 members 
Mstep: Class 9 contains 207261 members 
Mstep: Class 10 contains 14342 members 
Mstep: Class 11 contains 24634 members 
Mstep: Class 12 contains 34362 members 
Mstep: Class 13 contains 34167 members 
Mstep: Class 16 contains 8539 members 
Mstep: Class 17 contains 220678 members 
Mstep: Class 18 contains 5670 members 
Mstep: Class 19 contains 2882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038080.000000 Penalty: 56640.539062
Iteration 53Q: 18 clusters Score -8.003808e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2213 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 59785 members 
Mstep: Class 5 contains 19242 members 
Mstep: Class 6 contains 562 members 
Mstep: Class 7 contains 4931 members 
Mstep: Class 8 contains 37749 members 
Mstep: Class 9 contains 207094 members 
Mstep: Class 10 contains 14314 members 
Mstep: Class 11 contains 25264 members 
Mstep: Class 12 contains 34394 members 
Mstep: Class 13 contains 34183 members 
Mstep: Class 16 contains 8471 members 
Mstep: Class 17 contains 220339 members 
Mstep: Class 18 contains 5768 members 
Mstep: Class 19 contains 2891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038656.000000 Penalty: 56640.539062
Iteration 54Q: 18 clusters Score -8.003866e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2210 members 
Mstep: Class 3 contains 4015 members 
Mstep: Class 4 contains 59434 members 
Mstep: Class 5 contains 19236 members 
Mstep: Class 6 contains 565 members 
Mstep: Class 7 contains 5088 members 
Mstep: Class 8 contains 37776 members 
Mstep: Class 9 contains 206942 members 
Mstep: Class 10 contains 14284 members 
Mstep: Class 11 contains 25869 members 
Mstep: Class 12 contains 34411 members 
Mstep: Class 13 contains 34205 members 
Mstep: Class 16 contains 8397 members 
Mstep: Class 17 contains 220024 members 
Mstep: Class 18 contains 5852 members 
Mstep: Class 19 contains 2899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80039448.000000 Penalty: 56640.539062
Iteration 55Q: 18 clusters Score -8.003945e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2205 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 59121 members 
Mstep: Class 5 contains 19233 members 
Mstep: Class 6 contains 565 members 
Mstep: Class 7 contains 5252 members 
Mstep: Class 8 contains 37790 members 
Mstep: Class 9 contains 206797 members 
Mstep: Class 10 contains 14264 members 
Mstep: Class 11 contains 26480 members 
Mstep: Class 12 contains 34435 members 
Mstep: Class 13 contains 34211 members 
Mstep: Class 16 contains 8324 members 
Mstep: Class 17 contains 219685 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80040312.000000 Penalty: 56640.539062
Iteration 56Q: 18 clusters Score -8.004031e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2202 members 
Mstep: Class 3 contains 4018 members 
Mstep: Class 4 contains 58809 members 
Mstep: Class 5 contains 19230 members 
Mstep: Class 6 contains 565 members 
Mstep: Class 7 contains 5430 members 
Mstep: Class 8 contains 37793 members 
Mstep: Class 9 contains 206668 members 
Mstep: Class 10 contains 14261 members 
Mstep: Class 11 contains 27125 members 
Mstep: Class 12 contains 34467 members 
Mstep: Class 13 contains 34190 members 
Mstep: Class 16 contains 8251 members 
Mstep: Class 17 contains 219319 members 
Mstep: Class 18 contains 5942 members 
Mstep: Class 19 contains 2925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041072.000000 Penalty: 56640.539062
Iteration 57Q: 18 clusters Score -8.004107e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2202 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 58490 members 
Mstep: Class 5 contains 19225 members 
Mstep: Class 6 contains 566 members 
Mstep: Class 7 contains 5604 members 
Mstep: Class 8 contains 37766 members 
Mstep: Class 9 contains 206559 members 
Mstep: Class 10 contains 14233 members 
Mstep: Class 11 contains 27809 members 
Mstep: Class 12 contains 34493 members 
Mstep: Class 13 contains 34188 members 
Mstep: Class 16 contains 8174 members 
Mstep: Class 17 contains 218922 members 
Mstep: Class 18 contains 6009 members 
Mstep: Class 19 contains 2935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80042288.000000 Penalty: 56640.539062
Iteration 58Q: 18 clusters Score -8.004229e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2200 members 
Mstep: Class 3 contains 4014 members 
Mstep: Class 4 contains 58196 members 
Mstep: Class 5 contains 19220 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 5744 members 
Mstep: Class 8 contains 37748 members 
Mstep: Class 9 contains 206450 members 
Mstep: Class 10 contains 14194 members 
Mstep: Class 11 contains 28460 members 
Mstep: Class 12 contains 34515 members 
Mstep: Class 13 contains 34184 members 
Mstep: Class 16 contains 8112 members 
Mstep: Class 17 contains 218541 members 
Mstep: Class 18 contains 6106 members 
Mstep: Class 19 contains 2935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043176.000000 Penalty: 56640.539062
Iteration 59Q: 18 clusters Score -8.004318e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2201 members 
Mstep: Class 3 contains 4018 members 
Mstep: Class 4 contains 57923 members 
Mstep: Class 5 contains 19216 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 5848 members 
Mstep: Class 8 contains 37702 members 
Mstep: Class 9 contains 206267 members 
Mstep: Class 10 contains 14152 members 
Mstep: Class 11 contains 29128 members 
Mstep: Class 12 contains 34524 members 
Mstep: Class 13 contains 34187 members 
Mstep: Class 16 contains 8060 members 
Mstep: Class 17 contains 218155 members 
Mstep: Class 18 contains 6303 members 
Mstep: Class 19 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044024.000000 Penalty: 56640.539062
Iteration 60F: 18 clusters Score -8.004402e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2199 members 
Mstep: Class 3 contains 4023 members 
Mstep: Class 4 contains 57655 members 
Mstep: Class 5 contains 19210 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 5922 members 
Mstep: Class 8 contains 37642 members 
Mstep: Class 9 contains 206027 members 
Mstep: Class 10 contains 14107 members 
Mstep: Class 11 contains 29809 members 
Mstep: Class 12 contains 34541 members 
Mstep: Class 13 contains 34201 members 
Mstep: Class 16 contains 8006 members 
Mstep: Class 17 contains 217790 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 2935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044464.000000 Penalty: 56640.539062
Iteration 61Q: 18 clusters Score -8.004446e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2200 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 57392 members 
Mstep: Class 5 contains 19207 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 7 contains 5968 members 
Mstep: Class 8 contains 37580 members 
Mstep: Class 9 contains 205776 members 
Mstep: Class 10 contains 14061 members 
Mstep: Class 11 contains 30450 members 
Mstep: Class 12 contains 34561 members 
Mstep: Class 13 contains 34185 members 
Mstep: Class 16 contains 7944 members 
Mstep: Class 17 contains 217507 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 2944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044864.000000 Penalty: 56640.539062
Iteration 62Q: 18 clusters Score -8.004486e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2203 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 57172 members 
Mstep: Class 5 contains 19199 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6002 members 
Mstep: Class 8 contains 37487 members 
Mstep: Class 9 contains 205445 members 
Mstep: Class 10 contains 14023 members 
Mstep: Class 11 contains 31093 members 
Mstep: Class 12 contains 34582 members 
Mstep: Class 13 contains 34182 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 217333 members 
Mstep: Class 18 contains 7041 members 
Mstep: Class 19 contains 2940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80045616.000000 Penalty: 56640.539062
Iteration 63Q: 18 clusters Score -8.004562e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2201 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 56963 members 
Mstep: Class 5 contains 19192 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6032 members 
Mstep: Class 8 contains 37387 members 
Mstep: Class 9 contains 205050 members 
Mstep: Class 10 contains 13999 members 
Mstep: Class 11 contains 31719 members 
Mstep: Class 12 contains 34582 members 
Mstep: Class 13 contains 34184 members 
Mstep: Class 16 contains 7798 members 
Mstep: Class 17 contains 217259 members 
Mstep: Class 18 contains 7273 members 
Mstep: Class 19 contains 2934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80045920.000000 Penalty: 56640.539062
Iteration 64Q: 18 clusters Score -8.004592e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2203 members 
Mstep: Class 3 contains 4024 members 
Mstep: Class 4 contains 56757 members 
Mstep: Class 5 contains 19189 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6058 members 
Mstep: Class 8 contains 37301 members 
Mstep: Class 9 contains 204615 members 
Mstep: Class 10 contains 13979 members 
Mstep: Class 11 contains 32317 members 
Mstep: Class 12 contains 34598 members 
Mstep: Class 13 contains 34177 members 
Mstep: Class 16 contains 7726 members 
Mstep: Class 17 contains 217248 members 
Mstep: Class 18 contains 7484 members 
Mstep: Class 19 contains 2928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046096.000000 Penalty: 56640.539062
Iteration 65Q: 18 clusters Score -8.00461e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2201 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 56548 members 
Mstep: Class 5 contains 19189 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6080 members 
Mstep: Class 8 contains 37233 members 
Mstep: Class 9 contains 204229 members 
Mstep: Class 10 contains 13960 members 
Mstep: Class 11 contains 32941 members 
Mstep: Class 12 contains 34621 members 
Mstep: Class 13 contains 34174 members 
Mstep: Class 16 contains 7644 members 
Mstep: Class 17 contains 217198 members 
Mstep: Class 18 contains 7637 members 
Mstep: Class 19 contains 2924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046336.000000 Penalty: 56640.539062
Iteration 66Q: 18 clusters Score -8.004634e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2202 members 
Mstep: Class 3 contains 4024 members 
Mstep: Class 4 contains 56361 members 
Mstep: Class 5 contains 19183 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 7 contains 6095 members 
Mstep: Class 8 contains 37164 members 
Mstep: Class 9 contains 203824 members 
Mstep: Class 10 contains 13948 members 
Mstep: Class 11 contains 33584 members 
Mstep: Class 12 contains 34645 members 
Mstep: Class 13 contains 34170 members 
Mstep: Class 16 contains 7561 members 
Mstep: Class 17 contains 217166 members 
Mstep: Class 18 contains 7756 members 
Mstep: Class 19 contains 2918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046648.000000 Penalty: 56640.539062
Iteration 67Q: 18 clusters Score -8.004665e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 4030 members 
Mstep: Class 4 contains 56176 members 
Mstep: Class 5 contains 19179 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 6108 members 
Mstep: Class 8 contains 37090 members 
Mstep: Class 9 contains 203491 members 
Mstep: Class 10 contains 13936 members 
Mstep: Class 11 contains 34233 members 
Mstep: Class 12 contains 34626 members 
Mstep: Class 13 contains 34169 members 
Mstep: Class 16 contains 7483 members 
Mstep: Class 17 contains 217104 members 
Mstep: Class 18 contains 7863 members 
Mstep: Class 19 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046800.000000 Penalty: 56640.539062
Iteration 68Q: 18 clusters Score -8.00468e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 55982 members 
Mstep: Class 5 contains 19176 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6113 members 
Mstep: Class 8 contains 37024 members 
Mstep: Class 9 contains 203170 members 
Mstep: Class 10 contains 13927 members 
Mstep: Class 11 contains 34921 members 
Mstep: Class 12 contains 34630 members 
Mstep: Class 13 contains 34165 members 
Mstep: Class 16 contains 7418 members 
Mstep: Class 17 contains 216983 members 
Mstep: Class 18 contains 7954 members 
Mstep: Class 19 contains 2911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047080.000000 Penalty: 56640.539062
Iteration 69Q: 18 clusters Score -8.004708e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2195 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 55775 members 
Mstep: Class 5 contains 19174 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6116 members 
Mstep: Class 8 contains 36979 members 
Mstep: Class 9 contains 202915 members 
Mstep: Class 10 contains 13924 members 
Mstep: Class 11 contains 35626 members 
Mstep: Class 12 contains 34647 members 
Mstep: Class 13 contains 34160 members 
Mstep: Class 16 contains 7359 members 
Mstep: Class 17 contains 216767 members 
Mstep: Class 18 contains 8037 members 
Mstep: Class 19 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047328.000000 Penalty: 56640.539062
Iteration 70Q: 18 clusters Score -8.004733e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2193 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 55542 members 
Mstep: Class 5 contains 19174 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6111 members 
Mstep: Class 8 contains 36923 members 
Mstep: Class 9 contains 202668 members 
Mstep: Class 10 contains 13911 members 
Mstep: Class 11 contains 36351 members 
Mstep: Class 12 contains 34658 members 
Mstep: Class 13 contains 34147 members 
Mstep: Class 16 contains 7301 members 
Mstep: Class 17 contains 216608 members 
Mstep: Class 18 contains 8093 members 
Mstep: Class 19 contains 2887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047592.000000 Penalty: 56640.539062
Iteration 71Q: 18 clusters Score -8.004759e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 55306 members 
Mstep: Class 5 contains 19172 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6114 members 
Mstep: Class 8 contains 36876 members 
Mstep: Class 9 contains 202503 members 
Mstep: Class 10 contains 13902 members 
Mstep: Class 11 contains 37055 members 
Mstep: Class 12 contains 34665 members 
Mstep: Class 13 contains 34139 members 
Mstep: Class 16 contains 7239 members 
Mstep: Class 17 contains 216374 members 
Mstep: Class 18 contains 8155 members 
Mstep: Class 19 contains 2879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047616.000000 Penalty: 56640.539062
Iteration 72Q: 18 clusters Score -8.004762e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 55079 members 
Mstep: Class 5 contains 19175 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6122 members 
Mstep: Class 8 contains 36834 members 
Mstep: Class 9 contains 202329 members 
Mstep: Class 10 contains 13900 members 
Mstep: Class 11 contains 37754 members 
Mstep: Class 12 contains 34676 members 
Mstep: Class 13 contains 34131 members 
Mstep: Class 16 contains 7183 members 
Mstep: Class 17 contains 216104 members 
Mstep: Class 18 contains 8218 members 
Mstep: Class 19 contains 2870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047560.000000 Penalty: 56640.539062
Iteration 73Q: 18 clusters Score -8.004756e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2188 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 54833 members 
Mstep: Class 5 contains 19172 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6130 members 
Mstep: Class 8 contains 36783 members 
Mstep: Class 9 contains 202211 members 
Mstep: Class 10 contains 13886 members 
Mstep: Class 11 contains 38428 members 
Mstep: Class 12 contains 34690 members 
Mstep: Class 13 contains 34118 members 
Mstep: Class 16 contains 7133 members 
Mstep: Class 17 contains 215874 members 
Mstep: Class 18 contains 8262 members 
Mstep: Class 19 contains 2859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047848.000000 Penalty: 56640.539062
Iteration 74Q: 18 clusters Score -8.004785e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2190 members 
Mstep: Class 3 contains 4040 members 
Mstep: Class 4 contains 54581 members 
Mstep: Class 5 contains 19170 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6126 members 
Mstep: Class 8 contains 36707 members 
Mstep: Class 9 contains 202157 members 
Mstep: Class 10 contains 13863 members 
Mstep: Class 11 contains 39083 members 
Mstep: Class 12 contains 34710 members 
Mstep: Class 13 contains 34113 members 
Mstep: Class 16 contains 7085 members 
Mstep: Class 17 contains 215611 members 
Mstep: Class 18 contains 8316 members 
Mstep: Class 19 contains 2853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048088.000000 Penalty: 56640.539062
Iteration 75Q: 18 clusters Score -8.004809e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2191 members 
Mstep: Class 3 contains 4046 members 
Mstep: Class 4 contains 54341 members 
Mstep: Class 5 contains 19167 members 
Mstep: Class 6 contains 574 members 
Mstep: Class 7 contains 6119 members 
Mstep: Class 8 contains 36631 members 
Mstep: Class 9 contains 202178 members 
Mstep: Class 10 contains 13854 members 
Mstep: Class 11 contains 39744 members 
Mstep: Class 12 contains 34727 members 
Mstep: Class 13 contains 34099 members 
Mstep: Class 16 contains 7030 members 
Mstep: Class 17 contains 215273 members 
Mstep: Class 18 contains 8358 members 
Mstep: Class 19 contains 2850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048096.000000 Penalty: 56640.539062
Iteration 76Q: 18 clusters Score -8.00481e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2188 members 
Mstep: Class 3 contains 4048 members 
Mstep: Class 4 contains 54121 members 
Mstep: Class 5 contains 19164 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 36553 members 
Mstep: Class 9 contains 202307 members 
Mstep: Class 10 contains 13845 members 
Mstep: Class 11 contains 40372 members 
Mstep: Class 12 contains 34761 members 
Mstep: Class 13 contains 34095 members 
Mstep: Class 16 contains 6960 members 
Mstep: Class 17 contains 214843 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 2852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048464.000000 Penalty: 56640.539062
Iteration 77Q: 18 clusters Score -8.004846e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2183 members 
Mstep: Class 3 contains 4049 members 
Mstep: Class 4 contains 53921 members 
Mstep: Class 5 contains 19167 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 6117 members 
Mstep: Class 8 contains 36473 members 
Mstep: Class 9 contains 202540 members 
Mstep: Class 10 contains 13830 members 
Mstep: Class 11 contains 41005 members 
Mstep: Class 12 contains 34765 members 
Mstep: Class 13 contains 34090 members 
Mstep: Class 16 contains 6876 members 
Mstep: Class 17 contains 214351 members 
Mstep: Class 18 contains 8397 members 
Mstep: Class 19 contains 2848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048840.000000 Penalty: 56640.539062
Iteration 78Q: 18 clusters Score -8.004884e+07 nChanged 2930
Entering ConstructFrom: 
Score: -80048840.000000 Penalty: 56640.539062
Entering ConstructFrom: 
Trying to split cluster 1 (2047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Entering Unmasked Estep 
Score: -220038.062500 Penalty: 1890.784424
	Iteration 0F: 2 clusters Score -220038.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -217404.515625 Penalty: 3781.568848
	Iteration 0F: 3 clusters Score -217404.5 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -218012.609375 Penalty: 3781.568848
	Iteration 1F: 3 clusters Score -218012.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -218311.718750 Penalty: 3781.568848
	Iteration 2F: 3 clusters Score -218311.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -218538.968750 Penalty: 3781.568848
	Iteration 3F: 3 clusters Score -218539 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -218731.078125 Penalty: 3781.568848
	Iteration 4F: 3 clusters Score -218731.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -218915.625000 Penalty: 3781.568848
	Iteration 5F: 3 clusters Score -218915.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -219062.234375 Penalty: 3781.568848
	Iteration 6Q: 3 clusters Score -219062.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -219213.578125 Penalty: 3781.568848
	Iteration 7Q: 3 clusters Score -219213.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -219314.250000 Penalty: 3781.568848
	Iteration 8Q: 3 clusters Score -219314.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -219356.062500 Penalty: 3781.568848
	Iteration 9Q: 3 clusters Score -219356.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -219407.968750 Penalty: 3781.568848
	Iteration 10Q: 3 clusters Score -219408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -219478.406250 Penalty: 3781.568848
	Iteration 11Q: 3 clusters Score -219478.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -219548.578125 Penalty: 3781.568848
	Iteration 12Q: 3 clusters Score -219548.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -219572.640625 Penalty: 3781.568848
	Iteration 13Q: 3 clusters Score -219572.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -219586.218750 Penalty: 3781.568848
	Iteration 14Q: 3 clusters Score -219586.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -219593.890625 Penalty: 3781.568848
	Iteration 15Q: 3 clusters Score -219593.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -219602.046875 Penalty: 3781.568848
	Iteration 16Q: 3 clusters Score -219602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -219616.453125 Penalty: 3781.568848
	Iteration 17Q: 3 clusters Score -219616.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -219631.781250 Penalty: 3781.568848
	Iteration 18Q: 3 clusters Score -219631.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -219644.531250 Penalty: 3781.568848
	Iteration 19Q: 3 clusters Score -219644.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -219658.812500 Penalty: 3781.568848
	Iteration 20F: 3 clusters Score -219658.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -219675.656250 Penalty: 3781.568848
	Iteration 21Q: 3 clusters Score -219675.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -219694.625000 Penalty: 3781.568848
	Iteration 22Q: 3 clusters Score -219694.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -219731.484375 Penalty: 3781.568848
	Iteration 23Q: 3 clusters Score -219731.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -219785.093750 Penalty: 3781.568848
	Iteration 24Q: 3 clusters Score -219785.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -219840.484375 Penalty: 3781.568848
	Iteration 25Q: 3 clusters Score -219840.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -219888.109375 Penalty: 3781.568848
	Iteration 26Q: 3 clusters Score -219888.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -219923.625000 Penalty: 3781.568848
	Iteration 27Q: 3 clusters Score -219923.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -219973.953125 Penalty: 3781.568848
	Iteration 28Q: 3 clusters Score -219974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -220005.234375 Penalty: 3781.568848
	Iteration 29Q: 3 clusters Score -220005.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -220037.718750 Penalty: 3781.568848
	Iteration 30Q: 3 clusters Score -220037.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -220058.281250 Penalty: 3781.568848
	Iteration 31Q: 3 clusters Score -220058.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -220060.906250 Penalty: 3781.568848
	Iteration 32Q: 3 clusters Score -220060.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -220061.328125 Penalty: 3781.568848
	Iteration 33Q: 3 clusters Score -220061.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -220061.328125 Penalty: 3781.568848
	Iteration 34F: 3 clusters Score -220061.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 4042 members 
Mstep: Class 4 contains 53699 members 
Mstep: Class 5 contains 19169 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 6122 members 
Mstep: Class 8 contains 36366 members 
Mstep: Class 9 contains 202884 members 
Mstep: Class 10 contains 13808 members 
Mstep: Class 11 contains 41618 members 
Mstep: Class 12 contains 34778 members 
Mstep: Class 13 contains 34080 members 
Mstep: Class 14 contains 1179 members 
Mstep: Class 16 contains 6806 members 
Mstep: Class 17 contains 213811 members 
Mstep: Class 18 contains 8407 members 
Mstep: Class 19 contains 2842 members 
Entering Unmasked Estep 
Score: -80047720.000000 Penalty: 59972.335938
Splitting cluster 1 changes total score from -80048840.000000 to -80047720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Entering Unmasked Estep 
Score: -245809.593750 Penalty: 1906.509521
	Iteration 0F: 2 clusters Score -245809.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -243101.515625 Penalty: 3813.019043
	Iteration 0F: 3 clusters Score -243101.5 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -243774.359375 Penalty: 3813.019043
	Iteration 1F: 3 clusters Score -243774.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -243970.765625 Penalty: 3813.019043
	Iteration 2F: 3 clusters Score -243970.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -244074.187500 Penalty: 3813.019043
	Iteration 3F: 3 clusters Score -244074.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -244141.187500 Penalty: 3813.019043
	Iteration 4Q: 3 clusters Score -244141.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -244186.437500 Penalty: 3813.019043
	Iteration 5Q: 3 clusters Score -244186.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -244252.312500 Penalty: 3813.019043
	Iteration 6Q: 3 clusters Score -244252.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -244314.171875 Penalty: 3813.019043
	Iteration 7Q: 3 clusters Score -244314.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -244398.031250 Penalty: 3813.019043
	Iteration 8Q: 3 clusters Score -244398 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -244502.781250 Penalty: 3813.019043
	Iteration 9Q: 3 clusters Score -244502.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -244590.281250 Penalty: 3813.019043
	Iteration 10Q: 3 clusters Score -244590.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -244659.593750 Penalty: 3813.019043
	Iteration 11Q: 3 clusters Score -244659.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -244727.250000 Penalty: 3813.019043
	Iteration 12Q: 3 clusters Score -244727.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -244793.546875 Penalty: 3813.019043
	Iteration 13Q: 3 clusters Score -244793.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -244854.875000 Penalty: 3813.019043
	Iteration 14Q: 3 clusters Score -244854.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -244925.453125 Penalty: 3813.019043
	Iteration 15Q: 3 clusters Score -244925.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -245009.015625 Penalty: 3813.019043
	Iteration 16Q: 3 clusters Score -245009 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -245109.500000 Penalty: 3813.019043
	Iteration 17Q: 3 clusters Score -245109.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -245175.609375 Penalty: 3813.019043
	Iteration 18Q: 3 clusters Score -245175.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -245213.562500 Penalty: 3813.019043
	Iteration 19Q: 3 clusters Score -245213.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -245257.109375 Penalty: 3813.019043
	Iteration 20F: 3 clusters Score -245257.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -245296.234375 Penalty: 3813.019043
	Iteration 21Q: 3 clusters Score -245296.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -245318.875000 Penalty: 3813.019043
	Iteration 22Q: 3 clusters Score -245318.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -245331.859375 Penalty: 3813.019043
	Iteration 23Q: 3 clusters Score -245331.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -245338.390625 Penalty: 3813.019043
	Iteration 24Q: 3 clusters Score -245338.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -245340.156250 Penalty: 3813.019043
	Iteration 25Q: 3 clusters Score -245340.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -245342.031250 Penalty: 3813.019043
	Iteration 26Q: 3 clusters Score -245342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -245342.031250 Penalty: 3813.019043
	Iteration 27F: 3 clusters Score -245342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Entering Unmasked Estep 
Score: -489138.625000 Penalty: 2059.514648
	Iteration 0F: 2 clusters Score -489138.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -485207.437500 Penalty: 4119.029297
	Iteration 0F: 3 clusters Score -485207.4 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -486128.531250 Penalty: 4119.029297
	Iteration 1F: 3 clusters Score -486128.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -486476.406250 Penalty: 4119.029297
	Iteration 2F: 3 clusters Score -486476.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -486765.843750 Penalty: 4119.029297
	Iteration 3F: 3 clusters Score -486765.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -487007.656250 Penalty: 4119.029297
	Iteration 4F: 3 clusters Score -487007.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -487235.375000 Penalty: 4119.029297
	Iteration 5F: 3 clusters Score -487235.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -487445.375000 Penalty: 4119.029297
	Iteration 6F: 3 clusters Score -487445.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -487655.281250 Penalty: 4119.029297
	Iteration 7F: 3 clusters Score -487655.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -487829.218750 Penalty: 4119.029297
	Iteration 8Q: 3 clusters Score -487829.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -487946.125000 Penalty: 4119.029297
	Iteration 9Q: 3 clusters Score -487946.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -488049.718750 Penalty: 4119.029297
	Iteration 10Q: 3 clusters Score -488049.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -488140.562500 Penalty: 4119.029297
	Iteration 11Q: 3 clusters Score -488140.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -488194.250000 Penalty: 4119.029297
	Iteration 12Q: 3 clusters Score -488194.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -488229.906250 Penalty: 4119.029297
	Iteration 13Q: 3 clusters Score -488229.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -488262.625000 Penalty: 4119.029297
	Iteration 14Q: 3 clusters Score -488262.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -488281.312500 Penalty: 4119.029297
	Iteration 15Q: 3 clusters Score -488281.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -488296.593750 Penalty: 4119.029297
	Iteration 16Q: 3 clusters Score -488296.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -488308.343750 Penalty: 4119.029297
	Iteration 17Q: 3 clusters Score -488308.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -488314.062500 Penalty: 4119.029297
	Iteration 18Q: 3 clusters Score -488314.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -488317.375000 Penalty: 4119.029297
	Iteration 19Q: 3 clusters Score -488317.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -488319.250000 Penalty: 4119.029297
	Iteration 20F: 3 clusters Score -488319.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -488321.187500 Penalty: 4119.029297
	Iteration 21Q: 3 clusters Score -488321.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -488323.125000 Penalty: 4119.029297
	Iteration 22Q: 3 clusters Score -488323.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -488325.750000 Penalty: 4119.029297
	Iteration 23Q: 3 clusters Score -488325.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -488326.281250 Penalty: 4119.029297
	Iteration 24Q: 3 clusters Score -488326.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -488329.000000 Penalty: 4119.029297
	Iteration 25Q: 3 clusters Score -488329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -488329.312500 Penalty: 4119.029297
	Iteration 26Q: 3 clusters Score -488329.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -488329.781250 Penalty: 4119.029297
	Iteration 27Q: 3 clusters Score -488329.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -488329.781250 Penalty: 4119.029297
	Iteration 28F: 3 clusters Score -488329.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (53699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Entering Unmasked Estep 
Score: -6295055.000000 Penalty: 2701.005127
	Iteration 0F: 2 clusters Score -6295055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -6258945.000000 Penalty: 5402.010254
	Iteration 0F: 3 clusters Score -6258945 nChanged 24756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -6272556.000000 Penalty: 5402.010254
	Iteration 1F: 3 clusters Score -6272556 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -6272976.000000 Penalty: 5402.010254
	Iteration 2Q: 3 clusters Score -6272976 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -6273395.000000 Penalty: 5402.010254
	Iteration 3Q: 3 clusters Score -6273395 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -6273788.500000 Penalty: 5402.010254
	Iteration 4Q: 3 clusters Score -6273788 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -6274302.000000 Penalty: 5402.010254
	Iteration 5Q: 3 clusters Score -6274302 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -6274997.500000 Penalty: 5402.010254
	Iteration 6Q: 3 clusters Score -6274998 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -6276124.500000 Penalty: 5402.010254
	Iteration 7Q: 3 clusters Score -6276124 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -6278058.500000 Penalty: 5402.010254
	Iteration 8F: 3 clusters Score -6278058 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -6281251.000000 Penalty: 5402.010254
	Iteration 9F: 3 clusters Score -6281251 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -6285610.500000 Penalty: 5402.010254
	Iteration 10F: 3 clusters Score -6285610 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -6289424.500000 Penalty: 5402.010254
	Iteration 11F: 3 clusters Score -6289424 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52413 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6291454.000000 Penalty: 5402.010254
	Iteration 12Q: 3 clusters Score -6291454 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6292285.000000 Penalty: 5402.010254
	Iteration 13Q: 3 clusters Score -6292285 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53398 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6292545.000000 Penalty: 5402.010254
	Iteration 14Q: 3 clusters Score -6292545 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53466 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6292642.500000 Penalty: 5402.010254
	Iteration 15Q: 3 clusters Score -6292642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53484 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6292673.500000 Penalty: 5402.010254
	Iteration 16Q: 3 clusters Score -6292674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6292701.000000 Penalty: 5402.010254
	Iteration 17Q: 3 clusters Score -6292701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6292727.000000 Penalty: 5402.010254
	Iteration 18Q: 3 clusters Score -6292727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53500 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6292733.000000 Penalty: 5402.010254
	Iteration 19Q: 3 clusters Score -6292733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6292750.500000 Penalty: 5402.010254
	Iteration 20F: 3 clusters Score -6292750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53507 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6292753.500000 Penalty: 5402.010254
	Iteration 21Q: 3 clusters Score -6292754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -6292763.500000 Penalty: 5402.010254
	Iteration 22Q: 3 clusters Score -6292764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53508 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6292762.000000 Penalty: 5402.010254
	Iteration 23Q: 3 clusters Score -6292762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53508 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6292762.000000 Penalty: 5402.010254
	Iteration 24F: 3 clusters Score -6292762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Entering Unmasked Estep 
Score: -2291302.750000 Penalty: 2445.540283
	Iteration 0F: 2 clusters Score -2291303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2277783.750000 Penalty: 4891.080566
	Iteration 0F: 3 clusters Score -2277784 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2282162.250000 Penalty: 4891.080566
	Iteration 1F: 3 clusters Score -2282162 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2282547.500000 Penalty: 4891.080566
	Iteration 2F: 3 clusters Score -2282548 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2282848.000000 Penalty: 4891.080566
	Iteration 3Q: 3 clusters Score -2282848 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2283162.500000 Penalty: 4891.080566
	Iteration 4Q: 3 clusters Score -2283162 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2283529.000000 Penalty: 4891.080566
	Iteration 5Q: 3 clusters Score -2283529 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2284018.250000 Penalty: 4891.080566
	Iteration 6Q: 3 clusters Score -2284018 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2284642.500000 Penalty: 4891.080566
	Iteration 7F: 3 clusters Score -2284642 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2285402.750000 Penalty: 4891.080566
	Iteration 8F: 3 clusters Score -2285403 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2286304.750000 Penalty: 4891.080566
	Iteration 9F: 3 clusters Score -2286305 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -2287240.250000 Penalty: 4891.080566
	Iteration 10F: 3 clusters Score -2287240 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2288076.500000 Penalty: 4891.080566
	Iteration 11Q: 3 clusters Score -2288076 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2288835.500000 Penalty: 4891.080566
	Iteration 12Q: 3 clusters Score -2288836 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -2289392.500000 Penalty: 4891.080566
	Iteration 13Q: 3 clusters Score -2289392 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2289700.250000 Penalty: 4891.080566
	Iteration 14Q: 3 clusters Score -2289700 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2289854.500000 Penalty: 4891.080566
	Iteration 15Q: 3 clusters Score -2289854 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2289938.750000 Penalty: 4891.080566
	Iteration 16Q: 3 clusters Score -2289939 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2290017.500000 Penalty: 4891.080566
	Iteration 17Q: 3 clusters Score -2290018 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2290087.000000 Penalty: 4891.080566
	Iteration 18Q: 3 clusters Score -2290087 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2290145.750000 Penalty: 4891.080566
	Iteration 19Q: 3 clusters Score -2290146 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2290208.500000 Penalty: 4891.080566
	Iteration 20F: 3 clusters Score -2290208 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2290266.500000 Penalty: 4891.080566
	Iteration 21Q: 3 clusters Score -2290266 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2290295.000000 Penalty: 4891.080566
	Iteration 22Q: 3 clusters Score -2290295 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2290329.000000 Penalty: 4891.080566
	Iteration 23Q: 3 clusters Score -2290329 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2290347.500000 Penalty: 4891.080566
	Iteration 24Q: 3 clusters Score -2290348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -2290345.500000 Penalty: 4891.080566
	Iteration 25Q: 3 clusters Score -2290346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2290360.750000 Penalty: 4891.080566
	Iteration 26Q: 3 clusters Score -2290361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2290364.500000 Penalty: 4891.080566
	Iteration 27Q: 3 clusters Score -2290364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2290364.250000 Penalty: 4891.080566
	Iteration 28Q: 3 clusters Score -2290364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2290363.500000 Penalty: 4891.080566
	Iteration 29Q: 3 clusters Score -2290364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2290361.750000 Penalty: 4891.080566
	Iteration 30Q: 3 clusters Score -2290362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -2290373.000000 Penalty: 4891.080566
	Iteration 31Q: 3 clusters Score -2290373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2290368.000000 Penalty: 4891.080566
	Iteration 32Q: 3 clusters Score -2290368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2290371.750000 Penalty: 4891.080566
	Iteration 33Q: 3 clusters Score -2290372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2290373.500000 Penalty: 4891.080566
	Iteration 34Q: 3 clusters Score -2290374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2290373.000000 Penalty: 4891.080566
	Iteration 35Q: 3 clusters Score -2290373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2290372.750000 Penalty: 4891.080566
	Iteration 36Q: 3 clusters Score -2290373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2290372.750000 Penalty: 4891.080566
	Iteration 37F: 3 clusters Score -2290373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -57767.226562 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -57767.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56225.570312 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -56225.57 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -56424.773438 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -56424.77 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -56575.378906 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -56575.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -56638.527344 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -56638.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -56710.421875 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -56710.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -56800.156250 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -56800.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -56919.414062 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -56919.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -57093.839844 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -57093.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -57236.242188 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -57236.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -57360.984375 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -57360.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -57514.484375 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -57514.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -57708.464844 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -57708.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -57789.265625 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -57789.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -57828.242188 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -57828.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -57880.265625 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -57880.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -57968.531250 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -57968.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -57970.214844 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -57970.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -57972.472656 Penalty: 3152.629395
	Iteration 17F: 3 clusters Score -57972.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -57982.882812 Penalty: 3152.629395
	Iteration 18Q: 3 clusters Score -57982.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -58015.984375 Penalty: 3152.629395
	Iteration 19Q: 3 clusters Score -58015.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -58091.355469 Penalty: 3152.629395
	Iteration 20F: 3 clusters Score -58091.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -58094.730469 Penalty: 3152.629395
	Iteration 21Q: 3 clusters Score -58094.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -58094.730469 Penalty: 3152.629395
	Iteration 22F: 3 clusters Score -58094.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 4042 members 
Mstep: Class 4 contains 53699 members 
Mstep: Class 5 contains 19169 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 6122 members 
Mstep: Class 8 contains 36366 members 
Mstep: Class 9 contains 202884 members 
Mstep: Class 10 contains 13808 members 
Mstep: Class 11 contains 41618 members 
Mstep: Class 12 contains 34778 members 
Mstep: Class 13 contains 34080 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 16 contains 6806 members 
Mstep: Class 17 contains 213811 members 
Mstep: Class 18 contains 8407 members 
Mstep: Class 19 contains 2842 members 
Entering Unmasked Estep 
Score: -80047576.000000 Penalty: 59972.335938
Splitting cluster 6 changes total score from -80048840.000000 to -80047576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (6122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Entering Unmasked Estep 
Score: -684428.375000 Penalty: 2162.471924
	Iteration 0F: 2 clusters Score -684428.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -679235.250000 Penalty: 4324.943848
	Iteration 0F: 3 clusters Score -679235.2 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -680817.312500 Penalty: 4324.943848
	Iteration 1F: 3 clusters Score -680817.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -681212.750000 Penalty: 4324.943848
	Iteration 2F: 3 clusters Score -681212.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -681543.750000 Penalty: 4324.943848
	Iteration 3F: 3 clusters Score -681543.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -681841.687500 Penalty: 4324.943848
	Iteration 4F: 3 clusters Score -681841.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -682106.500000 Penalty: 4324.943848
	Iteration 5F: 3 clusters Score -682106.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -682318.625000 Penalty: 4324.943848
	Iteration 6Q: 3 clusters Score -682318.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -682506.125000 Penalty: 4324.943848
	Iteration 7Q: 3 clusters Score -682506.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -682675.250000 Penalty: 4324.943848
	Iteration 8Q: 3 clusters Score -682675.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -682825.687500 Penalty: 4324.943848
	Iteration 9Q: 3 clusters Score -682825.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -682956.000000 Penalty: 4324.943848
	Iteration 10Q: 3 clusters Score -682956 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -683061.000000 Penalty: 4324.943848
	Iteration 11Q: 3 clusters Score -683061 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -683145.312500 Penalty: 4324.943848
	Iteration 12Q: 3 clusters Score -683145.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -683202.687500 Penalty: 4324.943848
	Iteration 13Q: 3 clusters Score -683202.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -683255.687500 Penalty: 4324.943848
	Iteration 14Q: 3 clusters Score -683255.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -683297.687500 Penalty: 4324.943848
	Iteration 15Q: 3 clusters Score -683297.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -683339.187500 Penalty: 4324.943848
	Iteration 16Q: 3 clusters Score -683339.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -683384.437500 Penalty: 4324.943848
	Iteration 17Q: 3 clusters Score -683384.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -683414.312500 Penalty: 4324.943848
	Iteration 18Q: 3 clusters Score -683414.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -683442.312500 Penalty: 4324.943848
	Iteration 19Q: 3 clusters Score -683442.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -683458.875000 Penalty: 4324.943848
	Iteration 20F: 3 clusters Score -683458.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -683468.812500 Penalty: 4324.943848
	Iteration 21Q: 3 clusters Score -683468.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -683474.500000 Penalty: 4324.943848
	Iteration 22Q: 3 clusters Score -683474.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -683478.375000 Penalty: 4324.943848
	Iteration 23Q: 3 clusters Score -683478.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -683482.437500 Penalty: 4324.943848
	Iteration 24Q: 3 clusters Score -683482.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -683491.062500 Penalty: 4324.943848
	Iteration 25Q: 3 clusters Score -683491.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -683502.125000 Penalty: 4324.943848
	Iteration 26Q: 3 clusters Score -683502.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -683520.687500 Penalty: 4324.943848
	Iteration 27Q: 3 clusters Score -683520.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -683539.312500 Penalty: 4324.943848
	Iteration 28Q: 3 clusters Score -683539.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -683561.125000 Penalty: 4324.943848
	Iteration 29Q: 3 clusters Score -683561.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -683576.312500 Penalty: 4324.943848
	Iteration 30Q: 3 clusters Score -683576.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -683588.125000 Penalty: 4324.943848
	Iteration 31Q: 3 clusters Score -683588.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -683597.312500 Penalty: 4324.943848
	Iteration 32Q: 3 clusters Score -683597.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -683604.750000 Penalty: 4324.943848
	Iteration 33Q: 3 clusters Score -683604.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -683610.625000 Penalty: 4324.943848
	Iteration 34Q: 3 clusters Score -683610.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -683622.250000 Penalty: 4324.943848
	Iteration 35Q: 3 clusters Score -683622.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -683632.937500 Penalty: 4324.943848
	Iteration 36Q: 3 clusters Score -683632.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -683638.562500 Penalty: 4324.943848
	Iteration 37Q: 3 clusters Score -683638.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -683642.687500 Penalty: 4324.943848
	Iteration 38Q: 3 clusters Score -683642.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -683648.812500 Penalty: 4324.943848
	Iteration 39Q: 3 clusters Score -683648.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -683650.687500 Penalty: 4324.943848
	Iteration 40F: 3 clusters Score -683650.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -683651.687500 Penalty: 4324.943848
	Iteration 41Q: 3 clusters Score -683651.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -683651.687500 Penalty: 4324.943848
	Iteration 42F: 3 clusters Score -683651.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Entering Unmasked Estep 
Score: -4387517.000000 Penalty: 2604.344482
	Iteration 0F: 2 clusters Score -4387517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -4362703.500000 Penalty: 5208.688965
	Iteration 0F: 3 clusters Score -4362704 nChanged 16460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -4371669.500000 Penalty: 5208.688965
	Iteration 1F: 3 clusters Score -4371670 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -4372143.000000 Penalty: 5208.688965
	Iteration 2Q: 3 clusters Score -4372143 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -4372704.500000 Penalty: 5208.688965
	Iteration 3Q: 3 clusters Score -4372704 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -4373351.000000 Penalty: 5208.688965
	Iteration 4Q: 3 clusters Score -4373351 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -4374178.000000 Penalty: 5208.688965
	Iteration 5Q: 3 clusters Score -4374178 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -4375238.000000 Penalty: 5208.688965
	Iteration 6F: 3 clusters Score -4375238 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -4376392.500000 Penalty: 5208.688965
	Iteration 7F: 3 clusters Score -4376392 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -4377705.500000 Penalty: 5208.688965
	Iteration 8F: 3 clusters Score -4377706 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -4379187.500000 Penalty: 5208.688965
	Iteration 9F: 3 clusters Score -4379188 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -4380630.000000 Penalty: 5208.688965
	Iteration 10F: 3 clusters Score -4380630 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -4381969.000000 Penalty: 5208.688965
	Iteration 11F: 3 clusters Score -4381969 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -4382877.500000 Penalty: 5208.688965
	Iteration 12Q: 3 clusters Score -4382878 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -4383459.000000 Penalty: 5208.688965
	Iteration 13Q: 3 clusters Score -4383459 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -4383745.000000 Penalty: 5208.688965
	Iteration 14Q: 3 clusters Score -4383745 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -4383977.500000 Penalty: 5208.688965
	Iteration 15Q: 3 clusters Score -4383978 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -4384212.000000 Penalty: 5208.688965
	Iteration 16Q: 3 clusters Score -4384212 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -4384435.000000 Penalty: 5208.688965
	Iteration 17Q: 3 clusters Score -4384435 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -4384677.500000 Penalty: 5208.688965
	Iteration 18Q: 3 clusters Score -4384678 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -4384847.000000 Penalty: 5208.688965
	Iteration 19Q: 3 clusters Score -4384847 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -4385035.000000 Penalty: 5208.688965
	Iteration 20F: 3 clusters Score -4385035 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -4385184.500000 Penalty: 5208.688965
	Iteration 21Q: 3 clusters Score -4385184 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -4385334.000000 Penalty: 5208.688965
	Iteration 22Q: 3 clusters Score -4385334 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -4385472.500000 Penalty: 5208.688965
	Iteration 23Q: 3 clusters Score -4385472 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -4385562.000000 Penalty: 5208.688965
	Iteration 24Q: 3 clusters Score -4385562 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -4385654.000000 Penalty: 5208.688965
	Iteration 25Q: 3 clusters Score -4385654 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -4385794.000000 Penalty: 5208.688965
	Iteration 26Q: 3 clusters Score -4385794 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -4385907.500000 Penalty: 5208.688965
	Iteration 27Q: 3 clusters Score -4385908 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -4386007.500000 Penalty: 5208.688965
	Iteration 28Q: 3 clusters Score -4386008 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -4386115.000000 Penalty: 5208.688965
	Iteration 29Q: 3 clusters Score -4386115 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -4386211.500000 Penalty: 5208.688965
	Iteration 30Q: 3 clusters Score -4386212 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -4386290.500000 Penalty: 5208.688965
	Iteration 31Q: 3 clusters Score -4386290 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -4386355.500000 Penalty: 5208.688965
	Iteration 32Q: 3 clusters Score -4386356 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -4386391.000000 Penalty: 5208.688965
	Iteration 33Q: 3 clusters Score -4386391 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -4386436.000000 Penalty: 5208.688965
	Iteration 34Q: 3 clusters Score -4386436 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -4386447.500000 Penalty: 5208.688965
	Iteration 35Q: 3 clusters Score -4386448 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -4386477.500000 Penalty: 5208.688965
	Iteration 36Q: 3 clusters Score -4386478 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -4386501.000000 Penalty: 5208.688965
	Iteration 37Q: 3 clusters Score -4386501 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -4386516.500000 Penalty: 5208.688965
	Iteration 38Q: 3 clusters Score -4386516 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -4386540.000000 Penalty: 5208.688965
	Iteration 39Q: 3 clusters Score -4386540 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -4386558.500000 Penalty: 5208.688965
	Iteration 40F: 3 clusters Score -4386558 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -4386573.000000 Penalty: 5208.688965
	Iteration 41Q: 3 clusters Score -4386573 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -4386594.500000 Penalty: 5208.688965
	Iteration 42Q: 3 clusters Score -4386594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -4386605.000000 Penalty: 5208.688965
	Iteration 43Q: 3 clusters Score -4386605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -4386614.000000 Penalty: 5208.688965
	Iteration 44Q: 3 clusters Score -4386614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -4386629.500000 Penalty: 5208.688965
	Iteration 45Q: 3 clusters Score -4386630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -4386629.500000 Penalty: 5208.688965
	Iteration 46Q: 3 clusters Score -4386630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -4386644.500000 Penalty: 5208.688965
	Iteration 47Q: 3 clusters Score -4386644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -4386649.000000 Penalty: 5208.688965
	Iteration 48Q: 3 clusters Score -4386649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -4386657.500000 Penalty: 5208.688965
	Iteration 49Q: 3 clusters Score -4386658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -4386665.000000 Penalty: 5208.688965
	Iteration 50Q: 3 clusters Score -4386665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -4386685.500000 Penalty: 5208.688965
	Iteration 51Q: 3 clusters Score -4386686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -4386692.500000 Penalty: 5208.688965
	Iteration 52Q: 3 clusters Score -4386692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -4386695.000000 Penalty: 5208.688965
	Iteration 53Q: 3 clusters Score -4386695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -4386695.500000 Penalty: 5208.688965
	Iteration 54Q: 3 clusters Score -4386696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -4386697.500000 Penalty: 5208.688965
	Iteration 55Q: 3 clusters Score -4386698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -4386704.000000 Penalty: 5208.688965
	Iteration 56Q: 3 clusters Score -4386704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -4386704.000000 Penalty: 5208.688965
	Iteration 57Q: 3 clusters Score -4386704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -4386704.000000 Penalty: 5208.688965
	Iteration 58Q: 3 clusters Score -4386704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -4386707.000000 Penalty: 5208.688965
	Iteration 59Q: 3 clusters Score -4386707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -4386704.500000 Penalty: 5208.688965
	Iteration 60F: 3 clusters Score -4386704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -4386704.000000 Penalty: 5208.688965
	Iteration 61Q: 3 clusters Score -4386704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -4386705.000000 Penalty: 5208.688965
	Iteration 62Q: 3 clusters Score -4386705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -4386704.500000 Penalty: 5208.688965
	Iteration 63Q: 3 clusters Score -4386704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -4386705.000000 Penalty: 5208.688965
	Iteration 64Q: 3 clusters Score -4386705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -4386705.000000 Penalty: 5208.688965
	Iteration 65F: 3 clusters Score -4386705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (202884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202884 members 
Entering Unmasked Estep 
Score: -24217108.000000 Penalty: 3030.656494
	Iteration 0F: 2 clusters Score -2.421711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101441 members 
Mstep: Class 2 contains 101443 members 
Entering Unmasked Estep 
Score: -24085718.000000 Penalty: 6061.312988
	Iteration 0F: 3 clusters Score -2.408572e+07 nChanged 97803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103198 members 
Mstep: Class 2 contains 99686 members 
Entering Unmasked Estep 
Score: -24143340.000000 Penalty: 6061.312988
	Iteration 1F: 3 clusters Score -2.414334e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104470 members 
Mstep: Class 2 contains 98414 members 
Entering Unmasked Estep 
Score: -24144542.000000 Penalty: 6061.312988
	Iteration 2Q: 3 clusters Score -2.414454e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106455 members 
Mstep: Class 2 contains 96429 members 
Entering Unmasked Estep 
Score: -24146444.000000 Penalty: 6061.312988
	Iteration 3Q: 3 clusters Score -2.414644e+07 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109497 members 
Mstep: Class 2 contains 93387 members 
Entering Unmasked Estep 
Score: -24148944.000000 Penalty: 6061.312988
	Iteration 4Q: 3 clusters Score -2.414894e+07 nChanged 9147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113946 members 
Mstep: Class 2 contains 88938 members 
Entering Unmasked Estep 
Score: -24152974.000000 Penalty: 6061.312988
	Iteration 5Q: 3 clusters Score -2.415297e+07 nChanged 11187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120397 members 
Mstep: Class 2 contains 82487 members 
Entering Unmasked Estep 
Score: -24159280.000000 Penalty: 6061.312988
	Iteration 6F: 3 clusters Score -2.415928e+07 nChanged 13448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128911 members 
Mstep: Class 2 contains 73973 members 
Entering Unmasked Estep 
Score: -24169118.000000 Penalty: 6061.312988
	Iteration 7F: 3 clusters Score -2.416912e+07 nChanged 14473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138106 members 
Mstep: Class 2 contains 64778 members 
Entering Unmasked Estep 
Score: -24181330.000000 Penalty: 6061.312988
	Iteration 8F: 3 clusters Score -2.418133e+07 nChanged 13072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145480 members 
Mstep: Class 2 contains 57404 members 
Entering Unmasked Estep 
Score: -24192306.000000 Penalty: 6061.312988
	Iteration 9F: 3 clusters Score -2.419231e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150386 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -24197646.000000 Penalty: 6061.312988
	Iteration 10Q: 3 clusters Score -2.419765e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154548 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -24200094.000000 Penalty: 6061.312988
	Iteration 11Q: 3 clusters Score -2.420009e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158710 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -24201454.000000 Penalty: 6061.312988
	Iteration 12Q: 3 clusters Score -2.420145e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163025 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -24202892.000000 Penalty: 6061.312988
	Iteration 13Q: 3 clusters Score -2.420289e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167220 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -24204430.000000 Penalty: 6061.312988
	Iteration 14Q: 3 clusters Score -2.420443e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171115 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -24205896.000000 Penalty: 6061.312988
	Iteration 15Q: 3 clusters Score -2.42059e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174709 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -24207226.000000 Penalty: 6061.312988
	Iteration 16Q: 3 clusters Score -2.420723e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177955 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -24208062.000000 Penalty: 6061.312988
	Iteration 17Q: 3 clusters Score -2.420806e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180999 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -24208778.000000 Penalty: 6061.312988
	Iteration 18Q: 3 clusters Score -2.420878e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183730 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -24209362.000000 Penalty: 6061.312988
	Iteration 19Q: 3 clusters Score -2.420936e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186262 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -24209832.000000 Penalty: 6061.312988
	Iteration 20F: 3 clusters Score -2.420983e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188519 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -24210154.000000 Penalty: 6061.312988
	Iteration 21Q: 3 clusters Score -2.421015e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190566 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -24211220.000000 Penalty: 6061.312988
	Iteration 22Q: 3 clusters Score -2.421122e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192292 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -24212292.000000 Penalty: 6061.312988
	Iteration 23Q: 3 clusters Score -2.421229e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193695 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -24212918.000000 Penalty: 6061.312988
	Iteration 24Q: 3 clusters Score -2.421292e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194937 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -24213604.000000 Penalty: 6061.312988
	Iteration 25Q: 3 clusters Score -2.42136e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195967 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -24214116.000000 Penalty: 6061.312988
	Iteration 26Q: 3 clusters Score -2.421412e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196778 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -24214408.000000 Penalty: 6061.312988
	Iteration 27Q: 3 clusters Score -2.421441e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197455 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -24214546.000000 Penalty: 6061.312988
	Iteration 28Q: 3 clusters Score -2.421455e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198009 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -24214690.000000 Penalty: 6061.312988
	Iteration 29Q: 3 clusters Score -2.421469e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198458 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -24214824.000000 Penalty: 6061.312988
	Iteration 30Q: 3 clusters Score -2.421482e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198818 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -24214868.000000 Penalty: 6061.312988
	Iteration 31Q: 3 clusters Score -2.421487e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199096 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -24214882.000000 Penalty: 6061.312988
	Iteration 32Q: 3 clusters Score -2.421488e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199337 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -24214974.000000 Penalty: 6061.312988
	Iteration 33Q: 3 clusters Score -2.421497e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199551 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -24214984.000000 Penalty: 6061.312988
	Iteration 34Q: 3 clusters Score -2.421498e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199757 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -24215066.000000 Penalty: 6061.312988
	Iteration 35Q: 3 clusters Score -2.421507e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199921 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -24215110.000000 Penalty: 6061.312988
	Iteration 36Q: 3 clusters Score -2.421511e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200053 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -24215146.000000 Penalty: 6061.312988
	Iteration 37Q: 3 clusters Score -2.421515e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200172 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -24215168.000000 Penalty: 6061.312988
	Iteration 38Q: 3 clusters Score -2.421517e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200266 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -24215198.000000 Penalty: 6061.312988
	Iteration 39Q: 3 clusters Score -2.42152e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200352 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -24215180.000000 Penalty: 6061.312988
	Iteration 40F: 3 clusters Score -2.421518e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200410 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -24215216.000000 Penalty: 6061.312988
	Iteration 41Q: 3 clusters Score -2.421522e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200464 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -24215240.000000 Penalty: 6061.312988
	Iteration 42Q: 3 clusters Score -2.421524e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200516 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -24215246.000000 Penalty: 6061.312988
	Iteration 43Q: 3 clusters Score -2.421525e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200564 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -24215282.000000 Penalty: 6061.312988
	Iteration 44Q: 3 clusters Score -2.421528e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200598 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -24215284.000000 Penalty: 6061.312988
	Iteration 45Q: 3 clusters Score -2.421528e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200631 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -24215286.000000 Penalty: 6061.312988
	Iteration 46Q: 3 clusters Score -2.421529e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200667 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -24215298.000000 Penalty: 6061.312988
	Iteration 47Q: 3 clusters Score -2.42153e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200694 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -24215298.000000 Penalty: 6061.312988
	Iteration 48Q: 3 clusters Score -2.42153e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200710 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -24215288.000000 Penalty: 6061.312988
	Iteration 49Q: 3 clusters Score -2.421529e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200727 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -24215288.000000 Penalty: 6061.312988
	Iteration 50Q: 3 clusters Score -2.421529e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200745 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -24215292.000000 Penalty: 6061.312988
	Iteration 51Q: 3 clusters Score -2.421529e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200764 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -24215262.000000 Penalty: 6061.312988
	Iteration 52Q: 3 clusters Score -2.421526e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200777 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -24215278.000000 Penalty: 6061.312988
	Iteration 53Q: 3 clusters Score -2.421528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200786 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -24215272.000000 Penalty: 6061.312988
	Iteration 54Q: 3 clusters Score -2.421527e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200800 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -24215300.000000 Penalty: 6061.312988
	Iteration 55Q: 3 clusters Score -2.42153e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200811 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -24215298.000000 Penalty: 6061.312988
	Iteration 56Q: 3 clusters Score -2.42153e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200816 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -24215298.000000 Penalty: 6061.312988
	Iteration 57Q: 3 clusters Score -2.42153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200821 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -24215284.000000 Penalty: 6061.312988
	Iteration 58Q: 3 clusters Score -2.421528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200824 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -24215264.000000 Penalty: 6061.312988
	Iteration 59Q: 3 clusters Score -2.421526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200827 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -24215266.000000 Penalty: 6061.312988
	Iteration 60F: 3 clusters Score -2.421527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200831 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -24215272.000000 Penalty: 6061.312988
	Iteration 61Q: 3 clusters Score -2.421527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200836 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -24215284.000000 Penalty: 6061.312988
	Iteration 62Q: 3 clusters Score -2.421528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200841 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -24215280.000000 Penalty: 6061.312988
	Iteration 63Q: 3 clusters Score -2.421528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200848 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -24215262.000000 Penalty: 6061.312988
	Iteration 64Q: 3 clusters Score -2.421526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200853 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -24215264.000000 Penalty: 6061.312988
	Iteration 65Q: 3 clusters Score -2.421526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200857 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -24215260.000000 Penalty: 6061.312988
	Iteration 66Q: 3 clusters Score -2.421526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200869 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -24215248.000000 Penalty: 6061.312988
	Iteration 67Q: 3 clusters Score -2.421525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200879 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -24215254.000000 Penalty: 6061.312988
	Iteration 68Q: 3 clusters Score -2.421525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200887 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -24215238.000000 Penalty: 6061.312988
	Iteration 69Q: 3 clusters Score -2.421524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200894 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -24215244.000000 Penalty: 6061.312988
	Iteration 70Q: 3 clusters Score -2.421524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200898 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -24215242.000000 Penalty: 6061.312988
	Iteration 71Q: 3 clusters Score -2.421524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200905 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -24215234.000000 Penalty: 6061.312988
	Iteration 72Q: 3 clusters Score -2.421523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200909 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -24215244.000000 Penalty: 6061.312988
	Iteration 73Q: 3 clusters Score -2.421524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200915 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -24215244.000000 Penalty: 6061.312988
	Iteration 74Q: 3 clusters Score -2.421524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200921 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -24215248.000000 Penalty: 6061.312988
	Iteration 75Q: 3 clusters Score -2.421525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200924 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -24215244.000000 Penalty: 6061.312988
	Iteration 76Q: 3 clusters Score -2.421524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200929 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -24215254.000000 Penalty: 6061.312988
	Iteration 77Q: 3 clusters Score -2.421525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200932 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -24215220.000000 Penalty: 6061.312988
	Iteration 78Q: 3 clusters Score -2.421522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200937 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -24215234.000000 Penalty: 6061.312988
	Iteration 79Q: 3 clusters Score -2.421523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200941 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -24215232.000000 Penalty: 6061.312988
	Iteration 80F: 3 clusters Score -2.421523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200944 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -24215240.000000 Penalty: 6061.312988
	Iteration 81Q: 3 clusters Score -2.421524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200949 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -24215232.000000 Penalty: 6061.312988
	Iteration 82Q: 3 clusters Score -2.421523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200953 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -24215246.000000 Penalty: 6061.312988
	Iteration 83Q: 3 clusters Score -2.421525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200961 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -24215250.000000 Penalty: 6061.312988
	Iteration 84Q: 3 clusters Score -2.421525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200970 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -24215230.000000 Penalty: 6061.312988
	Iteration 85Q: 3 clusters Score -2.421523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200973 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -24215244.000000 Penalty: 6061.312988
	Iteration 86Q: 3 clusters Score -2.421524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200978 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -24215244.000000 Penalty: 6061.312988
	Iteration 87Q: 3 clusters Score -2.421524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200987 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -24215218.000000 Penalty: 6061.312988
	Iteration 88Q: 3 clusters Score -2.421522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200992 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -24215230.000000 Penalty: 6061.312988
	Iteration 89Q: 3 clusters Score -2.421523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200996 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -24215220.000000 Penalty: 6061.312988
	Iteration 90Q: 3 clusters Score -2.421522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201002 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -24215210.000000 Penalty: 6061.312988
	Iteration 91Q: 3 clusters Score -2.421521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201009 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -24215204.000000 Penalty: 6061.312988
	Iteration 92Q: 3 clusters Score -2.42152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201018 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -24215220.000000 Penalty: 6061.312988
	Iteration 93Q: 3 clusters Score -2.421522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201025 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -24215226.000000 Penalty: 6061.312988
	Iteration 94Q: 3 clusters Score -2.421523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201028 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -24215222.000000 Penalty: 6061.312988
	Iteration 95Q: 3 clusters Score -2.421522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201029 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -24215212.000000 Penalty: 6061.312988
	Iteration 96Q: 3 clusters Score -2.421521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201030 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -24215218.000000 Penalty: 6061.312988
	Iteration 97Q: 3 clusters Score -2.421522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201031 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -24215230.000000 Penalty: 6061.312988
	Iteration 98Q: 3 clusters Score -2.421523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201032 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -24215228.000000 Penalty: 6061.312988
	Iteration 99Q: 3 clusters Score -2.421523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201032 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -24215228.000000 Penalty: 6061.312988
	Iteration 100F: 3 clusters Score -2.421523e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Entering Unmasked Estep 
Score: -1675937.625000 Penalty: 2364.185059
	Iteration 0F: 2 clusters Score -1675938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1665858.125000 Penalty: 4728.370117
	Iteration 0F: 3 clusters Score -1665858 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1668883.250000 Penalty: 4728.370117
	Iteration 1F: 3 clusters Score -1668883 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1669201 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1669446 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1669651.625000 Penalty: 4728.370117
	Iteration 4Q: 3 clusters Score -1669652 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1669843 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1670046 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1670278 nChanged 530
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1670514.500000 Penalty: 4728.370117
	Iteration 8Q: 3 clusters Score -1670514 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1670764.375000 Penalty: 4728.370117
	Iteration 9Q: 3 clusters Score -1670764 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1671022.000000 Penalty: 4728.370117
	Iteration 10Q: 3 clusters Score -1671022 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1671261.250000 Penalty: 4728.370117
	Iteration 11Q: 3 clusters Score -1671261 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1671550.000000 Penalty: 4728.370117
	Iteration 12Q: 3 clusters Score -1671550 nChanged 527
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1671849.250000 Penalty: 4728.370117
	Iteration 13Q: 3 clusters Score -1671849 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1672174 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1672471.625000 Penalty: 4728.370117
	Iteration 15Q: 3 clusters Score -1672472 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1672700.750000 Penalty: 4728.370117
	Iteration 16Q: 3 clusters Score -1672701 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1672874 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1672986.375000 Penalty: 4728.370117
	Iteration 18Q: 3 clusters Score -1672986 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1673052.625000 Penalty: 4728.370117
	Iteration 19Q: 3 clusters Score -1673053 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1673092.875000 Penalty: 4728.370117
	Iteration 20F: 3 clusters Score -1673093 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1673125.250000 Penalty: 4728.370117
	Iteration 21Q: 3 clusters Score -1673125 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1673144.625000 Penalty: 4728.370117
	Iteration 22Q: 3 clusters Score -1673145 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1673156.875000 Penalty: 4728.370117
	Iteration 23Q: 3 clusters Score -1673157 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1673173.875000 Penalty: 4728.370117
	Iteration 24Q: 3 clusters Score -1673174 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1673183.500000 Penalty: 4728.370117
	Iteration 25Q: 3 clusters Score -1673184 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1673193.875000 Penalty: 4728.370117
	Iteration 26Q: 3 clusters Score -1673194 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1673202.625000 Penalty: 4728.370117
	Iteration 27Q: 3 clusters Score -1673203 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1673211.875000 Penalty: 4728.370117
	Iteration 28Q: 3 clusters Score -1673212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1673217.500000 Penalty: 4728.370117
	Iteration 29Q: 3 clusters Score -1673218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1673232.625000 Penalty: 4728.370117
	Iteration 30Q: 3 clusters Score -1673233 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1673232.875000 Penalty: 4728.370117
	Iteration 31Q: 3 clusters Score -1673233 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1673246.875000 Penalty: 4728.370117
	Iteration 32Q: 3 clusters Score -1673247 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1673250.250000 Penalty: 4728.370117
	Iteration 33Q: 3 clusters Score -1673250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1673260.250000 Penalty: 4728.370117
	Iteration 34Q: 3 clusters Score -1673260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1673270.750000 Penalty: 4728.370117
	Iteration 35Q: 3 clusters Score -1673271 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1673276.000000 Penalty: 4728.370117
	Iteration 36Q: 3 clusters Score -1673276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1673281.000000 Penalty: 4728.370117
	Iteration 37Q: 3 clusters Score -1673281 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1673285.375000 Penalty: 4728.370117
	Iteration 38Q: 3 clusters Score -1673285 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1673296.125000 Penalty: 4728.370117
	Iteration 39Q: 3 clusters Score -1673296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1673303.125000 Penalty: 4728.370117
	Iteration 40F: 3 clusters Score -1673303 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1673304.125000 Penalty: 4728.370117
	Iteration 41Q: 3 clusters Score -1673304 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1673312.500000 Penalty: 4728.370117
	Iteration 42Q: 3 clusters Score -1673312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1673318.750000 Penalty: 4728.370117
	Iteration 43Q: 3 clusters Score -1673319 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1673328.875000 Penalty: 4728.370117
	Iteration 44Q: 3 clusters Score -1673329 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1673339.500000 Penalty: 4728.370117
	Iteration 45Q: 3 clusters Score -1673340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1673345.000000 Penalty: 4728.370117
	Iteration 46Q: 3 clusters Score -1673345 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1673357.000000 Penalty: 4728.370117
	Iteration 47Q: 3 clusters Score -1673357 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1673361.000000 Penalty: 4728.370117
	Iteration 48Q: 3 clusters Score -1673361 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1673364.750000 Penalty: 4728.370117
	Iteration 49Q: 3 clusters Score -1673365 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1673367.625000 Penalty: 4728.370117
	Iteration 50Q: 3 clusters Score -1673368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1673373.000000 Penalty: 4728.370117
	Iteration 51Q: 3 clusters Score -1673373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1673375.375000 Penalty: 4728.370117
	Iteration 52Q: 3 clusters Score -1673375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1673380.000000 Penalty: 4728.370117
	Iteration 53Q: 3 clusters Score -1673380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1673382.500000 Penalty: 4728.370117
	Iteration 54Q: 3 clusters Score -1673382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1673383.375000 Penalty: 4728.370117
	Iteration 55Q: 3 clusters Score -1673383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1673384.000000 Penalty: 4728.370117
	Iteration 56Q: 3 clusters Score -1673384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1673390.750000 Penalty: 4728.370117
	Iteration 57Q: 3 clusters Score -1673391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1673390.500000 Penalty: 4728.370117
	Iteration 58Q: 3 clusters Score -1673390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1673395.875000 Penalty: 4728.370117
	Iteration 59Q: 3 clusters Score -1673396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1673399.375000 Penalty: 4728.370117
	Iteration 60F: 3 clusters Score -1673399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1673409.875000 Penalty: 4728.370117
	Iteration 61Q: 3 clusters Score -1673410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1673421.625000 Penalty: 4728.370117
	Iteration 62Q: 3 clusters Score -1673422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1673421.500000 Penalty: 4728.370117
	Iteration 63Q: 3 clusters Score -1673422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1673425.125000 Penalty: 4728.370117
	Iteration 64Q: 3 clusters Score -1673425 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1673436.375000 Penalty: 4728.370117
	Iteration 65Q: 3 clusters Score -1673436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1673444.000000 Penalty: 4728.370117
	Iteration 66Q: 3 clusters Score -1673444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1673448.125000 Penalty: 4728.370117
	Iteration 67Q: 3 clusters Score -1673448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1673456.125000 Penalty: 4728.370117
	Iteration 68Q: 3 clusters Score -1673456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1673468.375000 Penalty: 4728.370117
	Iteration 69Q: 3 clusters Score -1673468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1673466.625000 Penalty: 4728.370117
	Iteration 70Q: 3 clusters Score -1673467 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1673470.375000 Penalty: 4728.370117
	Iteration 71Q: 3 clusters Score -1673470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1673473.125000 Penalty: 4728.370117
	Iteration 72Q: 3 clusters Score -1673473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1673474.500000 Penalty: 4728.370117
	Iteration 73Q: 3 clusters Score -1673474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1673480.750000 Penalty: 4728.370117
	Iteration 74Q: 3 clusters Score -1673481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1673487.500000 Penalty: 4728.370117
	Iteration 75Q: 3 clusters Score -1673488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1673484.750000 Penalty: 4728.370117
	Iteration 76Q: 3 clusters Score -1673485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1673487.875000 Penalty: 4728.370117
	Iteration 77Q: 3 clusters Score -1673488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1673489.250000 Penalty: 4728.370117
	Iteration 78Q: 3 clusters Score -1673489 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1673495.250000 Penalty: 4728.370117
	Iteration 79Q: 3 clusters Score -1673495 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1673506.625000 Penalty: 4728.370117
	Iteration 80F: 3 clusters Score -1673507 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1673513.750000 Penalty: 4728.370117
	Iteration 81Q: 3 clusters Score -1673514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1673521.750000 Penalty: 4728.370117
	Iteration 82Q: 3 clusters Score -1673522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1673522.000000 Penalty: 4728.370117
	Iteration 83Q: 3 clusters Score -1673522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1673525.250000 Penalty: 4728.370117
	Iteration 84Q: 3 clusters Score -1673525 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1673537.625000 Penalty: 4728.370117
	Iteration 85Q: 3 clusters Score -1673538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1673545.625000 Penalty: 4728.370117
	Iteration 86Q: 3 clusters Score -1673546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1673556.625000 Penalty: 4728.370117
	Iteration 87Q: 3 clusters Score -1673557 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1673560.125000 Penalty: 4728.370117
	Iteration 88Q: 3 clusters Score -1673560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1673567.875000 Penalty: 4728.370117
	Iteration 89Q: 3 clusters Score -1673568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1673578.125000 Penalty: 4728.370117
	Iteration 90Q: 3 clusters Score -1673578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1673585.125000 Penalty: 4728.370117
	Iteration 91Q: 3 clusters Score -1673585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1673589.250000 Penalty: 4728.370117
	Iteration 92Q: 3 clusters Score -1673589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1673596.250000 Penalty: 4728.370117
	Iteration 93Q: 3 clusters Score -1673596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1673598.125000 Penalty: 4728.370117
	Iteration 94Q: 3 clusters Score -1673598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1673606.625000 Penalty: 4728.370117
	Iteration 95Q: 3 clusters Score -1673607 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1673612.750000 Penalty: 4728.370117
	Iteration 96Q: 3 clusters Score -1673613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1673622.750000 Penalty: 4728.370117
	Iteration 97Q: 3 clusters Score -1673623 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1673626.000000 Penalty: 4728.370117
	Iteration 98Q: 3 clusters Score -1673626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1673631.125000 Penalty: 4728.370117
	Iteration 99Q: 3 clusters Score -1673631 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1673642.500000 Penalty: 4728.370117
	Iteration 100F: 3 clusters Score -1673642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1673651.750000 Penalty: 4728.370117
	Iteration 101Q: 3 clusters Score -1673652 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1673659.750000 Penalty: 4728.370117
	Iteration 102Q: 3 clusters Score -1673660 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1673676.250000 Penalty: 4728.370117
	Iteration 103Q: 3 clusters Score -1673676 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1673683.125000 Penalty: 4728.370117
	Iteration 104Q: 3 clusters Score -1673683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1673692.000000 Penalty: 4728.370117
	Iteration 105Q: 3 clusters Score -1673692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1673699.500000 Penalty: 4728.370117
	Iteration 106Q: 3 clusters Score -1673700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1673707.500000 Penalty: 4728.370117
	Iteration 107Q: 3 clusters Score -1673708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1673715.875000 Penalty: 4728.370117
	Iteration 108Q: 3 clusters Score -1673716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1673721.500000 Penalty: 4728.370117
	Iteration 109Q: 3 clusters Score -1673722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1673729.625000 Penalty: 4728.370117
	Iteration 110Q: 3 clusters Score -1673730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1673731.125000 Penalty: 4728.370117
	Iteration 111Q: 3 clusters Score -1673731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1673735.250000 Penalty: 4728.370117
	Iteration 112Q: 3 clusters Score -1673735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1673741.125000 Penalty: 4728.370117
	Iteration 113Q: 3 clusters Score -1673741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1673748.250000 Penalty: 4728.370117
	Iteration 114Q: 3 clusters Score -1673748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1673755.500000 Penalty: 4728.370117
	Iteration 115Q: 3 clusters Score -1673756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1673757.250000 Penalty: 4728.370117
	Iteration 116Q: 3 clusters Score -1673757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1673758.875000 Penalty: 4728.370117
	Iteration 117Q: 3 clusters Score -1673759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1673760.625000 Penalty: 4728.370117
	Iteration 118Q: 3 clusters Score -1673761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1673761.125000 Penalty: 4728.370117
	Iteration 119Q: 3 clusters Score -1673761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1673762.375000 Penalty: 4728.370117
	Iteration 120F: 3 clusters Score -1673762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1673762.875000 Penalty: 4728.370117
	Iteration 121Q: 3 clusters Score -1673763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1673766.500000 Penalty: 4728.370117
	Iteration 122Q: 3 clusters Score -1673766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1673767.750000 Penalty: 4728.370117
	Iteration 123Q: 3 clusters Score -1673768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1673768.500000 Penalty: 4728.370117
	Iteration 124Q: 3 clusters Score -1673768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1673768.625000 Penalty: 4728.370117
	Iteration 125Q: 3 clusters Score -1673769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1673769.000000 Penalty: 4728.370117
	Iteration 126Q: 3 clusters Score -1673769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1673768.875000 Penalty: 4728.370117
	Iteration 127Q: 3 clusters Score -1673769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1673771.000000 Penalty: 4728.370117
	Iteration 128Q: 3 clusters Score -1673771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1673771.000000 Penalty: 4728.370117
	Iteration 129F: 3 clusters Score -1673771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Entering Unmasked Estep 
Score: -5012276.500000 Penalty: 2637.799316
	Iteration 0F: 2 clusters Score -5012276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -4984023.500000 Penalty: 5275.598633
	Iteration 0F: 3 clusters Score -4984024 nChanged 19079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -4994838.500000 Penalty: 5275.598633
	Iteration 1F: 3 clusters Score -4994838 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -4995380.500000 Penalty: 5275.598633
	Iteration 2Q: 3 clusters Score -4995380 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -4995973.000000 Penalty: 5275.598633
	Iteration 3Q: 3 clusters Score -4995973 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -4996643.500000 Penalty: 5275.598633
	Iteration 4Q: 3 clusters Score -4996644 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -4997592.000000 Penalty: 5275.598633
	Iteration 5Q: 3 clusters Score -4997592 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -4998889.500000 Penalty: 5275.598633
	Iteration 6F: 3 clusters Score -4998890 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -5000637.500000 Penalty: 5275.598633
	Iteration 7F: 3 clusters Score -5000638 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -5002862.500000 Penalty: 5275.598633
	Iteration 8F: 3 clusters Score -5002862 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -5005221.500000 Penalty: 5275.598633
	Iteration 9F: 3 clusters Score -5005222 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -5007104.500000 Penalty: 5275.598633
	Iteration 10F: 3 clusters Score -5007104 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -5008345.000000 Penalty: 5275.598633
	Iteration 11Q: 3 clusters Score -5008345 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -5009054.000000 Penalty: 5275.598633
	Iteration 12Q: 3 clusters Score -5009054 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -5009459.500000 Penalty: 5275.598633
	Iteration 13Q: 3 clusters Score -5009460 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -5009664.000000 Penalty: 5275.598633
	Iteration 14Q: 3 clusters Score -5009664 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -5009819.500000 Penalty: 5275.598633
	Iteration 15Q: 3 clusters Score -5009820 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -5009902.500000 Penalty: 5275.598633
	Iteration 16Q: 3 clusters Score -5009902 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -5009968.500000 Penalty: 5275.598633
	Iteration 17Q: 3 clusters Score -5009968 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -5010036.000000 Penalty: 5275.598633
	Iteration 18Q: 3 clusters Score -5010036 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -5010095.500000 Penalty: 5275.598633
	Iteration 19Q: 3 clusters Score -5010096 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -5010145.000000 Penalty: 5275.598633
	Iteration 20F: 3 clusters Score -5010145 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -5010184.500000 Penalty: 5275.598633
	Iteration 21Q: 3 clusters Score -5010184 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -5010232.000000 Penalty: 5275.598633
	Iteration 22Q: 3 clusters Score -5010232 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -5010271.000000 Penalty: 5275.598633
	Iteration 23Q: 3 clusters Score -5010271 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -5010292.500000 Penalty: 5275.598633
	Iteration 24Q: 3 clusters Score -5010292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -5010313.000000 Penalty: 5275.598633
	Iteration 25Q: 3 clusters Score -5010313 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -5010326.000000 Penalty: 5275.598633
	Iteration 26Q: 3 clusters Score -5010326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -5010336.000000 Penalty: 5275.598633
	Iteration 27Q: 3 clusters Score -5010336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -5010342.000000 Penalty: 5275.598633
	Iteration 28Q: 3 clusters Score -5010342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -5010348.000000 Penalty: 5275.598633
	Iteration 29Q: 3 clusters Score -5010348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -5010353.500000 Penalty: 5275.598633
	Iteration 30Q: 3 clusters Score -5010354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -5010349.000000 Penalty: 5275.598633
	Iteration 31Q: 3 clusters Score -5010349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -5010350.000000 Penalty: 5275.598633
	Iteration 32Q: 3 clusters Score -5010350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -5010354.500000 Penalty: 5275.598633
	Iteration 33Q: 3 clusters Score -5010354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -5010356.500000 Penalty: 5275.598633
	Iteration 34Q: 3 clusters Score -5010356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -5010355.000000 Penalty: 5275.598633
	Iteration 35Q: 3 clusters Score -5010355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -5010364.500000 Penalty: 5275.598633
	Iteration 36Q: 3 clusters Score -5010364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -5010369.000000 Penalty: 5275.598633
	Iteration 37Q: 3 clusters Score -5010369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -5010388.000000 Penalty: 5275.598633
	Iteration 38Q: 3 clusters Score -5010388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -5010396.000000 Penalty: 5275.598633
	Iteration 39Q: 3 clusters Score -5010396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -5010389.000000 Penalty: 5275.598633
	Iteration 40F: 3 clusters Score -5010389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -5010394.500000 Penalty: 5275.598633
	Iteration 41Q: 3 clusters Score -5010394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -5010398.000000 Penalty: 5275.598633
	Iteration 42Q: 3 clusters Score -5010398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -5010400.000000 Penalty: 5275.598633
	Iteration 43Q: 3 clusters Score -5010400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -5010404.000000 Penalty: 5275.598633
	Iteration 44Q: 3 clusters Score -5010404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -5010412.000000 Penalty: 5275.598633
	Iteration 45Q: 3 clusters Score -5010412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -5010418.000000 Penalty: 5275.598633
	Iteration 46Q: 3 clusters Score -5010418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -5010412.500000 Penalty: 5275.598633
	Iteration 47Q: 3 clusters Score -5010412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -5010421.500000 Penalty: 5275.598633
	Iteration 48Q: 3 clusters Score -5010422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -5010419.500000 Penalty: 5275.598633
	Iteration 49Q: 3 clusters Score -5010420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -5010419.500000 Penalty: 5275.598633
	Iteration 50F: 3 clusters Score -5010420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Entering Unmasked Estep 
Score: -4206412.000000 Penalty: 2593.271729
	Iteration 0F: 2 clusters Score -4206412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -4182594.750000 Penalty: 5186.543457
	Iteration 0F: 3 clusters Score -4182595 nChanged 15799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -4191551.750000 Penalty: 5186.543457
	Iteration 1F: 3 clusters Score -4191552 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -4192436.750000 Penalty: 5186.543457
	Iteration 2F: 3 clusters Score -4192437 nChanged 1895
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -4193522 nChanged 2033
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Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -4194810 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -4196442 nChanged 2609
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -4198600 nChanged 2648
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Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -4201200 nChanged 2204
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Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -4203650 nChanged 1477
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Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4204954 nChanged 726
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Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4205305 nChanged 373
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Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4205432 nChanged 236
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Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4205481 nChanged 186
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Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -4205511.500000 Penalty: 5186.543457
	Iteration 13Q: 3 clusters Score -4205512 nChanged 148
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Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4205539 nChanged 131
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Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4205574 nChanged 117
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Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4205590 nChanged 97
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Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4205616 nChanged 77
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Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4205629 nChanged 72
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Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -4205644.000000 Penalty: 5186.543457
	Iteration 19Q: 3 clusters Score -4205644 nChanged 77
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Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4205656 nChanged 73
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Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4205661 nChanged 57
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Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4205666 nChanged 43
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Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4205669 nChanged 43
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Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -4205673.500000 Penalty: 5186.543457
	Iteration 24Q: 3 clusters Score -4205674 nChanged 25
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Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -4205675.500000 Penalty: 5186.543457
	Iteration 25Q: 3 clusters Score -4205676 nChanged 19
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Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4205680 nChanged 16
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Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4205686 nChanged 21
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Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4205676 nChanged 21
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Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4205673 nChanged 19
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Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4205678 nChanged 11
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Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4205678 nChanged 14
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Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4205686 nChanged 15
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Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4205685 nChanged 12
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Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4205688 nChanged 18
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Mstep: Class 1 contains 5501 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4205691 nChanged 15
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Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 29290 members 
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	Iteration 36Q: 3 clusters Score -4205694 nChanged 18
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Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4205706 nChanged 24
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Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4205715 nChanged 22
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Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4205706 nChanged 19
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Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4205704 nChanged 18
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Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4205698 nChanged 20
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Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4205700 nChanged 14
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Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4205694 nChanged 15
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Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 29438 members 
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	Iteration 44Q: 3 clusters Score -4205705 nChanged 14
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Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 29450 members 
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	Iteration 45Q: 3 clusters Score -4205706 nChanged 14
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Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4205712 nChanged 15
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Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 29479 members 
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	Iteration 47Q: 3 clusters Score -4205712 nChanged 21
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Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4205726 nChanged 32
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Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -4205724.500000 Penalty: 5186.543457
	Iteration 49Q: 3 clusters Score -4205724 nChanged 24
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Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4205730 nChanged 18
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Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -4205718.000000 Penalty: 5186.543457
	Iteration 51Q: 3 clusters Score -4205718 nChanged 16
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Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -4205714.500000 Penalty: 5186.543457
	Iteration 52Q: 3 clusters Score -4205714 nChanged 14
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Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4205719 nChanged 15
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Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 29619 members 
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	Iteration 54Q: 3 clusters Score -4205715 nChanged 12
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Mstep: Class 1 contains 5147 members 
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	Iteration 55Q: 3 clusters Score -4205718 nChanged 6
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Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4205722 nChanged 9
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	Iteration 57Q: 3 clusters Score -4205718 nChanged 12
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Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4205722 nChanged 8
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Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -4205727.500000 Penalty: 5186.543457
	Iteration 59Q: 3 clusters Score -4205728 nChanged 7
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Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4205722 nChanged 6
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Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 29679 members 
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	Iteration 61Q: 3 clusters Score -4205718 nChanged 7
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Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 29686 members 
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	Iteration 62Q: 3 clusters Score -4205720 nChanged 8
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Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4205724 nChanged 8
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Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 29702 members 
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	Iteration 64Q: 3 clusters Score -4205724 nChanged 8
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Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 29710 members 
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	Iteration 65Q: 3 clusters Score -4205736 nChanged 8
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Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -4205730.500000 Penalty: 5186.543457
	Iteration 66Q: 3 clusters Score -4205730 nChanged 7
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Mstep: Class 1 contains 5053 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4205732 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 29732 members 
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	Iteration 68Q: 3 clusters Score -4205736 nChanged 4
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Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4205734 nChanged 9
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Mstep: Class 1 contains 5033 members 
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	Iteration 70Q: 3 clusters Score -4205734 nChanged 10
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Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 29755 members 
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	Iteration 71Q: 3 clusters Score -4205730 nChanged 7
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Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4205722 nChanged 6
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Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 29768 members 
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	Iteration 73Q: 3 clusters Score -4205728 nChanged 5
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Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 29773 members 
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	Iteration 74Q: 3 clusters Score -4205736 nChanged 3
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Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 29776 members 
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	Iteration 75Q: 3 clusters Score -4205732 nChanged 1
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Mstep: Class 1 contains 5001 members 
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	Iteration 76Q: 3 clusters Score -4205734 nChanged 3
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Mstep: Class 1 contains 4998 members 
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Score: -4205740.500000 Penalty: 5186.543457
	Iteration 77Q: 3 clusters Score -4205740 nChanged 2
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Mstep: Class 1 contains 4996 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4205738 nChanged 4
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Mstep: Class 1 contains 4992 members 
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	Iteration 79Q: 3 clusters Score -4205734 nChanged 1
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Mstep: Class 1 contains 4991 members 
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	Iteration 80F: 3 clusters Score -4205732 nChanged 2
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Mstep: Class 1 contains 4989 members 
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	Iteration 81Q: 3 clusters Score -4205730 nChanged 4
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	Iteration 82Q: 3 clusters Score -4205733 nChanged 8
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Mstep: Class 1 contains 4977 members 
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	Iteration 83Q: 3 clusters Score -4205730 nChanged 9
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Mstep: Class 1 contains 4968 members 
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Score: -4205728.500000 Penalty: 5186.543457
	Iteration 84Q: 3 clusters Score -4205728 nChanged 5
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Mstep: Class 1 contains 4963 members 
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	Iteration 85Q: 3 clusters Score -4205736 nChanged 5
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Mstep: Class 1 contains 4958 members 
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	Iteration 86Q: 3 clusters Score -4205736 nChanged 8
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Mstep: Class 1 contains 4950 members 
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	Iteration 87Q: 3 clusters Score -4205734 nChanged 7
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Mstep: Class 1 contains 4943 members 
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	Iteration 88Q: 3 clusters Score -4205731 nChanged 6
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	Iteration 89Q: 3 clusters Score -4205732 nChanged 3
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Mstep: Class 1 contains 4934 members 
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	Iteration 90Q: 3 clusters Score -4205735 nChanged 2
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Mstep: Class 1 contains 4932 members 
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	Iteration 91Q: 3 clusters Score -4205734 nChanged 2
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	Iteration 92Q: 3 clusters Score -4205734 nChanged 3
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Mstep: Class 1 contains 4927 members 
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	Iteration 93Q: 3 clusters Score -4205734 nChanged 2
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	Iteration 94Q: 3 clusters Score -4205734 nChanged 1
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Entering Unmasked Estep 
Score: -4205732.500000 Penalty: 5186.543457
	Iteration 95Q: 3 clusters Score -4205732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -4205732.500000 Penalty: 5186.543457
	Iteration 96F: 3 clusters Score -4205732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Entering Unmasked Estep 
Score: -4099042.250000 Penalty: 2588.243652
	Iteration 0F: 2 clusters Score -4099042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -4075809.000000 Penalty: 5176.487305
	Iteration 0F: 3 clusters Score -4075809 nChanged 15450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -4084639.000000 Penalty: 5176.487305
	Iteration 1F: 3 clusters Score -4084639 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -4085647.250000 Penalty: 5176.487305
	Iteration 2F: 3 clusters Score -4085647 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -4087255.250000 Penalty: 5176.487305
	Iteration 3F: 3 clusters Score -4087255 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -4089218.750000 Penalty: 5176.487305
	Iteration 4F: 3 clusters Score -4089219 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -4091371.250000 Penalty: 5176.487305
	Iteration 5F: 3 clusters Score -4091371 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -4093318.000000 Penalty: 5176.487305
	Iteration 6F: 3 clusters Score -4093318 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -4094596.500000 Penalty: 5176.487305
	Iteration 7F: 3 clusters Score -4094596 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -4095258.000000 Penalty: 5176.487305
	Iteration 8Q: 3 clusters Score -4095258 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -4095606.750000 Penalty: 5176.487305
	Iteration 9Q: 3 clusters Score -4095607 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -4095858.750000 Penalty: 5176.487305
	Iteration 10Q: 3 clusters Score -4095859 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -4096023.750000 Penalty: 5176.487305
	Iteration 11Q: 3 clusters Score -4096024 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -4096164.750000 Penalty: 5176.487305
	Iteration 12Q: 3 clusters Score -4096165 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -4096271.500000 Penalty: 5176.487305
	Iteration 13Q: 3 clusters Score -4096272 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -4096383.750000 Penalty: 5176.487305
	Iteration 14Q: 3 clusters Score -4096384 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -4096469.000000 Penalty: 5176.487305
	Iteration 15Q: 3 clusters Score -4096469 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -4096553.250000 Penalty: 5176.487305
	Iteration 16Q: 3 clusters Score -4096553 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -4096655.000000 Penalty: 5176.487305
	Iteration 17Q: 3 clusters Score -4096655 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -4096728.750000 Penalty: 5176.487305
	Iteration 18Q: 3 clusters Score -4096729 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -4096805.500000 Penalty: 5176.487305
	Iteration 19Q: 3 clusters Score -4096806 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -4096870.500000 Penalty: 5176.487305
	Iteration 20F: 3 clusters Score -4096870 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -4096933.250000 Penalty: 5176.487305
	Iteration 21Q: 3 clusters Score -4096933 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -4096994.250000 Penalty: 5176.487305
	Iteration 22Q: 3 clusters Score -4096994 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -4097037.250000 Penalty: 5176.487305
	Iteration 23Q: 3 clusters Score -4097037 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -4097077.250000 Penalty: 5176.487305
	Iteration 24Q: 3 clusters Score -4097077 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -4097130.750000 Penalty: 5176.487305
	Iteration 25Q: 3 clusters Score -4097131 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -4097158.500000 Penalty: 5176.487305
	Iteration 26Q: 3 clusters Score -4097158 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -4097194.500000 Penalty: 5176.487305
	Iteration 27Q: 3 clusters Score -4097194 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -4097224.000000 Penalty: 5176.487305
	Iteration 28Q: 3 clusters Score -4097224 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -4097255.500000 Penalty: 5176.487305
	Iteration 29Q: 3 clusters Score -4097256 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -4097287.250000 Penalty: 5176.487305
	Iteration 30Q: 3 clusters Score -4097287 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -4097323.500000 Penalty: 5176.487305
	Iteration 31Q: 3 clusters Score -4097324 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -4097379.250000 Penalty: 5176.487305
	Iteration 32Q: 3 clusters Score -4097379 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -4097402.000000 Penalty: 5176.487305
	Iteration 33Q: 3 clusters Score -4097402 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -4097420.000000 Penalty: 5176.487305
	Iteration 34Q: 3 clusters Score -4097420 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -4097445.250000 Penalty: 5176.487305
	Iteration 35Q: 3 clusters Score -4097445 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -4097456.250000 Penalty: 5176.487305
	Iteration 36Q: 3 clusters Score -4097456 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -4097467.750000 Penalty: 5176.487305
	Iteration 37Q: 3 clusters Score -4097468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -4097482.000000 Penalty: 5176.487305
	Iteration 38Q: 3 clusters Score -4097482 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -4097496.250000 Penalty: 5176.487305
	Iteration 39Q: 3 clusters Score -4097496 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -4097501.500000 Penalty: 5176.487305
	Iteration 40F: 3 clusters Score -4097502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -4097513.750000 Penalty: 5176.487305
	Iteration 41Q: 3 clusters Score -4097514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -4097515.500000 Penalty: 5176.487305
	Iteration 42Q: 3 clusters Score -4097516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -4097512.750000 Penalty: 5176.487305
	Iteration 43Q: 3 clusters Score -4097513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -4097526.250000 Penalty: 5176.487305
	Iteration 44Q: 3 clusters Score -4097526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -4097533.750000 Penalty: 5176.487305
	Iteration 45Q: 3 clusters Score -4097534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -4097542.000000 Penalty: 5176.487305
	Iteration 46Q: 3 clusters Score -4097542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -4097555.750000 Penalty: 5176.487305
	Iteration 47Q: 3 clusters Score -4097556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -4097558.250000 Penalty: 5176.487305
	Iteration 48Q: 3 clusters Score -4097558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -4097572.000000 Penalty: 5176.487305
	Iteration 49Q: 3 clusters Score -4097572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -4097577.250000 Penalty: 5176.487305
	Iteration 50Q: 3 clusters Score -4097577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -4097577.000000 Penalty: 5176.487305
	Iteration 51Q: 3 clusters Score -4097577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -4097575.500000 Penalty: 5176.487305
	Iteration 52Q: 3 clusters Score -4097576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -4097585.750000 Penalty: 5176.487305
	Iteration 53Q: 3 clusters Score -4097586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -4097591.750000 Penalty: 5176.487305
	Iteration 54Q: 3 clusters Score -4097592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -4097598.500000 Penalty: 5176.487305
	Iteration 55Q: 3 clusters Score -4097598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -4097593.500000 Penalty: 5176.487305
	Iteration 56Q: 3 clusters Score -4097594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -4097592.000000 Penalty: 5176.487305
	Iteration 57Q: 3 clusters Score -4097592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -4097586.250000 Penalty: 5176.487305
	Iteration 58Q: 3 clusters Score -4097586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -4097592.000000 Penalty: 5176.487305
	Iteration 59Q: 3 clusters Score -4097592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -4097591.500000 Penalty: 5176.487305
	Iteration 60F: 3 clusters Score -4097592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -4097591.750000 Penalty: 5176.487305
	Iteration 61Q: 3 clusters Score -4097592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -4097593.000000 Penalty: 5176.487305
	Iteration 62Q: 3 clusters Score -4097593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -4097594.250000 Penalty: 5176.487305
	Iteration 63Q: 3 clusters Score -4097594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -4097597.750000 Penalty: 5176.487305
	Iteration 64Q: 3 clusters Score -4097598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -4097594.750000 Penalty: 5176.487305
	Iteration 65Q: 3 clusters Score -4097595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -4097598.000000 Penalty: 5176.487305
	Iteration 66Q: 3 clusters Score -4097598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -4097593.750000 Penalty: 5176.487305
	Iteration 67Q: 3 clusters Score -4097594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -4097593.750000 Penalty: 5176.487305
	Iteration 68F: 3 clusters Score -4097594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Entering Unmasked Estep 
Score: -781222.375000 Penalty: 2188.738770
	Iteration 0F: 2 clusters Score -781222.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -775587.625000 Penalty: 4377.477539
	Iteration 0F: 3 clusters Score -775587.6 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -777013.375000 Penalty: 4377.477539
	Iteration 1F: 3 clusters Score -777013.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -777328.687500 Penalty: 4377.477539
	Iteration 2F: 3 clusters Score -777328.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -777696.312500 Penalty: 4377.477539
	Iteration 3F: 3 clusters Score -777696.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -778029.375000 Penalty: 4377.477539
	Iteration 4F: 3 clusters Score -778029.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -778301.062500 Penalty: 4377.477539
	Iteration 5F: 3 clusters Score -778301.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -778546.187500 Penalty: 4377.477539
	Iteration 6F: 3 clusters Score -778546.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -778788.250000 Penalty: 4377.477539
	Iteration 7F: 3 clusters Score -778788.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -779055.687500 Penalty: 4377.477539
	Iteration 8F: 3 clusters Score -779055.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -779301.750000 Penalty: 4377.477539
	Iteration 9Q: 3 clusters Score -779301.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -779474.062500 Penalty: 4377.477539
	Iteration 10Q: 3 clusters Score -779474.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -779598.937500 Penalty: 4377.477539
	Iteration 11Q: 3 clusters Score -779598.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -779692.625000 Penalty: 4377.477539
	Iteration 12Q: 3 clusters Score -779692.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -779744.375000 Penalty: 4377.477539
	Iteration 13Q: 3 clusters Score -779744.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -779785.625000 Penalty: 4377.477539
	Iteration 14Q: 3 clusters Score -779785.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -779819.437500 Penalty: 4377.477539
	Iteration 15Q: 3 clusters Score -779819.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -779844.375000 Penalty: 4377.477539
	Iteration 16Q: 3 clusters Score -779844.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -779866.375000 Penalty: 4377.477539
	Iteration 17Q: 3 clusters Score -779866.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -779883.125000 Penalty: 4377.477539
	Iteration 18Q: 3 clusters Score -779883.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -779902.562500 Penalty: 4377.477539
	Iteration 19Q: 3 clusters Score -779902.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -779916.625000 Penalty: 4377.477539
	Iteration 20F: 3 clusters Score -779916.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -779931.437500 Penalty: 4377.477539
	Iteration 21Q: 3 clusters Score -779931.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -779950.500000 Penalty: 4377.477539
	Iteration 22Q: 3 clusters Score -779950.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -779961.250000 Penalty: 4377.477539
	Iteration 23Q: 3 clusters Score -779961.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -779967.062500 Penalty: 4377.477539
	Iteration 24Q: 3 clusters Score -779967.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -779971.562500 Penalty: 4377.477539
	Iteration 25Q: 3 clusters Score -779971.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -779975.875000 Penalty: 4377.477539
	Iteration 26Q: 3 clusters Score -779975.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -779987.687500 Penalty: 4377.477539
	Iteration 27Q: 3 clusters Score -779987.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -780000.500000 Penalty: 4377.477539
	Iteration 28Q: 3 clusters Score -780000.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -780015.375000 Penalty: 4377.477539
	Iteration 29Q: 3 clusters Score -780015.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -780024.187500 Penalty: 4377.477539
	Iteration 30Q: 3 clusters Score -780024.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -780037.312500 Penalty: 4377.477539
	Iteration 31Q: 3 clusters Score -780037.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -780042.375000 Penalty: 4377.477539
	Iteration 32Q: 3 clusters Score -780042.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -780043.875000 Penalty: 4377.477539
	Iteration 33Q: 3 clusters Score -780043.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -780046.312500 Penalty: 4377.477539
	Iteration 34Q: 3 clusters Score -780046.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -780046.500000 Penalty: 4377.477539
	Iteration 35Q: 3 clusters Score -780046.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -780048.687500 Penalty: 4377.477539
	Iteration 36Q: 3 clusters Score -780048.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -780050.062500 Penalty: 4377.477539
	Iteration 37Q: 3 clusters Score -780050.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -780050.062500 Penalty: 4377.477539
	Iteration 38Q: 3 clusters Score -780050.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -780051.562500 Penalty: 4377.477539
	Iteration 39Q: 3 clusters Score -780051.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -780053.375000 Penalty: 4377.477539
	Iteration 40F: 3 clusters Score -780053.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -780055.250000 Penalty: 4377.477539
	Iteration 41Q: 3 clusters Score -780055.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -780058.125000 Penalty: 4377.477539
	Iteration 42Q: 3 clusters Score -780058.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -780057.687500 Penalty: 4377.477539
	Iteration 43Q: 3 clusters Score -780057.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -780057.687500 Penalty: 4377.477539
	Iteration 44F: 3 clusters Score -780057.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (213811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213811 members 
Entering Unmasked Estep 
Score: -25402074.000000 Penalty: 3043.666260
	Iteration 0F: 2 clusters Score -2.540207e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107118 members 
Mstep: Class 2 contains 106693 members 
Entering Unmasked Estep 
Score: -25265796.000000 Penalty: 6087.332520
	Iteration 0F: 3 clusters Score -2.52658e+07 nChanged 102943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109709 members 
Mstep: Class 2 contains 104102 members 
Entering Unmasked Estep 
Score: -25327114.000000 Penalty: 6087.332520
	Iteration 1F: 3 clusters Score -2.532711e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111199 members 
Mstep: Class 2 contains 102612 members 
Entering Unmasked Estep 
Score: -25329712.000000 Penalty: 6087.332520
	Iteration 2Q: 3 clusters Score -2.532971e+07 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113158 members 
Mstep: Class 2 contains 100653 members 
Entering Unmasked Estep 
Score: -25333516.000000 Penalty: 6087.332520
	Iteration 3Q: 3 clusters Score -2.533352e+07 nChanged 10821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115339 members 
Mstep: Class 2 contains 98472 members 
Entering Unmasked Estep 
Score: -25339570.000000 Penalty: 6087.332520
	Iteration 4F: 3 clusters Score -2.533957e+07 nChanged 12791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117416 members 
Mstep: Class 2 contains 96395 members 
Entering Unmasked Estep 
Score: -25347798.000000 Penalty: 6087.332520
	Iteration 5F: 3 clusters Score -2.53478e+07 nChanged 14237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118809 members 
Mstep: Class 2 contains 95002 members 
Entering Unmasked Estep 
Score: -25357030.000000 Penalty: 6087.332520
	Iteration 6F: 3 clusters Score -2.535703e+07 nChanged 14507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119124 members 
Mstep: Class 2 contains 94687 members 
Entering Unmasked Estep 
Score: -25366702.000000 Penalty: 6087.332520
	Iteration 7F: 3 clusters Score -2.53667e+07 nChanged 12940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118606 members 
Mstep: Class 2 contains 95205 members 
Entering Unmasked Estep 
Score: -25374222.000000 Penalty: 6087.332520
	Iteration 8F: 3 clusters Score -2.537422e+07 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118012 members 
Mstep: Class 2 contains 95799 members 
Entering Unmasked Estep 
Score: -25377986.000000 Penalty: 6087.332520
	Iteration 9Q: 3 clusters Score -2.537799e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117546 members 
Mstep: Class 2 contains 96265 members 
Entering Unmasked Estep 
Score: -25379482.000000 Penalty: 6087.332520
	Iteration 10Q: 3 clusters Score -2.537948e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117188 members 
Mstep: Class 2 contains 96623 members 
Entering Unmasked Estep 
Score: -25380576.000000 Penalty: 6087.332520
	Iteration 11Q: 3 clusters Score -2.538058e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117027 members 
Mstep: Class 2 contains 96784 members 
Entering Unmasked Estep 
Score: -25381318.000000 Penalty: 6087.332520
	Iteration 12Q: 3 clusters Score -2.538132e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116875 members 
Mstep: Class 2 contains 96936 members 
Entering Unmasked Estep 
Score: -25381988.000000 Penalty: 6087.332520
	Iteration 13Q: 3 clusters Score -2.538199e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116747 members 
Mstep: Class 2 contains 97064 members 
Entering Unmasked Estep 
Score: -25382570.000000 Penalty: 6087.332520
	Iteration 14Q: 3 clusters Score -2.538257e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116577 members 
Mstep: Class 2 contains 97234 members 
Entering Unmasked Estep 
Score: -25383158.000000 Penalty: 6087.332520
	Iteration 15Q: 3 clusters Score -2.538316e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116304 members 
Mstep: Class 2 contains 97507 members 
Entering Unmasked Estep 
Score: -25383734.000000 Penalty: 6087.332520
	Iteration 16Q: 3 clusters Score -2.538373e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115948 members 
Mstep: Class 2 contains 97863 members 
Entering Unmasked Estep 
Score: -25384294.000000 Penalty: 6087.332520
	Iteration 17Q: 3 clusters Score -2.538429e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115555 members 
Mstep: Class 2 contains 98256 members 
Entering Unmasked Estep 
Score: -25384954.000000 Penalty: 6087.332520
	Iteration 18Q: 3 clusters Score -2.538495e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115167 members 
Mstep: Class 2 contains 98644 members 
Entering Unmasked Estep 
Score: -25385822.000000 Penalty: 6087.332520
	Iteration 19Q: 3 clusters Score -2.538582e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114805 members 
Mstep: Class 2 contains 99006 members 
Entering Unmasked Estep 
Score: -25386700.000000 Penalty: 6087.332520
	Iteration 20F: 3 clusters Score -2.53867e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114444 members 
Mstep: Class 2 contains 99367 members 
Entering Unmasked Estep 
Score: -25387174.000000 Penalty: 6087.332520
	Iteration 21Q: 3 clusters Score -2.538717e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114068 members 
Mstep: Class 2 contains 99743 members 
Entering Unmasked Estep 
Score: -25387770.000000 Penalty: 6087.332520
	Iteration 22Q: 3 clusters Score -2.538777e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113677 members 
Mstep: Class 2 contains 100134 members 
Entering Unmasked Estep 
Score: -25388510.000000 Penalty: 6087.332520
	Iteration 23Q: 3 clusters Score -2.538851e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113459 members 
Mstep: Class 2 contains 100352 members 
Entering Unmasked Estep 
Score: -25388976.000000 Penalty: 6087.332520
	Iteration 24Q: 3 clusters Score -2.538898e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113277 members 
Mstep: Class 2 contains 100534 members 
Entering Unmasked Estep 
Score: -25389574.000000 Penalty: 6087.332520
	Iteration 25Q: 3 clusters Score -2.538957e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113220 members 
Mstep: Class 2 contains 100591 members 
Entering Unmasked Estep 
Score: -25390088.000000 Penalty: 6087.332520
	Iteration 26Q: 3 clusters Score -2.539009e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113265 members 
Mstep: Class 2 contains 100546 members 
Entering Unmasked Estep 
Score: -25390322.000000 Penalty: 6087.332520
	Iteration 27Q: 3 clusters Score -2.539032e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113513 members 
Mstep: Class 2 contains 100298 members 
Entering Unmasked Estep 
Score: -25390706.000000 Penalty: 6087.332520
	Iteration 28Q: 3 clusters Score -2.539071e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113772 members 
Mstep: Class 2 contains 100039 members 
Entering Unmasked Estep 
Score: -25390942.000000 Penalty: 6087.332520
	Iteration 29Q: 3 clusters Score -2.539094e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114093 members 
Mstep: Class 2 contains 99718 members 
Entering Unmasked Estep 
Score: -25391038.000000 Penalty: 6087.332520
	Iteration 30Q: 3 clusters Score -2.539104e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114467 members 
Mstep: Class 2 contains 99344 members 
Entering Unmasked Estep 
Score: -25391236.000000 Penalty: 6087.332520
	Iteration 31Q: 3 clusters Score -2.539124e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114851 members 
Mstep: Class 2 contains 98960 members 
Entering Unmasked Estep 
Score: -25391290.000000 Penalty: 6087.332520
	Iteration 32Q: 3 clusters Score -2.539129e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115316 members 
Mstep: Class 2 contains 98495 members 
Entering Unmasked Estep 
Score: -25391370.000000 Penalty: 6087.332520
	Iteration 33Q: 3 clusters Score -2.539137e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115761 members 
Mstep: Class 2 contains 98050 members 
Entering Unmasked Estep 
Score: -25391424.000000 Penalty: 6087.332520
	Iteration 34Q: 3 clusters Score -2.539142e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116162 members 
Mstep: Class 2 contains 97649 members 
Entering Unmasked Estep 
Score: -25391446.000000 Penalty: 6087.332520
	Iteration 35Q: 3 clusters Score -2.539145e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116563 members 
Mstep: Class 2 contains 97248 members 
Entering Unmasked Estep 
Score: -25391440.000000 Penalty: 6087.332520
	Iteration 36Q: 3 clusters Score -2.539144e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116926 members 
Mstep: Class 2 contains 96885 members 
Entering Unmasked Estep 
Score: -25391410.000000 Penalty: 6087.332520
	Iteration 37Q: 3 clusters Score -2.539141e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117331 members 
Mstep: Class 2 contains 96480 members 
Entering Unmasked Estep 
Score: -25391456.000000 Penalty: 6087.332520
	Iteration 38Q: 3 clusters Score -2.539146e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117735 members 
Mstep: Class 2 contains 96076 members 
Entering Unmasked Estep 
Score: -25391458.000000 Penalty: 6087.332520
	Iteration 39Q: 3 clusters Score -2.539146e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118173 members 
Mstep: Class 2 contains 95638 members 
Entering Unmasked Estep 
Score: -25391440.000000 Penalty: 6087.332520
	Iteration 40F: 3 clusters Score -2.539144e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118622 members 
Mstep: Class 2 contains 95189 members 
Entering Unmasked Estep 
Score: -25391428.000000 Penalty: 6087.332520
	Iteration 41Q: 3 clusters Score -2.539143e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119061 members 
Mstep: Class 2 contains 94750 members 
Entering Unmasked Estep 
Score: -25391394.000000 Penalty: 6087.332520
	Iteration 42Q: 3 clusters Score -2.539139e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119489 members 
Mstep: Class 2 contains 94322 members 
Entering Unmasked Estep 
Score: -25391326.000000 Penalty: 6087.332520
	Iteration 43Q: 3 clusters Score -2.539133e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119855 members 
Mstep: Class 2 contains 93956 members 
Entering Unmasked Estep 
Score: -25391290.000000 Penalty: 6087.332520
	Iteration 44Q: 3 clusters Score -2.539129e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120213 members 
Mstep: Class 2 contains 93598 members 
Entering Unmasked Estep 
Score: -25391316.000000 Penalty: 6087.332520
	Iteration 45Q: 3 clusters Score -2.539132e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120539 members 
Mstep: Class 2 contains 93272 members 
Entering Unmasked Estep 
Score: -25391266.000000 Penalty: 6087.332520
	Iteration 46Q: 3 clusters Score -2.539127e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120897 members 
Mstep: Class 2 contains 92914 members 
Entering Unmasked Estep 
Score: -25391238.000000 Penalty: 6087.332520
	Iteration 47Q: 3 clusters Score -2.539124e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121231 members 
Mstep: Class 2 contains 92580 members 
Entering Unmasked Estep 
Score: -25391246.000000 Penalty: 6087.332520
	Iteration 48Q: 3 clusters Score -2.539125e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121556 members 
Mstep: Class 2 contains 92255 members 
Entering Unmasked Estep 
Score: -25391168.000000 Penalty: 6087.332520
	Iteration 49Q: 3 clusters Score -2.539117e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121898 members 
Mstep: Class 2 contains 91913 members 
Entering Unmasked Estep 
Score: -25391092.000000 Penalty: 6087.332520
	Iteration 50Q: 3 clusters Score -2.539109e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122199 members 
Mstep: Class 2 contains 91612 members 
Entering Unmasked Estep 
Score: -25391062.000000 Penalty: 6087.332520
	Iteration 51Q: 3 clusters Score -2.539106e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122490 members 
Mstep: Class 2 contains 91321 members 
Entering Unmasked Estep 
Score: -25391048.000000 Penalty: 6087.332520
	Iteration 52Q: 3 clusters Score -2.539105e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122785 members 
Mstep: Class 2 contains 91026 members 
Entering Unmasked Estep 
Score: -25390966.000000 Penalty: 6087.332520
	Iteration 53Q: 3 clusters Score -2.539097e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123110 members 
Mstep: Class 2 contains 90701 members 
Entering Unmasked Estep 
Score: -25390936.000000 Penalty: 6087.332520
	Iteration 54Q: 3 clusters Score -2.539094e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123410 members 
Mstep: Class 2 contains 90401 members 
Entering Unmasked Estep 
Score: -25390860.000000 Penalty: 6087.332520
	Iteration 55Q: 3 clusters Score -2.539086e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123758 members 
Mstep: Class 2 contains 90053 members 
Entering Unmasked Estep 
Score: -25390824.000000 Penalty: 6087.332520
	Iteration 56Q: 3 clusters Score -2.539082e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124095 members 
Mstep: Class 2 contains 89716 members 
Entering Unmasked Estep 
Score: -25390824.000000 Penalty: 6087.332520
	Iteration 57Q: 3 clusters Score -2.539082e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124415 members 
Mstep: Class 2 contains 89396 members 
Entering Unmasked Estep 
Score: -25390718.000000 Penalty: 6087.332520
	Iteration 58Q: 3 clusters Score -2.539072e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124744 members 
Mstep: Class 2 contains 89067 members 
Entering Unmasked Estep 
Score: -25390656.000000 Penalty: 6087.332520
	Iteration 59Q: 3 clusters Score -2.539066e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125101 members 
Mstep: Class 2 contains 88710 members 
Entering Unmasked Estep 
Score: -25390692.000000 Penalty: 6087.332520
	Iteration 60F: 3 clusters Score -2.539069e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125482 members 
Mstep: Class 2 contains 88329 members 
Entering Unmasked Estep 
Score: -25390618.000000 Penalty: 6087.332520
	Iteration 61Q: 3 clusters Score -2.539062e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125858 members 
Mstep: Class 2 contains 87953 members 
Entering Unmasked Estep 
Score: -25390598.000000 Penalty: 6087.332520
	Iteration 62Q: 3 clusters Score -2.53906e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126223 members 
Mstep: Class 2 contains 87588 members 
Entering Unmasked Estep 
Score: -25390550.000000 Penalty: 6087.332520
	Iteration 63Q: 3 clusters Score -2.539055e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126605 members 
Mstep: Class 2 contains 87206 members 
Entering Unmasked Estep 
Score: -25390500.000000 Penalty: 6087.332520
	Iteration 64Q: 3 clusters Score -2.53905e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126998 members 
Mstep: Class 2 contains 86813 members 
Entering Unmasked Estep 
Score: -25390514.000000 Penalty: 6087.332520
	Iteration 65Q: 3 clusters Score -2.539051e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127411 members 
Mstep: Class 2 contains 86400 members 
Entering Unmasked Estep 
Score: -25390434.000000 Penalty: 6087.332520
	Iteration 66Q: 3 clusters Score -2.539043e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127880 members 
Mstep: Class 2 contains 85931 members 
Entering Unmasked Estep 
Score: -25390378.000000 Penalty: 6087.332520
	Iteration 67Q: 3 clusters Score -2.539038e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128338 members 
Mstep: Class 2 contains 85473 members 
Entering Unmasked Estep 
Score: -25390290.000000 Penalty: 6087.332520
	Iteration 68Q: 3 clusters Score -2.539029e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128796 members 
Mstep: Class 2 contains 85015 members 
Entering Unmasked Estep 
Score: -25390292.000000 Penalty: 6087.332520
	Iteration 69Q: 3 clusters Score -2.539029e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129272 members 
Mstep: Class 2 contains 84539 members 
Entering Unmasked Estep 
Score: -25390274.000000 Penalty: 6087.332520
	Iteration 70Q: 3 clusters Score -2.539027e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129741 members 
Mstep: Class 2 contains 84070 members 
Entering Unmasked Estep 
Score: -25390128.000000 Penalty: 6087.332520
	Iteration 71Q: 3 clusters Score -2.539013e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130225 members 
Mstep: Class 2 contains 83586 members 
Entering Unmasked Estep 
Score: -25390070.000000 Penalty: 6087.332520
	Iteration 72Q: 3 clusters Score -2.539007e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130703 members 
Mstep: Class 2 contains 83108 members 
Entering Unmasked Estep 
Score: -25390030.000000 Penalty: 6087.332520
	Iteration 73Q: 3 clusters Score -2.539003e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131194 members 
Mstep: Class 2 contains 82617 members 
Entering Unmasked Estep 
Score: -25389970.000000 Penalty: 6087.332520
	Iteration 74Q: 3 clusters Score -2.538997e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131653 members 
Mstep: Class 2 contains 82158 members 
Entering Unmasked Estep 
Score: -25389830.000000 Penalty: 6087.332520
	Iteration 75Q: 3 clusters Score -2.538983e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132122 members 
Mstep: Class 2 contains 81689 members 
Entering Unmasked Estep 
Score: -25389694.000000 Penalty: 6087.332520
	Iteration 76Q: 3 clusters Score -2.538969e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132637 members 
Mstep: Class 2 contains 81174 members 
Entering Unmasked Estep 
Score: -25389566.000000 Penalty: 6087.332520
	Iteration 77Q: 3 clusters Score -2.538957e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133160 members 
Mstep: Class 2 contains 80651 members 
Entering Unmasked Estep 
Score: -25389538.000000 Penalty: 6087.332520
	Iteration 78Q: 3 clusters Score -2.538954e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133700 members 
Mstep: Class 2 contains 80111 members 
Entering Unmasked Estep 
Score: -25389474.000000 Penalty: 6087.332520
	Iteration 79Q: 3 clusters Score -2.538947e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134258 members 
Mstep: Class 2 contains 79553 members 
Entering Unmasked Estep 
Score: -25389278.000000 Penalty: 6087.332520
	Iteration 80F: 3 clusters Score -2.538928e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134841 members 
Mstep: Class 2 contains 78970 members 
Entering Unmasked Estep 
Score: -25389262.000000 Penalty: 6087.332520
	Iteration 81Q: 3 clusters Score -2.538926e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135462 members 
Mstep: Class 2 contains 78349 members 
Entering Unmasked Estep 
Score: -25389214.000000 Penalty: 6087.332520
	Iteration 82Q: 3 clusters Score -2.538921e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136133 members 
Mstep: Class 2 contains 77678 members 
Entering Unmasked Estep 
Score: -25389134.000000 Penalty: 6087.332520
	Iteration 83Q: 3 clusters Score -2.538913e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136789 members 
Mstep: Class 2 contains 77022 members 
Entering Unmasked Estep 
Score: -25389060.000000 Penalty: 6087.332520
	Iteration 84Q: 3 clusters Score -2.538906e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137439 members 
Mstep: Class 2 contains 76372 members 
Entering Unmasked Estep 
Score: -25388998.000000 Penalty: 6087.332520
	Iteration 85Q: 3 clusters Score -2.5389e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138122 members 
Mstep: Class 2 contains 75689 members 
Entering Unmasked Estep 
Score: -25388978.000000 Penalty: 6087.332520
	Iteration 86Q: 3 clusters Score -2.538898e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138795 members 
Mstep: Class 2 contains 75016 members 
Entering Unmasked Estep 
Score: -25388902.000000 Penalty: 6087.332520
	Iteration 87Q: 3 clusters Score -2.53889e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139443 members 
Mstep: Class 2 contains 74368 members 
Entering Unmasked Estep 
Score: -25388784.000000 Penalty: 6087.332520
	Iteration 88Q: 3 clusters Score -2.538878e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140061 members 
Mstep: Class 2 contains 73750 members 
Entering Unmasked Estep 
Score: -25388636.000000 Penalty: 6087.332520
	Iteration 89Q: 3 clusters Score -2.538864e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140653 members 
Mstep: Class 2 contains 73158 members 
Entering Unmasked Estep 
Score: -25388586.000000 Penalty: 6087.332520
	Iteration 90Q: 3 clusters Score -2.538859e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141322 members 
Mstep: Class 2 contains 72489 members 
Entering Unmasked Estep 
Score: -25388480.000000 Penalty: 6087.332520
	Iteration 91Q: 3 clusters Score -2.538848e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142012 members 
Mstep: Class 2 contains 71799 members 
Entering Unmasked Estep 
Score: -25388438.000000 Penalty: 6087.332520
	Iteration 92Q: 3 clusters Score -2.538844e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142722 members 
Mstep: Class 2 contains 71089 members 
Entering Unmasked Estep 
Score: -25388368.000000 Penalty: 6087.332520
	Iteration 93Q: 3 clusters Score -2.538837e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143467 members 
Mstep: Class 2 contains 70344 members 
Entering Unmasked Estep 
Score: -25388262.000000 Penalty: 6087.332520
	Iteration 94Q: 3 clusters Score -2.538826e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144218 members 
Mstep: Class 2 contains 69593 members 
Entering Unmasked Estep 
Score: -25388210.000000 Penalty: 6087.332520
	Iteration 95Q: 3 clusters Score -2.538821e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144941 members 
Mstep: Class 2 contains 68870 members 
Entering Unmasked Estep 
Score: -25388152.000000 Penalty: 6087.332520
	Iteration 96Q: 3 clusters Score -2.538815e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145642 members 
Mstep: Class 2 contains 68169 members 
Entering Unmasked Estep 
Score: -25388142.000000 Penalty: 6087.332520
	Iteration 97Q: 3 clusters Score -2.538814e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146363 members 
Mstep: Class 2 contains 67448 members 
Entering Unmasked Estep 
Score: -25388024.000000 Penalty: 6087.332520
	Iteration 98Q: 3 clusters Score -2.538802e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147040 members 
Mstep: Class 2 contains 66771 members 
Entering Unmasked Estep 
Score: -25388002.000000 Penalty: 6087.332520
	Iteration 99Q: 3 clusters Score -2.5388e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147743 members 
Mstep: Class 2 contains 66068 members 
Entering Unmasked Estep 
Score: -25388038.000000 Penalty: 6087.332520
	Iteration 100F: 3 clusters Score -2.538804e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148498 members 
Mstep: Class 2 contains 65313 members 
Entering Unmasked Estep 
Score: -25387954.000000 Penalty: 6087.332520
	Iteration 101Q: 3 clusters Score -2.538795e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149324 members 
Mstep: Class 2 contains 64487 members 
Entering Unmasked Estep 
Score: -25387848.000000 Penalty: 6087.332520
	Iteration 102Q: 3 clusters Score -2.538785e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150154 members 
Mstep: Class 2 contains 63657 members 
Entering Unmasked Estep 
Score: -25387878.000000 Penalty: 6087.332520
	Iteration 103Q: 3 clusters Score -2.538788e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151018 members 
Mstep: Class 2 contains 62793 members 
Entering Unmasked Estep 
Score: -25387722.000000 Penalty: 6087.332520
	Iteration 104Q: 3 clusters Score -2.538772e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151898 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
Score: -25387640.000000 Penalty: 6087.332520
	Iteration 105Q: 3 clusters Score -2.538764e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152773 members 
Mstep: Class 2 contains 61038 members 
Entering Unmasked Estep 
Score: -25387706.000000 Penalty: 6087.332520
	Iteration 106Q: 3 clusters Score -2.538771e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153669 members 
Mstep: Class 2 contains 60142 members 
Entering Unmasked Estep 
Score: -25387646.000000 Penalty: 6087.332520
	Iteration 107Q: 3 clusters Score -2.538765e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154611 members 
Mstep: Class 2 contains 59200 members 
Entering Unmasked Estep 
Score: -25387572.000000 Penalty: 6087.332520
	Iteration 108Q: 3 clusters Score -2.538757e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155618 members 
Mstep: Class 2 contains 58193 members 
Entering Unmasked Estep 
Score: -25387582.000000 Penalty: 6087.332520
	Iteration 109Q: 3 clusters Score -2.538758e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156695 members 
Mstep: Class 2 contains 57116 members 
Entering Unmasked Estep 
Score: -25387552.000000 Penalty: 6087.332520
	Iteration 110Q: 3 clusters Score -2.538755e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157810 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -25387368.000000 Penalty: 6087.332520
	Iteration 111Q: 3 clusters Score -2.538737e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158939 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -25387316.000000 Penalty: 6087.332520
	Iteration 112Q: 3 clusters Score -2.538732e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160039 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -25387332.000000 Penalty: 6087.332520
	Iteration 113Q: 3 clusters Score -2.538733e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161123 members 
Mstep: Class 2 contains 52688 members 
Entering Unmasked Estep 
Score: -25387228.000000 Penalty: 6087.332520
	Iteration 114Q: 3 clusters Score -2.538723e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162244 members 
Mstep: Class 2 contains 51567 members 
Entering Unmasked Estep 
Score: -25387224.000000 Penalty: 6087.332520
	Iteration 115Q: 3 clusters Score -2.538722e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163512 members 
Mstep: Class 2 contains 50299 members 
Entering Unmasked Estep 
Score: -25387154.000000 Penalty: 6087.332520
	Iteration 116Q: 3 clusters Score -2.538715e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164737 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -25387044.000000 Penalty: 6087.332520
	Iteration 117Q: 3 clusters Score -2.538704e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166038 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -25386930.000000 Penalty: 6087.332520
	Iteration 118Q: 3 clusters Score -2.538693e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167287 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -25387002.000000 Penalty: 6087.332520
	Iteration 119Q: 3 clusters Score -2.5387e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168545 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -25387086.000000 Penalty: 6087.332520
	Iteration 120F: 3 clusters Score -2.538709e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169724 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -25387086.000000 Penalty: 6087.332520
	Iteration 121Q: 3 clusters Score -2.538709e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170885 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -25387026.000000 Penalty: 6087.332520
	Iteration 122Q: 3 clusters Score -2.538703e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172033 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -25387048.000000 Penalty: 6087.332520
	Iteration 123Q: 3 clusters Score -2.538705e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173150 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -25387106.000000 Penalty: 6087.332520
	Iteration 124Q: 3 clusters Score -2.538711e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174302 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -25387162.000000 Penalty: 6087.332520
	Iteration 125Q: 3 clusters Score -2.538716e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175459 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -25387180.000000 Penalty: 6087.332520
	Iteration 126Q: 3 clusters Score -2.538718e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176563 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -25387166.000000 Penalty: 6087.332520
	Iteration 127Q: 3 clusters Score -2.538717e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177635 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -25387278.000000 Penalty: 6087.332520
	Iteration 128Q: 3 clusters Score -2.538728e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178679 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -25387278.000000 Penalty: 6087.332520
	Iteration 129Q: 3 clusters Score -2.538728e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179694 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -25387350.000000 Penalty: 6087.332520
	Iteration 130Q: 3 clusters Score -2.538735e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180646 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -25387424.000000 Penalty: 6087.332520
	Iteration 131Q: 3 clusters Score -2.538742e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181594 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -25387346.000000 Penalty: 6087.332520
	Iteration 132Q: 3 clusters Score -2.538735e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182464 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -25387462.000000 Penalty: 6087.332520
	Iteration 133Q: 3 clusters Score -2.538746e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183301 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -25387404.000000 Penalty: 6087.332520
	Iteration 134Q: 3 clusters Score -2.53874e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184179 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -25387372.000000 Penalty: 6087.332520
	Iteration 135Q: 3 clusters Score -2.538737e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185025 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -25387438.000000 Penalty: 6087.332520
	Iteration 136Q: 3 clusters Score -2.538744e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185849 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -25387526.000000 Penalty: 6087.332520
	Iteration 137Q: 3 clusters Score -2.538753e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186651 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -25387642.000000 Penalty: 6087.332520
	Iteration 138Q: 3 clusters Score -2.538764e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187432 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -25387790.000000 Penalty: 6087.332520
	Iteration 139Q: 3 clusters Score -2.538779e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188205 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -25387854.000000 Penalty: 6087.332520
	Iteration 140F: 3 clusters Score -2.538785e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188993 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -25388108.000000 Penalty: 6087.332520
	Iteration 141Q: 3 clusters Score -2.538811e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189794 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -25388410.000000 Penalty: 6087.332520
	Iteration 142Q: 3 clusters Score -2.538841e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190670 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -25388848.000000 Penalty: 6087.332520
	Iteration 143Q: 3 clusters Score -2.538885e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191545 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -25389498.000000 Penalty: 6087.332520
	Iteration 144Q: 3 clusters Score -2.53895e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192487 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -25390066.000000 Penalty: 6087.332520
	Iteration 145Q: 3 clusters Score -2.539007e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193460 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -25390416.000000 Penalty: 6087.332520
	Iteration 146Q: 3 clusters Score -2.539042e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194435 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -25391108.000000 Penalty: 6087.332520
	Iteration 147Q: 3 clusters Score -2.539111e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195417 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -25391708.000000 Penalty: 6087.332520
	Iteration 148Q: 3 clusters Score -2.539171e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196419 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -25392212.000000 Penalty: 6087.332520
	Iteration 149Q: 3 clusters Score -2.539221e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197398 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -25392574.000000 Penalty: 6087.332520
	Iteration 150Q: 3 clusters Score -2.539257e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198343 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -25393044.000000 Penalty: 6087.332520
	Iteration 151Q: 3 clusters Score -2.539304e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199287 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -25393538.000000 Penalty: 6087.332520
	Iteration 152Q: 3 clusters Score -2.539354e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200227 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -25394006.000000 Penalty: 6087.332520
	Iteration 153Q: 3 clusters Score -2.539401e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201200 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -25394400.000000 Penalty: 6087.332520
	Iteration 154Q: 3 clusters Score -2.53944e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202126 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -25394928.000000 Penalty: 6087.332520
	Iteration 155Q: 3 clusters Score -2.539493e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203000 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -25395222.000000 Penalty: 6087.332520
	Iteration 156Q: 3 clusters Score -2.539522e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203786 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -25395568.000000 Penalty: 6087.332520
	Iteration 157Q: 3 clusters Score -2.539557e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204517 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -25395888.000000 Penalty: 6087.332520
	Iteration 158Q: 3 clusters Score -2.539589e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205196 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -25396284.000000 Penalty: 6087.332520
	Iteration 159Q: 3 clusters Score -2.539628e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205839 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -25396708.000000 Penalty: 6087.332520
	Iteration 160F: 3 clusters Score -2.539671e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206424 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -25397012.000000 Penalty: 6087.332520
	Iteration 161Q: 3 clusters Score -2.539701e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207001 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -25397296.000000 Penalty: 6087.332520
	Iteration 162Q: 3 clusters Score -2.53973e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207491 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -25397516.000000 Penalty: 6087.332520
	Iteration 163Q: 3 clusters Score -2.539752e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207933 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -25397780.000000 Penalty: 6087.332520
	Iteration 164Q: 3 clusters Score -2.539778e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208317 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -25397956.000000 Penalty: 6087.332520
	Iteration 165Q: 3 clusters Score -2.539796e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208654 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -25398144.000000 Penalty: 6087.332520
	Iteration 166Q: 3 clusters Score -2.539814e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208960 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -25398240.000000 Penalty: 6087.332520
	Iteration 167Q: 3 clusters Score -2.539824e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209244 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -25398344.000000 Penalty: 6087.332520
	Iteration 168Q: 3 clusters Score -2.539834e+07 nChanged 269
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209491 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -25398480.000000 Penalty: 6087.332520
	Iteration 169Q: 3 clusters Score -2.539848e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209724 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -25398588.000000 Penalty: 6087.332520
	Iteration 170Q: 3 clusters Score -2.539859e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209905 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -25398672.000000 Penalty: 6087.332520
	Iteration 171Q: 3 clusters Score -2.539867e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210056 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -25398756.000000 Penalty: 6087.332520
	Iteration 172Q: 3 clusters Score -2.539876e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210200 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -25398812.000000 Penalty: 6087.332520
	Iteration 173Q: 3 clusters Score -2.539881e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210336 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -25398834.000000 Penalty: 6087.332520
	Iteration 174Q: 3 clusters Score -2.539883e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210449 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -25398906.000000 Penalty: 6087.332520
	Iteration 175Q: 3 clusters Score -2.539891e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210566 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -25398932.000000 Penalty: 6087.332520
	Iteration 176Q: 3 clusters Score -2.539893e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210673 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -25398936.000000 Penalty: 6087.332520
	Iteration 177Q: 3 clusters Score -2.539894e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210777 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -25398978.000000 Penalty: 6087.332520
	Iteration 178Q: 3 clusters Score -2.539898e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210880 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -25399050.000000 Penalty: 6087.332520
	Iteration 179Q: 3 clusters Score -2.539905e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210958 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -25399068.000000 Penalty: 6087.332520
	Iteration 180F: 3 clusters Score -2.539907e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211026 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -25399072.000000 Penalty: 6087.332520
	Iteration 181Q: 3 clusters Score -2.539907e+07 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 211079 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -25399082.000000 Penalty: 6087.332520
	Iteration 182Q: 3 clusters Score -2.539908e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 211130 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -25399098.000000 Penalty: 6087.332520
	Iteration 183Q: 3 clusters Score -2.53991e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211187 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -25399142.000000 Penalty: 6087.332520
	Iteration 184Q: 3 clusters Score -2.539914e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211238 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -25399144.000000 Penalty: 6087.332520
	Iteration 185Q: 3 clusters Score -2.539914e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211284 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -25399156.000000 Penalty: 6087.332520
	Iteration 186Q: 3 clusters Score -2.539916e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211324 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -25399184.000000 Penalty: 6087.332520
	Iteration 187Q: 3 clusters Score -2.539918e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211355 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -25399192.000000 Penalty: 6087.332520
	Iteration 188Q: 3 clusters Score -2.539919e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211389 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -25399208.000000 Penalty: 6087.332520
	Iteration 189Q: 3 clusters Score -2.539921e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211432 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -25399216.000000 Penalty: 6087.332520
	Iteration 190Q: 3 clusters Score -2.539922e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211464 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -25399242.000000 Penalty: 6087.332520
	Iteration 191Q: 3 clusters Score -2.539924e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211498 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -25399236.000000 Penalty: 6087.332520
	Iteration 192Q: 3 clusters Score -2.539924e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211518 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -25399270.000000 Penalty: 6087.332520
	Iteration 193Q: 3 clusters Score -2.539927e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211545 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -25399246.000000 Penalty: 6087.332520
	Iteration 194Q: 3 clusters Score -2.539925e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211563 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -25399262.000000 Penalty: 6087.332520
	Iteration 195Q: 3 clusters Score -2.539926e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211580 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -25399278.000000 Penalty: 6087.332520
	Iteration 196Q: 3 clusters Score -2.539928e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211592 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -25399292.000000 Penalty: 6087.332520
	Iteration 197Q: 3 clusters Score -2.539929e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211608 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -25399340.000000 Penalty: 6087.332520
	Iteration 198Q: 3 clusters Score -2.539934e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211633 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -25399342.000000 Penalty: 6087.332520
	Iteration 199Q: 3 clusters Score -2.539934e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211651 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -25399354.000000 Penalty: 6087.332520
	Iteration 200F: 3 clusters Score -2.539935e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211664 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -25399348.000000 Penalty: 6087.332520
	Iteration 201Q: 3 clusters Score -2.539935e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211680 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -25399342.000000 Penalty: 6087.332520
	Iteration 202Q: 3 clusters Score -2.539934e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211697 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -25399314.000000 Penalty: 6087.332520
	Iteration 203Q: 3 clusters Score -2.539931e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211713 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -25399328.000000 Penalty: 6087.332520
	Iteration 204Q: 3 clusters Score -2.539933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211721 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -25399354.000000 Penalty: 6087.332520
	Iteration 205Q: 3 clusters Score -2.539935e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211730 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -25399366.000000 Penalty: 6087.332520
	Iteration 206Q: 3 clusters Score -2.539937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211738 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -25399358.000000 Penalty: 6087.332520
	Iteration 207Q: 3 clusters Score -2.539936e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211753 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -25399368.000000 Penalty: 6087.332520
	Iteration 208Q: 3 clusters Score -2.539937e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211765 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -25399390.000000 Penalty: 6087.332520
	Iteration 209Q: 3 clusters Score -2.539939e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211772 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -25399368.000000 Penalty: 6087.332520
	Iteration 210Q: 3 clusters Score -2.539937e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211782 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -25399366.000000 Penalty: 6087.332520
	Iteration 211Q: 3 clusters Score -2.539937e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211794 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -25399390.000000 Penalty: 6087.332520
	Iteration 212Q: 3 clusters Score -2.539939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211803 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -25399410.000000 Penalty: 6087.332520
	Iteration 213Q: 3 clusters Score -2.539941e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211815 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -25399410.000000 Penalty: 6087.332520
	Iteration 214Q: 3 clusters Score -2.539941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211819 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -25399422.000000 Penalty: 6087.332520
	Iteration 215Q: 3 clusters Score -2.539942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211823 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -25399426.000000 Penalty: 6087.332520
	Iteration 216Q: 3 clusters Score -2.539943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211824 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -25399430.000000 Penalty: 6087.332520
	Iteration 217Q: 3 clusters Score -2.539943e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211830 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -25399416.000000 Penalty: 6087.332520
	Iteration 218Q: 3 clusters Score -2.539942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211839 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -25399446.000000 Penalty: 6087.332520
	Iteration 219Q: 3 clusters Score -2.539945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211840 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -25399452.000000 Penalty: 6087.332520
	Iteration 220F: 3 clusters Score -2.539945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211849 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -25399462.000000 Penalty: 6087.332520
	Iteration 221Q: 3 clusters Score -2.539946e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211849 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -25399452.000000 Penalty: 6087.332520
	Iteration 222Q: 3 clusters Score -2.539945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211848 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -25399464.000000 Penalty: 6087.332520
	Iteration 223Q: 3 clusters Score -2.539946e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211856 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -25399458.000000 Penalty: 6087.332520
	Iteration 224Q: 3 clusters Score -2.539946e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211870 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -25399480.000000 Penalty: 6087.332520
	Iteration 225Q: 3 clusters Score -2.539948e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211881 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -25399478.000000 Penalty: 6087.332520
	Iteration 226Q: 3 clusters Score -2.539948e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211895 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -25399484.000000 Penalty: 6087.332520
	Iteration 227Q: 3 clusters Score -2.539948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211903 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -25399506.000000 Penalty: 6087.332520
	Iteration 228Q: 3 clusters Score -2.539951e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211914 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -25399526.000000 Penalty: 6087.332520
	Iteration 229Q: 3 clusters Score -2.539953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211922 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -25399530.000000 Penalty: 6087.332520
	Iteration 230Q: 3 clusters Score -2.539953e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211935 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -25399540.000000 Penalty: 6087.332520
	Iteration 231Q: 3 clusters Score -2.539954e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211945 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -25399542.000000 Penalty: 6087.332520
	Iteration 232Q: 3 clusters Score -2.539954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211952 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -25399552.000000 Penalty: 6087.332520
	Iteration 233Q: 3 clusters Score -2.539955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211954 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -25399558.000000 Penalty: 6087.332520
	Iteration 234Q: 3 clusters Score -2.539956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211959 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -25399556.000000 Penalty: 6087.332520
	Iteration 235Q: 3 clusters Score -2.539956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211966 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -25399566.000000 Penalty: 6087.332520
	Iteration 236Q: 3 clusters Score -2.539957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211972 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -25399564.000000 Penalty: 6087.332520
	Iteration 237Q: 3 clusters Score -2.539956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211978 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -25399562.000000 Penalty: 6087.332520
	Iteration 238Q: 3 clusters Score -2.539956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211989 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -25399546.000000 Penalty: 6087.332520
	Iteration 239Q: 3 clusters Score -2.539955e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211996 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -25399568.000000 Penalty: 6087.332520
	Iteration 240F: 3 clusters Score -2.539957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211998 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -25399564.000000 Penalty: 6087.332520
	Iteration 241Q: 3 clusters Score -2.539956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212004 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -25399568.000000 Penalty: 6087.332520
	Iteration 242Q: 3 clusters Score -2.539957e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212013 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -25399572.000000 Penalty: 6087.332520
	Iteration 243Q: 3 clusters Score -2.539957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212018 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -25399570.000000 Penalty: 6087.332520
	Iteration 244Q: 3 clusters Score -2.539957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212021 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -25399564.000000 Penalty: 6087.332520
	Iteration 245Q: 3 clusters Score -2.539956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212024 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -25399566.000000 Penalty: 6087.332520
	Iteration 246Q: 3 clusters Score -2.539957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212027 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -25399556.000000 Penalty: 6087.332520
	Iteration 247Q: 3 clusters Score -2.539956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212028 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -25399580.000000 Penalty: 6087.332520
	Iteration 248Q: 3 clusters Score -2.539958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212031 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -25399576.000000 Penalty: 6087.332520
	Iteration 249Q: 3 clusters Score -2.539958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212035 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -25399590.000000 Penalty: 6087.332520
	Iteration 250Q: 3 clusters Score -2.539959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212037 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -25399582.000000 Penalty: 6087.332520
	Iteration 251Q: 3 clusters Score -2.539958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212036 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -25399588.000000 Penalty: 6087.332520
	Iteration 252Q: 3 clusters Score -2.539959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212037 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -25399586.000000 Penalty: 6087.332520
	Iteration 253Q: 3 clusters Score -2.539959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212039 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -25399596.000000 Penalty: 6087.332520
	Iteration 254Q: 3 clusters Score -2.53996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212041 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -25399600.000000 Penalty: 6087.332520
	Iteration 255Q: 3 clusters Score -2.53996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212045 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -25399604.000000 Penalty: 6087.332520
	Iteration 256Q: 3 clusters Score -2.53996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212048 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -25399600.000000 Penalty: 6087.332520
	Iteration 257Q: 3 clusters Score -2.53996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212051 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -25399596.000000 Penalty: 6087.332520
	Iteration 258Q: 3 clusters Score -2.53996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212056 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -25399598.000000 Penalty: 6087.332520
	Iteration 259Q: 3 clusters Score -2.53996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212058 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -25399600.000000 Penalty: 6087.332520
	Iteration 260F: 3 clusters Score -2.53996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212062 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -25399590.000000 Penalty: 6087.332520
	Iteration 261Q: 3 clusters Score -2.539959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212070 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -25399616.000000 Penalty: 6087.332520
	Iteration 262Q: 3 clusters Score -2.539962e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212078 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -25399602.000000 Penalty: 6087.332520
	Iteration 263Q: 3 clusters Score -2.53996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212084 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -25399602.000000 Penalty: 6087.332520
	Iteration 264Q: 3 clusters Score -2.53996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212088 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -25399618.000000 Penalty: 6087.332520
	Iteration 265Q: 3 clusters Score -2.539962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212089 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -25399616.000000 Penalty: 6087.332520
	Iteration 266Q: 3 clusters Score -2.539962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212093 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -25399612.000000 Penalty: 6087.332520
	Iteration 267Q: 3 clusters Score -2.539961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212096 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -25399616.000000 Penalty: 6087.332520
	Iteration 268Q: 3 clusters Score -2.539962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212098 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -25399598.000000 Penalty: 6087.332520
	Iteration 269Q: 3 clusters Score -2.53996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212101 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -25399606.000000 Penalty: 6087.332520
	Iteration 270Q: 3 clusters Score -2.539961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212107 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -25399602.000000 Penalty: 6087.332520
	Iteration 271Q: 3 clusters Score -2.53996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212111 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -25399616.000000 Penalty: 6087.332520
	Iteration 272Q: 3 clusters Score -2.539962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212119 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -25399620.000000 Penalty: 6087.332520
	Iteration 273Q: 3 clusters Score -2.539962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212128 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -25399602.000000 Penalty: 6087.332520
	Iteration 274Q: 3 clusters Score -2.53996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212137 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -25399620.000000 Penalty: 6087.332520
	Iteration 275Q: 3 clusters Score -2.539962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212140 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -25399620.000000 Penalty: 6087.332520
	Iteration 276Q: 3 clusters Score -2.539962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212144 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -25399610.000000 Penalty: 6087.332520
	Iteration 277Q: 3 clusters Score -2.539961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212144 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -25399610.000000 Penalty: 6087.332520
	Iteration 278F: 3 clusters Score -2.539961e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Entering Unmasked Estep 
Score: -1009222.937500 Penalty: 2241.131348
	Iteration 0F: 2 clusters Score -1009223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1002603.687500 Penalty: 4482.262695
	Iteration 0F: 3 clusters Score -1002604 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1004467.062500 Penalty: 4482.262695
	Iteration 1F: 3 clusters Score -1004467 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1004781.500000 Penalty: 4482.262695
	Iteration 2F: 3 clusters Score -1004782 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1005054.375000 Penalty: 4482.262695
	Iteration 3F: 3 clusters Score -1005054 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1005332.250000 Penalty: 4482.262695
	Iteration 4F: 3 clusters Score -1005332 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1005650.750000 Penalty: 4482.262695
	Iteration 5F: 3 clusters Score -1005651 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1006049.875000 Penalty: 4482.262695
	Iteration 6F: 3 clusters Score -1006050 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1006449.375000 Penalty: 4482.262695
	Iteration 7F: 3 clusters Score -1006449 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1006796.125000 Penalty: 4482.262695
	Iteration 8Q: 3 clusters Score -1006796 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1007071.875000 Penalty: 4482.262695
	Iteration 9Q: 3 clusters Score -1007072 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1007243.750000 Penalty: 4482.262695
	Iteration 10Q: 3 clusters Score -1007244 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1007366.937500 Penalty: 4482.262695
	Iteration 11Q: 3 clusters Score -1007367 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1007438.562500 Penalty: 4482.262695
	Iteration 12Q: 3 clusters Score -1007439 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1007484.937500 Penalty: 4482.262695
	Iteration 13Q: 3 clusters Score -1007485 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1007520.437500 Penalty: 4482.262695
	Iteration 14Q: 3 clusters Score -1007520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1007543.250000 Penalty: 4482.262695
	Iteration 15Q: 3 clusters Score -1007543 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1007559.687500 Penalty: 4482.262695
	Iteration 16Q: 3 clusters Score -1007560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1007577.562500 Penalty: 4482.262695
	Iteration 17Q: 3 clusters Score -1007578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1007587.812500 Penalty: 4482.262695
	Iteration 18Q: 3 clusters Score -1007588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1007597.875000 Penalty: 4482.262695
	Iteration 19Q: 3 clusters Score -1007598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1007603.687500 Penalty: 4482.262695
	Iteration 20F: 3 clusters Score -1007604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1007605.812500 Penalty: 4482.262695
	Iteration 21Q: 3 clusters Score -1007606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1007609.250000 Penalty: 4482.262695
	Iteration 22Q: 3 clusters Score -1007609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1007612.062500 Penalty: 4482.262695
	Iteration 23Q: 3 clusters Score -1007612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1007614.437500 Penalty: 4482.262695
	Iteration 24Q: 3 clusters Score -1007614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1007615.812500 Penalty: 4482.262695
	Iteration 25Q: 3 clusters Score -1007616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1007615.812500 Penalty: 4482.262695
	Iteration 26F: 3 clusters Score -1007616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Entering Unmasked Estep 
Score: -343494.593750 Penalty: 1972.161255
	Iteration 0F: 2 clusters Score -343494.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -340354.281250 Penalty: 3944.322510
	Iteration 0F: 3 clusters Score -340354.3 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -340985.593750 Penalty: 3944.322510
	Iteration 1F: 3 clusters Score -340985.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -341149.687500 Penalty: 3944.322510
	Iteration 2F: 3 clusters Score -341149.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -341243.781250 Penalty: 3944.322510
	Iteration 3Q: 3 clusters Score -341243.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -341306.937500 Penalty: 3944.322510
	Iteration 4Q: 3 clusters Score -341306.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -341357.156250 Penalty: 3944.322510
	Iteration 5Q: 3 clusters Score -341357.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -341398.625000 Penalty: 3944.322510
	Iteration 6Q: 3 clusters Score -341398.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -341422.343750 Penalty: 3944.322510
	Iteration 7Q: 3 clusters Score -341422.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -341438.812500 Penalty: 3944.322510
	Iteration 8Q: 3 clusters Score -341438.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -341447.781250 Penalty: 3944.322510
	Iteration 9Q: 3 clusters Score -341447.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -341459.562500 Penalty: 3944.322510
	Iteration 10Q: 3 clusters Score -341459.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -341470.500000 Penalty: 3944.322510
	Iteration 11Q: 3 clusters Score -341470.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -341479.500000 Penalty: 3944.322510
	Iteration 12Q: 3 clusters Score -341479.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -341488.156250 Penalty: 3944.322510
	Iteration 13Q: 3 clusters Score -341488.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -341495.187500 Penalty: 3944.322510
	Iteration 14Q: 3 clusters Score -341495.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -341498.500000 Penalty: 3944.322510
	Iteration 15Q: 3 clusters Score -341498.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -341500.406250 Penalty: 3944.322510
	Iteration 16Q: 3 clusters Score -341500.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -341501.375000 Penalty: 3944.322510
	Iteration 17Q: 3 clusters Score -341501.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -341501.750000 Penalty: 3944.322510
	Iteration 18Q: 3 clusters Score -341501.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -341503.250000 Penalty: 3944.322510
	Iteration 19Q: 3 clusters Score -341503.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -341505.687500 Penalty: 3944.322510
	Iteration 20F: 3 clusters Score -341505.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -341507.218750 Penalty: 3944.322510
	Iteration 21Q: 3 clusters Score -341507.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -341509.062500 Penalty: 3944.322510
	Iteration 22Q: 3 clusters Score -341509.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -341509.218750 Penalty: 3944.322510
	Iteration 23Q: 3 clusters Score -341509.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -341510.500000 Penalty: 3944.322510
	Iteration 24Q: 3 clusters Score -341510.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -341512.875000 Penalty: 3944.322510
	Iteration 25Q: 3 clusters Score -341512.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -341513.875000 Penalty: 3944.322510
	Iteration 26Q: 3 clusters Score -341513.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -341514.187500 Penalty: 3944.322510
	Iteration 27Q: 3 clusters Score -341514.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -341515.406250 Penalty: 3944.322510
	Iteration 28Q: 3 clusters Score -341515.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -341516.656250 Penalty: 3944.322510
	Iteration 29Q: 3 clusters Score -341516.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -341517.437500 Penalty: 3944.322510
	Iteration 30Q: 3 clusters Score -341517.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -341518.000000 Penalty: 3944.322510
	Iteration 31Q: 3 clusters Score -341518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -341519.156250 Penalty: 3944.322510
	Iteration 32Q: 3 clusters Score -341519.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -341519.593750 Penalty: 3944.322510
	Iteration 33Q: 3 clusters Score -341519.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -341520.375000 Penalty: 3944.322510
	Iteration 34Q: 3 clusters Score -341520.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -341521.625000 Penalty: 3944.322510
	Iteration 35Q: 3 clusters Score -341521.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -341523.875000 Penalty: 3944.322510
	Iteration 36Q: 3 clusters Score -341523.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -341527.062500 Penalty: 3944.322510
	Iteration 37Q: 3 clusters Score -341527.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -341532.625000 Penalty: 3944.322510
	Iteration 38Q: 3 clusters Score -341532.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -341533.218750 Penalty: 3944.322510
	Iteration 39Q: 3 clusters Score -341533.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -341534.156250 Penalty: 3944.322510
	Iteration 40F: 3 clusters Score -341534.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 4042 members 
Mstep: Class 4 contains 53699 members 
Mstep: Class 5 contains 19169 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 6122 members 
Mstep: Class 8 contains 36366 members 
Mstep: Class 9 contains 202884 members 
Mstep: Class 10 contains 13808 members 
Mstep: Class 11 contains 41618 members 
Mstep: Class 12 contains 34778 members 
Mstep: Class 13 contains 34080 members 
Mstep: Class 16 contains 6806 members 
Mstep: Class 17 contains 213811 members 
Mstep: Class 18 contains 8407 members 
Mstep: Class 19 contains 2842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049152.000000 Penalty: 56640.539062
Iteration 79Q: 18 clusters Score -8.004915e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2185 members 
Mstep: Class 3 contains 4042 members 
Mstep: Class 4 contains 53524 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 36217 members 
Mstep: Class 9 contains 203306 members 
Mstep: Class 10 contains 13796 members 
Mstep: Class 11 contains 42203 members 
Mstep: Class 12 contains 34769 members 
Mstep: Class 13 contains 34074 members 
Mstep: Class 16 contains 6738 members 
Mstep: Class 17 contains 213202 members 
Mstep: Class 18 contains 8419 members 
Mstep: Class 19 contains 2831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049808.000000 Penalty: 56640.539062
Iteration 80F: 18 clusters Score -8.004981e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2184 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 53336 members 
Mstep: Class 5 contains 19161 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 6164 members 
Mstep: Class 8 contains 36069 members 
Mstep: Class 9 contains 203661 members 
Mstep: Class 10 contains 13774 members 
Mstep: Class 11 contains 42777 members 
Mstep: Class 12 contains 34776 members 
Mstep: Class 13 contains 34064 members 
Mstep: Class 16 contains 6686 members 
Mstep: Class 17 contains 212661 members 
Mstep: Class 18 contains 8437 members 
Mstep: Class 19 contains 2826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050088.000000 Penalty: 56640.539062
Iteration 81Q: 18 clusters Score -8.005009e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 4 contains 53150 members 
Mstep: Class 5 contains 19160 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 6166 members 
Mstep: Class 8 contains 35896 members 
Mstep: Class 9 contains 204037 members 
Mstep: Class 10 contains 13756 members 
Mstep: Class 11 contains 43335 members 
Mstep: Class 12 contains 34751 members 
Mstep: Class 13 contains 34042 members 
Mstep: Class 16 contains 6639 members 
Mstep: Class 17 contains 212192 members 
Mstep: Class 18 contains 8456 members 
Mstep: Class 19 contains 2810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050176.000000 Penalty: 56640.539062
Iteration 82Q: 18 clusters Score -8.005018e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2177 members 
Mstep: Class 3 contains 4048 members 
Mstep: Class 4 contains 52961 members 
Mstep: Class 5 contains 19156 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 6158 members 
Mstep: Class 8 contains 35715 members 
Mstep: Class 9 contains 204433 members 
Mstep: Class 10 contains 13720 members 
Mstep: Class 11 contains 43943 members 
Mstep: Class 12 contains 34735 members 
Mstep: Class 13 contains 34007 members 
Mstep: Class 16 contains 6586 members 
Mstep: Class 17 contains 211712 members 
Mstep: Class 18 contains 8476 members 
Mstep: Class 19 contains 2798 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 18 clusters Score -8.005078e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2175 members 
Mstep: Class 3 contains 4039 members 
Mstep: Class 4 contains 52749 members 
Mstep: Class 5 contains 19157 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 6158 members 
Mstep: Class 8 contains 35507 members 
Mstep: Class 9 contains 204929 members 
Mstep: Class 10 contains 13701 members 
Mstep: Class 11 contains 44489 members 
Mstep: Class 12 contains 34704 members 
Mstep: Class 13 contains 33985 members 
Mstep: Class 16 contains 6534 members 
Mstep: Class 17 contains 211214 members 
Mstep: Class 18 contains 8494 members 
Mstep: Class 19 contains 2792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050696.000000 Penalty: 56640.539062
Iteration 84Q: 18 clusters Score -8.00507e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2175 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 52516 members 
Mstep: Class 5 contains 19157 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 6163 members 
Mstep: Class 8 contains 35292 members 
Mstep: Class 9 contains 205527 members 
Mstep: Class 10 contains 13682 members 
Mstep: Class 11 contains 44999 members 
Mstep: Class 12 contains 34677 members 
Mstep: Class 13 contains 33979 members 
Mstep: Class 16 contains 6487 members 
Mstep: Class 17 contains 210654 members 
Mstep: Class 18 contains 8506 members 
Mstep: Class 19 contains 2780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050888.000000 Penalty: 56640.539062
Iteration 85Q: 18 clusters Score -8.005089e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2176 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 52290 members 
Mstep: Class 5 contains 19152 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 6163 members 
Mstep: Class 8 contains 35076 members 
Mstep: Class 9 contains 206179 members 
Mstep: Class 10 contains 13677 members 
Mstep: Class 11 contains 45511 members 
Mstep: Class 12 contains 34658 members 
Mstep: Class 13 contains 33949 members 
Mstep: Class 16 contains 6444 members 
Mstep: Class 17 contains 210029 members 
Mstep: Class 18 contains 8526 members 
Mstep: Class 19 contains 2772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050760.000000 Penalty: 56640.539062
Iteration 86Q: 18 clusters Score -8.005076e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2175 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 52066 members 
Mstep: Class 5 contains 19150 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 6157 members 
Mstep: Class 8 contains 34844 members 
Mstep: Class 9 contains 206874 members 
Mstep: Class 10 contains 13667 members 
Mstep: Class 11 contains 46038 members 
Mstep: Class 12 contains 34633 members 
Mstep: Class 13 contains 33921 members 
Mstep: Class 16 contains 6408 members 
Mstep: Class 17 contains 209363 members 
Mstep: Class 18 contains 8545 members 
Mstep: Class 19 contains 2764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050664.000000 Penalty: 56640.539062
Iteration 87Q: 18 clusters Score -8.005066e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2173 members 
Mstep: Class 3 contains 4019 members 
Mstep: Class 4 contains 51870 members 
Mstep: Class 5 contains 19146 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 6150 members 
Mstep: Class 8 contains 34581 members 
Mstep: Class 9 contains 207623 members 
Mstep: Class 10 contains 13647 members 
Mstep: Class 11 contains 46571 members 
Mstep: Class 12 contains 34609 members 
Mstep: Class 13 contains 33899 members 
Mstep: Class 16 contains 6363 members 
Mstep: Class 17 contains 208686 members 
Mstep: Class 18 contains 8548 members 
Mstep: Class 19 contains 2752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050488.000000 Penalty: 56640.539062
Iteration 88Q: 18 clusters Score -8.005049e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2174 members 
Mstep: Class 3 contains 4019 members 
Mstep: Class 4 contains 51697 members 
Mstep: Class 5 contains 19142 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 6161 members 
Mstep: Class 8 contains 34260 members 
Mstep: Class 9 contains 208492 members 
Mstep: Class 10 contains 13633 members 
Mstep: Class 11 contains 47098 members 
Mstep: Class 12 contains 34623 members 
Mstep: Class 13 contains 33870 members 
Mstep: Class 16 contains 6304 members 
Mstep: Class 17 contains 207860 members 
Mstep: Class 18 contains 8575 members 
Mstep: Class 19 contains 2742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050800.000000 Penalty: 56640.539062
Iteration 89Q: 18 clusters Score -8.00508e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2173 members 
Mstep: Class 3 contains 4015 members 
Mstep: Class 4 contains 51539 members 
Mstep: Class 5 contains 19134 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 6180 members 
Mstep: Class 8 contains 33957 members 
Mstep: Class 9 contains 209423 members 
Mstep: Class 10 contains 13627 members 
Mstep: Class 11 contains 47599 members 
Mstep: Class 12 contains 34619 members 
Mstep: Class 13 contains 33843 members 
Mstep: Class 16 contains 6256 members 
Mstep: Class 17 contains 206963 members 
Mstep: Class 18 contains 8599 members 
Mstep: Class 19 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050624.000000 Penalty: 56640.539062
Iteration 90Q: 18 clusters Score -8.005062e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2174 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 51400 members 
Mstep: Class 5 contains 19129 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 6199 members 
Mstep: Class 8 contains 33666 members 
Mstep: Class 9 contains 210432 members 
Mstep: Class 10 contains 13614 members 
Mstep: Class 11 contains 48098 members 
Mstep: Class 12 contains 34625 members 
Mstep: Class 13 contains 33805 members 
Mstep: Class 16 contains 6205 members 
Mstep: Class 17 contains 205963 members 
Mstep: Class 18 contains 8618 members 
Mstep: Class 19 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050664.000000 Penalty: 56640.539062
Iteration 91Q: 18 clusters Score -8.005066e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2175 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 51242 members 
Mstep: Class 5 contains 19130 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 6218 members 
Mstep: Class 8 contains 33319 members 
Mstep: Class 9 contains 211429 members 
Mstep: Class 10 contains 13616 members 
Mstep: Class 11 contains 48610 members 
Mstep: Class 12 contains 34670 members 
Mstep: Class 13 contains 33765 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 204963 members 
Mstep: Class 18 contains 8642 members 
Mstep: Class 19 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050208.000000 Penalty: 56640.539062
Iteration 92Q: 18 clusters Score -8.005021e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2175 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 51091 members 
Mstep: Class 5 contains 19128 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 6227 members 
Mstep: Class 8 contains 32950 members 
Mstep: Class 9 contains 212322 members 
Mstep: Class 10 contains 13637 members 
Mstep: Class 11 contains 49124 members 
Mstep: Class 12 contains 34714 members 
Mstep: Class 13 contains 33742 members 
Mstep: Class 16 contains 6117 members 
Mstep: Class 17 contains 204056 members 
Mstep: Class 18 contains 8654 members 
Mstep: Class 19 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050104.000000 Penalty: 56640.539062
Iteration 93Q: 18 clusters Score -8.00501e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2174 members 
Mstep: Class 3 contains 3999 members 
Mstep: Class 4 contains 50903 members 
Mstep: Class 5 contains 19127 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 6217 members 
Mstep: Class 8 contains 32549 members 
Mstep: Class 9 contains 213320 members 
Mstep: Class 10 contains 13651 members 
Mstep: Class 11 contains 49683 members 
Mstep: Class 12 contains 34754 members 
Mstep: Class 13 contains 33693 members 
Mstep: Class 16 contains 6092 members 
Mstep: Class 17 contains 203129 members 
Mstep: Class 18 contains 8663 members 
Mstep: Class 19 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049880.000000 Penalty: 56640.539062
Iteration 94Q: 18 clusters Score -8.004988e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2177 members 
Mstep: Class 3 contains 3994 members 
Mstep: Class 4 contains 50767 members 
Mstep: Class 5 contains 19126 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 6231 members 
Mstep: Class 8 contains 32144 members 
Mstep: Class 9 contains 214263 members 
Mstep: Class 10 contains 13662 members 
Mstep: Class 11 contains 50286 members 
Mstep: Class 12 contains 34782 members 
Mstep: Class 13 contains 33641 members 
Mstep: Class 16 contains 6072 members 
Mstep: Class 17 contains 202119 members 
Mstep: Class 18 contains 8686 members 
Mstep: Class 19 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049376.000000 Penalty: 56640.539062
Iteration 95Q: 18 clusters Score -8.004938e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2178 members 
Mstep: Class 3 contains 3995 members 
Mstep: Class 4 contains 50641 members 
Mstep: Class 5 contains 19127 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 6247 members 
Mstep: Class 8 contains 31765 members 
Mstep: Class 9 contains 215129 members 
Mstep: Class 10 contains 13708 members 
Mstep: Class 11 contains 50876 members 
Mstep: Class 12 contains 34827 members 
Mstep: Class 13 contains 33613 members 
Mstep: Class 16 contains 6056 members 
Mstep: Class 17 contains 201079 members 
Mstep: Class 18 contains 8710 members 
Mstep: Class 19 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048856.000000 Penalty: 56640.539062
Iteration 96Q: 18 clusters Score -8.004886e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2175 members 
Mstep: Class 3 contains 3994 members 
Mstep: Class 4 contains 50495 members 
Mstep: Class 5 contains 19127 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 6249 members 
Mstep: Class 8 contains 31360 members 
Mstep: Class 9 contains 216076 members 
Mstep: Class 10 contains 13727 members 
Mstep: Class 11 contains 51523 members 
Mstep: Class 12 contains 34876 members 
Mstep: Class 13 contains 33583 members 
Mstep: Class 16 contains 6045 members 
Mstep: Class 17 contains 199992 members 
Mstep: Class 18 contains 8732 members 
Mstep: Class 19 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048352.000000 Penalty: 56640.539062
Iteration 97Q: 18 clusters Score -8.004835e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2173 members 
Mstep: Class 3 contains 3995 members 
Mstep: Class 4 contains 50384 members 
Mstep: Class 5 contains 19132 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 6256 members 
Mstep: Class 8 contains 30977 members 
Mstep: Class 9 contains 217065 members 
Mstep: Class 10 contains 13754 members 
Mstep: Class 11 contains 52181 members 
Mstep: Class 12 contains 34935 members 
Mstep: Class 13 contains 33550 members 
Mstep: Class 16 contains 6032 members 
Mstep: Class 17 contains 198757 members 
Mstep: Class 18 contains 8761 members 
Mstep: Class 19 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047600.000000 Penalty: 56640.539062
Iteration 98Q: 18 clusters Score -8.00476e+07 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2167 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 50265 members 
Mstep: Class 5 contains 19130 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6267 members 
Mstep: Class 8 contains 30578 members 
Mstep: Class 9 contains 217932 members 
Mstep: Class 10 contains 13785 members 
Mstep: Class 11 contains 52934 members 
Mstep: Class 12 contains 35036 members 
Mstep: Class 13 contains 33545 members 
Mstep: Class 16 contains 6006 members 
Mstep: Class 17 contains 197505 members 
Mstep: Class 18 contains 8808 members 
Mstep: Class 19 contains 2718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047048.000000 Penalty: 56640.539062
Iteration 99Q: 18 clusters Score -8.004705e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2158 members 
Mstep: Class 3 contains 4022 members 
Mstep: Class 4 contains 50134 members 
Mstep: Class 5 contains 19137 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6274 members 
Mstep: Class 8 contains 30176 members 
Mstep: Class 9 contains 218825 members 
Mstep: Class 10 contains 13837 members 
Mstep: Class 11 contains 53748 members 
Mstep: Class 12 contains 35153 members 
Mstep: Class 13 contains 33521 members 
Mstep: Class 16 contains 5971 members 
Mstep: Class 17 contains 196165 members 
Mstep: Class 18 contains 8846 members 
Mstep: Class 19 contains 2712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046256.000000 Penalty: 56640.539062
Iteration 100F: 18 clusters Score -8.004626e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2156 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 49983 members 
Mstep: Class 5 contains 19137 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6271 members 
Mstep: Class 8 contains 29803 members 
Mstep: Class 9 contains 219559 members 
Mstep: Class 10 contains 13910 members 
Mstep: Class 11 contains 54624 members 
Mstep: Class 12 contains 35255 members 
Mstep: Class 13 contains 33520 members 
Mstep: Class 16 contains 5945 members 
Mstep: Class 17 contains 194877 members 
Mstep: Class 18 contains 8886 members 
Mstep: Class 19 contains 2708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80045688.000000 Penalty: 56640.539062
Iteration 101Q: 18 clusters Score -8.004569e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2156 members 
Mstep: Class 3 contains 4060 members 
Mstep: Class 4 contains 49824 members 
Mstep: Class 5 contains 19141 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6281 members 
Mstep: Class 8 contains 29456 members 
Mstep: Class 9 contains 220262 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 55482 members 
Mstep: Class 12 contains 35364 members 
Mstep: Class 13 contains 33519 members 
Mstep: Class 16 contains 5917 members 
Mstep: Class 17 contains 193633 members 
Mstep: Class 18 contains 8914 members 
Mstep: Class 19 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044816.000000 Penalty: 56640.539062
Iteration 102Q: 18 clusters Score -8.004482e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2153 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 49679 members 
Mstep: Class 5 contains 19141 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6282 members 
Mstep: Class 8 contains 29113 members 
Mstep: Class 9 contains 220879 members 
Mstep: Class 10 contains 14042 members 
Mstep: Class 11 contains 56463 members 
Mstep: Class 12 contains 35466 members 
Mstep: Class 13 contains 33547 members 
Mstep: Class 16 contains 5884 members 
Mstep: Class 17 contains 192303 members 
Mstep: Class 18 contains 8959 members 
Mstep: Class 19 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043992.000000 Penalty: 56640.539062
Iteration 103Q: 18 clusters Score -8.004399e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2157 members 
Mstep: Class 3 contains 4091 members 
Mstep: Class 4 contains 49560 members 
Mstep: Class 5 contains 19141 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6282 members 
Mstep: Class 8 contains 28745 members 
Mstep: Class 9 contains 221495 members 
Mstep: Class 10 contains 14138 members 
Mstep: Class 11 contains 57496 members 
Mstep: Class 12 contains 35565 members 
Mstep: Class 13 contains 33592 members 
Mstep: Class 16 contains 5853 members 
Mstep: Class 17 contains 190880 members 
Mstep: Class 18 contains 8999 members 
Mstep: Class 19 contains 2687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043152.000000 Penalty: 56640.539062
Iteration 104Q: 18 clusters Score -8.004315e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2154 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 49434 members 
Mstep: Class 5 contains 19143 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6272 members 
Mstep: Class 8 contains 28383 members 
Mstep: Class 9 contains 222071 members 
Mstep: Class 10 contains 14211 members 
Mstep: Class 11 contains 58601 members 
Mstep: Class 12 contains 35709 members 
Mstep: Class 13 contains 33629 members 
Mstep: Class 16 contains 5813 members 
Mstep: Class 17 contains 189384 members 
Mstep: Class 18 contains 9065 members 
Mstep: Class 19 contains 2678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80042216.000000 Penalty: 56640.539062
Iteration 105Q: 18 clusters Score -8.004222e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2154 members 
Mstep: Class 3 contains 4177 members 
Mstep: Class 4 contains 49325 members 
Mstep: Class 5 contains 19149 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6266 members 
Mstep: Class 8 contains 28065 members 
Mstep: Class 9 contains 222494 members 
Mstep: Class 10 contains 14316 members 
Mstep: Class 11 contains 59765 members 
Mstep: Class 12 contains 35853 members 
Mstep: Class 13 contains 33679 members 
Mstep: Class 16 contains 5769 members 
Mstep: Class 17 contains 187866 members 
Mstep: Class 18 contains 9140 members 
Mstep: Class 19 contains 2665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041592.000000 Penalty: 56640.539062
Iteration 106Q: 18 clusters Score -8.004159e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2153 members 
Mstep: Class 3 contains 4204 members 
Mstep: Class 4 contains 49216 members 
Mstep: Class 5 contains 19148 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6258 members 
Mstep: Class 8 contains 27726 members 
Mstep: Class 9 contains 222847 members 
Mstep: Class 10 contains 14439 members 
Mstep: Class 11 contains 61031 members 
Mstep: Class 12 contains 36026 members 
Mstep: Class 13 contains 33739 members 
Mstep: Class 16 contains 5722 members 
Mstep: Class 17 contains 186309 members 
Mstep: Class 18 contains 9203 members 
Mstep: Class 19 contains 2661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041792.000000 Penalty: 56640.539062
Iteration 107Q: 18 clusters Score -8.004179e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2152 members 
Mstep: Class 3 contains 4237 members 
Mstep: Class 4 contains 49085 members 
Mstep: Class 5 contains 19143 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6255 members 
Mstep: Class 8 contains 27422 members 
Mstep: Class 9 contains 223054 members 
Mstep: Class 10 contains 14552 members 
Mstep: Class 11 contains 62369 members 
Mstep: Class 12 contains 36150 members 
Mstep: Class 13 contains 33801 members 
Mstep: Class 16 contains 5669 members 
Mstep: Class 17 contains 184857 members 
Mstep: Class 18 contains 9285 members 
Mstep: Class 19 contains 2651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041744.000000 Penalty: 56640.539062
Iteration 108Q: 18 clusters Score -8.004174e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2149 members 
Mstep: Class 3 contains 4278 members 
Mstep: Class 4 contains 48979 members 
Mstep: Class 5 contains 19139 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6248 members 
Mstep: Class 8 contains 27144 members 
Mstep: Class 9 contains 223225 members 
Mstep: Class 10 contains 14654 members 
Mstep: Class 11 contains 63721 members 
Mstep: Class 12 contains 36253 members 
Mstep: Class 13 contains 33874 members 
Mstep: Class 16 contains 5611 members 
Mstep: Class 17 contains 183417 members 
Mstep: Class 18 contains 9350 members 
Mstep: Class 19 contains 2640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041504.000000 Penalty: 56640.539062
Iteration 109Q: 18 clusters Score -8.00415e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2147 members 
Mstep: Class 3 contains 4320 members 
Mstep: Class 4 contains 48833 members 
Mstep: Class 5 contains 19135 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6257 members 
Mstep: Class 8 contains 26871 members 
Mstep: Class 9 contains 223352 members 
Mstep: Class 10 contains 14766 members 
Mstep: Class 11 contains 65057 members 
Mstep: Class 12 contains 36372 members 
Mstep: Class 13 contains 33943 members 
Mstep: Class 16 contains 5562 members 
Mstep: Class 17 contains 181998 members 
Mstep: Class 18 contains 9434 members 
Mstep: Class 19 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041568.000000 Penalty: 56640.539062
Iteration 110Q: 18 clusters Score -8.004157e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2146 members 
Mstep: Class 3 contains 4383 members 
Mstep: Class 4 contains 48662 members 
Mstep: Class 5 contains 19133 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6264 members 
Mstep: Class 8 contains 26613 members 
Mstep: Class 9 contains 223283 members 
Mstep: Class 10 contains 14898 members 
Mstep: Class 11 contains 66425 members 
Mstep: Class 12 contains 36499 members 
Mstep: Class 13 contains 33993 members 
Mstep: Class 16 contains 5508 members 
Mstep: Class 17 contains 180737 members 
Mstep: Class 18 contains 9516 members 
Mstep: Class 19 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041624.000000 Penalty: 56640.539062
Iteration 111Q: 18 clusters Score -8.004162e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 4448 members 
Mstep: Class 4 contains 48445 members 
Mstep: Class 5 contains 19130 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6259 members 
Mstep: Class 8 contains 26416 members 
Mstep: Class 9 contains 223136 members 
Mstep: Class 10 contains 15048 members 
Mstep: Class 11 contains 67767 members 
Mstep: Class 12 contains 36612 members 
Mstep: Class 13 contains 34061 members 
Mstep: Class 16 contains 5462 members 
Mstep: Class 17 contains 179568 members 
Mstep: Class 18 contains 9584 members 
Mstep: Class 19 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041840.000000 Penalty: 56640.539062
Iteration 112Q: 18 clusters Score -8.004184e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2137 members 
Mstep: Class 3 contains 4511 members 
Mstep: Class 4 contains 48250 members 
Mstep: Class 5 contains 19125 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6270 members 
Mstep: Class 8 contains 26232 members 
Mstep: Class 9 contains 222937 members 
Mstep: Class 10 contains 15223 members 
Mstep: Class 11 contains 69092 members 
Mstep: Class 12 contains 36697 members 
Mstep: Class 13 contains 34113 members 
Mstep: Class 16 contains 5410 members 
Mstep: Class 17 contains 178442 members 
Mstep: Class 18 contains 9661 members 
Mstep: Class 19 contains 2583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041896.000000 Penalty: 56640.539062
Iteration 113Q: 18 clusters Score -8.00419e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2135 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 48070 members 
Mstep: Class 5 contains 19125 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6268 members 
Mstep: Class 8 contains 26062 members 
Mstep: Class 9 contains 222860 members 
Mstep: Class 10 contains 15358 members 
Mstep: Class 11 contains 70361 members 
Mstep: Class 12 contains 36793 members 
Mstep: Class 13 contains 34176 members 
Mstep: Class 16 contains 5353 members 
Mstep: Class 17 contains 177253 members 
Mstep: Class 18 contains 9736 members 
Mstep: Class 19 contains 2556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041824.000000 Penalty: 56640.539062
Iteration 114Q: 18 clusters Score -8.004182e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2136 members 
Mstep: Class 3 contains 4637 members 
Mstep: Class 4 contains 47868 members 
Mstep: Class 5 contains 19121 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6263 members 
Mstep: Class 8 contains 25933 members 
Mstep: Class 9 contains 222764 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 71584 members 
Mstep: Class 12 contains 36852 members 
Mstep: Class 13 contains 34216 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 176164 members 
Mstep: Class 18 contains 9804 members 
Mstep: Class 19 contains 2533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041872.000000 Penalty: 56640.539062
Iteration 115Q: 18 clusters Score -8.004187e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2135 members 
Mstep: Class 3 contains 4682 members 
Mstep: Class 4 contains 47671 members 
Mstep: Class 5 contains 19111 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6252 members 
Mstep: Class 8 contains 25780 members 
Mstep: Class 9 contains 222659 members 
Mstep: Class 10 contains 15618 members 
Mstep: Class 11 contains 72839 members 
Mstep: Class 12 contains 36899 members 
Mstep: Class 13 contains 34238 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 175158 members 
Mstep: Class 18 contains 9862 members 
Mstep: Class 19 contains 2512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041848.000000 Penalty: 56640.539062
Iteration 116Q: 18 clusters Score -8.004185e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2129 members 
Mstep: Class 3 contains 4723 members 
Mstep: Class 4 contains 47516 members 
Mstep: Class 5 contains 19108 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6246 members 
Mstep: Class 8 contains 25628 members 
Mstep: Class 9 contains 222473 members 
Mstep: Class 10 contains 15710 members 
Mstep: Class 11 contains 74053 members 
Mstep: Class 12 contains 36956 members 
Mstep: Class 13 contains 34271 members 
Mstep: Class 16 contains 5236 members 
Mstep: Class 17 contains 174222 members 
Mstep: Class 18 contains 9916 members 
Mstep: Class 19 contains 2495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80042136.000000 Penalty: 56640.539062
Iteration 117Q: 18 clusters Score -8.004214e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 4768 members 
Mstep: Class 4 contains 47375 members 
Mstep: Class 5 contains 19111 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6245 members 
Mstep: Class 8 contains 25478 members 
Mstep: Class 9 contains 222323 members 
Mstep: Class 10 contains 15814 members 
Mstep: Class 11 contains 75209 members 
Mstep: Class 12 contains 37007 members 
Mstep: Class 13 contains 34286 members 
Mstep: Class 16 contains 5205 members 
Mstep: Class 17 contains 173298 members 
Mstep: Class 18 contains 9954 members 
Mstep: Class 19 contains 2483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80042608.000000 Penalty: 56640.539062
Iteration 118Q: 18 clusters Score -8.004261e+07 nChanged 3690
Entering ConstructFrom: 
Score: -80042608.000000 Penalty: 56640.539062
Entering ConstructFrom: 
Trying to split cluster 1 (1979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Entering Unmasked Estep 
Score: -212762.937500 Penalty: 1882.406006
	Iteration 0F: 2 clusters Score -212762.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -210171.390625 Penalty: 3764.812012
	Iteration 0F: 3 clusters Score -210171.4 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -210723.531250 Penalty: 3764.812012
	Iteration 1F: 3 clusters Score -210723.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -210910.187500 Penalty: 3764.812012
	Iteration 2F: 3 clusters Score -210910.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -211075.953125 Penalty: 3764.812012
	Iteration 3F: 3 clusters Score -211076 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -211306.468750 Penalty: 3764.812012
	Iteration 4F: 3 clusters Score -211306.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -211542.093750 Penalty: 3764.812012
	Iteration 5F: 3 clusters Score -211542.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -211773.000000 Penalty: 3764.812012
	Iteration 6Q: 3 clusters Score -211773 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -211971.078125 Penalty: 3764.812012
	Iteration 7F: 3 clusters Score -211971.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -212110.000000 Penalty: 3764.812012
	Iteration 8Q: 3 clusters Score -212110 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -212217.375000 Penalty: 3764.812012
	Iteration 9Q: 3 clusters Score -212217.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -212348.015625 Penalty: 3764.812012
	Iteration 10Q: 3 clusters Score -212348 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -212527.093750 Penalty: 3764.812012
	Iteration 11Q: 3 clusters Score -212527.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -212763.562500 Penalty: 3764.812012
	Iteration 12Q: 3 clusters Score -212763.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -212954.265625 Penalty: 3764.812012
	Iteration 13Q: 3 clusters Score -212954.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -213002.656250 Penalty: 3764.812012
	Iteration 14Q: 3 clusters Score -213002.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -213019.656250 Penalty: 3764.812012
	Iteration 15Q: 3 clusters Score -213019.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -213031.843750 Penalty: 3764.812012
	Iteration 16Q: 3 clusters Score -213031.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -213040.281250 Penalty: 3764.812012
	Iteration 17Q: 3 clusters Score -213040.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -213043.609375 Penalty: 3764.812012
	Iteration 18Q: 3 clusters Score -213043.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -213044.406250 Penalty: 3764.812012
	Iteration 19Q: 3 clusters Score -213044.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -213045.187500 Penalty: 3764.812012
	Iteration 20F: 3 clusters Score -213045.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -213045.781250 Penalty: 3764.812012
	Iteration 21Q: 3 clusters Score -213045.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -213045.781250 Penalty: 3764.812012
	Iteration 22F: 3 clusters Score -213045.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 47267 members 
Mstep: Class 5 contains 19110 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6236 members 
Mstep: Class 8 contains 25348 members 
Mstep: Class 9 contains 222139 members 
Mstep: Class 10 contains 15886 members 
Mstep: Class 11 contains 76301 members 
Mstep: Class 12 contains 37061 members 
Mstep: Class 13 contains 34299 members 
Mstep: Class 14 contains 1056 members 
Mstep: Class 16 contains 5172 members 
Mstep: Class 17 contains 172471 members 
Mstep: Class 18 contains 10000 members 
Mstep: Class 19 contains 2460 members 
Entering Unmasked Estep 
Score: -80041328.000000 Penalty: 59972.335938
Splitting cluster 1 changes total score from -80042608.000000 to -80041328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Entering Unmasked Estep 
Score: -239472.593750 Penalty: 1900.175415
	Iteration 0F: 2 clusters Score -239472.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -236815.593750 Penalty: 3800.350830
	Iteration 0F: 3 clusters Score -236815.6 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -237387.390625 Penalty: 3800.350830
	Iteration 1F: 3 clusters Score -237387.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -237616.703125 Penalty: 3800.350830
	Iteration 2F: 3 clusters Score -237616.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -237865.812500 Penalty: 3800.350830
	Iteration 3F: 3 clusters Score -237865.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -238133.656250 Penalty: 3800.350830
	Iteration 4F: 3 clusters Score -238133.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -238337.109375 Penalty: 3800.350830
	Iteration 5Q: 3 clusters Score -238337.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -238483.296875 Penalty: 3800.350830
	Iteration 6Q: 3 clusters Score -238483.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -238657.687500 Penalty: 3800.350830
	Iteration 7Q: 3 clusters Score -238657.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -238785.968750 Penalty: 3800.350830
	Iteration 8Q: 3 clusters Score -238786 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -238881.609375 Penalty: 3800.350830
	Iteration 9Q: 3 clusters Score -238881.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -238943.546875 Penalty: 3800.350830
	Iteration 10Q: 3 clusters Score -238943.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -238992.218750 Penalty: 3800.350830
	Iteration 11Q: 3 clusters Score -238992.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -239030.234375 Penalty: 3800.350830
	Iteration 12Q: 3 clusters Score -239030.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -239066.500000 Penalty: 3800.350830
	Iteration 13Q: 3 clusters Score -239066.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -239093.781250 Penalty: 3800.350830
	Iteration 14Q: 3 clusters Score -239093.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -239112.593750 Penalty: 3800.350830
	Iteration 15Q: 3 clusters Score -239112.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -239128.140625 Penalty: 3800.350830
	Iteration 16Q: 3 clusters Score -239128.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -239132.828125 Penalty: 3800.350830
	Iteration 17Q: 3 clusters Score -239132.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -239140.156250 Penalty: 3800.350830
	Iteration 18Q: 3 clusters Score -239140.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -239143.281250 Penalty: 3800.350830
	Iteration 19Q: 3 clusters Score -239143.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -239147.359375 Penalty: 3800.350830
	Iteration 20F: 3 clusters Score -239147.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -239149.859375 Penalty: 3800.350830
	Iteration 21Q: 3 clusters Score -239149.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -239151.343750 Penalty: 3800.350830
	Iteration 22Q: 3 clusters Score -239151.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -239154.046875 Penalty: 3800.350830
	Iteration 23Q: 3 clusters Score -239154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -239156.484375 Penalty: 3800.350830
	Iteration 24Q: 3 clusters Score -239156.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -239158.328125 Penalty: 3800.350830
	Iteration 25Q: 3 clusters Score -239158.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -239159.468750 Penalty: 3800.350830
	Iteration 26Q: 3 clusters Score -239159.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -239160.234375 Penalty: 3800.350830
	Iteration 27Q: 3 clusters Score -239160.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -239160.234375 Penalty: 3800.350830
	Iteration 28F: 3 clusters Score -239160.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Entering Unmasked Estep 
Score: -582561.687500 Penalty: 2102.449707
	Iteration 0F: 2 clusters Score -582561.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -578147.125000 Penalty: 4204.899414
	Iteration 0F: 3 clusters Score -578147.1 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -579181.812500 Penalty: 4204.899414
	Iteration 1F: 3 clusters Score -579181.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -579382.562500 Penalty: 4204.899414
	Iteration 2F: 3 clusters Score -579382.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -579492.937500 Penalty: 4204.899414
	Iteration 3Q: 3 clusters Score -579492.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -579575.687500 Penalty: 4204.899414
	Iteration 4Q: 3 clusters Score -579575.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -579645.375000 Penalty: 4204.899414
	Iteration 5Q: 3 clusters Score -579645.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -579700.250000 Penalty: 4204.899414
	Iteration 6Q: 3 clusters Score -579700.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -579739.875000 Penalty: 4204.899414
	Iteration 7Q: 3 clusters Score -579739.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -579768.625000 Penalty: 4204.899414
	Iteration 8Q: 3 clusters Score -579768.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -579786.750000 Penalty: 4204.899414
	Iteration 9Q: 3 clusters Score -579786.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -579798.937500 Penalty: 4204.899414
	Iteration 10Q: 3 clusters Score -579798.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -579815.187500 Penalty: 4204.899414
	Iteration 11Q: 3 clusters Score -579815.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -579836.750000 Penalty: 4204.899414
	Iteration 12Q: 3 clusters Score -579836.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -579863.125000 Penalty: 4204.899414
	Iteration 13Q: 3 clusters Score -579863.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -579908.750000 Penalty: 4204.899414
	Iteration 14Q: 3 clusters Score -579908.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -579971.312500 Penalty: 4204.899414
	Iteration 15Q: 3 clusters Score -579971.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -580059.062500 Penalty: 4204.899414
	Iteration 16Q: 3 clusters Score -580059.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -580147.062500 Penalty: 4204.899414
	Iteration 17Q: 3 clusters Score -580147.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -580253.687500 Penalty: 4204.899414
	Iteration 18Q: 3 clusters Score -580253.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -580358.875000 Penalty: 4204.899414
	Iteration 19Q: 3 clusters Score -580358.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -580468.750000 Penalty: 4204.899414
	Iteration 20F: 3 clusters Score -580468.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -580608.437500 Penalty: 4204.899414
	Iteration 21Q: 3 clusters Score -580608.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -580765.375000 Penalty: 4204.899414
	Iteration 22Q: 3 clusters Score -580765.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -580926.937500 Penalty: 4204.899414
	Iteration 23Q: 3 clusters Score -580926.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -581093.250000 Penalty: 4204.899414
	Iteration 24Q: 3 clusters Score -581093.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -581234.687500 Penalty: 4204.899414
	Iteration 25Q: 3 clusters Score -581234.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -581362.125000 Penalty: 4204.899414
	Iteration 26Q: 3 clusters Score -581362.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -581481.875000 Penalty: 4204.899414
	Iteration 27Q: 3 clusters Score -581481.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -581585.250000 Penalty: 4204.899414
	Iteration 28Q: 3 clusters Score -581585.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -581673.000000 Penalty: 4204.899414
	Iteration 29Q: 3 clusters Score -581673 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -581729.625000 Penalty: 4204.899414
	Iteration 30Q: 3 clusters Score -581729.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -581779.750000 Penalty: 4204.899414
	Iteration 31Q: 3 clusters Score -581779.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -581823.625000 Penalty: 4204.899414
	Iteration 32Q: 3 clusters Score -581823.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -581850.250000 Penalty: 4204.899414
	Iteration 33Q: 3 clusters Score -581850.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -581868.562500 Penalty: 4204.899414
	Iteration 34Q: 3 clusters Score -581868.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -581885.875000 Penalty: 4204.899414
	Iteration 35Q: 3 clusters Score -581885.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -581893.375000 Penalty: 4204.899414
	Iteration 36Q: 3 clusters Score -581893.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -581896.750000 Penalty: 4204.899414
	Iteration 37Q: 3 clusters Score -581896.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -581899.750000 Penalty: 4204.899414
	Iteration 38Q: 3 clusters Score -581899.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -581902.312500 Penalty: 4204.899414
	Iteration 39Q: 3 clusters Score -581902.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -581905.000000 Penalty: 4204.899414
	Iteration 40F: 3 clusters Score -581905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Entering Unmasked Estep 
Score: -5528545.500000 Penalty: 2669.364746
	Iteration 0F: 2 clusters Score -5528546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -5496660.500000 Penalty: 5338.729492
	Iteration 0F: 3 clusters Score -5496660 nChanged 21739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -5508466.500000 Penalty: 5338.729492
	Iteration 1F: 3 clusters Score -5508466 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -5508923.500000 Penalty: 5338.729492
	Iteration 2Q: 3 clusters Score -5508924 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -5509361.500000 Penalty: 5338.729492
	Iteration 3Q: 3 clusters Score -5509362 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -5509859.000000 Penalty: 5338.729492
	Iteration 4Q: 3 clusters Score -5509859 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -5510495.000000 Penalty: 5338.729492
	Iteration 5Q: 3 clusters Score -5510495 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -5511486.500000 Penalty: 5338.729492
	Iteration 6Q: 3 clusters Score -5511486 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -5513119.500000 Penalty: 5338.729492
	Iteration 7F: 3 clusters Score -5513120 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -5515711.000000 Penalty: 5338.729492
	Iteration 8F: 3 clusters Score -5515711 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -5519068.500000 Penalty: 5338.729492
	Iteration 9F: 3 clusters Score -5519068 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -5522363.000000 Penalty: 5338.729492
	Iteration 10F: 3 clusters Score -5522363 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -5524593.000000 Penalty: 5338.729492
	Iteration 11Q: 3 clusters Score -5524593 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5525643.500000 Penalty: 5338.729492
	Iteration 12Q: 3 clusters Score -5525644 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5526041.500000 Penalty: 5338.729492
	Iteration 13Q: 3 clusters Score -5526042 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5526207.000000 Penalty: 5338.729492
	Iteration 14Q: 3 clusters Score -5526207 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5526284.500000 Penalty: 5338.729492
	Iteration 15Q: 3 clusters Score -5526284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5526310.500000 Penalty: 5338.729492
	Iteration 16Q: 3 clusters Score -5526310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5526331.000000 Penalty: 5338.729492
	Iteration 17Q: 3 clusters Score -5526331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5526348.500000 Penalty: 5338.729492
	Iteration 18Q: 3 clusters Score -5526348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5526352.000000 Penalty: 5338.729492
	Iteration 19Q: 3 clusters Score -5526352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5526354.500000 Penalty: 5338.729492
	Iteration 20F: 3 clusters Score -5526354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5526365.000000 Penalty: 5338.729492
	Iteration 21Q: 3 clusters Score -5526365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5526370.500000 Penalty: 5338.729492
	Iteration 22Q: 3 clusters Score -5526370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5526365.500000 Penalty: 5338.729492
	Iteration 23Q: 3 clusters Score -5526366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5526365.500000 Penalty: 5338.729492
	Iteration 24F: 3 clusters Score -5526366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Entering Unmasked Estep 
Score: -2284294.750000 Penalty: 2444.775879
	Iteration 0F: 2 clusters Score -2284295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2270680.250000 Penalty: 4889.551758
	Iteration 0F: 3 clusters Score -2270680 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2275208.750000 Penalty: 4889.551758
	Iteration 1F: 3 clusters Score -2275209 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2275730.750000 Penalty: 4889.551758
	Iteration 2F: 3 clusters Score -2275731 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2276395.000000 Penalty: 4889.551758
	Iteration 3F: 3 clusters Score -2276395 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2277273.000000 Penalty: 4889.551758
	Iteration 4F: 3 clusters Score -2277273 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2278365.500000 Penalty: 4889.551758
	Iteration 5F: 3 clusters Score -2278366 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2279518.250000 Penalty: 4889.551758
	Iteration 6F: 3 clusters Score -2279518 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2280643.250000 Penalty: 4889.551758
	Iteration 7F: 3 clusters Score -2280643 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2281637.500000 Penalty: 4889.551758
	Iteration 8F: 3 clusters Score -2281638 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2282379.000000 Penalty: 4889.551758
	Iteration 9Q: 3 clusters Score -2282379 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2282759.750000 Penalty: 4889.551758
	Iteration 10Q: 3 clusters Score -2282760 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2282909.500000 Penalty: 4889.551758
	Iteration 11Q: 3 clusters Score -2282910 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2282986.000000 Penalty: 4889.551758
	Iteration 12Q: 3 clusters Score -2282986 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2283044.750000 Penalty: 4889.551758
	Iteration 13Q: 3 clusters Score -2283045 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2283059.500000 Penalty: 4889.551758
	Iteration 14Q: 3 clusters Score -2283060 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2283082.250000 Penalty: 4889.551758
	Iteration 15Q: 3 clusters Score -2283082 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2283092.250000 Penalty: 4889.551758
	Iteration 16Q: 3 clusters Score -2283092 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2283111.250000 Penalty: 4889.551758
	Iteration 17Q: 3 clusters Score -2283111 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2283118.500000 Penalty: 4889.551758
	Iteration 18Q: 3 clusters Score -2283118 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2283134.500000 Penalty: 4889.551758
	Iteration 19Q: 3 clusters Score -2283134 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2283157.500000 Penalty: 4889.551758
	Iteration 20F: 3 clusters Score -2283158 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2283172.250000 Penalty: 4889.551758
	Iteration 21Q: 3 clusters Score -2283172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2283184.500000 Penalty: 4889.551758
	Iteration 22Q: 3 clusters Score -2283184 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2283186.250000 Penalty: 4889.551758
	Iteration 23Q: 3 clusters Score -2283186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2283198.000000 Penalty: 4889.551758
	Iteration 24Q: 3 clusters Score -2283198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2283204.250000 Penalty: 4889.551758
	Iteration 25Q: 3 clusters Score -2283204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2283209.250000 Penalty: 4889.551758
	Iteration 26Q: 3 clusters Score -2283209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2283213.250000 Penalty: 4889.551758
	Iteration 27Q: 3 clusters Score -2283213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2283218.000000 Penalty: 4889.551758
	Iteration 28Q: 3 clusters Score -2283218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2283216.750000 Penalty: 4889.551758
	Iteration 29Q: 3 clusters Score -2283217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2283213.250000 Penalty: 4889.551758
	Iteration 30Q: 3 clusters Score -2283213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2283214.000000 Penalty: 4889.551758
	Iteration 31Q: 3 clusters Score -2283214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2283217.750000 Penalty: 4889.551758
	Iteration 32Q: 3 clusters Score -2283218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2283224.000000 Penalty: 4889.551758
	Iteration 33Q: 3 clusters Score -2283224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2283218.000000 Penalty: 4889.551758
	Iteration 34Q: 3 clusters Score -2283218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2283215.750000 Penalty: 4889.551758
	Iteration 35Q: 3 clusters Score -2283216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2283222.750000 Penalty: 4889.551758
	Iteration 36Q: 3 clusters Score -2283223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2283221.000000 Penalty: 4889.551758
	Iteration 37Q: 3 clusters Score -2283221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2283224.250000 Penalty: 4889.551758
	Iteration 38Q: 3 clusters Score -2283224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2283223.000000 Penalty: 4889.551758
	Iteration 39Q: 3 clusters Score -2283223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2283223.250000 Penalty: 4889.551758
	Iteration 40F: 3 clusters Score -2283223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2283223.500000 Penalty: 4889.551758
	Iteration 41Q: 3 clusters Score -2283224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2283222.250000 Penalty: 4889.551758
	Iteration 42Q: 3 clusters Score -2283222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2283219.250000 Penalty: 4889.551758
	Iteration 43Q: 3 clusters Score -2283219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2283222.500000 Penalty: 4889.551758
	Iteration 44Q: 3 clusters Score -2283222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2283225.750000 Penalty: 4889.551758
	Iteration 45Q: 3 clusters Score -2283226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2283229.750000 Penalty: 4889.551758
	Iteration 46Q: 3 clusters Score -2283230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2283231.250000 Penalty: 4889.551758
	Iteration 47Q: 3 clusters Score -2283231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2283231.000000 Penalty: 4889.551758
	Iteration 48Q: 3 clusters Score -2283231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2283230.500000 Penalty: 4889.551758
	Iteration 49Q: 3 clusters Score -2283230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2283232.250000 Penalty: 4889.551758
	Iteration 50Q: 3 clusters Score -2283232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2283232.500000 Penalty: 4889.551758
	Iteration 51Q: 3 clusters Score -2283232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2283235.500000 Penalty: 4889.551758
	Iteration 52Q: 3 clusters Score -2283236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2283231.750000 Penalty: 4889.551758
	Iteration 53Q: 3 clusters Score -2283232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2283235.000000 Penalty: 4889.551758
	Iteration 54Q: 3 clusters Score -2283235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2283235.250000 Penalty: 4889.551758
	Iteration 55Q: 3 clusters Score -2283235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2283235.500000 Penalty: 4889.551758
	Iteration 56Q: 3 clusters Score -2283236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2283235.500000 Penalty: 4889.551758
	Iteration 57F: 3 clusters Score -2283236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -57660.023438 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -57660.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56116.039062 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -56116.04 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56417.898438 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -56417.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -56552.660156 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -56552.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -56635.082031 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -56635.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -56760.226562 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -56760.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -56873.312500 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -56873.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -57021.636719 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -57021.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -57213.945312 Penalty: 3151.767578
	Iteration 7F: 3 clusters Score -57213.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -57334.546875 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -57334.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -57453.847656 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -57453.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -57553.875000 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -57553.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -57684.136719 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -57684.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -57808.531250 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -57808.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -57940.484375 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -57940.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57970.484375 Penalty: 3151.767578
	Iteration 14Q: 3 clusters Score -57970.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -57972.496094 Penalty: 3151.767578
	Iteration 15Q: 3 clusters Score -57972.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -57972.496094 Penalty: 3151.767578
	Iteration 16F: 3 clusters Score -57972.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 47267 members 
Mstep: Class 5 contains 19110 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 6236 members 
Mstep: Class 8 contains 25348 members 
Mstep: Class 9 contains 222139 members 
Mstep: Class 10 contains 15886 members 
Mstep: Class 11 contains 76301 members 
Mstep: Class 12 contains 37061 members 
Mstep: Class 13 contains 34299 members 
Mstep: Class 14 contains 248 members 
Mstep: Class 16 contains 5172 members 
Mstep: Class 17 contains 172471 members 
Mstep: Class 18 contains 10000 members 
Mstep: Class 19 contains 2460 members 
Entering Unmasked Estep 
Score: -80040952.000000 Penalty: 59972.335938
Splitting cluster 6 changes total score from -80042608.000000 to -80040952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (6236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Entering Unmasked Estep 
Score: -697514.875000 Penalty: 2167.047363
	Iteration 0F: 2 clusters Score -697514.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -692221.687500 Penalty: 4334.094727
	Iteration 0F: 3 clusters Score -692221.7 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -693751.062500 Penalty: 4334.094727
	Iteration 1F: 3 clusters Score -693751.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -694072.000000 Penalty: 4334.094727
	Iteration 2F: 3 clusters Score -694072 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -694282.437500 Penalty: 4334.094727
	Iteration 3F: 3 clusters Score -694282.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -694477.562500 Penalty: 4334.094727
	Iteration 4Q: 3 clusters Score -694477.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -694648.812500 Penalty: 4334.094727
	Iteration 5Q: 3 clusters Score -694648.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -694826.625000 Penalty: 4334.094727
	Iteration 6Q: 3 clusters Score -694826.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -695038.000000 Penalty: 4334.094727
	Iteration 7Q: 3 clusters Score -695038 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -695347.937500 Penalty: 4334.094727
	Iteration 8Q: 3 clusters Score -695347.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -695739.812500 Penalty: 4334.094727
	Iteration 9F: 3 clusters Score -695739.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -696115.312500 Penalty: 4334.094727
	Iteration 10F: 3 clusters Score -696115.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -696495.625000 Penalty: 4334.094727
	Iteration 11Q: 3 clusters Score -696495.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -696791.187500 Penalty: 4334.094727
	Iteration 12Q: 3 clusters Score -696791.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -696982.687500 Penalty: 4334.094727
	Iteration 13Q: 3 clusters Score -696982.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -697133.187500 Penalty: 4334.094727
	Iteration 14Q: 3 clusters Score -697133.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -697231.437500 Penalty: 4334.094727
	Iteration 15Q: 3 clusters Score -697231.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -697292.000000 Penalty: 4334.094727
	Iteration 16Q: 3 clusters Score -697292 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -697332.750000 Penalty: 4334.094727
	Iteration 17Q: 3 clusters Score -697332.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -697359.812500 Penalty: 4334.094727
	Iteration 18Q: 3 clusters Score -697359.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -697378.812500 Penalty: 4334.094727
	Iteration 19Q: 3 clusters Score -697378.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -697385.750000 Penalty: 4334.094727
	Iteration 20F: 3 clusters Score -697385.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -697391.937500 Penalty: 4334.094727
	Iteration 21Q: 3 clusters Score -697391.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -697397.562500 Penalty: 4334.094727
	Iteration 22Q: 3 clusters Score -697397.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -697400.812500 Penalty: 4334.094727
	Iteration 23Q: 3 clusters Score -697400.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -697401.562500 Penalty: 4334.094727
	Iteration 24Q: 3 clusters Score -697401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -697401.187500 Penalty: 4334.094727
	Iteration 25Q: 3 clusters Score -697401.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -697403.125000 Penalty: 4334.094727
	Iteration 26Q: 3 clusters Score -697403.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -697403.125000 Penalty: 4334.094727
	Iteration 27F: 3 clusters Score -697403.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Entering Unmasked Estep 
Score: -3063886.750000 Penalty: 2514.833008
	Iteration 0F: 2 clusters Score -3063887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3046332.250000 Penalty: 5029.666016
	Iteration 0F: 3 clusters Score -3046332 nChanged 11310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -3052612.000000 Penalty: 5029.666016
	Iteration 1F: 3 clusters Score -3052612 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -3053131.000000 Penalty: 5029.666016
	Iteration 2F: 3 clusters Score -3053131 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -3053631.750000 Penalty: 5029.666016
	Iteration 3Q: 3 clusters Score -3053632 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -3054219.750000 Penalty: 5029.666016
	Iteration 4Q: 3 clusters Score -3054220 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -3054973.500000 Penalty: 5029.666016
	Iteration 5F: 3 clusters Score -3054974 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -3056067.250000 Penalty: 5029.666016
	Iteration 6F: 3 clusters Score -3056067 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -3057411.000000 Penalty: 5029.666016
	Iteration 7F: 3 clusters Score -3057411 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -3058881.000000 Penalty: 5029.666016
	Iteration 8F: 3 clusters Score -3058881 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3060079.500000 Penalty: 5029.666016
	Iteration 9F: 3 clusters Score -3060080 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3060957.750000 Penalty: 5029.666016
	Iteration 10Q: 3 clusters Score -3060958 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3061482.250000 Penalty: 5029.666016
	Iteration 11Q: 3 clusters Score -3061482 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3061767.500000 Penalty: 5029.666016
	Iteration 12Q: 3 clusters Score -3061768 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3061910.250000 Penalty: 5029.666016
	Iteration 13Q: 3 clusters Score -3061910 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3062015.750000 Penalty: 5029.666016
	Iteration 14Q: 3 clusters Score -3062016 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3062091.500000 Penalty: 5029.666016
	Iteration 15Q: 3 clusters Score -3062092 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3062131.250000 Penalty: 5029.666016
	Iteration 16Q: 3 clusters Score -3062131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3062152.250000 Penalty: 5029.666016
	Iteration 17Q: 3 clusters Score -3062152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3062171.750000 Penalty: 5029.666016
	Iteration 18Q: 3 clusters Score -3062172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3062196.500000 Penalty: 5029.666016
	Iteration 19Q: 3 clusters Score -3062196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3062239.250000 Penalty: 5029.666016
	Iteration 20F: 3 clusters Score -3062239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3062266.750000 Penalty: 5029.666016
	Iteration 21Q: 3 clusters Score -3062267 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3062293.500000 Penalty: 5029.666016
	Iteration 22Q: 3 clusters Score -3062294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3062318.000000 Penalty: 5029.666016
	Iteration 23Q: 3 clusters Score -3062318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3062339.500000 Penalty: 5029.666016
	Iteration 24Q: 3 clusters Score -3062340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3062378.250000 Penalty: 5029.666016
	Iteration 25Q: 3 clusters Score -3062378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3062421.500000 Penalty: 5029.666016
	Iteration 26Q: 3 clusters Score -3062422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3062460.000000 Penalty: 5029.666016
	Iteration 27Q: 3 clusters Score -3062460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3062486.000000 Penalty: 5029.666016
	Iteration 28Q: 3 clusters Score -3062486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3062517.250000 Penalty: 5029.666016
	Iteration 29Q: 3 clusters Score -3062517 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3062545.500000 Penalty: 5029.666016
	Iteration 30Q: 3 clusters Score -3062546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3062569.500000 Penalty: 5029.666016
	Iteration 31Q: 3 clusters Score -3062570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3062597.500000 Penalty: 5029.666016
	Iteration 32Q: 3 clusters Score -3062598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3062623.500000 Penalty: 5029.666016
	Iteration 33Q: 3 clusters Score -3062624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3062656.750000 Penalty: 5029.666016
	Iteration 34Q: 3 clusters Score -3062657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3062674.250000 Penalty: 5029.666016
	Iteration 35Q: 3 clusters Score -3062674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3062681.750000 Penalty: 5029.666016
	Iteration 36Q: 3 clusters Score -3062682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3062688.500000 Penalty: 5029.666016
	Iteration 37Q: 3 clusters Score -3062688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3062697.750000 Penalty: 5029.666016
	Iteration 38Q: 3 clusters Score -3062698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3062702.000000 Penalty: 5029.666016
	Iteration 39Q: 3 clusters Score -3062702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3062728.250000 Penalty: 5029.666016
	Iteration 40F: 3 clusters Score -3062728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3062750.250000 Penalty: 5029.666016
	Iteration 41Q: 3 clusters Score -3062750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3062771.000000 Penalty: 5029.666016
	Iteration 42Q: 3 clusters Score -3062771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3062785.750000 Penalty: 5029.666016
	Iteration 43Q: 3 clusters Score -3062786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3062808.750000 Penalty: 5029.666016
	Iteration 44Q: 3 clusters Score -3062809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3062826.000000 Penalty: 5029.666016
	Iteration 45Q: 3 clusters Score -3062826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3062834.750000 Penalty: 5029.666016
	Iteration 46Q: 3 clusters Score -3062835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3062846.250000 Penalty: 5029.666016
	Iteration 47Q: 3 clusters Score -3062846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3062851.250000 Penalty: 5029.666016
	Iteration 48Q: 3 clusters Score -3062851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3062853.500000 Penalty: 5029.666016
	Iteration 49Q: 3 clusters Score -3062854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3062859.500000 Penalty: 5029.666016
	Iteration 50Q: 3 clusters Score -3062860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3062862.750000 Penalty: 5029.666016
	Iteration 51Q: 3 clusters Score -3062863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3062865.250000 Penalty: 5029.666016
	Iteration 52Q: 3 clusters Score -3062865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3062864.750000 Penalty: 5029.666016
	Iteration 53Q: 3 clusters Score -3062865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3062865.250000 Penalty: 5029.666016
	Iteration 54Q: 3 clusters Score -3062865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3062865.250000 Penalty: 5029.666016
	Iteration 55F: 3 clusters Score -3062865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (222139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222139 members 
Entering Unmasked Estep 
Score: -26469016.000000 Penalty: 3053.142578
	Iteration 0F: 2 clusters Score -2.646902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111392 members 
Mstep: Class 2 contains 110747 members 
Entering Unmasked Estep 
Score: -26332666.000000 Penalty: 6106.285156
	Iteration 0F: 3 clusters Score -2.633267e+07 nChanged 107079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115225 members 
Mstep: Class 2 contains 106914 members 
Entering Unmasked Estep 
Score: -26395426.000000 Penalty: 6106.285156
	Iteration 1F: 3 clusters Score -2.639543e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117738 members 
Mstep: Class 2 contains 104401 members 
Entering Unmasked Estep 
Score: -26396672.000000 Penalty: 6106.285156
	Iteration 2Q: 3 clusters Score -2.639667e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121719 members 
Mstep: Class 2 contains 100420 members 
Entering Unmasked Estep 
Score: -26398480.000000 Penalty: 6106.285156
	Iteration 3Q: 3 clusters Score -2.639848e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127827 members 
Mstep: Class 2 contains 94312 members 
Entering Unmasked Estep 
Score: -26400554.000000 Penalty: 6106.285156
	Iteration 4Q: 3 clusters Score -2.640055e+07 nChanged 10315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136884 members 
Mstep: Class 2 contains 85255 members 
Entering Unmasked Estep 
Score: -26404460.000000 Penalty: 6106.285156
	Iteration 5Q: 3 clusters Score -2.640446e+07 nChanged 13462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149702 members 
Mstep: Class 2 contains 72437 members 
Entering Unmasked Estep 
Score: -26412254.000000 Penalty: 6106.285156
	Iteration 6F: 3 clusters Score -2.641225e+07 nChanged 16507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165771 members 
Mstep: Class 2 contains 56368 members 
Entering Unmasked Estep 
Score: -26423504.000000 Penalty: 6106.285156
	Iteration 7F: 3 clusters Score -2.64235e+07 nChanged 17541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183026 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -26437674.000000 Penalty: 6106.285156
	Iteration 8F: 3 clusters Score -2.643767e+07 nChanged 15023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197875 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -26454224.000000 Penalty: 6106.285156
	Iteration 9F: 3 clusters Score -2.645422e+07 nChanged 11113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208948 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -26464356.000000 Penalty: 6106.285156
	Iteration 10F: 3 clusters Score -2.646436e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215797 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -26466918.000000 Penalty: 6106.285156
	Iteration 11Q: 3 clusters Score -2.646692e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219283 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -26467112.000000 Penalty: 6106.285156
	Iteration 12Q: 3 clusters Score -2.646711e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220812 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -26466844.000000 Penalty: 6106.285156
	Iteration 13Q: 3 clusters Score -2.646684e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221402 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -26466716.000000 Penalty: 6106.285156
	Iteration 14Q: 3 clusters Score -2.646672e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221603 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -26466656.000000 Penalty: 6106.285156
	Iteration 15Q: 3 clusters Score -2.646666e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221680 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -26466636.000000 Penalty: 6106.285156
	Iteration 16Q: 3 clusters Score -2.646664e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221707 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -26466646.000000 Penalty: 6106.285156
	Iteration 17Q: 3 clusters Score -2.646665e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221715 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -26466648.000000 Penalty: 6106.285156
	Iteration 18Q: 3 clusters Score -2.646665e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221732 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -26466674.000000 Penalty: 6106.285156
	Iteration 19Q: 3 clusters Score -2.646667e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221739 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -26466684.000000 Penalty: 6106.285156
	Iteration 20F: 3 clusters Score -2.646668e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221743 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -26466680.000000 Penalty: 6106.285156
	Iteration 21Q: 3 clusters Score -2.646668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221743 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -26466686.000000 Penalty: 6106.285156
	Iteration 22Q: 3 clusters Score -2.646669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221749 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -26466686.000000 Penalty: 6106.285156
	Iteration 23Q: 3 clusters Score -2.646669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221752 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -26466680.000000 Penalty: 6106.285156
	Iteration 24Q: 3 clusters Score -2.646668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221750 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -26466690.000000 Penalty: 6106.285156
	Iteration 25Q: 3 clusters Score -2.646669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221748 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -26466700.000000 Penalty: 6106.285156
	Iteration 26Q: 3 clusters Score -2.64667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221750 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -26466686.000000 Penalty: 6106.285156
	Iteration 27Q: 3 clusters Score -2.646669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221750 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -26466686.000000 Penalty: 6106.285156
	Iteration 28F: 3 clusters Score -2.646669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Entering Unmasked Estep 
Score: -1927798.875000 Penalty: 2398.952148
	Iteration 0F: 2 clusters Score -1927799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1916416.125000 Penalty: 4797.904297
	Iteration 0F: 3 clusters Score -1916416 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1919967.125000 Penalty: 4797.904297
	Iteration 1F: 3 clusters Score -1919967 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1920289.000000 Penalty: 4797.904297
	Iteration 2F: 3 clusters Score -1920289 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1920539.750000 Penalty: 4797.904297
	Iteration 3Q: 3 clusters Score -1920540 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1920732.750000 Penalty: 4797.904297
	Iteration 4Q: 3 clusters Score -1920733 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1920894.125000 Penalty: 4797.904297
	Iteration 5Q: 3 clusters Score -1920894 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1921069.125000 Penalty: 4797.904297
	Iteration 6Q: 3 clusters Score -1921069 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1921253.250000 Penalty: 4797.904297
	Iteration 7Q: 3 clusters Score -1921253 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1921495.625000 Penalty: 4797.904297
	Iteration 8Q: 3 clusters Score -1921496 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1921805.500000 Penalty: 4797.904297
	Iteration 9Q: 3 clusters Score -1921806 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1922189.875000 Penalty: 4797.904297
	Iteration 10Q: 3 clusters Score -1922190 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1922717.375000 Penalty: 4797.904297
	Iteration 11Q: 3 clusters Score -1922717 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1923362.875000 Penalty: 4797.904297
	Iteration 12F: 3 clusters Score -1923363 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1924056.375000 Penalty: 4797.904297
	Iteration 13F: 3 clusters Score -1924056 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1924620.000000 Penalty: 4797.904297
	Iteration 14Q: 3 clusters Score -1924620 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1925028.000000 Penalty: 4797.904297
	Iteration 15Q: 3 clusters Score -1925028 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1925265.375000 Penalty: 4797.904297
	Iteration 16Q: 3 clusters Score -1925265 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1925407.625000 Penalty: 4797.904297
	Iteration 17Q: 3 clusters Score -1925408 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1925464.750000 Penalty: 4797.904297
	Iteration 18Q: 3 clusters Score -1925465 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1925514.750000 Penalty: 4797.904297
	Iteration 19Q: 3 clusters Score -1925515 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1925548.125000 Penalty: 4797.904297
	Iteration 20F: 3 clusters Score -1925548 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1925573.125000 Penalty: 4797.904297
	Iteration 21Q: 3 clusters Score -1925573 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1925591.125000 Penalty: 4797.904297
	Iteration 22Q: 3 clusters Score -1925591 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1925609.250000 Penalty: 4797.904297
	Iteration 23Q: 3 clusters Score -1925609 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1925629.250000 Penalty: 4797.904297
	Iteration 24Q: 3 clusters Score -1925629 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1925643.625000 Penalty: 4797.904297
	Iteration 25Q: 3 clusters Score -1925644 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1925653.375000 Penalty: 4797.904297
	Iteration 26Q: 3 clusters Score -1925653 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1925664.250000 Penalty: 4797.904297
	Iteration 27Q: 3 clusters Score -1925664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1925680.875000 Penalty: 4797.904297
	Iteration 28Q: 3 clusters Score -1925681 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1925693.625000 Penalty: 4797.904297
	Iteration 29Q: 3 clusters Score -1925694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1925701.750000 Penalty: 4797.904297
	Iteration 30Q: 3 clusters Score -1925702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1925710.500000 Penalty: 4797.904297
	Iteration 31Q: 3 clusters Score -1925710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1925724.125000 Penalty: 4797.904297
	Iteration 32Q: 3 clusters Score -1925724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1925725.625000 Penalty: 4797.904297
	Iteration 33Q: 3 clusters Score -1925726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1925732.875000 Penalty: 4797.904297
	Iteration 34Q: 3 clusters Score -1925733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1925733.500000 Penalty: 4797.904297
	Iteration 35Q: 3 clusters Score -1925734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1925734.875000 Penalty: 4797.904297
	Iteration 36Q: 3 clusters Score -1925735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1925738.125000 Penalty: 4797.904297
	Iteration 37Q: 3 clusters Score -1925738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1925744.625000 Penalty: 4797.904297
	Iteration 38Q: 3 clusters Score -1925745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1925747.000000 Penalty: 4797.904297
	Iteration 39Q: 3 clusters Score -1925747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1925750.750000 Penalty: 4797.904297
	Iteration 40F: 3 clusters Score -1925751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1925753.000000 Penalty: 4797.904297
	Iteration 41Q: 3 clusters Score -1925753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1925753.000000 Penalty: 4797.904297
	Iteration 42F: 3 clusters Score -1925753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (76301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76301 members 
Entering Unmasked Estep 
Score: -9164089.000000 Penalty: 2788.125488
	Iteration 0F: 2 clusters Score -9164089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -9112881.000000 Penalty: 5576.250977
	Iteration 0F: 3 clusters Score -9112881 nChanged 35809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -9133090.000000 Penalty: 5576.250977
	Iteration 1F: 3 clusters Score -9133090 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -9133626.000000 Penalty: 5576.250977
	Iteration 2Q: 3 clusters Score -9133626 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -9134300.000000 Penalty: 5576.250977
	Iteration 3Q: 3 clusters Score -9134300 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -9135056.000000 Penalty: 5576.250977
	Iteration 4Q: 3 clusters Score -9135056 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -9136063.000000 Penalty: 5576.250977
	Iteration 5Q: 3 clusters Score -9136063 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -9137647.000000 Penalty: 5576.250977
	Iteration 6Q: 3 clusters Score -9137647 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -9139884.000000 Penalty: 5576.250977
	Iteration 7F: 3 clusters Score -9139884 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -9143016.000000 Penalty: 5576.250977
	Iteration 8F: 3 clusters Score -9143016 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 49255 members 
Entering Unmasked Estep 
Score: -9146938.000000 Penalty: 5576.250977
	Iteration 9F: 3 clusters Score -9146938 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
Score: -9150801.000000 Penalty: 5576.250977
	Iteration 10F: 3 clusters Score -9150801 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
Score: -9153430.000000 Penalty: 5576.250977
	Iteration 11F: 3 clusters Score -9153430 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 55406 members 
Entering Unmasked Estep 
Score: -9154932.000000 Penalty: 5576.250977
	Iteration 12Q: 3 clusters Score -9154932 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 56645 members 
Entering Unmasked Estep 
Score: -9155699.000000 Penalty: 5576.250977
	Iteration 13Q: 3 clusters Score -9155699 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 57770 members 
Entering Unmasked Estep 
Score: -9156245.000000 Penalty: 5576.250977
	Iteration 14Q: 3 clusters Score -9156245 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 58907 members 
Entering Unmasked Estep 
Score: -9156753.000000 Penalty: 5576.250977
	Iteration 15Q: 3 clusters Score -9156753 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 59969 members 
Entering Unmasked Estep 
Score: -9157201.000000 Penalty: 5576.250977
	Iteration 16Q: 3 clusters Score -9157201 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 60993 members 
Entering Unmasked Estep 
Score: -9157603.000000 Penalty: 5576.250977
	Iteration 17Q: 3 clusters Score -9157603 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 62045 members 
Entering Unmasked Estep 
Score: -9157976.000000 Penalty: 5576.250977
	Iteration 18Q: 3 clusters Score -9157976 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 63100 members 
Entering Unmasked Estep 
Score: -9158362.000000 Penalty: 5576.250977
	Iteration 19Q: 3 clusters Score -9158362 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 64050 members 
Entering Unmasked Estep 
Score: -9158719.000000 Penalty: 5576.250977
	Iteration 20F: 3 clusters Score -9158719 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 64908 members 
Entering Unmasked Estep 
Score: -9159055.000000 Penalty: 5576.250977
	Iteration 21Q: 3 clusters Score -9159055 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -9159325.000000 Penalty: 5576.250977
	Iteration 22Q: 3 clusters Score -9159325 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 66541 members 
Entering Unmasked Estep 
Score: -9159607.000000 Penalty: 5576.250977
	Iteration 23Q: 3 clusters Score -9159607 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 67310 members 
Entering Unmasked Estep 
Score: -9159830.000000 Penalty: 5576.250977
	Iteration 24Q: 3 clusters Score -9159830 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 68027 members 
Entering Unmasked Estep 
Score: -9160089.000000 Penalty: 5576.250977
	Iteration 25Q: 3 clusters Score -9160089 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 68679 members 
Entering Unmasked Estep 
Score: -9160252.000000 Penalty: 5576.250977
	Iteration 26Q: 3 clusters Score -9160252 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 69229 members 
Entering Unmasked Estep 
Score: -9160445.000000 Penalty: 5576.250977
	Iteration 27Q: 3 clusters Score -9160445 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 69770 members 
Entering Unmasked Estep 
Score: -9160607.000000 Penalty: 5576.250977
	Iteration 28Q: 3 clusters Score -9160607 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 70274 members 
Entering Unmasked Estep 
Score: -9160774.000000 Penalty: 5576.250977
	Iteration 29Q: 3 clusters Score -9160774 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 70730 members 
Entering Unmasked Estep 
Score: -9160894.000000 Penalty: 5576.250977
	Iteration 30Q: 3 clusters Score -9160894 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 71162 members 
Entering Unmasked Estep 
Score: -9161092.000000 Penalty: 5576.250977
	Iteration 31Q: 3 clusters Score -9161092 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 71521 members 
Entering Unmasked Estep 
Score: -9161195.000000 Penalty: 5576.250977
	Iteration 32Q: 3 clusters Score -9161195 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 71828 members 
Entering Unmasked Estep 
Score: -9161276.000000 Penalty: 5576.250977
	Iteration 33Q: 3 clusters Score -9161276 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 72114 members 
Entering Unmasked Estep 
Score: -9161339.000000 Penalty: 5576.250977
	Iteration 34Q: 3 clusters Score -9161339 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 72391 members 
Entering Unmasked Estep 
Score: -9161430.000000 Penalty: 5576.250977
	Iteration 35Q: 3 clusters Score -9161430 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 72628 members 
Entering Unmasked Estep 
Score: -9161500.000000 Penalty: 5576.250977
	Iteration 36Q: 3 clusters Score -9161500 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 72848 members 
Entering Unmasked Estep 
Score: -9161568.000000 Penalty: 5576.250977
	Iteration 37Q: 3 clusters Score -9161568 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 73039 members 
Entering Unmasked Estep 
Score: -9161609.000000 Penalty: 5576.250977
	Iteration 38Q: 3 clusters Score -9161609 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 73205 members 
Entering Unmasked Estep 
Score: -9161651.000000 Penalty: 5576.250977
	Iteration 39Q: 3 clusters Score -9161651 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 73353 members 
Entering Unmasked Estep 
Score: -9161689.000000 Penalty: 5576.250977
	Iteration 40F: 3 clusters Score -9161689 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 73474 members 
Entering Unmasked Estep 
Score: -9161724.000000 Penalty: 5576.250977
	Iteration 41Q: 3 clusters Score -9161724 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 73567 members 
Entering Unmasked Estep 
Score: -9161764.000000 Penalty: 5576.250977
	Iteration 42Q: 3 clusters Score -9161764 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 73650 members 
Entering Unmasked Estep 
Score: -9161789.000000 Penalty: 5576.250977
	Iteration 43Q: 3 clusters Score -9161789 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 73722 members 
Entering Unmasked Estep 
Score: -9161821.000000 Penalty: 5576.250977
	Iteration 44Q: 3 clusters Score -9161821 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 73781 members 
Entering Unmasked Estep 
Score: -9161819.000000 Penalty: 5576.250977
	Iteration 45Q: 3 clusters Score -9161819 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 73838 members 
Entering Unmasked Estep 
Score: -9161846.000000 Penalty: 5576.250977
	Iteration 46Q: 3 clusters Score -9161846 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 73898 members 
Entering Unmasked Estep 
Score: -9161860.000000 Penalty: 5576.250977
	Iteration 47Q: 3 clusters Score -9161860 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 73954 members 
Entering Unmasked Estep 
Score: -9161875.000000 Penalty: 5576.250977
	Iteration 48Q: 3 clusters Score -9161875 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 74013 members 
Entering Unmasked Estep 
Score: -9161898.000000 Penalty: 5576.250977
	Iteration 49Q: 3 clusters Score -9161898 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 74075 members 
Entering Unmasked Estep 
Score: -9161905.000000 Penalty: 5576.250977
	Iteration 50Q: 3 clusters Score -9161905 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 74137 members 
Entering Unmasked Estep 
Score: -9161899.000000 Penalty: 5576.250977
	Iteration 51Q: 3 clusters Score -9161899 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 74186 members 
Entering Unmasked Estep 
Score: -9161901.000000 Penalty: 5576.250977
	Iteration 52Q: 3 clusters Score -9161901 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 74225 members 
Entering Unmasked Estep 
Score: -9161916.000000 Penalty: 5576.250977
	Iteration 53Q: 3 clusters Score -9161916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 74256 members 
Entering Unmasked Estep 
Score: -9161931.000000 Penalty: 5576.250977
	Iteration 54Q: 3 clusters Score -9161931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 74275 members 
Entering Unmasked Estep 
Score: -9161921.000000 Penalty: 5576.250977
	Iteration 55Q: 3 clusters Score -9161921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 74295 members 
Entering Unmasked Estep 
Score: -9161925.000000 Penalty: 5576.250977
	Iteration 56Q: 3 clusters Score -9161925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 74308 members 
Entering Unmasked Estep 
Score: -9161910.000000 Penalty: 5576.250977
	Iteration 57Q: 3 clusters Score -9161910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 74322 members 
Entering Unmasked Estep 
Score: -9161914.000000 Penalty: 5576.250977
	Iteration 58Q: 3 clusters Score -9161914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 74333 members 
Entering Unmasked Estep 
Score: -9161928.000000 Penalty: 5576.250977
	Iteration 59Q: 3 clusters Score -9161928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 74341 members 
Entering Unmasked Estep 
Score: -9161928.000000 Penalty: 5576.250977
	Iteration 60F: 3 clusters Score -9161928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 74347 members 
Entering Unmasked Estep 
Score: -9161932.000000 Penalty: 5576.250977
	Iteration 61Q: 3 clusters Score -9161932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 74358 members 
Entering Unmasked Estep 
Score: -9161921.000000 Penalty: 5576.250977
	Iteration 62Q: 3 clusters Score -9161921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 74370 members 
Entering Unmasked Estep 
Score: -9161933.000000 Penalty: 5576.250977
	Iteration 63Q: 3 clusters Score -9161933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 74385 members 
Entering Unmasked Estep 
Score: -9161934.000000 Penalty: 5576.250977
	Iteration 64Q: 3 clusters Score -9161934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 74395 members 
Entering Unmasked Estep 
Score: -9161945.000000 Penalty: 5576.250977
	Iteration 65Q: 3 clusters Score -9161945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 74399 members 
Entering Unmasked Estep 
Score: -9161943.000000 Penalty: 5576.250977
	Iteration 66Q: 3 clusters Score -9161943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 74403 members 
Entering Unmasked Estep 
Score: -9161943.000000 Penalty: 5576.250977
	Iteration 67Q: 3 clusters Score -9161943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 74406 members 
Entering Unmasked Estep 
Score: -9161944.000000 Penalty: 5576.250977
	Iteration 68Q: 3 clusters Score -9161944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 74408 members 
Entering Unmasked Estep 
Score: -9161940.000000 Penalty: 5576.250977
	Iteration 69Q: 3 clusters Score -9161940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 74408 members 
Entering Unmasked Estep 
Score: -9161940.000000 Penalty: 5576.250977
	Iteration 70F: 3 clusters Score -9161940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Entering Unmasked Estep 
Score: -4480618.000000 Penalty: 2609.039551
	Iteration 0F: 2 clusters Score -4480618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -4455444.500000 Penalty: 5218.079102
	Iteration 0F: 3 clusters Score -4455444 nChanged 17038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -4465005.500000 Penalty: 5218.079102
	Iteration 1F: 3 clusters Score -4465006 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -4466103.500000 Penalty: 5218.079102
	Iteration 2F: 3 clusters Score -4466104 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -4467625.500000 Penalty: 5218.079102
	Iteration 3F: 3 clusters Score -4467626 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -4469214.500000 Penalty: 5218.079102
	Iteration 4F: 3 clusters Score -4469214 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -4470857.000000 Penalty: 5218.079102
	Iteration 5F: 3 clusters Score -4470857 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -4472669.000000 Penalty: 5218.079102
	Iteration 6F: 3 clusters Score -4472669 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -4474584.500000 Penalty: 5218.079102
	Iteration 7F: 3 clusters Score -4474584 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -4476097.000000 Penalty: 5218.079102
	Iteration 8F: 3 clusters Score -4476097 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -4476914.000000 Penalty: 5218.079102
	Iteration 9Q: 3 clusters Score -4476914 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -4477316.000000 Penalty: 5218.079102
	Iteration 10Q: 3 clusters Score -4477316 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -4477556.000000 Penalty: 5218.079102
	Iteration 11Q: 3 clusters Score -4477556 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -4477778.500000 Penalty: 5218.079102
	Iteration 12Q: 3 clusters Score -4477778 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -4477980.500000 Penalty: 5218.079102
	Iteration 13Q: 3 clusters Score -4477980 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -4478157.000000 Penalty: 5218.079102
	Iteration 14Q: 3 clusters Score -4478157 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -4478305.000000 Penalty: 5218.079102
	Iteration 15Q: 3 clusters Score -4478305 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -4478495.000000 Penalty: 5218.079102
	Iteration 16Q: 3 clusters Score -4478495 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -4478643.000000 Penalty: 5218.079102
	Iteration 17Q: 3 clusters Score -4478643 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -4478796.000000 Penalty: 5218.079102
	Iteration 18Q: 3 clusters Score -4478796 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -4478935.500000 Penalty: 5218.079102
	Iteration 19Q: 3 clusters Score -4478936 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -4479058.500000 Penalty: 5218.079102
	Iteration 20F: 3 clusters Score -4479058 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -4479164.000000 Penalty: 5218.079102
	Iteration 21Q: 3 clusters Score -4479164 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -4479265.500000 Penalty: 5218.079102
	Iteration 22Q: 3 clusters Score -4479266 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -4479339.500000 Penalty: 5218.079102
	Iteration 23Q: 3 clusters Score -4479340 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -4479400.000000 Penalty: 5218.079102
	Iteration 24Q: 3 clusters Score -4479400 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -4479467.000000 Penalty: 5218.079102
	Iteration 25Q: 3 clusters Score -4479467 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -4479532.000000 Penalty: 5218.079102
	Iteration 26Q: 3 clusters Score -4479532 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -4479570.000000 Penalty: 5218.079102
	Iteration 27Q: 3 clusters Score -4479570 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -4479623.500000 Penalty: 5218.079102
	Iteration 28Q: 3 clusters Score -4479624 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -4479661.000000 Penalty: 5218.079102
	Iteration 29Q: 3 clusters Score -4479661 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -4479702.000000 Penalty: 5218.079102
	Iteration 30Q: 3 clusters Score -4479702 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -4479738.500000 Penalty: 5218.079102
	Iteration 31Q: 3 clusters Score -4479738 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -4479758.000000 Penalty: 5218.079102
	Iteration 32Q: 3 clusters Score -4479758 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -4479775.500000 Penalty: 5218.079102
	Iteration 33Q: 3 clusters Score -4479776 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -4479814.000000 Penalty: 5218.079102
	Iteration 34Q: 3 clusters Score -4479814 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -4479825.500000 Penalty: 5218.079102
	Iteration 35Q: 3 clusters Score -4479826 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -4479861.500000 Penalty: 5218.079102
	Iteration 36Q: 3 clusters Score -4479862 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -4479873.000000 Penalty: 5218.079102
	Iteration 37Q: 3 clusters Score -4479873 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -4479886.500000 Penalty: 5218.079102
	Iteration 38Q: 3 clusters Score -4479886 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -4479885.500000 Penalty: 5218.079102
	Iteration 39Q: 3 clusters Score -4479886 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -4479919.000000 Penalty: 5218.079102
	Iteration 40F: 3 clusters Score -4479919 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -4479931.000000 Penalty: 5218.079102
	Iteration 41Q: 3 clusters Score -4479931 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -4479938.500000 Penalty: 5218.079102
	Iteration 42Q: 3 clusters Score -4479938 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -4479954.500000 Penalty: 5218.079102
	Iteration 43Q: 3 clusters Score -4479954 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -4479961.000000 Penalty: 5218.079102
	Iteration 44Q: 3 clusters Score -4479961 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -4479965.000000 Penalty: 5218.079102
	Iteration 45Q: 3 clusters Score -4479965 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -4479988.500000 Penalty: 5218.079102
	Iteration 46Q: 3 clusters Score -4479988 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -4480001.000000 Penalty: 5218.079102
	Iteration 47Q: 3 clusters Score -4480001 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -4480003.000000 Penalty: 5218.079102
	Iteration 48Q: 3 clusters Score -4480003 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -4480009.000000 Penalty: 5218.079102
	Iteration 49Q: 3 clusters Score -4480009 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -4480022.500000 Penalty: 5218.079102
	Iteration 50Q: 3 clusters Score -4480022 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -4480033.500000 Penalty: 5218.079102
	Iteration 51Q: 3 clusters Score -4480034 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -4480036.000000 Penalty: 5218.079102
	Iteration 52Q: 3 clusters Score -4480036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -4480029.000000 Penalty: 5218.079102
	Iteration 53Q: 3 clusters Score -4480029 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -4480040.000000 Penalty: 5218.079102
	Iteration 54Q: 3 clusters Score -4480040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -4480044.500000 Penalty: 5218.079102
	Iteration 55Q: 3 clusters Score -4480044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -4480042.500000 Penalty: 5218.079102
	Iteration 56Q: 3 clusters Score -4480042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -4480041.500000 Penalty: 5218.079102
	Iteration 57Q: 3 clusters Score -4480042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -4480049.500000 Penalty: 5218.079102
	Iteration 58Q: 3 clusters Score -4480050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -4480050.500000 Penalty: 5218.079102
	Iteration 59Q: 3 clusters Score -4480050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -4480055.000000 Penalty: 5218.079102
	Iteration 60F: 3 clusters Score -4480055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -4480068.500000 Penalty: 5218.079102
	Iteration 61Q: 3 clusters Score -4480068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -4480065.500000 Penalty: 5218.079102
	Iteration 62Q: 3 clusters Score -4480066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -4480065.500000 Penalty: 5218.079102
	Iteration 63Q: 3 clusters Score -4480066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -4480063.000000 Penalty: 5218.079102
	Iteration 64Q: 3 clusters Score -4480063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -4480062.000000 Penalty: 5218.079102
	Iteration 65Q: 3 clusters Score -4480062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -4480066.000000 Penalty: 5218.079102
	Iteration 66Q: 3 clusters Score -4480066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -4480060.500000 Penalty: 5218.079102
	Iteration 67Q: 3 clusters Score -4480060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -4480066.000000 Penalty: 5218.079102
	Iteration 68Q: 3 clusters Score -4480066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -4480066.000000 Penalty: 5218.079102
	Iteration 69Q: 3 clusters Score -4480066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -4480065.000000 Penalty: 5218.079102
	Iteration 70Q: 3 clusters Score -4480065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -4480069.500000 Penalty: 5218.079102
	Iteration 71Q: 3 clusters Score -4480070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -4480064.000000 Penalty: 5218.079102
	Iteration 72Q: 3 clusters Score -4480064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -4480073.000000 Penalty: 5218.079102
	Iteration 73Q: 3 clusters Score -4480073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -4480076.500000 Penalty: 5218.079102
	Iteration 74Q: 3 clusters Score -4480076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -4480074.500000 Penalty: 5218.079102
	Iteration 75Q: 3 clusters Score -4480074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -4480074.500000 Penalty: 5218.079102
	Iteration 76Q: 3 clusters Score -4480074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -4480077.500000 Penalty: 5218.079102
	Iteration 77Q: 3 clusters Score -4480078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -4480076.000000 Penalty: 5218.079102
	Iteration 78Q: 3 clusters Score -4480076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -4480074.500000 Penalty: 5218.079102
	Iteration 79Q: 3 clusters Score -4480074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -4480072.500000 Penalty: 5218.079102
	Iteration 80F: 3 clusters Score -4480072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -4480070.500000 Penalty: 5218.079102
	Iteration 81Q: 3 clusters Score -4480070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -4480070.500000 Penalty: 5218.079102
	Iteration 82F: 3 clusters Score -4480070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Entering Unmasked Estep 
Score: -4125980.750000 Penalty: 2589.832031
	Iteration 0F: 2 clusters Score -4125981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -4102569.000000 Penalty: 5179.664062
	Iteration 0F: 3 clusters Score -4102569 nChanged 15519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -4111084.250000 Penalty: 5179.664062
	Iteration 1F: 3 clusters Score -4111084 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -4112060.250000 Penalty: 5179.664062
	Iteration 2F: 3 clusters Score -4112060 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -4113283.750000 Penalty: 5179.664062
	Iteration 3F: 3 clusters Score -4113284 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -4114861.750000 Penalty: 5179.664062
	Iteration 4F: 3 clusters Score -4114862 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -4116868.250000 Penalty: 5179.664062
	Iteration 5F: 3 clusters Score -4116868 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -4119044.250000 Penalty: 5179.664062
	Iteration 6F: 3 clusters Score -4119044 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -4120817.250000 Penalty: 5179.664062
	Iteration 7F: 3 clusters Score -4120817 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -4121892.500000 Penalty: 5179.664062
	Iteration 8Q: 3 clusters Score -4121892 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -4122560.750000 Penalty: 5179.664062
	Iteration 9Q: 3 clusters Score -4122561 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -4122987.500000 Penalty: 5179.664062
	Iteration 10Q: 3 clusters Score -4122988 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -4123254.750000 Penalty: 5179.664062
	Iteration 11Q: 3 clusters Score -4123255 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -4123495.500000 Penalty: 5179.664062
	Iteration 12Q: 3 clusters Score -4123496 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -4123745.750000 Penalty: 5179.664062
	Iteration 13Q: 3 clusters Score -4123746 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -4124003.000000 Penalty: 5179.664062
	Iteration 14Q: 3 clusters Score -4124003 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -4124201.500000 Penalty: 5179.664062
	Iteration 15Q: 3 clusters Score -4124202 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -4124283.500000 Penalty: 5179.664062
	Iteration 16Q: 3 clusters Score -4124284 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -4124322.000000 Penalty: 5179.664062
	Iteration 17Q: 3 clusters Score -4124322 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -4124351.500000 Penalty: 5179.664062
	Iteration 18Q: 3 clusters Score -4124352 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -4124371.250000 Penalty: 5179.664062
	Iteration 19Q: 3 clusters Score -4124371 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -4124382.500000 Penalty: 5179.664062
	Iteration 20F: 3 clusters Score -4124382 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -4124385.000000 Penalty: 5179.664062
	Iteration 21Q: 3 clusters Score -4124385 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -4124398.750000 Penalty: 5179.664062
	Iteration 22Q: 3 clusters Score -4124399 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -4124399.500000 Penalty: 5179.664062
	Iteration 23Q: 3 clusters Score -4124400 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -4124408.000000 Penalty: 5179.664062
	Iteration 24Q: 3 clusters Score -4124408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -4124422.250000 Penalty: 5179.664062
	Iteration 25Q: 3 clusters Score -4124422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -4124419.750000 Penalty: 5179.664062
	Iteration 26Q: 3 clusters Score -4124420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -4124418.500000 Penalty: 5179.664062
	Iteration 27Q: 3 clusters Score -4124418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -4124424.250000 Penalty: 5179.664062
	Iteration 28Q: 3 clusters Score -4124424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -4124432.000000 Penalty: 5179.664062
	Iteration 29Q: 3 clusters Score -4124432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -4124443.500000 Penalty: 5179.664062
	Iteration 30Q: 3 clusters Score -4124444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -4124446.250000 Penalty: 5179.664062
	Iteration 31Q: 3 clusters Score -4124446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -4124454.000000 Penalty: 5179.664062
	Iteration 32Q: 3 clusters Score -4124454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -4124459.500000 Penalty: 5179.664062
	Iteration 33Q: 3 clusters Score -4124460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -4124468.000000 Penalty: 5179.664062
	Iteration 34Q: 3 clusters Score -4124468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -4124470.000000 Penalty: 5179.664062
	Iteration 35Q: 3 clusters Score -4124470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -4124471.750000 Penalty: 5179.664062
	Iteration 36Q: 3 clusters Score -4124472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -4124473.500000 Penalty: 5179.664062
	Iteration 37Q: 3 clusters Score -4124474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -4124473.000000 Penalty: 5179.664062
	Iteration 38Q: 3 clusters Score -4124473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -4124478.000000 Penalty: 5179.664062
	Iteration 39Q: 3 clusters Score -4124478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -4124478.500000 Penalty: 5179.664062
	Iteration 40F: 3 clusters Score -4124478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -4124481.000000 Penalty: 5179.664062
	Iteration 41Q: 3 clusters Score -4124481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -4124487.250000 Penalty: 5179.664062
	Iteration 42Q: 3 clusters Score -4124487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -4124487.750000 Penalty: 5179.664062
	Iteration 43Q: 3 clusters Score -4124488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -4124489.250000 Penalty: 5179.664062
	Iteration 44Q: 3 clusters Score -4124489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -4124491.750000 Penalty: 5179.664062
	Iteration 45Q: 3 clusters Score -4124492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -4124487.500000 Penalty: 5179.664062
	Iteration 46Q: 3 clusters Score -4124488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -4124496.500000 Penalty: 5179.664062
	Iteration 47Q: 3 clusters Score -4124496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -4124500.250000 Penalty: 5179.664062
	Iteration 48Q: 3 clusters Score -4124500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -4124509.000000 Penalty: 5179.664062
	Iteration 49Q: 3 clusters Score -4124509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -4124506.500000 Penalty: 5179.664062
	Iteration 50Q: 3 clusters Score -4124506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -4124502.250000 Penalty: 5179.664062
	Iteration 51Q: 3 clusters Score -4124502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -4124500.750000 Penalty: 5179.664062
	Iteration 52Q: 3 clusters Score -4124501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -4124509.250000 Penalty: 5179.664062
	Iteration 53Q: 3 clusters Score -4124509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -4124504.500000 Penalty: 5179.664062
	Iteration 54Q: 3 clusters Score -4124504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -4124508.250000 Penalty: 5179.664062
	Iteration 55Q: 3 clusters Score -4124508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -4124517.500000 Penalty: 5179.664062
	Iteration 56Q: 3 clusters Score -4124518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -4124525.750000 Penalty: 5179.664062
	Iteration 57Q: 3 clusters Score -4124526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -4124534.000000 Penalty: 5179.664062
	Iteration 58Q: 3 clusters Score -4124534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -4124533.250000 Penalty: 5179.664062
	Iteration 59Q: 3 clusters Score -4124533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -4124535.250000 Penalty: 5179.664062
	Iteration 60F: 3 clusters Score -4124535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -4124539.250000 Penalty: 5179.664062
	Iteration 61Q: 3 clusters Score -4124539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -4124536.750000 Penalty: 5179.664062
	Iteration 62Q: 3 clusters Score -4124537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -4124542.000000 Penalty: 5179.664062
	Iteration 63Q: 3 clusters Score -4124542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -4124539.250000 Penalty: 5179.664062
	Iteration 64Q: 3 clusters Score -4124539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -4124540.750000 Penalty: 5179.664062
	Iteration 65Q: 3 clusters Score -4124541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -4124541.500000 Penalty: 5179.664062
	Iteration 66Q: 3 clusters Score -4124542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -4124543.000000 Penalty: 5179.664062
	Iteration 67Q: 3 clusters Score -4124543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -4124542.000000 Penalty: 5179.664062
	Iteration 68Q: 3 clusters Score -4124542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -4124541.000000 Penalty: 5179.664062
	Iteration 69Q: 3 clusters Score -4124541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -4124542.000000 Penalty: 5179.664062
	Iteration 70Q: 3 clusters Score -4124542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -4124551.500000 Penalty: 5179.664062
	Iteration 71Q: 3 clusters Score -4124552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -4124545.500000 Penalty: 5179.664062
	Iteration 72Q: 3 clusters Score -4124546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -4124539.250000 Penalty: 5179.664062
	Iteration 73Q: 3 clusters Score -4124539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -4124538.750000 Penalty: 5179.664062
	Iteration 74Q: 3 clusters Score -4124539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -4124544.250000 Penalty: 5179.664062
	Iteration 75Q: 3 clusters Score -4124544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -4124544.250000 Penalty: 5179.664062
	Iteration 76F: 3 clusters Score -4124544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Entering Unmasked Estep 
Score: -593088.250000 Penalty: 2120.651611
	Iteration 0F: 2 clusters Score -593088.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -588474.187500 Penalty: 4241.303223
	Iteration 0F: 3 clusters Score -588474.2 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -589533.375000 Penalty: 4241.303223
	Iteration 1F: 3 clusters Score -589533.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -589720.187500 Penalty: 4241.303223
	Iteration 2F: 3 clusters Score -589720.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -589851.437500 Penalty: 4241.303223
	Iteration 3Q: 3 clusters Score -589851.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -589956.875000 Penalty: 4241.303223
	Iteration 4Q: 3 clusters Score -589956.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -590076.687500 Penalty: 4241.303223
	Iteration 5Q: 3 clusters Score -590076.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -590249.250000 Penalty: 4241.303223
	Iteration 6Q: 3 clusters Score -590249.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -590442.875000 Penalty: 4241.303223
	Iteration 7Q: 3 clusters Score -590442.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -590633.187500 Penalty: 4241.303223
	Iteration 8Q: 3 clusters Score -590633.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -590832.000000 Penalty: 4241.303223
	Iteration 9Q: 3 clusters Score -590832 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -591044.875000 Penalty: 4241.303223
	Iteration 10Q: 3 clusters Score -591044.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -591197.250000 Penalty: 4241.303223
	Iteration 11Q: 3 clusters Score -591197.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -591329.062500 Penalty: 4241.303223
	Iteration 12Q: 3 clusters Score -591329.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -591472.312500 Penalty: 4241.303223
	Iteration 13Q: 3 clusters Score -591472.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -591569.812500 Penalty: 4241.303223
	Iteration 14Q: 3 clusters Score -591569.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -591634.187500 Penalty: 4241.303223
	Iteration 15Q: 3 clusters Score -591634.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -591676.437500 Penalty: 4241.303223
	Iteration 16Q: 3 clusters Score -591676.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -591706.687500 Penalty: 4241.303223
	Iteration 17Q: 3 clusters Score -591706.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -591724.062500 Penalty: 4241.303223
	Iteration 18Q: 3 clusters Score -591724.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -591737.250000 Penalty: 4241.303223
	Iteration 19Q: 3 clusters Score -591737.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -591747.312500 Penalty: 4241.303223
	Iteration 20F: 3 clusters Score -591747.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -591756.437500 Penalty: 4241.303223
	Iteration 21Q: 3 clusters Score -591756.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -591765.500000 Penalty: 4241.303223
	Iteration 22Q: 3 clusters Score -591765.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -591772.750000 Penalty: 4241.303223
	Iteration 23Q: 3 clusters Score -591772.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -591779.625000 Penalty: 4241.303223
	Iteration 24Q: 3 clusters Score -591779.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -591780.875000 Penalty: 4241.303223
	Iteration 25Q: 3 clusters Score -591780.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -591782.937500 Penalty: 4241.303223
	Iteration 26Q: 3 clusters Score -591782.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -591783.187500 Penalty: 4241.303223
	Iteration 27Q: 3 clusters Score -591783.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -591783.750000 Penalty: 4241.303223
	Iteration 28Q: 3 clusters Score -591783.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -591784.875000 Penalty: 4241.303223
	Iteration 29Q: 3 clusters Score -591784.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -591786.562500 Penalty: 4241.303223
	Iteration 30Q: 3 clusters Score -591786.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -591786.562500 Penalty: 4241.303223
	Iteration 31F: 3 clusters Score -591786.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (172471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172471 members 
Entering Unmasked Estep 
Score: -20506276.000000 Penalty: 2990.380127
	Iteration 0F: 2 clusters Score -2.050628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86221 members 
Mstep: Class 2 contains 86250 members 
Entering Unmasked Estep 
Score: -20395698.000000 Penalty: 5980.760254
	Iteration 0F: 3 clusters Score -2.03957e+07 nChanged 82545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86280 members 
Mstep: Class 2 contains 86191 members 
Entering Unmasked Estep 
Score: -20444138.000000 Penalty: 5980.760254
	Iteration 1F: 3 clusters Score -2.044414e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85945 members 
Mstep: Class 2 contains 86526 members 
Entering Unmasked Estep 
Score: -20445224.000000 Penalty: 5980.760254
	Iteration 2Q: 3 clusters Score -2.044522e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85397 members 
Mstep: Class 2 contains 87074 members 
Entering Unmasked Estep 
Score: -20446894.000000 Penalty: 5980.760254
	Iteration 3Q: 3 clusters Score -2.044689e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84508 members 
Mstep: Class 2 contains 87963 members 
Entering Unmasked Estep 
Score: -20449020.000000 Penalty: 5980.760254
	Iteration 4Q: 3 clusters Score -2.044902e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82915 members 
Mstep: Class 2 contains 89556 members 
Entering Unmasked Estep 
Score: -20452182.000000 Penalty: 5980.760254
	Iteration 5Q: 3 clusters Score -2.045218e+07 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80520 members 
Mstep: Class 2 contains 91951 members 
Entering Unmasked Estep 
Score: -20456970.000000 Penalty: 5980.760254
	Iteration 6F: 3 clusters Score -2.045697e+07 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76930 members 
Mstep: Class 2 contains 95541 members 
Entering Unmasked Estep 
Score: -20462930.000000 Penalty: 5980.760254
	Iteration 7F: 3 clusters Score -2.046293e+07 nChanged 11380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71904 members 
Mstep: Class 2 contains 100567 members 
Entering Unmasked Estep 
Score: -20470394.000000 Penalty: 5980.760254
	Iteration 8F: 3 clusters Score -2.047039e+07 nChanged 11269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65981 members 
Mstep: Class 2 contains 106490 members 
Entering Unmasked Estep 
Score: -20478326.000000 Penalty: 5980.760254
	Iteration 9F: 3 clusters Score -2.047833e+07 nChanged 9764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 112348 members 
Entering Unmasked Estep 
Score: -20484466.000000 Penalty: 5980.760254
	Iteration 10F: 3 clusters Score -2.048447e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 117748 members 
Entering Unmasked Estep 
Score: -20488420.000000 Penalty: 5980.760254
	Iteration 11Q: 3 clusters Score -2.048842e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 122687 members 
Entering Unmasked Estep 
Score: -20490936.000000 Penalty: 5980.760254
	Iteration 12Q: 3 clusters Score -2.049094e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 127314 members 
Entering Unmasked Estep 
Score: -20492926.000000 Penalty: 5980.760254
	Iteration 13Q: 3 clusters Score -2.049293e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 131848 members 
Entering Unmasked Estep 
Score: -20494736.000000 Penalty: 5980.760254
	Iteration 14Q: 3 clusters Score -2.049474e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 136033 members 
Entering Unmasked Estep 
Score: -20496368.000000 Penalty: 5980.760254
	Iteration 15Q: 3 clusters Score -2.049637e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 140010 members 
Entering Unmasked Estep 
Score: -20497750.000000 Penalty: 5980.760254
	Iteration 16Q: 3 clusters Score -2.049775e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 143757 members 
Entering Unmasked Estep 
Score: -20498940.000000 Penalty: 5980.760254
	Iteration 17Q: 3 clusters Score -2.049894e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 147366 members 
Entering Unmasked Estep 
Score: -20500198.000000 Penalty: 5980.760254
	Iteration 18Q: 3 clusters Score -2.05002e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 150766 members 
Entering Unmasked Estep 
Score: -20501154.000000 Penalty: 5980.760254
	Iteration 19Q: 3 clusters Score -2.050115e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 154055 members 
Entering Unmasked Estep 
Score: -20501874.000000 Penalty: 5980.760254
	Iteration 20F: 3 clusters Score -2.050187e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 157079 members 
Entering Unmasked Estep 
Score: -20502734.000000 Penalty: 5980.760254
	Iteration 21Q: 3 clusters Score -2.050273e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 159746 members 
Entering Unmasked Estep 
Score: -20503370.000000 Penalty: 5980.760254
	Iteration 22Q: 3 clusters Score -2.050337e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 161971 members 
Entering Unmasked Estep 
Score: -20503768.000000 Penalty: 5980.760254
	Iteration 23Q: 3 clusters Score -2.050377e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 163895 members 
Entering Unmasked Estep 
Score: -20504092.000000 Penalty: 5980.760254
	Iteration 24Q: 3 clusters Score -2.050409e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 165485 members 
Entering Unmasked Estep 
Score: -20504312.000000 Penalty: 5980.760254
	Iteration 25Q: 3 clusters Score -2.050431e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 166793 members 
Entering Unmasked Estep 
Score: -20504426.000000 Penalty: 5980.760254
	Iteration 26Q: 3 clusters Score -2.050443e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 167771 members 
Entering Unmasked Estep 
Score: -20504634.000000 Penalty: 5980.760254
	Iteration 27Q: 3 clusters Score -2.050463e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 168539 members 
Entering Unmasked Estep 
Score: -20504754.000000 Penalty: 5980.760254
	Iteration 28Q: 3 clusters Score -2.050475e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 169117 members 
Entering Unmasked Estep 
Score: -20504814.000000 Penalty: 5980.760254
	Iteration 29Q: 3 clusters Score -2.050481e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 169511 members 
Entering Unmasked Estep 
Score: -20504832.000000 Penalty: 5980.760254
	Iteration 30Q: 3 clusters Score -2.050483e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 169827 members 
Entering Unmasked Estep 
Score: -20504878.000000 Penalty: 5980.760254
	Iteration 31Q: 3 clusters Score -2.050488e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 170052 members 
Entering Unmasked Estep 
Score: -20504868.000000 Penalty: 5980.760254
	Iteration 32Q: 3 clusters Score -2.050487e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 170221 members 
Entering Unmasked Estep 
Score: -20504820.000000 Penalty: 5980.760254
	Iteration 33Q: 3 clusters Score -2.050482e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 170347 members 
Entering Unmasked Estep 
Score: -20504840.000000 Penalty: 5980.760254
	Iteration 34Q: 3 clusters Score -2.050484e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 170454 members 
Entering Unmasked Estep 
Score: -20504814.000000 Penalty: 5980.760254
	Iteration 35Q: 3 clusters Score -2.050481e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 170539 members 
Entering Unmasked Estep 
Score: -20504814.000000 Penalty: 5980.760254
	Iteration 36Q: 3 clusters Score -2.050481e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 170594 members 
Entering Unmasked Estep 
Score: -20504804.000000 Penalty: 5980.760254
	Iteration 37Q: 3 clusters Score -2.05048e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 170657 members 
Entering Unmasked Estep 
Score: -20504820.000000 Penalty: 5980.760254
	Iteration 38Q: 3 clusters Score -2.050482e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 170700 members 
Entering Unmasked Estep 
Score: -20504786.000000 Penalty: 5980.760254
	Iteration 39Q: 3 clusters Score -2.050479e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 170734 members 
Entering Unmasked Estep 
Score: -20504764.000000 Penalty: 5980.760254
	Iteration 40F: 3 clusters Score -2.050476e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 170766 members 
Entering Unmasked Estep 
Score: -20504776.000000 Penalty: 5980.760254
	Iteration 41Q: 3 clusters Score -2.050478e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 170799 members 
Entering Unmasked Estep 
Score: -20504770.000000 Penalty: 5980.760254
	Iteration 42Q: 3 clusters Score -2.050477e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 170817 members 
Entering Unmasked Estep 
Score: -20504784.000000 Penalty: 5980.760254
	Iteration 43Q: 3 clusters Score -2.050478e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 170848 members 
Entering Unmasked Estep 
Score: -20504776.000000 Penalty: 5980.760254
	Iteration 44Q: 3 clusters Score -2.050478e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 170873 members 
Entering Unmasked Estep 
Score: -20504790.000000 Penalty: 5980.760254
	Iteration 45Q: 3 clusters Score -2.050479e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 170889 members 
Entering Unmasked Estep 
Score: -20504812.000000 Penalty: 5980.760254
	Iteration 46Q: 3 clusters Score -2.050481e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 170903 members 
Entering Unmasked Estep 
Score: -20504802.000000 Penalty: 5980.760254
	Iteration 47Q: 3 clusters Score -2.05048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 170912 members 
Entering Unmasked Estep 
Score: -20504776.000000 Penalty: 5980.760254
	Iteration 48Q: 3 clusters Score -2.050478e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 170919 members 
Entering Unmasked Estep 
Score: -20504798.000000 Penalty: 5980.760254
	Iteration 49Q: 3 clusters Score -2.05048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 170929 members 
Entering Unmasked Estep 
Score: -20504796.000000 Penalty: 5980.760254
	Iteration 50Q: 3 clusters Score -2.05048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 170939 members 
Entering Unmasked Estep 
Score: -20504794.000000 Penalty: 5980.760254
	Iteration 51Q: 3 clusters Score -2.050479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 170949 members 
Entering Unmasked Estep 
Score: -20504790.000000 Penalty: 5980.760254
	Iteration 52Q: 3 clusters Score -2.050479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 170958 members 
Entering Unmasked Estep 
Score: -20504778.000000 Penalty: 5980.760254
	Iteration 53Q: 3 clusters Score -2.050478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 170964 members 
Entering Unmasked Estep 
Score: -20504782.000000 Penalty: 5980.760254
	Iteration 54Q: 3 clusters Score -2.050478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 170967 members 
Entering Unmasked Estep 
Score: -20504782.000000 Penalty: 5980.760254
	Iteration 55Q: 3 clusters Score -2.050478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 170968 members 
Entering Unmasked Estep 
Score: -20504786.000000 Penalty: 5980.760254
	Iteration 56Q: 3 clusters Score -2.050479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 170972 members 
Entering Unmasked Estep 
Score: -20504766.000000 Penalty: 5980.760254
	Iteration 57Q: 3 clusters Score -2.050477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 170977 members 
Entering Unmasked Estep 
Score: -20504776.000000 Penalty: 5980.760254
	Iteration 58Q: 3 clusters Score -2.050478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 170986 members 
Entering Unmasked Estep 
Score: -20504782.000000 Penalty: 5980.760254
	Iteration 59Q: 3 clusters Score -2.050478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 170989 members 
Entering Unmasked Estep 
Score: -20504776.000000 Penalty: 5980.760254
	Iteration 60F: 3 clusters Score -2.050478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 170991 members 
Entering Unmasked Estep 
Score: -20504782.000000 Penalty: 5980.760254
	Iteration 61Q: 3 clusters Score -2.050478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 170992 members 
Entering Unmasked Estep 
Score: -20504784.000000 Penalty: 5980.760254
	Iteration 62Q: 3 clusters Score -2.050478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 170992 members 
Entering Unmasked Estep 
Score: -20504784.000000 Penalty: 5980.760254
	Iteration 63F: 3 clusters Score -2.050478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Entering Unmasked Estep 
Score: -1201629.750000 Penalty: 2284.164551
	Iteration 0F: 2 clusters Score -1201630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1193958.000000 Penalty: 4568.329102
	Iteration 0F: 3 clusters Score -1193958 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1196108.375000 Penalty: 4568.329102
	Iteration 1F: 3 clusters Score -1196108 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1196368.375000 Penalty: 4568.329102
	Iteration 2F: 3 clusters Score -1196368 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1196577.125000 Penalty: 4568.329102
	Iteration 3Q: 3 clusters Score -1196577 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1196783.750000 Penalty: 4568.329102
	Iteration 4Q: 3 clusters Score -1196784 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1197010.750000 Penalty: 4568.329102
	Iteration 5Q: 3 clusters Score -1197011 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1197244.125000 Penalty: 4568.329102
	Iteration 6Q: 3 clusters Score -1197244 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1197541.875000 Penalty: 4568.329102
	Iteration 7Q: 3 clusters Score -1197542 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1197895.375000 Penalty: 4568.329102
	Iteration 8F: 3 clusters Score -1197895 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1198291.875000 Penalty: 4568.329102
	Iteration 9F: 3 clusters Score -1198292 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1198720.875000 Penalty: 4568.329102
	Iteration 10F: 3 clusters Score -1198721 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1199146.625000 Penalty: 4568.329102
	Iteration 11Q: 3 clusters Score -1199147 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1199432.500000 Penalty: 4568.329102
	Iteration 12Q: 3 clusters Score -1199432 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1199617.750000 Penalty: 4568.329102
	Iteration 13Q: 3 clusters Score -1199618 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1199726.625000 Penalty: 4568.329102
	Iteration 14Q: 3 clusters Score -1199727 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1199834.625000 Penalty: 4568.329102
	Iteration 15Q: 3 clusters Score -1199835 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1199910.625000 Penalty: 4568.329102
	Iteration 16Q: 3 clusters Score -1199911 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1199954.500000 Penalty: 4568.329102
	Iteration 17Q: 3 clusters Score -1199954 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1199980.000000 Penalty: 4568.329102
	Iteration 18Q: 3 clusters Score -1199980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1200003.750000 Penalty: 4568.329102
	Iteration 19Q: 3 clusters Score -1200004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1200021.250000 Penalty: 4568.329102
	Iteration 20F: 3 clusters Score -1200021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1200032.500000 Penalty: 4568.329102
	Iteration 21Q: 3 clusters Score -1200032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1200044.250000 Penalty: 4568.329102
	Iteration 22Q: 3 clusters Score -1200044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1200052.625000 Penalty: 4568.329102
	Iteration 23Q: 3 clusters Score -1200053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1200058.625000 Penalty: 4568.329102
	Iteration 24Q: 3 clusters Score -1200059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1200065.000000 Penalty: 4568.329102
	Iteration 25Q: 3 clusters Score -1200065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1200067.875000 Penalty: 4568.329102
	Iteration 26Q: 3 clusters Score -1200068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1200070.875000 Penalty: 4568.329102
	Iteration 27Q: 3 clusters Score -1200071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1200072.375000 Penalty: 4568.329102
	Iteration 28Q: 3 clusters Score -1200072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1200072.750000 Penalty: 4568.329102
	Iteration 29Q: 3 clusters Score -1200073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1200076.250000 Penalty: 4568.329102
	Iteration 30Q: 3 clusters Score -1200076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1200076.750000 Penalty: 4568.329102
	Iteration 31Q: 3 clusters Score -1200077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1200077.625000 Penalty: 4568.329102
	Iteration 32Q: 3 clusters Score -1200078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1200076.625000 Penalty: 4568.329102
	Iteration 33Q: 3 clusters Score -1200077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1200077.625000 Penalty: 4568.329102
	Iteration 34Q: 3 clusters Score -1200078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1200077.625000 Penalty: 4568.329102
	Iteration 35F: 3 clusters Score -1200078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Entering Unmasked Estep 
Score: -296815.281250 Penalty: 1936.363281
	Iteration 0F: 2 clusters Score -296815.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -293890.937500 Penalty: 3872.726562
	Iteration 0F: 3 clusters Score -293890.9 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -294433.531250 Penalty: 3872.726562
	Iteration 1F: 3 clusters Score -294433.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -294571.343750 Penalty: 3872.726562
	Iteration 2F: 3 clusters Score -294571.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -294654.781250 Penalty: 3872.726562
	Iteration 3Q: 3 clusters Score -294654.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -294707.656250 Penalty: 3872.726562
	Iteration 4Q: 3 clusters Score -294707.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -294740.062500 Penalty: 3872.726562
	Iteration 5Q: 3 clusters Score -294740.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -294765.500000 Penalty: 3872.726562
	Iteration 6Q: 3 clusters Score -294765.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -294782.031250 Penalty: 3872.726562
	Iteration 7Q: 3 clusters Score -294782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -294798.531250 Penalty: 3872.726562
	Iteration 8Q: 3 clusters Score -294798.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -294813.968750 Penalty: 3872.726562
	Iteration 9Q: 3 clusters Score -294814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -294843.906250 Penalty: 3872.726562
	Iteration 10Q: 3 clusters Score -294843.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -294863.593750 Penalty: 3872.726562
	Iteration 11Q: 3 clusters Score -294863.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -294885.093750 Penalty: 3872.726562
	Iteration 12Q: 3 clusters Score -294885.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -294911.187500 Penalty: 3872.726562
	Iteration 13Q: 3 clusters Score -294911.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -294931.250000 Penalty: 3872.726562
	Iteration 14Q: 3 clusters Score -294931.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -294942.562500 Penalty: 3872.726562
	Iteration 15Q: 3 clusters Score -294942.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -294957.125000 Penalty: 3872.726562
	Iteration 16Q: 3 clusters Score -294957.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -294969.250000 Penalty: 3872.726562
	Iteration 17Q: 3 clusters Score -294969.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -294977.562500 Penalty: 3872.726562
	Iteration 18Q: 3 clusters Score -294977.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -294981.468750 Penalty: 3872.726562
	Iteration 19Q: 3 clusters Score -294981.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -294987.937500 Penalty: 3872.726562
	Iteration 20F: 3 clusters Score -294987.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -294994.968750 Penalty: 3872.726562
	Iteration 21Q: 3 clusters Score -294995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -295001.687500 Penalty: 3872.726562
	Iteration 22Q: 3 clusters Score -295001.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -295004.250000 Penalty: 3872.726562
	Iteration 23Q: 3 clusters Score -295004.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -295008.468750 Penalty: 3872.726562
	Iteration 24Q: 3 clusters Score -295008.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -295014.562500 Penalty: 3872.726562
	Iteration 25Q: 3 clusters Score -295014.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -295019.812500 Penalty: 3872.726562
	Iteration 26Q: 3 clusters Score -295019.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -295026.156250 Penalty: 3872.726562
	Iteration 27Q: 3 clusters Score -295026.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -295030.187500 Penalty: 3872.726562
	Iteration 28Q: 3 clusters Score -295030.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -295033.625000 Penalty: 3872.726562
	Iteration 29Q: 3 clusters Score -295033.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -295040.593750 Penalty: 3872.726562
	Iteration 30Q: 3 clusters Score -295040.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -295046.375000 Penalty: 3872.726562
	Iteration 31Q: 3 clusters Score -295046.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -295053.656250 Penalty: 3872.726562
	Iteration 32Q: 3 clusters Score -295053.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -295058.968750 Penalty: 3872.726562
	Iteration 33Q: 3 clusters Score -295059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -295062.937500 Penalty: 3872.726562
	Iteration 34Q: 3 clusters Score -295062.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -295068.375000 Penalty: 3872.726562
	Iteration 35Q: 3 clusters Score -295068.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -295074.875000 Penalty: 3872.726562
	Iteration 36Q: 3 clusters Score -295074.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -295079.906250 Penalty: 3872.726562
	Iteration 37Q: 3 clusters Score -295079.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -295084.531250 Penalty: 3872.726562
	Iteration 38Q: 3 clusters Score -295084.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -295089.250000 Penalty: 3872.726562
	Iteration 39Q: 3 clusters Score -295089.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -295096.250000 Penalty: 3872.726562
	Iteration 40F: 3 clusters Score -295096.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -295101.437500 Penalty: 3872.726562
	Iteration 41Q: 3 clusters Score -295101.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -295108.375000 Penalty: 3872.726562
	Iteration 42Q: 3 clusters Score -295108.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -295111.062500 Penalty: 3872.726562
	Iteration 43Q: 3 clusters Score -295111.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -295112.968750 Penalty: 3872.726562
	Iteration 44Q: 3 clusters Score -295113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -295115.031250 Penalty: 3872.726562
	Iteration 45Q: 3 clusters Score -295115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -295120.343750 Penalty: 3872.726562
	Iteration 46Q: 3 clusters Score -295120.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -295124.093750 Penalty: 3872.726562
	Iteration 47Q: 3 clusters Score -295124.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -295127.031250 Penalty: 3872.726562
	Iteration 48Q: 3 clusters Score -295127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -295130.250000 Penalty: 3872.726562
	Iteration 49Q: 3 clusters Score -295130.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -295133.750000 Penalty: 3872.726562
	Iteration 50Q: 3 clusters Score -295133.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -295136.781250 Penalty: 3872.726562
	Iteration 51Q: 3 clusters Score -295136.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -295140.000000 Penalty: 3872.726562
	Iteration 52Q: 3 clusters Score -295140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -295142.750000 Penalty: 3872.726562
	Iteration 53Q: 3 clusters Score -295142.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -295143.593750 Penalty: 3872.726562
	Iteration 54Q: 3 clusters Score -295143.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -295144.937500 Penalty: 3872.726562
	Iteration 55Q: 3 clusters Score -295144.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -295148.250000 Penalty: 3872.726562
	Iteration 56Q: 3 clusters Score -295148.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -295152.375000 Penalty: 3872.726562
	Iteration 57Q: 3 clusters Score -295152.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -295155.843750 Penalty: 3872.726562
	Iteration 58Q: 3 clusters Score -295155.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -295160.593750 Penalty: 3872.726562
	Iteration 59Q: 3 clusters Score -295160.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -295163.406250 Penalty: 3872.726562
	Iteration 60F: 3 clusters Score -295163.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -295166.656250 Penalty: 3872.726562
	Iteration 61Q: 3 clusters Score -295166.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -295168.437500 Penalty: 3872.726562
	Iteration 62Q: 3 clusters Score -295168.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -295167.937500 Penalty: 3872.726562
	Iteration 63Q: 3 clusters Score -295167.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -295168.906250 Penalty: 3872.726562
	Iteration 64Q: 3 clusters Score -295168.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -295168.906250 Penalty: 3872.726562
	Iteration 65F: 3 clusters Score -295168.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 47267 members 
Mstep: Class 5 contains 19110 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6236 members 
Mstep: Class 8 contains 25348 members 
Mstep: Class 9 contains 222139 members 
Mstep: Class 10 contains 15886 members 
Mstep: Class 11 contains 76301 members 
Mstep: Class 12 contains 37061 members 
Mstep: Class 13 contains 34299 members 
Mstep: Class 16 contains 5172 members 
Mstep: Class 17 contains 172471 members 
Mstep: Class 18 contains 10000 members 
Mstep: Class 19 contains 2460 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 18 clusters Score -8.004254e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2128 members 
Mstep: Class 3 contains 4836 members 
Mstep: Class 4 contains 47191 members 
Mstep: Class 5 contains 19110 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 8 contains 25239 members 
Mstep: Class 9 contains 221943 members 
Mstep: Class 10 contains 15935 members 
Mstep: Class 11 contains 77366 members 
Mstep: Class 12 contains 37123 members 
Mstep: Class 13 contains 34331 members 
Mstep: Class 16 contains 5134 members 
Mstep: Class 17 contains 171623 members 
Mstep: Class 18 contains 10050 members 
Mstep: Class 19 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 18 clusters Score -8.004276e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2130 members 
Mstep: Class 3 contains 4869 members 
Mstep: Class 4 contains 47090 members 
Mstep: Class 5 contains 19108 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6229 members 
Mstep: Class 8 contains 25135 members 
Mstep: Class 9 contains 221775 members 
Mstep: Class 10 contains 15999 members 
Mstep: Class 11 contains 78394 members 
Mstep: Class 12 contains 37182 members 
Mstep: Class 13 contains 34359 members 
Mstep: Class 16 contains 5103 members 
Mstep: Class 17 contains 170793 members 
Mstep: Class 18 contains 10096 members 
Mstep: Class 19 contains 2420 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 18 clusters Score -8.004314e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2131 members 
Mstep: Class 3 contains 4900 members 
Mstep: Class 4 contains 47001 members 
Mstep: Class 5 contains 19106 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 8 contains 25029 members 
Mstep: Class 9 contains 221654 members 
Mstep: Class 10 contains 16080 members 
Mstep: Class 11 contains 79409 members 
Mstep: Class 12 contains 37240 members 
Mstep: Class 13 contains 34380 members 
Mstep: Class 16 contains 5076 members 
Mstep: Class 17 contains 169908 members 
Mstep: Class 18 contains 10126 members 
Mstep: Class 19 contains 2412 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 18 clusters Score -8.004359e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2129 members 
Mstep: Class 3 contains 4930 members 
Mstep: Class 4 contains 46932 members 
Mstep: Class 5 contains 19106 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6218 members 
Mstep: Class 8 contains 24928 members 
Mstep: Class 9 contains 221585 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 80391 members 
Mstep: Class 12 contains 37285 members 
Mstep: Class 13 contains 34389 members 
Mstep: Class 16 contains 5044 members 
Mstep: Class 17 contains 169033 members 
Mstep: Class 18 contains 10151 members 
Mstep: Class 19 contains 2403 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 18 clusters Score -8.004409e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 4964 members 
Mstep: Class 4 contains 46844 members 
Mstep: Class 5 contains 19105 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6213 members 
Mstep: Class 8 contains 24818 members 
Mstep: Class 9 contains 221514 members 
Mstep: Class 10 contains 16223 members 
Mstep: Class 11 contains 81251 members 
Mstep: Class 12 contains 37328 members 
Mstep: Class 13 contains 34388 members 
Mstep: Class 16 contains 5025 members 
Mstep: Class 17 contains 168299 members 
Mstep: Class 18 contains 10185 members 
Mstep: Class 19 contains 2400 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 18 clusters Score -8.004424e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2123 members 
Mstep: Class 3 contains 4996 members 
Mstep: Class 4 contains 46768 members 
Mstep: Class 5 contains 19099 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 6209 members 
Mstep: Class 8 contains 24714 members 
Mstep: Class 9 contains 221411 members 
Mstep: Class 10 contains 16273 members 
Mstep: Class 11 contains 82058 members 
Mstep: Class 12 contains 37392 members 
Mstep: Class 13 contains 34399 members 
Mstep: Class 16 contains 4993 members 
Mstep: Class 17 contains 167625 members 
Mstep: Class 18 contains 10228 members 
Mstep: Class 19 contains 2395 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 18 clusters Score -8.004453e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2124 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 46690 members 
Mstep: Class 5 contains 19097 members 
Mstep: Class 6 contains 574 members 
Mstep: Class 7 contains 6203 members 
Mstep: Class 8 contains 24618 members 
Mstep: Class 9 contains 221319 members 
Mstep: Class 10 contains 16307 members 
Mstep: Class 11 contains 82762 members 
Mstep: Class 12 contains 37428 members 
Mstep: Class 13 contains 34421 members 
Mstep: Class 16 contains 4960 members 
Mstep: Class 17 contains 167065 members 
Mstep: Class 18 contains 10266 members 
Mstep: Class 19 contains 2395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044832.000000 Penalty: 56640.539062
Iteration 126Q: 18 clusters Score -8.004483e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2122 members 
Mstep: Class 3 contains 5042 members 
Mstep: Class 4 contains 46586 members 
Mstep: Class 5 contains 19096 members 
Mstep: Class 6 contains 574 members 
Mstep: Class 7 contains 6201 members 
Mstep: Class 8 contains 24528 members 
Mstep: Class 9 contains 221198 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 83484 members 
Mstep: Class 12 contains 37476 members 
Mstep: Class 13 contains 34441 members 
Mstep: Class 16 contains 4935 members 
Mstep: Class 17 contains 166528 members 
Mstep: Class 18 contains 10310 members 
Mstep: Class 19 contains 2392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80045120.000000 Penalty: 56640.539062
Iteration 127Q: 18 clusters Score -8.004512e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2124 members 
Mstep: Class 3 contains 5075 members 
Mstep: Class 4 contains 46482 members 
Mstep: Class 5 contains 19096 members 
Mstep: Class 6 contains 574 members 
Mstep: Class 7 contains 6199 members 
Mstep: Class 8 contains 24429 members 
Mstep: Class 9 contains 221127 members 
Mstep: Class 10 contains 16394 members 
Mstep: Class 11 contains 84154 members 
Mstep: Class 12 contains 37511 members 
Mstep: Class 13 contains 34456 members 
Mstep: Class 16 contains 4913 members 
Mstep: Class 17 contains 165987 members 
Mstep: Class 18 contains 10350 members 
Mstep: Class 19 contains 2387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80045040.000000 Penalty: 56640.539062
Iteration 128Q: 18 clusters Score -8.004504e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2125 members 
Mstep: Class 3 contains 5098 members 
Mstep: Class 4 contains 46390 members 
Mstep: Class 5 contains 19092 members 
Mstep: Class 6 contains 574 members 
Mstep: Class 7 contains 6194 members 
Mstep: Class 8 contains 24328 members 
Mstep: Class 9 contains 221103 members 
Mstep: Class 10 contains 16434 members 
Mstep: Class 11 contains 84793 members 
Mstep: Class 12 contains 37531 members 
Mstep: Class 13 contains 34471 members 
Mstep: Class 16 contains 4890 members 
Mstep: Class 17 contains 165465 members 
Mstep: Class 18 contains 10389 members 
Mstep: Class 19 contains 2381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80045400.000000 Penalty: 56640.539062
Iteration 129Q: 18 clusters Score -8.00454e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2125 members 
Mstep: Class 3 contains 5110 members 
Mstep: Class 4 contains 46296 members 
Mstep: Class 5 contains 19093 members 
Mstep: Class 6 contains 574 members 
Mstep: Class 7 contains 6192 members 
Mstep: Class 8 contains 24223 members 
Mstep: Class 9 contains 221095 members 
Mstep: Class 10 contains 16455 members 
Mstep: Class 11 contains 85416 members 
Mstep: Class 12 contains 37564 members 
Mstep: Class 13 contains 34486 members 
Mstep: Class 16 contains 4866 members 
Mstep: Class 17 contains 164971 members 
Mstep: Class 18 contains 10416 members 
Mstep: Class 19 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80045576.000000 Penalty: 56640.539062
Iteration 130Q: 18 clusters Score -8.004558e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2121 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 46205 members 
Mstep: Class 5 contains 19088 members 
Mstep: Class 6 contains 574 members 
Mstep: Class 7 contains 6190 members 
Mstep: Class 8 contains 24105 members 
Mstep: Class 9 contains 221017 members 
Mstep: Class 10 contains 16495 members 
Mstep: Class 11 contains 86041 members 
Mstep: Class 12 contains 37620 members 
Mstep: Class 13 contains 34500 members 
Mstep: Class 16 contains 4846 members 
Mstep: Class 17 contains 164508 members 
Mstep: Class 18 contains 10448 members 
Mstep: Class 19 contains 2370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80045984.000000 Penalty: 56640.539062
Iteration 131Q: 18 clusters Score -8.004598e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2120 members 
Mstep: Class 3 contains 5162 members 
Mstep: Class 4 contains 46115 members 
Mstep: Class 5 contains 19082 members 
Mstep: Class 6 contains 574 members 
Mstep: Class 7 contains 6194 members 
Mstep: Class 8 contains 23997 members 
Mstep: Class 9 contains 220953 members 
Mstep: Class 10 contains 16524 members 
Mstep: Class 11 contains 86613 members 
Mstep: Class 12 contains 37671 members 
Mstep: Class 13 contains 34502 members 
Mstep: Class 16 contains 4825 members 
Mstep: Class 17 contains 164091 members 
Mstep: Class 18 contains 10474 members 
Mstep: Class 19 contains 2362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80045984.000000 Penalty: 56640.539062
Iteration 132Q: 18 clusters Score -8.004598e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2118 members 
Mstep: Class 3 contains 5185 members 
Mstep: Class 4 contains 46005 members 
Mstep: Class 5 contains 19078 members 
Mstep: Class 6 contains 574 members 
Mstep: Class 7 contains 6199 members 
Mstep: Class 8 contains 23895 members 
Mstep: Class 9 contains 220968 members 
Mstep: Class 10 contains 16551 members 
Mstep: Class 11 contains 87168 members 
Mstep: Class 12 contains 37729 members 
Mstep: Class 13 contains 34508 members 
Mstep: Class 16 contains 4809 members 
Mstep: Class 17 contains 163614 members 
Mstep: Class 18 contains 10508 members 
Mstep: Class 19 contains 2351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046088.000000 Penalty: 56640.539062
Iteration 133Q: 18 clusters Score -8.004609e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2120 members 
Mstep: Class 3 contains 5217 members 
Mstep: Class 4 contains 45908 members 
Mstep: Class 5 contains 19074 members 
Mstep: Class 6 contains 574 members 
Mstep: Class 7 contains 6200 members 
Mstep: Class 8 contains 23787 members 
Mstep: Class 9 contains 220967 members 
Mstep: Class 10 contains 16594 members 
Mstep: Class 11 contains 87720 members 
Mstep: Class 12 contains 37777 members 
Mstep: Class 13 contains 34515 members 
Mstep: Class 16 contains 4787 members 
Mstep: Class 17 contains 163144 members 
Mstep: Class 18 contains 10530 members 
Mstep: Class 19 contains 2346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046112.000000 Penalty: 56640.539062
Iteration 134Q: 18 clusters Score -8.004611e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2120 members 
Mstep: Class 3 contains 5239 members 
Mstep: Class 4 contains 45805 members 
Mstep: Class 5 contains 19073 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 23669 members 
Mstep: Class 9 contains 221038 members 
Mstep: Class 10 contains 16627 members 
Mstep: Class 11 contains 88235 members 
Mstep: Class 12 contains 37811 members 
Mstep: Class 13 contains 34516 members 
Mstep: Class 16 contains 4765 members 
Mstep: Class 17 contains 162714 members 
Mstep: Class 18 contains 10544 members 
Mstep: Class 19 contains 2344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046144.000000 Penalty: 56640.539062
Iteration 135Q: 18 clusters Score -8.004614e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2120 members 
Mstep: Class 3 contains 5252 members 
Mstep: Class 4 contains 45709 members 
Mstep: Class 5 contains 19071 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6183 members 
Mstep: Class 8 contains 23553 members 
Mstep: Class 9 contains 221071 members 
Mstep: Class 10 contains 16664 members 
Mstep: Class 11 contains 88726 members 
Mstep: Class 12 contains 37856 members 
Mstep: Class 13 contains 34520 members 
Mstep: Class 16 contains 4744 members 
Mstep: Class 17 contains 162312 members 
Mstep: Class 18 contains 10564 members 
Mstep: Class 19 contains 2342 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 18 clusters Score -8.00461e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2122 members 
Mstep: Class 3 contains 5273 members 
Mstep: Class 4 contains 45616 members 
Mstep: Class 5 contains 19065 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6185 members 
Mstep: Class 8 contains 23453 members 
Mstep: Class 9 contains 221066 members 
Mstep: Class 10 contains 16690 members 
Mstep: Class 11 contains 89193 members 
Mstep: Class 12 contains 37896 members 
Mstep: Class 13 contains 34529 members 
Mstep: Class 16 contains 4726 members 
Mstep: Class 17 contains 161945 members 
Mstep: Class 18 contains 10589 members 
Mstep: Class 19 contains 2339 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 18 clusters Score -8.004632e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2120 members 
Mstep: Class 3 contains 5287 members 
Mstep: Class 4 contains 45522 members 
Mstep: Class 5 contains 19064 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6186 members 
Mstep: Class 8 contains 23351 members 
Mstep: Class 9 contains 221081 members 
Mstep: Class 10 contains 16721 members 
Mstep: Class 11 contains 89607 members 
Mstep: Class 12 contains 37927 members 
Mstep: Class 13 contains 34530 members 
Mstep: Class 16 contains 4710 members 
Mstep: Class 17 contains 161637 members 
Mstep: Class 18 contains 10603 members 
Mstep: Class 19 contains 2340 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 18 clusters Score -8.004621e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2118 members 
Mstep: Class 3 contains 5298 members 
Mstep: Class 4 contains 45452 members 
Mstep: Class 5 contains 19063 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6184 members 
Mstep: Class 8 contains 23248 members 
Mstep: Class 9 contains 221102 members 
Mstep: Class 10 contains 16759 members 
Mstep: Class 11 contains 90007 members 
Mstep: Class 12 contains 37951 members 
Mstep: Class 13 contains 34530 members 
Mstep: Class 16 contains 4683 members 
Mstep: Class 17 contains 161337 members 
Mstep: Class 18 contains 10617 members 
Mstep: Class 19 contains 2337 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 18 clusters Score -8.00461e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2121 members 
Mstep: Class 3 contains 5311 members 
Mstep: Class 4 contains 45385 members 
Mstep: Class 5 contains 19061 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6180 members 
Mstep: Class 8 contains 23150 members 
Mstep: Class 9 contains 221138 members 
Mstep: Class 10 contains 16794 members 
Mstep: Class 11 contains 90389 members 
Mstep: Class 12 contains 37985 members 
Mstep: Class 13 contains 34537 members 
Mstep: Class 16 contains 4656 members 
Mstep: Class 17 contains 161012 members 
Mstep: Class 18 contains 10635 members 
Mstep: Class 19 contains 2333 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 18 clusters Score -8.004621e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2125 members 
Mstep: Class 3 contains 5330 members 
Mstep: Class 4 contains 45315 members 
Mstep: Class 5 contains 19061 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6173 members 
Mstep: Class 8 contains 23063 members 
Mstep: Class 9 contains 221181 members 
Mstep: Class 10 contains 16814 members 
Mstep: Class 11 contains 90725 members 
Mstep: Class 12 contains 38027 members 
Mstep: Class 13 contains 34535 members 
Mstep: Class 16 contains 4633 members 
Mstep: Class 17 contains 160713 members 
Mstep: Class 18 contains 10662 members 
Mstep: Class 19 contains 2330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046464.000000 Penalty: 56640.539062
Iteration 141Q: 18 clusters Score -8.004646e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2124 members 
Mstep: Class 3 contains 5350 members 
Mstep: Class 4 contains 45272 members 
Mstep: Class 5 contains 19059 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6171 members 
Mstep: Class 8 contains 22981 members 
Mstep: Class 9 contains 221225 members 
Mstep: Class 10 contains 16834 members 
Mstep: Class 11 contains 91035 members 
Mstep: Class 12 contains 38060 members 
Mstep: Class 13 contains 34536 members 
Mstep: Class 16 contains 4607 members 
Mstep: Class 17 contains 160410 members 
Mstep: Class 18 contains 10696 members 
Mstep: Class 19 contains 2326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046512.000000 Penalty: 56640.539062
Iteration 142Q: 18 clusters Score -8.004651e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2122 members 
Mstep: Class 3 contains 5373 members 
Mstep: Class 4 contains 45220 members 
Mstep: Class 5 contains 19063 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6170 members 
Mstep: Class 8 contains 22907 members 
Mstep: Class 9 contains 221265 members 
Mstep: Class 10 contains 16852 members 
Mstep: Class 11 contains 91330 members 
Mstep: Class 12 contains 38093 members 
Mstep: Class 13 contains 34531 members 
Mstep: Class 16 contains 4586 members 
Mstep: Class 17 contains 160138 members 
Mstep: Class 18 contains 10713 members 
Mstep: Class 19 contains 2323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046280.000000 Penalty: 56640.539062
Iteration 143Q: 18 clusters Score -8.004628e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2121 members 
Mstep: Class 3 contains 5385 members 
Mstep: Class 4 contains 45175 members 
Mstep: Class 5 contains 19063 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6169 members 
Mstep: Class 8 contains 22841 members 
Mstep: Class 9 contains 221253 members 
Mstep: Class 10 contains 16866 members 
Mstep: Class 11 contains 91602 members 
Mstep: Class 12 contains 38119 members 
Mstep: Class 13 contains 34538 members 
Mstep: Class 16 contains 4566 members 
Mstep: Class 17 contains 159933 members 
Mstep: Class 18 contains 10734 members 
Mstep: Class 19 contains 2321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046336.000000 Penalty: 56640.539062
Iteration 144Q: 18 clusters Score -8.004634e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2117 members 
Mstep: Class 3 contains 5406 members 
Mstep: Class 4 contains 45132 members 
Mstep: Class 5 contains 19064 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6168 members 
Mstep: Class 8 contains 22773 members 
Mstep: Class 9 contains 221229 members 
Mstep: Class 10 contains 16873 members 
Mstep: Class 11 contains 91867 members 
Mstep: Class 12 contains 38140 members 
Mstep: Class 13 contains 34540 members 
Mstep: Class 16 contains 4548 members 
Mstep: Class 17 contains 159761 members 
Mstep: Class 18 contains 10747 members 
Mstep: Class 19 contains 2321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046560.000000 Penalty: 56640.539062
Iteration 145Q: 18 clusters Score -8.004656e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2117 members 
Mstep: Class 3 contains 5415 members 
Mstep: Class 4 contains 45090 members 
Mstep: Class 5 contains 19065 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6170 members 
Mstep: Class 8 contains 22713 members 
Mstep: Class 9 contains 221208 members 
Mstep: Class 10 contains 16879 members 
Mstep: Class 11 contains 92159 members 
Mstep: Class 12 contains 38153 members 
Mstep: Class 13 contains 34545 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 159558 members 
Mstep: Class 18 contains 10763 members 
Mstep: Class 19 contains 2319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046568.000000 Penalty: 56640.539062
Iteration 146Q: 18 clusters Score -8.004657e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2114 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 45058 members 
Mstep: Class 5 contains 19061 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6172 members 
Mstep: Class 8 contains 22643 members 
Mstep: Class 9 contains 221226 members 
Mstep: Class 10 contains 16889 members 
Mstep: Class 11 contains 92438 members 
Mstep: Class 12 contains 38170 members 
Mstep: Class 13 contains 34559 members 
Mstep: Class 16 contains 4510 members 
Mstep: Class 17 contains 159325 members 
Mstep: Class 18 contains 10778 members 
Mstep: Class 19 contains 2317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046664.000000 Penalty: 56640.539062
Iteration 147Q: 18 clusters Score -8.004666e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2112 members 
Mstep: Class 3 contains 5432 members 
Mstep: Class 4 contains 45027 members 
Mstep: Class 5 contains 19059 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6175 members 
Mstep: Class 8 contains 22582 members 
Mstep: Class 9 contains 221198 members 
Mstep: Class 10 contains 16905 members 
Mstep: Class 11 contains 92663 members 
Mstep: Class 12 contains 38185 members 
Mstep: Class 13 contains 34566 members 
Mstep: Class 16 contains 4494 members 
Mstep: Class 17 contains 159190 members 
Mstep: Class 18 contains 10782 members 
Mstep: Class 19 contains 2316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046816.000000 Penalty: 56640.539062
Iteration 148Q: 18 clusters Score -8.004682e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2111 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 44990 members 
Mstep: Class 5 contains 19055 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 22503 members 
Mstep: Class 9 contains 221216 members 
Mstep: Class 10 contains 16917 members 
Mstep: Class 11 contains 92889 members 
Mstep: Class 12 contains 38200 members 
Mstep: Class 13 contains 34565 members 
Mstep: Class 16 contains 4480 members 
Mstep: Class 17 contains 159049 members 
Mstep: Class 18 contains 10793 members 
Mstep: Class 19 contains 2314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046704.000000 Penalty: 56640.539062
Iteration 149Q: 18 clusters Score -8.00467e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2112 members 
Mstep: Class 3 contains 5432 members 
Mstep: Class 4 contains 44959 members 
Mstep: Class 5 contains 19052 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 22424 members 
Mstep: Class 9 contains 221262 members 
Mstep: Class 10 contains 16940 members 
Mstep: Class 11 contains 93087 members 
Mstep: Class 12 contains 38215 members 
Mstep: Class 13 contains 34565 members 
Mstep: Class 16 contains 4467 members 
Mstep: Class 17 contains 158875 members 
Mstep: Class 18 contains 10805 members 
Mstep: Class 19 contains 2313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046792.000000 Penalty: 56640.539062
Iteration 150Q: 18 clusters Score -8.004679e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2113 members 
Mstep: Class 3 contains 5440 members 
Mstep: Class 4 contains 44946 members 
Mstep: Class 5 contains 19052 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6183 members 
Mstep: Class 8 contains 22336 members 
Mstep: Class 9 contains 221251 members 
Mstep: Class 10 contains 16964 members 
Mstep: Class 11 contains 93306 members 
Mstep: Class 12 contains 38229 members 
Mstep: Class 13 contains 34572 members 
Mstep: Class 16 contains 4444 members 
Mstep: Class 17 contains 158723 members 
Mstep: Class 18 contains 10817 members 
Mstep: Class 19 contains 2311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046688.000000 Penalty: 56640.539062
Iteration 151Q: 18 clusters Score -8.004669e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2113 members 
Mstep: Class 3 contains 5451 members 
Mstep: Class 4 contains 44916 members 
Mstep: Class 5 contains 19052 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6181 members 
Mstep: Class 8 contains 22250 members 
Mstep: Class 9 contains 221291 members 
Mstep: Class 10 contains 16982 members 
Mstep: Class 11 contains 93473 members 
Mstep: Class 12 contains 38234 members 
Mstep: Class 13 contains 34585 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 158598 members 
Mstep: Class 18 contains 10823 members 
Mstep: Class 19 contains 2308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046712.000000 Penalty: 56640.539062
Iteration 152Q: 18 clusters Score -8.004671e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2114 members 
Mstep: Class 3 contains 5462 members 
Mstep: Class 4 contains 44882 members 
Mstep: Class 5 contains 19050 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6180 members 
Mstep: Class 8 contains 22155 members 
Mstep: Class 9 contains 221375 members 
Mstep: Class 10 contains 16985 members 
Mstep: Class 11 contains 93643 members 
Mstep: Class 12 contains 38245 members 
Mstep: Class 13 contains 34593 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 17 contains 158449 members 
Mstep: Class 18 contains 10831 members 
Mstep: Class 19 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046784.000000 Penalty: 56640.539062
Iteration 153Q: 18 clusters Score -8.004678e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2116 members 
Mstep: Class 3 contains 5468 members 
Mstep: Class 4 contains 44853 members 
Mstep: Class 5 contains 19049 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6176 members 
Mstep: Class 8 contains 22072 members 
Mstep: Class 9 contains 221420 members 
Mstep: Class 10 contains 16998 members 
Mstep: Class 11 contains 93807 members 
Mstep: Class 12 contains 38263 members 
Mstep: Class 13 contains 34594 members 
Mstep: Class 16 contains 4407 members 
Mstep: Class 17 contains 158323 members 
Mstep: Class 18 contains 10839 members 
Mstep: Class 19 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046864.000000 Penalty: 56640.539062
Iteration 154Q: 18 clusters Score -8.004686e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2115 members 
Mstep: Class 3 contains 5482 members 
Mstep: Class 4 contains 44815 members 
Mstep: Class 5 contains 19049 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6180 members 
Mstep: Class 8 contains 21993 members 
Mstep: Class 9 contains 221474 members 
Mstep: Class 10 contains 17010 members 
Mstep: Class 11 contains 93959 members 
Mstep: Class 12 contains 38284 members 
Mstep: Class 13 contains 34597 members 
Mstep: Class 16 contains 4402 members 
Mstep: Class 17 contains 158176 members 
Mstep: Class 18 contains 10853 members 
Mstep: Class 19 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046688.000000 Penalty: 56640.539062
Iteration 155Q: 18 clusters Score -8.004669e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2116 members 
Mstep: Class 3 contains 5494 members 
Mstep: Class 4 contains 44786 members 
Mstep: Class 5 contains 19050 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6183 members 
Mstep: Class 8 contains 21931 members 
Mstep: Class 9 contains 221498 members 
Mstep: Class 10 contains 17025 members 
Mstep: Class 11 contains 94098 members 
Mstep: Class 12 contains 38298 members 
Mstep: Class 13 contains 34604 members 
Mstep: Class 16 contains 4398 members 
Mstep: Class 17 contains 158043 members 
Mstep: Class 18 contains 10865 members 
Mstep: Class 19 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046976.000000 Penalty: 56640.539062
Iteration 156Q: 18 clusters Score -8.004698e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2116 members 
Mstep: Class 3 contains 5509 members 
Mstep: Class 4 contains 44753 members 
Mstep: Class 5 contains 19050 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6181 members 
Mstep: Class 8 contains 21864 members 
Mstep: Class 9 contains 221502 members 
Mstep: Class 10 contains 17036 members 
Mstep: Class 11 contains 94234 members 
Mstep: Class 12 contains 38318 members 
Mstep: Class 13 contains 34616 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 157938 members 
Mstep: Class 18 contains 10883 members 
Mstep: Class 19 contains 2293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047088.000000 Penalty: 56640.539062
Iteration 157Q: 18 clusters Score -8.004709e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2117 members 
Mstep: Class 3 contains 5514 members 
Mstep: Class 4 contains 44733 members 
Mstep: Class 5 contains 19047 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6180 members 
Mstep: Class 8 contains 21816 members 
Mstep: Class 9 contains 221488 members 
Mstep: Class 10 contains 17040 members 
Mstep: Class 11 contains 94361 members 
Mstep: Class 12 contains 38332 members 
Mstep: Class 13 contains 34622 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 157860 members 
Mstep: Class 18 contains 10899 members 
Mstep: Class 19 contains 2289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047224.000000 Penalty: 56640.539062
Iteration 158Q: 18 clusters Score -8.004722e+07 nChanged 550
Entering ConstructFrom: 
Score: -80047224.000000 Penalty: 56640.539062
Entering ConstructFrom: 
Trying to split cluster 1 (1976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Entering Unmasked Estep 
Score: -212423.718750 Penalty: 1882.029785
	Iteration 0F: 2 clusters Score -212423.7 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 960 members 
Entering Unmasked Estep 
Score: -209867.328125 Penalty: 3764.059570
	Iteration 0F: 3 clusters Score -209867.3 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -210400.125000 Penalty: 3764.059570
	Iteration 1F: 3 clusters Score -210400.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -210654.718750 Penalty: 3764.059570
	Iteration 2F: 3 clusters Score -210654.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -210905.546875 Penalty: 3764.059570
	Iteration 3F: 3 clusters Score -210905.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -211106.218750 Penalty: 3764.059570
	Iteration 4F: 3 clusters Score -211106.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -211335.750000 Penalty: 3764.059570
	Iteration 5F: 3 clusters Score -211335.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -211574.328125 Penalty: 3764.059570
	Iteration 6F: 3 clusters Score -211574.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -211779.375000 Penalty: 3764.059570
	Iteration 7F: 3 clusters Score -211779.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -211949.734375 Penalty: 3764.059570
	Iteration 8Q: 3 clusters Score -211949.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -212090.343750 Penalty: 3764.059570
	Iteration 9Q: 3 clusters Score -212090.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -212159.281250 Penalty: 3764.059570
	Iteration 10Q: 3 clusters Score -212159.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -212188.812500 Penalty: 3764.059570
	Iteration 11Q: 3 clusters Score -212188.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -212204.343750 Penalty: 3764.059570
	Iteration 12Q: 3 clusters Score -212204.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -212210.359375 Penalty: 3764.059570
	Iteration 13Q: 3 clusters Score -212210.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -212217.125000 Penalty: 3764.059570
	Iteration 14Q: 3 clusters Score -212217.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -212220.625000 Penalty: 3764.059570
	Iteration 15Q: 3 clusters Score -212220.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -212222.515625 Penalty: 3764.059570
	Iteration 16Q: 3 clusters Score -212222.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -212225.000000 Penalty: 3764.059570
	Iteration 17Q: 3 clusters Score -212225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -212225.000000 Penalty: 3764.059570
	Iteration 18F: 3 clusters Score -212225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Entering Unmasked Estep 
Score: -238524.796875 Penalty: 1899.240356
	Iteration 0F: 2 clusters Score -238524.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -235815.046875 Penalty: 3798.480713
	Iteration 0F: 3 clusters Score -235815 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -236377.687500 Penalty: 3798.480713
	Iteration 1F: 3 clusters Score -236377.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -236555.906250 Penalty: 3798.480713
	Iteration 2F: 3 clusters Score -236555.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -236686.328125 Penalty: 3798.480713
	Iteration 3F: 3 clusters Score -236686.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -236848.734375 Penalty: 3798.480713
	Iteration 4Q: 3 clusters Score -236848.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -236986.750000 Penalty: 3798.480713
	Iteration 5Q: 3 clusters Score -236986.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -237103.625000 Penalty: 3798.480713
	Iteration 6Q: 3 clusters Score -237103.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -237198.890625 Penalty: 3798.480713
	Iteration 7Q: 3 clusters Score -237198.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -237301.640625 Penalty: 3798.480713
	Iteration 8Q: 3 clusters Score -237301.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -237405.375000 Penalty: 3798.480713
	Iteration 9Q: 3 clusters Score -237405.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -237522.062500 Penalty: 3798.480713
	Iteration 10Q: 3 clusters Score -237522.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -237632.953125 Penalty: 3798.480713
	Iteration 11Q: 3 clusters Score -237633 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -237702.375000 Penalty: 3798.480713
	Iteration 12Q: 3 clusters Score -237702.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -237748.093750 Penalty: 3798.480713
	Iteration 13Q: 3 clusters Score -237748.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -237782.937500 Penalty: 3798.480713
	Iteration 14Q: 3 clusters Score -237782.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -237815.703125 Penalty: 3798.480713
	Iteration 15Q: 3 clusters Score -237815.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -237846.156250 Penalty: 3798.480713
	Iteration 16Q: 3 clusters Score -237846.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -237875.140625 Penalty: 3798.480713
	Iteration 17Q: 3 clusters Score -237875.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -237898.734375 Penalty: 3798.480713
	Iteration 18Q: 3 clusters Score -237898.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -237915.734375 Penalty: 3798.480713
	Iteration 19Q: 3 clusters Score -237915.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -237928.125000 Penalty: 3798.480713
	Iteration 20F: 3 clusters Score -237928.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -237938.843750 Penalty: 3798.480713
	Iteration 21Q: 3 clusters Score -237938.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -237942.578125 Penalty: 3798.480713
	Iteration 22Q: 3 clusters Score -237942.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -237946.921875 Penalty: 3798.480713
	Iteration 23Q: 3 clusters Score -237946.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -237950.484375 Penalty: 3798.480713
	Iteration 24Q: 3 clusters Score -237950.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -237952.796875 Penalty: 3798.480713
	Iteration 25Q: 3 clusters Score -237952.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -237953.875000 Penalty: 3798.480713
	Iteration 26Q: 3 clusters Score -237953.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -237955.468750 Penalty: 3798.480713
	Iteration 27Q: 3 clusters Score -237955.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -237959.515625 Penalty: 3798.480713
	Iteration 28Q: 3 clusters Score -237959.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -237961.250000 Penalty: 3798.480713
	Iteration 29Q: 3 clusters Score -237961.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -237962.109375 Penalty: 3798.480713
	Iteration 30Q: 3 clusters Score -237962.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -237963.046875 Penalty: 3798.480713
	Iteration 31Q: 3 clusters Score -237963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -237963.328125 Penalty: 3798.480713
	Iteration 32Q: 3 clusters Score -237963.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -237963.484375 Penalty: 3798.480713
	Iteration 33Q: 3 clusters Score -237963.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -237963.484375 Penalty: 3798.480713
	Iteration 34F: 3 clusters Score -237963.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Entering Unmasked Estep 
Score: -669057.875000 Penalty: 2136.845947
	Iteration 0F: 2 clusters Score -669057.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -664247.937500 Penalty: 4273.691895
	Iteration 0F: 3 clusters Score -664247.9 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -665420.187500 Penalty: 4273.691895
	Iteration 1F: 3 clusters Score -665420.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -665637.500000 Penalty: 4273.691895
	Iteration 2F: 3 clusters Score -665637.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -665769.937500 Penalty: 4273.691895
	Iteration 3Q: 3 clusters Score -665769.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -665902.187500 Penalty: 4273.691895
	Iteration 4Q: 3 clusters Score -665902.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -666061.125000 Penalty: 4273.691895
	Iteration 5Q: 3 clusters Score -666061.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -666253.625000 Penalty: 4273.691895
	Iteration 6Q: 3 clusters Score -666253.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -666450.312500 Penalty: 4273.691895
	Iteration 7Q: 3 clusters Score -666450.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -666647.500000 Penalty: 4273.691895
	Iteration 8Q: 3 clusters Score -666647.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -666854.312500 Penalty: 4273.691895
	Iteration 9F: 3 clusters Score -666854.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -667067.875000 Penalty: 4273.691895
	Iteration 10F: 3 clusters Score -667067.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -667293.875000 Penalty: 4273.691895
	Iteration 11F: 3 clusters Score -667293.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -667486.875000 Penalty: 4273.691895
	Iteration 12Q: 3 clusters Score -667486.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -667648.375000 Penalty: 4273.691895
	Iteration 13Q: 3 clusters Score -667648.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -667796.000000 Penalty: 4273.691895
	Iteration 14Q: 3 clusters Score -667796 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -667943.000000 Penalty: 4273.691895
	Iteration 15Q: 3 clusters Score -667943 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -668047.750000 Penalty: 4273.691895
	Iteration 16Q: 3 clusters Score -668047.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -668124.187500 Penalty: 4273.691895
	Iteration 17Q: 3 clusters Score -668124.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -668181.000000 Penalty: 4273.691895
	Iteration 18Q: 3 clusters Score -668181 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -668221.312500 Penalty: 4273.691895
	Iteration 19Q: 3 clusters Score -668221.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -668261.375000 Penalty: 4273.691895
	Iteration 20F: 3 clusters Score -668261.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -668296.562500 Penalty: 4273.691895
	Iteration 21Q: 3 clusters Score -668296.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -668318.812500 Penalty: 4273.691895
	Iteration 22Q: 3 clusters Score -668318.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -668345.500000 Penalty: 4273.691895
	Iteration 23Q: 3 clusters Score -668345.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -668366.500000 Penalty: 4273.691895
	Iteration 24Q: 3 clusters Score -668366.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -668384.500000 Penalty: 4273.691895
	Iteration 25Q: 3 clusters Score -668384.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -668404.375000 Penalty: 4273.691895
	Iteration 26Q: 3 clusters Score -668404.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -668423.375000 Penalty: 4273.691895
	Iteration 27Q: 3 clusters Score -668423.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -668435.250000 Penalty: 4273.691895
	Iteration 28Q: 3 clusters Score -668435.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -668441.812500 Penalty: 4273.691895
	Iteration 29Q: 3 clusters Score -668441.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -668449.937500 Penalty: 4273.691895
	Iteration 30Q: 3 clusters Score -668449.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -668455.437500 Penalty: 4273.691895
	Iteration 31Q: 3 clusters Score -668455.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -668460.250000 Penalty: 4273.691895
	Iteration 32Q: 3 clusters Score -668460.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -668461.812500 Penalty: 4273.691895
	Iteration 33Q: 3 clusters Score -668461.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -668463.125000 Penalty: 4273.691895
	Iteration 34Q: 3 clusters Score -668463.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -668464.125000 Penalty: 4273.691895
	Iteration 35Q: 3 clusters Score -668464.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -668466.125000 Penalty: 4273.691895
	Iteration 36Q: 3 clusters Score -668466.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -668469.125000 Penalty: 4273.691895
	Iteration 37Q: 3 clusters Score -668469.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -668469.125000 Penalty: 4273.691895
	Iteration 38F: 3 clusters Score -668469.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Entering Unmasked Estep 
Score: -5224778.500000 Penalty: 2655.616699
	Iteration 0F: 2 clusters Score -5224778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -5194731.500000 Penalty: 5311.233398
	Iteration 0F: 3 clusters Score -5194732 nChanged 20470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -5205888.500000 Penalty: 5311.233398
	Iteration 1F: 3 clusters Score -5205888 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -5206316.500000 Penalty: 5311.233398
	Iteration 2Q: 3 clusters Score -5206316 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -5206786.000000 Penalty: 5311.233398
	Iteration 3Q: 3 clusters Score -5206786 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -5207285.500000 Penalty: 5311.233398
	Iteration 4Q: 3 clusters Score -5207286 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -5207869.500000 Penalty: 5311.233398
	Iteration 5Q: 3 clusters Score -5207870 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -5208659.000000 Penalty: 5311.233398
	Iteration 6Q: 3 clusters Score -5208659 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -5210002.000000 Penalty: 5311.233398
	Iteration 7F: 3 clusters Score -5210002 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -5212085.500000 Penalty: 5311.233398
	Iteration 8F: 3 clusters Score -5212086 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -5214940.500000 Penalty: 5311.233398
	Iteration 9F: 3 clusters Score -5214940 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -5218028.500000 Penalty: 5311.233398
	Iteration 10F: 3 clusters Score -5218028 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -5220332.000000 Penalty: 5311.233398
	Iteration 11F: 3 clusters Score -5220332 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5221563.500000 Penalty: 5311.233398
	Iteration 12Q: 3 clusters Score -5221564 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5222057.500000 Penalty: 5311.233398
	Iteration 13Q: 3 clusters Score -5222058 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5222285.000000 Penalty: 5311.233398
	Iteration 14Q: 3 clusters Score -5222285 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5222373.500000 Penalty: 5311.233398
	Iteration 15Q: 3 clusters Score -5222374 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5222414.500000 Penalty: 5311.233398
	Iteration 16Q: 3 clusters Score -5222414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5222449.000000 Penalty: 5311.233398
	Iteration 17Q: 3 clusters Score -5222449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5222465.000000 Penalty: 5311.233398
	Iteration 18Q: 3 clusters Score -5222465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5222484.000000 Penalty: 5311.233398
	Iteration 19Q: 3 clusters Score -5222484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5222495.000000 Penalty: 5311.233398
	Iteration 20F: 3 clusters Score -5222495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5222507.500000 Penalty: 5311.233398
	Iteration 21Q: 3 clusters Score -5222508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5222519.500000 Penalty: 5311.233398
	Iteration 22Q: 3 clusters Score -5222520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5222516.500000 Penalty: 5311.233398
	Iteration 23Q: 3 clusters Score -5222516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5222524.500000 Penalty: 5311.233398
	Iteration 24Q: 3 clusters Score -5222524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5222523.000000 Penalty: 5311.233398
	Iteration 25Q: 3 clusters Score -5222523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5222523.000000 Penalty: 5311.233398
	Iteration 26F: 3 clusters Score -5222523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Entering Unmasked Estep 
Score: -2276953.500000 Penalty: 2443.969971
	Iteration 0F: 2 clusters Score -2276954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2263521.750000 Penalty: 4887.939941
	Iteration 0F: 3 clusters Score -2263522 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2267997.000000 Penalty: 4887.939941
	Iteration 1F: 3 clusters Score -2267997 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2268527.000000 Penalty: 4887.939941
	Iteration 2F: 3 clusters Score -2268527 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2269085.250000 Penalty: 4887.939941
	Iteration 3F: 3 clusters Score -2269085 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2269766.500000 Penalty: 4887.939941
	Iteration 4F: 3 clusters Score -2269766 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2270470.750000 Penalty: 4887.939941
	Iteration 5F: 3 clusters Score -2270471 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2271271.750000 Penalty: 4887.939941
	Iteration 6F: 3 clusters Score -2271272 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2272163.750000 Penalty: 4887.939941
	Iteration 7F: 3 clusters Score -2272164 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2273061.500000 Penalty: 4887.939941
	Iteration 8F: 3 clusters Score -2273062 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2273768.000000 Penalty: 4887.939941
	Iteration 9Q: 3 clusters Score -2273768 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2274244.250000 Penalty: 4887.939941
	Iteration 10Q: 3 clusters Score -2274244 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2274552.500000 Penalty: 4887.939941
	Iteration 11Q: 3 clusters Score -2274552 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2274740.500000 Penalty: 4887.939941
	Iteration 12Q: 3 clusters Score -2274740 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2274858.250000 Penalty: 4887.939941
	Iteration 13Q: 3 clusters Score -2274858 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2274925.250000 Penalty: 4887.939941
	Iteration 14Q: 3 clusters Score -2274925 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2274988.500000 Penalty: 4887.939941
	Iteration 15Q: 3 clusters Score -2274988 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2275023.750000 Penalty: 4887.939941
	Iteration 16Q: 3 clusters Score -2275024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2275042.750000 Penalty: 4887.939941
	Iteration 17Q: 3 clusters Score -2275043 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2275061.750000 Penalty: 4887.939941
	Iteration 18Q: 3 clusters Score -2275062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2275068.000000 Penalty: 4887.939941
	Iteration 19Q: 3 clusters Score -2275068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2275078.750000 Penalty: 4887.939941
	Iteration 20F: 3 clusters Score -2275079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2275084.750000 Penalty: 4887.939941
	Iteration 21Q: 3 clusters Score -2275085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2275090.000000 Penalty: 4887.939941
	Iteration 22Q: 3 clusters Score -2275090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2275104.500000 Penalty: 4887.939941
	Iteration 23Q: 3 clusters Score -2275104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2275104.250000 Penalty: 4887.939941
	Iteration 24Q: 3 clusters Score -2275104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2275107.750000 Penalty: 4887.939941
	Iteration 25Q: 3 clusters Score -2275108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2275110.000000 Penalty: 4887.939941
	Iteration 26Q: 3 clusters Score -2275110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2275112.500000 Penalty: 4887.939941
	Iteration 27Q: 3 clusters Score -2275112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2275113.000000 Penalty: 4887.939941
	Iteration 28Q: 3 clusters Score -2275113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2275116.500000 Penalty: 4887.939941
	Iteration 29Q: 3 clusters Score -2275116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2275114.500000 Penalty: 4887.939941
	Iteration 30Q: 3 clusters Score -2275114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2275118.000000 Penalty: 4887.939941
	Iteration 31Q: 3 clusters Score -2275118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2275119.250000 Penalty: 4887.939941
	Iteration 32Q: 3 clusters Score -2275119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2275119.250000 Penalty: 4887.939941
	Iteration 33Q: 3 clusters Score -2275119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2275122.250000 Penalty: 4887.939941
	Iteration 34Q: 3 clusters Score -2275122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2275120.500000 Penalty: 4887.939941
	Iteration 35Q: 3 clusters Score -2275120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2275123.750000 Penalty: 4887.939941
	Iteration 36Q: 3 clusters Score -2275124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2275127.000000 Penalty: 4887.939941
	Iteration 37Q: 3 clusters Score -2275127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2275126.250000 Penalty: 4887.939941
	Iteration 38Q: 3 clusters Score -2275126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2275126.250000 Penalty: 4887.939941
	Iteration 39F: 3 clusters Score -2275126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -57450.148438 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -57450.15 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 287 members 
Entering Unmasked Estep 
Score: -55933.062500 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -55933.06 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56216.605469 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -56216.61 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56377.042969 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -56377.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56517.285156 Penalty: 3150.039307
	Iteration 3Q: 3 clusters Score -56517.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -56622.652344 Penalty: 3150.039307
	Iteration 4Q: 3 clusters Score -56622.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -56711.566406 Penalty: 3150.039307
	Iteration 5Q: 3 clusters Score -56711.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -56755.136719 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -56755.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56766.707031 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -56766.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56779.882812 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -56779.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -56780.859375 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -56780.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -56780.859375 Penalty: 3150.039307
	Iteration 10F: 3 clusters Score -56780.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Entering Unmasked Estep 
Score: -691983.125000 Penalty: 2164.970703
	Iteration 0F: 2 clusters Score -691983.1 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 3161 members 
Entering Unmasked Estep 
Score: -686796.750000 Penalty: 4329.941406
	Iteration 0F: 3 clusters Score -686796.8 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -688404.937500 Penalty: 4329.941406
	Iteration 1F: 3 clusters Score -688404.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -688971.812500 Penalty: 4329.941406
	Iteration 2F: 3 clusters Score -688971.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -689307.937500 Penalty: 4329.941406
	Iteration 3F: 3 clusters Score -689307.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -689582.375000 Penalty: 4329.941406
	Iteration 4F: 3 clusters Score -689582.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -689865.562500 Penalty: 4329.941406
	Iteration 5F: 3 clusters Score -689865.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -690123.500000 Penalty: 4329.941406
	Iteration 6Q: 3 clusters Score -690123.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -690324.500000 Penalty: 4329.941406
	Iteration 7Q: 3 clusters Score -690324.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -690514.437500 Penalty: 4329.941406
	Iteration 8Q: 3 clusters Score -690514.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -690697.062500 Penalty: 4329.941406
	Iteration 9Q: 3 clusters Score -690697.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -690850.687500 Penalty: 4329.941406
	Iteration 10Q: 3 clusters Score -690850.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -690966.937500 Penalty: 4329.941406
	Iteration 11Q: 3 clusters Score -690966.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -691059.812500 Penalty: 4329.941406
	Iteration 12Q: 3 clusters Score -691059.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -691141.437500 Penalty: 4329.941406
	Iteration 13Q: 3 clusters Score -691141.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -691194.937500 Penalty: 4329.941406
	Iteration 14Q: 3 clusters Score -691194.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -691234.375000 Penalty: 4329.941406
	Iteration 15Q: 3 clusters Score -691234.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -691257.125000 Penalty: 4329.941406
	Iteration 16Q: 3 clusters Score -691257.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -691271.687500 Penalty: 4329.941406
	Iteration 17Q: 3 clusters Score -691271.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -691277.250000 Penalty: 4329.941406
	Iteration 18Q: 3 clusters Score -691277.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -691284.125000 Penalty: 4329.941406
	Iteration 19Q: 3 clusters Score -691284.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -691291.125000 Penalty: 4329.941406
	Iteration 20F: 3 clusters Score -691291.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -691299.937500 Penalty: 4329.941406
	Iteration 21Q: 3 clusters Score -691299.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -691307.125000 Penalty: 4329.941406
	Iteration 22Q: 3 clusters Score -691307.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -691318.500000 Penalty: 4329.941406
	Iteration 23Q: 3 clusters Score -691318.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -691327.312500 Penalty: 4329.941406
	Iteration 24Q: 3 clusters Score -691327.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -691331.125000 Penalty: 4329.941406
	Iteration 25Q: 3 clusters Score -691331.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -691335.187500 Penalty: 4329.941406
	Iteration 26Q: 3 clusters Score -691335.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -691339.875000 Penalty: 4329.941406
	Iteration 27Q: 3 clusters Score -691339.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -691340.500000 Penalty: 4329.941406
	Iteration 28Q: 3 clusters Score -691340.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -691345.250000 Penalty: 4329.941406
	Iteration 29Q: 3 clusters Score -691345.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -691348.500000 Penalty: 4329.941406
	Iteration 30Q: 3 clusters Score -691348.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -691348.562500 Penalty: 4329.941406
	Iteration 31Q: 3 clusters Score -691348.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -691348.562500 Penalty: 4329.941406
	Iteration 32F: 3 clusters Score -691348.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Entering Unmasked Estep 
Score: -2630478.250000 Penalty: 2476.924316
	Iteration 0F: 2 clusters Score -2630478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2615329.750000 Penalty: 4953.848633
	Iteration 0F: 3 clusters Score -2615330 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2620615.500000 Penalty: 4953.848633
	Iteration 1F: 3 clusters Score -2620616 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2621447.750000 Penalty: 4953.848633
	Iteration 2F: 3 clusters Score -2621448 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2622593.250000 Penalty: 4953.848633
	Iteration 3F: 3 clusters Score -2622593 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2623865.500000 Penalty: 4953.848633
	Iteration 4F: 3 clusters Score -2623866 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2625145.750000 Penalty: 4953.848633
	Iteration 5F: 3 clusters Score -2625146 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2626191.750000 Penalty: 4953.848633
	Iteration 6F: 3 clusters Score -2626192 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2627013.750000 Penalty: 4953.848633
	Iteration 7F: 3 clusters Score -2627014 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2627606.250000 Penalty: 4953.848633
	Iteration 8Q: 3 clusters Score -2627606 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2628047.750000 Penalty: 4953.848633
	Iteration 9Q: 3 clusters Score -2628048 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2628337.250000 Penalty: 4953.848633
	Iteration 10Q: 3 clusters Score -2628337 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2628611.750000 Penalty: 4953.848633
	Iteration 11Q: 3 clusters Score -2628612 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2628823.250000 Penalty: 4953.848633
	Iteration 12Q: 3 clusters Score -2628823 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2628968.000000 Penalty: 4953.848633
	Iteration 13Q: 3 clusters Score -2628968 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2629065.250000 Penalty: 4953.848633
	Iteration 14Q: 3 clusters Score -2629065 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2629170.250000 Penalty: 4953.848633
	Iteration 15Q: 3 clusters Score -2629170 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2629231.000000 Penalty: 4953.848633
	Iteration 16Q: 3 clusters Score -2629231 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2629259.250000 Penalty: 4953.848633
	Iteration 17Q: 3 clusters Score -2629259 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2629281.000000 Penalty: 4953.848633
	Iteration 18Q: 3 clusters Score -2629281 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2629307.000000 Penalty: 4953.848633
	Iteration 19Q: 3 clusters Score -2629307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2629322.250000 Penalty: 4953.848633
	Iteration 20F: 3 clusters Score -2629322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2629343.500000 Penalty: 4953.848633
	Iteration 21Q: 3 clusters Score -2629344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2629361.500000 Penalty: 4953.848633
	Iteration 22Q: 3 clusters Score -2629362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2629379.750000 Penalty: 4953.848633
	Iteration 23Q: 3 clusters Score -2629380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2629402.750000 Penalty: 4953.848633
	Iteration 24Q: 3 clusters Score -2629403 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2629424.500000 Penalty: 4953.848633
	Iteration 25Q: 3 clusters Score -2629424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2629443.000000 Penalty: 4953.848633
	Iteration 26Q: 3 clusters Score -2629443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2629461.500000 Penalty: 4953.848633
	Iteration 27Q: 3 clusters Score -2629462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2629469.750000 Penalty: 4953.848633
	Iteration 28Q: 3 clusters Score -2629470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2629468.250000 Penalty: 4953.848633
	Iteration 29Q: 3 clusters Score -2629468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2629472.750000 Penalty: 4953.848633
	Iteration 30Q: 3 clusters Score -2629473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2629474.250000 Penalty: 4953.848633
	Iteration 31Q: 3 clusters Score -2629474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2629481.000000 Penalty: 4953.848633
	Iteration 32Q: 3 clusters Score -2629481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2629483.250000 Penalty: 4953.848633
	Iteration 33Q: 3 clusters Score -2629483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2629482.750000 Penalty: 4953.848633
	Iteration 34Q: 3 clusters Score -2629483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2629482.000000 Penalty: 4953.848633
	Iteration 35Q: 3 clusters Score -2629482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2629482.750000 Penalty: 4953.848633
	Iteration 36Q: 3 clusters Score -2629483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2629487.500000 Penalty: 4953.848633
	Iteration 37Q: 3 clusters Score -2629488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2629487.250000 Penalty: 4953.848633
	Iteration 38Q: 3 clusters Score -2629487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2629490.500000 Penalty: 4953.848633
	Iteration 39Q: 3 clusters Score -2629490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2629490.500000 Penalty: 4953.848633
	Iteration 40F: 3 clusters Score -2629490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (221477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221477 members 
Entering Unmasked Estep 
Score: -26385028.000000 Penalty: 3052.402344
	Iteration 0F: 2 clusters Score -2.638503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110674 members 
Mstep: Class 2 contains 110803 members 
Entering Unmasked Estep 
Score: -26247948.000000 Penalty: 6104.804688
	Iteration 0F: 3 clusters Score -2.624795e+07 nChanged 106581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109303 members 
Mstep: Class 2 contains 112174 members 
Entering Unmasked Estep 
Score: -26310308.000000 Penalty: 6104.804688
	Iteration 1F: 3 clusters Score -2.631031e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108402 members 
Mstep: Class 2 contains 113075 members 
Entering Unmasked Estep 
Score: -26311504.000000 Penalty: 6104.804688
	Iteration 2Q: 3 clusters Score -2.63115e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107138 members 
Mstep: Class 2 contains 114339 members 
Entering Unmasked Estep 
Score: -26313048.000000 Penalty: 6104.804688
	Iteration 3Q: 3 clusters Score -2.631305e+07 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105527 members 
Mstep: Class 2 contains 115950 members 
Entering Unmasked Estep 
Score: -26315202.000000 Penalty: 6104.804688
	Iteration 4Q: 3 clusters Score -2.63152e+07 nChanged 8778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103633 members 
Mstep: Class 2 contains 117844 members 
Entering Unmasked Estep 
Score: -26318460.000000 Penalty: 6104.804688
	Iteration 5Q: 3 clusters Score -2.631846e+07 nChanged 10785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101590 members 
Mstep: Class 2 contains 119887 members 
Entering Unmasked Estep 
Score: -26323684.000000 Penalty: 6104.804688
	Iteration 6Q: 3 clusters Score -2.632368e+07 nChanged 13046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99974 members 
Mstep: Class 2 contains 121503 members 
Entering Unmasked Estep 
Score: -26332078.000000 Penalty: 6104.804688
	Iteration 7F: 3 clusters Score -2.633208e+07 nChanged 15122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99662 members 
Mstep: Class 2 contains 121815 members 
Entering Unmasked Estep 
Score: -26343366.000000 Penalty: 6104.804688
	Iteration 8F: 3 clusters Score -2.634337e+07 nChanged 14889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100847 members 
Mstep: Class 2 contains 120630 members 
Entering Unmasked Estep 
Score: -26352610.000000 Penalty: 6104.804688
	Iteration 9F: 3 clusters Score -2.635261e+07 nChanged 11211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103044 members 
Mstep: Class 2 contains 118433 members 
Entering Unmasked Estep 
Score: -26356386.000000 Penalty: 6104.804688
	Iteration 10F: 3 clusters Score -2.635639e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105392 members 
Mstep: Class 2 contains 116085 members 
Entering Unmasked Estep 
Score: -26358010.000000 Penalty: 6104.804688
	Iteration 11Q: 3 clusters Score -2.635801e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107866 members 
Mstep: Class 2 contains 113611 members 
Entering Unmasked Estep 
Score: -26358718.000000 Penalty: 6104.804688
	Iteration 12Q: 3 clusters Score -2.635872e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110615 members 
Mstep: Class 2 contains 110862 members 
Entering Unmasked Estep 
Score: -26359192.000000 Penalty: 6104.804688
	Iteration 13Q: 3 clusters Score -2.635919e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113647 members 
Mstep: Class 2 contains 107830 members 
Entering Unmasked Estep 
Score: -26359528.000000 Penalty: 6104.804688
	Iteration 14Q: 3 clusters Score -2.635953e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117004 members 
Mstep: Class 2 contains 104473 members 
Entering Unmasked Estep 
Score: -26359910.000000 Penalty: 6104.804688
	Iteration 15Q: 3 clusters Score -2.635991e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120754 members 
Mstep: Class 2 contains 100723 members 
Entering Unmasked Estep 
Score: -26360254.000000 Penalty: 6104.804688
	Iteration 16Q: 3 clusters Score -2.636025e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124739 members 
Mstep: Class 2 contains 96738 members 
Entering Unmasked Estep 
Score: -26360344.000000 Penalty: 6104.804688
	Iteration 17Q: 3 clusters Score -2.636034e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128851 members 
Mstep: Class 2 contains 92626 members 
Entering Unmasked Estep 
Score: -26360622.000000 Penalty: 6104.804688
	Iteration 18Q: 3 clusters Score -2.636062e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132981 members 
Mstep: Class 2 contains 88496 members 
Entering Unmasked Estep 
Score: -26360742.000000 Penalty: 6104.804688
	Iteration 19Q: 3 clusters Score -2.636074e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137362 members 
Mstep: Class 2 contains 84115 members 
Entering Unmasked Estep 
Score: -26361002.000000 Penalty: 6104.804688
	Iteration 20F: 3 clusters Score -2.6361e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141953 members 
Mstep: Class 2 contains 79524 members 
Entering Unmasked Estep 
Score: -26361436.000000 Penalty: 6104.804688
	Iteration 21Q: 3 clusters Score -2.636144e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146694 members 
Mstep: Class 2 contains 74783 members 
Entering Unmasked Estep 
Score: -26361776.000000 Penalty: 6104.804688
	Iteration 22Q: 3 clusters Score -2.636178e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151426 members 
Mstep: Class 2 contains 70051 members 
Entering Unmasked Estep 
Score: -26362426.000000 Penalty: 6104.804688
	Iteration 23Q: 3 clusters Score -2.636243e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156155 members 
Mstep: Class 2 contains 65322 members 
Entering Unmasked Estep 
Score: -26363288.000000 Penalty: 6104.804688
	Iteration 24Q: 3 clusters Score -2.636329e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160793 members 
Mstep: Class 2 contains 60684 members 
Entering Unmasked Estep 
Score: -26363936.000000 Penalty: 6104.804688
	Iteration 25Q: 3 clusters Score -2.636394e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165177 members 
Mstep: Class 2 contains 56300 members 
Entering Unmasked Estep 
Score: -26364862.000000 Penalty: 6104.804688
	Iteration 26Q: 3 clusters Score -2.636486e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169260 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -26365440.000000 Penalty: 6104.804688
	Iteration 27Q: 3 clusters Score -2.636544e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173102 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -26366324.000000 Penalty: 6104.804688
	Iteration 28Q: 3 clusters Score -2.636632e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176734 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -26367306.000000 Penalty: 6104.804688
	Iteration 29Q: 3 clusters Score -2.636731e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180265 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -26368210.000000 Penalty: 6104.804688
	Iteration 30Q: 3 clusters Score -2.636821e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183622 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -26369058.000000 Penalty: 6104.804688
	Iteration 31Q: 3 clusters Score -2.636906e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186833 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -26369816.000000 Penalty: 6104.804688
	Iteration 32Q: 3 clusters Score -2.636982e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189904 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -26370968.000000 Penalty: 6104.804688
	Iteration 33Q: 3 clusters Score -2.637097e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192851 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -26373164.000000 Penalty: 6104.804688
	Iteration 34Q: 3 clusters Score -2.637316e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195746 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -26375238.000000 Penalty: 6104.804688
	Iteration 35Q: 3 clusters Score -2.637524e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198529 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -26377276.000000 Penalty: 6104.804688
	Iteration 36Q: 3 clusters Score -2.637728e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201256 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -26378708.000000 Penalty: 6104.804688
	Iteration 37Q: 3 clusters Score -2.637871e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203840 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -26379906.000000 Penalty: 6104.804688
	Iteration 38Q: 3 clusters Score -2.637991e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206268 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -26381094.000000 Penalty: 6104.804688
	Iteration 39Q: 3 clusters Score -2.638109e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208446 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -26382118.000000 Penalty: 6104.804688
	Iteration 40F: 3 clusters Score -2.638212e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210453 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -26382858.000000 Penalty: 6104.804688
	Iteration 41Q: 3 clusters Score -2.638286e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212263 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -26382996.000000 Penalty: 6104.804688
	Iteration 42Q: 3 clusters Score -2.6383e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213836 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -26383016.000000 Penalty: 6104.804688
	Iteration 43Q: 3 clusters Score -2.638302e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215140 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -26383120.000000 Penalty: 6104.804688
	Iteration 44Q: 3 clusters Score -2.638312e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216193 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -26383312.000000 Penalty: 6104.804688
	Iteration 45Q: 3 clusters Score -2.638331e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217063 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -26383276.000000 Penalty: 6104.804688
	Iteration 46Q: 3 clusters Score -2.638328e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217731 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -26383296.000000 Penalty: 6104.804688
	Iteration 47Q: 3 clusters Score -2.63833e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218241 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -26383224.000000 Penalty: 6104.804688
	Iteration 48Q: 3 clusters Score -2.638322e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218672 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -26383222.000000 Penalty: 6104.804688
	Iteration 49Q: 3 clusters Score -2.638322e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219027 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -26383266.000000 Penalty: 6104.804688
	Iteration 50Q: 3 clusters Score -2.638327e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219327 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -26383282.000000 Penalty: 6104.804688
	Iteration 51Q: 3 clusters Score -2.638328e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219557 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -26383272.000000 Penalty: 6104.804688
	Iteration 52Q: 3 clusters Score -2.638327e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219728 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -26383240.000000 Penalty: 6104.804688
	Iteration 53Q: 3 clusters Score -2.638324e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219868 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -26383276.000000 Penalty: 6104.804688
	Iteration 54Q: 3 clusters Score -2.638328e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219977 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -26383302.000000 Penalty: 6104.804688
	Iteration 55Q: 3 clusters Score -2.63833e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220070 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -26383300.000000 Penalty: 6104.804688
	Iteration 56Q: 3 clusters Score -2.63833e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220142 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -26383278.000000 Penalty: 6104.804688
	Iteration 57Q: 3 clusters Score -2.638328e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220200 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -26383242.000000 Penalty: 6104.804688
	Iteration 58Q: 3 clusters Score -2.638324e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220252 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -26383264.000000 Penalty: 6104.804688
	Iteration 59Q: 3 clusters Score -2.638326e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220294 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -26383252.000000 Penalty: 6104.804688
	Iteration 60F: 3 clusters Score -2.638325e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220327 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -26383216.000000 Penalty: 6104.804688
	Iteration 61Q: 3 clusters Score -2.638322e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220349 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -26383182.000000 Penalty: 6104.804688
	Iteration 62Q: 3 clusters Score -2.638318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220356 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -26383200.000000 Penalty: 6104.804688
	Iteration 63Q: 3 clusters Score -2.63832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220364 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -26383210.000000 Penalty: 6104.804688
	Iteration 64Q: 3 clusters Score -2.638321e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220370 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -26383204.000000 Penalty: 6104.804688
	Iteration 65Q: 3 clusters Score -2.63832e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220381 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -26383202.000000 Penalty: 6104.804688
	Iteration 66Q: 3 clusters Score -2.63832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220385 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -26383222.000000 Penalty: 6104.804688
	Iteration 67Q: 3 clusters Score -2.638322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220387 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -26383224.000000 Penalty: 6104.804688
	Iteration 68Q: 3 clusters Score -2.638322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220391 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -26383218.000000 Penalty: 6104.804688
	Iteration 69Q: 3 clusters Score -2.638322e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220397 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -26383234.000000 Penalty: 6104.804688
	Iteration 70Q: 3 clusters Score -2.638323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220402 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -26383238.000000 Penalty: 6104.804688
	Iteration 71Q: 3 clusters Score -2.638324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220404 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -26383248.000000 Penalty: 6104.804688
	Iteration 72Q: 3 clusters Score -2.638325e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220409 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -26383248.000000 Penalty: 6104.804688
	Iteration 73Q: 3 clusters Score -2.638325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220412 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -26383266.000000 Penalty: 6104.804688
	Iteration 74Q: 3 clusters Score -2.638327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220417 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -26383264.000000 Penalty: 6104.804688
	Iteration 75Q: 3 clusters Score -2.638326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220422 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -26383252.000000 Penalty: 6104.804688
	Iteration 76Q: 3 clusters Score -2.638325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220426 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -26383238.000000 Penalty: 6104.804688
	Iteration 77Q: 3 clusters Score -2.638324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220429 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -26383250.000000 Penalty: 6104.804688
	Iteration 78Q: 3 clusters Score -2.638325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220430 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -26383244.000000 Penalty: 6104.804688
	Iteration 79Q: 3 clusters Score -2.638324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220430 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -26383244.000000 Penalty: 6104.804688
	Iteration 80F: 3 clusters Score -2.638324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Entering Unmasked Estep 
Score: -2067073.750000 Penalty: 2416.401123
	Iteration 0F: 2 clusters Score -2067074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2054937.125000 Penalty: 4832.802246
	Iteration 0F: 3 clusters Score -2054937 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2058982.750000 Penalty: 4832.802246
	Iteration 1F: 3 clusters Score -2058983 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2059449.250000 Penalty: 4832.802246
	Iteration 2F: 3 clusters Score -2059449 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2059841.750000 Penalty: 4832.802246
	Iteration 3F: 3 clusters Score -2059842 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2060246.250000 Penalty: 4832.802246
	Iteration 4Q: 3 clusters Score -2060246 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2060648.500000 Penalty: 4832.802246
	Iteration 5Q: 3 clusters Score -2060648 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2061089.500000 Penalty: 4832.802246
	Iteration 6Q: 3 clusters Score -2061090 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2061633.000000 Penalty: 4832.802246
	Iteration 7Q: 3 clusters Score -2061633 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2062230.000000 Penalty: 4832.802246
	Iteration 8F: 3 clusters Score -2062230 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2062863.000000 Penalty: 4832.802246
	Iteration 9F: 3 clusters Score -2062863 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2063314.375000 Penalty: 4832.802246
	Iteration 10Q: 3 clusters Score -2063314 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2063548.500000 Penalty: 4832.802246
	Iteration 11Q: 3 clusters Score -2063548 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2063655.375000 Penalty: 4832.802246
	Iteration 12Q: 3 clusters Score -2063655 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -2063739.000000 Penalty: 4832.802246
	Iteration 13Q: 3 clusters Score -2063739 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2063775.875000 Penalty: 4832.802246
	Iteration 14Q: 3 clusters Score -2063776 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2063807.750000 Penalty: 4832.802246
	Iteration 15Q: 3 clusters Score -2063808 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2063833.375000 Penalty: 4832.802246
	Iteration 16Q: 3 clusters Score -2063833 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2063863.375000 Penalty: 4832.802246
	Iteration 17Q: 3 clusters Score -2063863 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2063882.750000 Penalty: 4832.802246
	Iteration 18Q: 3 clusters Score -2063883 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2063902.875000 Penalty: 4832.802246
	Iteration 19Q: 3 clusters Score -2063903 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2063915.875000 Penalty: 4832.802246
	Iteration 20F: 3 clusters Score -2063916 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2063923.500000 Penalty: 4832.802246
	Iteration 21Q: 3 clusters Score -2063924 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2063934.625000 Penalty: 4832.802246
	Iteration 22Q: 3 clusters Score -2063935 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2063943.000000 Penalty: 4832.802246
	Iteration 23Q: 3 clusters Score -2063943 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2063954.250000 Penalty: 4832.802246
	Iteration 24Q: 3 clusters Score -2063954 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2063960.875000 Penalty: 4832.802246
	Iteration 25Q: 3 clusters Score -2063961 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2063965.125000 Penalty: 4832.802246
	Iteration 26Q: 3 clusters Score -2063965 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2063978.000000 Penalty: 4832.802246
	Iteration 27Q: 3 clusters Score -2063978 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2063989.250000 Penalty: 4832.802246
	Iteration 28Q: 3 clusters Score -2063989 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2063996.250000 Penalty: 4832.802246
	Iteration 29Q: 3 clusters Score -2063996 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2064026.375000 Penalty: 4832.802246
	Iteration 30Q: 3 clusters Score -2064026 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2064033.000000 Penalty: 4832.802246
	Iteration 31Q: 3 clusters Score -2064033 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2064044.875000 Penalty: 4832.802246
	Iteration 32Q: 3 clusters Score -2064045 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2064058.500000 Penalty: 4832.802246
	Iteration 33Q: 3 clusters Score -2064058 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2064075.000000 Penalty: 4832.802246
	Iteration 34Q: 3 clusters Score -2064075 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2064093.000000 Penalty: 4832.802246
	Iteration 35Q: 3 clusters Score -2064093 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2064107.500000 Penalty: 4832.802246
	Iteration 36Q: 3 clusters Score -2064108 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2064131.375000 Penalty: 4832.802246
	Iteration 37Q: 3 clusters Score -2064131 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2064144.125000 Penalty: 4832.802246
	Iteration 38Q: 3 clusters Score -2064144 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2064165.250000 Penalty: 4832.802246
	Iteration 39Q: 3 clusters Score -2064165 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2064186.875000 Penalty: 4832.802246
	Iteration 40F: 3 clusters Score -2064187 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2064197.000000 Penalty: 4832.802246
	Iteration 41Q: 3 clusters Score -2064197 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2064210.375000 Penalty: 4832.802246
	Iteration 42Q: 3 clusters Score -2064210 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2064224.750000 Penalty: 4832.802246
	Iteration 43Q: 3 clusters Score -2064225 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2064248.500000 Penalty: 4832.802246
	Iteration 44Q: 3 clusters Score -2064248 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2064248.125000 Penalty: 4832.802246
	Iteration 45Q: 3 clusters Score -2064248 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2064248.750000 Penalty: 4832.802246
	Iteration 46Q: 3 clusters Score -2064249 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2064263.125000 Penalty: 4832.802246
	Iteration 47Q: 3 clusters Score -2064263 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2064272.250000 Penalty: 4832.802246
	Iteration 48Q: 3 clusters Score -2064272 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2064287.875000 Penalty: 4832.802246
	Iteration 49Q: 3 clusters Score -2064288 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2064293.375000 Penalty: 4832.802246
	Iteration 50Q: 3 clusters Score -2064293 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2064299.750000 Penalty: 4832.802246
	Iteration 51Q: 3 clusters Score -2064300 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2064317.875000 Penalty: 4832.802246
	Iteration 52Q: 3 clusters Score -2064318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2064320.125000 Penalty: 4832.802246
	Iteration 53Q: 3 clusters Score -2064320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2064320.000000 Penalty: 4832.802246
	Iteration 54Q: 3 clusters Score -2064320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2064320.250000 Penalty: 4832.802246
	Iteration 55Q: 3 clusters Score -2064320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2064320.500000 Penalty: 4832.802246
	Iteration 56Q: 3 clusters Score -2064320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2064322.375000 Penalty: 4832.802246
	Iteration 57Q: 3 clusters Score -2064322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2064326.750000 Penalty: 4832.802246
	Iteration 58Q: 3 clusters Score -2064327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2064335.125000 Penalty: 4832.802246
	Iteration 59Q: 3 clusters Score -2064335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2064336.125000 Penalty: 4832.802246
	Iteration 60F: 3 clusters Score -2064336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2064337.625000 Penalty: 4832.802246
	Iteration 61Q: 3 clusters Score -2064338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2064344.375000 Penalty: 4832.802246
	Iteration 62Q: 3 clusters Score -2064344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2064347.750000 Penalty: 4832.802246
	Iteration 63Q: 3 clusters Score -2064348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2064350.000000 Penalty: 4832.802246
	Iteration 64Q: 3 clusters Score -2064350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2064358.000000 Penalty: 4832.802246
	Iteration 65Q: 3 clusters Score -2064358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2064361.500000 Penalty: 4832.802246
	Iteration 66Q: 3 clusters Score -2064362 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2064373 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2064375 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2064380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2064383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2064389 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2064386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2064401 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2064409 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2064415 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2064421 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2064423 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2064434 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2064443 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2064449 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2064455 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2064456 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2064458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2064457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2064464 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2064461 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2064465 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2064467 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2064470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2064470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2064468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2064471 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2064470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2064474 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2064476 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3832 members 
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	Iteration 96Q: 3 clusters Score -2064476 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2064478 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2064478 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2064483 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2064486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2064492 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2064490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2064501 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2064503 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2064515 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2064519 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2064526 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3549 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2064538 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3518 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2064541 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2064542 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2064555 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2064558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2064557 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2064568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2064576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2064585 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2064597 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 13840 members 
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	Iteration 118Q: 3 clusters Score -2064603 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2064615 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2064620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2064634 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2064640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2064652 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2064661 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2064668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2064681 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2064680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2064687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2064693 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2064704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2064707 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2064717 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2064727 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2064740 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2574 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2064752 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2064756 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2483 members 
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	Iteration 137Q: 3 clusters Score -2064772 nChanged 49
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Mstep: Class 1 contains 2436 members 
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	Iteration 138Q: 3 clusters Score -2064787 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2064800 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2064804 nChanged 49
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Mstep: Class 1 contains 2300 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2064815 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2260 members 
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Entering Unmasked Estep 
Score: -2064822.625000 Penalty: 4832.802246
	Iteration 142Q: 3 clusters Score -2064823 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2064832 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2064848 nChanged 36
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Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2064853 nChanged 27
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Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2064858 nChanged 32
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Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2064866 nChanged 32
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Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2064868 nChanged 19
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Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2064875 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2064880 nChanged 29
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Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2064892 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2064895 nChanged 21
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Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2064903.375000 Penalty: 4832.802246
	Iteration 153Q: 3 clusters Score -2064903 nChanged 15
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Mstep: Class 1 contains 1944 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2064905 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2064910.875000 Penalty: 4832.802246
	Iteration 155Q: 3 clusters Score -2064911 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2064916.250000 Penalty: 4832.802246
	Iteration 156Q: 3 clusters Score -2064916 nChanged 11
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Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2064917 nChanged 9
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Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2064920.625000 Penalty: 4832.802246
	Iteration 158Q: 3 clusters Score -2064921 nChanged 9
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Entering Unmasked Estep 
Score: -2064920.375000 Penalty: 4832.802246
	Iteration 159Q: 3 clusters Score -2064920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2064918.125000 Penalty: 4832.802246
	Iteration 160F: 3 clusters Score -2064918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2064921.750000 Penalty: 4832.802246
	Iteration 161Q: 3 clusters Score -2064922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2064927.750000 Penalty: 4832.802246
	Iteration 162Q: 3 clusters Score -2064928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2064933.250000 Penalty: 4832.802246
	Iteration 163Q: 3 clusters Score -2064933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2064939.250000 Penalty: 4832.802246
	Iteration 164Q: 3 clusters Score -2064939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2064938.500000 Penalty: 4832.802246
	Iteration 165Q: 3 clusters Score -2064938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2064944.375000 Penalty: 4832.802246
	Iteration 166Q: 3 clusters Score -2064944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2064952.500000 Penalty: 4832.802246
	Iteration 167Q: 3 clusters Score -2064952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2064952.750000 Penalty: 4832.802246
	Iteration 168Q: 3 clusters Score -2064953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2064956.375000 Penalty: 4832.802246
	Iteration 169Q: 3 clusters Score -2064956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2064954.500000 Penalty: 4832.802246
	Iteration 170Q: 3 clusters Score -2064954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2064956.750000 Penalty: 4832.802246
	Iteration 171Q: 3 clusters Score -2064957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2064957.375000 Penalty: 4832.802246
	Iteration 172Q: 3 clusters Score -2064957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -2064958.625000 Penalty: 4832.802246
	Iteration 173Q: 3 clusters Score -2064959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2064961.125000 Penalty: 4832.802246
	Iteration 174Q: 3 clusters Score -2064961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2064959.500000 Penalty: 4832.802246
	Iteration 175Q: 3 clusters Score -2064960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2064959.625000 Penalty: 4832.802246
	Iteration 176Q: 3 clusters Score -2064960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2064961.500000 Penalty: 4832.802246
	Iteration 177Q: 3 clusters Score -2064962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2064962.875000 Penalty: 4832.802246
	Iteration 178Q: 3 clusters Score -2064963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2064966.750000 Penalty: 4832.802246
	Iteration 179Q: 3 clusters Score -2064967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2064966.000000 Penalty: 4832.802246
	Iteration 180F: 3 clusters Score -2064966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2064967.125000 Penalty: 4832.802246
	Iteration 181Q: 3 clusters Score -2064967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2064965.375000 Penalty: 4832.802246
	Iteration 182Q: 3 clusters Score -2064965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2064966.125000 Penalty: 4832.802246
	Iteration 183Q: 3 clusters Score -2064966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2064965.250000 Penalty: 4832.802246
	Iteration 184Q: 3 clusters Score -2064965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2064965.250000 Penalty: 4832.802246
	Iteration 185F: 3 clusters Score -2064965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (94475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94475 members 
Entering Unmasked Estep 
Score: -11326360.000000 Penalty: 2841.110596
	Iteration 0F: 2 clusters Score -1.132636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -11263485.000000 Penalty: 5682.221191
	Iteration 0F: 3 clusters Score -1.126348e+07 nChanged 44318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -11288194.000000 Penalty: 5682.221191
	Iteration 1F: 3 clusters Score -1.128819e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49596 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -11288932.000000 Penalty: 5682.221191
	Iteration 2Q: 3 clusters Score -1.128893e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50838 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -11289938.000000 Penalty: 5682.221191
	Iteration 3Q: 3 clusters Score -1.128994e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -11291144.000000 Penalty: 5682.221191
	Iteration 4Q: 3 clusters Score -1.129114e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55608 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -11293014.000000 Penalty: 5682.221191
	Iteration 5Q: 3 clusters Score -1.129301e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -11295937.000000 Penalty: 5682.221191
	Iteration 6F: 3 clusters Score -1.129594e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64613 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -11300229.000000 Penalty: 5682.221191
	Iteration 7F: 3 clusters Score -1.130023e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69919 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -11305236.000000 Penalty: 5682.221191
	Iteration 8F: 3 clusters Score -1.130524e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74541 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -11309979.000000 Penalty: 5682.221191
	Iteration 9F: 3 clusters Score -1.130998e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77902 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -11313486.000000 Penalty: 5682.221191
	Iteration 10Q: 3 clusters Score -1.131349e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80287 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -11315844.000000 Penalty: 5682.221191
	Iteration 11Q: 3 clusters Score -1.131584e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82030 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -11317286.000000 Penalty: 5682.221191
	Iteration 12Q: 3 clusters Score -1.131729e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83515 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -11318296.000000 Penalty: 5682.221191
	Iteration 13Q: 3 clusters Score -1.13183e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84910 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -11319141.000000 Penalty: 5682.221191
	Iteration 14Q: 3 clusters Score -1.131914e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86183 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -11319858.000000 Penalty: 5682.221191
	Iteration 15Q: 3 clusters Score -1.131986e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87329 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -11320511.000000 Penalty: 5682.221191
	Iteration 16Q: 3 clusters Score -1.132051e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88368 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -11321091.000000 Penalty: 5682.221191
	Iteration 17Q: 3 clusters Score -1.132109e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89305 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -11321654.000000 Penalty: 5682.221191
	Iteration 18Q: 3 clusters Score -1.132165e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90117 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -11322069.000000 Penalty: 5682.221191
	Iteration 19Q: 3 clusters Score -1.132207e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90856 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -11322530.000000 Penalty: 5682.221191
	Iteration 20F: 3 clusters Score -1.132253e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91467 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -11322795.000000 Penalty: 5682.221191
	Iteration 21Q: 3 clusters Score -1.13228e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91974 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -11323099.000000 Penalty: 5682.221191
	Iteration 22Q: 3 clusters Score -1.13231e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92376 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -11323253.000000 Penalty: 5682.221191
	Iteration 23Q: 3 clusters Score -1.132325e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92681 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -11323445.000000 Penalty: 5682.221191
	Iteration 24Q: 3 clusters Score -1.132344e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92900 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -11323599.000000 Penalty: 5682.221191
	Iteration 25Q: 3 clusters Score -1.13236e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93074 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -11323691.000000 Penalty: 5682.221191
	Iteration 26Q: 3 clusters Score -1.132369e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93208 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -11323771.000000 Penalty: 5682.221191
	Iteration 27Q: 3 clusters Score -1.132377e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93326 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -11323829.000000 Penalty: 5682.221191
	Iteration 28Q: 3 clusters Score -1.132383e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93421 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -11323870.000000 Penalty: 5682.221191
	Iteration 29Q: 3 clusters Score -1.132387e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93488 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -11323904.000000 Penalty: 5682.221191
	Iteration 30Q: 3 clusters Score -1.13239e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93531 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -11323914.000000 Penalty: 5682.221191
	Iteration 31Q: 3 clusters Score -1.132391e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93559 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -11323921.000000 Penalty: 5682.221191
	Iteration 32Q: 3 clusters Score -1.132392e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93585 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -11323923.000000 Penalty: 5682.221191
	Iteration 33Q: 3 clusters Score -1.132392e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93603 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -11323941.000000 Penalty: 5682.221191
	Iteration 34Q: 3 clusters Score -1.132394e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93617 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -11323948.000000 Penalty: 5682.221191
	Iteration 35Q: 3 clusters Score -1.132395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93628 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -11323965.000000 Penalty: 5682.221191
	Iteration 36Q: 3 clusters Score -1.132396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93632 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -11323965.000000 Penalty: 5682.221191
	Iteration 37Q: 3 clusters Score -1.132396e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93643 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -11323980.000000 Penalty: 5682.221191
	Iteration 38Q: 3 clusters Score -1.132398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93649 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -11323983.000000 Penalty: 5682.221191
	Iteration 39Q: 3 clusters Score -1.132398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93659 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -11323995.000000 Penalty: 5682.221191
	Iteration 40F: 3 clusters Score -1.1324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93666 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -11323989.000000 Penalty: 5682.221191
	Iteration 41Q: 3 clusters Score -1.132399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93670 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -11323984.000000 Penalty: 5682.221191
	Iteration 42Q: 3 clusters Score -1.132398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93674 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -11324002.000000 Penalty: 5682.221191
	Iteration 43Q: 3 clusters Score -1.1324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93680 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -11324001.000000 Penalty: 5682.221191
	Iteration 44Q: 3 clusters Score -1.1324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93686 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -11324005.000000 Penalty: 5682.221191
	Iteration 45Q: 3 clusters Score -1.1324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93688 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -11324000.000000 Penalty: 5682.221191
	Iteration 46Q: 3 clusters Score -1.1324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93691 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -11324005.000000 Penalty: 5682.221191
	Iteration 47Q: 3 clusters Score -1.1324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93693 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -11324006.000000 Penalty: 5682.221191
	Iteration 48Q: 3 clusters Score -1.132401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93694 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -11324007.000000 Penalty: 5682.221191
	Iteration 49Q: 3 clusters Score -1.132401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93694 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -11324001.000000 Penalty: 5682.221191
	Iteration 50Q: 3 clusters Score -1.1324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93695 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -11324003.000000 Penalty: 5682.221191
	Iteration 51Q: 3 clusters Score -1.1324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93696 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -11324003.000000 Penalty: 5682.221191
	Iteration 52Q: 3 clusters Score -1.1324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93696 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -11324003.000000 Penalty: 5682.221191
	Iteration 53F: 3 clusters Score -1.1324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Entering Unmasked Estep 
Score: -4633621.500000 Penalty: 2617.466797
	Iteration 0F: 2 clusters Score -4633622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -4607679.500000 Penalty: 5234.933594
	Iteration 0F: 3 clusters Score -4607680 nChanged 17319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -4617875.500000 Penalty: 5234.933594
	Iteration 1F: 3 clusters Score -4617876 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -4619509.000000 Penalty: 5234.933594
	Iteration 2F: 3 clusters Score -4619509 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -4621587.500000 Penalty: 5234.933594
	Iteration 3F: 3 clusters Score -4621588 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -4624065.000000 Penalty: 5234.933594
	Iteration 4F: 3 clusters Score -4624065 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -4626869.500000 Penalty: 5234.933594
	Iteration 5F: 3 clusters Score -4626870 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -4629662.000000 Penalty: 5234.933594
	Iteration 6F: 3 clusters Score -4629662 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -4631556.500000 Penalty: 5234.933594
	Iteration 7F: 3 clusters Score -4631556 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -4632393.000000 Penalty: 5234.933594
	Iteration 8Q: 3 clusters Score -4632393 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -4632679.500000 Penalty: 5234.933594
	Iteration 9Q: 3 clusters Score -4632680 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -4632815.500000 Penalty: 5234.933594
	Iteration 10Q: 3 clusters Score -4632816 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -4632895.000000 Penalty: 5234.933594
	Iteration 11Q: 3 clusters Score -4632895 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -4632922.500000 Penalty: 5234.933594
	Iteration 12Q: 3 clusters Score -4632922 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -4632987.500000 Penalty: 5234.933594
	Iteration 13Q: 3 clusters Score -4632988 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -4633017.000000 Penalty: 5234.933594
	Iteration 14Q: 3 clusters Score -4633017 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -4633050.500000 Penalty: 5234.933594
	Iteration 15Q: 3 clusters Score -4633050 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -4633054.500000 Penalty: 5234.933594
	Iteration 16Q: 3 clusters Score -4633054 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -4633085.000000 Penalty: 5234.933594
	Iteration 17Q: 3 clusters Score -4633085 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -4633090.000000 Penalty: 5234.933594
	Iteration 18Q: 3 clusters Score -4633090 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -4633103.500000 Penalty: 5234.933594
	Iteration 19Q: 3 clusters Score -4633104 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -4633119.500000 Penalty: 5234.933594
	Iteration 20F: 3 clusters Score -4633120 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -4633115.500000 Penalty: 5234.933594
	Iteration 21Q: 3 clusters Score -4633116 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -4633134.500000 Penalty: 5234.933594
	Iteration 22Q: 3 clusters Score -4633134 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -4633122.000000 Penalty: 5234.933594
	Iteration 23Q: 3 clusters Score -4633122 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -4633130.500000 Penalty: 5234.933594
	Iteration 24Q: 3 clusters Score -4633130 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -4633141.500000 Penalty: 5234.933594
	Iteration 25Q: 3 clusters Score -4633142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -4633139.500000 Penalty: 5234.933594
	Iteration 26Q: 3 clusters Score -4633140 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -4633151.000000 Penalty: 5234.933594
	Iteration 27Q: 3 clusters Score -4633151 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -4633158.000000 Penalty: 5234.933594
	Iteration 28Q: 3 clusters Score -4633158 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -4633151.000000 Penalty: 5234.933594
	Iteration 29Q: 3 clusters Score -4633151 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -4633159.500000 Penalty: 5234.933594
	Iteration 30Q: 3 clusters Score -4633160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -4633163.500000 Penalty: 5234.933594
	Iteration 31Q: 3 clusters Score -4633164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -4633177.500000 Penalty: 5234.933594
	Iteration 32Q: 3 clusters Score -4633178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -4633189.000000 Penalty: 5234.933594
	Iteration 33Q: 3 clusters Score -4633189 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -4633190.500000 Penalty: 5234.933594
	Iteration 34Q: 3 clusters Score -4633190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -4633194.500000 Penalty: 5234.933594
	Iteration 35Q: 3 clusters Score -4633194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -4633201.500000 Penalty: 5234.933594
	Iteration 36Q: 3 clusters Score -4633202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -4633209.000000 Penalty: 5234.933594
	Iteration 37Q: 3 clusters Score -4633209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -4633201.500000 Penalty: 5234.933594
	Iteration 38Q: 3 clusters Score -4633202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -4633198.000000 Penalty: 5234.933594
	Iteration 39Q: 3 clusters Score -4633198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -4633193.500000 Penalty: 5234.933594
	Iteration 40F: 3 clusters Score -4633194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -4633204.500000 Penalty: 5234.933594
	Iteration 41Q: 3 clusters Score -4633204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -4633206.000000 Penalty: 5234.933594
	Iteration 42Q: 3 clusters Score -4633206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -4633202.000000 Penalty: 5234.933594
	Iteration 43Q: 3 clusters Score -4633202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -4633212.500000 Penalty: 5234.933594
	Iteration 44Q: 3 clusters Score -4633212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -4633213.500000 Penalty: 5234.933594
	Iteration 45Q: 3 clusters Score -4633214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -4633211.500000 Penalty: 5234.933594
	Iteration 46Q: 3 clusters Score -4633212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -4633213.500000 Penalty: 5234.933594
	Iteration 47Q: 3 clusters Score -4633214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -4633213.500000 Penalty: 5234.933594
	Iteration 48Q: 3 clusters Score -4633214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -4633226.000000 Penalty: 5234.933594
	Iteration 49Q: 3 clusters Score -4633226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -4633217.000000 Penalty: 5234.933594
	Iteration 50Q: 3 clusters Score -4633217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -4633225.500000 Penalty: 5234.933594
	Iteration 51Q: 3 clusters Score -4633226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -4633222.000000 Penalty: 5234.933594
	Iteration 52Q: 3 clusters Score -4633222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -4633222.500000 Penalty: 5234.933594
	Iteration 53Q: 3 clusters Score -4633222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -4633225.500000 Penalty: 5234.933594
	Iteration 54Q: 3 clusters Score -4633226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -4633229.000000 Penalty: 5234.933594
	Iteration 55Q: 3 clusters Score -4633229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -4633227.500000 Penalty: 5234.933594
	Iteration 56Q: 3 clusters Score -4633228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -4633229.500000 Penalty: 5234.933594
	Iteration 57Q: 3 clusters Score -4633230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -4633230.500000 Penalty: 5234.933594
	Iteration 58Q: 3 clusters Score -4633230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -4633224.500000 Penalty: 5234.933594
	Iteration 59Q: 3 clusters Score -4633224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -4633229.500000 Penalty: 5234.933594
	Iteration 60F: 3 clusters Score -4633230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -4633230.000000 Penalty: 5234.933594
	Iteration 61Q: 3 clusters Score -4633230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -4633228.000000 Penalty: 5234.933594
	Iteration 62Q: 3 clusters Score -4633228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -4633238.500000 Penalty: 5234.933594
	Iteration 63Q: 3 clusters Score -4633238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -4633227.000000 Penalty: 5234.933594
	Iteration 64Q: 3 clusters Score -4633227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -4633229.500000 Penalty: 5234.933594
	Iteration 65Q: 3 clusters Score -4633230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -4633233.000000 Penalty: 5234.933594
	Iteration 66Q: 3 clusters Score -4633233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -4633239.000000 Penalty: 5234.933594
	Iteration 67Q: 3 clusters Score -4633239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -4633240.000000 Penalty: 5234.933594
	Iteration 68Q: 3 clusters Score -4633240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -4633240.000000 Penalty: 5234.933594
	Iteration 69F: 3 clusters Score -4633240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Entering Unmasked Estep 
Score: -4164926.750000 Penalty: 2592.163818
	Iteration 0F: 2 clusters Score -4164927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -4141326.000000 Penalty: 5184.327637
	Iteration 0F: 3 clusters Score -4141326 nChanged 15688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -4150183.500000 Penalty: 5184.327637
	Iteration 1F: 3 clusters Score -4150184 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -4150800.750000 Penalty: 5184.327637
	Iteration 2Q: 3 clusters Score -4150801 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -4151494.750000 Penalty: 5184.327637
	Iteration 3Q: 3 clusters Score -4151495 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -4152160.750000 Penalty: 5184.327637
	Iteration 4Q: 3 clusters Score -4152161 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -4152981.750000 Penalty: 5184.327637
	Iteration 5Q: 3 clusters Score -4152982 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -4154131.500000 Penalty: 5184.327637
	Iteration 6F: 3 clusters Score -4154132 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -4155632.500000 Penalty: 5184.327637
	Iteration 7F: 3 clusters Score -4155632 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -4157358.250000 Penalty: 5184.327637
	Iteration 8F: 3 clusters Score -4157358 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -4159082.250000 Penalty: 5184.327637
	Iteration 9F: 3 clusters Score -4159082 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -4160631.500000 Penalty: 5184.327637
	Iteration 10F: 3 clusters Score -4160632 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -4161960.000000 Penalty: 5184.327637
	Iteration 11Q: 3 clusters Score -4161960 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -4162875.000000 Penalty: 5184.327637
	Iteration 12Q: 3 clusters Score -4162875 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -4163233.750000 Penalty: 5184.327637
	Iteration 13Q: 3 clusters Score -4163234 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -4163367.250000 Penalty: 5184.327637
	Iteration 14Q: 3 clusters Score -4163367 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -4163434.500000 Penalty: 5184.327637
	Iteration 15Q: 3 clusters Score -4163434 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -4163460.750000 Penalty: 5184.327637
	Iteration 16Q: 3 clusters Score -4163461 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -4163479.000000 Penalty: 5184.327637
	Iteration 17Q: 3 clusters Score -4163479 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -4163489.750000 Penalty: 5184.327637
	Iteration 18Q: 3 clusters Score -4163490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -4163493.750000 Penalty: 5184.327637
	Iteration 19Q: 3 clusters Score -4163494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -4163505.500000 Penalty: 5184.327637
	Iteration 20F: 3 clusters Score -4163506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -4163518.000000 Penalty: 5184.327637
	Iteration 21Q: 3 clusters Score -4163518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -4163513.500000 Penalty: 5184.327637
	Iteration 22Q: 3 clusters Score -4163514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -4163523.750000 Penalty: 5184.327637
	Iteration 23Q: 3 clusters Score -4163524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -4163529.250000 Penalty: 5184.327637
	Iteration 24Q: 3 clusters Score -4163529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -4163533.250000 Penalty: 5184.327637
	Iteration 25Q: 3 clusters Score -4163533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -4163539.500000 Penalty: 5184.327637
	Iteration 26Q: 3 clusters Score -4163540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -4163539.500000 Penalty: 5184.327637
	Iteration 27Q: 3 clusters Score -4163540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -4163540.250000 Penalty: 5184.327637
	Iteration 28Q: 3 clusters Score -4163540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -4163543.000000 Penalty: 5184.327637
	Iteration 29Q: 3 clusters Score -4163543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -4163543.000000 Penalty: 5184.327637
	Iteration 30Q: 3 clusters Score -4163543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -4163543.500000 Penalty: 5184.327637
	Iteration 31Q: 3 clusters Score -4163544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -4163549.500000 Penalty: 5184.327637
	Iteration 32Q: 3 clusters Score -4163550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -4163550.000000 Penalty: 5184.327637
	Iteration 33Q: 3 clusters Score -4163550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -4163546.250000 Penalty: 5184.327637
	Iteration 34Q: 3 clusters Score -4163546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -4163551.750000 Penalty: 5184.327637
	Iteration 35Q: 3 clusters Score -4163552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -4163559.250000 Penalty: 5184.327637
	Iteration 36Q: 3 clusters Score -4163559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -4163553.500000 Penalty: 5184.327637
	Iteration 37Q: 3 clusters Score -4163554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -4163553.000000 Penalty: 5184.327637
	Iteration 38Q: 3 clusters Score -4163553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -4163554.750000 Penalty: 5184.327637
	Iteration 39Q: 3 clusters Score -4163555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -4163557.250000 Penalty: 5184.327637
	Iteration 40F: 3 clusters Score -4163557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -4163558.750000 Penalty: 5184.327637
	Iteration 41Q: 3 clusters Score -4163559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -4163561.250000 Penalty: 5184.327637
	Iteration 42Q: 3 clusters Score -4163561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -4163558.250000 Penalty: 5184.327637
	Iteration 43Q: 3 clusters Score -4163558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -4163554.750000 Penalty: 5184.327637
	Iteration 44Q: 3 clusters Score -4163555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -4163557.000000 Penalty: 5184.327637
	Iteration 45Q: 3 clusters Score -4163557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -4163559.000000 Penalty: 5184.327637
	Iteration 46Q: 3 clusters Score -4163559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -4163551.500000 Penalty: 5184.327637
	Iteration 47Q: 3 clusters Score -4163552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -4163553.500000 Penalty: 5184.327637
	Iteration 48Q: 3 clusters Score -4163554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -4163556.750000 Penalty: 5184.327637
	Iteration 49Q: 3 clusters Score -4163557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -4163552.500000 Penalty: 5184.327637
	Iteration 50Q: 3 clusters Score -4163552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -4163559.750000 Penalty: 5184.327637
	Iteration 51Q: 3 clusters Score -4163560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -4163560.750000 Penalty: 5184.327637
	Iteration 52Q: 3 clusters Score -4163561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -4163560.000000 Penalty: 5184.327637
	Iteration 53Q: 3 clusters Score -4163560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -4163564.000000 Penalty: 5184.327637
	Iteration 54Q: 3 clusters Score -4163564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -4163566.500000 Penalty: 5184.327637
	Iteration 55Q: 3 clusters Score -4163566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -4163566.250000 Penalty: 5184.327637
	Iteration 56Q: 3 clusters Score -4163566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -4163566.750000 Penalty: 5184.327637
	Iteration 57Q: 3 clusters Score -4163567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -4163566.750000 Penalty: 5184.327637
	Iteration 58F: 3 clusters Score -4163567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Entering Unmasked Estep 
Score: -502091.625000 Penalty: 2079.714355
	Iteration 0F: 2 clusters Score -502091.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -497926.718750 Penalty: 4159.428711
	Iteration 0F: 3 clusters Score -497926.7 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -498936.000000 Penalty: 4159.428711
	Iteration 1F: 3 clusters Score -498936 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -499241.000000 Penalty: 4159.428711
	Iteration 2F: 3 clusters Score -499241 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -499498.062500 Penalty: 4159.428711
	Iteration 3F: 3 clusters Score -499498.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -499690.812500 Penalty: 4159.428711
	Iteration 4F: 3 clusters Score -499690.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -499850.562500 Penalty: 4159.428711
	Iteration 5F: 3 clusters Score -499850.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -499971.406250 Penalty: 4159.428711
	Iteration 6Q: 3 clusters Score -499971.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -500078.250000 Penalty: 4159.428711
	Iteration 7Q: 3 clusters Score -500078.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -500174.156250 Penalty: 4159.428711
	Iteration 8Q: 3 clusters Score -500174.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -500264.781250 Penalty: 4159.428711
	Iteration 9Q: 3 clusters Score -500264.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -500340.468750 Penalty: 4159.428711
	Iteration 10Q: 3 clusters Score -500340.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -500401.750000 Penalty: 4159.428711
	Iteration 11Q: 3 clusters Score -500401.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -500462.718750 Penalty: 4159.428711
	Iteration 12Q: 3 clusters Score -500462.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -500517.250000 Penalty: 4159.428711
	Iteration 13Q: 3 clusters Score -500517.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -500568.437500 Penalty: 4159.428711
	Iteration 14Q: 3 clusters Score -500568.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -500596.656250 Penalty: 4159.428711
	Iteration 15Q: 3 clusters Score -500596.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -500612.125000 Penalty: 4159.428711
	Iteration 16Q: 3 clusters Score -500612.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -500623.843750 Penalty: 4159.428711
	Iteration 17Q: 3 clusters Score -500623.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -500630.312500 Penalty: 4159.428711
	Iteration 18Q: 3 clusters Score -500630.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -500636.437500 Penalty: 4159.428711
	Iteration 19Q: 3 clusters Score -500636.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -500641.687500 Penalty: 4159.428711
	Iteration 20F: 3 clusters Score -500641.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -500648.281250 Penalty: 4159.428711
	Iteration 21Q: 3 clusters Score -500648.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -500651.625000 Penalty: 4159.428711
	Iteration 22Q: 3 clusters Score -500651.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -500656.593750 Penalty: 4159.428711
	Iteration 23Q: 3 clusters Score -500656.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -500660.843750 Penalty: 4159.428711
	Iteration 24Q: 3 clusters Score -500660.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -500666.093750 Penalty: 4159.428711
	Iteration 25Q: 3 clusters Score -500666.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -500667.562500 Penalty: 4159.428711
	Iteration 26Q: 3 clusters Score -500667.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -500669.625000 Penalty: 4159.428711
	Iteration 27Q: 3 clusters Score -500669.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -500670.156250 Penalty: 4159.428711
	Iteration 28Q: 3 clusters Score -500670.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -500671.125000 Penalty: 4159.428711
	Iteration 29Q: 3 clusters Score -500671.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -500673.875000 Penalty: 4159.428711
	Iteration 30Q: 3 clusters Score -500673.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -500673.718750 Penalty: 4159.428711
	Iteration 31Q: 3 clusters Score -500673.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -500673.812500 Penalty: 4159.428711
	Iteration 32Q: 3 clusters Score -500673.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -500673.812500 Penalty: 4159.428711
	Iteration 33F: 3 clusters Score -500673.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (157799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157799 members 
Entering Unmasked Estep 
Score: -18777678.000000 Penalty: 2968.331055
	Iteration 0F: 2 clusters Score -1.877768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78928 members 
Mstep: Class 2 contains 78871 members 
Entering Unmasked Estep 
Score: -18674612.000000 Penalty: 5936.662109
	Iteration 0F: 3 clusters Score -1.867461e+07 nChanged 75835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80021 members 
Mstep: Class 2 contains 77778 members 
Entering Unmasked Estep 
Score: -18718750.000000 Penalty: 5936.662109
	Iteration 1F: 3 clusters Score -1.871875e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80597 members 
Mstep: Class 2 contains 77202 members 
Entering Unmasked Estep 
Score: -18720088.000000 Penalty: 5936.662109
	Iteration 2Q: 3 clusters Score -1.872009e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81545 members 
Mstep: Class 2 contains 76254 members 
Entering Unmasked Estep 
Score: -18722096.000000 Penalty: 5936.662109
	Iteration 3Q: 3 clusters Score -1.87221e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83265 members 
Mstep: Class 2 contains 74534 members 
Entering Unmasked Estep 
Score: -18725308.000000 Penalty: 5936.662109
	Iteration 4Q: 3 clusters Score -1.872531e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86313 members 
Mstep: Class 2 contains 71486 members 
Entering Unmasked Estep 
Score: -18729798.000000 Penalty: 5936.662109
	Iteration 5F: 3 clusters Score -1.87298e+07 nChanged 10315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91016 members 
Mstep: Class 2 contains 66783 members 
Entering Unmasked Estep 
Score: -18736530.000000 Penalty: 5936.662109
	Iteration 6F: 3 clusters Score -1.873653e+07 nChanged 11666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97102 members 
Mstep: Class 2 contains 60697 members 
Entering Unmasked Estep 
Score: -18745626.000000 Penalty: 5936.662109
	Iteration 7F: 3 clusters Score -1.874563e+07 nChanged 11611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103475 members 
Mstep: Class 2 contains 54324 members 
Entering Unmasked Estep 
Score: -18755560.000000 Penalty: 5936.662109
	Iteration 8F: 3 clusters Score -1.875556e+07 nChanged 9211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108668 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -18762450.000000 Penalty: 5936.662109
	Iteration 9F: 3 clusters Score -1.876245e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112728 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -18766012.000000 Penalty: 5936.662109
	Iteration 10Q: 3 clusters Score -1.876601e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116229 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -18768102.000000 Penalty: 5936.662109
	Iteration 11Q: 3 clusters Score -1.87681e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119515 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -18769510.000000 Penalty: 5936.662109
	Iteration 12Q: 3 clusters Score -1.876951e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122484 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -18770628.000000 Penalty: 5936.662109
	Iteration 13Q: 3 clusters Score -1.877063e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125253 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -18771612.000000 Penalty: 5936.662109
	Iteration 14Q: 3 clusters Score -1.877161e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127777 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -18772194.000000 Penalty: 5936.662109
	Iteration 15Q: 3 clusters Score -1.877219e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130109 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -18772624.000000 Penalty: 5936.662109
	Iteration 16Q: 3 clusters Score -1.877262e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132379 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -18773134.000000 Penalty: 5936.662109
	Iteration 17Q: 3 clusters Score -1.877313e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134534 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -18773644.000000 Penalty: 5936.662109
	Iteration 18Q: 3 clusters Score -1.877364e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136636 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -18774152.000000 Penalty: 5936.662109
	Iteration 19Q: 3 clusters Score -1.877415e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138570 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -18774402.000000 Penalty: 5936.662109
	Iteration 20F: 3 clusters Score -1.87744e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140433 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -18774786.000000 Penalty: 5936.662109
	Iteration 21Q: 3 clusters Score -1.877479e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142080 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -18775044.000000 Penalty: 5936.662109
	Iteration 22Q: 3 clusters Score -1.877504e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143589 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -18775320.000000 Penalty: 5936.662109
	Iteration 23Q: 3 clusters Score -1.877532e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144993 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -18775396.000000 Penalty: 5936.662109
	Iteration 24Q: 3 clusters Score -1.87754e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146300 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -18775578.000000 Penalty: 5936.662109
	Iteration 25Q: 3 clusters Score -1.877558e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147520 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -18775812.000000 Penalty: 5936.662109
	Iteration 26Q: 3 clusters Score -1.877581e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148642 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -18775948.000000 Penalty: 5936.662109
	Iteration 27Q: 3 clusters Score -1.877595e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149717 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -18776026.000000 Penalty: 5936.662109
	Iteration 28Q: 3 clusters Score -1.877603e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150702 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -18776162.000000 Penalty: 5936.662109
	Iteration 29Q: 3 clusters Score -1.877616e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151533 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -18776206.000000 Penalty: 5936.662109
	Iteration 30Q: 3 clusters Score -1.877621e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152233 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -18776292.000000 Penalty: 5936.662109
	Iteration 31Q: 3 clusters Score -1.877629e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152849 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -18776330.000000 Penalty: 5936.662109
	Iteration 32Q: 3 clusters Score -1.877633e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153407 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -18776364.000000 Penalty: 5936.662109
	Iteration 33Q: 3 clusters Score -1.877636e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153864 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -18776408.000000 Penalty: 5936.662109
	Iteration 34Q: 3 clusters Score -1.877641e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154235 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -18776398.000000 Penalty: 5936.662109
	Iteration 35Q: 3 clusters Score -1.87764e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154523 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -18776404.000000 Penalty: 5936.662109
	Iteration 36Q: 3 clusters Score -1.87764e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154758 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -18776414.000000 Penalty: 5936.662109
	Iteration 37Q: 3 clusters Score -1.877641e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154974 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -18776370.000000 Penalty: 5936.662109
	Iteration 38Q: 3 clusters Score -1.877637e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155158 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -18776368.000000 Penalty: 5936.662109
	Iteration 39Q: 3 clusters Score -1.877637e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155309 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -18776376.000000 Penalty: 5936.662109
	Iteration 40F: 3 clusters Score -1.877638e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155432 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -18776384.000000 Penalty: 5936.662109
	Iteration 41Q: 3 clusters Score -1.877638e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155519 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -18776364.000000 Penalty: 5936.662109
	Iteration 42Q: 3 clusters Score -1.877636e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155597 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -18776356.000000 Penalty: 5936.662109
	Iteration 43Q: 3 clusters Score -1.877636e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155671 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -18776360.000000 Penalty: 5936.662109
	Iteration 44Q: 3 clusters Score -1.877636e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155736 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -18776336.000000 Penalty: 5936.662109
	Iteration 45Q: 3 clusters Score -1.877634e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155781 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -18776314.000000 Penalty: 5936.662109
	Iteration 46Q: 3 clusters Score -1.877631e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155814 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -18776304.000000 Penalty: 5936.662109
	Iteration 47Q: 3 clusters Score -1.87763e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155842 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -18776292.000000 Penalty: 5936.662109
	Iteration 48Q: 3 clusters Score -1.877629e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155871 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -18776294.000000 Penalty: 5936.662109
	Iteration 49Q: 3 clusters Score -1.877629e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155896 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -18776286.000000 Penalty: 5936.662109
	Iteration 50Q: 3 clusters Score -1.877629e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155913 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -18776266.000000 Penalty: 5936.662109
	Iteration 51Q: 3 clusters Score -1.877627e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155932 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -18776246.000000 Penalty: 5936.662109
	Iteration 52Q: 3 clusters Score -1.877625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155947 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -18776246.000000 Penalty: 5936.662109
	Iteration 53Q: 3 clusters Score -1.877625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155955 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -18776232.000000 Penalty: 5936.662109
	Iteration 54Q: 3 clusters Score -1.877623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155966 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -18776250.000000 Penalty: 5936.662109
	Iteration 55Q: 3 clusters Score -1.877625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155974 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -18776248.000000 Penalty: 5936.662109
	Iteration 56Q: 3 clusters Score -1.877625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155976 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -18776254.000000 Penalty: 5936.662109
	Iteration 57Q: 3 clusters Score -1.877625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155976 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -18776254.000000 Penalty: 5936.662109
	Iteration 58F: 3 clusters Score -1.877625e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Entering Unmasked Estep 
Score: -1310653.625000 Penalty: 2305.809570
	Iteration 0F: 2 clusters Score -1310654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1302482.625000 Penalty: 4611.619141
	Iteration 0F: 3 clusters Score -1302483 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1304865.500000 Penalty: 4611.619141
	Iteration 1F: 3 clusters Score -1304866 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1305162.500000 Penalty: 4611.619141
	Iteration 2F: 3 clusters Score -1305162 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1305359.125000 Penalty: 4611.619141
	Iteration 3Q: 3 clusters Score -1305359 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1305513.250000 Penalty: 4611.619141
	Iteration 4Q: 3 clusters Score -1305513 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1305647.875000 Penalty: 4611.619141
	Iteration 5Q: 3 clusters Score -1305648 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1305774.750000 Penalty: 4611.619141
	Iteration 6Q: 3 clusters Score -1305775 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1305910.500000 Penalty: 4611.619141
	Iteration 7Q: 3 clusters Score -1305910 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1306052.500000 Penalty: 4611.619141
	Iteration 8Q: 3 clusters Score -1306052 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1306229.750000 Penalty: 4611.619141
	Iteration 9Q: 3 clusters Score -1306230 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1306424.500000 Penalty: 4611.619141
	Iteration 10Q: 3 clusters Score -1306424 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1306610.875000 Penalty: 4611.619141
	Iteration 11Q: 3 clusters Score -1306611 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1306822.250000 Penalty: 4611.619141
	Iteration 12Q: 3 clusters Score -1306822 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1307041.375000 Penalty: 4611.619141
	Iteration 13Q: 3 clusters Score -1307041 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1307265.250000 Penalty: 4611.619141
	Iteration 14Q: 3 clusters Score -1307265 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1307463.500000 Penalty: 4611.619141
	Iteration 15Q: 3 clusters Score -1307464 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1307638.875000 Penalty: 4611.619141
	Iteration 16Q: 3 clusters Score -1307639 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1307782.375000 Penalty: 4611.619141
	Iteration 17Q: 3 clusters Score -1307782 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1307888.000000 Penalty: 4611.619141
	Iteration 18Q: 3 clusters Score -1307888 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1307974.625000 Penalty: 4611.619141
	Iteration 19Q: 3 clusters Score -1307975 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1308043.875000 Penalty: 4611.619141
	Iteration 20F: 3 clusters Score -1308044 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1308090.750000 Penalty: 4611.619141
	Iteration 21Q: 3 clusters Score -1308091 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1308128.000000 Penalty: 4611.619141
	Iteration 22Q: 3 clusters Score -1308128 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1308158.250000 Penalty: 4611.619141
	Iteration 23Q: 3 clusters Score -1308158 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1308188.750000 Penalty: 4611.619141
	Iteration 24Q: 3 clusters Score -1308189 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1308231.875000 Penalty: 4611.619141
	Iteration 25Q: 3 clusters Score -1308232 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1308274.250000 Penalty: 4611.619141
	Iteration 26Q: 3 clusters Score -1308274 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1308324.250000 Penalty: 4611.619141
	Iteration 27Q: 3 clusters Score -1308324 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1308378.750000 Penalty: 4611.619141
	Iteration 28Q: 3 clusters Score -1308379 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1308429.125000 Penalty: 4611.619141
	Iteration 29Q: 3 clusters Score -1308429 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1308482.875000 Penalty: 4611.619141
	Iteration 30Q: 3 clusters Score -1308483 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1308519.000000 Penalty: 4611.619141
	Iteration 31Q: 3 clusters Score -1308519 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1308551.750000 Penalty: 4611.619141
	Iteration 32Q: 3 clusters Score -1308552 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1308578.625000 Penalty: 4611.619141
	Iteration 33Q: 3 clusters Score -1308579 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1308602.875000 Penalty: 4611.619141
	Iteration 34Q: 3 clusters Score -1308603 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1308627.875000 Penalty: 4611.619141
	Iteration 35Q: 3 clusters Score -1308628 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1308646.875000 Penalty: 4611.619141
	Iteration 36Q: 3 clusters Score -1308647 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1308666.500000 Penalty: 4611.619141
	Iteration 37Q: 3 clusters Score -1308666 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1308681.375000 Penalty: 4611.619141
	Iteration 38Q: 3 clusters Score -1308681 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1308699.625000 Penalty: 4611.619141
	Iteration 39Q: 3 clusters Score -1308700 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1308720.000000 Penalty: 4611.619141
	Iteration 40F: 3 clusters Score -1308720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1308739.375000 Penalty: 4611.619141
	Iteration 41Q: 3 clusters Score -1308739 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1308758.125000 Penalty: 4611.619141
	Iteration 42Q: 3 clusters Score -1308758 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1308770.375000 Penalty: 4611.619141
	Iteration 43Q: 3 clusters Score -1308770 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1308787.375000 Penalty: 4611.619141
	Iteration 44Q: 3 clusters Score -1308787 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1308793.500000 Penalty: 4611.619141
	Iteration 45Q: 3 clusters Score -1308794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1308808.625000 Penalty: 4611.619141
	Iteration 46Q: 3 clusters Score -1308809 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1308818.875000 Penalty: 4611.619141
	Iteration 47Q: 3 clusters Score -1308819 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1308827.625000 Penalty: 4611.619141
	Iteration 48Q: 3 clusters Score -1308828 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1308836.250000 Penalty: 4611.619141
	Iteration 49Q: 3 clusters Score -1308836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1308851.000000 Penalty: 4611.619141
	Iteration 50Q: 3 clusters Score -1308851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1308861.000000 Penalty: 4611.619141
	Iteration 51Q: 3 clusters Score -1308861 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1308864.750000 Penalty: 4611.619141
	Iteration 52Q: 3 clusters Score -1308865 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1308871.500000 Penalty: 4611.619141
	Iteration 53Q: 3 clusters Score -1308872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1308880.250000 Penalty: 4611.619141
	Iteration 54Q: 3 clusters Score -1308880 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1308888.375000 Penalty: 4611.619141
	Iteration 55Q: 3 clusters Score -1308888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1308895.125000 Penalty: 4611.619141
	Iteration 56Q: 3 clusters Score -1308895 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1308903.875000 Penalty: 4611.619141
	Iteration 57Q: 3 clusters Score -1308904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1308912.375000 Penalty: 4611.619141
	Iteration 58Q: 3 clusters Score -1308912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1308921.125000 Penalty: 4611.619141
	Iteration 59Q: 3 clusters Score -1308921 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1308923.250000 Penalty: 4611.619141
	Iteration 60F: 3 clusters Score -1308923 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1308932.500000 Penalty: 4611.619141
	Iteration 61Q: 3 clusters Score -1308932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1308939.500000 Penalty: 4611.619141
	Iteration 62Q: 3 clusters Score -1308940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1308941.500000 Penalty: 4611.619141
	Iteration 63Q: 3 clusters Score -1308942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1308945.375000 Penalty: 4611.619141
	Iteration 64Q: 3 clusters Score -1308945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1308950.625000 Penalty: 4611.619141
	Iteration 65Q: 3 clusters Score -1308951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1308955.750000 Penalty: 4611.619141
	Iteration 66Q: 3 clusters Score -1308956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1308958.250000 Penalty: 4611.619141
	Iteration 67Q: 3 clusters Score -1308958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1308961.750000 Penalty: 4611.619141
	Iteration 68Q: 3 clusters Score -1308962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1308966.625000 Penalty: 4611.619141
	Iteration 69Q: 3 clusters Score -1308967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1308969.750000 Penalty: 4611.619141
	Iteration 70Q: 3 clusters Score -1308970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1308969.375000 Penalty: 4611.619141
	Iteration 71Q: 3 clusters Score -1308969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1308971.500000 Penalty: 4611.619141
	Iteration 72Q: 3 clusters Score -1308972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1308975.250000 Penalty: 4611.619141
	Iteration 73Q: 3 clusters Score -1308975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1308979.125000 Penalty: 4611.619141
	Iteration 74Q: 3 clusters Score -1308979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1308986.000000 Penalty: 4611.619141
	Iteration 75Q: 3 clusters Score -1308986 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1308998.500000 Penalty: 4611.619141
	Iteration 76Q: 3 clusters Score -1308998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1309006.375000 Penalty: 4611.619141
	Iteration 77Q: 3 clusters Score -1309006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1309013.250000 Penalty: 4611.619141
	Iteration 78Q: 3 clusters Score -1309013 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1309021.500000 Penalty: 4611.619141
	Iteration 79Q: 3 clusters Score -1309022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1309023.500000 Penalty: 4611.619141
	Iteration 80F: 3 clusters Score -1309024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1309028.750000 Penalty: 4611.619141
	Iteration 81Q: 3 clusters Score -1309029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1309030.000000 Penalty: 4611.619141
	Iteration 82Q: 3 clusters Score -1309030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1309039.500000 Penalty: 4611.619141
	Iteration 83Q: 3 clusters Score -1309040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1309042.125000 Penalty: 4611.619141
	Iteration 84Q: 3 clusters Score -1309042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1309040.750000 Penalty: 4611.619141
	Iteration 85Q: 3 clusters Score -1309041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1309041.250000 Penalty: 4611.619141
	Iteration 86Q: 3 clusters Score -1309041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1309048.000000 Penalty: 4611.619141
	Iteration 87Q: 3 clusters Score -1309048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1309047.875000 Penalty: 4611.619141
	Iteration 88Q: 3 clusters Score -1309048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1309049.000000 Penalty: 4611.619141
	Iteration 89Q: 3 clusters Score -1309049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1309046.625000 Penalty: 4611.619141
	Iteration 90Q: 3 clusters Score -1309047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1309049.750000 Penalty: 4611.619141
	Iteration 91Q: 3 clusters Score -1309050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1309048.250000 Penalty: 4611.619141
	Iteration 92Q: 3 clusters Score -1309048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1309051.000000 Penalty: 4611.619141
	Iteration 93Q: 3 clusters Score -1309051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1309055.875000 Penalty: 4611.619141
	Iteration 94Q: 3 clusters Score -1309056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1309056.750000 Penalty: 4611.619141
	Iteration 95Q: 3 clusters Score -1309057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1309059.250000 Penalty: 4611.619141
	Iteration 96Q: 3 clusters Score -1309059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1309062.500000 Penalty: 4611.619141
	Iteration 97Q: 3 clusters Score -1309062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1309063.875000 Penalty: 4611.619141
	Iteration 98Q: 3 clusters Score -1309064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1309065.875000 Penalty: 4611.619141
	Iteration 99Q: 3 clusters Score -1309066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1309069.000000 Penalty: 4611.619141
	Iteration 100F: 3 clusters Score -1309069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1309068.625000 Penalty: 4611.619141
	Iteration 101Q: 3 clusters Score -1309069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1309068.750000 Penalty: 4611.619141
	Iteration 102Q: 3 clusters Score -1309069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1309070.750000 Penalty: 4611.619141
	Iteration 103Q: 3 clusters Score -1309071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1309071.625000 Penalty: 4611.619141
	Iteration 104Q: 3 clusters Score -1309072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1309075.375000 Penalty: 4611.619141
	Iteration 105Q: 3 clusters Score -1309075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1309077.125000 Penalty: 4611.619141
	Iteration 106Q: 3 clusters Score -1309077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1309079.000000 Penalty: 4611.619141
	Iteration 107Q: 3 clusters Score -1309079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1309081.250000 Penalty: 4611.619141
	Iteration 108Q: 3 clusters Score -1309081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1309081.500000 Penalty: 4611.619141
	Iteration 109Q: 3 clusters Score -1309082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1309082.625000 Penalty: 4611.619141
	Iteration 110Q: 3 clusters Score -1309083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1309082.500000 Penalty: 4611.619141
	Iteration 111Q: 3 clusters Score -1309082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1309082.125000 Penalty: 4611.619141
	Iteration 112Q: 3 clusters Score -1309082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1309084.875000 Penalty: 4611.619141
	Iteration 113Q: 3 clusters Score -1309085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1309085.250000 Penalty: 4611.619141
	Iteration 114Q: 3 clusters Score -1309085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1309086.250000 Penalty: 4611.619141
	Iteration 115Q: 3 clusters Score -1309086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1309087.375000 Penalty: 4611.619141
	Iteration 116Q: 3 clusters Score -1309087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1309087.000000 Penalty: 4611.619141
	Iteration 117Q: 3 clusters Score -1309087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1309089.125000 Penalty: 4611.619141
	Iteration 118Q: 3 clusters Score -1309089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1309091.500000 Penalty: 4611.619141
	Iteration 119Q: 3 clusters Score -1309092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1309092.875000 Penalty: 4611.619141
	Iteration 120F: 3 clusters Score -1309093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1309094.625000 Penalty: 4611.619141
	Iteration 121Q: 3 clusters Score -1309095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1309094.500000 Penalty: 4611.619141
	Iteration 122Q: 3 clusters Score -1309094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1309097.875000 Penalty: 4611.619141
	Iteration 123Q: 3 clusters Score -1309098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1309096.250000 Penalty: 4611.619141
	Iteration 124Q: 3 clusters Score -1309096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1309097.125000 Penalty: 4611.619141
	Iteration 125Q: 3 clusters Score -1309097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1309101.500000 Penalty: 4611.619141
	Iteration 126Q: 3 clusters Score -1309102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1309099.500000 Penalty: 4611.619141
	Iteration 127Q: 3 clusters Score -1309100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1309102.000000 Penalty: 4611.619141
	Iteration 128Q: 3 clusters Score -1309102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1309103.000000 Penalty: 4611.619141
	Iteration 129Q: 3 clusters Score -1309103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1309103.500000 Penalty: 4611.619141
	Iteration 130Q: 3 clusters Score -1309104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1309103.500000 Penalty: 4611.619141
	Iteration 131Q: 3 clusters Score -1309104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1309106.875000 Penalty: 4611.619141
	Iteration 132Q: 3 clusters Score -1309107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1309106.250000 Penalty: 4611.619141
	Iteration 133Q: 3 clusters Score -1309106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1309106.000000 Penalty: 4611.619141
	Iteration 134Q: 3 clusters Score -1309106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1309106.625000 Penalty: 4611.619141
	Iteration 135Q: 3 clusters Score -1309107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1309106.625000 Penalty: 4611.619141
	Iteration 136F: 3 clusters Score -1309107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Entering Unmasked Estep 
Score: -275574.125000 Penalty: 1918.170654
	Iteration 0F: 2 clusters Score -275574.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -272822.062500 Penalty: 3836.341309
	Iteration 0F: 3 clusters Score -272822.1 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -273275.312500 Penalty: 3836.341309
	Iteration 1F: 3 clusters Score -273275.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -273390.781250 Penalty: 3836.341309
	Iteration 2F: 3 clusters Score -273390.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -273462.906250 Penalty: 3836.341309
	Iteration 3Q: 3 clusters Score -273462.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -273508.875000 Penalty: 3836.341309
	Iteration 4Q: 3 clusters Score -273508.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -273548.687500 Penalty: 3836.341309
	Iteration 5Q: 3 clusters Score -273548.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -273576.875000 Penalty: 3836.341309
	Iteration 6Q: 3 clusters Score -273576.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -273596.906250 Penalty: 3836.341309
	Iteration 7Q: 3 clusters Score -273596.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -273612.156250 Penalty: 3836.341309
	Iteration 8Q: 3 clusters Score -273612.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -273628.000000 Penalty: 3836.341309
	Iteration 9Q: 3 clusters Score -273628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -273639.031250 Penalty: 3836.341309
	Iteration 10Q: 3 clusters Score -273639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -273648.437500 Penalty: 3836.341309
	Iteration 11Q: 3 clusters Score -273648.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -273656.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -273663.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -273668.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -273670.281250 Penalty: 3836.341309
	Iteration 15Q: 3 clusters Score -273670.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -273672.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -273673.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -273674.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -273675.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -273676.687500 Penalty: 3836.341309
	Iteration 20F: 3 clusters Score -273676.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -273677.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -273678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -273678.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -273678.187500 Penalty: 3836.341309
	Iteration 24F: 3 clusters Score -273678.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2118 members 
Mstep: Class 3 contains 5521 members 
Mstep: Class 4 contains 44718 members 
Mstep: Class 5 contains 19048 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6184 members 
Mstep: Class 8 contains 21755 members 
Mstep: Class 9 contains 221477 members 
Mstep: Class 10 contains 17044 members 
Mstep: Class 11 contains 94475 members 
Mstep: Class 12 contains 38342 members 
Mstep: Class 13 contains 34623 members 
Mstep: Class 16 contains 4385 members 
Mstep: Class 17 contains 157799 members 
Mstep: Class 18 contains 10912 members 
Mstep: Class 19 contains 2286 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 159Q: 18 clusters Score -8.004719e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2118 members 
Mstep: Class 3 contains 5525 members 
Mstep: Class 4 contains 44697 members 
Mstep: Class 5 contains 19047 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6185 members 
Mstep: Class 8 contains 21702 members 
Mstep: Class 9 contains 221522 members 
Mstep: Class 10 contains 17046 members 
Mstep: Class 11 contains 94577 members 
Mstep: Class 12 contains 38350 members 
Mstep: Class 13 contains 34630 members 
Mstep: Class 16 contains 4381 members 
Mstep: Class 17 contains 157704 members 
Mstep: Class 18 contains 10919 members 
Mstep: Class 19 contains 2284 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 18 clusters Score -8.004728e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2118 members 
Mstep: Class 3 contains 5526 members 
Mstep: Class 4 contains 44676 members 
Mstep: Class 5 contains 19047 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6185 members 
Mstep: Class 8 contains 21632 members 
Mstep: Class 9 contains 221562 members 
Mstep: Class 10 contains 17048 members 
Mstep: Class 11 contains 94707 members 
Mstep: Class 12 contains 38362 members 
Mstep: Class 13 contains 34633 members 
Mstep: Class 16 contains 4378 members 
Mstep: Class 17 contains 157604 members 
Mstep: Class 18 contains 10929 members 
Mstep: Class 19 contains 2280 members 
Entering Unmasked Estep 
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Iteration 161Q: 18 clusters Score -8.004733e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2119 members 
Mstep: Class 3 contains 5521 members 
Mstep: Class 4 contains 44669 members 
Mstep: Class 5 contains 19047 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6185 members 
Mstep: Class 8 contains 21555 members 
Mstep: Class 9 contains 221586 members 
Mstep: Class 10 contains 17044 members 
Mstep: Class 11 contains 94812 members 
Mstep: Class 12 contains 38372 members 
Mstep: Class 13 contains 34633 members 
Mstep: Class 16 contains 4371 members 
Mstep: Class 17 contains 157555 members 
Mstep: Class 18 contains 10944 members 
Mstep: Class 19 contains 2274 members 
Entering Unmasked Estep 
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Iteration 162Q: 18 clusters Score -8.004748e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2119 members 
Mstep: Class 3 contains 5525 members 
Mstep: Class 4 contains 44658 members 
Mstep: Class 5 contains 19045 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6184 members 
Mstep: Class 8 contains 21487 members 
Mstep: Class 9 contains 221620 members 
Mstep: Class 10 contains 17041 members 
Mstep: Class 11 contains 94921 members 
Mstep: Class 12 contains 38377 members 
Mstep: Class 13 contains 34637 members 
Mstep: Class 16 contains 4364 members 
Mstep: Class 17 contains 157482 members 
Mstep: Class 18 contains 10956 members 
Mstep: Class 19 contains 2271 members 
Entering Unmasked Estep 
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Iteration 163Q: 18 clusters Score -8.004735e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2119 members 
Mstep: Class 3 contains 5527 members 
Mstep: Class 4 contains 44654 members 
Mstep: Class 5 contains 19043 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6182 members 
Mstep: Class 8 contains 21397 members 
Mstep: Class 9 contains 221633 members 
Mstep: Class 10 contains 17043 members 
Mstep: Class 11 contains 95043 members 
Mstep: Class 12 contains 38379 members 
Mstep: Class 13 contains 34638 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 157443 members 
Mstep: Class 18 contains 10962 members 
Mstep: Class 19 contains 2269 members 
Entering Unmasked Estep 
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Iteration 164Q: 18 clusters Score -8.004726e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2119 members 
Mstep: Class 3 contains 5528 members 
Mstep: Class 4 contains 44658 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6177 members 
Mstep: Class 8 contains 21319 members 
Mstep: Class 9 contains 221662 members 
Mstep: Class 10 contains 17043 members 
Mstep: Class 11 contains 95140 members 
Mstep: Class 12 contains 38383 members 
Mstep: Class 13 contains 34642 members 
Mstep: Class 16 contains 4341 members 
Mstep: Class 17 contains 157401 members 
Mstep: Class 18 contains 10967 members 
Mstep: Class 19 contains 2268 members 
Entering Unmasked Estep 
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Iteration 165Q: 18 clusters Score -8.004715e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2119 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 44653 members 
Mstep: Class 5 contains 19040 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6177 members 
Mstep: Class 8 contains 21236 members 
Mstep: Class 9 contains 221676 members 
Mstep: Class 10 contains 17056 members 
Mstep: Class 11 contains 95216 members 
Mstep: Class 12 contains 38393 members 
Mstep: Class 13 contains 34641 members 
Mstep: Class 16 contains 4323 members 
Mstep: Class 17 contains 157378 members 
Mstep: Class 18 contains 10979 members 
Mstep: Class 19 contains 2267 members 
Entering Unmasked Estep 
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Iteration 166Q: 18 clusters Score -8.004706e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2118 members 
Mstep: Class 3 contains 5540 members 
Mstep: Class 4 contains 44650 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6179 members 
Mstep: Class 8 contains 21164 members 
Mstep: Class 9 contains 221681 members 
Mstep: Class 10 contains 17071 members 
Mstep: Class 11 contains 95302 members 
Mstep: Class 12 contains 38397 members 
Mstep: Class 13 contains 34655 members 
Mstep: Class 16 contains 4306 members 
Mstep: Class 17 contains 157330 members 
Mstep: Class 18 contains 10989 members 
Mstep: Class 19 contains 2267 members 
Entering Unmasked Estep 
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Iteration 167Q: 18 clusters Score -8.004719e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2118 members 
Mstep: Class 3 contains 5544 members 
Mstep: Class 4 contains 44647 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6180 members 
Mstep: Class 8 contains 21085 members 
Mstep: Class 9 contains 221725 members 
Mstep: Class 10 contains 17076 members 
Mstep: Class 11 contains 95366 members 
Mstep: Class 12 contains 38402 members 
Mstep: Class 13 contains 34656 members 
Mstep: Class 16 contains 4292 members 
Mstep: Class 17 contains 157290 members 
Mstep: Class 18 contains 11000 members 
Mstep: Class 19 contains 2267 members 
Entering Unmasked Estep 
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Iteration 168Q: 18 clusters Score -8.004719e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2118 members 
Mstep: Class 3 contains 5548 members 
Mstep: Class 4 contains 44642 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 21008 members 
Mstep: Class 9 contains 221778 members 
Mstep: Class 10 contains 17077 members 
Mstep: Class 11 contains 95446 members 
Mstep: Class 12 contains 38412 members 
Mstep: Class 13 contains 34662 members 
Mstep: Class 16 contains 4280 members 
Mstep: Class 17 contains 157223 members 
Mstep: Class 18 contains 11009 members 
Mstep: Class 19 contains 2267 members 
Entering Unmasked Estep 
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Iteration 169Q: 18 clusters Score -8.004704e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2118 members 
Mstep: Class 3 contains 5552 members 
Mstep: Class 4 contains 44637 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6177 members 
Mstep: Class 8 contains 20922 members 
Mstep: Class 9 contains 221815 members 
Mstep: Class 10 contains 17077 members 
Mstep: Class 11 contains 95531 members 
Mstep: Class 12 contains 38419 members 
Mstep: Class 13 contains 34665 members 
Mstep: Class 16 contains 4271 members 
Mstep: Class 17 contains 157183 members 
Mstep: Class 18 contains 11015 members 
Mstep: Class 19 contains 2266 members 
Entering Unmasked Estep 
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Iteration 170Q: 18 clusters Score -8.004716e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2118 members 
Mstep: Class 3 contains 5551 members 
Mstep: Class 4 contains 44626 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 20824 members 
Mstep: Class 9 contains 221880 members 
Mstep: Class 10 contains 17075 members 
Mstep: Class 11 contains 95616 members 
Mstep: Class 12 contains 38430 members 
Mstep: Class 13 contains 34669 members 
Mstep: Class 16 contains 4261 members 
Mstep: Class 17 contains 157142 members 
Mstep: Class 18 contains 11014 members 
Mstep: Class 19 contains 2266 members 
Entering Unmasked Estep 
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Iteration 171Q: 18 clusters Score -8.004717e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2117 members 
Mstep: Class 3 contains 5552 members 
Mstep: Class 4 contains 44604 members 
Mstep: Class 5 contains 19035 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6182 members 
Mstep: Class 8 contains 20733 members 
Mstep: Class 9 contains 221929 members 
Mstep: Class 10 contains 17081 members 
Mstep: Class 11 contains 95686 members 
Mstep: Class 12 contains 38443 members 
Mstep: Class 13 contains 34668 members 
Mstep: Class 16 contains 4255 members 
Mstep: Class 17 contains 157131 members 
Mstep: Class 18 contains 11007 members 
Mstep: Class 19 contains 2265 members 
Entering Unmasked Estep 
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Iteration 172Q: 18 clusters Score -8.004706e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2117 members 
Mstep: Class 3 contains 5553 members 
Mstep: Class 4 contains 44593 members 
Mstep: Class 5 contains 19035 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6181 members 
Mstep: Class 8 contains 20653 members 
Mstep: Class 9 contains 221966 members 
Mstep: Class 10 contains 17084 members 
Mstep: Class 11 contains 95775 members 
Mstep: Class 12 contains 38454 members 
Mstep: Class 13 contains 34662 members 
Mstep: Class 16 contains 4247 members 
Mstep: Class 17 contains 157097 members 
Mstep: Class 18 contains 11007 members 
Mstep: Class 19 contains 2264 members 
Entering Unmasked Estep 
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Iteration 173Q: 18 clusters Score -8.004704e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2118 members 
Mstep: Class 3 contains 5557 members 
Mstep: Class 4 contains 44583 members 
Mstep: Class 5 contains 19036 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 20584 members 
Mstep: Class 9 contains 222013 members 
Mstep: Class 10 contains 17088 members 
Mstep: Class 11 contains 95845 members 
Mstep: Class 12 contains 38460 members 
Mstep: Class 13 contains 34661 members 
Mstep: Class 16 contains 4240 members 
Mstep: Class 17 contains 157049 members 
Mstep: Class 18 contains 11013 members 
Mstep: Class 19 contains 2263 members 
Entering Unmasked Estep 
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Iteration 174Q: 18 clusters Score -8.004701e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2118 members 
Mstep: Class 3 contains 5562 members 
Mstep: Class 4 contains 44581 members 
Mstep: Class 5 contains 19036 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6179 members 
Mstep: Class 8 contains 20499 members 
Mstep: Class 9 contains 222060 members 
Mstep: Class 10 contains 17089 members 
Mstep: Class 11 contains 95908 members 
Mstep: Class 12 contains 38466 members 
Mstep: Class 13 contains 34663 members 
Mstep: Class 16 contains 4231 members 
Mstep: Class 17 contains 157018 members 
Mstep: Class 18 contains 11015 members 
Mstep: Class 19 contains 2263 members 
Entering Unmasked Estep 
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Iteration 175Q: 18 clusters Score -8.004692e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2118 members 
Mstep: Class 3 contains 5569 members 
Mstep: Class 4 contains 44586 members 
Mstep: Class 5 contains 19035 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6177 members 
Mstep: Class 8 contains 20415 members 
Mstep: Class 9 contains 222093 members 
Mstep: Class 10 contains 17088 members 
Mstep: Class 11 contains 95966 members 
Mstep: Class 12 contains 38471 members 
Mstep: Class 13 contains 34669 members 
Mstep: Class 16 contains 4217 members 
Mstep: Class 17 contains 157006 members 
Mstep: Class 18 contains 11016 members 
Mstep: Class 19 contains 2262 members 
Entering Unmasked Estep 
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Iteration 176Q: 18 clusters Score -8.004689e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2118 members 
Mstep: Class 3 contains 5582 members 
Mstep: Class 4 contains 44583 members 
Mstep: Class 5 contains 19034 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 20331 members 
Mstep: Class 9 contains 222144 members 
Mstep: Class 10 contains 17090 members 
Mstep: Class 11 contains 96011 members 
Mstep: Class 12 contains 38476 members 
Mstep: Class 13 contains 34681 members 
Mstep: Class 16 contains 4207 members 
Mstep: Class 17 contains 156971 members 
Mstep: Class 18 contains 11021 members 
Mstep: Class 19 contains 2261 members 
Entering Unmasked Estep 
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Iteration 177Q: 18 clusters Score -8.00469e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2118 members 
Mstep: Class 3 contains 5592 members 
Mstep: Class 4 contains 44569 members 
Mstep: Class 5 contains 19034 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 20243 members 
Mstep: Class 9 contains 222180 members 
Mstep: Class 10 contains 17093 members 
Mstep: Class 11 contains 96082 members 
Mstep: Class 12 contains 38477 members 
Mstep: Class 13 contains 34686 members 
Mstep: Class 16 contains 4203 members 
Mstep: Class 17 contains 156951 members 
Mstep: Class 18 contains 11024 members 
Mstep: Class 19 contains 2258 members 
Entering Unmasked Estep 
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Iteration 178Q: 18 clusters Score -8.00468e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2118 members 
Mstep: Class 3 contains 5599 members 
Mstep: Class 4 contains 44562 members 
Mstep: Class 5 contains 19034 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6179 members 
Mstep: Class 8 contains 20145 members 
Mstep: Class 9 contains 222219 members 
Mstep: Class 10 contains 17097 members 
Mstep: Class 11 contains 96168 members 
Mstep: Class 12 contains 38484 members 
Mstep: Class 13 contains 34681 members 
Mstep: Class 16 contains 4201 members 
Mstep: Class 17 contains 156915 members 
Mstep: Class 18 contains 11028 members 
Mstep: Class 19 contains 2258 members 
Entering Unmasked Estep 
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Iteration 179Q: 18 clusters Score -8.004677e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2116 members 
Mstep: Class 3 contains 5602 members 
Mstep: Class 4 contains 44551 members 
Mstep: Class 5 contains 19034 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 6179 members 
Mstep: Class 8 contains 20047 members 
Mstep: Class 9 contains 222254 members 
Mstep: Class 10 contains 17105 members 
Mstep: Class 11 contains 96254 members 
Mstep: Class 12 contains 38492 members 
Mstep: Class 13 contains 34688 members 
Mstep: Class 16 contains 4199 members 
Mstep: Class 17 contains 156879 members 
Mstep: Class 18 contains 11030 members 
Mstep: Class 19 contains 2258 members 
Entering Unmasked Estep 
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Iteration 180F: 18 clusters Score -8.004678e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2117 members 
Mstep: Class 3 contains 5605 members 
Mstep: Class 4 contains 44547 members 
Mstep: Class 5 contains 19034 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 19943 members 
Mstep: Class 9 contains 222310 members 
Mstep: Class 10 contains 17102 members 
Mstep: Class 11 contains 96330 members 
Mstep: Class 12 contains 38500 members 
Mstep: Class 13 contains 34694 members 
Mstep: Class 16 contains 4194 members 
Mstep: Class 17 contains 156845 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 2258 members 
Entering Unmasked Estep 
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Iteration 181Q: 18 clusters Score -8.00467e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2118 members 
Mstep: Class 3 contains 5609 members 
Mstep: Class 4 contains 44548 members 
Mstep: Class 5 contains 19034 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 19860 members 
Mstep: Class 9 contains 222330 members 
Mstep: Class 10 contains 17106 members 
Mstep: Class 11 contains 96406 members 
Mstep: Class 12 contains 38513 members 
Mstep: Class 13 contains 34697 members 
Mstep: Class 16 contains 4189 members 
Mstep: Class 17 contains 156808 members 
Mstep: Class 18 contains 11035 members 
Mstep: Class 19 contains 2258 members 
Entering Unmasked Estep 
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Iteration 182Q: 18 clusters Score -8.004664e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2116 members 
Mstep: Class 3 contains 5613 members 
Mstep: Class 4 contains 44551 members 
Mstep: Class 5 contains 19031 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6179 members 
Mstep: Class 8 contains 19782 members 
Mstep: Class 9 contains 222372 members 
Mstep: Class 10 contains 17110 members 
Mstep: Class 11 contains 96473 members 
Mstep: Class 12 contains 38521 members 
Mstep: Class 13 contains 34705 members 
Mstep: Class 16 contains 4185 members 
Mstep: Class 17 contains 156756 members 
Mstep: Class 18 contains 11039 members 
Mstep: Class 19 contains 2256 members 
Entering Unmasked Estep 
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Iteration 183Q: 18 clusters Score -8.004669e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2116 members 
Mstep: Class 3 contains 5613 members 
Mstep: Class 4 contains 44554 members 
Mstep: Class 5 contains 19031 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6177 members 
Mstep: Class 8 contains 19702 members 
Mstep: Class 9 contains 222391 members 
Mstep: Class 10 contains 17108 members 
Mstep: Class 11 contains 96544 members 
Mstep: Class 12 contains 38542 members 
Mstep: Class 13 contains 34718 members 
Mstep: Class 16 contains 4180 members 
Mstep: Class 17 contains 156715 members 
Mstep: Class 18 contains 11045 members 
Mstep: Class 19 contains 2253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046728.000000 Penalty: 56640.539062
Iteration 184Q: 18 clusters Score -8.004673e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2115 members 
Mstep: Class 3 contains 5611 members 
Mstep: Class 4 contains 44561 members 
Mstep: Class 5 contains 19027 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6180 members 
Mstep: Class 8 contains 19636 members 
Mstep: Class 9 contains 222407 members 
Mstep: Class 10 contains 17108 members 
Mstep: Class 11 contains 96603 members 
Mstep: Class 12 contains 38565 members 
Mstep: Class 13 contains 34725 members 
Mstep: Class 16 contains 4172 members 
Mstep: Class 17 contains 156687 members 
Mstep: Class 18 contains 11042 members 
Mstep: Class 19 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046704.000000 Penalty: 56640.539062
Iteration 185Q: 18 clusters Score -8.00467e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2116 members 
Mstep: Class 3 contains 5616 members 
Mstep: Class 4 contains 44565 members 
Mstep: Class 5 contains 19027 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6179 members 
Mstep: Class 8 contains 19568 members 
Mstep: Class 9 contains 222411 members 
Mstep: Class 10 contains 17112 members 
Mstep: Class 11 contains 96662 members 
Mstep: Class 12 contains 38580 members 
Mstep: Class 13 contains 34732 members 
Mstep: Class 16 contains 4159 members 
Mstep: Class 17 contains 156673 members 
Mstep: Class 18 contains 11042 members 
Mstep: Class 19 contains 2247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046640.000000 Penalty: 56640.539062
Iteration 186Q: 18 clusters Score -8.004664e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2116 members 
Mstep: Class 3 contains 5620 members 
Mstep: Class 4 contains 44554 members 
Mstep: Class 5 contains 19027 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6181 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 222438 members 
Mstep: Class 10 contains 17118 members 
Mstep: Class 11 contains 96736 members 
Mstep: Class 12 contains 38599 members 
Mstep: Class 13 contains 34735 members 
Mstep: Class 16 contains 4150 members 
Mstep: Class 17 contains 156634 members 
Mstep: Class 18 contains 11045 members 
Mstep: Class 19 contains 2246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046640.000000 Penalty: 56640.539062
Iteration 187Q: 18 clusters Score -8.004664e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2115 members 
Mstep: Class 3 contains 5622 members 
Mstep: Class 4 contains 44552 members 
Mstep: Class 5 contains 19027 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6180 members 
Mstep: Class 8 contains 19410 members 
Mstep: Class 9 contains 222466 members 
Mstep: Class 10 contains 17123 members 
Mstep: Class 11 contains 96800 members 
Mstep: Class 12 contains 38622 members 
Mstep: Class 13 contains 34729 members 
Mstep: Class 16 contains 4143 members 
Mstep: Class 17 contains 156608 members 
Mstep: Class 18 contains 11047 members 
Mstep: Class 19 contains 2245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046472.000000 Penalty: 56640.539062
Iteration 188Q: 18 clusters Score -8.004647e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2115 members 
Mstep: Class 3 contains 5630 members 
Mstep: Class 4 contains 44550 members 
Mstep: Class 5 contains 19027 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6180 members 
Mstep: Class 8 contains 19338 members 
Mstep: Class 9 contains 222495 members 
Mstep: Class 10 contains 17127 members 
Mstep: Class 11 contains 96854 members 
Mstep: Class 12 contains 38634 members 
Mstep: Class 13 contains 34726 members 
Mstep: Class 16 contains 4137 members 
Mstep: Class 17 contains 156579 members 
Mstep: Class 18 contains 11053 members 
Mstep: Class 19 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046488.000000 Penalty: 56640.539062
Iteration 189Q: 18 clusters Score -8.004649e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2115 members 
Mstep: Class 3 contains 5643 members 
Mstep: Class 4 contains 44536 members 
Mstep: Class 5 contains 19025 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6181 members 
Mstep: Class 8 contains 19255 members 
Mstep: Class 9 contains 222528 members 
Mstep: Class 10 contains 17131 members 
Mstep: Class 11 contains 96896 members 
Mstep: Class 12 contains 38642 members 
Mstep: Class 13 contains 34729 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 156575 members 
Mstep: Class 18 contains 11056 members 
Mstep: Class 19 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046488.000000 Penalty: 56640.539062
Iteration 190Q: 18 clusters Score -8.004649e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2115 members 
Mstep: Class 3 contains 5651 members 
Mstep: Class 4 contains 44524 members 
Mstep: Class 5 contains 19024 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6182 members 
Mstep: Class 8 contains 19161 members 
Mstep: Class 9 contains 222564 members 
Mstep: Class 10 contains 17137 members 
Mstep: Class 11 contains 96930 members 
Mstep: Class 12 contains 38652 members 
Mstep: Class 13 contains 34727 members 
Mstep: Class 16 contains 4130 members 
Mstep: Class 17 contains 156589 members 
Mstep: Class 18 contains 11059 members 
Mstep: Class 19 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046552.000000 Penalty: 56640.539062
Iteration 191Q: 18 clusters Score -8.004655e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2115 members 
Mstep: Class 3 contains 5662 members 
Mstep: Class 4 contains 44519 members 
Mstep: Class 5 contains 19023 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6181 members 
Mstep: Class 8 contains 19073 members 
Mstep: Class 9 contains 222604 members 
Mstep: Class 10 contains 17141 members 
Mstep: Class 11 contains 96948 members 
Mstep: Class 12 contains 38659 members 
Mstep: Class 13 contains 34724 members 
Mstep: Class 16 contains 4124 members 
Mstep: Class 17 contains 156607 members 
Mstep: Class 18 contains 11065 members 
Mstep: Class 19 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046416.000000 Penalty: 56640.539062
Iteration 192Q: 18 clusters Score -8.004642e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2115 members 
Mstep: Class 3 contains 5673 members 
Mstep: Class 4 contains 44515 members 
Mstep: Class 5 contains 19024 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6183 members 
Mstep: Class 8 contains 18985 members 
Mstep: Class 9 contains 222635 members 
Mstep: Class 10 contains 17145 members 
Mstep: Class 11 contains 96984 members 
Mstep: Class 12 contains 38663 members 
Mstep: Class 13 contains 34721 members 
Mstep: Class 16 contains 4118 members 
Mstep: Class 17 contains 156616 members 
Mstep: Class 18 contains 11068 members 
Mstep: Class 19 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046336.000000 Penalty: 56640.539062
Iteration 193Q: 18 clusters Score -8.004634e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2115 members 
Mstep: Class 3 contains 5679 members 
Mstep: Class 4 contains 44514 members 
Mstep: Class 5 contains 19023 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6186 members 
Mstep: Class 8 contains 18887 members 
Mstep: Class 9 contains 222668 members 
Mstep: Class 10 contains 17155 members 
Mstep: Class 11 contains 97013 members 
Mstep: Class 12 contains 38669 members 
Mstep: Class 13 contains 34717 members 
Mstep: Class 16 contains 4110 members 
Mstep: Class 17 contains 156638 members 
Mstep: Class 18 contains 11071 members 
Mstep: Class 19 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046248.000000 Penalty: 56640.539062
Iteration 194Q: 18 clusters Score -8.004625e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2115 members 
Mstep: Class 3 contains 5684 members 
Mstep: Class 4 contains 44513 members 
Mstep: Class 5 contains 19024 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6186 members 
Mstep: Class 8 contains 18788 members 
Mstep: Class 9 contains 222706 members 
Mstep: Class 10 contains 17163 members 
Mstep: Class 11 contains 97061 members 
Mstep: Class 12 contains 38679 members 
Mstep: Class 13 contains 34711 members 
Mstep: Class 16 contains 4100 members 
Mstep: Class 17 contains 156639 members 
Mstep: Class 18 contains 11076 members 
Mstep: Class 19 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046224.000000 Penalty: 56640.539062
Iteration 195Q: 18 clusters Score -8.004622e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2115 members 
Mstep: Class 3 contains 5696 members 
Mstep: Class 4 contains 44524 members 
Mstep: Class 5 contains 19023 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 6185 members 
Mstep: Class 8 contains 18701 members 
Mstep: Class 9 contains 222751 members 
Mstep: Class 10 contains 17168 members 
Mstep: Class 11 contains 97092 members 
Mstep: Class 12 contains 38692 members 
Mstep: Class 13 contains 34710 members 
Mstep: Class 16 contains 4089 members 
Mstep: Class 17 contains 156619 members 
Mstep: Class 18 contains 11081 members 
Mstep: Class 19 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046160.000000 Penalty: 56640.539062
Iteration 196Q: 18 clusters Score -8.004616e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2115 members 
Mstep: Class 3 contains 5699 members 
Mstep: Class 4 contains 44526 members 
Mstep: Class 5 contains 19023 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 6186 members 
Mstep: Class 8 contains 18611 members 
Mstep: Class 9 contains 222781 members 
Mstep: Class 10 contains 17174 members 
Mstep: Class 11 contains 97131 members 
Mstep: Class 12 contains 38700 members 
Mstep: Class 13 contains 34708 members 
Mstep: Class 16 contains 4082 members 
Mstep: Class 17 contains 156626 members 
Mstep: Class 18 contains 11084 members 
Mstep: Class 19 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046248.000000 Penalty: 56640.539062
Iteration 197Q: 18 clusters Score -8.004625e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2116 members 
Mstep: Class 3 contains 5707 members 
Mstep: Class 4 contains 44528 members 
Mstep: Class 5 contains 19023 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 6185 members 
Mstep: Class 8 contains 18520 members 
Mstep: Class 9 contains 222819 members 
Mstep: Class 10 contains 17178 members 
Mstep: Class 11 contains 97162 members 
Mstep: Class 12 contains 38709 members 
Mstep: Class 13 contains 34706 members 
Mstep: Class 16 contains 4073 members 
Mstep: Class 17 contains 156630 members 
Mstep: Class 18 contains 11090 members 
Mstep: Class 19 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046056.000000 Penalty: 56640.539062
Iteration 198Q: 18 clusters Score -8.004606e+07 nChanged 339
Entering ConstructFrom: 
Score: -80046056.000000 Penalty: 56640.539062
Entering ConstructFrom: 
Trying to split cluster 1 (1975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Entering Unmasked Estep 
Score: -212314.656250 Penalty: 1881.904297
	Iteration 0F: 2 clusters Score -212314.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -209717.265625 Penalty: 3763.808594
	Iteration 0F: 3 clusters Score -209717.3 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -210262.437500 Penalty: 3763.808594
	Iteration 1F: 3 clusters Score -210262.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -210453.671875 Penalty: 3763.808594
	Iteration 2F: 3 clusters Score -210453.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -210574.078125 Penalty: 3763.808594
	Iteration 3F: 3 clusters Score -210574.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -210701.968750 Penalty: 3763.808594
	Iteration 4Q: 3 clusters Score -210702 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -210812.859375 Penalty: 3763.808594
	Iteration 5Q: 3 clusters Score -210812.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -210923.328125 Penalty: 3763.808594
	Iteration 6Q: 3 clusters Score -210923.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -211093.578125 Penalty: 3763.808594
	Iteration 7Q: 3 clusters Score -211093.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -211352.968750 Penalty: 3763.808594
	Iteration 8Q: 3 clusters Score -211353 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -211529.031250 Penalty: 3763.808594
	Iteration 9F: 3 clusters Score -211529 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -211664.453125 Penalty: 3763.808594
	Iteration 10Q: 3 clusters Score -211664.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -211821.484375 Penalty: 3763.808594
	Iteration 11Q: 3 clusters Score -211821.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -211978.734375 Penalty: 3763.808594
	Iteration 12Q: 3 clusters Score -211978.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -212184.421875 Penalty: 3763.808594
	Iteration 13Q: 3 clusters Score -212184.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -212457.125000 Penalty: 3763.808594
	Iteration 14Q: 3 clusters Score -212457.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -212574.015625 Penalty: 3763.808594
	Iteration 15Q: 3 clusters Score -212574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -212610.265625 Penalty: 3763.808594
	Iteration 16Q: 3 clusters Score -212610.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -212634.453125 Penalty: 3763.808594
	Iteration 17Q: 3 clusters Score -212634.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -212655.078125 Penalty: 3763.808594
	Iteration 18Q: 3 clusters Score -212655.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -212676.281250 Penalty: 3763.808594
	Iteration 19Q: 3 clusters Score -212676.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -212686.093750 Penalty: 3763.808594
	Iteration 20F: 3 clusters Score -212686.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -212687.218750 Penalty: 3763.808594
	Iteration 21Q: 3 clusters Score -212687.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -212687.218750 Penalty: 3763.808594
	Iteration 22F: 3 clusters Score -212687.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2116 members 
Mstep: Class 3 contains 5715 members 
Mstep: Class 4 contains 44531 members 
Mstep: Class 5 contains 19024 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 6184 members 
Mstep: Class 8 contains 18424 members 
Mstep: Class 9 contains 222860 members 
Mstep: Class 10 contains 17188 members 
Mstep: Class 11 contains 97203 members 
Mstep: Class 12 contains 38715 members 
Mstep: Class 13 contains 34708 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 16 contains 4063 members 
Mstep: Class 17 contains 156621 members 
Mstep: Class 18 contains 11094 members 
Mstep: Class 19 contains 2244 members 
Entering Unmasked Estep 
Score: -80044856.000000 Penalty: 59972.335938
Splitting cluster 1 changes total score from -80046056.000000 to -80044856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Entering Unmasked Estep 
Score: -238239.140625 Penalty: 1899.006104
	Iteration 0F: 2 clusters Score -238239.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -235631.921875 Penalty: 3798.012207
	Iteration 0F: 3 clusters Score -235631.9 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -236224.203125 Penalty: 3798.012207
	Iteration 1F: 3 clusters Score -236224.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -236359.625000 Penalty: 3798.012207
	Iteration 2F: 3 clusters Score -236359.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -236439.906250 Penalty: 3798.012207
	Iteration 3Q: 3 clusters Score -236439.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -236517.093750 Penalty: 3798.012207
	Iteration 4Q: 3 clusters Score -236517.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -236613.718750 Penalty: 3798.012207
	Iteration 5Q: 3 clusters Score -236613.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -236774.234375 Penalty: 3798.012207
	Iteration 6Q: 3 clusters Score -236774.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -236946.453125 Penalty: 3798.012207
	Iteration 7Q: 3 clusters Score -236946.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -237120.921875 Penalty: 3798.012207
	Iteration 8Q: 3 clusters Score -237120.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -237258.906250 Penalty: 3798.012207
	Iteration 9Q: 3 clusters Score -237258.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -237343.640625 Penalty: 3798.012207
	Iteration 10Q: 3 clusters Score -237343.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -237395.500000 Penalty: 3798.012207
	Iteration 11Q: 3 clusters Score -237395.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -237442.093750 Penalty: 3798.012207
	Iteration 12Q: 3 clusters Score -237442.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -237483.937500 Penalty: 3798.012207
	Iteration 13Q: 3 clusters Score -237483.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -237518.156250 Penalty: 3798.012207
	Iteration 14Q: 3 clusters Score -237518.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -237543.015625 Penalty: 3798.012207
	Iteration 15Q: 3 clusters Score -237543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -237563.453125 Penalty: 3798.012207
	Iteration 16Q: 3 clusters Score -237563.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -237583.656250 Penalty: 3798.012207
	Iteration 17Q: 3 clusters Score -237583.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -237605.359375 Penalty: 3798.012207
	Iteration 18Q: 3 clusters Score -237605.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -237624.046875 Penalty: 3798.012207
	Iteration 19Q: 3 clusters Score -237624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -237648.343750 Penalty: 3798.012207
	Iteration 20F: 3 clusters Score -237648.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -237692.078125 Penalty: 3798.012207
	Iteration 21Q: 3 clusters Score -237692.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -237760.328125 Penalty: 3798.012207
	Iteration 22Q: 3 clusters Score -237760.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -237803.421875 Penalty: 3798.012207
	Iteration 23Q: 3 clusters Score -237803.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -237834.812500 Penalty: 3798.012207
	Iteration 24Q: 3 clusters Score -237834.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -237863.437500 Penalty: 3798.012207
	Iteration 25Q: 3 clusters Score -237863.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -237885.218750 Penalty: 3798.012207
	Iteration 26Q: 3 clusters Score -237885.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -237897.593750 Penalty: 3798.012207
	Iteration 27Q: 3 clusters Score -237897.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -237906.328125 Penalty: 3798.012207
	Iteration 28Q: 3 clusters Score -237906.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -237910.734375 Penalty: 3798.012207
	Iteration 29Q: 3 clusters Score -237910.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -237913.984375 Penalty: 3798.012207
	Iteration 30Q: 3 clusters Score -237914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -237915.593750 Penalty: 3798.012207
	Iteration 31Q: 3 clusters Score -237915.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -237916.609375 Penalty: 3798.012207
	Iteration 32Q: 3 clusters Score -237916.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -237918.953125 Penalty: 3798.012207
	Iteration 33Q: 3 clusters Score -237919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -237921.312500 Penalty: 3798.012207
	Iteration 34Q: 3 clusters Score -237921.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -237924.171875 Penalty: 3798.012207
	Iteration 35Q: 3 clusters Score -237924.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -237924.921875 Penalty: 3798.012207
	Iteration 36Q: 3 clusters Score -237924.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -237924.921875 Penalty: 3798.012207
	Iteration 37F: 3 clusters Score -237924.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Entering Unmasked Estep 
Score: -692460.375000 Penalty: 2145.410645
	Iteration 0F: 2 clusters Score -692460.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -687503.250000 Penalty: 4290.821289
	Iteration 0F: 3 clusters Score -687503.2 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -689048.312500 Penalty: 4290.821289
	Iteration 1F: 3 clusters Score -689048.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -689615.250000 Penalty: 4290.821289
	Iteration 2F: 3 clusters Score -689615.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -690042.500000 Penalty: 4290.821289
	Iteration 3F: 3 clusters Score -690042.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -690407.625000 Penalty: 4290.821289
	Iteration 4F: 3 clusters Score -690407.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -690738.812500 Penalty: 4290.821289
	Iteration 5F: 3 clusters Score -690738.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -690996.000000 Penalty: 4290.821289
	Iteration 6F: 3 clusters Score -690996 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -691219.250000 Penalty: 4290.821289
	Iteration 7Q: 3 clusters Score -691219.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -691370.500000 Penalty: 4290.821289
	Iteration 8Q: 3 clusters Score -691370.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -691496.437500 Penalty: 4290.821289
	Iteration 9Q: 3 clusters Score -691496.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -691589.250000 Penalty: 4290.821289
	Iteration 10Q: 3 clusters Score -691589.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -691662.375000 Penalty: 4290.821289
	Iteration 11Q: 3 clusters Score -691662.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -691703.625000 Penalty: 4290.821289
	Iteration 12Q: 3 clusters Score -691703.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -691733.062500 Penalty: 4290.821289
	Iteration 13Q: 3 clusters Score -691733.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -691753.437500 Penalty: 4290.821289
	Iteration 14Q: 3 clusters Score -691753.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -691772.312500 Penalty: 4290.821289
	Iteration 15Q: 3 clusters Score -691772.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -691788.937500 Penalty: 4290.821289
	Iteration 16Q: 3 clusters Score -691788.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -691808.875000 Penalty: 4290.821289
	Iteration 17Q: 3 clusters Score -691808.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -691820.125000 Penalty: 4290.821289
	Iteration 18Q: 3 clusters Score -691820.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -691836.312500 Penalty: 4290.821289
	Iteration 19Q: 3 clusters Score -691836.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -691844.937500 Penalty: 4290.821289
	Iteration 20F: 3 clusters Score -691844.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -691849.500000 Penalty: 4290.821289
	Iteration 21Q: 3 clusters Score -691849.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -691852.937500 Penalty: 4290.821289
	Iteration 22Q: 3 clusters Score -691852.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -691852.937500 Penalty: 4290.821289
	Iteration 23F: 3 clusters Score -691852.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Entering Unmasked Estep 
Score: -5200809.500000 Penalty: 2654.577393
	Iteration 0F: 2 clusters Score -5200810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -5170786.500000 Penalty: 5309.154785
	Iteration 0F: 3 clusters Score -5170786 nChanged 20528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -5182010.000000 Penalty: 5309.154785
	Iteration 1F: 3 clusters Score -5182010 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -5182403.000000 Penalty: 5309.154785
	Iteration 2Q: 3 clusters Score -5182403 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -5182711.500000 Penalty: 5309.154785
	Iteration 3Q: 3 clusters Score -5182712 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -5183024.500000 Penalty: 5309.154785
	Iteration 4Q: 3 clusters Score -5183024 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -5183285.500000 Penalty: 5309.154785
	Iteration 5Q: 3 clusters Score -5183286 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -5183645.000000 Penalty: 5309.154785
	Iteration 6Q: 3 clusters Score -5183645 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -5184094.000000 Penalty: 5309.154785
	Iteration 7Q: 3 clusters Score -5184094 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -5184720.000000 Penalty: 5309.154785
	Iteration 8Q: 3 clusters Score -5184720 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -5185723.000000 Penalty: 5309.154785
	Iteration 9Q: 3 clusters Score -5185723 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -5187410.000000 Penalty: 5309.154785
	Iteration 10F: 3 clusters Score -5187410 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -5189921.000000 Penalty: 5309.154785
	Iteration 11F: 3 clusters Score -5189921 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -5192982.500000 Penalty: 5309.154785
	Iteration 12F: 3 clusters Score -5192982 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -5195737.000000 Penalty: 5309.154785
	Iteration 13F: 3 clusters Score -5195737 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -5197407.500000 Penalty: 5309.154785
	Iteration 14Q: 3 clusters Score -5197408 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -5198146.000000 Penalty: 5309.154785
	Iteration 15Q: 3 clusters Score -5198146 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -5198411.500000 Penalty: 5309.154785
	Iteration 16Q: 3 clusters Score -5198412 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -5198509.000000 Penalty: 5309.154785
	Iteration 17Q: 3 clusters Score -5198509 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -5198564.500000 Penalty: 5309.154785
	Iteration 18Q: 3 clusters Score -5198564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -5198599.500000 Penalty: 5309.154785
	Iteration 19Q: 3 clusters Score -5198600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -5198612.000000 Penalty: 5309.154785
	Iteration 20F: 3 clusters Score -5198612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -5198623.500000 Penalty: 5309.154785
	Iteration 21Q: 3 clusters Score -5198624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -5198631.500000 Penalty: 5309.154785
	Iteration 22Q: 3 clusters Score -5198632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -5198636.000000 Penalty: 5309.154785
	Iteration 23Q: 3 clusters Score -5198636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -5198636.000000 Penalty: 5309.154785
	Iteration 24Q: 3 clusters Score -5198636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -5198636.000000 Penalty: 5309.154785
	Iteration 25F: 3 clusters Score -5198636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Entering Unmasked Estep 
Score: -2274135.750000 Penalty: 2443.657227
	Iteration 0F: 2 clusters Score -2274136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2260670.500000 Penalty: 4887.314453
	Iteration 0F: 3 clusters Score -2260670 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2265227.500000 Penalty: 4887.314453
	Iteration 1F: 3 clusters Score -2265228 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2265642.000000 Penalty: 4887.314453
	Iteration 2F: 3 clusters Score -2265642 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2266048.250000 Penalty: 4887.314453
	Iteration 3Q: 3 clusters Score -2266048 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2266535.250000 Penalty: 4887.314453
	Iteration 4Q: 3 clusters Score -2266535 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2267062.250000 Penalty: 4887.314453
	Iteration 5Q: 3 clusters Score -2267062 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2267687.500000 Penalty: 4887.314453
	Iteration 6F: 3 clusters Score -2267688 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2268393.000000 Penalty: 4887.314453
	Iteration 7F: 3 clusters Score -2268393 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2269243.750000 Penalty: 4887.314453
	Iteration 8F: 3 clusters Score -2269244 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2269992.250000 Penalty: 4887.314453
	Iteration 9F: 3 clusters Score -2269992 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2270579.000000 Penalty: 4887.314453
	Iteration 10Q: 3 clusters Score -2270579 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2270977.500000 Penalty: 4887.314453
	Iteration 11Q: 3 clusters Score -2270978 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2271240.500000 Penalty: 4887.314453
	Iteration 12Q: 3 clusters Score -2271240 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2271384.250000 Penalty: 4887.314453
	Iteration 13Q: 3 clusters Score -2271384 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2271469.750000 Penalty: 4887.314453
	Iteration 14Q: 3 clusters Score -2271470 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2271536.000000 Penalty: 4887.314453
	Iteration 15Q: 3 clusters Score -2271536 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2271584.250000 Penalty: 4887.314453
	Iteration 16Q: 3 clusters Score -2271584 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2271613.250000 Penalty: 4887.314453
	Iteration 17Q: 3 clusters Score -2271613 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2271643.000000 Penalty: 4887.314453
	Iteration 18Q: 3 clusters Score -2271643 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2271667.500000 Penalty: 4887.314453
	Iteration 19Q: 3 clusters Score -2271668 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2271686.000000 Penalty: 4887.314453
	Iteration 20F: 3 clusters Score -2271686 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2271704.500000 Penalty: 4887.314453
	Iteration 21Q: 3 clusters Score -2271704 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2271734.500000 Penalty: 4887.314453
	Iteration 22Q: 3 clusters Score -2271734 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2271757.250000 Penalty: 4887.314453
	Iteration 23Q: 3 clusters Score -2271757 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2271770.000000 Penalty: 4887.314453
	Iteration 24Q: 3 clusters Score -2271770 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2271794.750000 Penalty: 4887.314453
	Iteration 25Q: 3 clusters Score -2271795 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2271812.250000 Penalty: 4887.314453
	Iteration 26Q: 3 clusters Score -2271812 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2271829.250000 Penalty: 4887.314453
	Iteration 27Q: 3 clusters Score -2271829 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2271845.750000 Penalty: 4887.314453
	Iteration 28Q: 3 clusters Score -2271846 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2271868.250000 Penalty: 4887.314453
	Iteration 29Q: 3 clusters Score -2271868 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2271870.750000 Penalty: 4887.314453
	Iteration 30Q: 3 clusters Score -2271871 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2271887.500000 Penalty: 4887.314453
	Iteration 31Q: 3 clusters Score -2271888 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2271899.250000 Penalty: 4887.314453
	Iteration 32Q: 3 clusters Score -2271899 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2271899.000000 Penalty: 4887.314453
	Iteration 33Q: 3 clusters Score -2271899 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2271904.500000 Penalty: 4887.314453
	Iteration 34Q: 3 clusters Score -2271904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2271907.500000 Penalty: 4887.314453
	Iteration 35Q: 3 clusters Score -2271908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2271916.750000 Penalty: 4887.314453
	Iteration 36Q: 3 clusters Score -2271917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2271917.500000 Penalty: 4887.314453
	Iteration 37Q: 3 clusters Score -2271918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2271926.500000 Penalty: 4887.314453
	Iteration 38Q: 3 clusters Score -2271926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2271926.750000 Penalty: 4887.314453
	Iteration 39Q: 3 clusters Score -2271927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2271922.500000 Penalty: 4887.314453
	Iteration 40F: 3 clusters Score -2271922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2271930.500000 Penalty: 4887.314453
	Iteration 41Q: 3 clusters Score -2271930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2271934.500000 Penalty: 4887.314453
	Iteration 42Q: 3 clusters Score -2271934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2271937.500000 Penalty: 4887.314453
	Iteration 43Q: 3 clusters Score -2271938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2271936.250000 Penalty: 4887.314453
	Iteration 44Q: 3 clusters Score -2271936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2271944.000000 Penalty: 4887.314453
	Iteration 45Q: 3 clusters Score -2271944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2271942.750000 Penalty: 4887.314453
	Iteration 46Q: 3 clusters Score -2271943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2271949.250000 Penalty: 4887.314453
	Iteration 47Q: 3 clusters Score -2271949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2271952.250000 Penalty: 4887.314453
	Iteration 48Q: 3 clusters Score -2271952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2271960.500000 Penalty: 4887.314453
	Iteration 49Q: 3 clusters Score -2271960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2271960.500000 Penalty: 4887.314453
	Iteration 50Q: 3 clusters Score -2271960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2271957.500000 Penalty: 4887.314453
	Iteration 51Q: 3 clusters Score -2271958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2271955.250000 Penalty: 4887.314453
	Iteration 52Q: 3 clusters Score -2271955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2271954.000000 Penalty: 4887.314453
	Iteration 53Q: 3 clusters Score -2271954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2271952.250000 Penalty: 4887.314453
	Iteration 54Q: 3 clusters Score -2271952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2271962.000000 Penalty: 4887.314453
	Iteration 55Q: 3 clusters Score -2271962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2271968.000000 Penalty: 4887.314453
	Iteration 56Q: 3 clusters Score -2271968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2271965.500000 Penalty: 4887.314453
	Iteration 57Q: 3 clusters Score -2271966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2271963.000000 Penalty: 4887.314453
	Iteration 58Q: 3 clusters Score -2271963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2271964.750000 Penalty: 4887.314453
	Iteration 59Q: 3 clusters Score -2271965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2271968.750000 Penalty: 4887.314453
	Iteration 60F: 3 clusters Score -2271969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2271966.000000 Penalty: 4887.314453
	Iteration 61Q: 3 clusters Score -2271966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2271972.000000 Penalty: 4887.314453
	Iteration 62Q: 3 clusters Score -2271972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2271974.250000 Penalty: 4887.314453
	Iteration 63Q: 3 clusters Score -2271974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2271976.250000 Penalty: 4887.314453
	Iteration 64Q: 3 clusters Score -2271976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2271979.750000 Penalty: 4887.314453
	Iteration 65Q: 3 clusters Score -2271980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2271978.500000 Penalty: 4887.314453
	Iteration 66Q: 3 clusters Score -2271978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2271979.000000 Penalty: 4887.314453
	Iteration 67Q: 3 clusters Score -2271979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2271990.500000 Penalty: 4887.314453
	Iteration 68Q: 3 clusters Score -2271990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2271986.500000 Penalty: 4887.314453
	Iteration 69Q: 3 clusters Score -2271986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2271985.750000 Penalty: 4887.314453
	Iteration 70Q: 3 clusters Score -2271986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2271986.250000 Penalty: 4887.314453
	Iteration 71Q: 3 clusters Score -2271986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2271997.500000 Penalty: 4887.314453
	Iteration 72Q: 3 clusters Score -2271998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2271996.000000 Penalty: 4887.314453
	Iteration 73Q: 3 clusters Score -2271996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2272000.250000 Penalty: 4887.314453
	Iteration 74Q: 3 clusters Score -2272000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2272003.750000 Penalty: 4887.314453
	Iteration 75Q: 3 clusters Score -2272004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2272010.000000 Penalty: 4887.314453
	Iteration 76Q: 3 clusters Score -2272010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2272014.000000 Penalty: 4887.314453
	Iteration 77Q: 3 clusters Score -2272014 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2272034.250000 Penalty: 4887.314453
	Iteration 78Q: 3 clusters Score -2272034 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2272048.250000 Penalty: 4887.314453
	Iteration 79Q: 3 clusters Score -2272048 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2272065.500000 Penalty: 4887.314453
	Iteration 80F: 3 clusters Score -2272066 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2272081.000000 Penalty: 4887.314453
	Iteration 81Q: 3 clusters Score -2272081 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2272125.250000 Penalty: 4887.314453
	Iteration 82Q: 3 clusters Score -2272125 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2272208.000000 Penalty: 4887.314453
	Iteration 83Q: 3 clusters Score -2272208 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2272427.000000 Penalty: 4887.314453
	Iteration 84Q: 3 clusters Score -2272427 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2273041.750000 Penalty: 4887.314453
	Iteration 85Q: 3 clusters Score -2273042 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2274140.000000 Penalty: 4887.314453
	Iteration 86Q: 3 clusters Score -2274140 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2274590.750000 Penalty: 4887.314453
	Iteration 87Q: 3 clusters Score -2274591 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2274717.000000 Penalty: 4887.314453
	Iteration 88Q: 3 clusters Score -2274717 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2274768.750000 Penalty: 4887.314453
	Iteration 89Q: 3 clusters Score -2274769 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2274794.000000 Penalty: 4887.314453
	Iteration 90Q: 3 clusters Score -2274794 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2274807.000000 Penalty: 4887.314453
	Iteration 91Q: 3 clusters Score -2274807 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2274816.750000 Penalty: 4887.314453
	Iteration 92Q: 3 clusters Score -2274817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2274820.250000 Penalty: 4887.314453
	Iteration 93Q: 3 clusters Score -2274820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2274823.000000 Penalty: 4887.314453
	Iteration 94Q: 3 clusters Score -2274823 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2274830.250000 Penalty: 4887.314453
	Iteration 95Q: 3 clusters Score -2274830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2274840.250000 Penalty: 4887.314453
	Iteration 96Q: 3 clusters Score -2274840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2274833.250000 Penalty: 4887.314453
	Iteration 97Q: 3 clusters Score -2274833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2274835.500000 Penalty: 4887.314453
	Iteration 98Q: 3 clusters Score -2274836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2274836.500000 Penalty: 4887.314453
	Iteration 99Q: 3 clusters Score -2274836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2274839.750000 Penalty: 4887.314453
	Iteration 100F: 3 clusters Score -2274840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2274837.000000 Penalty: 4887.314453
	Iteration 101Q: 3 clusters Score -2274837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2274839.000000 Penalty: 4887.314453
	Iteration 102Q: 3 clusters Score -2274839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2274840.000000 Penalty: 4887.314453
	Iteration 103Q: 3 clusters Score -2274840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2274843.250000 Penalty: 4887.314453
	Iteration 104Q: 3 clusters Score -2274843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2274842.750000 Penalty: 4887.314453
	Iteration 105Q: 3 clusters Score -2274843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2274838.750000 Penalty: 4887.314453
	Iteration 106Q: 3 clusters Score -2274839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2274840.250000 Penalty: 4887.314453
	Iteration 107Q: 3 clusters Score -2274840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2274841.000000 Penalty: 4887.314453
	Iteration 108Q: 3 clusters Score -2274841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -2274843.500000 Penalty: 4887.314453
	Iteration 109Q: 3 clusters Score -2274844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2274845.000000 Penalty: 4887.314453
	Iteration 110Q: 3 clusters Score -2274845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2274844.500000 Penalty: 4887.314453
	Iteration 111Q: 3 clusters Score -2274844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2274852.250000 Penalty: 4887.314453
	Iteration 112Q: 3 clusters Score -2274852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2274851.250000 Penalty: 4887.314453
	Iteration 113Q: 3 clusters Score -2274851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2274850.500000 Penalty: 4887.314453
	Iteration 114Q: 3 clusters Score -2274850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2274851.750000 Penalty: 4887.314453
	Iteration 115Q: 3 clusters Score -2274852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2274851.750000 Penalty: 4887.314453
	Iteration 116Q: 3 clusters Score -2274852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2274852.250000 Penalty: 4887.314453
	Iteration 117Q: 3 clusters Score -2274852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2274852.500000 Penalty: 4887.314453
	Iteration 118Q: 3 clusters Score -2274852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2274853.250000 Penalty: 4887.314453
	Iteration 119Q: 3 clusters Score -2274853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2274853.250000 Penalty: 4887.314453
	Iteration 120F: 3 clusters Score -2274853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2116 members 
Mstep: Class 3 contains 5715 members 
Mstep: Class 4 contains 44531 members 
Mstep: Class 5 contains 15271 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 6184 members 
Mstep: Class 8 contains 18424 members 
Mstep: Class 9 contains 222860 members 
Mstep: Class 10 contains 17188 members 
Mstep: Class 11 contains 97203 members 
Mstep: Class 12 contains 38715 members 
Mstep: Class 13 contains 34708 members 
Mstep: Class 14 contains 3753 members 
Mstep: Class 16 contains 4063 members 
Mstep: Class 17 contains 156621 members 
Mstep: Class 18 contains 11094 members 
Mstep: Class 19 contains 2244 members 
Entering Unmasked Estep 
Score: -80045984.000000 Penalty: 59972.335938
Splitting cluster 5 changes total score from -80046056.000000 to -80045984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -57247.421875 Penalty: 1574.152588
	Iteration 0F: 2 clusters Score -57247.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -55737.203125 Penalty: 3148.305176
	Iteration 0F: 3 clusters Score -55737.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56019.117188 Penalty: 3148.305176
	Iteration 1F: 3 clusters Score -56019.12 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -56132.703125 Penalty: 3148.305176
	Iteration 2F: 3 clusters Score -56132.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -56185.707031 Penalty: 3148.305176
	Iteration 3Q: 3 clusters Score -56185.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56229.199219 Penalty: 3148.305176
	Iteration 4Q: 3 clusters Score -56229.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -56252.316406 Penalty: 3148.305176
	Iteration 5Q: 3 clusters Score -56252.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -56267.355469 Penalty: 3148.305176
	Iteration 6Q: 3 clusters Score -56267.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56298.156250 Penalty: 3148.305176
	Iteration 7Q: 3 clusters Score -56298.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56318.750000 Penalty: 3148.305176
	Iteration 8Q: 3 clusters Score -56318.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -56356.796875 Penalty: 3148.305176
	Iteration 9Q: 3 clusters Score -56356.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -56388.925781 Penalty: 3148.305176
	Iteration 10Q: 3 clusters Score -56388.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56406.792969 Penalty: 3148.305176
	Iteration 11Q: 3 clusters Score -56406.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56425.320312 Penalty: 3148.305176
	Iteration 12Q: 3 clusters Score -56425.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56449.757812 Penalty: 3148.305176
	Iteration 13Q: 3 clusters Score -56449.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56461.269531 Penalty: 3148.305176
	Iteration 14Q: 3 clusters Score -56461.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -56470.167969 Penalty: 3148.305176
	Iteration 15Q: 3 clusters Score -56470.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -56471.074219 Penalty: 3148.305176
	Iteration 16Q: 3 clusters Score -56471.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -56472.886719 Penalty: 3148.305176
	Iteration 17Q: 3 clusters Score -56472.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -56474.046875 Penalty: 3148.305176
	Iteration 18Q: 3 clusters Score -56474.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56485.875000 Penalty: 3148.305176
	Iteration 19Q: 3 clusters Score -56485.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56493.222656 Penalty: 3148.305176
	Iteration 20F: 3 clusters Score -56493.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -56506.414062 Penalty: 3148.305176
	Iteration 21Q: 3 clusters Score -56506.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -56515.421875 Penalty: 3148.305176
	Iteration 22Q: 3 clusters Score -56515.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -56524.156250 Penalty: 3148.305176
	Iteration 23Q: 3 clusters Score -56524.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -56537.640625 Penalty: 3148.305176
	Iteration 24Q: 3 clusters Score -56537.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56552.386719 Penalty: 3148.305176
	Iteration 25Q: 3 clusters Score -56552.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -56567.421875 Penalty: 3148.305176
	Iteration 26Q: 3 clusters Score -56567.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -56634.320312 Penalty: 3148.305176
	Iteration 27Q: 3 clusters Score -56634.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -56665.921875 Penalty: 3148.305176
	Iteration 28Q: 3 clusters Score -56665.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56678.769531 Penalty: 3148.305176
	Iteration 29Q: 3 clusters Score -56678.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56684.968750 Penalty: 3148.305176
	Iteration 30Q: 3 clusters Score -56684.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -56687.503906 Penalty: 3148.305176
	Iteration 31Q: 3 clusters Score -56687.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -56687.503906 Penalty: 3148.305176
	Iteration 32F: 3 clusters Score -56687.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Entering Unmasked Estep 
Score: -692105.062500 Penalty: 2164.970703
	Iteration 0F: 2 clusters Score -692105.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -686914.437500 Penalty: 4329.941406
	Iteration 0F: 3 clusters Score -686914.4 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -688627.062500 Penalty: 4329.941406
	Iteration 1F: 3 clusters Score -688627.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -689057.500000 Penalty: 4329.941406
	Iteration 2F: 3 clusters Score -689057.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -689279.250000 Penalty: 4329.941406
	Iteration 3F: 3 clusters Score -689279.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -689422.375000 Penalty: 4329.941406
	Iteration 4Q: 3 clusters Score -689422.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -689533.000000 Penalty: 4329.941406
	Iteration 5Q: 3 clusters Score -689533 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -689630.750000 Penalty: 4329.941406
	Iteration 6Q: 3 clusters Score -689630.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -689712.875000 Penalty: 4329.941406
	Iteration 7Q: 3 clusters Score -689712.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -689797.312500 Penalty: 4329.941406
	Iteration 8Q: 3 clusters Score -689797.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -689877.500000 Penalty: 4329.941406
	Iteration 9Q: 3 clusters Score -689877.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -689961.125000 Penalty: 4329.941406
	Iteration 10Q: 3 clusters Score -689961.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -690068.125000 Penalty: 4329.941406
	Iteration 11Q: 3 clusters Score -690068.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -690214.062500 Penalty: 4329.941406
	Iteration 12Q: 3 clusters Score -690214.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -690391.937500 Penalty: 4329.941406
	Iteration 13Q: 3 clusters Score -690391.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -690621.375000 Penalty: 4329.941406
	Iteration 14Q: 3 clusters Score -690621.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -690867.687500 Penalty: 4329.941406
	Iteration 15Q: 3 clusters Score -690867.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -691093.937500 Penalty: 4329.941406
	Iteration 16Q: 3 clusters Score -691093.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -691292.562500 Penalty: 4329.941406
	Iteration 17Q: 3 clusters Score -691292.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -691443.250000 Penalty: 4329.941406
	Iteration 18Q: 3 clusters Score -691443.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -691571.187500 Penalty: 4329.941406
	Iteration 19Q: 3 clusters Score -691571.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -691672.750000 Penalty: 4329.941406
	Iteration 20F: 3 clusters Score -691672.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -691742.750000 Penalty: 4329.941406
	Iteration 21Q: 3 clusters Score -691742.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -691777.437500 Penalty: 4329.941406
	Iteration 22Q: 3 clusters Score -691777.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -691823.187500 Penalty: 4329.941406
	Iteration 23Q: 3 clusters Score -691823.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -691850.062500 Penalty: 4329.941406
	Iteration 24Q: 3 clusters Score -691850.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -691863.187500 Penalty: 4329.941406
	Iteration 25Q: 3 clusters Score -691863.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -691875.375000 Penalty: 4329.941406
	Iteration 26Q: 3 clusters Score -691875.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -691887.500000 Penalty: 4329.941406
	Iteration 27Q: 3 clusters Score -691887.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -691896.250000 Penalty: 4329.941406
	Iteration 28Q: 3 clusters Score -691896.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -691899.875000 Penalty: 4329.941406
	Iteration 29Q: 3 clusters Score -691899.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -691907.750000 Penalty: 4329.941406
	Iteration 30Q: 3 clusters Score -691907.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -691914.437500 Penalty: 4329.941406
	Iteration 31Q: 3 clusters Score -691914.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -691920.062500 Penalty: 4329.941406
	Iteration 32Q: 3 clusters Score -691920.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -691920.062500 Penalty: 4329.941406
	Iteration 33F: 3 clusters Score -691920.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Entering Unmasked Estep 
Score: -2228452.250000 Penalty: 2435.709473
	Iteration 0F: 2 clusters Score -2228452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2215438.500000 Penalty: 4871.418945
	Iteration 0F: 3 clusters Score -2215438 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2219625.500000 Penalty: 4871.418945
	Iteration 1F: 3 clusters Score -2219626 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2220081.750000 Penalty: 4871.418945
	Iteration 2F: 3 clusters Score -2220082 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2220529.500000 Penalty: 4871.418945
	Iteration 3F: 3 clusters Score -2220530 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2220998.250000 Penalty: 4871.418945
	Iteration 4F: 3 clusters Score -2220998 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2221597.500000 Penalty: 4871.418945
	Iteration 5F: 3 clusters Score -2221598 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2222411.750000 Penalty: 4871.418945
	Iteration 6F: 3 clusters Score -2222412 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2223404.250000 Penalty: 4871.418945
	Iteration 7F: 3 clusters Score -2223404 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2224313.750000 Penalty: 4871.418945
	Iteration 8F: 3 clusters Score -2224314 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2225153.500000 Penalty: 4871.418945
	Iteration 9F: 3 clusters Score -2225154 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2225732.000000 Penalty: 4871.418945
	Iteration 10Q: 3 clusters Score -2225732 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2226088.500000 Penalty: 4871.418945
	Iteration 11Q: 3 clusters Score -2226088 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2226315.750000 Penalty: 4871.418945
	Iteration 12Q: 3 clusters Score -2226316 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2226473.250000 Penalty: 4871.418945
	Iteration 13Q: 3 clusters Score -2226473 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2226616.500000 Penalty: 4871.418945
	Iteration 14Q: 3 clusters Score -2226616 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2226758.500000 Penalty: 4871.418945
	Iteration 15Q: 3 clusters Score -2226758 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2226879.250000 Penalty: 4871.418945
	Iteration 16Q: 3 clusters Score -2226879 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2226977.250000 Penalty: 4871.418945
	Iteration 17Q: 3 clusters Score -2226977 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2227059.000000 Penalty: 4871.418945
	Iteration 18Q: 3 clusters Score -2227059 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2227131.750000 Penalty: 4871.418945
	Iteration 19Q: 3 clusters Score -2227132 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2227208.000000 Penalty: 4871.418945
	Iteration 20F: 3 clusters Score -2227208 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2227280.250000 Penalty: 4871.418945
	Iteration 21Q: 3 clusters Score -2227280 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2227336.750000 Penalty: 4871.418945
	Iteration 22Q: 3 clusters Score -2227337 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2227391.000000 Penalty: 4871.418945
	Iteration 23Q: 3 clusters Score -2227391 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2227419.250000 Penalty: 4871.418945
	Iteration 24Q: 3 clusters Score -2227419 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2227443.750000 Penalty: 4871.418945
	Iteration 25Q: 3 clusters Score -2227444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2227453.000000 Penalty: 4871.418945
	Iteration 26Q: 3 clusters Score -2227453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2227465.500000 Penalty: 4871.418945
	Iteration 27Q: 3 clusters Score -2227466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2227470.750000 Penalty: 4871.418945
	Iteration 28Q: 3 clusters Score -2227471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2227483.750000 Penalty: 4871.418945
	Iteration 29Q: 3 clusters Score -2227484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2227491.500000 Penalty: 4871.418945
	Iteration 30Q: 3 clusters Score -2227492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2227499.000000 Penalty: 4871.418945
	Iteration 31Q: 3 clusters Score -2227499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2227501.250000 Penalty: 4871.418945
	Iteration 32Q: 3 clusters Score -2227501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2227505.250000 Penalty: 4871.418945
	Iteration 33Q: 3 clusters Score -2227505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2227504.500000 Penalty: 4871.418945
	Iteration 34Q: 3 clusters Score -2227504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2227511.000000 Penalty: 4871.418945
	Iteration 35Q: 3 clusters Score -2227511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2227513.000000 Penalty: 4871.418945
	Iteration 36Q: 3 clusters Score -2227513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2227509.250000 Penalty: 4871.418945
	Iteration 37Q: 3 clusters Score -2227509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2227509.250000 Penalty: 4871.418945
	Iteration 38Q: 3 clusters Score -2227509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2227511.750000 Penalty: 4871.418945
	Iteration 39Q: 3 clusters Score -2227512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2227509.500000 Penalty: 4871.418945
	Iteration 40F: 3 clusters Score -2227510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2227512.500000 Penalty: 4871.418945
	Iteration 41Q: 3 clusters Score -2227512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2227512.750000 Penalty: 4871.418945
	Iteration 42Q: 3 clusters Score -2227513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2227512.750000 Penalty: 4871.418945
	Iteration 43F: 3 clusters Score -2227513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (222860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222860 members 
Entering Unmasked Estep 
Score: -26545620.000000 Penalty: 3053.946045
	Iteration 0F: 2 clusters Score -2.654562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111307 members 
Mstep: Class 2 contains 111553 members 
Entering Unmasked Estep 
Score: -26408664.000000 Penalty: 6107.892090
	Iteration 0F: 3 clusters Score -2.640866e+07 nChanged 107460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111575 members 
Mstep: Class 2 contains 111285 members 
Entering Unmasked Estep 
Score: -26471244.000000 Penalty: 6107.892090
	Iteration 1F: 3 clusters Score -2.647124e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111466 members 
Mstep: Class 2 contains 111394 members 
Entering Unmasked Estep 
Score: -26472268.000000 Penalty: 6107.892090
	Iteration 2Q: 3 clusters Score -2.647227e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111245 members 
Mstep: Class 2 contains 111615 members 
Entering Unmasked Estep 
Score: -26473304.000000 Penalty: 6107.892090
	Iteration 3Q: 3 clusters Score -2.64733e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110783 members 
Mstep: Class 2 contains 112077 members 
Entering Unmasked Estep 
Score: -26474992.000000 Penalty: 6107.892090
	Iteration 4Q: 3 clusters Score -2.647499e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109848 members 
Mstep: Class 2 contains 113012 members 
Entering Unmasked Estep 
Score: -26477620.000000 Penalty: 6107.892090
	Iteration 5Q: 3 clusters Score -2.647762e+07 nChanged 9369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108387 members 
Mstep: Class 2 contains 114473 members 
Entering Unmasked Estep 
Score: -26481774.000000 Penalty: 6107.892090
	Iteration 6Q: 3 clusters Score -2.648177e+07 nChanged 12001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105930 members 
Mstep: Class 2 contains 116930 members 
Entering Unmasked Estep 
Score: -26488734.000000 Penalty: 6107.892090
	Iteration 7F: 3 clusters Score -2.648873e+07 nChanged 15375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102181 members 
Mstep: Class 2 contains 120679 members 
Entering Unmasked Estep 
Score: -26500648.000000 Penalty: 6107.892090
	Iteration 8F: 3 clusters Score -2.650065e+07 nChanged 17878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98107 members 
Mstep: Class 2 contains 124753 members 
Entering Unmasked Estep 
Score: -26516444.000000 Penalty: 6107.892090
	Iteration 9F: 3 clusters Score -2.651644e+07 nChanged 15801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95792 members 
Mstep: Class 2 contains 127068 members 
Entering Unmasked Estep 
Score: -26526230.000000 Penalty: 6107.892090
	Iteration 10F: 3 clusters Score -2.652623e+07 nChanged 9634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95554 members 
Mstep: Class 2 contains 127306 members 
Entering Unmasked Estep 
Score: -26529166.000000 Penalty: 6107.892090
	Iteration 11Q: 3 clusters Score -2.652917e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96061 members 
Mstep: Class 2 contains 126799 members 
Entering Unmasked Estep 
Score: -26530192.000000 Penalty: 6107.892090
	Iteration 12Q: 3 clusters Score -2.653019e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96869 members 
Mstep: Class 2 contains 125991 members 
Entering Unmasked Estep 
Score: -26531068.000000 Penalty: 6107.892090
	Iteration 13Q: 3 clusters Score -2.653107e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97899 members 
Mstep: Class 2 contains 124961 members 
Entering Unmasked Estep 
Score: -26531368.000000 Penalty: 6107.892090
	Iteration 14Q: 3 clusters Score -2.653137e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99182 members 
Mstep: Class 2 contains 123678 members 
Entering Unmasked Estep 
Score: -26531814.000000 Penalty: 6107.892090
	Iteration 15Q: 3 clusters Score -2.653181e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100708 members 
Mstep: Class 2 contains 122152 members 
Entering Unmasked Estep 
Score: -26532130.000000 Penalty: 6107.892090
	Iteration 16Q: 3 clusters Score -2.653213e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102338 members 
Mstep: Class 2 contains 120522 members 
Entering Unmasked Estep 
Score: -26532376.000000 Penalty: 6107.892090
	Iteration 17Q: 3 clusters Score -2.653238e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104181 members 
Mstep: Class 2 contains 118679 members 
Entering Unmasked Estep 
Score: -26532514.000000 Penalty: 6107.892090
	Iteration 18Q: 3 clusters Score -2.653251e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106128 members 
Mstep: Class 2 contains 116732 members 
Entering Unmasked Estep 
Score: -26532572.000000 Penalty: 6107.892090
	Iteration 19Q: 3 clusters Score -2.653257e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108113 members 
Mstep: Class 2 contains 114747 members 
Entering Unmasked Estep 
Score: -26532780.000000 Penalty: 6107.892090
	Iteration 20F: 3 clusters Score -2.653278e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110077 members 
Mstep: Class 2 contains 112783 members 
Entering Unmasked Estep 
Score: -26532828.000000 Penalty: 6107.892090
	Iteration 21Q: 3 clusters Score -2.653283e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111932 members 
Mstep: Class 2 contains 110928 members 
Entering Unmasked Estep 
Score: -26532720.000000 Penalty: 6107.892090
	Iteration 22Q: 3 clusters Score -2.653272e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113831 members 
Mstep: Class 2 contains 109029 members 
Entering Unmasked Estep 
Score: -26532714.000000 Penalty: 6107.892090
	Iteration 23Q: 3 clusters Score -2.653271e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115825 members 
Mstep: Class 2 contains 107035 members 
Entering Unmasked Estep 
Score: -26532544.000000 Penalty: 6107.892090
	Iteration 24Q: 3 clusters Score -2.653254e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117700 members 
Mstep: Class 2 contains 105160 members 
Entering Unmasked Estep 
Score: -26532372.000000 Penalty: 6107.892090
	Iteration 25Q: 3 clusters Score -2.653237e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119571 members 
Mstep: Class 2 contains 103289 members 
Entering Unmasked Estep 
Score: -26532256.000000 Penalty: 6107.892090
	Iteration 26Q: 3 clusters Score -2.653226e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121543 members 
Mstep: Class 2 contains 101317 members 
Entering Unmasked Estep 
Score: -26532112.000000 Penalty: 6107.892090
	Iteration 27Q: 3 clusters Score -2.653211e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123276 members 
Mstep: Class 2 contains 99584 members 
Entering Unmasked Estep 
Score: -26531954.000000 Penalty: 6107.892090
	Iteration 28Q: 3 clusters Score -2.653195e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124899 members 
Mstep: Class 2 contains 97961 members 
Entering Unmasked Estep 
Score: -26531624.000000 Penalty: 6107.892090
	Iteration 29Q: 3 clusters Score -2.653162e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126423 members 
Mstep: Class 2 contains 96437 members 
Entering Unmasked Estep 
Score: -26531334.000000 Penalty: 6107.892090
	Iteration 30Q: 3 clusters Score -2.653133e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127813 members 
Mstep: Class 2 contains 95047 members 
Entering Unmasked Estep 
Score: -26531208.000000 Penalty: 6107.892090
	Iteration 31Q: 3 clusters Score -2.653121e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129149 members 
Mstep: Class 2 contains 93711 members 
Entering Unmasked Estep 
Score: -26531054.000000 Penalty: 6107.892090
	Iteration 32Q: 3 clusters Score -2.653105e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130489 members 
Mstep: Class 2 contains 92371 members 
Entering Unmasked Estep 
Score: -26530756.000000 Penalty: 6107.892090
	Iteration 33Q: 3 clusters Score -2.653076e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131851 members 
Mstep: Class 2 contains 91009 members 
Entering Unmasked Estep 
Score: -26530648.000000 Penalty: 6107.892090
	Iteration 34Q: 3 clusters Score -2.653065e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133212 members 
Mstep: Class 2 contains 89648 members 
Entering Unmasked Estep 
Score: -26530658.000000 Penalty: 6107.892090
	Iteration 35Q: 3 clusters Score -2.653066e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134553 members 
Mstep: Class 2 contains 88307 members 
Entering Unmasked Estep 
Score: -26530570.000000 Penalty: 6107.892090
	Iteration 36Q: 3 clusters Score -2.653057e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135890 members 
Mstep: Class 2 contains 86970 members 
Entering Unmasked Estep 
Score: -26530342.000000 Penalty: 6107.892090
	Iteration 37Q: 3 clusters Score -2.653034e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137298 members 
Mstep: Class 2 contains 85562 members 
Entering Unmasked Estep 
Score: -26530164.000000 Penalty: 6107.892090
	Iteration 38Q: 3 clusters Score -2.653016e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138776 members 
Mstep: Class 2 contains 84084 members 
Entering Unmasked Estep 
Score: -26529908.000000 Penalty: 6107.892090
	Iteration 39Q: 3 clusters Score -2.652991e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140230 members 
Mstep: Class 2 contains 82630 members 
Entering Unmasked Estep 
Score: -26529610.000000 Penalty: 6107.892090
	Iteration 40F: 3 clusters Score -2.652961e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141750 members 
Mstep: Class 2 contains 81110 members 
Entering Unmasked Estep 
Score: -26529356.000000 Penalty: 6107.892090
	Iteration 41Q: 3 clusters Score -2.652936e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143296 members 
Mstep: Class 2 contains 79564 members 
Entering Unmasked Estep 
Score: -26529126.000000 Penalty: 6107.892090
	Iteration 42Q: 3 clusters Score -2.652913e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144886 members 
Mstep: Class 2 contains 77974 members 
Entering Unmasked Estep 
Score: -26528966.000000 Penalty: 6107.892090
	Iteration 43Q: 3 clusters Score -2.652897e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146529 members 
Mstep: Class 2 contains 76331 members 
Entering Unmasked Estep 
Score: -26528838.000000 Penalty: 6107.892090
	Iteration 44Q: 3 clusters Score -2.652884e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148145 members 
Mstep: Class 2 contains 74715 members 
Entering Unmasked Estep 
Score: -26528818.000000 Penalty: 6107.892090
	Iteration 45Q: 3 clusters Score -2.652882e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149859 members 
Mstep: Class 2 contains 73001 members 
Entering Unmasked Estep 
Score: -26528624.000000 Penalty: 6107.892090
	Iteration 46Q: 3 clusters Score -2.652862e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151579 members 
Mstep: Class 2 contains 71281 members 
Entering Unmasked Estep 
Score: -26528410.000000 Penalty: 6107.892090
	Iteration 47Q: 3 clusters Score -2.652841e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153289 members 
Mstep: Class 2 contains 69571 members 
Entering Unmasked Estep 
Score: -26528408.000000 Penalty: 6107.892090
	Iteration 48Q: 3 clusters Score -2.652841e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155100 members 
Mstep: Class 2 contains 67760 members 
Entering Unmasked Estep 
Score: -26528466.000000 Penalty: 6107.892090
	Iteration 49Q: 3 clusters Score -2.652847e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156930 members 
Mstep: Class 2 contains 65930 members 
Entering Unmasked Estep 
Score: -26528344.000000 Penalty: 6107.892090
	Iteration 50Q: 3 clusters Score -2.652834e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158797 members 
Mstep: Class 2 contains 64063 members 
Entering Unmasked Estep 
Score: -26528320.000000 Penalty: 6107.892090
	Iteration 51Q: 3 clusters Score -2.652832e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160725 members 
Mstep: Class 2 contains 62135 members 
Entering Unmasked Estep 
Score: -26528334.000000 Penalty: 6107.892090
	Iteration 52Q: 3 clusters Score -2.652833e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162616 members 
Mstep: Class 2 contains 60244 members 
Entering Unmasked Estep 
Score: -26528574.000000 Penalty: 6107.892090
	Iteration 53Q: 3 clusters Score -2.652857e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164594 members 
Mstep: Class 2 contains 58266 members 
Entering Unmasked Estep 
Score: -26528692.000000 Penalty: 6107.892090
	Iteration 54Q: 3 clusters Score -2.652869e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166525 members 
Mstep: Class 2 contains 56335 members 
Entering Unmasked Estep 
Score: -26528674.000000 Penalty: 6107.892090
	Iteration 55Q: 3 clusters Score -2.652867e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168498 members 
Mstep: Class 2 contains 54362 members 
Entering Unmasked Estep 
Score: -26528910.000000 Penalty: 6107.892090
	Iteration 56Q: 3 clusters Score -2.652891e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170509 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
Score: -26529046.000000 Penalty: 6107.892090
	Iteration 57Q: 3 clusters Score -2.652905e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172465 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -26529334.000000 Penalty: 6107.892090
	Iteration 58Q: 3 clusters Score -2.652933e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174555 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -26529686.000000 Penalty: 6107.892090
	Iteration 59Q: 3 clusters Score -2.652969e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176644 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -26529894.000000 Penalty: 6107.892090
	Iteration 60F: 3 clusters Score -2.652989e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178868 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -26530178.000000 Penalty: 6107.892090
	Iteration 61Q: 3 clusters Score -2.653018e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181129 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -26530538.000000 Penalty: 6107.892090
	Iteration 62Q: 3 clusters Score -2.653054e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183429 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -26530890.000000 Penalty: 6107.892090
	Iteration 63Q: 3 clusters Score -2.653089e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185715 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -26531486.000000 Penalty: 6107.892090
	Iteration 64Q: 3 clusters Score -2.653149e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188053 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -26532036.000000 Penalty: 6107.892090
	Iteration 65Q: 3 clusters Score -2.653204e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190315 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -26533132.000000 Penalty: 6107.892090
	Iteration 66Q: 3 clusters Score -2.653313e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192708 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -26534676.000000 Penalty: 6107.892090
	Iteration 67Q: 3 clusters Score -2.653468e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195107 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -26536338.000000 Penalty: 6107.892090
	Iteration 68Q: 3 clusters Score -2.653634e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197601 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -26538150.000000 Penalty: 6107.892090
	Iteration 69Q: 3 clusters Score -2.653815e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200205 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -26539376.000000 Penalty: 6107.892090
	Iteration 70Q: 3 clusters Score -2.653938e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202813 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -26540860.000000 Penalty: 6107.892090
	Iteration 71Q: 3 clusters Score -2.654086e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205360 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -26542130.000000 Penalty: 6107.892090
	Iteration 72Q: 3 clusters Score -2.654213e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207809 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -26543168.000000 Penalty: 6107.892090
	Iteration 73Q: 3 clusters Score -2.654317e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210095 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -26544038.000000 Penalty: 6107.892090
	Iteration 74Q: 3 clusters Score -2.654404e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212186 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -26544378.000000 Penalty: 6107.892090
	Iteration 75Q: 3 clusters Score -2.654438e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214068 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -26544470.000000 Penalty: 6107.892090
	Iteration 76Q: 3 clusters Score -2.654447e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215726 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -26544622.000000 Penalty: 6107.892090
	Iteration 77Q: 3 clusters Score -2.654462e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217068 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -26544524.000000 Penalty: 6107.892090
	Iteration 78Q: 3 clusters Score -2.654452e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218198 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -26544490.000000 Penalty: 6107.892090
	Iteration 79Q: 3 clusters Score -2.654449e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219086 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -26544342.000000 Penalty: 6107.892090
	Iteration 80F: 3 clusters Score -2.654434e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219777 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -26544266.000000 Penalty: 6107.892090
	Iteration 81Q: 3 clusters Score -2.654427e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220313 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -26544266.000000 Penalty: 6107.892090
	Iteration 82Q: 3 clusters Score -2.654427e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220693 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -26544070.000000 Penalty: 6107.892090
	Iteration 83Q: 3 clusters Score -2.654407e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220977 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -26544056.000000 Penalty: 6107.892090
	Iteration 84Q: 3 clusters Score -2.654406e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221190 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -26544000.000000 Penalty: 6107.892090
	Iteration 85Q: 3 clusters Score -2.6544e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221361 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -26543940.000000 Penalty: 6107.892090
	Iteration 86Q: 3 clusters Score -2.654394e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221483 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -26543862.000000 Penalty: 6107.892090
	Iteration 87Q: 3 clusters Score -2.654386e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221563 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -26543842.000000 Penalty: 6107.892090
	Iteration 88Q: 3 clusters Score -2.654384e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221622 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -26543846.000000 Penalty: 6107.892090
	Iteration 89Q: 3 clusters Score -2.654385e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221684 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -26543810.000000 Penalty: 6107.892090
	Iteration 90Q: 3 clusters Score -2.654381e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221746 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -26543774.000000 Penalty: 6107.892090
	Iteration 91Q: 3 clusters Score -2.654377e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221786 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -26543788.000000 Penalty: 6107.892090
	Iteration 92Q: 3 clusters Score -2.654379e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221822 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -26543792.000000 Penalty: 6107.892090
	Iteration 93Q: 3 clusters Score -2.654379e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221859 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -26543782.000000 Penalty: 6107.892090
	Iteration 94Q: 3 clusters Score -2.654378e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221887 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -26543786.000000 Penalty: 6107.892090
	Iteration 95Q: 3 clusters Score -2.654379e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221908 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -26543750.000000 Penalty: 6107.892090
	Iteration 96Q: 3 clusters Score -2.654375e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221931 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -26543752.000000 Penalty: 6107.892090
	Iteration 97Q: 3 clusters Score -2.654375e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221953 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -26543732.000000 Penalty: 6107.892090
	Iteration 98Q: 3 clusters Score -2.654373e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221963 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -26543736.000000 Penalty: 6107.892090
	Iteration 99Q: 3 clusters Score -2.654374e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221971 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -26543716.000000 Penalty: 6107.892090
	Iteration 100F: 3 clusters Score -2.654372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221978 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -26543728.000000 Penalty: 6107.892090
	Iteration 101Q: 3 clusters Score -2.654373e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221981 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -26543724.000000 Penalty: 6107.892090
	Iteration 102Q: 3 clusters Score -2.654372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221990 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -26543720.000000 Penalty: 6107.892090
	Iteration 103Q: 3 clusters Score -2.654372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221990 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -26543740.000000 Penalty: 6107.892090
	Iteration 104Q: 3 clusters Score -2.654374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221993 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -26543748.000000 Penalty: 6107.892090
	Iteration 105Q: 3 clusters Score -2.654375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221997 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -26543766.000000 Penalty: 6107.892090
	Iteration 106Q: 3 clusters Score -2.654377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221998 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -26543756.000000 Penalty: 6107.892090
	Iteration 107Q: 3 clusters Score -2.654376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221999 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -26543742.000000 Penalty: 6107.892090
	Iteration 108Q: 3 clusters Score -2.654374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222001 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -26543744.000000 Penalty: 6107.892090
	Iteration 109Q: 3 clusters Score -2.654374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222003 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -26543744.000000 Penalty: 6107.892090
	Iteration 110Q: 3 clusters Score -2.654374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222006 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -26543750.000000 Penalty: 6107.892090
	Iteration 111Q: 3 clusters Score -2.654375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222006 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -26543732.000000 Penalty: 6107.892090
	Iteration 112Q: 3 clusters Score -2.654373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222008 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -26543740.000000 Penalty: 6107.892090
	Iteration 113Q: 3 clusters Score -2.654374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222008 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -26543740.000000 Penalty: 6107.892090
	Iteration 114F: 3 clusters Score -2.654374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Entering Unmasked Estep 
Score: -2084374.625000 Penalty: 2418.487793
	Iteration 0F: 2 clusters Score -2084375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2072167.500000 Penalty: 4836.975586
	Iteration 0F: 3 clusters Score -2072168 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2076135.250000 Penalty: 4836.975586
	Iteration 1F: 3 clusters Score -2076135 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2076517.125000 Penalty: 4836.975586
	Iteration 2F: 3 clusters Score -2076517 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2076802.875000 Penalty: 4836.975586
	Iteration 3Q: 3 clusters Score -2076803 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2077040.250000 Penalty: 4836.975586
	Iteration 4Q: 3 clusters Score -2077040 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2077283.125000 Penalty: 4836.975586
	Iteration 5Q: 3 clusters Score -2077283 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2077538.250000 Penalty: 4836.975586
	Iteration 6Q: 3 clusters Score -2077538 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2077841.875000 Penalty: 4836.975586
	Iteration 7Q: 3 clusters Score -2077842 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2078256.250000 Penalty: 4836.975586
	Iteration 8Q: 3 clusters Score -2078256 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2078850.000000 Penalty: 4836.975586
	Iteration 9F: 3 clusters Score -2078850 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2079610.500000 Penalty: 4836.975586
	Iteration 10F: 3 clusters Score -2079610 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2080421.375000 Penalty: 4836.975586
	Iteration 11F: 3 clusters Score -2080421 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2081123.000000 Penalty: 4836.975586
	Iteration 12Q: 3 clusters Score -2081123 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2081601.125000 Penalty: 4836.975586
	Iteration 13Q: 3 clusters Score -2081601 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2081883.875000 Penalty: 4836.975586
	Iteration 14Q: 3 clusters Score -2081884 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2082023.750000 Penalty: 4836.975586
	Iteration 15Q: 3 clusters Score -2082024 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2082125.500000 Penalty: 4836.975586
	Iteration 16Q: 3 clusters Score -2082126 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2082179.750000 Penalty: 4836.975586
	Iteration 17Q: 3 clusters Score -2082180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2082231.875000 Penalty: 4836.975586
	Iteration 18Q: 3 clusters Score -2082232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2082264.250000 Penalty: 4836.975586
	Iteration 19Q: 3 clusters Score -2082264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2082281.125000 Penalty: 4836.975586
	Iteration 20F: 3 clusters Score -2082281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2082300.875000 Penalty: 4836.975586
	Iteration 21Q: 3 clusters Score -2082301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2082314.875000 Penalty: 4836.975586
	Iteration 22Q: 3 clusters Score -2082315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2082326.375000 Penalty: 4836.975586
	Iteration 23Q: 3 clusters Score -2082326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2082337.125000 Penalty: 4836.975586
	Iteration 24Q: 3 clusters Score -2082337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2082347.250000 Penalty: 4836.975586
	Iteration 25Q: 3 clusters Score -2082347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2082349.375000 Penalty: 4836.975586
	Iteration 26Q: 3 clusters Score -2082349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2082351.750000 Penalty: 4836.975586
	Iteration 27Q: 3 clusters Score -2082352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2082352.875000 Penalty: 4836.975586
	Iteration 28Q: 3 clusters Score -2082353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2082354.125000 Penalty: 4836.975586
	Iteration 29Q: 3 clusters Score -2082354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2082354.375000 Penalty: 4836.975586
	Iteration 30Q: 3 clusters Score -2082354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -2082355.000000 Penalty: 4836.975586
	Iteration 31Q: 3 clusters Score -2082355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -2082359.000000 Penalty: 4836.975586
	Iteration 32Q: 3 clusters Score -2082359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2082360.500000 Penalty: 4836.975586
	Iteration 33Q: 3 clusters Score -2082360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2082363.000000 Penalty: 4836.975586
	Iteration 34Q: 3 clusters Score -2082363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2082363.000000 Penalty: 4836.975586
	Iteration 35F: 3 clusters Score -2082363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (97203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97203 members 
Entering Unmasked Estep 
Score: -11650098.000000 Penalty: 2848.170166
	Iteration 0F: 2 clusters Score -1.16501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -11585264.000000 Penalty: 5696.340332
	Iteration 0F: 3 clusters Score -1.158526e+07 nChanged 45950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -11612050.000000 Penalty: 5696.340332
	Iteration 1F: 3 clusters Score -1.161205e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -11613263.000000 Penalty: 5696.340332
	Iteration 2Q: 3 clusters Score -1.161326e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 53274 members 
Entering Unmasked Estep 
Score: -11615240.000000 Penalty: 5696.340332
	Iteration 3Q: 3 clusters Score -1.161524e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 56168 members 
Entering Unmasked Estep 
Score: -11618115.000000 Penalty: 5696.340332
	Iteration 4F: 3 clusters Score -1.161812e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 60218 members 
Entering Unmasked Estep 
Score: -11622296.000000 Penalty: 5696.340332
	Iteration 5F: 3 clusters Score -1.16223e+07 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 65176 members 
Entering Unmasked Estep 
Score: -11627983.000000 Penalty: 5696.340332
	Iteration 6F: 3 clusters Score -1.162798e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 70123 members 
Entering Unmasked Estep 
Score: -11634015.000000 Penalty: 5696.340332
	Iteration 7F: 3 clusters Score -1.163402e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 73796 members 
Entering Unmasked Estep 
Score: -11638724.000000 Penalty: 5696.340332
	Iteration 8F: 3 clusters Score -1.163872e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 76059 members 
Entering Unmasked Estep 
Score: -11641211.000000 Penalty: 5696.340332
	Iteration 9Q: 3 clusters Score -1.164121e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 77702 members 
Entering Unmasked Estep 
Score: -11642359.000000 Penalty: 5696.340332
	Iteration 10Q: 3 clusters Score -1.164236e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 79114 members 
Entering Unmasked Estep 
Score: -11643047.000000 Penalty: 5696.340332
	Iteration 11Q: 3 clusters Score -1.164305e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 80339 members 
Entering Unmasked Estep 
Score: -11643562.000000 Penalty: 5696.340332
	Iteration 12Q: 3 clusters Score -1.164356e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 81556 members 
Entering Unmasked Estep 
Score: -11643944.000000 Penalty: 5696.340332
	Iteration 13Q: 3 clusters Score -1.164394e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 82650 members 
Entering Unmasked Estep 
Score: -11644233.000000 Penalty: 5696.340332
	Iteration 14Q: 3 clusters Score -1.164423e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 83699 members 
Entering Unmasked Estep 
Score: -11644609.000000 Penalty: 5696.340332
	Iteration 15Q: 3 clusters Score -1.164461e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 84695 members 
Entering Unmasked Estep 
Score: -11644913.000000 Penalty: 5696.340332
	Iteration 16Q: 3 clusters Score -1.164491e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 85690 members 
Entering Unmasked Estep 
Score: -11645215.000000 Penalty: 5696.340332
	Iteration 17Q: 3 clusters Score -1.164522e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 86616 members 
Entering Unmasked Estep 
Score: -11645644.000000 Penalty: 5696.340332
	Iteration 18Q: 3 clusters Score -1.164564e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 87424 members 
Entering Unmasked Estep 
Score: -11645921.000000 Penalty: 5696.340332
	Iteration 19Q: 3 clusters Score -1.164592e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 88188 members 
Entering Unmasked Estep 
Score: -11646123.000000 Penalty: 5696.340332
	Iteration 20F: 3 clusters Score -1.164612e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 88903 members 
Entering Unmasked Estep 
Score: -11646331.000000 Penalty: 5696.340332
	Iteration 21Q: 3 clusters Score -1.164633e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 89589 members 
Entering Unmasked Estep 
Score: -11646522.000000 Penalty: 5696.340332
	Iteration 22Q: 3 clusters Score -1.164652e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 90220 members 
Entering Unmasked Estep 
Score: -11646697.000000 Penalty: 5696.340332
	Iteration 23Q: 3 clusters Score -1.16467e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 90732 members 
Entering Unmasked Estep 
Score: -11646795.000000 Penalty: 5696.340332
	Iteration 24Q: 3 clusters Score -1.16468e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 91192 members 
Entering Unmasked Estep 
Score: -11646958.000000 Penalty: 5696.340332
	Iteration 25Q: 3 clusters Score -1.164696e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 91614 members 
Entering Unmasked Estep 
Score: -11647111.000000 Penalty: 5696.340332
	Iteration 26Q: 3 clusters Score -1.164711e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 92017 members 
Entering Unmasked Estep 
Score: -11647202.000000 Penalty: 5696.340332
	Iteration 27Q: 3 clusters Score -1.16472e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 92377 members 
Entering Unmasked Estep 
Score: -11647318.000000 Penalty: 5696.340332
	Iteration 28Q: 3 clusters Score -1.164732e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 92666 members 
Entering Unmasked Estep 
Score: -11647366.000000 Penalty: 5696.340332
	Iteration 29Q: 3 clusters Score -1.164737e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 92956 members 
Entering Unmasked Estep 
Score: -11647419.000000 Penalty: 5696.340332
	Iteration 30Q: 3 clusters Score -1.164742e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 93204 members 
Entering Unmasked Estep 
Score: -11647495.000000 Penalty: 5696.340332
	Iteration 31Q: 3 clusters Score -1.16475e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 93431 members 
Entering Unmasked Estep 
Score: -11647578.000000 Penalty: 5696.340332
	Iteration 32Q: 3 clusters Score -1.164758e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 93626 members 
Entering Unmasked Estep 
Score: -11647585.000000 Penalty: 5696.340332
	Iteration 33Q: 3 clusters Score -1.164758e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 93807 members 
Entering Unmasked Estep 
Score: -11647650.000000 Penalty: 5696.340332
	Iteration 34Q: 3 clusters Score -1.164765e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 93980 members 
Entering Unmasked Estep 
Score: -11647709.000000 Penalty: 5696.340332
	Iteration 35Q: 3 clusters Score -1.164771e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 94143 members 
Entering Unmasked Estep 
Score: -11647735.000000 Penalty: 5696.340332
	Iteration 36Q: 3 clusters Score -1.164774e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 94274 members 
Entering Unmasked Estep 
Score: -11647765.000000 Penalty: 5696.340332
	Iteration 37Q: 3 clusters Score -1.164776e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 94369 members 
Entering Unmasked Estep 
Score: -11647780.000000 Penalty: 5696.340332
	Iteration 38Q: 3 clusters Score -1.164778e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 94461 members 
Entering Unmasked Estep 
Score: -11647796.000000 Penalty: 5696.340332
	Iteration 39Q: 3 clusters Score -1.16478e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 94543 members 
Entering Unmasked Estep 
Score: -11647838.000000 Penalty: 5696.340332
	Iteration 40F: 3 clusters Score -1.164784e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 94614 members 
Entering Unmasked Estep 
Score: -11647849.000000 Penalty: 5696.340332
	Iteration 41Q: 3 clusters Score -1.164785e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 94684 members 
Entering Unmasked Estep 
Score: -11647873.000000 Penalty: 5696.340332
	Iteration 42Q: 3 clusters Score -1.164787e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 94743 members 
Entering Unmasked Estep 
Score: -11647887.000000 Penalty: 5696.340332
	Iteration 43Q: 3 clusters Score -1.164789e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 94798 members 
Entering Unmasked Estep 
Score: -11647875.000000 Penalty: 5696.340332
	Iteration 44Q: 3 clusters Score -1.164788e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 94844 members 
Entering Unmasked Estep 
Score: -11647888.000000 Penalty: 5696.340332
	Iteration 45Q: 3 clusters Score -1.164789e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 94891 members 
Entering Unmasked Estep 
Score: -11647898.000000 Penalty: 5696.340332
	Iteration 46Q: 3 clusters Score -1.16479e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 94927 members 
Entering Unmasked Estep 
Score: -11647923.000000 Penalty: 5696.340332
	Iteration 47Q: 3 clusters Score -1.164792e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 94962 members 
Entering Unmasked Estep 
Score: -11647933.000000 Penalty: 5696.340332
	Iteration 48Q: 3 clusters Score -1.164793e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 94992 members 
Entering Unmasked Estep 
Score: -11647938.000000 Penalty: 5696.340332
	Iteration 49Q: 3 clusters Score -1.164794e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 95028 members 
Entering Unmasked Estep 
Score: -11647944.000000 Penalty: 5696.340332
	Iteration 50Q: 3 clusters Score -1.164794e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 95060 members 
Entering Unmasked Estep 
Score: -11647928.000000 Penalty: 5696.340332
	Iteration 51Q: 3 clusters Score -1.164793e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 95092 members 
Entering Unmasked Estep 
Score: -11647935.000000 Penalty: 5696.340332
	Iteration 52Q: 3 clusters Score -1.164794e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 95117 members 
Entering Unmasked Estep 
Score: -11647940.000000 Penalty: 5696.340332
	Iteration 53Q: 3 clusters Score -1.164794e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 95136 members 
Entering Unmasked Estep 
Score: -11647949.000000 Penalty: 5696.340332
	Iteration 54Q: 3 clusters Score -1.164795e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 95154 members 
Entering Unmasked Estep 
Score: -11647953.000000 Penalty: 5696.340332
	Iteration 55Q: 3 clusters Score -1.164795e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 95175 members 
Entering Unmasked Estep 
Score: -11647974.000000 Penalty: 5696.340332
	Iteration 56Q: 3 clusters Score -1.164797e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 95188 members 
Entering Unmasked Estep 
Score: -11647972.000000 Penalty: 5696.340332
	Iteration 57Q: 3 clusters Score -1.164797e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 95197 members 
Entering Unmasked Estep 
Score: -11647969.000000 Penalty: 5696.340332
	Iteration 58Q: 3 clusters Score -1.164797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 95203 members 
Entering Unmasked Estep 
Score: -11647964.000000 Penalty: 5696.340332
	Iteration 59Q: 3 clusters Score -1.164796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 95206 members 
Entering Unmasked Estep 
Score: -11647972.000000 Penalty: 5696.340332
	Iteration 60F: 3 clusters Score -1.164797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 95208 members 
Entering Unmasked Estep 
Score: -11647966.000000 Penalty: 5696.340332
	Iteration 61Q: 3 clusters Score -1.164797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 95212 members 
Entering Unmasked Estep 
Score: -11647980.000000 Penalty: 5696.340332
	Iteration 62Q: 3 clusters Score -1.164798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 95217 members 
Entering Unmasked Estep 
Score: -11647974.000000 Penalty: 5696.340332
	Iteration 63Q: 3 clusters Score -1.164797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 95223 members 
Entering Unmasked Estep 
Score: -11647973.000000 Penalty: 5696.340332
	Iteration 64Q: 3 clusters Score -1.164797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 95231 members 
Entering Unmasked Estep 
Score: -11647980.000000 Penalty: 5696.340332
	Iteration 65Q: 3 clusters Score -1.164798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 95235 members 
Entering Unmasked Estep 
Score: -11647974.000000 Penalty: 5696.340332
	Iteration 66Q: 3 clusters Score -1.164797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 95238 members 
Entering Unmasked Estep 
Score: -11647973.000000 Penalty: 5696.340332
	Iteration 67Q: 3 clusters Score -1.164797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 95241 members 
Entering Unmasked Estep 
Score: -11647976.000000 Penalty: 5696.340332
	Iteration 68Q: 3 clusters Score -1.164798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 95244 members 
Entering Unmasked Estep 
Score: -11647979.000000 Penalty: 5696.340332
	Iteration 69Q: 3 clusters Score -1.164798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 95244 members 
Entering Unmasked Estep 
Score: -11647979.000000 Penalty: 5696.340332
	Iteration 70F: 3 clusters Score -1.164798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Entering Unmasked Estep 
Score: -4678379.500000 Penalty: 2619.867432
	Iteration 0F: 2 clusters Score -4678380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -4652158.500000 Penalty: 5239.734863
	Iteration 0F: 3 clusters Score -4652158 nChanged 17660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -4662101.000000 Penalty: 5239.734863
	Iteration 1F: 3 clusters Score -4662101 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -4663037.000000 Penalty: 5239.734863
	Iteration 2Q: 3 clusters Score -4663037 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -4664083.000000 Penalty: 5239.734863
	Iteration 3Q: 3 clusters Score -4664083 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -4665170.500000 Penalty: 5239.734863
	Iteration 4F: 3 clusters Score -4665170 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -4666249.000000 Penalty: 5239.734863
	Iteration 5F: 3 clusters Score -4666249 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -4667509.500000 Penalty: 5239.734863
	Iteration 6F: 3 clusters Score -4667510 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -4669038.000000 Penalty: 5239.734863
	Iteration 7F: 3 clusters Score -4669038 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -4670748.000000 Penalty: 5239.734863
	Iteration 8F: 3 clusters Score -4670748 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -4672602.000000 Penalty: 5239.734863
	Iteration 9F: 3 clusters Score -4672602 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -4674061.000000 Penalty: 5239.734863
	Iteration 10F: 3 clusters Score -4674061 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -4674942.000000 Penalty: 5239.734863
	Iteration 11Q: 3 clusters Score -4674942 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -4675441.500000 Penalty: 5239.734863
	Iteration 12Q: 3 clusters Score -4675442 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -4675775.000000 Penalty: 5239.734863
	Iteration 13Q: 3 clusters Score -4675775 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -4676049.000000 Penalty: 5239.734863
	Iteration 14Q: 3 clusters Score -4676049 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -4676263.000000 Penalty: 5239.734863
	Iteration 15Q: 3 clusters Score -4676263 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -4676428.500000 Penalty: 5239.734863
	Iteration 16Q: 3 clusters Score -4676428 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -4676587.000000 Penalty: 5239.734863
	Iteration 17Q: 3 clusters Score -4676587 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -4676729.000000 Penalty: 5239.734863
	Iteration 18Q: 3 clusters Score -4676729 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -4676865.500000 Penalty: 5239.734863
	Iteration 19Q: 3 clusters Score -4676866 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -4676948.000000 Penalty: 5239.734863
	Iteration 20F: 3 clusters Score -4676948 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -4677066.500000 Penalty: 5239.734863
	Iteration 21Q: 3 clusters Score -4677066 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -4677161.000000 Penalty: 5239.734863
	Iteration 22Q: 3 clusters Score -4677161 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -4677237.000000 Penalty: 5239.734863
	Iteration 23Q: 3 clusters Score -4677237 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -4677329.000000 Penalty: 5239.734863
	Iteration 24Q: 3 clusters Score -4677329 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -4677411.500000 Penalty: 5239.734863
	Iteration 25Q: 3 clusters Score -4677412 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -4677508.000000 Penalty: 5239.734863
	Iteration 26Q: 3 clusters Score -4677508 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -4677550.000000 Penalty: 5239.734863
	Iteration 27Q: 3 clusters Score -4677550 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -4677581.500000 Penalty: 5239.734863
	Iteration 28Q: 3 clusters Score -4677582 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -4677621.000000 Penalty: 5239.734863
	Iteration 29Q: 3 clusters Score -4677621 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -4677659.500000 Penalty: 5239.734863
	Iteration 30Q: 3 clusters Score -4677660 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -4677714.500000 Penalty: 5239.734863
	Iteration 31Q: 3 clusters Score -4677714 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -4677733.500000 Penalty: 5239.734863
	Iteration 32Q: 3 clusters Score -4677734 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -4677752.500000 Penalty: 5239.734863
	Iteration 33Q: 3 clusters Score -4677752 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -4677767.000000 Penalty: 5239.734863
	Iteration 34Q: 3 clusters Score -4677767 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -4677793.000000 Penalty: 5239.734863
	Iteration 35Q: 3 clusters Score -4677793 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -4677799.000000 Penalty: 5239.734863
	Iteration 36Q: 3 clusters Score -4677799 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -4677825.000000 Penalty: 5239.734863
	Iteration 37Q: 3 clusters Score -4677825 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -4677865.000000 Penalty: 5239.734863
	Iteration 38Q: 3 clusters Score -4677865 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -4677887.000000 Penalty: 5239.734863
	Iteration 39Q: 3 clusters Score -4677887 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -4677913.000000 Penalty: 5239.734863
	Iteration 40F: 3 clusters Score -4677913 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -4677926.500000 Penalty: 5239.734863
	Iteration 41Q: 3 clusters Score -4677926 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -4677947.500000 Penalty: 5239.734863
	Iteration 42Q: 3 clusters Score -4677948 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -4677956.500000 Penalty: 5239.734863
	Iteration 43Q: 3 clusters Score -4677956 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -4677958.000000 Penalty: 5239.734863
	Iteration 44Q: 3 clusters Score -4677958 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -4677957.000000 Penalty: 5239.734863
	Iteration 45Q: 3 clusters Score -4677957 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -4677973.500000 Penalty: 5239.734863
	Iteration 46Q: 3 clusters Score -4677974 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -4677977.500000 Penalty: 5239.734863
	Iteration 47Q: 3 clusters Score -4677978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -4677992.500000 Penalty: 5239.734863
	Iteration 48Q: 3 clusters Score -4677992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -4677992.500000 Penalty: 5239.734863
	Iteration 49Q: 3 clusters Score -4677992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -4677990.500000 Penalty: 5239.734863
	Iteration 50Q: 3 clusters Score -4677990 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -4677989.500000 Penalty: 5239.734863
	Iteration 51Q: 3 clusters Score -4677990 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -4677989.000000 Penalty: 5239.734863
	Iteration 52Q: 3 clusters Score -4677989 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -4678000.000000 Penalty: 5239.734863
	Iteration 53Q: 3 clusters Score -4678000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -4678018.500000 Penalty: 5239.734863
	Iteration 54Q: 3 clusters Score -4678018 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -4678027.000000 Penalty: 5239.734863
	Iteration 55Q: 3 clusters Score -4678027 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -4678013.500000 Penalty: 5239.734863
	Iteration 56Q: 3 clusters Score -4678014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -4678009.500000 Penalty: 5239.734863
	Iteration 57Q: 3 clusters Score -4678010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -4678011.000000 Penalty: 5239.734863
	Iteration 58Q: 3 clusters Score -4678011 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -4678011.500000 Penalty: 5239.734863
	Iteration 59Q: 3 clusters Score -4678012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -4678023.500000 Penalty: 5239.734863
	Iteration 60F: 3 clusters Score -4678024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -4678029.500000 Penalty: 5239.734863
	Iteration 61Q: 3 clusters Score -4678030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -4678024.000000 Penalty: 5239.734863
	Iteration 62Q: 3 clusters Score -4678024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -4678036.500000 Penalty: 5239.734863
	Iteration 63Q: 3 clusters Score -4678036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -4678044.500000 Penalty: 5239.734863
	Iteration 64Q: 3 clusters Score -4678044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -4678039.500000 Penalty: 5239.734863
	Iteration 65Q: 3 clusters Score -4678040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -4678045.500000 Penalty: 5239.734863
	Iteration 66Q: 3 clusters Score -4678046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -4678049.000000 Penalty: 5239.734863
	Iteration 67Q: 3 clusters Score -4678049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -4678046.500000 Penalty: 5239.734863
	Iteration 68Q: 3 clusters Score -4678046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -4678037.500000 Penalty: 5239.734863
	Iteration 69Q: 3 clusters Score -4678038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -4678040.000000 Penalty: 5239.734863
	Iteration 70Q: 3 clusters Score -4678040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -4678038.500000 Penalty: 5239.734863
	Iteration 71Q: 3 clusters Score -4678038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -4678033.000000 Penalty: 5239.734863
	Iteration 72Q: 3 clusters Score -4678033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -4678029.500000 Penalty: 5239.734863
	Iteration 73Q: 3 clusters Score -4678030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -4678030.000000 Penalty: 5239.734863
	Iteration 74Q: 3 clusters Score -4678030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -4678041.000000 Penalty: 5239.734863
	Iteration 75Q: 3 clusters Score -4678041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -4678040.500000 Penalty: 5239.734863
	Iteration 76Q: 3 clusters Score -4678040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -4678037.500000 Penalty: 5239.734863
	Iteration 77Q: 3 clusters Score -4678038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -4678035.500000 Penalty: 5239.734863
	Iteration 78Q: 3 clusters Score -4678036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -4678040.000000 Penalty: 5239.734863
	Iteration 79Q: 3 clusters Score -4678040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -4678041.500000 Penalty: 5239.734863
	Iteration 80F: 3 clusters Score -4678042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -4678045.000000 Penalty: 5239.734863
	Iteration 81Q: 3 clusters Score -4678045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -4678045.500000 Penalty: 5239.734863
	Iteration 82Q: 3 clusters Score -4678046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -4678046.500000 Penalty: 5239.734863
	Iteration 83Q: 3 clusters Score -4678046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -4678049.500000 Penalty: 5239.734863
	Iteration 84Q: 3 clusters Score -4678050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -4678049.000000 Penalty: 5239.734863
	Iteration 85Q: 3 clusters Score -4678049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -4678046.500000 Penalty: 5239.734863
	Iteration 86Q: 3 clusters Score -4678046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -4678050.000000 Penalty: 5239.734863
	Iteration 87Q: 3 clusters Score -4678050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -4678050.500000 Penalty: 5239.734863
	Iteration 88Q: 3 clusters Score -4678050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -4678047.500000 Penalty: 5239.734863
	Iteration 89Q: 3 clusters Score -4678048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -4678047.500000 Penalty: 5239.734863
	Iteration 90F: 3 clusters Score -4678048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Entering Unmasked Estep 
Score: -4175125.000000 Penalty: 2592.771973
	Iteration 0F: 2 clusters Score -4175125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -4151373.500000 Penalty: 5185.543945
	Iteration 0F: 3 clusters Score -4151374 nChanged 15694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -4160033.750000 Penalty: 5185.543945
	Iteration 1F: 3 clusters Score -4160034 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -4160784.000000 Penalty: 5185.543945
	Iteration 2Q: 3 clusters Score -4160784 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -4161894.500000 Penalty: 5185.543945
	Iteration 3F: 3 clusters Score -4161894 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -4163427.250000 Penalty: 5185.543945
	Iteration 4F: 3 clusters Score -4163427 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -4165230.250000 Penalty: 5185.543945
	Iteration 5F: 3 clusters Score -4165230 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -4167192.250000 Penalty: 5185.543945
	Iteration 6F: 3 clusters Score -4167192 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -4169165.500000 Penalty: 5185.543945
	Iteration 7F: 3 clusters Score -4169166 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -4170614.250000 Penalty: 5185.543945
	Iteration 8F: 3 clusters Score -4170614 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -4171345.500000 Penalty: 5185.543945
	Iteration 9Q: 3 clusters Score -4171346 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -4171644.500000 Penalty: 5185.543945
	Iteration 10Q: 3 clusters Score -4171644 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -4171815.000000 Penalty: 5185.543945
	Iteration 11Q: 3 clusters Score -4171815 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -4171916.500000 Penalty: 5185.543945
	Iteration 12Q: 3 clusters Score -4171916 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -4172022.750000 Penalty: 5185.543945
	Iteration 13Q: 3 clusters Score -4172023 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -4172113.000000 Penalty: 5185.543945
	Iteration 14Q: 3 clusters Score -4172113 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -4172190.500000 Penalty: 5185.543945
	Iteration 15Q: 3 clusters Score -4172190 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -4172268.250000 Penalty: 5185.543945
	Iteration 16Q: 3 clusters Score -4172268 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -4172322.500000 Penalty: 5185.543945
	Iteration 17Q: 3 clusters Score -4172322 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -4172388.750000 Penalty: 5185.543945
	Iteration 18Q: 3 clusters Score -4172389 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -4172455.500000 Penalty: 5185.543945
	Iteration 19Q: 3 clusters Score -4172456 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -4172520.500000 Penalty: 5185.543945
	Iteration 20F: 3 clusters Score -4172520 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -4172560.500000 Penalty: 5185.543945
	Iteration 21Q: 3 clusters Score -4172560 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -4172617.750000 Penalty: 5185.543945
	Iteration 22Q: 3 clusters Score -4172618 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -4172657.500000 Penalty: 5185.543945
	Iteration 23Q: 3 clusters Score -4172658 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -4172712.000000 Penalty: 5185.543945
	Iteration 24Q: 3 clusters Score -4172712 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -4172749.000000 Penalty: 5185.543945
	Iteration 25Q: 3 clusters Score -4172749 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -4172796.250000 Penalty: 5185.543945
	Iteration 26Q: 3 clusters Score -4172796 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -4172831.500000 Penalty: 5185.543945
	Iteration 27Q: 3 clusters Score -4172832 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -4172877.250000 Penalty: 5185.543945
	Iteration 28Q: 3 clusters Score -4172877 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -4172905.250000 Penalty: 5185.543945
	Iteration 29Q: 3 clusters Score -4172905 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -4172959.750000 Penalty: 5185.543945
	Iteration 30Q: 3 clusters Score -4172960 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -4173013.250000 Penalty: 5185.543945
	Iteration 31Q: 3 clusters Score -4173013 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -4173047.000000 Penalty: 5185.543945
	Iteration 32Q: 3 clusters Score -4173047 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -4173075.000000 Penalty: 5185.543945
	Iteration 33Q: 3 clusters Score -4173075 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -4173106.500000 Penalty: 5185.543945
	Iteration 34Q: 3 clusters Score -4173106 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -4173141.500000 Penalty: 5185.543945
	Iteration 35Q: 3 clusters Score -4173142 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -4173184.500000 Penalty: 5185.543945
	Iteration 36Q: 3 clusters Score -4173184 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -4173226.500000 Penalty: 5185.543945
	Iteration 37Q: 3 clusters Score -4173226 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -4173264.250000 Penalty: 5185.543945
	Iteration 38Q: 3 clusters Score -4173264 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -4173274.000000 Penalty: 5185.543945
	Iteration 39Q: 3 clusters Score -4173274 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -4173294.500000 Penalty: 5185.543945
	Iteration 40F: 3 clusters Score -4173294 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -4173317.000000 Penalty: 5185.543945
	Iteration 41Q: 3 clusters Score -4173317 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -4173335.750000 Penalty: 5185.543945
	Iteration 42Q: 3 clusters Score -4173336 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -4173358.750000 Penalty: 5185.543945
	Iteration 43Q: 3 clusters Score -4173359 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -4173368.250000 Penalty: 5185.543945
	Iteration 44Q: 3 clusters Score -4173368 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -4173386.000000 Penalty: 5185.543945
	Iteration 45Q: 3 clusters Score -4173386 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -4173410.500000 Penalty: 5185.543945
	Iteration 46Q: 3 clusters Score -4173410 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -4173421.250000 Penalty: 5185.543945
	Iteration 47Q: 3 clusters Score -4173421 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -4173445.000000 Penalty: 5185.543945
	Iteration 48Q: 3 clusters Score -4173445 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -4173454.750000 Penalty: 5185.543945
	Iteration 49Q: 3 clusters Score -4173455 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -4173467.500000 Penalty: 5185.543945
	Iteration 50Q: 3 clusters Score -4173468 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -4173482.500000 Penalty: 5185.543945
	Iteration 51Q: 3 clusters Score -4173482 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -4173491.500000 Penalty: 5185.543945
	Iteration 52Q: 3 clusters Score -4173492 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -4173499.000000 Penalty: 5185.543945
	Iteration 53Q: 3 clusters Score -4173499 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -4173505.750000 Penalty: 5185.543945
	Iteration 54Q: 3 clusters Score -4173506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -4173519.250000 Penalty: 5185.543945
	Iteration 55Q: 3 clusters Score -4173519 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -4173529.500000 Penalty: 5185.543945
	Iteration 56Q: 3 clusters Score -4173530 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -4173537.250000 Penalty: 5185.543945
	Iteration 57Q: 3 clusters Score -4173537 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -4173566.000000 Penalty: 5185.543945
	Iteration 58Q: 3 clusters Score -4173566 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -4173588.750000 Penalty: 5185.543945
	Iteration 59Q: 3 clusters Score -4173589 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -4173608.250000 Penalty: 5185.543945
	Iteration 60F: 3 clusters Score -4173608 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -4173625.250000 Penalty: 5185.543945
	Iteration 61Q: 3 clusters Score -4173625 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -4173631.000000 Penalty: 5185.543945
	Iteration 62Q: 3 clusters Score -4173631 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -4173654.750000 Penalty: 5185.543945
	Iteration 63Q: 3 clusters Score -4173655 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -4173670.250000 Penalty: 5185.543945
	Iteration 64Q: 3 clusters Score -4173670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -4173681.250000 Penalty: 5185.543945
	Iteration 65Q: 3 clusters Score -4173681 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -4173700.000000 Penalty: 5185.543945
	Iteration 66Q: 3 clusters Score -4173700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -4173709.250000 Penalty: 5185.543945
	Iteration 67Q: 3 clusters Score -4173709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -4173713.500000 Penalty: 5185.543945
	Iteration 68Q: 3 clusters Score -4173714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -4173712.750000 Penalty: 5185.543945
	Iteration 69Q: 3 clusters Score -4173713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -4173721.500000 Penalty: 5185.543945
	Iteration 70Q: 3 clusters Score -4173722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -4173716.000000 Penalty: 5185.543945
	Iteration 71Q: 3 clusters Score -4173716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -4173717.500000 Penalty: 5185.543945
	Iteration 72Q: 3 clusters Score -4173718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -4173722.250000 Penalty: 5185.543945
	Iteration 73Q: 3 clusters Score -4173722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -4173723.000000 Penalty: 5185.543945
	Iteration 74Q: 3 clusters Score -4173723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -4173731.000000 Penalty: 5185.543945
	Iteration 75Q: 3 clusters Score -4173731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -4173724.250000 Penalty: 5185.543945
	Iteration 76Q: 3 clusters Score -4173724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -4173726.500000 Penalty: 5185.543945
	Iteration 77Q: 3 clusters Score -4173726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -4173726.250000 Penalty: 5185.543945
	Iteration 78Q: 3 clusters Score -4173726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -4173724.500000 Penalty: 5185.543945
	Iteration 79Q: 3 clusters Score -4173724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -4173731.000000 Penalty: 5185.543945
	Iteration 80F: 3 clusters Score -4173731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -4173730.750000 Penalty: 5185.543945
	Iteration 81Q: 3 clusters Score -4173731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -4173738.750000 Penalty: 5185.543945
	Iteration 82Q: 3 clusters Score -4173739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -4173741.250000 Penalty: 5185.543945
	Iteration 83Q: 3 clusters Score -4173741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -4173741.500000 Penalty: 5185.543945
	Iteration 84Q: 3 clusters Score -4173742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -4173737.500000 Penalty: 5185.543945
	Iteration 85Q: 3 clusters Score -4173738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -4173737.750000 Penalty: 5185.543945
	Iteration 86Q: 3 clusters Score -4173738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -4173734.750000 Penalty: 5185.543945
	Iteration 87Q: 3 clusters Score -4173735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -4173735.250000 Penalty: 5185.543945
	Iteration 88Q: 3 clusters Score -4173735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -4173732.250000 Penalty: 5185.543945
	Iteration 89Q: 3 clusters Score -4173732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -4173736.500000 Penalty: 5185.543945
	Iteration 90Q: 3 clusters Score -4173736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -4173732.750000 Penalty: 5185.543945
	Iteration 91Q: 3 clusters Score -4173733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -4173730.750000 Penalty: 5185.543945
	Iteration 92Q: 3 clusters Score -4173731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -4173740.000000 Penalty: 5185.543945
	Iteration 93Q: 3 clusters Score -4173740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -4173739.250000 Penalty: 5185.543945
	Iteration 94Q: 3 clusters Score -4173739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -4173739.250000 Penalty: 5185.543945
	Iteration 95F: 3 clusters Score -4173739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Entering Unmasked Estep 
Score: -464907.812500 Penalty: 2060.799805
	Iteration 0F: 2 clusters Score -464907.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -461005.156250 Penalty: 4121.599609
	Iteration 0F: 3 clusters Score -461005.2 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -461864.625000 Penalty: 4121.599609
	Iteration 1F: 3 clusters Score -461864.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -462115.250000 Penalty: 4121.599609
	Iteration 2F: 3 clusters Score -462115.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -462310.812500 Penalty: 4121.599609
	Iteration 3F: 3 clusters Score -462310.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -462483.750000 Penalty: 4121.599609
	Iteration 4F: 3 clusters Score -462483.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -462628.843750 Penalty: 4121.599609
	Iteration 5Q: 3 clusters Score -462628.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -462774.906250 Penalty: 4121.599609
	Iteration 6Q: 3 clusters Score -462774.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -462934.750000 Penalty: 4121.599609
	Iteration 7Q: 3 clusters Score -462934.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -463053.250000 Penalty: 4121.599609
	Iteration 8Q: 3 clusters Score -463053.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -463159.843750 Penalty: 4121.599609
	Iteration 9Q: 3 clusters Score -463159.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -463243.562500 Penalty: 4121.599609
	Iteration 10Q: 3 clusters Score -463243.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -463305.093750 Penalty: 4121.599609
	Iteration 11Q: 3 clusters Score -463305.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -463362.500000 Penalty: 4121.599609
	Iteration 12Q: 3 clusters Score -463362.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -463410.093750 Penalty: 4121.599609
	Iteration 13Q: 3 clusters Score -463410.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -463444.093750 Penalty: 4121.599609
	Iteration 14Q: 3 clusters Score -463444.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -463475.937500 Penalty: 4121.599609
	Iteration 15Q: 3 clusters Score -463475.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -463492.562500 Penalty: 4121.599609
	Iteration 16Q: 3 clusters Score -463492.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -463503.375000 Penalty: 4121.599609
	Iteration 17Q: 3 clusters Score -463503.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -463513.156250 Penalty: 4121.599609
	Iteration 18Q: 3 clusters Score -463513.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -463526.062500 Penalty: 4121.599609
	Iteration 19Q: 3 clusters Score -463526.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -463539.562500 Penalty: 4121.599609
	Iteration 20F: 3 clusters Score -463539.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -463552.031250 Penalty: 4121.599609
	Iteration 21Q: 3 clusters Score -463552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -463561.718750 Penalty: 4121.599609
	Iteration 22Q: 3 clusters Score -463561.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -463570.031250 Penalty: 4121.599609
	Iteration 23Q: 3 clusters Score -463570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -463579.437500 Penalty: 4121.599609
	Iteration 24Q: 3 clusters Score -463579.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -463586.718750 Penalty: 4121.599609
	Iteration 25Q: 3 clusters Score -463586.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -463590.062500 Penalty: 4121.599609
	Iteration 26Q: 3 clusters Score -463590.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -463592.531250 Penalty: 4121.599609
	Iteration 27Q: 3 clusters Score -463592.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -463595.593750 Penalty: 4121.599609
	Iteration 28Q: 3 clusters Score -463595.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -463595.843750 Penalty: 4121.599609
	Iteration 29Q: 3 clusters Score -463595.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -463595.843750 Penalty: 4121.599609
	Iteration 30F: 3 clusters Score -463595.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (156621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156621 members 
Entering Unmasked Estep 
Score: -18641360.000000 Penalty: 2966.472900
	Iteration 0F: 2 clusters Score -1.864136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78451 members 
Mstep: Class 2 contains 78170 members 
Entering Unmasked Estep 
Score: -18539746.000000 Penalty: 5932.945801
	Iteration 0F: 3 clusters Score -1.853975e+07 nChanged 74786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79989 members 
Mstep: Class 2 contains 76632 members 
Entering Unmasked Estep 
Score: -18583224.000000 Penalty: 5932.945801
	Iteration 1F: 3 clusters Score -1.858322e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81160 members 
Mstep: Class 2 contains 75461 members 
Entering Unmasked Estep 
Score: -18584102.000000 Penalty: 5932.945801
	Iteration 2Q: 3 clusters Score -1.85841e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83018 members 
Mstep: Class 2 contains 73603 members 
Entering Unmasked Estep 
Score: -18585494.000000 Penalty: 5932.945801
	Iteration 3Q: 3 clusters Score -1.858549e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85731 members 
Mstep: Class 2 contains 70890 members 
Entering Unmasked Estep 
Score: -18587022.000000 Penalty: 5932.945801
	Iteration 4Q: 3 clusters Score -1.858702e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89816 members 
Mstep: Class 2 contains 66805 members 
Entering Unmasked Estep 
Score: -18589430.000000 Penalty: 5932.945801
	Iteration 5Q: 3 clusters Score -1.858943e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95770 members 
Mstep: Class 2 contains 60851 members 
Entering Unmasked Estep 
Score: -18593268.000000 Penalty: 5932.945801
	Iteration 6Q: 3 clusters Score -1.859327e+07 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103711 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -18599236.000000 Penalty: 5932.945801
	Iteration 7F: 3 clusters Score -1.859924e+07 nChanged 10494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112995 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -18607002.000000 Penalty: 5932.945801
	Iteration 8F: 3 clusters Score -1.8607e+07 nChanged 10391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122290 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -18615196.000000 Penalty: 5932.945801
	Iteration 9F: 3 clusters Score -1.86152e+07 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129892 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -18622072.000000 Penalty: 5932.945801
	Iteration 10F: 3 clusters Score -1.862207e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135415 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -18626816.000000 Penalty: 5932.945801
	Iteration 11Q: 3 clusters Score -1.862682e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139398 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -18629802.000000 Penalty: 5932.945801
	Iteration 12Q: 3 clusters Score -1.86298e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142458 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -18631912.000000 Penalty: 5932.945801
	Iteration 13Q: 3 clusters Score -1.863191e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144856 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -18633524.000000 Penalty: 5932.945801
	Iteration 14Q: 3 clusters Score -1.863352e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146773 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -18634640.000000 Penalty: 5932.945801
	Iteration 15Q: 3 clusters Score -1.863464e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148343 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -18635502.000000 Penalty: 5932.945801
	Iteration 16Q: 3 clusters Score -1.86355e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149717 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -18636290.000000 Penalty: 5932.945801
	Iteration 17Q: 3 clusters Score -1.863629e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150817 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -18636800.000000 Penalty: 5932.945801
	Iteration 18Q: 3 clusters Score -1.86368e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151686 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -18637352.000000 Penalty: 5932.945801
	Iteration 19Q: 3 clusters Score -1.863735e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152358 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -18637702.000000 Penalty: 5932.945801
	Iteration 20F: 3 clusters Score -1.86377e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152858 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -18637928.000000 Penalty: 5932.945801
	Iteration 21Q: 3 clusters Score -1.863793e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153236 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -18638184.000000 Penalty: 5932.945801
	Iteration 22Q: 3 clusters Score -1.863818e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153516 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -18638390.000000 Penalty: 5932.945801
	Iteration 23Q: 3 clusters Score -1.863839e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153734 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -18638576.000000 Penalty: 5932.945801
	Iteration 24Q: 3 clusters Score -1.863858e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153915 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -18638700.000000 Penalty: 5932.945801
	Iteration 25Q: 3 clusters Score -1.86387e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154040 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -18638820.000000 Penalty: 5932.945801
	Iteration 26Q: 3 clusters Score -1.863882e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154133 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -18638892.000000 Penalty: 5932.945801
	Iteration 27Q: 3 clusters Score -1.863889e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154231 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -18638946.000000 Penalty: 5932.945801
	Iteration 28Q: 3 clusters Score -1.863895e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154302 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -18638988.000000 Penalty: 5932.945801
	Iteration 29Q: 3 clusters Score -1.863899e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154360 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -18639010.000000 Penalty: 5932.945801
	Iteration 30Q: 3 clusters Score -1.863901e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154417 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -18639046.000000 Penalty: 5932.945801
	Iteration 31Q: 3 clusters Score -1.863905e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154449 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -18639050.000000 Penalty: 5932.945801
	Iteration 32Q: 3 clusters Score -1.863905e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154487 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -18639100.000000 Penalty: 5932.945801
	Iteration 33Q: 3 clusters Score -1.86391e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154528 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -18639128.000000 Penalty: 5932.945801
	Iteration 34Q: 3 clusters Score -1.863913e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154558 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -18639142.000000 Penalty: 5932.945801
	Iteration 35Q: 3 clusters Score -1.863914e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154586 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -18639142.000000 Penalty: 5932.945801
	Iteration 36Q: 3 clusters Score -1.863914e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154608 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -18639140.000000 Penalty: 5932.945801
	Iteration 37Q: 3 clusters Score -1.863914e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154630 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -18639144.000000 Penalty: 5932.945801
	Iteration 38Q: 3 clusters Score -1.863914e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154646 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -18639158.000000 Penalty: 5932.945801
	Iteration 39Q: 3 clusters Score -1.863916e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154660 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -18639158.000000 Penalty: 5932.945801
	Iteration 40F: 3 clusters Score -1.863916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154673 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -18639158.000000 Penalty: 5932.945801
	Iteration 41Q: 3 clusters Score -1.863916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154683 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -18639168.000000 Penalty: 5932.945801
	Iteration 42Q: 3 clusters Score -1.863917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154690 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -18639164.000000 Penalty: 5932.945801
	Iteration 43Q: 3 clusters Score -1.863916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154698 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -18639180.000000 Penalty: 5932.945801
	Iteration 44Q: 3 clusters Score -1.863918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154701 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -18639180.000000 Penalty: 5932.945801
	Iteration 45Q: 3 clusters Score -1.863918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154707 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -18639184.000000 Penalty: 5932.945801
	Iteration 46Q: 3 clusters Score -1.863918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154712 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -18639184.000000 Penalty: 5932.945801
	Iteration 47Q: 3 clusters Score -1.863918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154717 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -18639186.000000 Penalty: 5932.945801
	Iteration 48Q: 3 clusters Score -1.863919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154720 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -18639188.000000 Penalty: 5932.945801
	Iteration 49Q: 3 clusters Score -1.863919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154723 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -18639180.000000 Penalty: 5932.945801
	Iteration 50Q: 3 clusters Score -1.863918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154726 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -18639178.000000 Penalty: 5932.945801
	Iteration 51Q: 3 clusters Score -1.863918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154728 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -18639192.000000 Penalty: 5932.945801
	Iteration 52Q: 3 clusters Score -1.863919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154731 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -18639178.000000 Penalty: 5932.945801
	Iteration 53Q: 3 clusters Score -1.863918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154734 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -18639178.000000 Penalty: 5932.945801
	Iteration 54Q: 3 clusters Score -1.863918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154734 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -18639178.000000 Penalty: 5932.945801
	Iteration 55F: 3 clusters Score -1.863918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Entering Unmasked Estep 
Score: -1332357.875000 Penalty: 2309.911621
	Iteration 0F: 2 clusters Score -1332358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1323935.375000 Penalty: 4619.823242
	Iteration 0F: 3 clusters Score -1323935 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1326317.000000 Penalty: 4619.823242
	Iteration 1F: 3 clusters Score -1326317 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1326597.250000 Penalty: 4619.823242
	Iteration 2F: 3 clusters Score -1326597 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1326805.125000 Penalty: 4619.823242
	Iteration 3Q: 3 clusters Score -1326805 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1326967.625000 Penalty: 4619.823242
	Iteration 4Q: 3 clusters Score -1326968 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1327130.125000 Penalty: 4619.823242
	Iteration 5Q: 3 clusters Score -1327130 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1327330.375000 Penalty: 4619.823242
	Iteration 6Q: 3 clusters Score -1327330 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1327600.250000 Penalty: 4619.823242
	Iteration 7Q: 3 clusters Score -1327600 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1327961.125000 Penalty: 4619.823242
	Iteration 8Q: 3 clusters Score -1327961 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1328415.625000 Penalty: 4619.823242
	Iteration 9F: 3 clusters Score -1328416 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1328987.125000 Penalty: 4619.823242
	Iteration 10F: 3 clusters Score -1328987 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1329550.125000 Penalty: 4619.823242
	Iteration 11F: 3 clusters Score -1329550 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1329962.125000 Penalty: 4619.823242
	Iteration 12Q: 3 clusters Score -1329962 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1330240.875000 Penalty: 4619.823242
	Iteration 13Q: 3 clusters Score -1330241 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1330431.875000 Penalty: 4619.823242
	Iteration 14Q: 3 clusters Score -1330432 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1330580.250000 Penalty: 4619.823242
	Iteration 15Q: 3 clusters Score -1330580 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1330655.500000 Penalty: 4619.823242
	Iteration 16Q: 3 clusters Score -1330656 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1330709.750000 Penalty: 4619.823242
	Iteration 17Q: 3 clusters Score -1330710 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1330734.125000 Penalty: 4619.823242
	Iteration 18Q: 3 clusters Score -1330734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1330746.625000 Penalty: 4619.823242
	Iteration 19Q: 3 clusters Score -1330747 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1330758.750000 Penalty: 4619.823242
	Iteration 20F: 3 clusters Score -1330759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1330768.250000 Penalty: 4619.823242
	Iteration 21Q: 3 clusters Score -1330768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1330777.875000 Penalty: 4619.823242
	Iteration 22Q: 3 clusters Score -1330778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1330783.375000 Penalty: 4619.823242
	Iteration 23Q: 3 clusters Score -1330783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1330785.125000 Penalty: 4619.823242
	Iteration 24Q: 3 clusters Score -1330785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1330789.000000 Penalty: 4619.823242
	Iteration 25Q: 3 clusters Score -1330789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1330791.125000 Penalty: 4619.823242
	Iteration 26Q: 3 clusters Score -1330791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1330795.625000 Penalty: 4619.823242
	Iteration 27Q: 3 clusters Score -1330796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1330797.875000 Penalty: 4619.823242
	Iteration 28Q: 3 clusters Score -1330798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1330799.125000 Penalty: 4619.823242
	Iteration 29Q: 3 clusters Score -1330799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1330800.125000 Penalty: 4619.823242
	Iteration 30Q: 3 clusters Score -1330800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1330800.125000 Penalty: 4619.823242
	Iteration 31Q: 3 clusters Score -1330800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1330801.750000 Penalty: 4619.823242
	Iteration 32Q: 3 clusters Score -1330802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1330799.875000 Penalty: 4619.823242
	Iteration 33Q: 3 clusters Score -1330800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1330803.625000 Penalty: 4619.823242
	Iteration 34Q: 3 clusters Score -1330804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1330802.875000 Penalty: 4619.823242
	Iteration 35Q: 3 clusters Score -1330803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1330804.125000 Penalty: 4619.823242
	Iteration 36Q: 3 clusters Score -1330804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1330802.500000 Penalty: 4619.823242
	Iteration 37Q: 3 clusters Score -1330802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1330804.375000 Penalty: 4619.823242
	Iteration 38Q: 3 clusters Score -1330804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1330804.750000 Penalty: 4619.823242
	Iteration 39Q: 3 clusters Score -1330805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1330804.625000 Penalty: 4619.823242
	Iteration 40F: 3 clusters Score -1330805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1330807.000000 Penalty: 4619.823242
	Iteration 41Q: 3 clusters Score -1330807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1330807.250000 Penalty: 4619.823242
	Iteration 42Q: 3 clusters Score -1330807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1330808.125000 Penalty: 4619.823242
	Iteration 43Q: 3 clusters Score -1330808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1330806.375000 Penalty: 4619.823242
	Iteration 44Q: 3 clusters Score -1330806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1330808.875000 Penalty: 4619.823242
	Iteration 45Q: 3 clusters Score -1330809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1330808.875000 Penalty: 4619.823242
	Iteration 46F: 3 clusters Score -1330809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Entering Unmasked Estep 
Score: -270434.656250 Penalty: 1913.571777
	Iteration 0F: 2 clusters Score -270434.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -267638.781250 Penalty: 3827.143555
	Iteration 0F: 3 clusters Score -267638.8 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -268118.093750 Penalty: 3827.143555
	Iteration 1F: 3 clusters Score -268118.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -268271.125000 Penalty: 3827.143555
	Iteration 2F: 3 clusters Score -268271.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -268346.437500 Penalty: 3827.143555
	Iteration 3Q: 3 clusters Score -268346.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -268407.781250 Penalty: 3827.143555
	Iteration 4Q: 3 clusters Score -268407.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -268459.125000 Penalty: 3827.143555
	Iteration 5Q: 3 clusters Score -268459.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -268506.218750 Penalty: 3827.143555
	Iteration 6Q: 3 clusters Score -268506.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -268546.031250 Penalty: 3827.143555
	Iteration 7Q: 3 clusters Score -268546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -268566.156250 Penalty: 3827.143555
	Iteration 8Q: 3 clusters Score -268566.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -268580.593750 Penalty: 3827.143555
	Iteration 9Q: 3 clusters Score -268580.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -268597.000000 Penalty: 3827.143555
	Iteration 10Q: 3 clusters Score -268597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -268604.375000 Penalty: 3827.143555
	Iteration 11Q: 3 clusters Score -268604.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -268609.312500 Penalty: 3827.143555
	Iteration 12Q: 3 clusters Score -268609.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -268614.156250 Penalty: 3827.143555
	Iteration 13Q: 3 clusters Score -268614.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -268619.031250 Penalty: 3827.143555
	Iteration 14Q: 3 clusters Score -268619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -268623.125000 Penalty: 3827.143555
	Iteration 15Q: 3 clusters Score -268623.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -268631.156250 Penalty: 3827.143555
	Iteration 16Q: 3 clusters Score -268631.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -268638.843750 Penalty: 3827.143555
	Iteration 17Q: 3 clusters Score -268638.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -268643.687500 Penalty: 3827.143555
	Iteration 18Q: 3 clusters Score -268643.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -268646.906250 Penalty: 3827.143555
	Iteration 19Q: 3 clusters Score -268646.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -268652.593750 Penalty: 3827.143555
	Iteration 20F: 3 clusters Score -268652.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -268657.656250 Penalty: 3827.143555
	Iteration 21Q: 3 clusters Score -268657.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -268659.875000 Penalty: 3827.143555
	Iteration 22Q: 3 clusters Score -268659.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -268663.187500 Penalty: 3827.143555
	Iteration 23Q: 3 clusters Score -268663.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -268666.437500 Penalty: 3827.143555
	Iteration 24Q: 3 clusters Score -268666.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -268668.781250 Penalty: 3827.143555
	Iteration 25Q: 3 clusters Score -268668.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -268672.875000 Penalty: 3827.143555
	Iteration 26Q: 3 clusters Score -268672.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -268675.750000 Penalty: 3827.143555
	Iteration 27Q: 3 clusters Score -268675.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -268676.281250 Penalty: 3827.143555
	Iteration 28Q: 3 clusters Score -268676.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -268677.593750 Penalty: 3827.143555
	Iteration 29Q: 3 clusters Score -268677.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -268677.625000 Penalty: 3827.143555
	Iteration 30Q: 3 clusters Score -268677.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -268677.625000 Penalty: 3827.143555
	Iteration 31F: 3 clusters Score -268677.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2116 members 
Mstep: Class 3 contains 5715 members 
Mstep: Class 4 contains 44531 members 
Mstep: Class 5 contains 19024 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 6184 members 
Mstep: Class 8 contains 18424 members 
Mstep: Class 9 contains 222860 members 
Mstep: Class 10 contains 17188 members 
Mstep: Class 11 contains 97203 members 
Mstep: Class 12 contains 38715 members 
Mstep: Class 13 contains 34708 members 
Mstep: Class 16 contains 4063 members 
Mstep: Class 17 contains 156621 members 
Mstep: Class 18 contains 11094 members 
Mstep: Class 19 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046000.000000 Penalty: 56640.539062
Iteration 199Q: 18 clusters Score -8.0046e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2115 members 
Mstep: Class 3 contains 5724 members 
Mstep: Class 4 contains 44531 members 
Mstep: Class 5 contains 19025 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6183 members 
Mstep: Class 8 contains 18310 members 
Mstep: Class 9 contains 222905 members 
Mstep: Class 10 contains 17192 members 
Mstep: Class 11 contains 97244 members 
Mstep: Class 12 contains 38723 members 
Mstep: Class 13 contains 34711 members 
Mstep: Class 16 contains 4055 members 
Mstep: Class 17 contains 156630 members 
Mstep: Class 18 contains 11097 members 
Mstep: Class 19 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046032.000000 Penalty: 56640.539062
Iteration 200F: 18 clusters Score -8.004603e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2114 members 
Mstep: Class 3 contains 5732 members 
Mstep: Class 4 contains 44540 members 
Mstep: Class 5 contains 19025 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6182 members 
Mstep: Class 8 contains 18186 members 
Mstep: Class 9 contains 222973 members 
Mstep: Class 10 contains 17197 members 
Mstep: Class 11 contains 97289 members 
Mstep: Class 12 contains 38727 members 
Mstep: Class 13 contains 34723 members 
Mstep: Class 16 contains 4047 members 
Mstep: Class 17 contains 156607 members 
Mstep: Class 18 contains 11103 members 
Mstep: Class 19 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046024.000000 Penalty: 56640.539062
Iteration 201Q: 18 clusters Score -8.004602e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2114 members 
Mstep: Class 3 contains 5744 members 
Mstep: Class 4 contains 44542 members 
Mstep: Class 5 contains 19024 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6182 members 
Mstep: Class 8 contains 18066 members 
Mstep: Class 9 contains 223038 members 
Mstep: Class 10 contains 17202 members 
Mstep: Class 11 contains 97337 members 
Mstep: Class 12 contains 38738 members 
Mstep: Class 13 contains 34727 members 
Mstep: Class 16 contains 4039 members 
Mstep: Class 17 contains 156582 members 
Mstep: Class 18 contains 11110 members 
Mstep: Class 19 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80045992.000000 Penalty: 56640.539062
Iteration 202Q: 18 clusters Score -8.004599e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2113 members 
Mstep: Class 3 contains 5751 members 
Mstep: Class 4 contains 44538 members 
Mstep: Class 5 contains 19023 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6185 members 
Mstep: Class 8 contains 17962 members 
Mstep: Class 9 contains 223072 members 
Mstep: Class 10 contains 17211 members 
Mstep: Class 11 contains 97398 members 
Mstep: Class 12 contains 38745 members 
Mstep: Class 13 contains 34736 members 
Mstep: Class 16 contains 4035 members 
Mstep: Class 17 contains 156562 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046048.000000 Penalty: 56640.539062
Iteration 203Q: 18 clusters Score -8.004605e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2112 members 
Mstep: Class 3 contains 5760 members 
Mstep: Class 4 contains 44539 members 
Mstep: Class 5 contains 19024 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 17853 members 
Mstep: Class 9 contains 223104 members 
Mstep: Class 10 contains 17220 members 
Mstep: Class 11 contains 97453 members 
Mstep: Class 12 contains 38753 members 
Mstep: Class 13 contains 34736 members 
Mstep: Class 16 contains 4030 members 
Mstep: Class 17 contains 156554 members 
Mstep: Class 18 contains 11121 members 
Mstep: Class 19 contains 2243 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 204Q: 18 clusters Score -8.00461e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2113 members 
Mstep: Class 3 contains 5759 members 
Mstep: Class 4 contains 44548 members 
Mstep: Class 5 contains 19024 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6188 members 
Mstep: Class 8 contains 17732 members 
Mstep: Class 9 contains 223110 members 
Mstep: Class 10 contains 17232 members 
Mstep: Class 11 contains 97527 members 
Mstep: Class 12 contains 38763 members 
Mstep: Class 13 contains 34743 members 
Mstep: Class 16 contains 4022 members 
Mstep: Class 17 contains 156552 members 
Mstep: Class 18 contains 11133 members 
Mstep: Class 19 contains 2243 members 
Entering Unmasked Estep 
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Iteration 205Q: 18 clusters Score -8.004608e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2112 members 
Mstep: Class 3 contains 5762 members 
Mstep: Class 4 contains 44544 members 
Mstep: Class 5 contains 19025 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6191 members 
Mstep: Class 8 contains 17603 members 
Mstep: Class 9 contains 223142 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 97603 members 
Mstep: Class 12 contains 38771 members 
Mstep: Class 13 contains 34747 members 
Mstep: Class 16 contains 4014 members 
Mstep: Class 17 contains 156551 members 
Mstep: Class 18 contains 11138 members 
Mstep: Class 19 contains 2243 members 
Entering Unmasked Estep 
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Iteration 206Q: 18 clusters Score -8.00461e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2113 members 
Mstep: Class 3 contains 5767 members 
Mstep: Class 4 contains 44534 members 
Mstep: Class 5 contains 19025 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6191 members 
Mstep: Class 8 contains 17477 members 
Mstep: Class 9 contains 223181 members 
Mstep: Class 10 contains 17256 members 
Mstep: Class 11 contains 97667 members 
Mstep: Class 12 contains 38780 members 
Mstep: Class 13 contains 34752 members 
Mstep: Class 16 contains 4012 members 
Mstep: Class 17 contains 156545 members 
Mstep: Class 18 contains 11146 members 
Mstep: Class 19 contains 2243 members 
Entering Unmasked Estep 
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Iteration 207Q: 18 clusters Score -8.004625e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2113 members 
Mstep: Class 3 contains 5768 members 
Mstep: Class 4 contains 44527 members 
Mstep: Class 5 contains 19025 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6188 members 
Mstep: Class 8 contains 17333 members 
Mstep: Class 9 contains 223237 members 
Mstep: Class 10 contains 17274 members 
Mstep: Class 11 contains 97739 members 
Mstep: Class 12 contains 38785 members 
Mstep: Class 13 contains 34758 members 
Mstep: Class 16 contains 4009 members 
Mstep: Class 17 contains 156530 members 
Mstep: Class 18 contains 11160 members 
Mstep: Class 19 contains 2243 members 
Entering Unmasked Estep 
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Iteration 208Q: 18 clusters Score -8.004614e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2113 members 
Mstep: Class 3 contains 5774 members 
Mstep: Class 4 contains 44523 members 
Mstep: Class 5 contains 19025 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 17209 members 
Mstep: Class 9 contains 223277 members 
Mstep: Class 10 contains 17288 members 
Mstep: Class 11 contains 97808 members 
Mstep: Class 12 contains 38796 members 
Mstep: Class 13 contains 34760 members 
Mstep: Class 16 contains 4004 members 
Mstep: Class 17 contains 156504 members 
Mstep: Class 18 contains 11176 members 
Mstep: Class 19 contains 2243 members 
Entering Unmasked Estep 
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Iteration 209Q: 18 clusters Score -8.0046e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2112 members 
Mstep: Class 3 contains 5774 members 
Mstep: Class 4 contains 44513 members 
Mstep: Class 5 contains 19025 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6192 members 
Mstep: Class 8 contains 17070 members 
Mstep: Class 9 contains 223321 members 
Mstep: Class 10 contains 17294 members 
Mstep: Class 11 contains 97879 members 
Mstep: Class 12 contains 38801 members 
Mstep: Class 13 contains 34759 members 
Mstep: Class 16 contains 3999 members 
Mstep: Class 17 contains 156518 members 
Mstep: Class 18 contains 11190 members 
Mstep: Class 19 contains 2242 members 
Entering Unmasked Estep 
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Iteration 210Q: 18 clusters Score -8.004606e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2112 members 
Mstep: Class 3 contains 5777 members 
Mstep: Class 4 contains 44502 members 
Mstep: Class 5 contains 19023 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6192 members 
Mstep: Class 8 contains 16912 members 
Mstep: Class 9 contains 223367 members 
Mstep: Class 10 contains 17313 members 
Mstep: Class 11 contains 97938 members 
Mstep: Class 12 contains 38806 members 
Mstep: Class 13 contains 34759 members 
Mstep: Class 16 contains 3998 members 
Mstep: Class 17 contains 156547 members 
Mstep: Class 18 contains 11202 members 
Mstep: Class 19 contains 2242 members 
Entering Unmasked Estep 
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Iteration 211Q: 18 clusters Score -8.004592e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2111 members 
Mstep: Class 3 contains 5782 members 
Mstep: Class 4 contains 44490 members 
Mstep: Class 5 contains 19023 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6195 members 
Mstep: Class 8 contains 16733 members 
Mstep: Class 9 contains 223435 members 
Mstep: Class 10 contains 17335 members 
Mstep: Class 11 contains 98011 members 
Mstep: Class 12 contains 38813 members 
Mstep: Class 13 contains 34758 members 
Mstep: Class 16 contains 3998 members 
Mstep: Class 17 contains 156553 members 
Mstep: Class 18 contains 11212 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
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Iteration 212Q: 18 clusters Score -8.004586e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 5786 members 
Mstep: Class 4 contains 44485 members 
Mstep: Class 5 contains 19023 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6192 members 
Mstep: Class 8 contains 16574 members 
Mstep: Class 9 contains 223538 members 
Mstep: Class 10 contains 17361 members 
Mstep: Class 11 contains 98066 members 
Mstep: Class 12 contains 38820 members 
Mstep: Class 13 contains 34762 members 
Mstep: Class 16 contains 3998 members 
Mstep: Class 17 contains 156515 members 
Mstep: Class 18 contains 11220 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
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Iteration 213Q: 18 clusters Score -8.00459e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 5791 members 
Mstep: Class 4 contains 44485 members 
Mstep: Class 5 contains 19024 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6192 members 
Mstep: Class 8 contains 16410 members 
Mstep: Class 9 contains 223641 members 
Mstep: Class 10 contains 17384 members 
Mstep: Class 11 contains 98120 members 
Mstep: Class 12 contains 38832 members 
Mstep: Class 13 contains 34768 members 
Mstep: Class 16 contains 3997 members 
Mstep: Class 17 contains 156467 members 
Mstep: Class 18 contains 11228 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
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Iteration 214Q: 18 clusters Score -8.004588e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 5795 members 
Mstep: Class 4 contains 44478 members 
Mstep: Class 5 contains 19024 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 16228 members 
Mstep: Class 9 contains 223731 members 
Mstep: Class 10 contains 17410 members 
Mstep: Class 11 contains 98186 members 
Mstep: Class 12 contains 38847 members 
Mstep: Class 13 contains 34776 members 
Mstep: Class 16 contains 3997 members 
Mstep: Class 17 contains 156447 members 
Mstep: Class 18 contains 11232 members 
Mstep: Class 19 contains 2242 members 
Entering Unmasked Estep 
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Iteration 215Q: 18 clusters Score -8.004579e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 5801 members 
Mstep: Class 4 contains 44478 members 
Mstep: Class 5 contains 19022 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 16038 members 
Mstep: Class 9 contains 223788 members 
Mstep: Class 10 contains 17436 members 
Mstep: Class 11 contains 98285 members 
Mstep: Class 12 contains 38863 members 
Mstep: Class 13 contains 34776 members 
Mstep: Class 16 contains 3996 members 
Mstep: Class 17 contains 156434 members 
Mstep: Class 18 contains 11232 members 
Mstep: Class 19 contains 2242 members 
Entering Unmasked Estep 
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Iteration 216Q: 18 clusters Score -8.004575e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 5803 members 
Mstep: Class 4 contains 44476 members 
Mstep: Class 5 contains 19022 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6188 members 
Mstep: Class 8 contains 15840 members 
Mstep: Class 9 contains 223847 members 
Mstep: Class 10 contains 17457 members 
Mstep: Class 11 contains 98383 members 
Mstep: Class 12 contains 38878 members 
Mstep: Class 13 contains 34779 members 
Mstep: Class 16 contains 3995 members 
Mstep: Class 17 contains 156440 members 
Mstep: Class 18 contains 11229 members 
Mstep: Class 19 contains 2243 members 
Entering Unmasked Estep 
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Iteration 217Q: 18 clusters Score -8.004574e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 5810 members 
Mstep: Class 4 contains 44478 members 
Mstep: Class 5 contains 19023 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 15622 members 
Mstep: Class 9 contains 223919 members 
Mstep: Class 10 contains 17475 members 
Mstep: Class 11 contains 98499 members 
Mstep: Class 12 contains 38894 members 
Mstep: Class 13 contains 34785 members 
Mstep: Class 16 contains 3993 members 
Mstep: Class 17 contains 156421 members 
Mstep: Class 18 contains 11230 members 
Mstep: Class 19 contains 2242 members 
Entering Unmasked Estep 
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Iteration 218Q: 18 clusters Score -8.004575e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 5816 members 
Mstep: Class 4 contains 44486 members 
Mstep: Class 5 contains 19024 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6188 members 
Mstep: Class 8 contains 15401 members 
Mstep: Class 9 contains 223973 members 
Mstep: Class 10 contains 17497 members 
Mstep: Class 11 contains 98612 members 
Mstep: Class 12 contains 38901 members 
Mstep: Class 13 contains 34785 members 
Mstep: Class 16 contains 3991 members 
Mstep: Class 17 contains 156427 members 
Mstep: Class 18 contains 11238 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
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Iteration 219Q: 18 clusters Score -8.004576e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 5821 members 
Mstep: Class 4 contains 44496 members 
Mstep: Class 5 contains 19024 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 15194 members 
Mstep: Class 9 contains 224040 members 
Mstep: Class 10 contains 17517 members 
Mstep: Class 11 contains 98722 members 
Mstep: Class 12 contains 38921 members 
Mstep: Class 13 contains 34798 members 
Mstep: Class 16 contains 3989 members 
Mstep: Class 17 contains 156383 members 
Mstep: Class 18 contains 11246 members 
Mstep: Class 19 contains 2242 members 
Entering Unmasked Estep 
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Iteration 220F: 18 clusters Score -8.004565e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 5829 members 
Mstep: Class 4 contains 44502 members 
Mstep: Class 5 contains 19024 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6188 members 
Mstep: Class 8 contains 14995 members 
Mstep: Class 9 contains 224103 members 
Mstep: Class 10 contains 17539 members 
Mstep: Class 11 contains 98868 members 
Mstep: Class 12 contains 38952 members 
Mstep: Class 13 contains 34802 members 
Mstep: Class 16 contains 3987 members 
Mstep: Class 17 contains 156297 members 
Mstep: Class 18 contains 11255 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
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Iteration 221Q: 18 clusters Score -8.004557e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2111 members 
Mstep: Class 3 contains 5836 members 
Mstep: Class 4 contains 44508 members 
Mstep: Class 5 contains 19024 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 14805 members 
Mstep: Class 9 contains 224149 members 
Mstep: Class 10 contains 17560 members 
Mstep: Class 11 contains 99006 members 
Mstep: Class 12 contains 38979 members 
Mstep: Class 13 contains 34809 members 
Mstep: Class 16 contains 3985 members 
Mstep: Class 17 contains 156230 members 
Mstep: Class 18 contains 11264 members 
Mstep: Class 19 contains 2237 members 
Entering Unmasked Estep 
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Iteration 222Q: 18 clusters Score -8.004555e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2112 members 
Mstep: Class 3 contains 5835 members 
Mstep: Class 4 contains 44504 members 
Mstep: Class 5 contains 19027 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6183 members 
Mstep: Class 8 contains 14631 members 
Mstep: Class 9 contains 224207 members 
Mstep: Class 10 contains 17577 members 
Mstep: Class 11 contains 99137 members 
Mstep: Class 12 contains 39004 members 
Mstep: Class 13 contains 34814 members 
Mstep: Class 16 contains 3984 members 
Mstep: Class 17 contains 156172 members 
Mstep: Class 18 contains 11267 members 
Mstep: Class 19 contains 2236 members 
Entering Unmasked Estep 
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Iteration 223Q: 18 clusters Score -8.004542e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2113 members 
Mstep: Class 3 contains 5835 members 
Mstep: Class 4 contains 44509 members 
Mstep: Class 5 contains 19030 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6184 members 
Mstep: Class 8 contains 14456 members 
Mstep: Class 9 contains 224295 members 
Mstep: Class 10 contains 17596 members 
Mstep: Class 11 contains 99248 members 
Mstep: Class 12 contains 39024 members 
Mstep: Class 13 contains 34823 members 
Mstep: Class 16 contains 3982 members 
Mstep: Class 17 contains 156086 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 2236 members 
Entering Unmasked Estep 
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Iteration 224Q: 18 clusters Score -8.004566e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2111 members 
Mstep: Class 3 contains 5842 members 
Mstep: Class 4 contains 44511 members 
Mstep: Class 5 contains 19030 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 14255 members 
Mstep: Class 9 contains 224373 members 
Mstep: Class 10 contains 17612 members 
Mstep: Class 11 contains 99368 members 
Mstep: Class 12 contains 39040 members 
Mstep: Class 13 contains 34837 members 
Mstep: Class 16 contains 3981 members 
Mstep: Class 17 contains 156022 members 
Mstep: Class 18 contains 11285 members 
Mstep: Class 19 contains 2236 members 
Entering Unmasked Estep 
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Iteration 225Q: 18 clusters Score -8.004558e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 5850 members 
Mstep: Class 4 contains 44506 members 
Mstep: Class 5 contains 19034 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 14055 members 
Mstep: Class 9 contains 224479 members 
Mstep: Class 10 contains 17625 members 
Mstep: Class 11 contains 99512 members 
Mstep: Class 12 contains 39048 members 
Mstep: Class 13 contains 34847 members 
Mstep: Class 16 contains 3978 members 
Mstep: Class 17 contains 155928 members 
Mstep: Class 18 contains 11294 members 
Mstep: Class 19 contains 2237 members 
Entering Unmasked Estep 
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Iteration 226Q: 18 clusters Score -8.004554e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 5857 members 
Mstep: Class 4 contains 44512 members 
Mstep: Class 5 contains 19035 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 6184 members 
Mstep: Class 8 contains 13821 members 
Mstep: Class 9 contains 224560 members 
Mstep: Class 10 contains 17647 members 
Mstep: Class 11 contains 99647 members 
Mstep: Class 12 contains 39059 members 
Mstep: Class 13 contains 34853 members 
Mstep: Class 16 contains 3978 members 
Mstep: Class 17 contains 155882 members 
Mstep: Class 18 contains 11307 members 
Mstep: Class 19 contains 2238 members 
Entering Unmasked Estep 
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Iteration 227Q: 18 clusters Score -8.004552e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 5861 members 
Mstep: Class 4 contains 44510 members 
Mstep: Class 5 contains 19035 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 6184 members 
Mstep: Class 8 contains 13585 members 
Mstep: Class 9 contains 224656 members 
Mstep: Class 10 contains 17660 members 
Mstep: Class 11 contains 99778 members 
Mstep: Class 12 contains 39073 members 
Mstep: Class 13 contains 34855 members 
Mstep: Class 16 contains 3976 members 
Mstep: Class 17 contains 155853 members 
Mstep: Class 18 contains 11317 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
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Iteration 228Q: 18 clusters Score -8.004564e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2105 members 
Mstep: Class 3 contains 5865 members 
Mstep: Class 4 contains 44506 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 6182 members 
Mstep: Class 8 contains 13331 members 
Mstep: Class 9 contains 224758 members 
Mstep: Class 10 contains 17678 members 
Mstep: Class 11 contains 99895 members 
Mstep: Class 12 contains 39083 members 
Mstep: Class 13 contains 34857 members 
Mstep: Class 16 contains 3972 members 
Mstep: Class 17 contains 155852 members 
Mstep: Class 18 contains 11331 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
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Iteration 229Q: 18 clusters Score -8.004567e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 5883 members 
Mstep: Class 4 contains 44496 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 6181 members 
Mstep: Class 8 contains 13068 members 
Mstep: Class 9 contains 224864 members 
Mstep: Class 10 contains 17698 members 
Mstep: Class 11 contains 100004 members 
Mstep: Class 12 contains 39084 members 
Mstep: Class 13 contains 34861 members 
Mstep: Class 16 contains 3970 members 
Mstep: Class 17 contains 155861 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 2237 members 
Entering Unmasked Estep 
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Iteration 230Q: 18 clusters Score -8.004562e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 5894 members 
Mstep: Class 4 contains 44494 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 6174 members 
Mstep: Class 8 contains 12796 members 
Mstep: Class 9 contains 224983 members 
Mstep: Class 10 contains 17721 members 
Mstep: Class 11 contains 100112 members 
Mstep: Class 12 contains 39095 members 
Mstep: Class 13 contains 34863 members 
Mstep: Class 16 contains 3966 members 
Mstep: Class 17 contains 155873 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 2236 members 
Entering Unmasked Estep 
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Iteration 231Q: 18 clusters Score -8.004565e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 5902 members 
Mstep: Class 4 contains 44496 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 6171 members 
Mstep: Class 8 contains 12515 members 
Mstep: Class 9 contains 225086 members 
Mstep: Class 10 contains 17748 members 
Mstep: Class 11 contains 100242 members 
Mstep: Class 12 contains 39101 members 
Mstep: Class 13 contains 34869 members 
Mstep: Class 16 contains 3957 members 
Mstep: Class 17 contains 155880 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 2235 members 
Entering Unmasked Estep 
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Iteration 232Q: 18 clusters Score -8.004565e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 5905 members 
Mstep: Class 4 contains 44494 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 6172 members 
Mstep: Class 8 contains 12218 members 
Mstep: Class 9 contains 225124 members 
Mstep: Class 10 contains 17769 members 
Mstep: Class 11 contains 100418 members 
Mstep: Class 12 contains 39108 members 
Mstep: Class 13 contains 34882 members 
Mstep: Class 16 contains 3949 members 
Mstep: Class 17 contains 155922 members 
Mstep: Class 18 contains 11358 members 
Mstep: Class 19 contains 2234 members 
Entering Unmasked Estep 
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Iteration 233Q: 18 clusters Score -8.004597e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 5915 members 
Mstep: Class 4 contains 44493 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 6163 members 
Mstep: Class 8 contains 11968 members 
Mstep: Class 9 contains 225181 members 
Mstep: Class 10 contains 17790 members 
Mstep: Class 11 contains 100570 members 
Mstep: Class 12 contains 39117 members 
Mstep: Class 13 contains 34891 members 
Mstep: Class 16 contains 3943 members 
Mstep: Class 17 contains 155918 members 
Mstep: Class 18 contains 11370 members 
Mstep: Class 19 contains 2233 members 
Entering Unmasked Estep 
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Iteration 234Q: 18 clusters Score -8.004643e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 44490 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 6160 members 
Mstep: Class 8 contains 11807 members 
Mstep: Class 9 contains 225230 members 
Mstep: Class 10 contains 17811 members 
Mstep: Class 11 contains 100739 members 
Mstep: Class 12 contains 39135 members 
Mstep: Class 13 contains 34885 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 155824 members 
Mstep: Class 18 contains 11378 members 
Mstep: Class 19 contains 2235 members 
Entering Unmasked Estep 
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Iteration 235Q: 18 clusters Score -8.004666e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 5928 members 
Mstep: Class 4 contains 44488 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 7 contains 6158 members 
Mstep: Class 8 contains 11772 members 
Mstep: Class 9 contains 225260 members 
Mstep: Class 10 contains 17831 members 
Mstep: Class 11 contains 100916 members 
Mstep: Class 12 contains 39154 members 
Mstep: Class 13 contains 34880 members 
Mstep: Class 16 contains 3926 members 
Mstep: Class 17 contains 155605 members 
Mstep: Class 18 contains 11397 members 
Mstep: Class 19 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046848.000000 Penalty: 56640.539062
Iteration 236Q: 18 clusters Score -8.004685e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 5938 members 
Mstep: Class 4 contains 44480 members 
Mstep: Class 5 contains 19040 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 7 contains 6153 members 
Mstep: Class 8 contains 11901 members 
Mstep: Class 9 contains 225317 members 
Mstep: Class 10 contains 17847 members 
Mstep: Class 11 contains 101099 members 
Mstep: Class 12 contains 39169 members 
Mstep: Class 13 contains 34886 members 
Mstep: Class 16 contains 3920 members 
Mstep: Class 17 contains 155193 members 
Mstep: Class 18 contains 11410 members 
Mstep: Class 19 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047288.000000 Penalty: 56640.539062
Iteration 237Q: 18 clusters Score -8.004729e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 5951 members 
Mstep: Class 4 contains 44460 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 7 contains 6154 members 
Mstep: Class 8 contains 12073 members 
Mstep: Class 9 contains 225375 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 101229 members 
Mstep: Class 12 contains 39187 members 
Mstep: Class 13 contains 34894 members 
Mstep: Class 16 contains 3916 members 
Mstep: Class 17 contains 154780 members 
Mstep: Class 18 contains 11423 members 
Mstep: Class 19 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047528.000000 Penalty: 56640.539062
Iteration 238Q: 18 clusters Score -8.004753e+07 nChanged 1258
Entering ConstructFrom: 
Score: -80047528.000000 Penalty: 56640.539062
Entering ConstructFrom: 
Trying to split cluster 1 (1975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Entering Unmasked Estep 
Score: -212313.828125 Penalty: 1881.904297
	Iteration 0F: 2 clusters Score -212313.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -209755.296875 Penalty: 3763.808594
	Iteration 0F: 3 clusters Score -209755.3 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -210338.562500 Penalty: 3763.808594
	Iteration 1F: 3 clusters Score -210338.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -210606.828125 Penalty: 3763.808594
	Iteration 2F: 3 clusters Score -210606.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -210846.843750 Penalty: 3763.808594
	Iteration 3F: 3 clusters Score -210846.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -211136.718750 Penalty: 3763.808594
	Iteration 4F: 3 clusters Score -211136.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -211452.421875 Penalty: 3763.808594
	Iteration 5F: 3 clusters Score -211452.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -211685.515625 Penalty: 3763.808594
	Iteration 6F: 3 clusters Score -211685.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -211845.390625 Penalty: 3763.808594
	Iteration 7Q: 3 clusters Score -211845.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -211912.625000 Penalty: 3763.808594
	Iteration 8Q: 3 clusters Score -211912.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -211981.062500 Penalty: 3763.808594
	Iteration 9Q: 3 clusters Score -211981.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -212040.125000 Penalty: 3763.808594
	Iteration 10Q: 3 clusters Score -212040.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -212096.968750 Penalty: 3763.808594
	Iteration 11Q: 3 clusters Score -212097 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -212183.515625 Penalty: 3763.808594
	Iteration 12Q: 3 clusters Score -212183.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -212228.296875 Penalty: 3763.808594
	Iteration 13Q: 3 clusters Score -212228.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -212280.000000 Penalty: 3763.808594
	Iteration 14Q: 3 clusters Score -212280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -212370.921875 Penalty: 3763.808594
	Iteration 15Q: 3 clusters Score -212370.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -212490.218750 Penalty: 3763.808594
	Iteration 16Q: 3 clusters Score -212490.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -212582.765625 Penalty: 3763.808594
	Iteration 17Q: 3 clusters Score -212582.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -212613.906250 Penalty: 3763.808594
	Iteration 18Q: 3 clusters Score -212613.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -212622.843750 Penalty: 3763.808594
	Iteration 19Q: 3 clusters Score -212622.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -212629.265625 Penalty: 3763.808594
	Iteration 20F: 3 clusters Score -212629.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -212631.125000 Penalty: 3763.808594
	Iteration 21Q: 3 clusters Score -212631.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -212634.062500 Penalty: 3763.808594
	Iteration 22Q: 3 clusters Score -212634.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -212635.015625 Penalty: 3763.808594
	Iteration 23Q: 3 clusters Score -212635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -212636.312500 Penalty: 3763.808594
	Iteration 24Q: 3 clusters Score -212636.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -212637.156250 Penalty: 3763.808594
	Iteration 25Q: 3 clusters Score -212637.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -212638.750000 Penalty: 3763.808594
	Iteration 26Q: 3 clusters Score -212638.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -212640.078125 Penalty: 3763.808594
	Iteration 27Q: 3 clusters Score -212640.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -212641.109375 Penalty: 3763.808594
	Iteration 28Q: 3 clusters Score -212641.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -212641.546875 Penalty: 3763.808594
	Iteration 29Q: 3 clusters Score -212641.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -212641.546875 Penalty: 3763.808594
	Iteration 30F: 3 clusters Score -212641.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 5956 members 
Mstep: Class 4 contains 44440 members 
Mstep: Class 5 contains 19043 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6153 members 
Mstep: Class 8 contains 12292 members 
Mstep: Class 9 contains 225402 members 
Mstep: Class 10 contains 17900 members 
Mstep: Class 11 contains 101364 members 
Mstep: Class 12 contains 39191 members 
Mstep: Class 13 contains 34897 members 
Mstep: Class 14 contains 1122 members 
Mstep: Class 16 contains 3909 members 
Mstep: Class 17 contains 154367 members 
Mstep: Class 18 contains 11441 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
Score: -80046336.000000 Penalty: 59972.335938
Splitting cluster 1 changes total score from -80047528.000000 to -80046336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Entering Unmasked Estep 
Score: -236345.500000 Penalty: 1897.005615
	Iteration 0F: 2 clusters Score -236345.5 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 1043 members 
Entering Unmasked Estep 
Score: -233747.203125 Penalty: 3794.011230
	Iteration 0F: 3 clusters Score -233747.2 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -234282.093750 Penalty: 3794.011230
	Iteration 1F: 3 clusters Score -234282.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -234470.562500 Penalty: 3794.011230
	Iteration 2F: 3 clusters Score -234470.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -234614.531250 Penalty: 3794.011230
	Iteration 3Q: 3 clusters Score -234614.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -234811.078125 Penalty: 3794.011230
	Iteration 4F: 3 clusters Score -234811.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -235073.906250 Penalty: 3794.011230
	Iteration 5F: 3 clusters Score -235073.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -235404.281250 Penalty: 3794.011230
	Iteration 6F: 3 clusters Score -235404.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -235646.562500 Penalty: 3794.011230
	Iteration 7F: 3 clusters Score -235646.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -235776.328125 Penalty: 3794.011230
	Iteration 8Q: 3 clusters Score -235776.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -235854.750000 Penalty: 3794.011230
	Iteration 9Q: 3 clusters Score -235854.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -235902.328125 Penalty: 3794.011230
	Iteration 10Q: 3 clusters Score -235902.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -235936.171875 Penalty: 3794.011230
	Iteration 11Q: 3 clusters Score -235936.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -235958.156250 Penalty: 3794.011230
	Iteration 12Q: 3 clusters Score -235958.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -235979.781250 Penalty: 3794.011230
	Iteration 13Q: 3 clusters Score -235979.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -236005.031250 Penalty: 3794.011230
	Iteration 14Q: 3 clusters Score -236005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -236032.203125 Penalty: 3794.011230
	Iteration 15Q: 3 clusters Score -236032.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -236074.468750 Penalty: 3794.011230
	Iteration 16Q: 3 clusters Score -236074.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -236134.734375 Penalty: 3794.011230
	Iteration 17Q: 3 clusters Score -236134.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -236195.562500 Penalty: 3794.011230
	Iteration 18Q: 3 clusters Score -236195.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -236222.343750 Penalty: 3794.011230
	Iteration 19Q: 3 clusters Score -236222.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -236240.390625 Penalty: 3794.011230
	Iteration 20F: 3 clusters Score -236240.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -236243.453125 Penalty: 3794.011230
	Iteration 21Q: 3 clusters Score -236243.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -236243.453125 Penalty: 3794.011230
	Iteration 22F: 3 clusters Score -236243.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Entering Unmasked Estep 
Score: -721643.187500 Penalty: 2155.654297
	Iteration 0F: 2 clusters Score -721643.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -716498.125000 Penalty: 4311.308594
	Iteration 0F: 3 clusters Score -716498.1 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -718007.375000 Penalty: 4311.308594
	Iteration 1F: 3 clusters Score -718007.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -718525.062500 Penalty: 4311.308594
	Iteration 2F: 3 clusters Score -718525.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -718894.187500 Penalty: 4311.308594
	Iteration 3F: 3 clusters Score -718894.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -719202.625000 Penalty: 4311.308594
	Iteration 4F: 3 clusters Score -719202.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -719490.500000 Penalty: 4311.308594
	Iteration 5F: 3 clusters Score -719490.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -719762.250000 Penalty: 4311.308594
	Iteration 6F: 3 clusters Score -719762.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -720012.812500 Penalty: 4311.308594
	Iteration 7F: 3 clusters Score -720012.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -720268.687500 Penalty: 4311.308594
	Iteration 8F: 3 clusters Score -720268.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -720474.125000 Penalty: 4311.308594
	Iteration 9Q: 3 clusters Score -720474.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -720678.500000 Penalty: 4311.308594
	Iteration 10Q: 3 clusters Score -720678.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -720829.312500 Penalty: 4311.308594
	Iteration 11Q: 3 clusters Score -720829.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -720902.500000 Penalty: 4311.308594
	Iteration 12Q: 3 clusters Score -720902.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -720961.062500 Penalty: 4311.308594
	Iteration 13Q: 3 clusters Score -720961.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -720999.375000 Penalty: 4311.308594
	Iteration 14Q: 3 clusters Score -720999.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -721030.750000 Penalty: 4311.308594
	Iteration 15Q: 3 clusters Score -721030.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -721054.250000 Penalty: 4311.308594
	Iteration 16Q: 3 clusters Score -721054.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -721078.562500 Penalty: 4311.308594
	Iteration 17Q: 3 clusters Score -721078.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -721096.312500 Penalty: 4311.308594
	Iteration 18Q: 3 clusters Score -721096.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -721106.812500 Penalty: 4311.308594
	Iteration 19Q: 3 clusters Score -721106.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -721114.625000 Penalty: 4311.308594
	Iteration 20F: 3 clusters Score -721114.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -721117.875000 Penalty: 4311.308594
	Iteration 21Q: 3 clusters Score -721117.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -721119.500000 Penalty: 4311.308594
	Iteration 22Q: 3 clusters Score -721119.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -721120.562500 Penalty: 4311.308594
	Iteration 23Q: 3 clusters Score -721120.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -721120.062500 Penalty: 4311.308594
	Iteration 24Q: 3 clusters Score -721120.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -721120.562500 Penalty: 4311.308594
	Iteration 25Q: 3 clusters Score -721120.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -721121.625000 Penalty: 4311.308594
	Iteration 26Q: 3 clusters Score -721121.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -721121.625000 Penalty: 4311.308594
	Iteration 27F: 3 clusters Score -721121.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Entering Unmasked Estep 
Score: -5189191.500000 Penalty: 2654.069824
	Iteration 0F: 2 clusters Score -5189192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -5159192.500000 Penalty: 5308.139648
	Iteration 0F: 3 clusters Score -5159192 nChanged 20386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -5170398.500000 Penalty: 5308.139648
	Iteration 1F: 3 clusters Score -5170398 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -5170864.500000 Penalty: 5308.139648
	Iteration 2Q: 3 clusters Score -5170864 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -5171326.000000 Penalty: 5308.139648
	Iteration 3Q: 3 clusters Score -5171326 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -5171794.000000 Penalty: 5308.139648
	Iteration 4Q: 3 clusters Score -5171794 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -5172297.500000 Penalty: 5308.139648
	Iteration 5Q: 3 clusters Score -5172298 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -5172809.500000 Penalty: 5308.139648
	Iteration 6Q: 3 clusters Score -5172810 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -5173462.000000 Penalty: 5308.139648
	Iteration 7Q: 3 clusters Score -5173462 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -5174292.000000 Penalty: 5308.139648
	Iteration 8Q: 3 clusters Score -5174292 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -5175500.500000 Penalty: 5308.139648
	Iteration 9Q: 3 clusters Score -5175500 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -5177274.500000 Penalty: 5308.139648
	Iteration 10F: 3 clusters Score -5177274 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -5179475.500000 Penalty: 5308.139648
	Iteration 11F: 3 clusters Score -5179476 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -5181938.500000 Penalty: 5308.139648
	Iteration 12F: 3 clusters Score -5181938 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -5184058.500000 Penalty: 5308.139648
	Iteration 13F: 3 clusters Score -5184058 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -5185576.000000 Penalty: 5308.139648
	Iteration 14Q: 3 clusters Score -5185576 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -5186356.000000 Penalty: 5308.139648
	Iteration 15Q: 3 clusters Score -5186356 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -5186720.000000 Penalty: 5308.139648
	Iteration 16Q: 3 clusters Score -5186720 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -5186881.500000 Penalty: 5308.139648
	Iteration 17Q: 3 clusters Score -5186882 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -5186949.500000 Penalty: 5308.139648
	Iteration 18Q: 3 clusters Score -5186950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -5186979.000000 Penalty: 5308.139648
	Iteration 19Q: 3 clusters Score -5186979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -5186993.000000 Penalty: 5308.139648
	Iteration 20F: 3 clusters Score -5186993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -5187001.000000 Penalty: 5308.139648
	Iteration 21Q: 3 clusters Score -5187001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -5187010.000000 Penalty: 5308.139648
	Iteration 22Q: 3 clusters Score -5187010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -5187020.500000 Penalty: 5308.139648
	Iteration 23Q: 3 clusters Score -5187020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -5187030.000000 Penalty: 5308.139648
	Iteration 24Q: 3 clusters Score -5187030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -5187040.000000 Penalty: 5308.139648
	Iteration 25Q: 3 clusters Score -5187040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -5187043.000000 Penalty: 5308.139648
	Iteration 26Q: 3 clusters Score -5187043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -5187044.500000 Penalty: 5308.139648
	Iteration 27Q: 3 clusters Score -5187044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -5187046.000000 Penalty: 5308.139648
	Iteration 28Q: 3 clusters Score -5187046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -5187049.000000 Penalty: 5308.139648
	Iteration 29Q: 3 clusters Score -5187049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -5187049.000000 Penalty: 5308.139648
	Iteration 30Q: 3 clusters Score -5187049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -5187050.500000 Penalty: 5308.139648
	Iteration 31Q: 3 clusters Score -5187050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -5187050.500000 Penalty: 5308.139648
	Iteration 32F: 3 clusters Score -5187050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Entering Unmasked Estep 
Score: -2276362.500000 Penalty: 2443.904785
	Iteration 0F: 2 clusters Score -2276362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2262868.250000 Penalty: 4887.809570
	Iteration 0F: 3 clusters Score -2262868 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2267168.000000 Penalty: 4887.809570
	Iteration 1F: 3 clusters Score -2267168 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2267592.750000 Penalty: 4887.809570
	Iteration 2F: 3 clusters Score -2267593 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2268046.250000 Penalty: 4887.809570
	Iteration 3F: 3 clusters Score -2268046 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2268623.750000 Penalty: 4887.809570
	Iteration 4F: 3 clusters Score -2268624 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2269353.500000 Penalty: 4887.809570
	Iteration 5F: 3 clusters Score -2269354 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2270217.250000 Penalty: 4887.809570
	Iteration 6F: 3 clusters Score -2270217 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2271102.250000 Penalty: 4887.809570
	Iteration 7F: 3 clusters Score -2271102 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2271888.250000 Penalty: 4887.809570
	Iteration 8F: 3 clusters Score -2271888 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2272607.500000 Penalty: 4887.809570
	Iteration 9F: 3 clusters Score -2272608 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2273294.250000 Penalty: 4887.809570
	Iteration 10Q: 3 clusters Score -2273294 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2273857.000000 Penalty: 4887.809570
	Iteration 11Q: 3 clusters Score -2273857 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2274307.000000 Penalty: 4887.809570
	Iteration 12Q: 3 clusters Score -2274307 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2274636.250000 Penalty: 4887.809570
	Iteration 13Q: 3 clusters Score -2274636 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2274807.500000 Penalty: 4887.809570
	Iteration 14Q: 3 clusters Score -2274808 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2274898.250000 Penalty: 4887.809570
	Iteration 15Q: 3 clusters Score -2274898 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2274961.750000 Penalty: 4887.809570
	Iteration 16Q: 3 clusters Score -2274962 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2274989.750000 Penalty: 4887.809570
	Iteration 17Q: 3 clusters Score -2274990 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2275013.000000 Penalty: 4887.809570
	Iteration 18Q: 3 clusters Score -2275013 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2275037.500000 Penalty: 4887.809570
	Iteration 19Q: 3 clusters Score -2275038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2275049.250000 Penalty: 4887.809570
	Iteration 20F: 3 clusters Score -2275049 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2275061.000000 Penalty: 4887.809570
	Iteration 21Q: 3 clusters Score -2275061 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2275061.500000 Penalty: 4887.809570
	Iteration 22Q: 3 clusters Score -2275062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2275066.250000 Penalty: 4887.809570
	Iteration 23Q: 3 clusters Score -2275066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2275068.500000 Penalty: 4887.809570
	Iteration 24Q: 3 clusters Score -2275068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2275073.000000 Penalty: 4887.809570
	Iteration 25Q: 3 clusters Score -2275073 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2275085.500000 Penalty: 4887.809570
	Iteration 26Q: 3 clusters Score -2275086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2275090.500000 Penalty: 4887.809570
	Iteration 27Q: 3 clusters Score -2275090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2275094.000000 Penalty: 4887.809570
	Iteration 28Q: 3 clusters Score -2275094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2275103.750000 Penalty: 4887.809570
	Iteration 29Q: 3 clusters Score -2275104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2275106.250000 Penalty: 4887.809570
	Iteration 30Q: 3 clusters Score -2275106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2275110.250000 Penalty: 4887.809570
	Iteration 31Q: 3 clusters Score -2275110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2275108.250000 Penalty: 4887.809570
	Iteration 32Q: 3 clusters Score -2275108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2275107.250000 Penalty: 4887.809570
	Iteration 33Q: 3 clusters Score -2275107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -2275113.250000 Penalty: 4887.809570
	Iteration 34Q: 3 clusters Score -2275113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2275120.500000 Penalty: 4887.809570
	Iteration 35Q: 3 clusters Score -2275120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2275124.000000 Penalty: 4887.809570
	Iteration 36Q: 3 clusters Score -2275124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2275136.250000 Penalty: 4887.809570
	Iteration 37Q: 3 clusters Score -2275136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2275143.000000 Penalty: 4887.809570
	Iteration 38Q: 3 clusters Score -2275143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2275149.000000 Penalty: 4887.809570
	Iteration 39Q: 3 clusters Score -2275149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2275151.500000 Penalty: 4887.809570
	Iteration 40F: 3 clusters Score -2275152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2275158.000000 Penalty: 4887.809570
	Iteration 41Q: 3 clusters Score -2275158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2275172.500000 Penalty: 4887.809570
	Iteration 42Q: 3 clusters Score -2275172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2275176.500000 Penalty: 4887.809570
	Iteration 43Q: 3 clusters Score -2275176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2275196.000000 Penalty: 4887.809570
	Iteration 44Q: 3 clusters Score -2275196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2275205.250000 Penalty: 4887.809570
	Iteration 45Q: 3 clusters Score -2275205 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2275233.500000 Penalty: 4887.809570
	Iteration 46Q: 3 clusters Score -2275234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2275249.750000 Penalty: 4887.809570
	Iteration 47Q: 3 clusters Score -2275250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2275271.250000 Penalty: 4887.809570
	Iteration 48Q: 3 clusters Score -2275271 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2275291.250000 Penalty: 4887.809570
	Iteration 49Q: 3 clusters Score -2275291 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2275318.250000 Penalty: 4887.809570
	Iteration 50Q: 3 clusters Score -2275318 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2275341.000000 Penalty: 4887.809570
	Iteration 51Q: 3 clusters Score -2275341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2275357.500000 Penalty: 4887.809570
	Iteration 52Q: 3 clusters Score -2275358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2275374.750000 Penalty: 4887.809570
	Iteration 53Q: 3 clusters Score -2275375 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2275394.500000 Penalty: 4887.809570
	Iteration 54Q: 3 clusters Score -2275394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2275399.500000 Penalty: 4887.809570
	Iteration 55Q: 3 clusters Score -2275400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2275408.500000 Penalty: 4887.809570
	Iteration 56Q: 3 clusters Score -2275408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2275421.500000 Penalty: 4887.809570
	Iteration 57Q: 3 clusters Score -2275422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2275430.250000 Penalty: 4887.809570
	Iteration 58Q: 3 clusters Score -2275430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2275440.750000 Penalty: 4887.809570
	Iteration 59Q: 3 clusters Score -2275441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2275439.000000 Penalty: 4887.809570
	Iteration 60F: 3 clusters Score -2275439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2275440.500000 Penalty: 4887.809570
	Iteration 61Q: 3 clusters Score -2275440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2275439.500000 Penalty: 4887.809570
	Iteration 62Q: 3 clusters Score -2275440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2275441.500000 Penalty: 4887.809570
	Iteration 63Q: 3 clusters Score -2275442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2275446.000000 Penalty: 4887.809570
	Iteration 64Q: 3 clusters Score -2275446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2275446.500000 Penalty: 4887.809570
	Iteration 65Q: 3 clusters Score -2275446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2275448.750000 Penalty: 4887.809570
	Iteration 66Q: 3 clusters Score -2275449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2275446.250000 Penalty: 4887.809570
	Iteration 67Q: 3 clusters Score -2275446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2275444.750000 Penalty: 4887.809570
	Iteration 68Q: 3 clusters Score -2275445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2275448.000000 Penalty: 4887.809570
	Iteration 69Q: 3 clusters Score -2275448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2275451.750000 Penalty: 4887.809570
	Iteration 70Q: 3 clusters Score -2275452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2275451.750000 Penalty: 4887.809570
	Iteration 71F: 3 clusters Score -2275452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -56940.867188 Penalty: 1572.846191
	Iteration 0F: 2 clusters Score -56940.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55384.636719 Penalty: 3145.692383
	Iteration 0F: 3 clusters Score -55384.64 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -55697.144531 Penalty: 3145.692383
	Iteration 1F: 3 clusters Score -55697.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55853.675781 Penalty: 3145.692383
	Iteration 2F: 3 clusters Score -55853.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56114.898438 Penalty: 3145.692383
	Iteration 3F: 3 clusters Score -56114.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -56337.335938 Penalty: 3145.692383
	Iteration 4F: 3 clusters Score -56337.34 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56690.621094 Penalty: 3145.692383
	Iteration 5F: 3 clusters Score -56690.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56876.925781 Penalty: 3145.692383
	Iteration 6Q: 3 clusters Score -56876.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -56940.671875 Penalty: 3145.692383
	Iteration 7Q: 3 clusters Score -56940.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -56974.179688 Penalty: 3145.692383
	Iteration 8Q: 3 clusters Score -56974.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -57028.746094 Penalty: 3145.692383
	Iteration 9Q: 3 clusters Score -57028.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -57079.785156 Penalty: 3145.692383
	Iteration 10Q: 3 clusters Score -57079.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -57133.339844 Penalty: 3145.692383
	Iteration 11Q: 3 clusters Score -57133.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -57174.632812 Penalty: 3145.692383
	Iteration 12Q: 3 clusters Score -57174.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -57198.531250 Penalty: 3145.692383
	Iteration 13Q: 3 clusters Score -57198.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -57212.746094 Penalty: 3145.692383
	Iteration 14Q: 3 clusters Score -57212.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -57223.250000 Penalty: 3145.692383
	Iteration 15Q: 3 clusters Score -57223.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -57226.554688 Penalty: 3145.692383
	Iteration 16Q: 3 clusters Score -57226.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -57228.269531 Penalty: 3145.692383
	Iteration 17Q: 3 clusters Score -57228.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -57228.269531 Penalty: 3145.692383
	Iteration 18F: 3 clusters Score -57228.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 5956 members 
Mstep: Class 4 contains 44440 members 
Mstep: Class 5 contains 19043 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 6153 members 
Mstep: Class 8 contains 12292 members 
Mstep: Class 9 contains 225402 members 
Mstep: Class 10 contains 17900 members 
Mstep: Class 11 contains 101364 members 
Mstep: Class 12 contains 39191 members 
Mstep: Class 13 contains 34897 members 
Mstep: Class 14 contains 349 members 
Mstep: Class 16 contains 3909 members 
Mstep: Class 17 contains 154367 members 
Mstep: Class 18 contains 11441 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
Score: -80046008.000000 Penalty: 59972.335938
Splitting cluster 6 changes total score from -80047528.000000 to -80046008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (6153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Entering Unmasked Estep 
Score: -688862.625000 Penalty: 2163.724365
	Iteration 0F: 2 clusters Score -688862.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -683658.750000 Penalty: 4327.448730
	Iteration 0F: 3 clusters Score -683658.8 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -685241.625000 Penalty: 4327.448730
	Iteration 1F: 3 clusters Score -685241.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -685672.625000 Penalty: 4327.448730
	Iteration 2F: 3 clusters Score -685672.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -685956.187500 Penalty: 4327.448730
	Iteration 3F: 3 clusters Score -685956.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -686203.625000 Penalty: 4327.448730
	Iteration 4F: 3 clusters Score -686203.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -686463.437500 Penalty: 4327.448730
	Iteration 5F: 3 clusters Score -686463.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -686736.500000 Penalty: 4327.448730
	Iteration 6F: 3 clusters Score -686736.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -687001.500000 Penalty: 4327.448730
	Iteration 7F: 3 clusters Score -687001.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -687275.187500 Penalty: 4327.448730
	Iteration 8Q: 3 clusters Score -687275.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -687553.937500 Penalty: 4327.448730
	Iteration 9Q: 3 clusters Score -687553.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -687794.750000 Penalty: 4327.448730
	Iteration 10Q: 3 clusters Score -687794.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -687979.062500 Penalty: 4327.448730
	Iteration 11Q: 3 clusters Score -687979.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -688144.187500 Penalty: 4327.448730
	Iteration 12Q: 3 clusters Score -688144.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -688283.562500 Penalty: 4327.448730
	Iteration 13Q: 3 clusters Score -688283.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -688414.375000 Penalty: 4327.448730
	Iteration 14Q: 3 clusters Score -688414.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -688539.000000 Penalty: 4327.448730
	Iteration 15Q: 3 clusters Score -688539 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -688617.937500 Penalty: 4327.448730
	Iteration 16Q: 3 clusters Score -688617.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -688693.437500 Penalty: 4327.448730
	Iteration 17Q: 3 clusters Score -688693.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -688734.000000 Penalty: 4327.448730
	Iteration 18Q: 3 clusters Score -688734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -688753.125000 Penalty: 4327.448730
	Iteration 19Q: 3 clusters Score -688753.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -688770.250000 Penalty: 4327.448730
	Iteration 20F: 3 clusters Score -688770.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -688779.625000 Penalty: 4327.448730
	Iteration 21Q: 3 clusters Score -688779.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -688786.687500 Penalty: 4327.448730
	Iteration 22Q: 3 clusters Score -688786.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -688786.187500 Penalty: 4327.448730
	Iteration 23Q: 3 clusters Score -688786.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -688786.875000 Penalty: 4327.448730
	Iteration 24Q: 3 clusters Score -688786.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -688788.375000 Penalty: 4327.448730
	Iteration 25Q: 3 clusters Score -688788.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -688790.000000 Penalty: 4327.448730
	Iteration 26Q: 3 clusters Score -688790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -688791.812500 Penalty: 4327.448730
	Iteration 27Q: 3 clusters Score -688791.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -688793.000000 Penalty: 4327.448730
	Iteration 28Q: 3 clusters Score -688793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -688793.375000 Penalty: 4327.448730
	Iteration 29Q: 3 clusters Score -688793.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -688795.875000 Penalty: 4327.448730
	Iteration 30Q: 3 clusters Score -688795.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -688799.375000 Penalty: 4327.448730
	Iteration 31Q: 3 clusters Score -688799.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -688800.687500 Penalty: 4327.448730
	Iteration 32Q: 3 clusters Score -688800.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -688800.687500 Penalty: 4327.448730
	Iteration 33F: 3 clusters Score -688800.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Entering Unmasked Estep 
Score: -1497897.250000 Penalty: 2335.342529
	Iteration 0F: 2 clusters Score -1497897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1488765.500000 Penalty: 4670.685059
	Iteration 0F: 3 clusters Score -1488766 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1491432.250000 Penalty: 4670.685059
	Iteration 1F: 3 clusters Score -1491432 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1491790.375000 Penalty: 4670.685059
	Iteration 2F: 3 clusters Score -1491790 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1492174.500000 Penalty: 4670.685059
	Iteration 3F: 3 clusters Score -1492174 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1492617.500000 Penalty: 4670.685059
	Iteration 4F: 3 clusters Score -1492618 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1493170.375000 Penalty: 4670.685059
	Iteration 5F: 3 clusters Score -1493170 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1493753.125000 Penalty: 4670.685059
	Iteration 6F: 3 clusters Score -1493753 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1494339.625000 Penalty: 4670.685059
	Iteration 7F: 3 clusters Score -1494340 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1494937.875000 Penalty: 4670.685059
	Iteration 8F: 3 clusters Score -1494938 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1495413.125000 Penalty: 4670.685059
	Iteration 9F: 3 clusters Score -1495413 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1495735.875000 Penalty: 4670.685059
	Iteration 10Q: 3 clusters Score -1495736 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1495929.000000 Penalty: 4670.685059
	Iteration 11Q: 3 clusters Score -1495929 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1496048.125000 Penalty: 4670.685059
	Iteration 12Q: 3 clusters Score -1496048 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1496131.750000 Penalty: 4670.685059
	Iteration 13Q: 3 clusters Score -1496132 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1496189.125000 Penalty: 4670.685059
	Iteration 14Q: 3 clusters Score -1496189 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1496238.000000 Penalty: 4670.685059
	Iteration 15Q: 3 clusters Score -1496238 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1496280.375000 Penalty: 4670.685059
	Iteration 16Q: 3 clusters Score -1496280 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1496328.250000 Penalty: 4670.685059
	Iteration 17Q: 3 clusters Score -1496328 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1496373.500000 Penalty: 4670.685059
	Iteration 18Q: 3 clusters Score -1496374 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1496427.125000 Penalty: 4670.685059
	Iteration 19Q: 3 clusters Score -1496427 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1496477.750000 Penalty: 4670.685059
	Iteration 20F: 3 clusters Score -1496478 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1496535.500000 Penalty: 4670.685059
	Iteration 21Q: 3 clusters Score -1496536 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1496605.375000 Penalty: 4670.685059
	Iteration 22Q: 3 clusters Score -1496605 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1496677.250000 Penalty: 4670.685059
	Iteration 23Q: 3 clusters Score -1496677 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1496743.625000 Penalty: 4670.685059
	Iteration 24Q: 3 clusters Score -1496744 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1496805.000000 Penalty: 4670.685059
	Iteration 25Q: 3 clusters Score -1496805 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1496846.125000 Penalty: 4670.685059
	Iteration 26Q: 3 clusters Score -1496846 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1496895.000000 Penalty: 4670.685059
	Iteration 27Q: 3 clusters Score -1496895 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1496953.625000 Penalty: 4670.685059
	Iteration 28Q: 3 clusters Score -1496954 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1496996.250000 Penalty: 4670.685059
	Iteration 29Q: 3 clusters Score -1496996 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1497036.000000 Penalty: 4670.685059
	Iteration 30Q: 3 clusters Score -1497036 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1497073.125000 Penalty: 4670.685059
	Iteration 31Q: 3 clusters Score -1497073 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1497111.250000 Penalty: 4670.685059
	Iteration 32Q: 3 clusters Score -1497111 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1497144.375000 Penalty: 4670.685059
	Iteration 33Q: 3 clusters Score -1497144 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1497162.500000 Penalty: 4670.685059
	Iteration 34Q: 3 clusters Score -1497162 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1497179.625000 Penalty: 4670.685059
	Iteration 35Q: 3 clusters Score -1497180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1497196.750000 Penalty: 4670.685059
	Iteration 36Q: 3 clusters Score -1497197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1497208.750000 Penalty: 4670.685059
	Iteration 37Q: 3 clusters Score -1497209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1497220.125000 Penalty: 4670.685059
	Iteration 38Q: 3 clusters Score -1497220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1497222.750000 Penalty: 4670.685059
	Iteration 39Q: 3 clusters Score -1497223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1497227.875000 Penalty: 4670.685059
	Iteration 40F: 3 clusters Score -1497228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1497227.250000 Penalty: 4670.685059
	Iteration 41Q: 3 clusters Score -1497227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1497230.750000 Penalty: 4670.685059
	Iteration 42Q: 3 clusters Score -1497231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1497232.250000 Penalty: 4670.685059
	Iteration 43Q: 3 clusters Score -1497232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1497233.500000 Penalty: 4670.685059
	Iteration 44Q: 3 clusters Score -1497234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1497239.000000 Penalty: 4670.685059
	Iteration 45Q: 3 clusters Score -1497239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1497239.625000 Penalty: 4670.685059
	Iteration 46Q: 3 clusters Score -1497240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1497249.875000 Penalty: 4670.685059
	Iteration 47Q: 3 clusters Score -1497250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1497253.875000 Penalty: 4670.685059
	Iteration 48Q: 3 clusters Score -1497254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1497256.625000 Penalty: 4670.685059
	Iteration 49Q: 3 clusters Score -1497257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1497259.625000 Penalty: 4670.685059
	Iteration 50Q: 3 clusters Score -1497260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1497257.500000 Penalty: 4670.685059
	Iteration 51Q: 3 clusters Score -1497258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1497258.125000 Penalty: 4670.685059
	Iteration 52Q: 3 clusters Score -1497258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1497260.000000 Penalty: 4670.685059
	Iteration 53Q: 3 clusters Score -1497260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1497259.500000 Penalty: 4670.685059
	Iteration 54Q: 3 clusters Score -1497260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1497260.250000 Penalty: 4670.685059
	Iteration 55Q: 3 clusters Score -1497260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1497262.750000 Penalty: 4670.685059
	Iteration 56Q: 3 clusters Score -1497263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1497266.625000 Penalty: 4670.685059
	Iteration 57Q: 3 clusters Score -1497267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1497267.875000 Penalty: 4670.685059
	Iteration 58Q: 3 clusters Score -1497268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1497273.375000 Penalty: 4670.685059
	Iteration 59Q: 3 clusters Score -1497273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1497276.125000 Penalty: 4670.685059
	Iteration 60F: 3 clusters Score -1497276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1497274.750000 Penalty: 4670.685059
	Iteration 61Q: 3 clusters Score -1497275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1497275.875000 Penalty: 4670.685059
	Iteration 62Q: 3 clusters Score -1497276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1497275.875000 Penalty: 4670.685059
	Iteration 63F: 3 clusters Score -1497276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (225402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225402 members 
Entering Unmasked Estep 
Score: -26842290.000000 Penalty: 3056.758789
	Iteration 0F: 2 clusters Score -2.684229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112579 members 
Mstep: Class 2 contains 112823 members 
Entering Unmasked Estep 
Score: -26704968.000000 Penalty: 6113.517578
	Iteration 0F: 3 clusters Score -2.670497e+07 nChanged 108957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110206 members 
Mstep: Class 2 contains 115196 members 
Entering Unmasked Estep 
Score: -26768464.000000 Penalty: 6113.517578
	Iteration 1F: 3 clusters Score -2.676846e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109093 members 
Mstep: Class 2 contains 116309 members 
Entering Unmasked Estep 
Score: -26769392.000000 Penalty: 6113.517578
	Iteration 2Q: 3 clusters Score -2.676939e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107566 members 
Mstep: Class 2 contains 117836 members 
Entering Unmasked Estep 
Score: -26770424.000000 Penalty: 6113.517578
	Iteration 3Q: 3 clusters Score -2.677042e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105480 members 
Mstep: Class 2 contains 119922 members 
Entering Unmasked Estep 
Score: -26772178.000000 Penalty: 6113.517578
	Iteration 4Q: 3 clusters Score -2.677218e+07 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102715 members 
Mstep: Class 2 contains 122687 members 
Entering Unmasked Estep 
Score: -26774884.000000 Penalty: 6113.517578
	Iteration 5Q: 3 clusters Score -2.677488e+07 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99332 members 
Mstep: Class 2 contains 126070 members 
Entering Unmasked Estep 
Score: -26779474.000000 Penalty: 6113.517578
	Iteration 6Q: 3 clusters Score -2.677947e+07 nChanged 13289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95723 members 
Mstep: Class 2 contains 129679 members 
Entering Unmasked Estep 
Score: -26787574.000000 Penalty: 6113.517578
	Iteration 7F: 3 clusters Score -2.678757e+07 nChanged 15729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92866 members 
Mstep: Class 2 contains 132536 members 
Entering Unmasked Estep 
Score: -26799206.000000 Penalty: 6113.517578
	Iteration 8F: 3 clusters Score -2.679921e+07 nChanged 16464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91764 members 
Mstep: Class 2 contains 133638 members 
Entering Unmasked Estep 
Score: -26810890.000000 Penalty: 6113.517578
	Iteration 9F: 3 clusters Score -2.681089e+07 nChanged 12994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92640 members 
Mstep: Class 2 contains 132762 members 
Entering Unmasked Estep 
Score: -26816172.000000 Penalty: 6113.517578
	Iteration 10F: 3 clusters Score -2.681617e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94115 members 
Mstep: Class 2 contains 131287 members 
Entering Unmasked Estep 
Score: -26817664.000000 Penalty: 6113.517578
	Iteration 11Q: 3 clusters Score -2.681766e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95785 members 
Mstep: Class 2 contains 129617 members 
Entering Unmasked Estep 
Score: -26818266.000000 Penalty: 6113.517578
	Iteration 12Q: 3 clusters Score -2.681827e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97747 members 
Mstep: Class 2 contains 127655 members 
Entering Unmasked Estep 
Score: -26818806.000000 Penalty: 6113.517578
	Iteration 13Q: 3 clusters Score -2.681881e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100044 members 
Mstep: Class 2 contains 125358 members 
Entering Unmasked Estep 
Score: -26819204.000000 Penalty: 6113.517578
	Iteration 14Q: 3 clusters Score -2.68192e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102598 members 
Mstep: Class 2 contains 122804 members 
Entering Unmasked Estep 
Score: -26819740.000000 Penalty: 6113.517578
	Iteration 15Q: 3 clusters Score -2.681974e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105380 members 
Mstep: Class 2 contains 120022 members 
Entering Unmasked Estep 
Score: -26820294.000000 Penalty: 6113.517578
	Iteration 16Q: 3 clusters Score -2.682029e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108295 members 
Mstep: Class 2 contains 117107 members 
Entering Unmasked Estep 
Score: -26820782.000000 Penalty: 6113.517578
	Iteration 17Q: 3 clusters Score -2.682078e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111350 members 
Mstep: Class 2 contains 114052 members 
Entering Unmasked Estep 
Score: -26821108.000000 Penalty: 6113.517578
	Iteration 18Q: 3 clusters Score -2.682111e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114621 members 
Mstep: Class 2 contains 110781 members 
Entering Unmasked Estep 
Score: -26821516.000000 Penalty: 6113.517578
	Iteration 19Q: 3 clusters Score -2.682152e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118010 members 
Mstep: Class 2 contains 107392 members 
Entering Unmasked Estep 
Score: -26821590.000000 Penalty: 6113.517578
	Iteration 20F: 3 clusters Score -2.682159e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121554 members 
Mstep: Class 2 contains 103848 members 
Entering Unmasked Estep 
Score: -26821692.000000 Penalty: 6113.517578
	Iteration 21Q: 3 clusters Score -2.682169e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125238 members 
Mstep: Class 2 contains 100164 members 
Entering Unmasked Estep 
Score: -26821974.000000 Penalty: 6113.517578
	Iteration 22Q: 3 clusters Score -2.682197e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128859 members 
Mstep: Class 2 contains 96543 members 
Entering Unmasked Estep 
Score: -26822090.000000 Penalty: 6113.517578
	Iteration 23Q: 3 clusters Score -2.682209e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132326 members 
Mstep: Class 2 contains 93076 members 
Entering Unmasked Estep 
Score: -26822218.000000 Penalty: 6113.517578
	Iteration 24Q: 3 clusters Score -2.682222e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135864 members 
Mstep: Class 2 contains 89538 members 
Entering Unmasked Estep 
Score: -26822200.000000 Penalty: 6113.517578
	Iteration 25Q: 3 clusters Score -2.68222e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139538 members 
Mstep: Class 2 contains 85864 members 
Entering Unmasked Estep 
Score: -26822370.000000 Penalty: 6113.517578
	Iteration 26Q: 3 clusters Score -2.682237e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143311 members 
Mstep: Class 2 contains 82091 members 
Entering Unmasked Estep 
Score: -26822818.000000 Penalty: 6113.517578
	Iteration 27Q: 3 clusters Score -2.682282e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147030 members 
Mstep: Class 2 contains 78372 members 
Entering Unmasked Estep 
Score: -26823216.000000 Penalty: 6113.517578
	Iteration 28Q: 3 clusters Score -2.682322e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150543 members 
Mstep: Class 2 contains 74859 members 
Entering Unmasked Estep 
Score: -26823506.000000 Penalty: 6113.517578
	Iteration 29Q: 3 clusters Score -2.682351e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154118 members 
Mstep: Class 2 contains 71284 members 
Entering Unmasked Estep 
Score: -26823934.000000 Penalty: 6113.517578
	Iteration 30Q: 3 clusters Score -2.682393e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157695 members 
Mstep: Class 2 contains 67707 members 
Entering Unmasked Estep 
Score: -26824404.000000 Penalty: 6113.517578
	Iteration 31Q: 3 clusters Score -2.68244e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161238 members 
Mstep: Class 2 contains 64164 members 
Entering Unmasked Estep 
Score: -26824732.000000 Penalty: 6113.517578
	Iteration 32Q: 3 clusters Score -2.682473e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164659 members 
Mstep: Class 2 contains 60743 members 
Entering Unmasked Estep 
Score: -26825084.000000 Penalty: 6113.517578
	Iteration 33Q: 3 clusters Score -2.682508e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168151 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -26825604.000000 Penalty: 6113.517578
	Iteration 34Q: 3 clusters Score -2.68256e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171703 members 
Mstep: Class 2 contains 53699 members 
Entering Unmasked Estep 
Score: -26826178.000000 Penalty: 6113.517578
	Iteration 35Q: 3 clusters Score -2.682618e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175337 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -26826812.000000 Penalty: 6113.517578
	Iteration 36Q: 3 clusters Score -2.682681e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179158 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -26827854.000000 Penalty: 6113.517578
	Iteration 37Q: 3 clusters Score -2.682785e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182954 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -26828698.000000 Penalty: 6113.517578
	Iteration 38Q: 3 clusters Score -2.68287e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186752 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -26829508.000000 Penalty: 6113.517578
	Iteration 39Q: 3 clusters Score -2.682951e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190410 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -26831226.000000 Penalty: 6113.517578
	Iteration 40F: 3 clusters Score -2.683123e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193945 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -26833306.000000 Penalty: 6113.517578
	Iteration 41Q: 3 clusters Score -2.683331e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197302 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -26835238.000000 Penalty: 6113.517578
	Iteration 42Q: 3 clusters Score -2.683524e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200501 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -26836948.000000 Penalty: 6113.517578
	Iteration 43Q: 3 clusters Score -2.683695e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203434 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -26838362.000000 Penalty: 6113.517578
	Iteration 44Q: 3 clusters Score -2.683836e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206224 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -26839534.000000 Penalty: 6113.517578
	Iteration 45Q: 3 clusters Score -2.683953e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208838 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -26840544.000000 Penalty: 6113.517578
	Iteration 46Q: 3 clusters Score -2.684054e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211273 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -26841132.000000 Penalty: 6113.517578
	Iteration 47Q: 3 clusters Score -2.684113e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213355 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -26841338.000000 Penalty: 6113.517578
	Iteration 48Q: 3 clusters Score -2.684134e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215155 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -26841370.000000 Penalty: 6113.517578
	Iteration 49Q: 3 clusters Score -2.684137e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216600 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -26841500.000000 Penalty: 6113.517578
	Iteration 50Q: 3 clusters Score -2.68415e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217878 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -26841670.000000 Penalty: 6113.517578
	Iteration 51Q: 3 clusters Score -2.684167e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219025 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -26841578.000000 Penalty: 6113.517578
	Iteration 52Q: 3 clusters Score -2.684158e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219975 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -26841466.000000 Penalty: 6113.517578
	Iteration 53Q: 3 clusters Score -2.684147e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220745 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -26841480.000000 Penalty: 6113.517578
	Iteration 54Q: 3 clusters Score -2.684148e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221374 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -26841224.000000 Penalty: 6113.517578
	Iteration 55Q: 3 clusters Score -2.684122e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221886 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -26841024.000000 Penalty: 6113.517578
	Iteration 56Q: 3 clusters Score -2.684102e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222298 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -26840978.000000 Penalty: 6113.517578
	Iteration 57Q: 3 clusters Score -2.684098e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222607 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -26840876.000000 Penalty: 6113.517578
	Iteration 58Q: 3 clusters Score -2.684088e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222860 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -26840854.000000 Penalty: 6113.517578
	Iteration 59Q: 3 clusters Score -2.684085e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223085 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -26840850.000000 Penalty: 6113.517578
	Iteration 60F: 3 clusters Score -2.684085e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223271 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -26840784.000000 Penalty: 6113.517578
	Iteration 61Q: 3 clusters Score -2.684078e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223416 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -26840724.000000 Penalty: 6113.517578
	Iteration 62Q: 3 clusters Score -2.684072e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223554 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -26840708.000000 Penalty: 6113.517578
	Iteration 63Q: 3 clusters Score -2.684071e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223657 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -26840688.000000 Penalty: 6113.517578
	Iteration 64Q: 3 clusters Score -2.684069e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223746 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -26840576.000000 Penalty: 6113.517578
	Iteration 65Q: 3 clusters Score -2.684058e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223824 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -26840582.000000 Penalty: 6113.517578
	Iteration 66Q: 3 clusters Score -2.684058e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223891 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -26840626.000000 Penalty: 6113.517578
	Iteration 67Q: 3 clusters Score -2.684063e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223936 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -26840618.000000 Penalty: 6113.517578
	Iteration 68Q: 3 clusters Score -2.684062e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223986 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -26840592.000000 Penalty: 6113.517578
	Iteration 69Q: 3 clusters Score -2.684059e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224027 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -26840584.000000 Penalty: 6113.517578
	Iteration 70Q: 3 clusters Score -2.684058e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224074 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -26840562.000000 Penalty: 6113.517578
	Iteration 71Q: 3 clusters Score -2.684056e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224107 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -26840550.000000 Penalty: 6113.517578
	Iteration 72Q: 3 clusters Score -2.684055e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224142 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -26840566.000000 Penalty: 6113.517578
	Iteration 73Q: 3 clusters Score -2.684057e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224164 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -26840558.000000 Penalty: 6113.517578
	Iteration 74Q: 3 clusters Score -2.684056e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224181 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -26840498.000000 Penalty: 6113.517578
	Iteration 75Q: 3 clusters Score -2.68405e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224197 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -26840514.000000 Penalty: 6113.517578
	Iteration 76Q: 3 clusters Score -2.684051e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224206 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -26840524.000000 Penalty: 6113.517578
	Iteration 77Q: 3 clusters Score -2.684052e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224224 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -26840534.000000 Penalty: 6113.517578
	Iteration 78Q: 3 clusters Score -2.684053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224236 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -26840532.000000 Penalty: 6113.517578
	Iteration 79Q: 3 clusters Score -2.684053e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224248 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -26840526.000000 Penalty: 6113.517578
	Iteration 80F: 3 clusters Score -2.684053e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224262 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -26840502.000000 Penalty: 6113.517578
	Iteration 81Q: 3 clusters Score -2.68405e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224274 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -26840514.000000 Penalty: 6113.517578
	Iteration 82Q: 3 clusters Score -2.684051e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224285 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -26840510.000000 Penalty: 6113.517578
	Iteration 83Q: 3 clusters Score -2.684051e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224297 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -26840522.000000 Penalty: 6113.517578
	Iteration 84Q: 3 clusters Score -2.684052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224299 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -26840542.000000 Penalty: 6113.517578
	Iteration 85Q: 3 clusters Score -2.684054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224307 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -26840522.000000 Penalty: 6113.517578
	Iteration 86Q: 3 clusters Score -2.684052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224310 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -26840514.000000 Penalty: 6113.517578
	Iteration 87Q: 3 clusters Score -2.684051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224312 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -26840522.000000 Penalty: 6113.517578
	Iteration 88Q: 3 clusters Score -2.684052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224313 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -26840516.000000 Penalty: 6113.517578
	Iteration 89Q: 3 clusters Score -2.684052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224313 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -26840516.000000 Penalty: 6113.517578
	Iteration 90F: 3 clusters Score -2.684052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Entering Unmasked Estep 
Score: -2170132.750000 Penalty: 2428.553955
	Iteration 0F: 2 clusters Score -2170133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2157427.250000 Penalty: 4857.107910
	Iteration 0F: 3 clusters Score -2157427 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2161496.500000 Penalty: 4857.107910
	Iteration 1F: 3 clusters Score -2161496 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2161839.500000 Penalty: 4857.107910
	Iteration 2F: 3 clusters Score -2161840 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2162114.500000 Penalty: 4857.107910
	Iteration 3Q: 3 clusters Score -2162114 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2162326.000000 Penalty: 4857.107910
	Iteration 4Q: 3 clusters Score -2162326 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2162511.000000 Penalty: 4857.107910
	Iteration 5Q: 3 clusters Score -2162511 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2162691.250000 Penalty: 4857.107910
	Iteration 6Q: 3 clusters Score -2162691 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2162897.250000 Penalty: 4857.107910
	Iteration 7Q: 3 clusters Score -2162897 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2163098.250000 Penalty: 4857.107910
	Iteration 8Q: 3 clusters Score -2163098 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2163334.250000 Penalty: 4857.107910
	Iteration 9Q: 3 clusters Score -2163334 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2163626.250000 Penalty: 4857.107910
	Iteration 10Q: 3 clusters Score -2163626 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2164025.750000 Penalty: 4857.107910
	Iteration 11Q: 3 clusters Score -2164026 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2164554.000000 Penalty: 4857.107910
	Iteration 12Q: 3 clusters Score -2164554 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2165195.500000 Penalty: 4857.107910
	Iteration 13Q: 3 clusters Score -2165196 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2165857.750000 Penalty: 4857.107910
	Iteration 14Q: 3 clusters Score -2165858 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -2166338.750000 Penalty: 4857.107910
	Iteration 15Q: 3 clusters Score -2166339 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2166624.000000 Penalty: 4857.107910
	Iteration 16Q: 3 clusters Score -2166624 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2166823.500000 Penalty: 4857.107910
	Iteration 17Q: 3 clusters Score -2166824 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2166983.250000 Penalty: 4857.107910
	Iteration 18Q: 3 clusters Score -2166983 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2167128.750000 Penalty: 4857.107910
	Iteration 19Q: 3 clusters Score -2167129 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2167237.000000 Penalty: 4857.107910
	Iteration 20F: 3 clusters Score -2167237 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2167314.250000 Penalty: 4857.107910
	Iteration 21Q: 3 clusters Score -2167314 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2167389.750000 Penalty: 4857.107910
	Iteration 22Q: 3 clusters Score -2167390 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2167455.000000 Penalty: 4857.107910
	Iteration 23Q: 3 clusters Score -2167455 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2167518.250000 Penalty: 4857.107910
	Iteration 24Q: 3 clusters Score -2167518 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2167601.750000 Penalty: 4857.107910
	Iteration 25Q: 3 clusters Score -2167602 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2167671.750000 Penalty: 4857.107910
	Iteration 26Q: 3 clusters Score -2167672 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2167745.000000 Penalty: 4857.107910
	Iteration 27Q: 3 clusters Score -2167745 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2167793.000000 Penalty: 4857.107910
	Iteration 28Q: 3 clusters Score -2167793 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2167831.750000 Penalty: 4857.107910
	Iteration 29Q: 3 clusters Score -2167832 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2167868.250000 Penalty: 4857.107910
	Iteration 30Q: 3 clusters Score -2167868 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2167900.500000 Penalty: 4857.107910
	Iteration 31Q: 3 clusters Score -2167900 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2167939.250000 Penalty: 4857.107910
	Iteration 32Q: 3 clusters Score -2167939 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2167969.750000 Penalty: 4857.107910
	Iteration 33Q: 3 clusters Score -2167970 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2168002.000000 Penalty: 4857.107910
	Iteration 34Q: 3 clusters Score -2168002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2168031.250000 Penalty: 4857.107910
	Iteration 35Q: 3 clusters Score -2168031 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2168050.500000 Penalty: 4857.107910
	Iteration 36Q: 3 clusters Score -2168050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2168070.000000 Penalty: 4857.107910
	Iteration 37Q: 3 clusters Score -2168070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2168081.250000 Penalty: 4857.107910
	Iteration 38Q: 3 clusters Score -2168081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2168088.750000 Penalty: 4857.107910
	Iteration 39Q: 3 clusters Score -2168089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2168090.500000 Penalty: 4857.107910
	Iteration 40F: 3 clusters Score -2168090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2168099.500000 Penalty: 4857.107910
	Iteration 41Q: 3 clusters Score -2168100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2168101.000000 Penalty: 4857.107910
	Iteration 42Q: 3 clusters Score -2168101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2168104.250000 Penalty: 4857.107910
	Iteration 43Q: 3 clusters Score -2168104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2168105.250000 Penalty: 4857.107910
	Iteration 44Q: 3 clusters Score -2168105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2168108.250000 Penalty: 4857.107910
	Iteration 45Q: 3 clusters Score -2168108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2168110.250000 Penalty: 4857.107910
	Iteration 46Q: 3 clusters Score -2168110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -2168110.000000 Penalty: 4857.107910
	Iteration 47Q: 3 clusters Score -2168110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2168115.000000 Penalty: 4857.107910
	Iteration 48Q: 3 clusters Score -2168115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2168121.250000 Penalty: 4857.107910
	Iteration 49Q: 3 clusters Score -2168121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -2168123.750000 Penalty: 4857.107910
	Iteration 50Q: 3 clusters Score -2168124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2168121.750000 Penalty: 4857.107910
	Iteration 51Q: 3 clusters Score -2168122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2168121.750000 Penalty: 4857.107910
	Iteration 52F: 3 clusters Score -2168122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (101364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101364 members 
Entering Unmasked Estep 
Score: -12143719.000000 Penalty: 2858.565430
	Iteration 0F: 2 clusters Score -1.214372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 50573 members 
Entering Unmasked Estep 
Score: -12076067.000000 Penalty: 5717.130859
	Iteration 0F: 3 clusters Score -1.207607e+07 nChanged 47846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51647 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -12103486.000000 Penalty: 5717.130859
	Iteration 1F: 3 clusters Score -1.210349e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -12104375.000000 Penalty: 5717.130859
	Iteration 2Q: 3 clusters Score -1.210438e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53209 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
Score: -12105277.000000 Penalty: 5717.130859
	Iteration 3Q: 3 clusters Score -1.210528e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54574 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -12106576.000000 Penalty: 5717.130859
	Iteration 4Q: 3 clusters Score -1.210658e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56574 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -12108363.000000 Penalty: 5717.130859
	Iteration 5Q: 3 clusters Score -1.210836e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -12110713.000000 Penalty: 5717.130859
	Iteration 6Q: 3 clusters Score -1.211071e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62967 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -12114020.000000 Penalty: 5717.130859
	Iteration 7F: 3 clusters Score -1.211402e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67800 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -12118314.000000 Penalty: 5717.130859
	Iteration 8F: 3 clusters Score -1.211831e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73436 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -12123399.000000 Penalty: 5717.130859
	Iteration 9F: 3 clusters Score -1.21234e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78944 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -12128397.000000 Penalty: 5717.130859
	Iteration 10F: 3 clusters Score -1.21284e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83687 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -12132473.000000 Penalty: 5717.130859
	Iteration 11F: 3 clusters Score -1.213247e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87260 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -12135344.000000 Penalty: 5717.130859
	Iteration 12Q: 3 clusters Score -1.213534e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89771 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -12137161.000000 Penalty: 5717.130859
	Iteration 13Q: 3 clusters Score -1.213716e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91590 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -12138286.000000 Penalty: 5717.130859
	Iteration 14Q: 3 clusters Score -1.213829e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93047 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -12139201.000000 Penalty: 5717.130859
	Iteration 15Q: 3 clusters Score -1.21392e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94216 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -12139832.000000 Penalty: 5717.130859
	Iteration 16Q: 3 clusters Score -1.213983e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95107 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -12140331.000000 Penalty: 5717.130859
	Iteration 17Q: 3 clusters Score -1.214033e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95801 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -12140643.000000 Penalty: 5717.130859
	Iteration 18Q: 3 clusters Score -1.214064e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96362 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -12140814.000000 Penalty: 5717.130859
	Iteration 19Q: 3 clusters Score -1.214081e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96824 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -12140991.000000 Penalty: 5717.130859
	Iteration 20F: 3 clusters Score -1.214099e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97224 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -12141138.000000 Penalty: 5717.130859
	Iteration 21Q: 3 clusters Score -1.214114e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97539 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -12141246.000000 Penalty: 5717.130859
	Iteration 22Q: 3 clusters Score -1.214125e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97800 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -12141352.000000 Penalty: 5717.130859
	Iteration 23Q: 3 clusters Score -1.214135e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98021 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -12141391.000000 Penalty: 5717.130859
	Iteration 24Q: 3 clusters Score -1.214139e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98191 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -12141460.000000 Penalty: 5717.130859
	Iteration 25Q: 3 clusters Score -1.214146e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98351 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -12141525.000000 Penalty: 5717.130859
	Iteration 26Q: 3 clusters Score -1.214152e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98477 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -12141541.000000 Penalty: 5717.130859
	Iteration 27Q: 3 clusters Score -1.214154e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98600 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -12141581.000000 Penalty: 5717.130859
	Iteration 28Q: 3 clusters Score -1.214158e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98711 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -12141566.000000 Penalty: 5717.130859
	Iteration 29Q: 3 clusters Score -1.214157e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98801 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -12141602.000000 Penalty: 5717.130859
	Iteration 30Q: 3 clusters Score -1.21416e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98893 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -12141607.000000 Penalty: 5717.130859
	Iteration 31Q: 3 clusters Score -1.214161e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98974 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -12141645.000000 Penalty: 5717.130859
	Iteration 32Q: 3 clusters Score -1.214164e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99046 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -12141656.000000 Penalty: 5717.130859
	Iteration 33Q: 3 clusters Score -1.214166e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99107 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -12141675.000000 Penalty: 5717.130859
	Iteration 34Q: 3 clusters Score -1.214168e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99147 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -12141668.000000 Penalty: 5717.130859
	Iteration 35Q: 3 clusters Score -1.214167e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99177 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -12141671.000000 Penalty: 5717.130859
	Iteration 36Q: 3 clusters Score -1.214167e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99208 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -12141672.000000 Penalty: 5717.130859
	Iteration 37Q: 3 clusters Score -1.214167e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99256 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -12141663.000000 Penalty: 5717.130859
	Iteration 38Q: 3 clusters Score -1.214166e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99289 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -12141682.000000 Penalty: 5717.130859
	Iteration 39Q: 3 clusters Score -1.214168e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99322 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -12141686.000000 Penalty: 5717.130859
	Iteration 40F: 3 clusters Score -1.214169e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99362 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -12141680.000000 Penalty: 5717.130859
	Iteration 41Q: 3 clusters Score -1.214168e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99390 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -12141694.000000 Penalty: 5717.130859
	Iteration 42Q: 3 clusters Score -1.214169e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99415 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -12141700.000000 Penalty: 5717.130859
	Iteration 43Q: 3 clusters Score -1.21417e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99440 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -12141710.000000 Penalty: 5717.130859
	Iteration 44Q: 3 clusters Score -1.214171e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99457 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -12141712.000000 Penalty: 5717.130859
	Iteration 45Q: 3 clusters Score -1.214171e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99475 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -12141708.000000 Penalty: 5717.130859
	Iteration 46Q: 3 clusters Score -1.214171e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99490 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -12141719.000000 Penalty: 5717.130859
	Iteration 47Q: 3 clusters Score -1.214172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99499 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -12141728.000000 Penalty: 5717.130859
	Iteration 48Q: 3 clusters Score -1.214173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99507 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -12141720.000000 Penalty: 5717.130859
	Iteration 49Q: 3 clusters Score -1.214172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99510 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -12141716.000000 Penalty: 5717.130859
	Iteration 50Q: 3 clusters Score -1.214172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99515 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -12141724.000000 Penalty: 5717.130859
	Iteration 51Q: 3 clusters Score -1.214172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99523 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -12141737.000000 Penalty: 5717.130859
	Iteration 52Q: 3 clusters Score -1.214174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99536 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -12141745.000000 Penalty: 5717.130859
	Iteration 53Q: 3 clusters Score -1.214174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99547 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -12141758.000000 Penalty: 5717.130859
	Iteration 54Q: 3 clusters Score -1.214176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99556 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -12141768.000000 Penalty: 5717.130859
	Iteration 55Q: 3 clusters Score -1.214177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99562 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -12141783.000000 Penalty: 5717.130859
	Iteration 56Q: 3 clusters Score -1.214178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99568 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -12141777.000000 Penalty: 5717.130859
	Iteration 57Q: 3 clusters Score -1.214178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99572 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -12141780.000000 Penalty: 5717.130859
	Iteration 58Q: 3 clusters Score -1.214178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99572 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -12141781.000000 Penalty: 5717.130859
	Iteration 59Q: 3 clusters Score -1.214178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99574 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -12141782.000000 Penalty: 5717.130859
	Iteration 60F: 3 clusters Score -1.214178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99576 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -12141784.000000 Penalty: 5717.130859
	Iteration 61Q: 3 clusters Score -1.214178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99578 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -12141781.000000 Penalty: 5717.130859
	Iteration 62Q: 3 clusters Score -1.214178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99578 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -12141781.000000 Penalty: 5717.130859
	Iteration 63F: 3 clusters Score -1.214178e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Entering Unmasked Estep 
Score: -4735394.500000 Penalty: 2622.898193
	Iteration 0F: 2 clusters Score -4735394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -4708705.500000 Penalty: 5245.796387
	Iteration 0F: 3 clusters Score -4708706 nChanged 18012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -4718903.500000 Penalty: 5245.796387
	Iteration 1F: 3 clusters Score -4718904 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -4719879.500000 Penalty: 5245.796387
	Iteration 2Q: 3 clusters Score -4719880 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -4721057.000000 Penalty: 5245.796387
	Iteration 3F: 3 clusters Score -4721057 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -4722319.000000 Penalty: 5245.796387
	Iteration 4F: 3 clusters Score -4722319 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -4723645.000000 Penalty: 5245.796387
	Iteration 5F: 3 clusters Score -4723645 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -4725193.500000 Penalty: 5245.796387
	Iteration 6F: 3 clusters Score -4725194 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -4726907.000000 Penalty: 5245.796387
	Iteration 7F: 3 clusters Score -4726907 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -4728740.000000 Penalty: 5245.796387
	Iteration 8F: 3 clusters Score -4728740 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -4730334.500000 Penalty: 5245.796387
	Iteration 9F: 3 clusters Score -4730334 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -4731428.500000 Penalty: 5245.796387
	Iteration 10Q: 3 clusters Score -4731428 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -4732183.500000 Penalty: 5245.796387
	Iteration 11Q: 3 clusters Score -4732184 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -4732670.000000 Penalty: 5245.796387
	Iteration 12Q: 3 clusters Score -4732670 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -4733010.500000 Penalty: 5245.796387
	Iteration 13Q: 3 clusters Score -4733010 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -4733227.500000 Penalty: 5245.796387
	Iteration 14Q: 3 clusters Score -4733228 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -4733485.000000 Penalty: 5245.796387
	Iteration 15Q: 3 clusters Score -4733485 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -4733670.000000 Penalty: 5245.796387
	Iteration 16Q: 3 clusters Score -4733670 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -4733879.000000 Penalty: 5245.796387
	Iteration 17Q: 3 clusters Score -4733879 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -4734077.000000 Penalty: 5245.796387
	Iteration 18Q: 3 clusters Score -4734077 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -4734201.500000 Penalty: 5245.796387
	Iteration 19Q: 3 clusters Score -4734202 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -4734292.000000 Penalty: 5245.796387
	Iteration 20F: 3 clusters Score -4734292 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -4734404.000000 Penalty: 5245.796387
	Iteration 21Q: 3 clusters Score -4734404 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -4734485.000000 Penalty: 5245.796387
	Iteration 22Q: 3 clusters Score -4734485 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -4734552.000000 Penalty: 5245.796387
	Iteration 23Q: 3 clusters Score -4734552 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -4734603.000000 Penalty: 5245.796387
	Iteration 24Q: 3 clusters Score -4734603 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -4734687.000000 Penalty: 5245.796387
	Iteration 25Q: 3 clusters Score -4734687 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -4734707.500000 Penalty: 5245.796387
	Iteration 26Q: 3 clusters Score -4734708 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -4734732.000000 Penalty: 5245.796387
	Iteration 27Q: 3 clusters Score -4734732 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -4734773.000000 Penalty: 5245.796387
	Iteration 28Q: 3 clusters Score -4734773 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -4734811.000000 Penalty: 5245.796387
	Iteration 29Q: 3 clusters Score -4734811 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -4734859.500000 Penalty: 5245.796387
	Iteration 30Q: 3 clusters Score -4734860 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -4734873.000000 Penalty: 5245.796387
	Iteration 31Q: 3 clusters Score -4734873 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -4734908.500000 Penalty: 5245.796387
	Iteration 32Q: 3 clusters Score -4734908 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -4734912.000000 Penalty: 5245.796387
	Iteration 33Q: 3 clusters Score -4734912 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -4734958.500000 Penalty: 5245.796387
	Iteration 34Q: 3 clusters Score -4734958 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -4734967.000000 Penalty: 5245.796387
	Iteration 35Q: 3 clusters Score -4734967 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -4734995.000000 Penalty: 5245.796387
	Iteration 36Q: 3 clusters Score -4734995 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -4735029.000000 Penalty: 5245.796387
	Iteration 37Q: 3 clusters Score -4735029 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -4735039.000000 Penalty: 5245.796387
	Iteration 38Q: 3 clusters Score -4735039 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -4735050.500000 Penalty: 5245.796387
	Iteration 39Q: 3 clusters Score -4735050 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -4735070.500000 Penalty: 5245.796387
	Iteration 40F: 3 clusters Score -4735070 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -4735087.000000 Penalty: 5245.796387
	Iteration 41Q: 3 clusters Score -4735087 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -4735093.000000 Penalty: 5245.796387
	Iteration 42Q: 3 clusters Score -4735093 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -4735105.000000 Penalty: 5245.796387
	Iteration 43Q: 3 clusters Score -4735105 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -4735105.500000 Penalty: 5245.796387
	Iteration 44Q: 3 clusters Score -4735106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -4735123.500000 Penalty: 5245.796387
	Iteration 45Q: 3 clusters Score -4735124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -4735131.500000 Penalty: 5245.796387
	Iteration 46Q: 3 clusters Score -4735132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -4735135.000000 Penalty: 5245.796387
	Iteration 47Q: 3 clusters Score -4735135 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -4735139.500000 Penalty: 5245.796387
	Iteration 48Q: 3 clusters Score -4735140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -4735134.500000 Penalty: 5245.796387
	Iteration 49Q: 3 clusters Score -4735134 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -4735137.000000 Penalty: 5245.796387
	Iteration 50Q: 3 clusters Score -4735137 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -4735135.500000 Penalty: 5245.796387
	Iteration 51Q: 3 clusters Score -4735136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -4735131.000000 Penalty: 5245.796387
	Iteration 52Q: 3 clusters Score -4735131 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -4735139.000000 Penalty: 5245.796387
	Iteration 53Q: 3 clusters Score -4735139 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -4735139.000000 Penalty: 5245.796387
	Iteration 54Q: 3 clusters Score -4735139 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -4735148.500000 Penalty: 5245.796387
	Iteration 55Q: 3 clusters Score -4735148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -4735147.500000 Penalty: 5245.796387
	Iteration 56Q: 3 clusters Score -4735148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -4735146.000000 Penalty: 5245.796387
	Iteration 57Q: 3 clusters Score -4735146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -4735149.000000 Penalty: 5245.796387
	Iteration 58Q: 3 clusters Score -4735149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -4735161.500000 Penalty: 5245.796387
	Iteration 59Q: 3 clusters Score -4735162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -4735150.000000 Penalty: 5245.796387
	Iteration 60F: 3 clusters Score -4735150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -4735147.000000 Penalty: 5245.796387
	Iteration 61Q: 3 clusters Score -4735147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -4735158.000000 Penalty: 5245.796387
	Iteration 62Q: 3 clusters Score -4735158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -4735160.000000 Penalty: 5245.796387
	Iteration 63Q: 3 clusters Score -4735160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -4735156.000000 Penalty: 5245.796387
	Iteration 64Q: 3 clusters Score -4735156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -4735156.000000 Penalty: 5245.796387
	Iteration 65Q: 3 clusters Score -4735156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -4735159.500000 Penalty: 5245.796387
	Iteration 66Q: 3 clusters Score -4735160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -4735163.000000 Penalty: 5245.796387
	Iteration 67Q: 3 clusters Score -4735163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -4735155.000000 Penalty: 5245.796387
	Iteration 68Q: 3 clusters Score -4735155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -4735156.500000 Penalty: 5245.796387
	Iteration 69Q: 3 clusters Score -4735156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -4735156.500000 Penalty: 5245.796387
	Iteration 70Q: 3 clusters Score -4735156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -4735158.500000 Penalty: 5245.796387
	Iteration 71Q: 3 clusters Score -4735158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -4735164.500000 Penalty: 5245.796387
	Iteration 72Q: 3 clusters Score -4735164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -4735167.000000 Penalty: 5245.796387
	Iteration 73Q: 3 clusters Score -4735167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -4735170.000000 Penalty: 5245.796387
	Iteration 74Q: 3 clusters Score -4735170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -4735169.500000 Penalty: 5245.796387
	Iteration 75Q: 3 clusters Score -4735170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -4735167.500000 Penalty: 5245.796387
	Iteration 76Q: 3 clusters Score -4735168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -4735169.000000 Penalty: 5245.796387
	Iteration 77Q: 3 clusters Score -4735169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -4735167.500000 Penalty: 5245.796387
	Iteration 78Q: 3 clusters Score -4735168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -4735167.500000 Penalty: 5245.796387
	Iteration 79Q: 3 clusters Score -4735168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -4735169.500000 Penalty: 5245.796387
	Iteration 80F: 3 clusters Score -4735170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -4735174.500000 Penalty: 5245.796387
	Iteration 81Q: 3 clusters Score -4735174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -4735175.000000 Penalty: 5245.796387
	Iteration 82Q: 3 clusters Score -4735175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -4735177.500000 Penalty: 5245.796387
	Iteration 83Q: 3 clusters Score -4735178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -4735173.000000 Penalty: 5245.796387
	Iteration 84Q: 3 clusters Score -4735173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -4735173.000000 Penalty: 5245.796387
	Iteration 85F: 3 clusters Score -4735173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Entering Unmasked Estep 
Score: -4197869.500000 Penalty: 2594.118896
	Iteration 0F: 2 clusters Score -4197870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -4174157.750000 Penalty: 5188.237793
	Iteration 0F: 3 clusters Score -4174158 nChanged 15908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -4183134.000000 Penalty: 5188.237793
	Iteration 1F: 3 clusters Score -4183134 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -4184005.250000 Penalty: 5188.237793
	Iteration 2F: 3 clusters Score -4184005 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -4185034.750000 Penalty: 5188.237793
	Iteration 3F: 3 clusters Score -4185035 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -4186230.000000 Penalty: 5188.237793
	Iteration 4F: 3 clusters Score -4186230 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -4187404.000000 Penalty: 5188.237793
	Iteration 5F: 3 clusters Score -4187404 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -4188491.250000 Penalty: 5188.237793
	Iteration 6F: 3 clusters Score -4188491 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -4189498.000000 Penalty: 5188.237793
	Iteration 7Q: 3 clusters Score -4189498 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -4190386.750000 Penalty: 5188.237793
	Iteration 8Q: 3 clusters Score -4190387 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -4191203.500000 Penalty: 5188.237793
	Iteration 9Q: 3 clusters Score -4191204 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -4192037.750000 Penalty: 5188.237793
	Iteration 10Q: 3 clusters Score -4192038 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -4192750.250000 Penalty: 5188.237793
	Iteration 11Q: 3 clusters Score -4192750 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -4193259.500000 Penalty: 5188.237793
	Iteration 12Q: 3 clusters Score -4193260 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -4193640.500000 Penalty: 5188.237793
	Iteration 13Q: 3 clusters Score -4193640 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -4193889.750000 Penalty: 5188.237793
	Iteration 14Q: 3 clusters Score -4193890 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -4194086.250000 Penalty: 5188.237793
	Iteration 15Q: 3 clusters Score -4194086 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -4194234.750000 Penalty: 5188.237793
	Iteration 16Q: 3 clusters Score -4194235 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -4194365.500000 Penalty: 5188.237793
	Iteration 17Q: 3 clusters Score -4194366 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -4194492.500000 Penalty: 5188.237793
	Iteration 18Q: 3 clusters Score -4194492 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -4194586.500000 Penalty: 5188.237793
	Iteration 19Q: 3 clusters Score -4194586 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -4194665.500000 Penalty: 5188.237793
	Iteration 20F: 3 clusters Score -4194666 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -4194764.000000 Penalty: 5188.237793
	Iteration 21Q: 3 clusters Score -4194764 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -4194833.500000 Penalty: 5188.237793
	Iteration 22Q: 3 clusters Score -4194834 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -4194880.500000 Penalty: 5188.237793
	Iteration 23Q: 3 clusters Score -4194880 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -4194960.000000 Penalty: 5188.237793
	Iteration 24Q: 3 clusters Score -4194960 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -4195021.500000 Penalty: 5188.237793
	Iteration 25Q: 3 clusters Score -4195022 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -4195060.500000 Penalty: 5188.237793
	Iteration 26Q: 3 clusters Score -4195060 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -4195115.000000 Penalty: 5188.237793
	Iteration 27Q: 3 clusters Score -4195115 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -4195151.500000 Penalty: 5188.237793
	Iteration 28Q: 3 clusters Score -4195152 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -4195216.000000 Penalty: 5188.237793
	Iteration 29Q: 3 clusters Score -4195216 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -4195266.000000 Penalty: 5188.237793
	Iteration 30Q: 3 clusters Score -4195266 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -4195317.000000 Penalty: 5188.237793
	Iteration 31Q: 3 clusters Score -4195317 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -4195371.000000 Penalty: 5188.237793
	Iteration 32Q: 3 clusters Score -4195371 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -4195399.000000 Penalty: 5188.237793
	Iteration 33Q: 3 clusters Score -4195399 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -4195431.500000 Penalty: 5188.237793
	Iteration 34Q: 3 clusters Score -4195432 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -4195472.000000 Penalty: 5188.237793
	Iteration 35Q: 3 clusters Score -4195472 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -4195520.000000 Penalty: 5188.237793
	Iteration 36Q: 3 clusters Score -4195520 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -4195583.500000 Penalty: 5188.237793
	Iteration 37Q: 3 clusters Score -4195584 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -4195646.000000 Penalty: 5188.237793
	Iteration 38Q: 3 clusters Score -4195646 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -4195719.500000 Penalty: 5188.237793
	Iteration 39Q: 3 clusters Score -4195720 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -4195792.000000 Penalty: 5188.237793
	Iteration 40F: 3 clusters Score -4195792 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4195862.000000 Penalty: 5188.237793
	Iteration 41Q: 3 clusters Score -4195862 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4195942.000000 Penalty: 5188.237793
	Iteration 42Q: 3 clusters Score -4195942 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -4196010.000000 Penalty: 5188.237793
	Iteration 43Q: 3 clusters Score -4196010 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4196128.500000 Penalty: 5188.237793
	Iteration 44Q: 3 clusters Score -4196128 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4196204.000000 Penalty: 5188.237793
	Iteration 45Q: 3 clusters Score -4196204 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4196277.500000 Penalty: 5188.237793
	Iteration 46Q: 3 clusters Score -4196278 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4196331.500000 Penalty: 5188.237793
	Iteration 47Q: 3 clusters Score -4196332 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4196379.500000 Penalty: 5188.237793
	Iteration 48Q: 3 clusters Score -4196380 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4196403.500000 Penalty: 5188.237793
	Iteration 49Q: 3 clusters Score -4196404 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4196426.500000 Penalty: 5188.237793
	Iteration 50Q: 3 clusters Score -4196426 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4196453.500000 Penalty: 5188.237793
	Iteration 51Q: 3 clusters Score -4196454 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4196469.000000 Penalty: 5188.237793
	Iteration 52Q: 3 clusters Score -4196469 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4196492.000000 Penalty: 5188.237793
	Iteration 53Q: 3 clusters Score -4196492 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4196495.500000 Penalty: 5188.237793
	Iteration 54Q: 3 clusters Score -4196496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4196488.500000 Penalty: 5188.237793
	Iteration 55Q: 3 clusters Score -4196488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4196497.500000 Penalty: 5188.237793
	Iteration 56Q: 3 clusters Score -4196498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4196507.000000 Penalty: 5188.237793
	Iteration 57Q: 3 clusters Score -4196507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4196507.500000 Penalty: 5188.237793
	Iteration 58Q: 3 clusters Score -4196508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4196506.000000 Penalty: 5188.237793
	Iteration 59Q: 3 clusters Score -4196506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4196509.000000 Penalty: 5188.237793
	Iteration 60F: 3 clusters Score -4196509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4196508.000000 Penalty: 5188.237793
	Iteration 61Q: 3 clusters Score -4196508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4196518.000000 Penalty: 5188.237793
	Iteration 62Q: 3 clusters Score -4196518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4196518.000000 Penalty: 5188.237793
	Iteration 63Q: 3 clusters Score -4196518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4196516.000000 Penalty: 5188.237793
	Iteration 64Q: 3 clusters Score -4196516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4196511.500000 Penalty: 5188.237793
	Iteration 65Q: 3 clusters Score -4196512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4196516.000000 Penalty: 5188.237793
	Iteration 66Q: 3 clusters Score -4196516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4196511.000000 Penalty: 5188.237793
	Iteration 67Q: 3 clusters Score -4196511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4196512.500000 Penalty: 5188.237793
	Iteration 68Q: 3 clusters Score -4196512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4196514.000000 Penalty: 5188.237793
	Iteration 69Q: 3 clusters Score -4196514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4196514.000000 Penalty: 5188.237793
	Iteration 70F: 3 clusters Score -4196514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Entering Unmasked Estep 
Score: -447041.500000 Penalty: 2051.217285
	Iteration 0F: 2 clusters Score -447041.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -443224.468750 Penalty: 4102.434570
	Iteration 0F: 3 clusters Score -443224.5 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -444015.406250 Penalty: 4102.434570
	Iteration 1F: 3 clusters Score -444015.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -444210.375000 Penalty: 4102.434570
	Iteration 2F: 3 clusters Score -444210.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -444337.500000 Penalty: 4102.434570
	Iteration 3F: 3 clusters Score -444337.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -444442.406250 Penalty: 4102.434570
	Iteration 4Q: 3 clusters Score -444442.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -444523.812500 Penalty: 4102.434570
	Iteration 5Q: 3 clusters Score -444523.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -444599.875000 Penalty: 4102.434570
	Iteration 6Q: 3 clusters Score -444599.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -444654.781250 Penalty: 4102.434570
	Iteration 7Q: 3 clusters Score -444654.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -444704.125000 Penalty: 4102.434570
	Iteration 8Q: 3 clusters Score -444704.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -444743.687500 Penalty: 4102.434570
	Iteration 9Q: 3 clusters Score -444743.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -444781.000000 Penalty: 4102.434570
	Iteration 10Q: 3 clusters Score -444781 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -444812.500000 Penalty: 4102.434570
	Iteration 11Q: 3 clusters Score -444812.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -444854.031250 Penalty: 4102.434570
	Iteration 12Q: 3 clusters Score -444854 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -444895.625000 Penalty: 4102.434570
	Iteration 13Q: 3 clusters Score -444895.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -444921.375000 Penalty: 4102.434570
	Iteration 14Q: 3 clusters Score -444921.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -444940.968750 Penalty: 4102.434570
	Iteration 15Q: 3 clusters Score -444941 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -444958.593750 Penalty: 4102.434570
	Iteration 16Q: 3 clusters Score -444958.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -444977.687500 Penalty: 4102.434570
	Iteration 17Q: 3 clusters Score -444977.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -444997.468750 Penalty: 4102.434570
	Iteration 18Q: 3 clusters Score -444997.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -445014.625000 Penalty: 4102.434570
	Iteration 19Q: 3 clusters Score -445014.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -445024.062500 Penalty: 4102.434570
	Iteration 20F: 3 clusters Score -445024.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -445040.281250 Penalty: 4102.434570
	Iteration 21Q: 3 clusters Score -445040.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -445054.093750 Penalty: 4102.434570
	Iteration 22Q: 3 clusters Score -445054.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -445063.406250 Penalty: 4102.434570
	Iteration 23Q: 3 clusters Score -445063.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -445071.718750 Penalty: 4102.434570
	Iteration 24Q: 3 clusters Score -445071.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -445080.812500 Penalty: 4102.434570
	Iteration 25Q: 3 clusters Score -445080.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -445095.093750 Penalty: 4102.434570
	Iteration 26Q: 3 clusters Score -445095.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -445104.718750 Penalty: 4102.434570
	Iteration 27Q: 3 clusters Score -445104.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -445113.562500 Penalty: 4102.434570
	Iteration 28Q: 3 clusters Score -445113.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -445120.625000 Penalty: 4102.434570
	Iteration 29Q: 3 clusters Score -445120.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -445128.625000 Penalty: 4102.434570
	Iteration 30Q: 3 clusters Score -445128.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -445137.000000 Penalty: 4102.434570
	Iteration 31Q: 3 clusters Score -445137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -445146.156250 Penalty: 4102.434570
	Iteration 32Q: 3 clusters Score -445146.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -445154.281250 Penalty: 4102.434570
	Iteration 33Q: 3 clusters Score -445154.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -445161.156250 Penalty: 4102.434570
	Iteration 34Q: 3 clusters Score -445161.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -445166.156250 Penalty: 4102.434570
	Iteration 35Q: 3 clusters Score -445166.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -445170.250000 Penalty: 4102.434570
	Iteration 36Q: 3 clusters Score -445170.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -445176.218750 Penalty: 4102.434570
	Iteration 37Q: 3 clusters Score -445176.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -445181.750000 Penalty: 4102.434570
	Iteration 38Q: 3 clusters Score -445181.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -445187.468750 Penalty: 4102.434570
	Iteration 39Q: 3 clusters Score -445187.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -445193.031250 Penalty: 4102.434570
	Iteration 40F: 3 clusters Score -445193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -445199.562500 Penalty: 4102.434570
	Iteration 41Q: 3 clusters Score -445199.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -445203.718750 Penalty: 4102.434570
	Iteration 42Q: 3 clusters Score -445203.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -445209.375000 Penalty: 4102.434570
	Iteration 43Q: 3 clusters Score -445209.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -445214.437500 Penalty: 4102.434570
	Iteration 44Q: 3 clusters Score -445214.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -445219.312500 Penalty: 4102.434570
	Iteration 45Q: 3 clusters Score -445219.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -445222.250000 Penalty: 4102.434570
	Iteration 46Q: 3 clusters Score -445222.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -445225.968750 Penalty: 4102.434570
	Iteration 47Q: 3 clusters Score -445226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -445227.656250 Penalty: 4102.434570
	Iteration 48Q: 3 clusters Score -445227.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -445230.437500 Penalty: 4102.434570
	Iteration 49Q: 3 clusters Score -445230.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -445233.937500 Penalty: 4102.434570
	Iteration 50Q: 3 clusters Score -445233.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -445234.250000 Penalty: 4102.434570
	Iteration 51Q: 3 clusters Score -445234.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -445237.687500 Penalty: 4102.434570
	Iteration 52Q: 3 clusters Score -445237.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -445239.093750 Penalty: 4102.434570
	Iteration 53Q: 3 clusters Score -445239.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -445240.593750 Penalty: 4102.434570
	Iteration 54Q: 3 clusters Score -445240.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -445242.187500 Penalty: 4102.434570
	Iteration 55Q: 3 clusters Score -445242.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -445243.500000 Penalty: 4102.434570
	Iteration 56Q: 3 clusters Score -445243.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -445244.187500 Penalty: 4102.434570
	Iteration 57Q: 3 clusters Score -445244.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -445243.968750 Penalty: 4102.434570
	Iteration 58Q: 3 clusters Score -445244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -445243.968750 Penalty: 4102.434570
	Iteration 59F: 3 clusters Score -445244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (154367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154367 members 
Entering Unmasked Estep 
Score: -18370280.000000 Penalty: 2962.877930
	Iteration 0F: 2 clusters Score -1.837028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77175 members 
Mstep: Class 2 contains 77192 members 
Entering Unmasked Estep 
Score: -18270120.000000 Penalty: 5925.755859
	Iteration 0F: 3 clusters Score -1.827012e+07 nChanged 73811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77096 members 
Mstep: Class 2 contains 77271 members 
Entering Unmasked Estep 
Score: -18312770.000000 Penalty: 5925.755859
	Iteration 1F: 3 clusters Score -1.831277e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77678 members 
Mstep: Class 2 contains 76689 members 
Entering Unmasked Estep 
Score: -18313708.000000 Penalty: 5925.755859
	Iteration 2Q: 3 clusters Score -1.831371e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78630 members 
Mstep: Class 2 contains 75737 members 
Entering Unmasked Estep 
Score: -18314952.000000 Penalty: 5925.755859
	Iteration 3Q: 3 clusters Score -1.831495e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80143 members 
Mstep: Class 2 contains 74224 members 
Entering Unmasked Estep 
Score: -18316864.000000 Penalty: 5925.755859
	Iteration 4Q: 3 clusters Score -1.831686e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82313 members 
Mstep: Class 2 contains 72054 members 
Entering Unmasked Estep 
Score: -18319752.000000 Penalty: 5925.755859
	Iteration 5Q: 3 clusters Score -1.831975e+07 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85342 members 
Mstep: Class 2 contains 69025 members 
Entering Unmasked Estep 
Score: -18323928.000000 Penalty: 5925.755859
	Iteration 6F: 3 clusters Score -1.832393e+07 nChanged 9525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89409 members 
Mstep: Class 2 contains 64958 members 
Entering Unmasked Estep 
Score: -18329432.000000 Penalty: 5925.755859
	Iteration 7F: 3 clusters Score -1.832943e+07 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94368 members 
Mstep: Class 2 contains 59999 members 
Entering Unmasked Estep 
Score: -18336324.000000 Penalty: 5925.755859
	Iteration 8F: 3 clusters Score -1.833632e+07 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99627 members 
Mstep: Class 2 contains 54740 members 
Entering Unmasked Estep 
Score: -18343578.000000 Penalty: 5925.755859
	Iteration 9F: 3 clusters Score -1.834358e+07 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104728 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -18350176.000000 Penalty: 5925.755859
	Iteration 10F: 3 clusters Score -1.835018e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109113 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -18354576.000000 Penalty: 5925.755859
	Iteration 11Q: 3 clusters Score -1.835458e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112886 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -18357044.000000 Penalty: 5925.755859
	Iteration 12Q: 3 clusters Score -1.835704e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116447 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -18358584.000000 Penalty: 5925.755859
	Iteration 13Q: 3 clusters Score -1.835858e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119917 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -18359846.000000 Penalty: 5925.755859
	Iteration 14Q: 3 clusters Score -1.835985e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123379 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -18361110.000000 Penalty: 5925.755859
	Iteration 15Q: 3 clusters Score -1.836111e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126607 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -18362080.000000 Penalty: 5925.755859
	Iteration 16Q: 3 clusters Score -1.836208e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129703 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -18363082.000000 Penalty: 5925.755859
	Iteration 17Q: 3 clusters Score -1.836308e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132706 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -18364098.000000 Penalty: 5925.755859
	Iteration 18Q: 3 clusters Score -1.83641e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135519 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -18364970.000000 Penalty: 5925.755859
	Iteration 19Q: 3 clusters Score -1.836497e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137995 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -18365848.000000 Penalty: 5925.755859
	Iteration 20F: 3 clusters Score -1.836585e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140248 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -18366684.000000 Penalty: 5925.755859
	Iteration 21Q: 3 clusters Score -1.836668e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142217 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -18367402.000000 Penalty: 5925.755859
	Iteration 22Q: 3 clusters Score -1.83674e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143834 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -18367854.000000 Penalty: 5925.755859
	Iteration 23Q: 3 clusters Score -1.836785e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145207 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -18368270.000000 Penalty: 5925.755859
	Iteration 24Q: 3 clusters Score -1.836827e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146441 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -18368632.000000 Penalty: 5925.755859
	Iteration 25Q: 3 clusters Score -1.836863e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147443 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -18368848.000000 Penalty: 5925.755859
	Iteration 26Q: 3 clusters Score -1.836885e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148255 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -18369082.000000 Penalty: 5925.755859
	Iteration 27Q: 3 clusters Score -1.836908e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148922 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -18369172.000000 Penalty: 5925.755859
	Iteration 28Q: 3 clusters Score -1.836917e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149528 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -18369234.000000 Penalty: 5925.755859
	Iteration 29Q: 3 clusters Score -1.836923e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149990 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -18369218.000000 Penalty: 5925.755859
	Iteration 30Q: 3 clusters Score -1.836922e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150384 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -18369284.000000 Penalty: 5925.755859
	Iteration 31Q: 3 clusters Score -1.836928e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150717 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -18369302.000000 Penalty: 5925.755859
	Iteration 32Q: 3 clusters Score -1.83693e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150966 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -18369344.000000 Penalty: 5925.755859
	Iteration 33Q: 3 clusters Score -1.836934e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151180 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -18369360.000000 Penalty: 5925.755859
	Iteration 34Q: 3 clusters Score -1.836936e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151345 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -18369356.000000 Penalty: 5925.755859
	Iteration 35Q: 3 clusters Score -1.836936e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151474 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -18369370.000000 Penalty: 5925.755859
	Iteration 36Q: 3 clusters Score -1.836937e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151572 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -18369354.000000 Penalty: 5925.755859
	Iteration 37Q: 3 clusters Score -1.836935e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151657 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -18369384.000000 Penalty: 5925.755859
	Iteration 38Q: 3 clusters Score -1.836938e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151725 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -18369386.000000 Penalty: 5925.755859
	Iteration 39Q: 3 clusters Score -1.836939e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151792 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -18369420.000000 Penalty: 5925.755859
	Iteration 40F: 3 clusters Score -1.836942e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151841 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -18369396.000000 Penalty: 5925.755859
	Iteration 41Q: 3 clusters Score -1.83694e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151879 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -18369394.000000 Penalty: 5925.755859
	Iteration 42Q: 3 clusters Score -1.836939e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151911 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -18369388.000000 Penalty: 5925.755859
	Iteration 43Q: 3 clusters Score -1.836939e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151951 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -18369398.000000 Penalty: 5925.755859
	Iteration 44Q: 3 clusters Score -1.83694e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151984 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -18369354.000000 Penalty: 5925.755859
	Iteration 45Q: 3 clusters Score -1.836935e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152014 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -18369322.000000 Penalty: 5925.755859
	Iteration 46Q: 3 clusters Score -1.836932e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152044 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -18369304.000000 Penalty: 5925.755859
	Iteration 47Q: 3 clusters Score -1.83693e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152062 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -18369306.000000 Penalty: 5925.755859
	Iteration 48Q: 3 clusters Score -1.836931e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152075 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -18369300.000000 Penalty: 5925.755859
	Iteration 49Q: 3 clusters Score -1.83693e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152085 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -18369312.000000 Penalty: 5925.755859
	Iteration 50Q: 3 clusters Score -1.836931e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152094 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -18369312.000000 Penalty: 5925.755859
	Iteration 51Q: 3 clusters Score -1.836931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152103 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -18369308.000000 Penalty: 5925.755859
	Iteration 52Q: 3 clusters Score -1.836931e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152114 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -18369300.000000 Penalty: 5925.755859
	Iteration 53Q: 3 clusters Score -1.83693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152120 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -18369312.000000 Penalty: 5925.755859
	Iteration 54Q: 3 clusters Score -1.836931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152126 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -18369308.000000 Penalty: 5925.755859
	Iteration 55Q: 3 clusters Score -1.836931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152131 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -18369298.000000 Penalty: 5925.755859
	Iteration 56Q: 3 clusters Score -1.83693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152136 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -18369288.000000 Penalty: 5925.755859
	Iteration 57Q: 3 clusters Score -1.836929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152142 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -18369290.000000 Penalty: 5925.755859
	Iteration 58Q: 3 clusters Score -1.836929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152147 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -18369282.000000 Penalty: 5925.755859
	Iteration 59Q: 3 clusters Score -1.836928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152153 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -18369282.000000 Penalty: 5925.755859
	Iteration 60F: 3 clusters Score -1.836928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152159 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -18369294.000000 Penalty: 5925.755859
	Iteration 61Q: 3 clusters Score -1.836929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152168 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -18369296.000000 Penalty: 5925.755859
	Iteration 62Q: 3 clusters Score -1.83693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152173 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -18369286.000000 Penalty: 5925.755859
	Iteration 63Q: 3 clusters Score -1.836929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152179 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -18369288.000000 Penalty: 5925.755859
	Iteration 64Q: 3 clusters Score -1.836929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152186 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -18369284.000000 Penalty: 5925.755859
	Iteration 65Q: 3 clusters Score -1.836928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152189 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -18369290.000000 Penalty: 5925.755859
	Iteration 66Q: 3 clusters Score -1.836929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152194 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -18369294.000000 Penalty: 5925.755859
	Iteration 67Q: 3 clusters Score -1.836929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152198 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -18369290.000000 Penalty: 5925.755859
	Iteration 68Q: 3 clusters Score -1.836929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152206 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -18369290.000000 Penalty: 5925.755859
	Iteration 69Q: 3 clusters Score -1.836929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152213 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -18369290.000000 Penalty: 5925.755859
	Iteration 70Q: 3 clusters Score -1.836929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152220 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -18369284.000000 Penalty: 5925.755859
	Iteration 71Q: 3 clusters Score -1.836928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152223 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -18369296.000000 Penalty: 5925.755859
	Iteration 72Q: 3 clusters Score -1.83693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152226 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -18369286.000000 Penalty: 5925.755859
	Iteration 73Q: 3 clusters Score -1.836929e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152234 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -18369294.000000 Penalty: 5925.755859
	Iteration 74Q: 3 clusters Score -1.836929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152241 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -18369268.000000 Penalty: 5925.755859
	Iteration 75Q: 3 clusters Score -1.836927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152244 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -18369274.000000 Penalty: 5925.755859
	Iteration 76Q: 3 clusters Score -1.836927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152248 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -18369272.000000 Penalty: 5925.755859
	Iteration 77Q: 3 clusters Score -1.836927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152254 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -18369268.000000 Penalty: 5925.755859
	Iteration 78Q: 3 clusters Score -1.836927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152261 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -18369266.000000 Penalty: 5925.755859
	Iteration 79Q: 3 clusters Score -1.836927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152268 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -18369274.000000 Penalty: 5925.755859
	Iteration 80F: 3 clusters Score -1.836927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152276 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -18369274.000000 Penalty: 5925.755859
	Iteration 81Q: 3 clusters Score -1.836927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152282 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -18369280.000000 Penalty: 5925.755859
	Iteration 82Q: 3 clusters Score -1.836928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152284 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -18369288.000000 Penalty: 5925.755859
	Iteration 83Q: 3 clusters Score -1.836929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152285 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -18369278.000000 Penalty: 5925.755859
	Iteration 84Q: 3 clusters Score -1.836928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152285 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -18369278.000000 Penalty: 5925.755859
	Iteration 85F: 3 clusters Score -1.836928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Entering Unmasked Estep 
Score: -1374041.500000 Penalty: 2317.549561
	Iteration 0F: 2 clusters Score -1374042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1365497.750000 Penalty: 4635.099121
	Iteration 0F: 3 clusters Score -1365498 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1367990.750000 Penalty: 4635.099121
	Iteration 1F: 3 clusters Score -1367991 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1368273.250000 Penalty: 4635.099121
	Iteration 2F: 3 clusters Score -1368273 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1368469.875000 Penalty: 4635.099121
	Iteration 3Q: 3 clusters Score -1368470 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1368643.125000 Penalty: 4635.099121
	Iteration 4Q: 3 clusters Score -1368643 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1368795.500000 Penalty: 4635.099121
	Iteration 5Q: 3 clusters Score -1368796 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1368945.250000 Penalty: 4635.099121
	Iteration 6Q: 3 clusters Score -1368945 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1369107.375000 Penalty: 4635.099121
	Iteration 7Q: 3 clusters Score -1369107 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1369283.750000 Penalty: 4635.099121
	Iteration 8Q: 3 clusters Score -1369284 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1369505.250000 Penalty: 4635.099121
	Iteration 9Q: 3 clusters Score -1369505 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1369742.625000 Penalty: 4635.099121
	Iteration 10Q: 3 clusters Score -1369743 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1370036.000000 Penalty: 4635.099121
	Iteration 11Q: 3 clusters Score -1370036 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1370377.250000 Penalty: 4635.099121
	Iteration 12Q: 3 clusters Score -1370377 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1370718.625000 Penalty: 4635.099121
	Iteration 13Q: 3 clusters Score -1370719 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1371104.000000 Penalty: 4635.099121
	Iteration 14Q: 3 clusters Score -1371104 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1371474.250000 Penalty: 4635.099121
	Iteration 15Q: 3 clusters Score -1371474 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1371749.250000 Penalty: 4635.099121
	Iteration 16Q: 3 clusters Score -1371749 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1371910.750000 Penalty: 4635.099121
	Iteration 17Q: 3 clusters Score -1371911 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1371977.500000 Penalty: 4635.099121
	Iteration 18Q: 3 clusters Score -1371978 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1372022.750000 Penalty: 4635.099121
	Iteration 19Q: 3 clusters Score -1372023 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1372063.875000 Penalty: 4635.099121
	Iteration 20F: 3 clusters Score -1372064 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1372098.375000 Penalty: 4635.099121
	Iteration 21Q: 3 clusters Score -1372098 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1372130.125000 Penalty: 4635.099121
	Iteration 22Q: 3 clusters Score -1372130 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1372154.375000 Penalty: 4635.099121
	Iteration 23Q: 3 clusters Score -1372154 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1372174.000000 Penalty: 4635.099121
	Iteration 24Q: 3 clusters Score -1372174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1372192.125000 Penalty: 4635.099121
	Iteration 25Q: 3 clusters Score -1372192 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1372210.125000 Penalty: 4635.099121
	Iteration 26Q: 3 clusters Score -1372210 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1372219.625000 Penalty: 4635.099121
	Iteration 27Q: 3 clusters Score -1372220 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1372226.875000 Penalty: 4635.099121
	Iteration 28Q: 3 clusters Score -1372227 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1372244.000000 Penalty: 4635.099121
	Iteration 29Q: 3 clusters Score -1372244 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1372251.625000 Penalty: 4635.099121
	Iteration 30Q: 3 clusters Score -1372252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1372267.875000 Penalty: 4635.099121
	Iteration 31Q: 3 clusters Score -1372268 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1372280.250000 Penalty: 4635.099121
	Iteration 32Q: 3 clusters Score -1372280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1372292.750000 Penalty: 4635.099121
	Iteration 33Q: 3 clusters Score -1372293 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1372306.000000 Penalty: 4635.099121
	Iteration 34Q: 3 clusters Score -1372306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1372315.500000 Penalty: 4635.099121
	Iteration 35Q: 3 clusters Score -1372316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1372326.625000 Penalty: 4635.099121
	Iteration 36Q: 3 clusters Score -1372327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1372337.625000 Penalty: 4635.099121
	Iteration 37Q: 3 clusters Score -1372338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1372344.000000 Penalty: 4635.099121
	Iteration 38Q: 3 clusters Score -1372344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1372351.875000 Penalty: 4635.099121
	Iteration 39Q: 3 clusters Score -1372352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1372357.875000 Penalty: 4635.099121
	Iteration 40F: 3 clusters Score -1372358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1372370.375000 Penalty: 4635.099121
	Iteration 41Q: 3 clusters Score -1372370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1372378.750000 Penalty: 4635.099121
	Iteration 42Q: 3 clusters Score -1372379 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1372388.500000 Penalty: 4635.099121
	Iteration 43Q: 3 clusters Score -1372388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1372396.875000 Penalty: 4635.099121
	Iteration 44Q: 3 clusters Score -1372397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1372401.000000 Penalty: 4635.099121
	Iteration 45Q: 3 clusters Score -1372401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1372399.375000 Penalty: 4635.099121
	Iteration 46Q: 3 clusters Score -1372399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1372403.250000 Penalty: 4635.099121
	Iteration 47Q: 3 clusters Score -1372403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1372407.000000 Penalty: 4635.099121
	Iteration 48Q: 3 clusters Score -1372407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1372408.875000 Penalty: 4635.099121
	Iteration 49Q: 3 clusters Score -1372409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1372412.250000 Penalty: 4635.099121
	Iteration 50Q: 3 clusters Score -1372412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1372414.625000 Penalty: 4635.099121
	Iteration 51Q: 3 clusters Score -1372415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1372417.125000 Penalty: 4635.099121
	Iteration 52Q: 3 clusters Score -1372417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1372417.125000 Penalty: 4635.099121
	Iteration 53Q: 3 clusters Score -1372417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1372417.125000 Penalty: 4635.099121
	Iteration 54F: 3 clusters Score -1372417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Entering Unmasked Estep 
Score: -269839.093750 Penalty: 1913.018555
	Iteration 0F: 2 clusters Score -269839.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -267046.281250 Penalty: 3826.037109
	Iteration 0F: 3 clusters Score -267046.3 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -267529.281250 Penalty: 3826.037109
	Iteration 1F: 3 clusters Score -267529.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -267669.656250 Penalty: 3826.037109
	Iteration 2F: 3 clusters Score -267669.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -267758.843750 Penalty: 3826.037109
	Iteration 3Q: 3 clusters Score -267758.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -267829.218750 Penalty: 3826.037109
	Iteration 4Q: 3 clusters Score -267829.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -267871.625000 Penalty: 3826.037109
	Iteration 5Q: 3 clusters Score -267871.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -267900.093750 Penalty: 3826.037109
	Iteration 6Q: 3 clusters Score -267900.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -267916.031250 Penalty: 3826.037109
	Iteration 7Q: 3 clusters Score -267916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -267927.531250 Penalty: 3826.037109
	Iteration 8Q: 3 clusters Score -267927.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -267940.500000 Penalty: 3826.037109
	Iteration 9Q: 3 clusters Score -267940.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -267950.875000 Penalty: 3826.037109
	Iteration 10Q: 3 clusters Score -267950.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -267966.500000 Penalty: 3826.037109
	Iteration 11Q: 3 clusters Score -267966.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -267982.281250 Penalty: 3826.037109
	Iteration 12Q: 3 clusters Score -267982.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -267990.750000 Penalty: 3826.037109
	Iteration 13Q: 3 clusters Score -267990.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -267994.656250 Penalty: 3826.037109
	Iteration 14Q: 3 clusters Score -267994.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -268000.000000 Penalty: 3826.037109
	Iteration 15Q: 3 clusters Score -268000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -268001.531250 Penalty: 3826.037109
	Iteration 16Q: 3 clusters Score -268001.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -268004.343750 Penalty: 3826.037109
	Iteration 17Q: 3 clusters Score -268004.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -268008.281250 Penalty: 3826.037109
	Iteration 18Q: 3 clusters Score -268008.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -268012.312500 Penalty: 3826.037109
	Iteration 19Q: 3 clusters Score -268012.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -268015.406250 Penalty: 3826.037109
	Iteration 20F: 3 clusters Score -268015.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -268017.406250 Penalty: 3826.037109
	Iteration 21Q: 3 clusters Score -268017.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -268020.156250 Penalty: 3826.037109
	Iteration 22Q: 3 clusters Score -268020.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -268024.468750 Penalty: 3826.037109
	Iteration 23Q: 3 clusters Score -268024.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -268028.218750 Penalty: 3826.037109
	Iteration 24Q: 3 clusters Score -268028.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -268033.375000 Penalty: 3826.037109
	Iteration 25Q: 3 clusters Score -268033.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -268036.531250 Penalty: 3826.037109
	Iteration 26Q: 3 clusters Score -268036.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -268038.968750 Penalty: 3826.037109
	Iteration 27Q: 3 clusters Score -268039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -268040.687500 Penalty: 3826.037109
	Iteration 28Q: 3 clusters Score -268040.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -268042.125000 Penalty: 3826.037109
	Iteration 29Q: 3 clusters Score -268042.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -268042.125000 Penalty: 3826.037109
	Iteration 30F: 3 clusters Score -268042.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 5956 members 
Mstep: Class 4 contains 44440 members 
Mstep: Class 5 contains 19043 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6153 members 
Mstep: Class 8 contains 12292 members 
Mstep: Class 9 contains 225402 members 
Mstep: Class 10 contains 17900 members 
Mstep: Class 11 contains 101364 members 
Mstep: Class 12 contains 39191 members 
Mstep: Class 13 contains 34897 members 
Mstep: Class 16 contains 3909 members 
Mstep: Class 17 contains 154367 members 
Mstep: Class 18 contains 11441 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 239Q: 18 clusters Score -8.004755e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2098 members 
Mstep: Class 3 contains 5967 members 
Mstep: Class 4 contains 44422 members 
Mstep: Class 5 contains 19045 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6156 members 
Mstep: Class 8 contains 12496 members 
Mstep: Class 9 contains 225408 members 
Mstep: Class 10 contains 17927 members 
Mstep: Class 11 contains 101472 members 
Mstep: Class 12 contains 39207 members 
Mstep: Class 13 contains 34891 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 154004 members 
Mstep: Class 18 contains 11455 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 240F: 18 clusters Score -8.004758e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 5974 members 
Mstep: Class 4 contains 44415 members 
Mstep: Class 5 contains 19045 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6158 members 
Mstep: Class 8 contains 12730 members 
Mstep: Class 9 contains 225419 members 
Mstep: Class 10 contains 17949 members 
Mstep: Class 11 contains 101556 members 
Mstep: Class 12 contains 39213 members 
Mstep: Class 13 contains 34885 members 
Mstep: Class 16 contains 3900 members 
Mstep: Class 17 contains 153646 members 
Mstep: Class 18 contains 11463 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 241Q: 18 clusters Score -8.004769e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 5975 members 
Mstep: Class 4 contains 44400 members 
Mstep: Class 5 contains 19044 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6157 members 
Mstep: Class 8 contains 12955 members 
Mstep: Class 9 contains 225417 members 
Mstep: Class 10 contains 17965 members 
Mstep: Class 11 contains 101669 members 
Mstep: Class 12 contains 39217 members 
Mstep: Class 13 contains 34883 members 
Mstep: Class 16 contains 3896 members 
Mstep: Class 17 contains 153309 members 
Mstep: Class 18 contains 11469 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 242Q: 18 clusters Score -8.004773e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 5978 members 
Mstep: Class 4 contains 44385 members 
Mstep: Class 5 contains 19045 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6153 members 
Mstep: Class 8 contains 13164 members 
Mstep: Class 9 contains 225394 members 
Mstep: Class 10 contains 17978 members 
Mstep: Class 11 contains 101780 members 
Mstep: Class 12 contains 39209 members 
Mstep: Class 13 contains 34882 members 
Mstep: Class 16 contains 3891 members 
Mstep: Class 17 contains 153031 members 
Mstep: Class 18 contains 11469 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 243Q: 18 clusters Score -8.00479e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2093 members 
Mstep: Class 3 contains 5981 members 
Mstep: Class 4 contains 44374 members 
Mstep: Class 5 contains 19045 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6153 members 
Mstep: Class 8 contains 13361 members 
Mstep: Class 9 contains 225350 members 
Mstep: Class 10 contains 17994 members 
Mstep: Class 11 contains 101883 members 
Mstep: Class 12 contains 39207 members 
Mstep: Class 13 contains 34876 members 
Mstep: Class 16 contains 3887 members 
Mstep: Class 17 contains 152773 members 
Mstep: Class 18 contains 11477 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 244Q: 18 clusters Score -8.00481e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 5979 members 
Mstep: Class 4 contains 44364 members 
Mstep: Class 5 contains 19044 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6157 members 
Mstep: Class 8 contains 13538 members 
Mstep: Class 9 contains 225294 members 
Mstep: Class 10 contains 18007 members 
Mstep: Class 11 contains 101960 members 
Mstep: Class 12 contains 39202 members 
Mstep: Class 13 contains 34873 members 
Mstep: Class 16 contains 3882 members 
Mstep: Class 17 contains 152576 members 
Mstep: Class 18 contains 11485 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 245Q: 18 clusters Score -8.004808e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 5978 members 
Mstep: Class 4 contains 44353 members 
Mstep: Class 5 contains 19045 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6154 members 
Mstep: Class 8 contains 13705 members 
Mstep: Class 9 contains 225251 members 
Mstep: Class 10 contains 18021 members 
Mstep: Class 11 contains 101991 members 
Mstep: Class 12 contains 39193 members 
Mstep: Class 13 contains 34869 members 
Mstep: Class 16 contains 3876 members 
Mstep: Class 17 contains 152429 members 
Mstep: Class 18 contains 11496 members 
Mstep: Class 19 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048232.000000 Penalty: 56640.539062
Iteration 246Q: 18 clusters Score -8.004823e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 5984 members 
Mstep: Class 4 contains 44334 members 
Mstep: Class 5 contains 19046 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6151 members 
Mstep: Class 8 contains 13845 members 
Mstep: Class 9 contains 225241 members 
Mstep: Class 10 contains 18032 members 
Mstep: Class 11 contains 102017 members 
Mstep: Class 12 contains 39182 members 
Mstep: Class 13 contains 34861 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 152291 members 
Mstep: Class 18 contains 11504 members 
Mstep: Class 19 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048224.000000 Penalty: 56640.539062
Iteration 247Q: 18 clusters Score -8.004822e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 5980 members 
Mstep: Class 4 contains 44321 members 
Mstep: Class 5 contains 19046 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6151 members 
Mstep: Class 8 contains 13978 members 
Mstep: Class 9 contains 225216 members 
Mstep: Class 10 contains 18042 members 
Mstep: Class 11 contains 102026 members 
Mstep: Class 12 contains 39186 members 
Mstep: Class 13 contains 34857 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 152179 members 
Mstep: Class 18 contains 11509 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048344.000000 Penalty: 56640.539062
Iteration 248Q: 18 clusters Score -8.004834e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 5982 members 
Mstep: Class 4 contains 44308 members 
Mstep: Class 5 contains 19046 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6151 members 
Mstep: Class 8 contains 14108 members 
Mstep: Class 9 contains 225193 members 
Mstep: Class 10 contains 18050 members 
Mstep: Class 11 contains 102051 members 
Mstep: Class 12 contains 39191 members 
Mstep: Class 13 contains 34852 members 
Mstep: Class 16 contains 3866 members 
Mstep: Class 17 contains 152047 members 
Mstep: Class 18 contains 11515 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048464.000000 Penalty: 56640.539062
Iteration 249Q: 18 clusters Score -8.004846e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2093 members 
Mstep: Class 3 contains 5983 members 
Mstep: Class 4 contains 44289 members 
Mstep: Class 5 contains 19047 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6149 members 
Mstep: Class 8 contains 14236 members 
Mstep: Class 9 contains 225162 members 
Mstep: Class 10 contains 18055 members 
Mstep: Class 11 contains 102093 members 
Mstep: Class 12 contains 39187 members 
Mstep: Class 13 contains 34848 members 
Mstep: Class 16 contains 3865 members 
Mstep: Class 17 contains 151924 members 
Mstep: Class 18 contains 11523 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048672.000000 Penalty: 56640.539062
Iteration 250Q: 18 clusters Score -8.004867e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2093 members 
Mstep: Class 3 contains 5983 members 
Mstep: Class 4 contains 44273 members 
Mstep: Class 5 contains 19048 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6147 members 
Mstep: Class 8 contains 14364 members 
Mstep: Class 9 contains 225107 members 
Mstep: Class 10 contains 18061 members 
Mstep: Class 11 contains 102145 members 
Mstep: Class 12 contains 39177 members 
Mstep: Class 13 contains 34844 members 
Mstep: Class 16 contains 3863 members 
Mstep: Class 17 contains 151817 members 
Mstep: Class 18 contains 11534 members 
Mstep: Class 19 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048760.000000 Penalty: 56640.539062
Iteration 251Q: 18 clusters Score -8.004876e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2093 members 
Mstep: Class 3 contains 5985 members 
Mstep: Class 4 contains 44255 members 
Mstep: Class 5 contains 19046 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 14478 members 
Mstep: Class 9 contains 225053 members 
Mstep: Class 10 contains 18072 members 
Mstep: Class 11 contains 102184 members 
Mstep: Class 12 contains 39177 members 
Mstep: Class 13 contains 34839 members 
Mstep: Class 16 contains 3860 members 
Mstep: Class 17 contains 151730 members 
Mstep: Class 18 contains 11539 members 
Mstep: Class 19 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048672.000000 Penalty: 56640.539062
Iteration 252Q: 18 clusters Score -8.004867e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 5987 members 
Mstep: Class 4 contains 44235 members 
Mstep: Class 5 contains 19044 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6145 members 
Mstep: Class 8 contains 14578 members 
Mstep: Class 9 contains 225022 members 
Mstep: Class 10 contains 18080 members 
Mstep: Class 11 contains 102215 members 
Mstep: Class 12 contains 39185 members 
Mstep: Class 13 contains 34836 members 
Mstep: Class 16 contains 3857 members 
Mstep: Class 17 contains 151640 members 
Mstep: Class 18 contains 11539 members 
Mstep: Class 19 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048624.000000 Penalty: 56640.539062
Iteration 253Q: 18 clusters Score -8.004862e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 5989 members 
Mstep: Class 4 contains 44229 members 
Mstep: Class 5 contains 19043 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6147 members 
Mstep: Class 8 contains 14658 members 
Mstep: Class 9 contains 224993 members 
Mstep: Class 10 contains 18083 members 
Mstep: Class 11 contains 102240 members 
Mstep: Class 12 contains 39185 members 
Mstep: Class 13 contains 34832 members 
Mstep: Class 16 contains 3855 members 
Mstep: Class 17 contains 151570 members 
Mstep: Class 18 contains 11538 members 
Mstep: Class 19 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048680.000000 Penalty: 56640.539062
Iteration 254Q: 18 clusters Score -8.004868e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 5990 members 
Mstep: Class 4 contains 44213 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 14744 members 
Mstep: Class 9 contains 224975 members 
Mstep: Class 10 contains 18089 members 
Mstep: Class 11 contains 102271 members 
Mstep: Class 12 contains 39189 members 
Mstep: Class 13 contains 34830 members 
Mstep: Class 16 contains 3855 members 
Mstep: Class 17 contains 151478 members 
Mstep: Class 18 contains 11538 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048696.000000 Penalty: 56640.539062
Iteration 255Q: 18 clusters Score -8.00487e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 5995 members 
Mstep: Class 4 contains 44203 members 
Mstep: Class 5 contains 19044 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 14842 members 
Mstep: Class 9 contains 224948 members 
Mstep: Class 10 contains 18088 members 
Mstep: Class 11 contains 102303 members 
Mstep: Class 12 contains 39197 members 
Mstep: Class 13 contains 34822 members 
Mstep: Class 16 contains 3855 members 
Mstep: Class 17 contains 151378 members 
Mstep: Class 18 contains 11540 members 
Mstep: Class 19 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048672.000000 Penalty: 56640.539062
Iteration 256Q: 18 clusters Score -8.004867e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 5996 members 
Mstep: Class 4 contains 44192 members 
Mstep: Class 5 contains 19043 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6148 members 
Mstep: Class 8 contains 14932 members 
Mstep: Class 9 contains 224921 members 
Mstep: Class 10 contains 18086 members 
Mstep: Class 11 contains 102328 members 
Mstep: Class 12 contains 39204 members 
Mstep: Class 13 contains 34820 members 
Mstep: Class 16 contains 3855 members 
Mstep: Class 17 contains 151298 members 
Mstep: Class 18 contains 11538 members 
Mstep: Class 19 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 257Q: 18 clusters Score -8.004881e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 6003 members 
Mstep: Class 4 contains 44178 members 
Mstep: Class 5 contains 19043 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6148 members 
Mstep: Class 8 contains 15030 members 
Mstep: Class 9 contains 224890 members 
Mstep: Class 10 contains 18083 members 
Mstep: Class 11 contains 102342 members 
Mstep: Class 12 contains 39197 members 
Mstep: Class 13 contains 34823 members 
Mstep: Class 16 contains 3855 members 
Mstep: Class 17 contains 151236 members 
Mstep: Class 18 contains 11533 members 
Mstep: Class 19 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 258Q: 18 clusters Score -8.004888e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 6007 members 
Mstep: Class 4 contains 44162 members 
Mstep: Class 5 contains 19041 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6148 members 
Mstep: Class 8 contains 15115 members 
Mstep: Class 9 contains 224872 members 
Mstep: Class 10 contains 18083 members 
Mstep: Class 11 contains 102371 members 
Mstep: Class 12 contains 39200 members 
Mstep: Class 13 contains 34828 members 
Mstep: Class 16 contains 3854 members 
Mstep: Class 17 contains 151146 members 
Mstep: Class 18 contains 11533 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 259Q: 18 clusters Score -8.004887e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 6013 members 
Mstep: Class 4 contains 44149 members 
Mstep: Class 5 contains 19040 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 15196 members 
Mstep: Class 9 contains 224847 members 
Mstep: Class 10 contains 18079 members 
Mstep: Class 11 contains 102404 members 
Mstep: Class 12 contains 39206 members 
Mstep: Class 13 contains 34828 members 
Mstep: Class 16 contains 3853 members 
Mstep: Class 17 contains 151065 members 
Mstep: Class 18 contains 11535 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 260F: 18 clusters Score -8.004885e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 6017 members 
Mstep: Class 4 contains 44138 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6147 members 
Mstep: Class 8 contains 15266 members 
Mstep: Class 9 contains 224830 members 
Mstep: Class 10 contains 18082 members 
Mstep: Class 11 contains 102421 members 
Mstep: Class 12 contains 39208 members 
Mstep: Class 13 contains 34829 members 
Mstep: Class 16 contains 3852 members 
Mstep: Class 17 contains 150997 members 
Mstep: Class 18 contains 11535 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 261Q: 18 clusters Score -8.004889e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 6019 members 
Mstep: Class 4 contains 44128 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6145 members 
Mstep: Class 8 contains 15335 members 
Mstep: Class 9 contains 224822 members 
Mstep: Class 10 contains 18089 members 
Mstep: Class 11 contains 102435 members 
Mstep: Class 12 contains 39208 members 
Mstep: Class 13 contains 34831 members 
Mstep: Class 16 contains 3851 members 
Mstep: Class 17 contains 150924 members 
Mstep: Class 18 contains 11535 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048928.000000 Penalty: 56640.539062
Iteration 262Q: 18 clusters Score -8.004893e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 6020 members 
Mstep: Class 4 contains 44119 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6145 members 
Mstep: Class 8 contains 15399 members 
Mstep: Class 9 contains 224790 members 
Mstep: Class 10 contains 18092 members 
Mstep: Class 11 contains 102456 members 
Mstep: Class 12 contains 39203 members 
Mstep: Class 13 contains 34837 members 
Mstep: Class 16 contains 3850 members 
Mstep: Class 17 contains 150873 members 
Mstep: Class 18 contains 11538 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049000.000000 Penalty: 56640.539062
Iteration 263Q: 18 clusters Score -8.0049e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 6024 members 
Mstep: Class 4 contains 44113 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6144 members 
Mstep: Class 8 contains 15462 members 
Mstep: Class 9 contains 224757 members 
Mstep: Class 10 contains 18092 members 
Mstep: Class 11 contains 102475 members 
Mstep: Class 12 contains 39201 members 
Mstep: Class 13 contains 34838 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 150823 members 
Mstep: Class 18 contains 11545 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048968.000000 Penalty: 56640.539062
Iteration 264Q: 18 clusters Score -8.004897e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 6026 members 
Mstep: Class 4 contains 44104 members 
Mstep: Class 5 contains 19040 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 15514 members 
Mstep: Class 9 contains 224755 members 
Mstep: Class 10 contains 18090 members 
Mstep: Class 11 contains 102481 members 
Mstep: Class 12 contains 39200 members 
Mstep: Class 13 contains 34838 members 
Mstep: Class 16 contains 3845 members 
Mstep: Class 17 contains 150778 members 
Mstep: Class 18 contains 11545 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049008.000000 Penalty: 56640.539062
Iteration 265Q: 18 clusters Score -8.004901e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 44095 members 
Mstep: Class 5 contains 19040 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 15566 members 
Mstep: Class 9 contains 224750 members 
Mstep: Class 10 contains 18088 members 
Mstep: Class 11 contains 102493 members 
Mstep: Class 12 contains 39201 members 
Mstep: Class 13 contains 34835 members 
Mstep: Class 16 contains 3843 members 
Mstep: Class 17 contains 150728 members 
Mstep: Class 18 contains 11547 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049008.000000 Penalty: 56640.539062
Iteration 266Q: 18 clusters Score -8.004901e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 44090 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6140 members 
Mstep: Class 8 contains 15622 members 
Mstep: Class 9 contains 224718 members 
Mstep: Class 10 contains 18084 members 
Mstep: Class 11 contains 102512 members 
Mstep: Class 12 contains 39200 members 
Mstep: Class 13 contains 34833 members 
Mstep: Class 16 contains 3842 members 
Mstep: Class 17 contains 150701 members 
Mstep: Class 18 contains 11548 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049056.000000 Penalty: 56640.539062
Iteration 267Q: 18 clusters Score -8.004906e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 6032 members 
Mstep: Class 4 contains 44085 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6137 members 
Mstep: Class 8 contains 15681 members 
Mstep: Class 9 contains 224682 members 
Mstep: Class 10 contains 18087 members 
Mstep: Class 11 contains 102511 members 
Mstep: Class 12 contains 39209 members 
Mstep: Class 13 contains 34834 members 
Mstep: Class 16 contains 3841 members 
Mstep: Class 17 contains 150674 members 
Mstep: Class 18 contains 11549 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049016.000000 Penalty: 56640.539062
Iteration 268Q: 18 clusters Score -8.004902e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 6032 members 
Mstep: Class 4 contains 44077 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6136 members 
Mstep: Class 8 contains 15727 members 
Mstep: Class 9 contains 224657 members 
Mstep: Class 10 contains 18091 members 
Mstep: Class 11 contains 102518 members 
Mstep: Class 12 contains 39212 members 
Mstep: Class 13 contains 34833 members 
Mstep: Class 16 contains 3840 members 
Mstep: Class 17 contains 150646 members 
Mstep: Class 18 contains 11553 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049040.000000 Penalty: 56640.539062
Iteration 269Q: 18 clusters Score -8.004904e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 6035 members 
Mstep: Class 4 contains 44069 members 
Mstep: Class 5 contains 19036 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6136 members 
Mstep: Class 8 contains 15771 members 
Mstep: Class 9 contains 224644 members 
Mstep: Class 10 contains 18093 members 
Mstep: Class 11 contains 102524 members 
Mstep: Class 12 contains 39208 members 
Mstep: Class 13 contains 34836 members 
Mstep: Class 16 contains 3837 members 
Mstep: Class 17 contains 150622 members 
Mstep: Class 18 contains 11548 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049032.000000 Penalty: 56640.539062
Iteration 270Q: 18 clusters Score -8.004903e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 6035 members 
Mstep: Class 4 contains 44064 members 
Mstep: Class 5 contains 19036 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6137 members 
Mstep: Class 8 contains 15815 members 
Mstep: Class 9 contains 224623 members 
Mstep: Class 10 contains 18093 members 
Mstep: Class 11 contains 102541 members 
Mstep: Class 12 contains 39208 members 
Mstep: Class 13 contains 34837 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 150594 members 
Mstep: Class 18 contains 11544 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049104.000000 Penalty: 56640.539062
Iteration 271Q: 18 clusters Score -8.00491e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 6039 members 
Mstep: Class 4 contains 44061 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6137 members 
Mstep: Class 8 contains 15865 members 
Mstep: Class 9 contains 224606 members 
Mstep: Class 10 contains 18098 members 
Mstep: Class 11 contains 102541 members 
Mstep: Class 12 contains 39207 members 
Mstep: Class 13 contains 34837 members 
Mstep: Class 16 contains 3827 members 
Mstep: Class 17 contains 150563 members 
Mstep: Class 18 contains 11541 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049104.000000 Penalty: 56640.539062
Iteration 272Q: 18 clusters Score -8.00491e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 6041 members 
Mstep: Class 4 contains 44057 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6137 members 
Mstep: Class 8 contains 15904 members 
Mstep: Class 9 contains 224584 members 
Mstep: Class 10 contains 18096 members 
Mstep: Class 11 contains 102555 members 
Mstep: Class 12 contains 39211 members 
Mstep: Class 13 contains 34838 members 
Mstep: Class 16 contains 3821 members 
Mstep: Class 17 contains 150537 members 
Mstep: Class 18 contains 11542 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049024.000000 Penalty: 56640.539062
Iteration 273Q: 18 clusters Score -8.004902e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 6042 members 
Mstep: Class 4 contains 44053 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6137 members 
Mstep: Class 8 contains 15945 members 
Mstep: Class 9 contains 224575 members 
Mstep: Class 10 contains 18098 members 
Mstep: Class 11 contains 102564 members 
Mstep: Class 12 contains 39212 members 
Mstep: Class 13 contains 34838 members 
Mstep: Class 16 contains 3818 members 
Mstep: Class 17 contains 150501 members 
Mstep: Class 18 contains 11541 members 
Mstep: Class 19 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049080.000000 Penalty: 56640.539062
Iteration 274Q: 18 clusters Score -8.004908e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 6043 members 
Mstep: Class 4 contains 44044 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6139 members 
Mstep: Class 8 contains 15982 members 
Mstep: Class 9 contains 224567 members 
Mstep: Class 10 contains 18104 members 
Mstep: Class 11 contains 102576 members 
Mstep: Class 12 contains 39207 members 
Mstep: Class 13 contains 34837 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150470 members 
Mstep: Class 18 contains 11539 members 
Mstep: Class 19 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049048.000000 Penalty: 56640.539062
Iteration 275Q: 18 clusters Score -8.004905e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 6048 members 
Mstep: Class 4 contains 44035 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6138 members 
Mstep: Class 8 contains 16044 members 
Mstep: Class 9 contains 224548 members 
Mstep: Class 10 contains 18108 members 
Mstep: Class 11 contains 102579 members 
Mstep: Class 12 contains 39205 members 
Mstep: Class 13 contains 34839 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150424 members 
Mstep: Class 18 contains 11540 members 
Mstep: Class 19 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049080.000000 Penalty: 56640.539062
Iteration 276Q: 18 clusters Score -8.004908e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 6050 members 
Mstep: Class 4 contains 44022 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6138 members 
Mstep: Class 8 contains 16103 members 
Mstep: Class 9 contains 224532 members 
Mstep: Class 10 contains 18115 members 
Mstep: Class 11 contains 102578 members 
Mstep: Class 12 contains 39202 members 
Mstep: Class 13 contains 34838 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150391 members 
Mstep: Class 18 contains 11538 members 
Mstep: Class 19 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049160.000000 Penalty: 56640.539062
Iteration 277Q: 18 clusters Score -8.004916e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 6050 members 
Mstep: Class 4 contains 44004 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6138 members 
Mstep: Class 8 contains 16171 members 
Mstep: Class 9 contains 224526 members 
Mstep: Class 10 contains 18127 members 
Mstep: Class 11 contains 102573 members 
Mstep: Class 12 contains 39205 members 
Mstep: Class 13 contains 34837 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150341 members 
Mstep: Class 18 contains 11535 members 
Mstep: Class 19 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049136.000000 Penalty: 56640.539062
Iteration 278Q: 18 clusters Score -8.004914e+07 nChanged 220
Entering ConstructFrom: 
Score: -80049136.000000 Penalty: 56640.539062
Entering ConstructFrom: 
Trying to split cluster 1 (1975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Entering Unmasked Estep 
Score: -212300.515625 Penalty: 1881.904297
	Iteration 0F: 2 clusters Score -212300.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -209721.359375 Penalty: 3763.808594
	Iteration 0F: 3 clusters Score -209721.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -210263.921875 Penalty: 3763.808594
	Iteration 1F: 3 clusters Score -210263.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -210568.703125 Penalty: 3763.808594
	Iteration 2F: 3 clusters Score -210568.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -210903.296875 Penalty: 3763.808594
	Iteration 3F: 3 clusters Score -210903.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -211385.078125 Penalty: 3763.808594
	Iteration 4F: 3 clusters Score -211385.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -211958.781250 Penalty: 3763.808594
	Iteration 5F: 3 clusters Score -211958.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -212360.078125 Penalty: 3763.808594
	Iteration 6F: 3 clusters Score -212360.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -212532.937500 Penalty: 3763.808594
	Iteration 7Q: 3 clusters Score -212532.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -212676.921875 Penalty: 3763.808594
	Iteration 8Q: 3 clusters Score -212676.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -212782.515625 Penalty: 3763.808594
	Iteration 9Q: 3 clusters Score -212782.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -212852.750000 Penalty: 3763.808594
	Iteration 10Q: 3 clusters Score -212852.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -212887.171875 Penalty: 3763.808594
	Iteration 11Q: 3 clusters Score -212887.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -212895.937500 Penalty: 3763.808594
	Iteration 12Q: 3 clusters Score -212895.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -212899.281250 Penalty: 3763.808594
	Iteration 13Q: 3 clusters Score -212899.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -212903.765625 Penalty: 3763.808594
	Iteration 14Q: 3 clusters Score -212903.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -212906.250000 Penalty: 3763.808594
	Iteration 15Q: 3 clusters Score -212906.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -212907.609375 Penalty: 3763.808594
	Iteration 16Q: 3 clusters Score -212907.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -212908.468750 Penalty: 3763.808594
	Iteration 17Q: 3 clusters Score -212908.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -212908.937500 Penalty: 3763.808594
	Iteration 18Q: 3 clusters Score -212908.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -212909.453125 Penalty: 3763.808594
	Iteration 19Q: 3 clusters Score -212909.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -212909.453125 Penalty: 3763.808594
	Iteration 20F: 3 clusters Score -212909.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 6049 members 
Mstep: Class 4 contains 43990 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6138 members 
Mstep: Class 8 contains 16229 members 
Mstep: Class 9 contains 224504 members 
Mstep: Class 10 contains 18133 members 
Mstep: Class 11 contains 102561 members 
Mstep: Class 12 contains 39203 members 
Mstep: Class 13 contains 34834 members 
Mstep: Class 14 contains 909 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150330 members 
Mstep: Class 18 contains 11537 members 
Mstep: Class 19 contains 2236 members 
Entering Unmasked Estep 
Score: -80048336.000000 Penalty: 59972.335938
Splitting cluster 1 changes total score from -80049136.000000 to -80048336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Entering Unmasked Estep 
Score: -235964.906250 Penalty: 1896.651001
	Iteration 0F: 2 clusters Score -235964.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -233395.656250 Penalty: 3793.302002
	Iteration 0F: 3 clusters Score -233395.7 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -234024.687500 Penalty: 3793.302002
	Iteration 1F: 3 clusters Score -234024.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -234242.250000 Penalty: 3793.302002
	Iteration 2F: 3 clusters Score -234242.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -234454.734375 Penalty: 3793.302002
	Iteration 3F: 3 clusters Score -234454.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -234639.718750 Penalty: 3793.302002
	Iteration 4Q: 3 clusters Score -234639.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -234775.953125 Penalty: 3793.302002
	Iteration 5Q: 3 clusters Score -234776 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -234885.125000 Penalty: 3793.302002
	Iteration 6Q: 3 clusters Score -234885.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -234987.453125 Penalty: 3793.302002
	Iteration 7Q: 3 clusters Score -234987.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -235113.953125 Penalty: 3793.302002
	Iteration 8Q: 3 clusters Score -235114 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -235228.031250 Penalty: 3793.302002
	Iteration 9Q: 3 clusters Score -235228 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -235316.812500 Penalty: 3793.302002
	Iteration 10Q: 3 clusters Score -235316.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -235391.125000 Penalty: 3793.302002
	Iteration 11Q: 3 clusters Score -235391.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -235465.906250 Penalty: 3793.302002
	Iteration 12Q: 3 clusters Score -235465.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -235510.375000 Penalty: 3793.302002
	Iteration 13Q: 3 clusters Score -235510.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -235549.390625 Penalty: 3793.302002
	Iteration 14Q: 3 clusters Score -235549.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -235573.656250 Penalty: 3793.302002
	Iteration 15Q: 3 clusters Score -235573.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -235591.062500 Penalty: 3793.302002
	Iteration 16Q: 3 clusters Score -235591.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -235607.109375 Penalty: 3793.302002
	Iteration 17Q: 3 clusters Score -235607.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -235618.515625 Penalty: 3793.302002
	Iteration 18Q: 3 clusters Score -235618.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -235634.687500 Penalty: 3793.302002
	Iteration 19Q: 3 clusters Score -235634.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -235650.125000 Penalty: 3793.302002
	Iteration 20F: 3 clusters Score -235650.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -235661.390625 Penalty: 3793.302002
	Iteration 21Q: 3 clusters Score -235661.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -235668.328125 Penalty: 3793.302002
	Iteration 22Q: 3 clusters Score -235668.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -235673.296875 Penalty: 3793.302002
	Iteration 23Q: 3 clusters Score -235673.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -235674.281250 Penalty: 3793.302002
	Iteration 24Q: 3 clusters Score -235674.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -235674.953125 Penalty: 3793.302002
	Iteration 25Q: 3 clusters Score -235675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -235678.062500 Penalty: 3793.302002
	Iteration 26Q: 3 clusters Score -235678.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -235678.187500 Penalty: 3793.302002
	Iteration 27Q: 3 clusters Score -235678.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -235678.187500 Penalty: 3793.302002
	Iteration 28F: 3 clusters Score -235678.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Entering Unmasked Estep 
Score: -732887.000000 Penalty: 2159.496826
	Iteration 0F: 2 clusters Score -732887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -727715.875000 Penalty: 4318.993652
	Iteration 0F: 3 clusters Score -727715.9 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -729136.562500 Penalty: 4318.993652
	Iteration 1F: 3 clusters Score -729136.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -729724.250000 Penalty: 4318.993652
	Iteration 2F: 3 clusters Score -729724.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -730309.812500 Penalty: 4318.993652
	Iteration 3F: 3 clusters Score -730309.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -730774.375000 Penalty: 4318.993652
	Iteration 4F: 3 clusters Score -730774.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -731181.687500 Penalty: 4318.993652
	Iteration 5F: 3 clusters Score -731181.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -731546.500000 Penalty: 4318.993652
	Iteration 6F: 3 clusters Score -731546.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -731840.625000 Penalty: 4318.993652
	Iteration 7Q: 3 clusters Score -731840.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -732036.875000 Penalty: 4318.993652
	Iteration 8Q: 3 clusters Score -732036.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -732164.000000 Penalty: 4318.993652
	Iteration 9Q: 3 clusters Score -732164 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -732234.562500 Penalty: 4318.993652
	Iteration 10Q: 3 clusters Score -732234.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -732280.062500 Penalty: 4318.993652
	Iteration 11Q: 3 clusters Score -732280.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -732313.125000 Penalty: 4318.993652
	Iteration 12Q: 3 clusters Score -732313.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -732338.187500 Penalty: 4318.993652
	Iteration 13Q: 3 clusters Score -732338.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -732348.437500 Penalty: 4318.993652
	Iteration 14Q: 3 clusters Score -732348.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -732358.750000 Penalty: 4318.993652
	Iteration 15Q: 3 clusters Score -732358.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -732362.687500 Penalty: 4318.993652
	Iteration 16Q: 3 clusters Score -732362.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -732365.875000 Penalty: 4318.993652
	Iteration 17Q: 3 clusters Score -732365.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -732365.062500 Penalty: 4318.993652
	Iteration 18Q: 3 clusters Score -732365.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -732366.937500 Penalty: 4318.993652
	Iteration 19Q: 3 clusters Score -732366.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -732368.375000 Penalty: 4318.993652
	Iteration 20F: 3 clusters Score -732368.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -732369.937500 Penalty: 4318.993652
	Iteration 21Q: 3 clusters Score -732369.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -732369.937500 Penalty: 4318.993652
	Iteration 22F: 3 clusters Score -732369.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Entering Unmasked Estep 
Score: -5135718.500000 Penalty: 2651.545898
	Iteration 0F: 2 clusters Score -5135718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -5105854.500000 Penalty: 5303.091797
	Iteration 0F: 3 clusters Score -5105854 nChanged 20221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -5117233.000000 Penalty: 5303.091797
	Iteration 1F: 3 clusters Score -5117233 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -5117740.500000 Penalty: 5303.091797
	Iteration 2Q: 3 clusters Score -5117740 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -5118227.000000 Penalty: 5303.091797
	Iteration 3Q: 3 clusters Score -5118227 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -5118656.500000 Penalty: 5303.091797
	Iteration 4Q: 3 clusters Score -5118656 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -5119104.500000 Penalty: 5303.091797
	Iteration 5Q: 3 clusters Score -5119104 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -5119594.500000 Penalty: 5303.091797
	Iteration 6Q: 3 clusters Score -5119594 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -5120159.000000 Penalty: 5303.091797
	Iteration 7Q: 3 clusters Score -5120159 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -5120775.000000 Penalty: 5303.091797
	Iteration 8Q: 3 clusters Score -5120775 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -5121502.500000 Penalty: 5303.091797
	Iteration 9Q: 3 clusters Score -5121502 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -5122298.500000 Penalty: 5303.091797
	Iteration 10Q: 3 clusters Score -5122298 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -5123126.500000 Penalty: 5303.091797
	Iteration 11Q: 3 clusters Score -5123126 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -5123778.000000 Penalty: 5303.091797
	Iteration 12Q: 3 clusters Score -5123778 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -5124407.000000 Penalty: 5303.091797
	Iteration 13Q: 3 clusters Score -5124407 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -5124953.000000 Penalty: 5303.091797
	Iteration 14Q: 3 clusters Score -5124953 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -5125427.500000 Penalty: 5303.091797
	Iteration 15Q: 3 clusters Score -5125428 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -5125903.000000 Penalty: 5303.091797
	Iteration 16Q: 3 clusters Score -5125903 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -5126401.000000 Penalty: 5303.091797
	Iteration 17Q: 3 clusters Score -5126401 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -5126873.000000 Penalty: 5303.091797
	Iteration 18Q: 3 clusters Score -5126873 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -5127286.000000 Penalty: 5303.091797
	Iteration 19Q: 3 clusters Score -5127286 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -5127628.000000 Penalty: 5303.091797
	Iteration 20F: 3 clusters Score -5127628 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -5127943.500000 Penalty: 5303.091797
	Iteration 21Q: 3 clusters Score -5127944 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -5128244.500000 Penalty: 5303.091797
	Iteration 22Q: 3 clusters Score -5128244 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -5128596.500000 Penalty: 5303.091797
	Iteration 23Q: 3 clusters Score -5128596 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -5128978.500000 Penalty: 5303.091797
	Iteration 24Q: 3 clusters Score -5128978 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -5129359.000000 Penalty: 5303.091797
	Iteration 25Q: 3 clusters Score -5129359 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -5129774.500000 Penalty: 5303.091797
	Iteration 26Q: 3 clusters Score -5129774 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -5130218.000000 Penalty: 5303.091797
	Iteration 27Q: 3 clusters Score -5130218 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -5130651.000000 Penalty: 5303.091797
	Iteration 28Q: 3 clusters Score -5130651 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -5131116.000000 Penalty: 5303.091797
	Iteration 29Q: 3 clusters Score -5131116 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -5131603.500000 Penalty: 5303.091797
	Iteration 30Q: 3 clusters Score -5131604 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5132044.500000 Penalty: 5303.091797
	Iteration 31Q: 3 clusters Score -5132044 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -5132375.000000 Penalty: 5303.091797
	Iteration 32Q: 3 clusters Score -5132375 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5132659.000000 Penalty: 5303.091797
	Iteration 33Q: 3 clusters Score -5132659 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5132847.500000 Penalty: 5303.091797
	Iteration 34Q: 3 clusters Score -5132848 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5132996.000000 Penalty: 5303.091797
	Iteration 35Q: 3 clusters Score -5132996 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5133120.500000 Penalty: 5303.091797
	Iteration 36Q: 3 clusters Score -5133120 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5133217.500000 Penalty: 5303.091797
	Iteration 37Q: 3 clusters Score -5133218 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5133275.500000 Penalty: 5303.091797
	Iteration 38Q: 3 clusters Score -5133276 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5133314.000000 Penalty: 5303.091797
	Iteration 39Q: 3 clusters Score -5133314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5133335.000000 Penalty: 5303.091797
	Iteration 40F: 3 clusters Score -5133335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5133343.500000 Penalty: 5303.091797
	Iteration 41Q: 3 clusters Score -5133344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5133357.500000 Penalty: 5303.091797
	Iteration 42Q: 3 clusters Score -5133358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5133377.500000 Penalty: 5303.091797
	Iteration 43Q: 3 clusters Score -5133378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5133391.000000 Penalty: 5303.091797
	Iteration 44Q: 3 clusters Score -5133391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5133398.000000 Penalty: 5303.091797
	Iteration 45Q: 3 clusters Score -5133398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5133408.000000 Penalty: 5303.091797
	Iteration 46Q: 3 clusters Score -5133408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5133417.000000 Penalty: 5303.091797
	Iteration 47Q: 3 clusters Score -5133417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5133420.000000 Penalty: 5303.091797
	Iteration 48Q: 3 clusters Score -5133420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5133420.000000 Penalty: 5303.091797
	Iteration 49Q: 3 clusters Score -5133420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5133422.500000 Penalty: 5303.091797
	Iteration 50Q: 3 clusters Score -5133422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5133426.500000 Penalty: 5303.091797
	Iteration 51Q: 3 clusters Score -5133426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5133429.000000 Penalty: 5303.091797
	Iteration 52Q: 3 clusters Score -5133429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5133429.000000 Penalty: 5303.091797
	Iteration 53F: 3 clusters Score -5133429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Entering Unmasked Estep 
Score: -2275615.250000 Penalty: 2443.826660
	Iteration 0F: 2 clusters Score -2275615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2262224.000000 Penalty: 4887.653320
	Iteration 0F: 3 clusters Score -2262224 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2266869.750000 Penalty: 4887.653320
	Iteration 1F: 3 clusters Score -2266870 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2267457.250000 Penalty: 4887.653320
	Iteration 2F: 3 clusters Score -2267457 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2268121.500000 Penalty: 4887.653320
	Iteration 3F: 3 clusters Score -2268122 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2268978.750000 Penalty: 4887.653320
	Iteration 4F: 3 clusters Score -2268979 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2270118.750000 Penalty: 4887.653320
	Iteration 5F: 3 clusters Score -2270119 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2271664.000000 Penalty: 4887.653320
	Iteration 6F: 3 clusters Score -2271664 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2273422.000000 Penalty: 4887.653320
	Iteration 7F: 3 clusters Score -2273422 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2274872.000000 Penalty: 4887.653320
	Iteration 8F: 3 clusters Score -2274872 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2275749.500000 Penalty: 4887.653320
	Iteration 9Q: 3 clusters Score -2275750 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2275992.500000 Penalty: 4887.653320
	Iteration 10Q: 3 clusters Score -2275992 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2276067.000000 Penalty: 4887.653320
	Iteration 11Q: 3 clusters Score -2276067 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2276111.000000 Penalty: 4887.653320
	Iteration 12Q: 3 clusters Score -2276111 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2276143.500000 Penalty: 4887.653320
	Iteration 13Q: 3 clusters Score -2276144 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2276150.750000 Penalty: 4887.653320
	Iteration 14Q: 3 clusters Score -2276151 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2276175.250000 Penalty: 4887.653320
	Iteration 15Q: 3 clusters Score -2276175 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2276178.250000 Penalty: 4887.653320
	Iteration 16Q: 3 clusters Score -2276178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2276194.750000 Penalty: 4887.653320
	Iteration 17Q: 3 clusters Score -2276195 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2276197.750000 Penalty: 4887.653320
	Iteration 18Q: 3 clusters Score -2276198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2276214.000000 Penalty: 4887.653320
	Iteration 19Q: 3 clusters Score -2276214 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2276240.250000 Penalty: 4887.653320
	Iteration 20F: 3 clusters Score -2276240 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2276263.000000 Penalty: 4887.653320
	Iteration 21Q: 3 clusters Score -2276263 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2276277.500000 Penalty: 4887.653320
	Iteration 22Q: 3 clusters Score -2276278 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2276301.000000 Penalty: 4887.653320
	Iteration 23Q: 3 clusters Score -2276301 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2276321.500000 Penalty: 4887.653320
	Iteration 24Q: 3 clusters Score -2276322 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2276327.250000 Penalty: 4887.653320
	Iteration 25Q: 3 clusters Score -2276327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2276327.750000 Penalty: 4887.653320
	Iteration 26Q: 3 clusters Score -2276328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2276332.500000 Penalty: 4887.653320
	Iteration 27Q: 3 clusters Score -2276332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2276334.500000 Penalty: 4887.653320
	Iteration 28Q: 3 clusters Score -2276334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2276336.500000 Penalty: 4887.653320
	Iteration 29Q: 3 clusters Score -2276336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2276341.500000 Penalty: 4887.653320
	Iteration 30Q: 3 clusters Score -2276342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2276341.500000 Penalty: 4887.653320
	Iteration 31Q: 3 clusters Score -2276342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2276344.500000 Penalty: 4887.653320
	Iteration 32Q: 3 clusters Score -2276344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2276346.000000 Penalty: 4887.653320
	Iteration 33Q: 3 clusters Score -2276346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2276347.000000 Penalty: 4887.653320
	Iteration 34Q: 3 clusters Score -2276347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2276350.000000 Penalty: 4887.653320
	Iteration 35Q: 3 clusters Score -2276350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2276349.250000 Penalty: 4887.653320
	Iteration 36Q: 3 clusters Score -2276349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2276349.250000 Penalty: 4887.653320
	Iteration 37F: 3 clusters Score -2276349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 6049 members 
Mstep: Class 4 contains 43990 members 
Mstep: Class 5 contains 14875 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6138 members 
Mstep: Class 8 contains 16229 members 
Mstep: Class 9 contains 224504 members 
Mstep: Class 10 contains 18133 members 
Mstep: Class 11 contains 102561 members 
Mstep: Class 12 contains 39203 members 
Mstep: Class 13 contains 34834 members 
Mstep: Class 14 contains 4162 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150330 members 
Mstep: Class 18 contains 11537 members 
Mstep: Class 19 contains 2236 members 
Entering Unmasked Estep 
Score: -80049056.000000 Penalty: 59972.335938
Splitting cluster 5 changes total score from -80049136.000000 to -80049056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -56940.867188 Penalty: 1572.846191
	Iteration 0F: 2 clusters Score -56940.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -55374.902344 Penalty: 3145.692383
	Iteration 0F: 3 clusters Score -55374.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -55593.507812 Penalty: 3145.692383
	Iteration 1F: 3 clusters Score -55593.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -55672.679688 Penalty: 3145.692383
	Iteration 2F: 3 clusters Score -55672.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -55719.820312 Penalty: 3145.692383
	Iteration 3Q: 3 clusters Score -55719.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -55770.757812 Penalty: 3145.692383
	Iteration 4Q: 3 clusters Score -55770.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -55811.136719 Penalty: 3145.692383
	Iteration 5Q: 3 clusters Score -55811.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -55832.105469 Penalty: 3145.692383
	Iteration 6Q: 3 clusters Score -55832.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -55872.636719 Penalty: 3145.692383
	Iteration 7Q: 3 clusters Score -55872.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -55918.234375 Penalty: 3145.692383
	Iteration 8Q: 3 clusters Score -55918.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -55947.300781 Penalty: 3145.692383
	Iteration 9Q: 3 clusters Score -55947.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -55998.742188 Penalty: 3145.692383
	Iteration 10Q: 3 clusters Score -55998.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -56031.484375 Penalty: 3145.692383
	Iteration 11Q: 3 clusters Score -56031.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -56105.445312 Penalty: 3145.692383
	Iteration 12Q: 3 clusters Score -56105.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -56133.660156 Penalty: 3145.692383
	Iteration 13Q: 3 clusters Score -56133.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -56141.671875 Penalty: 3145.692383
	Iteration 14Q: 3 clusters Score -56141.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -56152.902344 Penalty: 3145.692383
	Iteration 15Q: 3 clusters Score -56152.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -56182.980469 Penalty: 3145.692383
	Iteration 16Q: 3 clusters Score -56182.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -56223.878906 Penalty: 3145.692383
	Iteration 17Q: 3 clusters Score -56223.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -56251.539062 Penalty: 3145.692383
	Iteration 18Q: 3 clusters Score -56251.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -56304.496094 Penalty: 3145.692383
	Iteration 19Q: 3 clusters Score -56304.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -56347.308594 Penalty: 3145.692383
	Iteration 20F: 3 clusters Score -56347.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -56372.410156 Penalty: 3145.692383
	Iteration 21Q: 3 clusters Score -56372.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56403.718750 Penalty: 3145.692383
	Iteration 22Q: 3 clusters Score -56403.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56426.160156 Penalty: 3145.692383
	Iteration 23Q: 3 clusters Score -56426.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56442.406250 Penalty: 3145.692383
	Iteration 24Q: 3 clusters Score -56442.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56445.972656 Penalty: 3145.692383
	Iteration 25Q: 3 clusters Score -56445.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -56449.101562 Penalty: 3145.692383
	Iteration 26Q: 3 clusters Score -56449.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -56449.101562 Penalty: 3145.692383
	Iteration 27F: 3 clusters Score -56449.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Entering Unmasked Estep 
Score: -687224.125000 Penalty: 2163.118896
	Iteration 0F: 2 clusters Score -687224.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -681998.250000 Penalty: 4326.237793
	Iteration 0F: 3 clusters Score -681998.2 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -683793.000000 Penalty: 4326.237793
	Iteration 1F: 3 clusters Score -683793 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -684316.875000 Penalty: 4326.237793
	Iteration 2F: 3 clusters Score -684316.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -684672.687500 Penalty: 4326.237793
	Iteration 3F: 3 clusters Score -684672.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -684958.937500 Penalty: 4326.237793
	Iteration 4F: 3 clusters Score -684958.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -685217.812500 Penalty: 4326.237793
	Iteration 5F: 3 clusters Score -685217.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -685447.562500 Penalty: 4326.237793
	Iteration 6Q: 3 clusters Score -685447.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -685612.187500 Penalty: 4326.237793
	Iteration 7Q: 3 clusters Score -685612.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -685739.875000 Penalty: 4326.237793
	Iteration 8Q: 3 clusters Score -685739.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -685834.312500 Penalty: 4326.237793
	Iteration 9Q: 3 clusters Score -685834.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -685893.312500 Penalty: 4326.237793
	Iteration 10Q: 3 clusters Score -685893.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -685933.375000 Penalty: 4326.237793
	Iteration 11Q: 3 clusters Score -685933.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -685955.750000 Penalty: 4326.237793
	Iteration 12Q: 3 clusters Score -685955.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -685976.125000 Penalty: 4326.237793
	Iteration 13Q: 3 clusters Score -685976.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -685991.312500 Penalty: 4326.237793
	Iteration 14Q: 3 clusters Score -685991.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -686006.375000 Penalty: 4326.237793
	Iteration 15Q: 3 clusters Score -686006.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -686020.250000 Penalty: 4326.237793
	Iteration 16Q: 3 clusters Score -686020.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -686037.625000 Penalty: 4326.237793
	Iteration 17Q: 3 clusters Score -686037.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -686061.687500 Penalty: 4326.237793
	Iteration 18Q: 3 clusters Score -686061.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -686084.562500 Penalty: 4326.237793
	Iteration 19Q: 3 clusters Score -686084.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -686102.625000 Penalty: 4326.237793
	Iteration 20F: 3 clusters Score -686102.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -686113.437500 Penalty: 4326.237793
	Iteration 21Q: 3 clusters Score -686113.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -686118.875000 Penalty: 4326.237793
	Iteration 22Q: 3 clusters Score -686118.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -686123.250000 Penalty: 4326.237793
	Iteration 23Q: 3 clusters Score -686123.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -686132.000000 Penalty: 4326.237793
	Iteration 24Q: 3 clusters Score -686132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -686137.500000 Penalty: 4326.237793
	Iteration 25Q: 3 clusters Score -686137.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -686145.250000 Penalty: 4326.237793
	Iteration 26Q: 3 clusters Score -686145.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -686151.937500 Penalty: 4326.237793
	Iteration 27Q: 3 clusters Score -686151.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -686162.437500 Penalty: 4326.237793
	Iteration 28Q: 3 clusters Score -686162.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -686174.625000 Penalty: 4326.237793
	Iteration 29Q: 3 clusters Score -686174.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -686187.125000 Penalty: 4326.237793
	Iteration 30Q: 3 clusters Score -686187.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -686193.500000 Penalty: 4326.237793
	Iteration 31Q: 3 clusters Score -686193.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -686197.937500 Penalty: 4326.237793
	Iteration 32Q: 3 clusters Score -686197.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -686202.437500 Penalty: 4326.237793
	Iteration 33Q: 3 clusters Score -686202.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -686207.750000 Penalty: 4326.237793
	Iteration 34Q: 3 clusters Score -686207.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -686212.062500 Penalty: 4326.237793
	Iteration 35Q: 3 clusters Score -686212.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -686215.500000 Penalty: 4326.237793
	Iteration 36Q: 3 clusters Score -686215.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -686220.062500 Penalty: 4326.237793
	Iteration 37Q: 3 clusters Score -686220.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -686224.062500 Penalty: 4326.237793
	Iteration 38Q: 3 clusters Score -686224.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -686225.875000 Penalty: 4326.237793
	Iteration 39Q: 3 clusters Score -686225.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -686228.437500 Penalty: 4326.237793
	Iteration 40F: 3 clusters Score -686228.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -686234.250000 Penalty: 4326.237793
	Iteration 41Q: 3 clusters Score -686234.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -686241.562500 Penalty: 4326.237793
	Iteration 42Q: 3 clusters Score -686241.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -686250.125000 Penalty: 4326.237793
	Iteration 43Q: 3 clusters Score -686250.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -686258.875000 Penalty: 4326.237793
	Iteration 44Q: 3 clusters Score -686258.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -686266.687500 Penalty: 4326.237793
	Iteration 45Q: 3 clusters Score -686266.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -686272.250000 Penalty: 4326.237793
	Iteration 46Q: 3 clusters Score -686272.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -686280.937500 Penalty: 4326.237793
	Iteration 47Q: 3 clusters Score -686280.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -686292.812500 Penalty: 4326.237793
	Iteration 48Q: 3 clusters Score -686292.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -686300.437500 Penalty: 4326.237793
	Iteration 49Q: 3 clusters Score -686300.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -686315.187500 Penalty: 4326.237793
	Iteration 50Q: 3 clusters Score -686315.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -686326.062500 Penalty: 4326.237793
	Iteration 51Q: 3 clusters Score -686326.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -686342.187500 Penalty: 4326.237793
	Iteration 52Q: 3 clusters Score -686342.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -686357.937500 Penalty: 4326.237793
	Iteration 53Q: 3 clusters Score -686357.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -686368.812500 Penalty: 4326.237793
	Iteration 54Q: 3 clusters Score -686368.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -686384.250000 Penalty: 4326.237793
	Iteration 55Q: 3 clusters Score -686384.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -686398.187500 Penalty: 4326.237793
	Iteration 56Q: 3 clusters Score -686398.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -686415.187500 Penalty: 4326.237793
	Iteration 57Q: 3 clusters Score -686415.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -686435.375000 Penalty: 4326.237793
	Iteration 58Q: 3 clusters Score -686435.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -686451.437500 Penalty: 4326.237793
	Iteration 59Q: 3 clusters Score -686451.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -686474.312500 Penalty: 4326.237793
	Iteration 60F: 3 clusters Score -686474.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -686502.875000 Penalty: 4326.237793
	Iteration 61Q: 3 clusters Score -686502.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -686532.187500 Penalty: 4326.237793
	Iteration 62Q: 3 clusters Score -686532.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -686555.000000 Penalty: 4326.237793
	Iteration 63Q: 3 clusters Score -686555 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -686578.562500 Penalty: 4326.237793
	Iteration 64Q: 3 clusters Score -686578.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -686613.875000 Penalty: 4326.237793
	Iteration 65Q: 3 clusters Score -686613.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -686650.937500 Penalty: 4326.237793
	Iteration 66Q: 3 clusters Score -686650.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -686679.687500 Penalty: 4326.237793
	Iteration 67Q: 3 clusters Score -686679.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -686709.375000 Penalty: 4326.237793
	Iteration 68Q: 3 clusters Score -686709.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -686735.312500 Penalty: 4326.237793
	Iteration 69Q: 3 clusters Score -686735.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -686765.062500 Penalty: 4326.237793
	Iteration 70Q: 3 clusters Score -686765.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -686792.375000 Penalty: 4326.237793
	Iteration 71Q: 3 clusters Score -686792.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -686820.687500 Penalty: 4326.237793
	Iteration 72Q: 3 clusters Score -686820.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -686846.625000 Penalty: 4326.237793
	Iteration 73Q: 3 clusters Score -686846.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -686861.937500 Penalty: 4326.237793
	Iteration 74Q: 3 clusters Score -686861.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -686875.000000 Penalty: 4326.237793
	Iteration 75Q: 3 clusters Score -686875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -686885.000000 Penalty: 4326.237793
	Iteration 76Q: 3 clusters Score -686885 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -686894.687500 Penalty: 4326.237793
	Iteration 77Q: 3 clusters Score -686894.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -686908.812500 Penalty: 4326.237793
	Iteration 78Q: 3 clusters Score -686908.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -686923.687500 Penalty: 4326.237793
	Iteration 79Q: 3 clusters Score -686923.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -686941.562500 Penalty: 4326.237793
	Iteration 80F: 3 clusters Score -686941.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -686953.687500 Penalty: 4326.237793
	Iteration 81Q: 3 clusters Score -686953.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -686966.937500 Penalty: 4326.237793
	Iteration 82Q: 3 clusters Score -686966.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -686974.875000 Penalty: 4326.237793
	Iteration 83Q: 3 clusters Score -686974.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -686978.312500 Penalty: 4326.237793
	Iteration 84Q: 3 clusters Score -686978.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -686982.500000 Penalty: 4326.237793
	Iteration 85Q: 3 clusters Score -686982.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -686984.062500 Penalty: 4326.237793
	Iteration 86Q: 3 clusters Score -686984.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -686989.500000 Penalty: 4326.237793
	Iteration 87Q: 3 clusters Score -686989.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -686991.937500 Penalty: 4326.237793
	Iteration 88Q: 3 clusters Score -686991.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -686993.687500 Penalty: 4326.237793
	Iteration 89Q: 3 clusters Score -686993.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -686995.562500 Penalty: 4326.237793
	Iteration 90Q: 3 clusters Score -686995.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -686994.687500 Penalty: 4326.237793
	Iteration 91Q: 3 clusters Score -686994.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -686994.687500 Penalty: 4326.237793
	Iteration 92F: 3 clusters Score -686994.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Entering Unmasked Estep 
Score: -1976877.000000 Penalty: 2404.249756
	Iteration 0F: 2 clusters Score -1976877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1965267.875000 Penalty: 4808.499512
	Iteration 0F: 3 clusters Score -1965268 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1968963.625000 Penalty: 4808.499512
	Iteration 1F: 3 clusters Score -1968964 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1969289.500000 Penalty: 4808.499512
	Iteration 2F: 3 clusters Score -1969290 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1969518.625000 Penalty: 4808.499512
	Iteration 3Q: 3 clusters Score -1969519 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1969711.000000 Penalty: 4808.499512
	Iteration 4Q: 3 clusters Score -1969711 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1969902.250000 Penalty: 4808.499512
	Iteration 5Q: 3 clusters Score -1969902 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1970222.875000 Penalty: 4808.499512
	Iteration 6Q: 3 clusters Score -1970223 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1970762.500000 Penalty: 4808.499512
	Iteration 7Q: 3 clusters Score -1970762 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1971390.125000 Penalty: 4808.499512
	Iteration 8Q: 3 clusters Score -1971390 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1972081.500000 Penalty: 4808.499512
	Iteration 9F: 3 clusters Score -1972082 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1972778.750000 Penalty: 4808.499512
	Iteration 10F: 3 clusters Score -1972779 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1973415.375000 Penalty: 4808.499512
	Iteration 11F: 3 clusters Score -1973415 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1973956.500000 Penalty: 4808.499512
	Iteration 12F: 3 clusters Score -1973956 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1974359.125000 Penalty: 4808.499512
	Iteration 13Q: 3 clusters Score -1974359 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1974616.375000 Penalty: 4808.499512
	Iteration 14Q: 3 clusters Score -1974616 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1974778.000000 Penalty: 4808.499512
	Iteration 15Q: 3 clusters Score -1974778 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1974883.750000 Penalty: 4808.499512
	Iteration 16Q: 3 clusters Score -1974884 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1974953.750000 Penalty: 4808.499512
	Iteration 17Q: 3 clusters Score -1974954 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1975003.250000 Penalty: 4808.499512
	Iteration 18Q: 3 clusters Score -1975003 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1975047.375000 Penalty: 4808.499512
	Iteration 19Q: 3 clusters Score -1975047 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1975089.625000 Penalty: 4808.499512
	Iteration 20F: 3 clusters Score -1975090 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1975123.000000 Penalty: 4808.499512
	Iteration 21Q: 3 clusters Score -1975123 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1975153.125000 Penalty: 4808.499512
	Iteration 22Q: 3 clusters Score -1975153 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1975183.750000 Penalty: 4808.499512
	Iteration 23Q: 3 clusters Score -1975184 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1975209.000000 Penalty: 4808.499512
	Iteration 24Q: 3 clusters Score -1975209 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1975243.250000 Penalty: 4808.499512
	Iteration 25Q: 3 clusters Score -1975243 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1975283.500000 Penalty: 4808.499512
	Iteration 26Q: 3 clusters Score -1975284 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1975316.750000 Penalty: 4808.499512
	Iteration 27Q: 3 clusters Score -1975317 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1975340.875000 Penalty: 4808.499512
	Iteration 28Q: 3 clusters Score -1975341 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1975377.750000 Penalty: 4808.499512
	Iteration 29Q: 3 clusters Score -1975378 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1975407.250000 Penalty: 4808.499512
	Iteration 30Q: 3 clusters Score -1975407 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1975442.125000 Penalty: 4808.499512
	Iteration 31Q: 3 clusters Score -1975442 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1975486.625000 Penalty: 4808.499512
	Iteration 32Q: 3 clusters Score -1975487 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1975530.000000 Penalty: 4808.499512
	Iteration 33Q: 3 clusters Score -1975530 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1975589.875000 Penalty: 4808.499512
	Iteration 34Q: 3 clusters Score -1975590 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1975654.625000 Penalty: 4808.499512
	Iteration 35Q: 3 clusters Score -1975655 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1975720.375000 Penalty: 4808.499512
	Iteration 36Q: 3 clusters Score -1975720 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1975795.500000 Penalty: 4808.499512
	Iteration 37Q: 3 clusters Score -1975796 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1975876.875000 Penalty: 4808.499512
	Iteration 38Q: 3 clusters Score -1975877 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1975958.250000 Penalty: 4808.499512
	Iteration 39Q: 3 clusters Score -1975958 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1976046.625000 Penalty: 4808.499512
	Iteration 40F: 3 clusters Score -1976047 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1976140.750000 Penalty: 4808.499512
	Iteration 41Q: 3 clusters Score -1976141 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1976207.875000 Penalty: 4808.499512
	Iteration 42Q: 3 clusters Score -1976208 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1976274.250000 Penalty: 4808.499512
	Iteration 43Q: 3 clusters Score -1976274 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1976312.750000 Penalty: 4808.499512
	Iteration 44Q: 3 clusters Score -1976313 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1976347.875000 Penalty: 4808.499512
	Iteration 45Q: 3 clusters Score -1976348 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1976392.375000 Penalty: 4808.499512
	Iteration 46Q: 3 clusters Score -1976392 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1976423.625000 Penalty: 4808.499512
	Iteration 47Q: 3 clusters Score -1976424 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1976449.500000 Penalty: 4808.499512
	Iteration 48Q: 3 clusters Score -1976450 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1976478.500000 Penalty: 4808.499512
	Iteration 49Q: 3 clusters Score -1976478 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1976497.375000 Penalty: 4808.499512
	Iteration 50Q: 3 clusters Score -1976497 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1976506.250000 Penalty: 4808.499512
	Iteration 51Q: 3 clusters Score -1976506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1976514.500000 Penalty: 4808.499512
	Iteration 52Q: 3 clusters Score -1976514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1976521.875000 Penalty: 4808.499512
	Iteration 53Q: 3 clusters Score -1976522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -1976522.500000 Penalty: 4808.499512
	Iteration 54Q: 3 clusters Score -1976522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1976533.875000 Penalty: 4808.499512
	Iteration 55Q: 3 clusters Score -1976534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1976537.250000 Penalty: 4808.499512
	Iteration 56Q: 3 clusters Score -1976537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1976540.250000 Penalty: 4808.499512
	Iteration 57Q: 3 clusters Score -1976540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1976546.000000 Penalty: 4808.499512
	Iteration 58Q: 3 clusters Score -1976546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1976549.125000 Penalty: 4808.499512
	Iteration 59Q: 3 clusters Score -1976549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1976549.125000 Penalty: 4808.499512
	Iteration 60F: 3 clusters Score -1976549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1976550.625000 Penalty: 4808.499512
	Iteration 61Q: 3 clusters Score -1976551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1976553.750000 Penalty: 4808.499512
	Iteration 62Q: 3 clusters Score -1976554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1976553.375000 Penalty: 4808.499512
	Iteration 63Q: 3 clusters Score -1976553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1976554.250000 Penalty: 4808.499512
	Iteration 64Q: 3 clusters Score -1976554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1976556.250000 Penalty: 4808.499512
	Iteration 65Q: 3 clusters Score -1976556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1976556.625000 Penalty: 4808.499512
	Iteration 66Q: 3 clusters Score -1976557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1976556.125000 Penalty: 4808.499512
	Iteration 67Q: 3 clusters Score -1976556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1976557.500000 Penalty: 4808.499512
	Iteration 68Q: 3 clusters Score -1976558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1976557.000000 Penalty: 4808.499512
	Iteration 69Q: 3 clusters Score -1976557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1976558.000000 Penalty: 4808.499512
	Iteration 70Q: 3 clusters Score -1976558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -1976561.875000 Penalty: 4808.499512
	Iteration 71Q: 3 clusters Score -1976562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1976561.125000 Penalty: 4808.499512
	Iteration 72Q: 3 clusters Score -1976561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1976561.125000 Penalty: 4808.499512
	Iteration 73F: 3 clusters Score -1976561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (224504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224504 members 
Entering Unmasked Estep 
Score: -26737700.000000 Penalty: 3055.768799
	Iteration 0F: 2 clusters Score -2.67377e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112079 members 
Mstep: Class 2 contains 112425 members 
Entering Unmasked Estep 
Score: -26599992.000000 Penalty: 6111.537598
	Iteration 0F: 3 clusters Score -2.659999e+07 nChanged 108018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108303 members 
Mstep: Class 2 contains 116201 members 
Entering Unmasked Estep 
Score: -26662814.000000 Penalty: 6111.537598
	Iteration 1F: 3 clusters Score -2.666281e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105509 members 
Mstep: Class 2 contains 118995 members 
Entering Unmasked Estep 
Score: -26663760.000000 Penalty: 6111.537598
	Iteration 2Q: 3 clusters Score -2.666376e+07 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101138 members 
Mstep: Class 2 contains 123366 members 
Entering Unmasked Estep 
Score: -26665226.000000 Penalty: 6111.537598
	Iteration 3Q: 3 clusters Score -2.666523e+07 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94657 members 
Mstep: Class 2 contains 129847 members 
Entering Unmasked Estep 
Score: -26667646.000000 Penalty: 6111.537598
	Iteration 4Q: 3 clusters Score -2.666765e+07 nChanged 10839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85376 members 
Mstep: Class 2 contains 139128 members 
Entering Unmasked Estep 
Score: -26671442.000000 Penalty: 6111.537598
	Iteration 5Q: 3 clusters Score -2.667144e+07 nChanged 13600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72726 members 
Mstep: Class 2 contains 151778 members 
Entering Unmasked Estep 
Score: -26678206.000000 Penalty: 6111.537598
	Iteration 6F: 3 clusters Score -2.667821e+07 nChanged 16425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56889 members 
Mstep: Class 2 contains 167615 members 
Entering Unmasked Estep 
Score: -26689052.000000 Penalty: 6111.537598
	Iteration 7F: 3 clusters Score -2.668905e+07 nChanged 17450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 184701 members 
Entering Unmasked Estep 
Score: -26703490.000000 Penalty: 6111.537598
	Iteration 8F: 3 clusters Score -2.670349e+07 nChanged 15120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 199623 members 
Entering Unmasked Estep 
Score: -26721416.000000 Penalty: 6111.537598
	Iteration 9F: 3 clusters Score -2.672142e+07 nChanged 12119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 211718 members 
Entering Unmasked Estep 
Score: -26732874.000000 Penalty: 6111.537598
	Iteration 10F: 3 clusters Score -2.673287e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 219361 members 
Entering Unmasked Estep 
Score: -26735696.000000 Penalty: 6111.537598
	Iteration 11Q: 3 clusters Score -2.67357e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 222705 members 
Entering Unmasked Estep 
Score: -26735434.000000 Penalty: 6111.537598
	Iteration 12Q: 3 clusters Score -2.673543e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 223781 members 
Entering Unmasked Estep 
Score: -26735224.000000 Penalty: 6111.537598
	Iteration 13Q: 3 clusters Score -2.673522e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 224086 members 
Entering Unmasked Estep 
Score: -26735198.000000 Penalty: 6111.537598
	Iteration 14Q: 3 clusters Score -2.67352e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 224183 members 
Entering Unmasked Estep 
Score: -26735196.000000 Penalty: 6111.537598
	Iteration 15Q: 3 clusters Score -2.67352e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 224213 members 
Entering Unmasked Estep 
Score: -26735220.000000 Penalty: 6111.537598
	Iteration 16Q: 3 clusters Score -2.673522e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 224229 members 
Entering Unmasked Estep 
Score: -26735240.000000 Penalty: 6111.537598
	Iteration 17Q: 3 clusters Score -2.673524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 224241 members 
Entering Unmasked Estep 
Score: -26735242.000000 Penalty: 6111.537598
	Iteration 18Q: 3 clusters Score -2.673524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 224252 members 
Entering Unmasked Estep 
Score: -26735252.000000 Penalty: 6111.537598
	Iteration 19Q: 3 clusters Score -2.673525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 224255 members 
Entering Unmasked Estep 
Score: -26735268.000000 Penalty: 6111.537598
	Iteration 20F: 3 clusters Score -2.673527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 224260 members 
Entering Unmasked Estep 
Score: -26735254.000000 Penalty: 6111.537598
	Iteration 21Q: 3 clusters Score -2.673525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 224262 members 
Entering Unmasked Estep 
Score: -26735260.000000 Penalty: 6111.537598
	Iteration 22Q: 3 clusters Score -2.673526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 224263 members 
Entering Unmasked Estep 
Score: -26735246.000000 Penalty: 6111.537598
	Iteration 23Q: 3 clusters Score -2.673525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 224265 members 
Entering Unmasked Estep 
Score: -26735244.000000 Penalty: 6111.537598
	Iteration 24Q: 3 clusters Score -2.673524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 224266 members 
Entering Unmasked Estep 
Score: -26735252.000000 Penalty: 6111.537598
	Iteration 25Q: 3 clusters Score -2.673525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 224267 members 
Entering Unmasked Estep 
Score: -26735254.000000 Penalty: 6111.537598
	Iteration 26Q: 3 clusters Score -2.673525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 224268 members 
Entering Unmasked Estep 
Score: -26735244.000000 Penalty: 6111.537598
	Iteration 27Q: 3 clusters Score -2.673524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 224269 members 
Entering Unmasked Estep 
Score: -26735252.000000 Penalty: 6111.537598
	Iteration 28Q: 3 clusters Score -2.673525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 224268 members 
Entering Unmasked Estep 
Score: -26735244.000000 Penalty: 6111.537598
	Iteration 29Q: 3 clusters Score -2.673524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 224268 members 
Entering Unmasked Estep 
Score: -26735244.000000 Penalty: 6111.537598
	Iteration 30F: 3 clusters Score -2.673524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Entering Unmasked Estep 
Score: -2198098.250000 Penalty: 2431.761230
	Iteration 0F: 2 clusters Score -2198098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2185249.500000 Penalty: 4863.522461
	Iteration 0F: 3 clusters Score -2185250 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2189538.500000 Penalty: 4863.522461
	Iteration 1F: 3 clusters Score -2189538 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2190080.000000 Penalty: 4863.522461
	Iteration 2F: 3 clusters Score -2190080 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2190634.500000 Penalty: 4863.522461
	Iteration 3F: 3 clusters Score -2190634 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2191208.000000 Penalty: 4863.522461
	Iteration 4F: 3 clusters Score -2191208 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2191853.000000 Penalty: 4863.522461
	Iteration 5F: 3 clusters Score -2191853 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2192606.250000 Penalty: 4863.522461
	Iteration 6F: 3 clusters Score -2192606 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2193426.500000 Penalty: 4863.522461
	Iteration 7F: 3 clusters Score -2193426 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2194299.750000 Penalty: 4863.522461
	Iteration 8F: 3 clusters Score -2194300 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -2195002.500000 Penalty: 4863.522461
	Iteration 9Q: 3 clusters Score -2195002 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2195341.750000 Penalty: 4863.522461
	Iteration 10Q: 3 clusters Score -2195342 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -2195473.750000 Penalty: 4863.522461
	Iteration 11Q: 3 clusters Score -2195474 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2195539.250000 Penalty: 4863.522461
	Iteration 12Q: 3 clusters Score -2195539 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2195577.750000 Penalty: 4863.522461
	Iteration 13Q: 3 clusters Score -2195578 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2195607.500000 Penalty: 4863.522461
	Iteration 14Q: 3 clusters Score -2195608 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2195628.250000 Penalty: 4863.522461
	Iteration 15Q: 3 clusters Score -2195628 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2195645.750000 Penalty: 4863.522461
	Iteration 16Q: 3 clusters Score -2195646 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2195655.250000 Penalty: 4863.522461
	Iteration 17Q: 3 clusters Score -2195655 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2195672.000000 Penalty: 4863.522461
	Iteration 18Q: 3 clusters Score -2195672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2195687.250000 Penalty: 4863.522461
	Iteration 19Q: 3 clusters Score -2195687 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2195695.500000 Penalty: 4863.522461
	Iteration 20F: 3 clusters Score -2195696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2195711.250000 Penalty: 4863.522461
	Iteration 21Q: 3 clusters Score -2195711 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2195711.500000 Penalty: 4863.522461
	Iteration 22Q: 3 clusters Score -2195712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2195721.750000 Penalty: 4863.522461
	Iteration 23Q: 3 clusters Score -2195722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2195733.750000 Penalty: 4863.522461
	Iteration 24Q: 3 clusters Score -2195734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2195742.250000 Penalty: 4863.522461
	Iteration 25Q: 3 clusters Score -2195742 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2195756.750000 Penalty: 4863.522461
	Iteration 26Q: 3 clusters Score -2195757 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2195770.250000 Penalty: 4863.522461
	Iteration 27Q: 3 clusters Score -2195770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2195777.750000 Penalty: 4863.522461
	Iteration 28Q: 3 clusters Score -2195778 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2195784.000000 Penalty: 4863.522461
	Iteration 29Q: 3 clusters Score -2195784 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2195792.750000 Penalty: 4863.522461
	Iteration 30Q: 3 clusters Score -2195793 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2195808.750000 Penalty: 4863.522461
	Iteration 31Q: 3 clusters Score -2195809 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2195815.500000 Penalty: 4863.522461
	Iteration 32Q: 3 clusters Score -2195816 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2195824.000000 Penalty: 4863.522461
	Iteration 33Q: 3 clusters Score -2195824 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2195836.750000 Penalty: 4863.522461
	Iteration 34Q: 3 clusters Score -2195837 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2195845.250000 Penalty: 4863.522461
	Iteration 35Q: 3 clusters Score -2195845 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2195852.750000 Penalty: 4863.522461
	Iteration 36Q: 3 clusters Score -2195853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2195863.500000 Penalty: 4863.522461
	Iteration 37Q: 3 clusters Score -2195864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2195874.250000 Penalty: 4863.522461
	Iteration 38Q: 3 clusters Score -2195874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -2195885.500000 Penalty: 4863.522461
	Iteration 39Q: 3 clusters Score -2195886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2195896.500000 Penalty: 4863.522461
	Iteration 40F: 3 clusters Score -2195896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2195900.500000 Penalty: 4863.522461
	Iteration 41Q: 3 clusters Score -2195900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2195906.500000 Penalty: 4863.522461
	Iteration 42Q: 3 clusters Score -2195906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2195910.750000 Penalty: 4863.522461
	Iteration 43Q: 3 clusters Score -2195911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2195919.000000 Penalty: 4863.522461
	Iteration 44Q: 3 clusters Score -2195919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2195927.750000 Penalty: 4863.522461
	Iteration 45Q: 3 clusters Score -2195928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2195930.000000 Penalty: 4863.522461
	Iteration 46Q: 3 clusters Score -2195930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2195934.250000 Penalty: 4863.522461
	Iteration 47Q: 3 clusters Score -2195934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2195937.500000 Penalty: 4863.522461
	Iteration 48Q: 3 clusters Score -2195938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2195941.750000 Penalty: 4863.522461
	Iteration 49Q: 3 clusters Score -2195942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2195947.750000 Penalty: 4863.522461
	Iteration 50Q: 3 clusters Score -2195948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2195960.000000 Penalty: 4863.522461
	Iteration 51Q: 3 clusters Score -2195960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2195966.500000 Penalty: 4863.522461
	Iteration 52Q: 3 clusters Score -2195966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2195972.750000 Penalty: 4863.522461
	Iteration 53Q: 3 clusters Score -2195973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2195975.250000 Penalty: 4863.522461
	Iteration 54Q: 3 clusters Score -2195975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2195989.250000 Penalty: 4863.522461
	Iteration 55Q: 3 clusters Score -2195989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2195994.250000 Penalty: 4863.522461
	Iteration 56Q: 3 clusters Score -2195994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2195996.000000 Penalty: 4863.522461
	Iteration 57Q: 3 clusters Score -2195996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2195998.500000 Penalty: 4863.522461
	Iteration 58Q: 3 clusters Score -2195998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2195996.750000 Penalty: 4863.522461
	Iteration 59Q: 3 clusters Score -2195997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2195995.750000 Penalty: 4863.522461
	Iteration 60F: 3 clusters Score -2195996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (102561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102561 members 
Entering Unmasked Estep 
Score: -12286298.000000 Penalty: 2861.476807
	Iteration 0F: 2 clusters Score -1.22863e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51205 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -12217854.000000 Penalty: 5722.953613
	Iteration 0F: 3 clusters Score -1.221785e+07 nChanged 48657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -12245635.000000 Penalty: 5722.953613
	Iteration 1F: 3 clusters Score -1.224564e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -12246458.000000 Penalty: 5722.953613
	Iteration 2Q: 3 clusters Score -1.224646e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -12247629.000000 Penalty: 5722.953613
	Iteration 3Q: 3 clusters Score -1.224763e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 57731 members 
Entering Unmasked Estep 
Score: -12249204.000000 Penalty: 5722.953613
	Iteration 4Q: 3 clusters Score -1.22492e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 61189 members 
Entering Unmasked Estep 
Score: -12251632.000000 Penalty: 5722.953613
	Iteration 5Q: 3 clusters Score -1.225163e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 65986 members 
Entering Unmasked Estep 
Score: -12255505.000000 Penalty: 5722.953613
	Iteration 6F: 3 clusters Score -1.22555e+07 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 72153 members 
Entering Unmasked Estep 
Score: -12261169.000000 Penalty: 5722.953613
	Iteration 7F: 3 clusters Score -1.226117e+07 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 78805 members 
Entering Unmasked Estep 
Score: -12268059.000000 Penalty: 5722.953613
	Iteration 8F: 3 clusters Score -1.226806e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 84358 members 
Entering Unmasked Estep 
Score: -12274654.000000 Penalty: 5722.953613
	Iteration 9F: 3 clusters Score -1.227465e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 87706 members 
Entering Unmasked Estep 
Score: -12278918.000000 Penalty: 5722.953613
	Iteration 10Q: 3 clusters Score -1.227892e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 89476 members 
Entering Unmasked Estep 
Score: -12280788.000000 Penalty: 5722.953613
	Iteration 11Q: 3 clusters Score -1.228079e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 90750 members 
Entering Unmasked Estep 
Score: -12281521.000000 Penalty: 5722.953613
	Iteration 12Q: 3 clusters Score -1.228152e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 91843 members 
Entering Unmasked Estep 
Score: -12282036.000000 Penalty: 5722.953613
	Iteration 13Q: 3 clusters Score -1.228204e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 92801 members 
Entering Unmasked Estep 
Score: -12282428.000000 Penalty: 5722.953613
	Iteration 14Q: 3 clusters Score -1.228243e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 93632 members 
Entering Unmasked Estep 
Score: -12282671.000000 Penalty: 5722.953613
	Iteration 15Q: 3 clusters Score -1.228267e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 94365 members 
Entering Unmasked Estep 
Score: -12282959.000000 Penalty: 5722.953613
	Iteration 16Q: 3 clusters Score -1.228296e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 95011 members 
Entering Unmasked Estep 
Score: -12283115.000000 Penalty: 5722.953613
	Iteration 17Q: 3 clusters Score -1.228312e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 95558 members 
Entering Unmasked Estep 
Score: -12283261.000000 Penalty: 5722.953613
	Iteration 18Q: 3 clusters Score -1.228326e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 96072 members 
Entering Unmasked Estep 
Score: -12283388.000000 Penalty: 5722.953613
	Iteration 19Q: 3 clusters Score -1.228339e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 96530 members 
Entering Unmasked Estep 
Score: -12283467.000000 Penalty: 5722.953613
	Iteration 20F: 3 clusters Score -1.228347e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 96953 members 
Entering Unmasked Estep 
Score: -12283557.000000 Penalty: 5722.953613
	Iteration 21Q: 3 clusters Score -1.228356e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 97340 members 
Entering Unmasked Estep 
Score: -12283662.000000 Penalty: 5722.953613
	Iteration 22Q: 3 clusters Score -1.228366e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 97699 members 
Entering Unmasked Estep 
Score: -12283753.000000 Penalty: 5722.953613
	Iteration 23Q: 3 clusters Score -1.228375e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 98048 members 
Entering Unmasked Estep 
Score: -12283801.000000 Penalty: 5722.953613
	Iteration 24Q: 3 clusters Score -1.22838e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 98339 members 
Entering Unmasked Estep 
Score: -12283902.000000 Penalty: 5722.953613
	Iteration 25Q: 3 clusters Score -1.22839e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 98581 members 
Entering Unmasked Estep 
Score: -12283951.000000 Penalty: 5722.953613
	Iteration 26Q: 3 clusters Score -1.228395e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 98795 members 
Entering Unmasked Estep 
Score: -12283991.000000 Penalty: 5722.953613
	Iteration 27Q: 3 clusters Score -1.228399e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 98987 members 
Entering Unmasked Estep 
Score: -12284026.000000 Penalty: 5722.953613
	Iteration 28Q: 3 clusters Score -1.228403e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 99156 members 
Entering Unmasked Estep 
Score: -12284043.000000 Penalty: 5722.953613
	Iteration 29Q: 3 clusters Score -1.228404e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 99320 members 
Entering Unmasked Estep 
Score: -12284098.000000 Penalty: 5722.953613
	Iteration 30Q: 3 clusters Score -1.22841e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 99498 members 
Entering Unmasked Estep 
Score: -12284149.000000 Penalty: 5722.953613
	Iteration 31Q: 3 clusters Score -1.228415e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 99640 members 
Entering Unmasked Estep 
Score: -12284161.000000 Penalty: 5722.953613
	Iteration 32Q: 3 clusters Score -1.228416e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 99757 members 
Entering Unmasked Estep 
Score: -12284185.000000 Penalty: 5722.953613
	Iteration 33Q: 3 clusters Score -1.228418e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 99860 members 
Entering Unmasked Estep 
Score: -12284192.000000 Penalty: 5722.953613
	Iteration 34Q: 3 clusters Score -1.228419e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 99935 members 
Entering Unmasked Estep 
Score: -12284209.000000 Penalty: 5722.953613
	Iteration 35Q: 3 clusters Score -1.228421e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 100015 members 
Entering Unmasked Estep 
Score: -12284193.000000 Penalty: 5722.953613
	Iteration 36Q: 3 clusters Score -1.228419e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 100078 members 
Entering Unmasked Estep 
Score: -12284205.000000 Penalty: 5722.953613
	Iteration 37Q: 3 clusters Score -1.22842e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 100134 members 
Entering Unmasked Estep 
Score: -12284187.000000 Penalty: 5722.953613
	Iteration 38Q: 3 clusters Score -1.228419e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 100187 members 
Entering Unmasked Estep 
Score: -12284193.000000 Penalty: 5722.953613
	Iteration 39Q: 3 clusters Score -1.228419e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 100234 members 
Entering Unmasked Estep 
Score: -12284207.000000 Penalty: 5722.953613
	Iteration 40F: 3 clusters Score -1.228421e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 100288 members 
Entering Unmasked Estep 
Score: -12284201.000000 Penalty: 5722.953613
	Iteration 41Q: 3 clusters Score -1.22842e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 100326 members 
Entering Unmasked Estep 
Score: -12284218.000000 Penalty: 5722.953613
	Iteration 42Q: 3 clusters Score -1.228422e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 100356 members 
Entering Unmasked Estep 
Score: -12284238.000000 Penalty: 5722.953613
	Iteration 43Q: 3 clusters Score -1.228424e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 100394 members 
Entering Unmasked Estep 
Score: -12284269.000000 Penalty: 5722.953613
	Iteration 44Q: 3 clusters Score -1.228427e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 100427 members 
Entering Unmasked Estep 
Score: -12284292.000000 Penalty: 5722.953613
	Iteration 45Q: 3 clusters Score -1.228429e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 100454 members 
Entering Unmasked Estep 
Score: -12284296.000000 Penalty: 5722.953613
	Iteration 46Q: 3 clusters Score -1.22843e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 100474 members 
Entering Unmasked Estep 
Score: -12284304.000000 Penalty: 5722.953613
	Iteration 47Q: 3 clusters Score -1.22843e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 100493 members 
Entering Unmasked Estep 
Score: -12284303.000000 Penalty: 5722.953613
	Iteration 48Q: 3 clusters Score -1.22843e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 100509 members 
Entering Unmasked Estep 
Score: -12284294.000000 Penalty: 5722.953613
	Iteration 49Q: 3 clusters Score -1.228429e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 100524 members 
Entering Unmasked Estep 
Score: -12284294.000000 Penalty: 5722.953613
	Iteration 50Q: 3 clusters Score -1.228429e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 100544 members 
Entering Unmasked Estep 
Score: -12284292.000000 Penalty: 5722.953613
	Iteration 51Q: 3 clusters Score -1.228429e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 100562 members 
Entering Unmasked Estep 
Score: -12284300.000000 Penalty: 5722.953613
	Iteration 52Q: 3 clusters Score -1.22843e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 100575 members 
Entering Unmasked Estep 
Score: -12284299.000000 Penalty: 5722.953613
	Iteration 53Q: 3 clusters Score -1.22843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 100586 members 
Entering Unmasked Estep 
Score: -12284308.000000 Penalty: 5722.953613
	Iteration 54Q: 3 clusters Score -1.228431e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 100595 members 
Entering Unmasked Estep 
Score: -12284309.000000 Penalty: 5722.953613
	Iteration 55Q: 3 clusters Score -1.228431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 100605 members 
Entering Unmasked Estep 
Score: -12284312.000000 Penalty: 5722.953613
	Iteration 56Q: 3 clusters Score -1.228431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 100612 members 
Entering Unmasked Estep 
Score: -12284315.000000 Penalty: 5722.953613
	Iteration 57Q: 3 clusters Score -1.228432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 100616 members 
Entering Unmasked Estep 
Score: -12284314.000000 Penalty: 5722.953613
	Iteration 58Q: 3 clusters Score -1.228431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 100623 members 
Entering Unmasked Estep 
Score: -12284320.000000 Penalty: 5722.953613
	Iteration 59Q: 3 clusters Score -1.228432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 100625 members 
Entering Unmasked Estep 
Score: -12284322.000000 Penalty: 5722.953613
	Iteration 60F: 3 clusters Score -1.228432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 100628 members 
Entering Unmasked Estep 
Score: -12284319.000000 Penalty: 5722.953613
	Iteration 61Q: 3 clusters Score -1.228432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 100628 members 
Entering Unmasked Estep 
Score: -12284319.000000 Penalty: 5722.953613
	Iteration 62F: 3 clusters Score -1.228432e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Entering Unmasked Estep 
Score: -4737037.000000 Penalty: 2622.974121
	Iteration 0F: 2 clusters Score -4737037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -4710403.500000 Penalty: 5245.948242
	Iteration 0F: 3 clusters Score -4710404 nChanged 18016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -4720355.000000 Penalty: 5245.948242
	Iteration 1F: 3 clusters Score -4720355 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -4721074.000000 Penalty: 5245.948242
	Iteration 2Q: 3 clusters Score -4721074 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -4722086.000000 Penalty: 5245.948242
	Iteration 3Q: 3 clusters Score -4722086 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -4723448.500000 Penalty: 5245.948242
	Iteration 4F: 3 clusters Score -4723448 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -4725132.000000 Penalty: 5245.948242
	Iteration 5F: 3 clusters Score -4725132 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -4727165.000000 Penalty: 5245.948242
	Iteration 6F: 3 clusters Score -4727165 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -4729764.000000 Penalty: 5245.948242
	Iteration 7F: 3 clusters Score -4729764 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -4732587.000000 Penalty: 5245.948242
	Iteration 8F: 3 clusters Score -4732587 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -4734808.500000 Penalty: 5245.948242
	Iteration 9F: 3 clusters Score -4734808 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -4735686.000000 Penalty: 5245.948242
	Iteration 10Q: 3 clusters Score -4735686 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -4735998.000000 Penalty: 5245.948242
	Iteration 11Q: 3 clusters Score -4735998 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -4736160.500000 Penalty: 5245.948242
	Iteration 12Q: 3 clusters Score -4736160 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -4736247.000000 Penalty: 5245.948242
	Iteration 13Q: 3 clusters Score -4736247 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -4736298.500000 Penalty: 5245.948242
	Iteration 14Q: 3 clusters Score -4736298 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -4736374.500000 Penalty: 5245.948242
	Iteration 15Q: 3 clusters Score -4736374 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -4736418.500000 Penalty: 5245.948242
	Iteration 16Q: 3 clusters Score -4736418 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -4736447.500000 Penalty: 5245.948242
	Iteration 17Q: 3 clusters Score -4736448 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -4736477.000000 Penalty: 5245.948242
	Iteration 18Q: 3 clusters Score -4736477 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -4736510.000000 Penalty: 5245.948242
	Iteration 19Q: 3 clusters Score -4736510 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -4736538.000000 Penalty: 5245.948242
	Iteration 20F: 3 clusters Score -4736538 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -4736567.500000 Penalty: 5245.948242
	Iteration 21Q: 3 clusters Score -4736568 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -4736596.500000 Penalty: 5245.948242
	Iteration 22Q: 3 clusters Score -4736596 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -4736623.500000 Penalty: 5245.948242
	Iteration 23Q: 3 clusters Score -4736624 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -4736642.000000 Penalty: 5245.948242
	Iteration 24Q: 3 clusters Score -4736642 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -4736655.000000 Penalty: 5245.948242
	Iteration 25Q: 3 clusters Score -4736655 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -4736659.500000 Penalty: 5245.948242
	Iteration 26Q: 3 clusters Score -4736660 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -4736699.000000 Penalty: 5245.948242
	Iteration 27Q: 3 clusters Score -4736699 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -4736716.000000 Penalty: 5245.948242
	Iteration 28Q: 3 clusters Score -4736716 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -4736714.000000 Penalty: 5245.948242
	Iteration 29Q: 3 clusters Score -4736714 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -4736719.000000 Penalty: 5245.948242
	Iteration 30Q: 3 clusters Score -4736719 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -4736730.000000 Penalty: 5245.948242
	Iteration 31Q: 3 clusters Score -4736730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -4736732.500000 Penalty: 5245.948242
	Iteration 32Q: 3 clusters Score -4736732 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -4736734.000000 Penalty: 5245.948242
	Iteration 33Q: 3 clusters Score -4736734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -4736737.000000 Penalty: 5245.948242
	Iteration 34Q: 3 clusters Score -4736737 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -4736738.000000 Penalty: 5245.948242
	Iteration 35Q: 3 clusters Score -4736738 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -4736741.000000 Penalty: 5245.948242
	Iteration 36Q: 3 clusters Score -4736741 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -4736745.500000 Penalty: 5245.948242
	Iteration 37Q: 3 clusters Score -4736746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -4736747.000000 Penalty: 5245.948242
	Iteration 38Q: 3 clusters Score -4736747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -4736750.000000 Penalty: 5245.948242
	Iteration 39Q: 3 clusters Score -4736750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -4736744.500000 Penalty: 5245.948242
	Iteration 40F: 3 clusters Score -4736744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -4736755.500000 Penalty: 5245.948242
	Iteration 41Q: 3 clusters Score -4736756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -4736752.000000 Penalty: 5245.948242
	Iteration 42Q: 3 clusters Score -4736752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -4736763.000000 Penalty: 5245.948242
	Iteration 43Q: 3 clusters Score -4736763 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -4736748.500000 Penalty: 5245.948242
	Iteration 44Q: 3 clusters Score -4736748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -4736756.000000 Penalty: 5245.948242
	Iteration 45Q: 3 clusters Score -4736756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -4736757.500000 Penalty: 5245.948242
	Iteration 46Q: 3 clusters Score -4736758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -4736765.000000 Penalty: 5245.948242
	Iteration 47Q: 3 clusters Score -4736765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -4736760.000000 Penalty: 5245.948242
	Iteration 48Q: 3 clusters Score -4736760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -4736765.500000 Penalty: 5245.948242
	Iteration 49Q: 3 clusters Score -4736766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -4736773.000000 Penalty: 5245.948242
	Iteration 50Q: 3 clusters Score -4736773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -4736780.000000 Penalty: 5245.948242
	Iteration 51Q: 3 clusters Score -4736780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -4736788.500000 Penalty: 5245.948242
	Iteration 52Q: 3 clusters Score -4736788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -4736784.000000 Penalty: 5245.948242
	Iteration 53Q: 3 clusters Score -4736784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -4736781.500000 Penalty: 5245.948242
	Iteration 54Q: 3 clusters Score -4736782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -4736790.000000 Penalty: 5245.948242
	Iteration 55Q: 3 clusters Score -4736790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -4736776.500000 Penalty: 5245.948242
	Iteration 56Q: 3 clusters Score -4736776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -4736802.000000 Penalty: 5245.948242
	Iteration 57Q: 3 clusters Score -4736802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -4736807.000000 Penalty: 5245.948242
	Iteration 58Q: 3 clusters Score -4736807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -4736807.500000 Penalty: 5245.948242
	Iteration 59Q: 3 clusters Score -4736808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -4736805.000000 Penalty: 5245.948242
	Iteration 60F: 3 clusters Score -4736805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -4736804.000000 Penalty: 5245.948242
	Iteration 61Q: 3 clusters Score -4736804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -4736809.000000 Penalty: 5245.948242
	Iteration 62Q: 3 clusters Score -4736809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -4736807.000000 Penalty: 5245.948242
	Iteration 63Q: 3 clusters Score -4736807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -4736799.000000 Penalty: 5245.948242
	Iteration 64Q: 3 clusters Score -4736799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -4736806.000000 Penalty: 5245.948242
	Iteration 65Q: 3 clusters Score -4736806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -4736802.000000 Penalty: 5245.948242
	Iteration 66Q: 3 clusters Score -4736802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -4736796.000000 Penalty: 5245.948242
	Iteration 67Q: 3 clusters Score -4736796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -4736798.500000 Penalty: 5245.948242
	Iteration 68Q: 3 clusters Score -4736798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -4736799.000000 Penalty: 5245.948242
	Iteration 69Q: 3 clusters Score -4736799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -4736801.500000 Penalty: 5245.948242
	Iteration 70Q: 3 clusters Score -4736802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -4736804.500000 Penalty: 5245.948242
	Iteration 71Q: 3 clusters Score -4736804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -4736805.500000 Penalty: 5245.948242
	Iteration 72Q: 3 clusters Score -4736806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -4736802.500000 Penalty: 5245.948242
	Iteration 73Q: 3 clusters Score -4736802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -4736808.500000 Penalty: 5245.948242
	Iteration 74Q: 3 clusters Score -4736808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -4736811.000000 Penalty: 5245.948242
	Iteration 75Q: 3 clusters Score -4736811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -4736811.500000 Penalty: 5245.948242
	Iteration 76Q: 3 clusters Score -4736812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -4736814.500000 Penalty: 5245.948242
	Iteration 77Q: 3 clusters Score -4736814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -4736814.500000 Penalty: 5245.948242
	Iteration 78F: 3 clusters Score -4736814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Entering Unmasked Estep 
Score: -4190524.000000 Penalty: 2593.670654
	Iteration 0F: 2 clusters Score -4190524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -4166978.250000 Penalty: 5187.341309
	Iteration 0F: 3 clusters Score -4166978 nChanged 15829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -4175689.250000 Penalty: 5187.341309
	Iteration 1F: 3 clusters Score -4175689 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -4176634.750000 Penalty: 5187.341309
	Iteration 2F: 3 clusters Score -4176635 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -4177843.500000 Penalty: 5187.341309
	Iteration 3F: 3 clusters Score -4177844 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -4179419.000000 Penalty: 5187.341309
	Iteration 4F: 3 clusters Score -4179419 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -4181069.000000 Penalty: 5187.341309
	Iteration 5F: 3 clusters Score -4181069 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -4182506.500000 Penalty: 5187.341309
	Iteration 6F: 3 clusters Score -4182506 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -4183861.500000 Penalty: 5187.341309
	Iteration 7F: 3 clusters Score -4183862 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -4184975.000000 Penalty: 5187.341309
	Iteration 8F: 3 clusters Score -4184975 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -4185831.750000 Penalty: 5187.341309
	Iteration 9Q: 3 clusters Score -4185832 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -4186407.500000 Penalty: 5187.341309
	Iteration 10Q: 3 clusters Score -4186408 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -4186713.250000 Penalty: 5187.341309
	Iteration 11Q: 3 clusters Score -4186713 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -4186881.500000 Penalty: 5187.341309
	Iteration 12Q: 3 clusters Score -4186882 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -4186969.750000 Penalty: 5187.341309
	Iteration 13Q: 3 clusters Score -4186970 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -4187051.000000 Penalty: 5187.341309
	Iteration 14Q: 3 clusters Score -4187051 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -4187081.250000 Penalty: 5187.341309
	Iteration 15Q: 3 clusters Score -4187081 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -4187136.000000 Penalty: 5187.341309
	Iteration 16Q: 3 clusters Score -4187136 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -4187168.750000 Penalty: 5187.341309
	Iteration 17Q: 3 clusters Score -4187169 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -4187205.250000 Penalty: 5187.341309
	Iteration 18Q: 3 clusters Score -4187205 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -4187233.250000 Penalty: 5187.341309
	Iteration 19Q: 3 clusters Score -4187233 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -4187283.500000 Penalty: 5187.341309
	Iteration 20F: 3 clusters Score -4187284 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -4187302.000000 Penalty: 5187.341309
	Iteration 21Q: 3 clusters Score -4187302 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -4187317.750000 Penalty: 5187.341309
	Iteration 22Q: 3 clusters Score -4187318 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -4187340.000000 Penalty: 5187.341309
	Iteration 23Q: 3 clusters Score -4187340 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -4187362.000000 Penalty: 5187.341309
	Iteration 24Q: 3 clusters Score -4187362 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -4187394.000000 Penalty: 5187.341309
	Iteration 25Q: 3 clusters Score -4187394 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -4187419.250000 Penalty: 5187.341309
	Iteration 26Q: 3 clusters Score -4187419 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -4187442.750000 Penalty: 5187.341309
	Iteration 27Q: 3 clusters Score -4187443 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -4187451.750000 Penalty: 5187.341309
	Iteration 28Q: 3 clusters Score -4187452 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -4187492.500000 Penalty: 5187.341309
	Iteration 29Q: 3 clusters Score -4187492 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -4187523.500000 Penalty: 5187.341309
	Iteration 30Q: 3 clusters Score -4187524 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -4187553.750000 Penalty: 5187.341309
	Iteration 31Q: 3 clusters Score -4187554 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -4187582.500000 Penalty: 5187.341309
	Iteration 32Q: 3 clusters Score -4187582 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -4187608.500000 Penalty: 5187.341309
	Iteration 33Q: 3 clusters Score -4187608 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -4187638.750000 Penalty: 5187.341309
	Iteration 34Q: 3 clusters Score -4187639 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -4187671.000000 Penalty: 5187.341309
	Iteration 35Q: 3 clusters Score -4187671 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -4187705.250000 Penalty: 5187.341309
	Iteration 36Q: 3 clusters Score -4187705 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -4187738.000000 Penalty: 5187.341309
	Iteration 37Q: 3 clusters Score -4187738 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -4187750.500000 Penalty: 5187.341309
	Iteration 38Q: 3 clusters Score -4187750 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -4187758.750000 Penalty: 5187.341309
	Iteration 39Q: 3 clusters Score -4187759 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -4187808.500000 Penalty: 5187.341309
	Iteration 40F: 3 clusters Score -4187808 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -4187840.250000 Penalty: 5187.341309
	Iteration 41Q: 3 clusters Score -4187840 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -4187887.750000 Penalty: 5187.341309
	Iteration 42Q: 3 clusters Score -4187888 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -4187924.250000 Penalty: 5187.341309
	Iteration 43Q: 3 clusters Score -4187924 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -4187967.000000 Penalty: 5187.341309
	Iteration 44Q: 3 clusters Score -4187967 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -4188011.000000 Penalty: 5187.341309
	Iteration 45Q: 3 clusters Score -4188011 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -4188030.500000 Penalty: 5187.341309
	Iteration 46Q: 3 clusters Score -4188030 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -4188068.750000 Penalty: 5187.341309
	Iteration 47Q: 3 clusters Score -4188069 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -4188103.750000 Penalty: 5187.341309
	Iteration 48Q: 3 clusters Score -4188104 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -4188135.500000 Penalty: 5187.341309
	Iteration 49Q: 3 clusters Score -4188136 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -4188157.250000 Penalty: 5187.341309
	Iteration 50Q: 3 clusters Score -4188157 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -4188188.250000 Penalty: 5187.341309
	Iteration 51Q: 3 clusters Score -4188188 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -4188205.750000 Penalty: 5187.341309
	Iteration 52Q: 3 clusters Score -4188206 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -4188241.000000 Penalty: 5187.341309
	Iteration 53Q: 3 clusters Score -4188241 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -4188263.250000 Penalty: 5187.341309
	Iteration 54Q: 3 clusters Score -4188263 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -4188290.000000 Penalty: 5187.341309
	Iteration 55Q: 3 clusters Score -4188290 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -4188316.500000 Penalty: 5187.341309
	Iteration 56Q: 3 clusters Score -4188316 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -4188327.250000 Penalty: 5187.341309
	Iteration 57Q: 3 clusters Score -4188327 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -4188340.750000 Penalty: 5187.341309
	Iteration 58Q: 3 clusters Score -4188341 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -4188360.000000 Penalty: 5187.341309
	Iteration 59Q: 3 clusters Score -4188360 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -4188381.500000 Penalty: 5187.341309
	Iteration 60F: 3 clusters Score -4188382 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -4188405.500000 Penalty: 5187.341309
	Iteration 61Q: 3 clusters Score -4188406 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -4188435.000000 Penalty: 5187.341309
	Iteration 62Q: 3 clusters Score -4188435 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -4188449.750000 Penalty: 5187.341309
	Iteration 63Q: 3 clusters Score -4188450 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -4188488.250000 Penalty: 5187.341309
	Iteration 64Q: 3 clusters Score -4188488 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -4188506.500000 Penalty: 5187.341309
	Iteration 65Q: 3 clusters Score -4188506 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -4188533.000000 Penalty: 5187.341309
	Iteration 66Q: 3 clusters Score -4188533 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -4188553.250000 Penalty: 5187.341309
	Iteration 67Q: 3 clusters Score -4188553 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -4188581.250000 Penalty: 5187.341309
	Iteration 68Q: 3 clusters Score -4188581 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -4188595.250000 Penalty: 5187.341309
	Iteration 69Q: 3 clusters Score -4188595 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -4188610.250000 Penalty: 5187.341309
	Iteration 70Q: 3 clusters Score -4188610 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -4188633.000000 Penalty: 5187.341309
	Iteration 71Q: 3 clusters Score -4188633 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -4188647.000000 Penalty: 5187.341309
	Iteration 72Q: 3 clusters Score -4188647 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -4188668.000000 Penalty: 5187.341309
	Iteration 73Q: 3 clusters Score -4188668 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -4188673.250000 Penalty: 5187.341309
	Iteration 74Q: 3 clusters Score -4188673 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4188697.500000 Penalty: 5187.341309
	Iteration 75Q: 3 clusters Score -4188698 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -4188711.750000 Penalty: 5187.341309
	Iteration 76Q: 3 clusters Score -4188712 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -4188722.500000 Penalty: 5187.341309
	Iteration 77Q: 3 clusters Score -4188722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -4188730.750000 Penalty: 5187.341309
	Iteration 78Q: 3 clusters Score -4188731 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -4188743.250000 Penalty: 5187.341309
	Iteration 79Q: 3 clusters Score -4188743 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4188743.250000 Penalty: 5187.341309
	Iteration 80F: 3 clusters Score -4188743 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -4188758.000000 Penalty: 5187.341309
	Iteration 81Q: 3 clusters Score -4188758 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4188772.250000 Penalty: 5187.341309
	Iteration 82Q: 3 clusters Score -4188772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -4188790.750000 Penalty: 5187.341309
	Iteration 83Q: 3 clusters Score -4188791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -4188796.000000 Penalty: 5187.341309
	Iteration 84Q: 3 clusters Score -4188796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4188804.000000 Penalty: 5187.341309
	Iteration 85Q: 3 clusters Score -4188804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4188816.250000 Penalty: 5187.341309
	Iteration 86Q: 3 clusters Score -4188816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -4188820.250000 Penalty: 5187.341309
	Iteration 87Q: 3 clusters Score -4188820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4188830.000000 Penalty: 5187.341309
	Iteration 88Q: 3 clusters Score -4188830 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4188833.750000 Penalty: 5187.341309
	Iteration 89Q: 3 clusters Score -4188834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4188831.500000 Penalty: 5187.341309
	Iteration 90Q: 3 clusters Score -4188832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4188838.500000 Penalty: 5187.341309
	Iteration 91Q: 3 clusters Score -4188838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4188834.500000 Penalty: 5187.341309
	Iteration 92Q: 3 clusters Score -4188834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4188837.500000 Penalty: 5187.341309
	Iteration 93Q: 3 clusters Score -4188838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4188836.250000 Penalty: 5187.341309
	Iteration 94Q: 3 clusters Score -4188836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4188839.000000 Penalty: 5187.341309
	Iteration 95Q: 3 clusters Score -4188839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4188846.250000 Penalty: 5187.341309
	Iteration 96Q: 3 clusters Score -4188846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4188845.500000 Penalty: 5187.341309
	Iteration 97Q: 3 clusters Score -4188846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4188845.750000 Penalty: 5187.341309
	Iteration 98Q: 3 clusters Score -4188846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4188846.250000 Penalty: 5187.341309
	Iteration 99Q: 3 clusters Score -4188846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4188847.000000 Penalty: 5187.341309
	Iteration 100F: 3 clusters Score -4188847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4188851.000000 Penalty: 5187.341309
	Iteration 101Q: 3 clusters Score -4188851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4188847.750000 Penalty: 5187.341309
	Iteration 102Q: 3 clusters Score -4188848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4188848.250000 Penalty: 5187.341309
	Iteration 103Q: 3 clusters Score -4188848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4188854.000000 Penalty: 5187.341309
	Iteration 104Q: 3 clusters Score -4188854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4188855.000000 Penalty: 5187.341309
	Iteration 105Q: 3 clusters Score -4188855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4188855.250000 Penalty: 5187.341309
	Iteration 106Q: 3 clusters Score -4188855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4188858.500000 Penalty: 5187.341309
	Iteration 107Q: 3 clusters Score -4188858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4188857.250000 Penalty: 5187.341309
	Iteration 108Q: 3 clusters Score -4188857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4188861.750000 Penalty: 5187.341309
	Iteration 109Q: 3 clusters Score -4188862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4188859.000000 Penalty: 5187.341309
	Iteration 110Q: 3 clusters Score -4188859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4188863.500000 Penalty: 5187.341309
	Iteration 111Q: 3 clusters Score -4188864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4188862.500000 Penalty: 5187.341309
	Iteration 112Q: 3 clusters Score -4188862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4188866.750000 Penalty: 5187.341309
	Iteration 113Q: 3 clusters Score -4188867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4188867.000000 Penalty: 5187.341309
	Iteration 114Q: 3 clusters Score -4188867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4188879.500000 Penalty: 5187.341309
	Iteration 115Q: 3 clusters Score -4188880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4188874.750000 Penalty: 5187.341309
	Iteration 116Q: 3 clusters Score -4188875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4188873.750000 Penalty: 5187.341309
	Iteration 117Q: 3 clusters Score -4188874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4188871.250000 Penalty: 5187.341309
	Iteration 118Q: 3 clusters Score -4188871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4188872.000000 Penalty: 5187.341309
	Iteration 119Q: 3 clusters Score -4188872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4188872.000000 Penalty: 5187.341309
	Iteration 120F: 3 clusters Score -4188872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Entering Unmasked Estep 
Score: -436441.968750 Penalty: 2045.245483
	Iteration 0F: 2 clusters Score -436442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -432719.031250 Penalty: 4090.490967
	Iteration 0F: 3 clusters Score -432719 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -433604.343750 Penalty: 4090.490967
	Iteration 1F: 3 clusters Score -433604.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -433834.593750 Penalty: 4090.490967
	Iteration 2F: 3 clusters Score -433834.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -434036.781250 Penalty: 4090.490967
	Iteration 3F: 3 clusters Score -434036.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -434204.906250 Penalty: 4090.490967
	Iteration 4F: 3 clusters Score -434204.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -434352.687500 Penalty: 4090.490967
	Iteration 5Q: 3 clusters Score -434352.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -434465.343750 Penalty: 4090.490967
	Iteration 6Q: 3 clusters Score -434465.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -434552.968750 Penalty: 4090.490967
	Iteration 7Q: 3 clusters Score -434553 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -434622.781250 Penalty: 4090.490967
	Iteration 8Q: 3 clusters Score -434622.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -434678.187500 Penalty: 4090.490967
	Iteration 9Q: 3 clusters Score -434678.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -434719.187500 Penalty: 4090.490967
	Iteration 10Q: 3 clusters Score -434719.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -434757.593750 Penalty: 4090.490967
	Iteration 11Q: 3 clusters Score -434757.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -434792.562500 Penalty: 4090.490967
	Iteration 12Q: 3 clusters Score -434792.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -434818.406250 Penalty: 4090.490967
	Iteration 13Q: 3 clusters Score -434818.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -434851.156250 Penalty: 4090.490967
	Iteration 14Q: 3 clusters Score -434851.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -434880.312500 Penalty: 4090.490967
	Iteration 15Q: 3 clusters Score -434880.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -434906.593750 Penalty: 4090.490967
	Iteration 16Q: 3 clusters Score -434906.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -434934.781250 Penalty: 4090.490967
	Iteration 17Q: 3 clusters Score -434934.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -434958.125000 Penalty: 4090.490967
	Iteration 18Q: 3 clusters Score -434958.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -434973.500000 Penalty: 4090.490967
	Iteration 19Q: 3 clusters Score -434973.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -434998.343750 Penalty: 4090.490967
	Iteration 20F: 3 clusters Score -434998.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -435012.062500 Penalty: 4090.490967
	Iteration 21Q: 3 clusters Score -435012.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -435023.062500 Penalty: 4090.490967
	Iteration 22Q: 3 clusters Score -435023.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -435031.937500 Penalty: 4090.490967
	Iteration 23Q: 3 clusters Score -435031.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -435036.500000 Penalty: 4090.490967
	Iteration 24Q: 3 clusters Score -435036.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -435042.281250 Penalty: 4090.490967
	Iteration 25Q: 3 clusters Score -435042.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -435049.375000 Penalty: 4090.490967
	Iteration 26Q: 3 clusters Score -435049.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -435051.781250 Penalty: 4090.490967
	Iteration 27Q: 3 clusters Score -435051.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -435055.968750 Penalty: 4090.490967
	Iteration 28Q: 3 clusters Score -435056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -435058.750000 Penalty: 4090.490967
	Iteration 29Q: 3 clusters Score -435058.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -435062.031250 Penalty: 4090.490967
	Iteration 30Q: 3 clusters Score -435062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -435065.812500 Penalty: 4090.490967
	Iteration 31Q: 3 clusters Score -435065.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -435068.156250 Penalty: 4090.490967
	Iteration 32Q: 3 clusters Score -435068.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -435072.375000 Penalty: 4090.490967
	Iteration 33Q: 3 clusters Score -435072.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -435074.500000 Penalty: 4090.490967
	Iteration 34Q: 3 clusters Score -435074.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -435078.000000 Penalty: 4090.490967
	Iteration 35Q: 3 clusters Score -435078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -435080.656250 Penalty: 4090.490967
	Iteration 36Q: 3 clusters Score -435080.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -435084.937500 Penalty: 4090.490967
	Iteration 37Q: 3 clusters Score -435084.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -435085.187500 Penalty: 4090.490967
	Iteration 38Q: 3 clusters Score -435085.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -435087.562500 Penalty: 4090.490967
	Iteration 39Q: 3 clusters Score -435087.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -435088.343750 Penalty: 4090.490967
	Iteration 40F: 3 clusters Score -435088.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (150330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150330 members 
Entering Unmasked Estep 
Score: -17887708.000000 Penalty: 2956.305908
	Iteration 0F: 2 clusters Score -1.788771e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75316 members 
Mstep: Class 2 contains 75014 members 
Entering Unmasked Estep 
Score: -17789090.000000 Penalty: 5912.611816
	Iteration 0F: 3 clusters Score -1.778909e+07 nChanged 71907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76795 members 
Mstep: Class 2 contains 73535 members 
Entering Unmasked Estep 
Score: -17830818.000000 Penalty: 5912.611816
	Iteration 1F: 3 clusters Score -1.783082e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77629 members 
Mstep: Class 2 contains 72701 members 
Entering Unmasked Estep 
Score: -17831946.000000 Penalty: 5912.611816
	Iteration 2Q: 3 clusters Score -1.783195e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78872 members 
Mstep: Class 2 contains 71458 members 
Entering Unmasked Estep 
Score: -17833738.000000 Penalty: 5912.611816
	Iteration 3Q: 3 clusters Score -1.783374e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80464 members 
Mstep: Class 2 contains 69866 members 
Entering Unmasked Estep 
Score: -17836396.000000 Penalty: 5912.611816
	Iteration 4Q: 3 clusters Score -1.78364e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82588 members 
Mstep: Class 2 contains 67742 members 
Entering Unmasked Estep 
Score: -17840002.000000 Penalty: 5912.611816
	Iteration 5Q: 3 clusters Score -1.784e+07 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84815 members 
Mstep: Class 2 contains 65515 members 
Entering Unmasked Estep 
Score: -17844864.000000 Penalty: 5912.611816
	Iteration 6F: 3 clusters Score -1.784486e+07 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87011 members 
Mstep: Class 2 contains 63319 members 
Entering Unmasked Estep 
Score: -17850556.000000 Penalty: 5912.611816
	Iteration 7F: 3 clusters Score -1.785056e+07 nChanged 9147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88734 members 
Mstep: Class 2 contains 61596 members 
Entering Unmasked Estep 
Score: -17856358.000000 Penalty: 5912.611816
	Iteration 8F: 3 clusters Score -1.785636e+07 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89802 members 
Mstep: Class 2 contains 60528 members 
Entering Unmasked Estep 
Score: -17861416.000000 Penalty: 5912.611816
	Iteration 9F: 3 clusters Score -1.786142e+07 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90112 members 
Mstep: Class 2 contains 60218 members 
Entering Unmasked Estep 
Score: -17865784.000000 Penalty: 5912.611816
	Iteration 10F: 3 clusters Score -1.786578e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90109 members 
Mstep: Class 2 contains 60221 members 
Entering Unmasked Estep 
Score: -17868712.000000 Penalty: 5912.611816
	Iteration 11Q: 3 clusters Score -1.786871e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89980 members 
Mstep: Class 2 contains 60350 members 
Entering Unmasked Estep 
Score: -17870308.000000 Penalty: 5912.611816
	Iteration 12Q: 3 clusters Score -1.787031e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89837 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -17871036.000000 Penalty: 5912.611816
	Iteration 13Q: 3 clusters Score -1.787104e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89652 members 
Mstep: Class 2 contains 60678 members 
Entering Unmasked Estep 
Score: -17871276.000000 Penalty: 5912.611816
	Iteration 14Q: 3 clusters Score -1.787128e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89410 members 
Mstep: Class 2 contains 60920 members 
Entering Unmasked Estep 
Score: -17871506.000000 Penalty: 5912.611816
	Iteration 15Q: 3 clusters Score -1.787151e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89122 members 
Mstep: Class 2 contains 61208 members 
Entering Unmasked Estep 
Score: -17871646.000000 Penalty: 5912.611816
	Iteration 16Q: 3 clusters Score -1.787165e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88869 members 
Mstep: Class 2 contains 61461 members 
Entering Unmasked Estep 
Score: -17871830.000000 Penalty: 5912.611816
	Iteration 17Q: 3 clusters Score -1.787183e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88580 members 
Mstep: Class 2 contains 61750 members 
Entering Unmasked Estep 
Score: -17872032.000000 Penalty: 5912.611816
	Iteration 18Q: 3 clusters Score -1.787203e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88221 members 
Mstep: Class 2 contains 62109 members 
Entering Unmasked Estep 
Score: -17872176.000000 Penalty: 5912.611816
	Iteration 19Q: 3 clusters Score -1.787218e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87849 members 
Mstep: Class 2 contains 62481 members 
Entering Unmasked Estep 
Score: -17872366.000000 Penalty: 5912.611816
	Iteration 20F: 3 clusters Score -1.787237e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87491 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -17872488.000000 Penalty: 5912.611816
	Iteration 21Q: 3 clusters Score -1.787249e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87050 members 
Mstep: Class 2 contains 63280 members 
Entering Unmasked Estep 
Score: -17872532.000000 Penalty: 5912.611816
	Iteration 22Q: 3 clusters Score -1.787253e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86586 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -17872604.000000 Penalty: 5912.611816
	Iteration 23Q: 3 clusters Score -1.78726e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86057 members 
Mstep: Class 2 contains 64273 members 
Entering Unmasked Estep 
Score: -17872766.000000 Penalty: 5912.611816
	Iteration 24Q: 3 clusters Score -1.787277e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85525 members 
Mstep: Class 2 contains 64805 members 
Entering Unmasked Estep 
Score: -17872794.000000 Penalty: 5912.611816
	Iteration 25Q: 3 clusters Score -1.787279e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84887 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
Score: -17872956.000000 Penalty: 5912.611816
	Iteration 26Q: 3 clusters Score -1.787296e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84173 members 
Mstep: Class 2 contains 66157 members 
Entering Unmasked Estep 
Score: -17873122.000000 Penalty: 5912.611816
	Iteration 27Q: 3 clusters Score -1.787312e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83415 members 
Mstep: Class 2 contains 66915 members 
Entering Unmasked Estep 
Score: -17873182.000000 Penalty: 5912.611816
	Iteration 28Q: 3 clusters Score -1.787318e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82572 members 
Mstep: Class 2 contains 67758 members 
Entering Unmasked Estep 
Score: -17873336.000000 Penalty: 5912.611816
	Iteration 29Q: 3 clusters Score -1.787334e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81675 members 
Mstep: Class 2 contains 68655 members 
Entering Unmasked Estep 
Score: -17873496.000000 Penalty: 5912.611816
	Iteration 30Q: 3 clusters Score -1.78735e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80788 members 
Mstep: Class 2 contains 69542 members 
Entering Unmasked Estep 
Score: -17873654.000000 Penalty: 5912.611816
	Iteration 31Q: 3 clusters Score -1.787365e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79821 members 
Mstep: Class 2 contains 70509 members 
Entering Unmasked Estep 
Score: -17873802.000000 Penalty: 5912.611816
	Iteration 32Q: 3 clusters Score -1.78738e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78775 members 
Mstep: Class 2 contains 71555 members 
Entering Unmasked Estep 
Score: -17873960.000000 Penalty: 5912.611816
	Iteration 33Q: 3 clusters Score -1.787396e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77645 members 
Mstep: Class 2 contains 72685 members 
Entering Unmasked Estep 
Score: -17874090.000000 Penalty: 5912.611816
	Iteration 34Q: 3 clusters Score -1.787409e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76463 members 
Mstep: Class 2 contains 73867 members 
Entering Unmasked Estep 
Score: -17874216.000000 Penalty: 5912.611816
	Iteration 35Q: 3 clusters Score -1.787422e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75290 members 
Mstep: Class 2 contains 75040 members 
Entering Unmasked Estep 
Score: -17874420.000000 Penalty: 5912.611816
	Iteration 36Q: 3 clusters Score -1.787442e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74141 members 
Mstep: Class 2 contains 76189 members 
Entering Unmasked Estep 
Score: -17874546.000000 Penalty: 5912.611816
	Iteration 37Q: 3 clusters Score -1.787455e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73014 members 
Mstep: Class 2 contains 77316 members 
Entering Unmasked Estep 
Score: -17874734.000000 Penalty: 5912.611816
	Iteration 38Q: 3 clusters Score -1.787473e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71848 members 
Mstep: Class 2 contains 78482 members 
Entering Unmasked Estep 
Score: -17874906.000000 Penalty: 5912.611816
	Iteration 39Q: 3 clusters Score -1.787491e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70694 members 
Mstep: Class 2 contains 79636 members 
Entering Unmasked Estep 
Score: -17875144.000000 Penalty: 5912.611816
	Iteration 40F: 3 clusters Score -1.787514e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69418 members 
Mstep: Class 2 contains 80912 members 
Entering Unmasked Estep 
Score: -17875446.000000 Penalty: 5912.611816
	Iteration 41Q: 3 clusters Score -1.787545e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68141 members 
Mstep: Class 2 contains 82189 members 
Entering Unmasked Estep 
Score: -17875638.000000 Penalty: 5912.611816
	Iteration 42Q: 3 clusters Score -1.787564e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66839 members 
Mstep: Class 2 contains 83491 members 
Entering Unmasked Estep 
Score: -17875898.000000 Penalty: 5912.611816
	Iteration 43Q: 3 clusters Score -1.78759e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65599 members 
Mstep: Class 2 contains 84731 members 
Entering Unmasked Estep 
Score: -17876052.000000 Penalty: 5912.611816
	Iteration 44Q: 3 clusters Score -1.787605e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64320 members 
Mstep: Class 2 contains 86010 members 
Entering Unmasked Estep 
Score: -17876332.000000 Penalty: 5912.611816
	Iteration 45Q: 3 clusters Score -1.787633e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62915 members 
Mstep: Class 2 contains 87415 members 
Entering Unmasked Estep 
Score: -17876530.000000 Penalty: 5912.611816
	Iteration 46Q: 3 clusters Score -1.787653e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61461 members 
Mstep: Class 2 contains 88869 members 
Entering Unmasked Estep 
Score: -17876806.000000 Penalty: 5912.611816
	Iteration 47Q: 3 clusters Score -1.787681e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59977 members 
Mstep: Class 2 contains 90353 members 
Entering Unmasked Estep 
Score: -17877022.000000 Penalty: 5912.611816
	Iteration 48Q: 3 clusters Score -1.787702e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 91942 members 
Entering Unmasked Estep 
Score: -17877300.000000 Penalty: 5912.611816
	Iteration 49Q: 3 clusters Score -1.78773e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 93531 members 
Entering Unmasked Estep 
Score: -17877534.000000 Penalty: 5912.611816
	Iteration 50Q: 3 clusters Score -1.787753e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 95113 members 
Entering Unmasked Estep 
Score: -17877886.000000 Penalty: 5912.611816
	Iteration 51Q: 3 clusters Score -1.787789e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53542 members 
Mstep: Class 2 contains 96788 members 
Entering Unmasked Estep 
Score: -17878188.000000 Penalty: 5912.611816
	Iteration 52Q: 3 clusters Score -1.787819e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 98572 members 
Entering Unmasked Estep 
Score: -17878434.000000 Penalty: 5912.611816
	Iteration 53Q: 3 clusters Score -1.787843e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 100435 members 
Entering Unmasked Estep 
Score: -17878816.000000 Penalty: 5912.611816
	Iteration 54Q: 3 clusters Score -1.787882e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 102481 members 
Entering Unmasked Estep 
Score: -17879112.000000 Penalty: 5912.611816
	Iteration 55Q: 3 clusters Score -1.787911e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 104702 members 
Entering Unmasked Estep 
Score: -17879620.000000 Penalty: 5912.611816
	Iteration 56Q: 3 clusters Score -1.787962e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 107104 members 
Entering Unmasked Estep 
Score: -17880142.000000 Penalty: 5912.611816
	Iteration 57Q: 3 clusters Score -1.788014e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 109614 members 
Entering Unmasked Estep 
Score: -17880658.000000 Penalty: 5912.611816
	Iteration 58Q: 3 clusters Score -1.788066e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 112099 members 
Entering Unmasked Estep 
Score: -17881100.000000 Penalty: 5912.611816
	Iteration 59Q: 3 clusters Score -1.78811e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 114562 members 
Entering Unmasked Estep 
Score: -17881516.000000 Penalty: 5912.611816
	Iteration 60F: 3 clusters Score -1.788152e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 117174 members 
Entering Unmasked Estep 
Score: -17881942.000000 Penalty: 5912.611816
	Iteration 61Q: 3 clusters Score -1.788194e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 119853 members 
Entering Unmasked Estep 
Score: -17882520.000000 Penalty: 5912.611816
	Iteration 62Q: 3 clusters Score -1.788252e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 122459 members 
Entering Unmasked Estep 
Score: -17883084.000000 Penalty: 5912.611816
	Iteration 63Q: 3 clusters Score -1.788308e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 124929 members 
Entering Unmasked Estep 
Score: -17883754.000000 Penalty: 5912.611816
	Iteration 64Q: 3 clusters Score -1.788375e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 127160 members 
Entering Unmasked Estep 
Score: -17884126.000000 Penalty: 5912.611816
	Iteration 65Q: 3 clusters Score -1.788413e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 129252 members 
Entering Unmasked Estep 
Score: -17884532.000000 Penalty: 5912.611816
	Iteration 66Q: 3 clusters Score -1.788453e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 131232 members 
Entering Unmasked Estep 
Score: -17884968.000000 Penalty: 5912.611816
	Iteration 67Q: 3 clusters Score -1.788497e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 132999 members 
Entering Unmasked Estep 
Score: -17885170.000000 Penalty: 5912.611816
	Iteration 68Q: 3 clusters Score -1.788517e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 134668 members 
Entering Unmasked Estep 
Score: -17885486.000000 Penalty: 5912.611816
	Iteration 69Q: 3 clusters Score -1.788549e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 136234 members 
Entering Unmasked Estep 
Score: -17885710.000000 Penalty: 5912.611816
	Iteration 70Q: 3 clusters Score -1.788571e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 137596 members 
Entering Unmasked Estep 
Score: -17885998.000000 Penalty: 5912.611816
	Iteration 71Q: 3 clusters Score -1.7886e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 138749 members 
Entering Unmasked Estep 
Score: -17886198.000000 Penalty: 5912.611816
	Iteration 72Q: 3 clusters Score -1.78862e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 139855 members 
Entering Unmasked Estep 
Score: -17886310.000000 Penalty: 5912.611816
	Iteration 73Q: 3 clusters Score -1.788631e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 140801 members 
Entering Unmasked Estep 
Score: -17886462.000000 Penalty: 5912.611816
	Iteration 74Q: 3 clusters Score -1.788646e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 141670 members 
Entering Unmasked Estep 
Score: -17886550.000000 Penalty: 5912.611816
	Iteration 75Q: 3 clusters Score -1.788655e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 142427 members 
Entering Unmasked Estep 
Score: -17886708.000000 Penalty: 5912.611816
	Iteration 76Q: 3 clusters Score -1.788671e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 143126 members 
Entering Unmasked Estep 
Score: -17886786.000000 Penalty: 5912.611816
	Iteration 77Q: 3 clusters Score -1.788679e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 143702 members 
Entering Unmasked Estep 
Score: -17886852.000000 Penalty: 5912.611816
	Iteration 78Q: 3 clusters Score -1.788685e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 144218 members 
Entering Unmasked Estep 
Score: -17886948.000000 Penalty: 5912.611816
	Iteration 79Q: 3 clusters Score -1.788695e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 144647 members 
Entering Unmasked Estep 
Score: -17887018.000000 Penalty: 5912.611816
	Iteration 80F: 3 clusters Score -1.788702e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 145074 members 
Entering Unmasked Estep 
Score: -17887048.000000 Penalty: 5912.611816
	Iteration 81Q: 3 clusters Score -1.788705e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 145451 members 
Entering Unmasked Estep 
Score: -17887160.000000 Penalty: 5912.611816
	Iteration 82Q: 3 clusters Score -1.788716e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 145768 members 
Entering Unmasked Estep 
Score: -17887134.000000 Penalty: 5912.611816
	Iteration 83Q: 3 clusters Score -1.788713e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 146033 members 
Entering Unmasked Estep 
Score: -17887118.000000 Penalty: 5912.611816
	Iteration 84Q: 3 clusters Score -1.788712e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 146259 members 
Entering Unmasked Estep 
Score: -17887096.000000 Penalty: 5912.611816
	Iteration 85Q: 3 clusters Score -1.78871e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 146440 members 
Entering Unmasked Estep 
Score: -17887128.000000 Penalty: 5912.611816
	Iteration 86Q: 3 clusters Score -1.788713e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 146599 members 
Entering Unmasked Estep 
Score: -17887146.000000 Penalty: 5912.611816
	Iteration 87Q: 3 clusters Score -1.788715e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 146766 members 
Entering Unmasked Estep 
Score: -17887126.000000 Penalty: 5912.611816
	Iteration 88Q: 3 clusters Score -1.788713e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 146903 members 
Entering Unmasked Estep 
Score: -17887136.000000 Penalty: 5912.611816
	Iteration 89Q: 3 clusters Score -1.788714e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 147013 members 
Entering Unmasked Estep 
Score: -17887152.000000 Penalty: 5912.611816
	Iteration 90Q: 3 clusters Score -1.788715e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 147083 members 
Entering Unmasked Estep 
Score: -17887140.000000 Penalty: 5912.611816
	Iteration 91Q: 3 clusters Score -1.788714e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 147145 members 
Entering Unmasked Estep 
Score: -17887118.000000 Penalty: 5912.611816
	Iteration 92Q: 3 clusters Score -1.788712e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 147198 members 
Entering Unmasked Estep 
Score: -17887110.000000 Penalty: 5912.611816
	Iteration 93Q: 3 clusters Score -1.788711e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 147240 members 
Entering Unmasked Estep 
Score: -17887126.000000 Penalty: 5912.611816
	Iteration 94Q: 3 clusters Score -1.788713e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 147274 members 
Entering Unmasked Estep 
Score: -17887120.000000 Penalty: 5912.611816
	Iteration 95Q: 3 clusters Score -1.788712e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 147303 members 
Entering Unmasked Estep 
Score: -17887102.000000 Penalty: 5912.611816
	Iteration 96Q: 3 clusters Score -1.78871e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 147327 members 
Entering Unmasked Estep 
Score: -17887098.000000 Penalty: 5912.611816
	Iteration 97Q: 3 clusters Score -1.78871e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 147351 members 
Entering Unmasked Estep 
Score: -17887134.000000 Penalty: 5912.611816
	Iteration 98Q: 3 clusters Score -1.788713e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 147376 members 
Entering Unmasked Estep 
Score: -17887120.000000 Penalty: 5912.611816
	Iteration 99Q: 3 clusters Score -1.788712e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 147409 members 
Entering Unmasked Estep 
Score: -17887118.000000 Penalty: 5912.611816
	Iteration 100F: 3 clusters Score -1.788712e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 147446 members 
Entering Unmasked Estep 
Score: -17887120.000000 Penalty: 5912.611816
	Iteration 101Q: 3 clusters Score -1.788712e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 147483 members 
Entering Unmasked Estep 
Score: -17887100.000000 Penalty: 5912.611816
	Iteration 102Q: 3 clusters Score -1.78871e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 147502 members 
Entering Unmasked Estep 
Score: -17887094.000000 Penalty: 5912.611816
	Iteration 103Q: 3 clusters Score -1.788709e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 147517 members 
Entering Unmasked Estep 
Score: -17887076.000000 Penalty: 5912.611816
	Iteration 104Q: 3 clusters Score -1.788708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 147528 members 
Entering Unmasked Estep 
Score: -17887086.000000 Penalty: 5912.611816
	Iteration 105Q: 3 clusters Score -1.788709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 147539 members 
Entering Unmasked Estep 
Score: -17887080.000000 Penalty: 5912.611816
	Iteration 106Q: 3 clusters Score -1.788708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 147545 members 
Entering Unmasked Estep 
Score: -17887082.000000 Penalty: 5912.611816
	Iteration 107Q: 3 clusters Score -1.788708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 147549 members 
Entering Unmasked Estep 
Score: -17887074.000000 Penalty: 5912.611816
	Iteration 108Q: 3 clusters Score -1.788707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 147553 members 
Entering Unmasked Estep 
Score: -17887080.000000 Penalty: 5912.611816
	Iteration 109Q: 3 clusters Score -1.788708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 147556 members 
Entering Unmasked Estep 
Score: -17887080.000000 Penalty: 5912.611816
	Iteration 110Q: 3 clusters Score -1.788708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 147558 members 
Entering Unmasked Estep 
Score: -17887070.000000 Penalty: 5912.611816
	Iteration 111Q: 3 clusters Score -1.788707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 147559 members 
Entering Unmasked Estep 
Score: -17887066.000000 Penalty: 5912.611816
	Iteration 112Q: 3 clusters Score -1.788707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 147560 members 
Entering Unmasked Estep 
Score: -17887068.000000 Penalty: 5912.611816
	Iteration 113Q: 3 clusters Score -1.788707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 147560 members 
Entering Unmasked Estep 
Score: -17887068.000000 Penalty: 5912.611816
	Iteration 114F: 3 clusters Score -1.788707e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Entering Unmasked Estep 
Score: -1385519.375000 Penalty: 2319.622070
	Iteration 0F: 2 clusters Score -1385519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1376780.625000 Penalty: 4639.244141
	Iteration 0F: 3 clusters Score -1376781 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1379447.750000 Penalty: 4639.244141
	Iteration 1F: 3 clusters Score -1379448 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1379837.500000 Penalty: 4639.244141
	Iteration 2F: 3 clusters Score -1379838 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1380187.375000 Penalty: 4639.244141
	Iteration 3F: 3 clusters Score -1380187 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1380543.375000 Penalty: 4639.244141
	Iteration 4Q: 3 clusters Score -1380543 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1380911.250000 Penalty: 4639.244141
	Iteration 5Q: 3 clusters Score -1380911 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1381267.625000 Penalty: 4639.244141
	Iteration 6Q: 3 clusters Score -1381268 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1381577.375000 Penalty: 4639.244141
	Iteration 7Q: 3 clusters Score -1381577 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1381875.750000 Penalty: 4639.244141
	Iteration 8Q: 3 clusters Score -1381876 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1382119.000000 Penalty: 4639.244141
	Iteration 9Q: 3 clusters Score -1382119 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1382313.000000 Penalty: 4639.244141
	Iteration 10Q: 3 clusters Score -1382313 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1382493.000000 Penalty: 4639.244141
	Iteration 11Q: 3 clusters Score -1382493 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1382656.125000 Penalty: 4639.244141
	Iteration 12Q: 3 clusters Score -1382656 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1382829.125000 Penalty: 4639.244141
	Iteration 13Q: 3 clusters Score -1382829 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1382976.625000 Penalty: 4639.244141
	Iteration 14Q: 3 clusters Score -1382977 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1383101.250000 Penalty: 4639.244141
	Iteration 15Q: 3 clusters Score -1383101 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1383216.500000 Penalty: 4639.244141
	Iteration 16Q: 3 clusters Score -1383216 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1383302.875000 Penalty: 4639.244141
	Iteration 17Q: 3 clusters Score -1383303 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1383370.125000 Penalty: 4639.244141
	Iteration 18Q: 3 clusters Score -1383370 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1383412.875000 Penalty: 4639.244141
	Iteration 19Q: 3 clusters Score -1383413 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1383454.875000 Penalty: 4639.244141
	Iteration 20F: 3 clusters Score -1383455 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1383496.125000 Penalty: 4639.244141
	Iteration 21Q: 3 clusters Score -1383496 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1383538.750000 Penalty: 4639.244141
	Iteration 22Q: 3 clusters Score -1383539 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1383570.625000 Penalty: 4639.244141
	Iteration 23Q: 3 clusters Score -1383571 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1383596.750000 Penalty: 4639.244141
	Iteration 24Q: 3 clusters Score -1383597 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1383623.125000 Penalty: 4639.244141
	Iteration 25Q: 3 clusters Score -1383623 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1383645.750000 Penalty: 4639.244141
	Iteration 26Q: 3 clusters Score -1383646 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1383659.750000 Penalty: 4639.244141
	Iteration 27Q: 3 clusters Score -1383660 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1383674.375000 Penalty: 4639.244141
	Iteration 28Q: 3 clusters Score -1383674 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1383693.000000 Penalty: 4639.244141
	Iteration 29Q: 3 clusters Score -1383693 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1383696.375000 Penalty: 4639.244141
	Iteration 30Q: 3 clusters Score -1383696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1383702.750000 Penalty: 4639.244141
	Iteration 31Q: 3 clusters Score -1383703 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1383709.500000 Penalty: 4639.244141
	Iteration 32Q: 3 clusters Score -1383710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1383717.125000 Penalty: 4639.244141
	Iteration 33Q: 3 clusters Score -1383717 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1383727.750000 Penalty: 4639.244141
	Iteration 34Q: 3 clusters Score -1383728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1383734.250000 Penalty: 4639.244141
	Iteration 35Q: 3 clusters Score -1383734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1383743.625000 Penalty: 4639.244141
	Iteration 36Q: 3 clusters Score -1383744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1383756.000000 Penalty: 4639.244141
	Iteration 37Q: 3 clusters Score -1383756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1383754.500000 Penalty: 4639.244141
	Iteration 38Q: 3 clusters Score -1383754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1383769.500000 Penalty: 4639.244141
	Iteration 39Q: 3 clusters Score -1383770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1383777.000000 Penalty: 4639.244141
	Iteration 40F: 3 clusters Score -1383777 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1383785.000000 Penalty: 4639.244141
	Iteration 41Q: 3 clusters Score -1383785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1383789.750000 Penalty: 4639.244141
	Iteration 42Q: 3 clusters Score -1383790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1383794.000000 Penalty: 4639.244141
	Iteration 43Q: 3 clusters Score -1383794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1383801.250000 Penalty: 4639.244141
	Iteration 44Q: 3 clusters Score -1383801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1383808.375000 Penalty: 4639.244141
	Iteration 45Q: 3 clusters Score -1383808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1383814.000000 Penalty: 4639.244141
	Iteration 46Q: 3 clusters Score -1383814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1383820.750000 Penalty: 4639.244141
	Iteration 47Q: 3 clusters Score -1383821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1383820.250000 Penalty: 4639.244141
	Iteration 48Q: 3 clusters Score -1383820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1383824.500000 Penalty: 4639.244141
	Iteration 49Q: 3 clusters Score -1383824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1383833.125000 Penalty: 4639.244141
	Iteration 50Q: 3 clusters Score -1383833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1383842.250000 Penalty: 4639.244141
	Iteration 51Q: 3 clusters Score -1383842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1383849.500000 Penalty: 4639.244141
	Iteration 52Q: 3 clusters Score -1383850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1383862.625000 Penalty: 4639.244141
	Iteration 53Q: 3 clusters Score -1383863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1383867.250000 Penalty: 4639.244141
	Iteration 54Q: 3 clusters Score -1383867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1383871.000000 Penalty: 4639.244141
	Iteration 55Q: 3 clusters Score -1383871 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1383881.500000 Penalty: 4639.244141
	Iteration 56Q: 3 clusters Score -1383882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1383884.625000 Penalty: 4639.244141
	Iteration 57Q: 3 clusters Score -1383885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1383890.375000 Penalty: 4639.244141
	Iteration 58Q: 3 clusters Score -1383890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1383896.250000 Penalty: 4639.244141
	Iteration 59Q: 3 clusters Score -1383896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1383896.500000 Penalty: 4639.244141
	Iteration 60F: 3 clusters Score -1383896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1383902.125000 Penalty: 4639.244141
	Iteration 61Q: 3 clusters Score -1383902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1383907.500000 Penalty: 4639.244141
	Iteration 62Q: 3 clusters Score -1383908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1383907.875000 Penalty: 4639.244141
	Iteration 63Q: 3 clusters Score -1383908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1383907.875000 Penalty: 4639.244141
	Iteration 64Q: 3 clusters Score -1383908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1383912.625000 Penalty: 4639.244141
	Iteration 65Q: 3 clusters Score -1383913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1383915.125000 Penalty: 4639.244141
	Iteration 66Q: 3 clusters Score -1383915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1383916.375000 Penalty: 4639.244141
	Iteration 67Q: 3 clusters Score -1383916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1383917.625000 Penalty: 4639.244141
	Iteration 68Q: 3 clusters Score -1383918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1383918.750000 Penalty: 4639.244141
	Iteration 69Q: 3 clusters Score -1383919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1383920.625000 Penalty: 4639.244141
	Iteration 70Q: 3 clusters Score -1383921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1383925.250000 Penalty: 4639.244141
	Iteration 71Q: 3 clusters Score -1383925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1383926.500000 Penalty: 4639.244141
	Iteration 72Q: 3 clusters Score -1383926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1383927.875000 Penalty: 4639.244141
	Iteration 73Q: 3 clusters Score -1383928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1383927.000000 Penalty: 4639.244141
	Iteration 74Q: 3 clusters Score -1383927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1383930.000000 Penalty: 4639.244141
	Iteration 75Q: 3 clusters Score -1383930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1383928.125000 Penalty: 4639.244141
	Iteration 76Q: 3 clusters Score -1383928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1383928.500000 Penalty: 4639.244141
	Iteration 77Q: 3 clusters Score -1383928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1383928.500000 Penalty: 4639.244141
	Iteration 78F: 3 clusters Score -1383928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Entering Unmasked Estep 
Score: -269436.781250 Penalty: 1912.686035
	Iteration 0F: 2 clusters Score -269436.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -266654.125000 Penalty: 3825.372070
	Iteration 0F: 3 clusters Score -266654.1 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -267164.343750 Penalty: 3825.372070
	Iteration 1F: 3 clusters Score -267164.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -267333.843750 Penalty: 3825.372070
	Iteration 2F: 3 clusters Score -267333.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -267432.625000 Penalty: 3825.372070
	Iteration 3F: 3 clusters Score -267432.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -267511.000000 Penalty: 3825.372070
	Iteration 4Q: 3 clusters Score -267511 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -267572.687500 Penalty: 3825.372070
	Iteration 5Q: 3 clusters Score -267572.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -267638.031250 Penalty: 3825.372070
	Iteration 6Q: 3 clusters Score -267638 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -267675.750000 Penalty: 3825.372070
	Iteration 7Q: 3 clusters Score -267675.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -267707.343750 Penalty: 3825.372070
	Iteration 8Q: 3 clusters Score -267707.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -267730.125000 Penalty: 3825.372070
	Iteration 9Q: 3 clusters Score -267730.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -267745.375000 Penalty: 3825.372070
	Iteration 10Q: 3 clusters Score -267745.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -267760.125000 Penalty: 3825.372070
	Iteration 11Q: 3 clusters Score -267760.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -267771.062500 Penalty: 3825.372070
	Iteration 12Q: 3 clusters Score -267771.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -267777.468750 Penalty: 3825.372070
	Iteration 13Q: 3 clusters Score -267777.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -267785.000000 Penalty: 3825.372070
	Iteration 14Q: 3 clusters Score -267785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -267791.031250 Penalty: 3825.372070
	Iteration 15Q: 3 clusters Score -267791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -267796.531250 Penalty: 3825.372070
	Iteration 16Q: 3 clusters Score -267796.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -267803.343750 Penalty: 3825.372070
	Iteration 17Q: 3 clusters Score -267803.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -267808.031250 Penalty: 3825.372070
	Iteration 18Q: 3 clusters Score -267808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -267814.906250 Penalty: 3825.372070
	Iteration 19Q: 3 clusters Score -267814.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -267819.187500 Penalty: 3825.372070
	Iteration 20F: 3 clusters Score -267819.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -267825.531250 Penalty: 3825.372070
	Iteration 21Q: 3 clusters Score -267825.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -267831.218750 Penalty: 3825.372070
	Iteration 22Q: 3 clusters Score -267831.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -267836.218750 Penalty: 3825.372070
	Iteration 23Q: 3 clusters Score -267836.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -267839.187500 Penalty: 3825.372070
	Iteration 24Q: 3 clusters Score -267839.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -267839.187500 Penalty: 3825.372070
	Iteration 25F: 3 clusters Score -267839.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 6049 members 
Mstep: Class 4 contains 43990 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6138 members 
Mstep: Class 8 contains 16229 members 
Mstep: Class 9 contains 224504 members 
Mstep: Class 10 contains 18133 members 
Mstep: Class 11 contains 102561 members 
Mstep: Class 12 contains 39203 members 
Mstep: Class 13 contains 34834 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150330 members 
Mstep: Class 18 contains 11537 members 
Mstep: Class 19 contains 2236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049200.000000 Penalty: 56640.539062
Iteration 279Q: 18 clusters Score -8.00492e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 6049 members 
Mstep: Class 4 contains 43972 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6139 members 
Mstep: Class 8 contains 16286 members 
Mstep: Class 9 contains 224488 members 
Mstep: Class 10 contains 18141 members 
Mstep: Class 11 contains 102544 members 
Mstep: Class 12 contains 39204 members 
Mstep: Class 13 contains 34837 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150313 members 
Mstep: Class 18 contains 11536 members 
Mstep: Class 19 contains 2235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049248.000000 Penalty: 56640.539062
Iteration 280F: 18 clusters Score -8.004925e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 6049 members 
Mstep: Class 4 contains 43958 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6138 members 
Mstep: Class 8 contains 16344 members 
Mstep: Class 9 contains 224471 members 
Mstep: Class 10 contains 18146 members 
Mstep: Class 11 contains 102530 members 
Mstep: Class 12 contains 39204 members 
Mstep: Class 13 contains 34837 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150298 members 
Mstep: Class 18 contains 11533 members 
Mstep: Class 19 contains 2236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049184.000000 Penalty: 56640.539062
Iteration 281Q: 18 clusters Score -8.004918e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 6048 members 
Mstep: Class 4 contains 43951 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6139 members 
Mstep: Class 8 contains 16393 members 
Mstep: Class 9 contains 224443 members 
Mstep: Class 10 contains 18150 members 
Mstep: Class 11 contains 102518 members 
Mstep: Class 12 contains 39199 members 
Mstep: Class 13 contains 34835 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150300 members 
Mstep: Class 18 contains 11532 members 
Mstep: Class 19 contains 2236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049320.000000 Penalty: 56640.539062
Iteration 282Q: 18 clusters Score -8.004932e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 6049 members 
Mstep: Class 4 contains 43947 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6141 members 
Mstep: Class 8 contains 16444 members 
Mstep: Class 9 contains 224430 members 
Mstep: Class 10 contains 18154 members 
Mstep: Class 11 contains 102496 members 
Mstep: Class 12 contains 39196 members 
Mstep: Class 13 contains 34835 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150281 members 
Mstep: Class 18 contains 11533 members 
Mstep: Class 19 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049328.000000 Penalty: 56640.539062
Iteration 283Q: 18 clusters Score -8.004933e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 6050 members 
Mstep: Class 4 contains 43941 members 
Mstep: Class 5 contains 19036 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6141 members 
Mstep: Class 8 contains 16489 members 
Mstep: Class 9 contains 224421 members 
Mstep: Class 10 contains 18156 members 
Mstep: Class 11 contains 102481 members 
Mstep: Class 12 contains 39198 members 
Mstep: Class 13 contains 34832 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150259 members 
Mstep: Class 18 contains 11538 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049384.000000 Penalty: 56640.539062
Iteration 284Q: 18 clusters Score -8.004938e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 6050 members 
Mstep: Class 4 contains 43937 members 
Mstep: Class 5 contains 19036 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6141 members 
Mstep: Class 8 contains 16534 members 
Mstep: Class 9 contains 224411 members 
Mstep: Class 10 contains 18163 members 
Mstep: Class 11 contains 102465 members 
Mstep: Class 12 contains 39193 members 
Mstep: Class 13 contains 34830 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150244 members 
Mstep: Class 18 contains 11538 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049408.000000 Penalty: 56640.539062
Iteration 285Q: 18 clusters Score -8.004941e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 6052 members 
Mstep: Class 4 contains 43930 members 
Mstep: Class 5 contains 19036 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6138 members 
Mstep: Class 8 contains 16580 members 
Mstep: Class 9 contains 224413 members 
Mstep: Class 10 contains 18165 members 
Mstep: Class 11 contains 102457 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 34826 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150216 members 
Mstep: Class 18 contains 11539 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049440.000000 Penalty: 56640.539062
Iteration 286Q: 18 clusters Score -8.004944e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 6056 members 
Mstep: Class 4 contains 43920 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6136 members 
Mstep: Class 8 contains 16627 members 
Mstep: Class 9 contains 224401 members 
Mstep: Class 10 contains 18164 members 
Mstep: Class 11 contains 102446 members 
Mstep: Class 12 contains 39187 members 
Mstep: Class 13 contains 34824 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150202 members 
Mstep: Class 18 contains 11542 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049448.000000 Penalty: 56640.539062
Iteration 287Q: 18 clusters Score -8.004945e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 6060 members 
Mstep: Class 4 contains 43916 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6133 members 
Mstep: Class 8 contains 16671 members 
Mstep: Class 9 contains 224374 members 
Mstep: Class 10 contains 18167 members 
Mstep: Class 11 contains 102440 members 
Mstep: Class 12 contains 39186 members 
Mstep: Class 13 contains 34822 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150191 members 
Mstep: Class 18 contains 11545 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049552.000000 Penalty: 56640.539062
Iteration 288Q: 18 clusters Score -8.004955e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 6062 members 
Mstep: Class 4 contains 43915 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6131 members 
Mstep: Class 8 contains 16715 members 
Mstep: Class 9 contains 224355 members 
Mstep: Class 10 contains 18171 members 
Mstep: Class 11 contains 102434 members 
Mstep: Class 12 contains 39186 members 
Mstep: Class 13 contains 34821 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150169 members 
Mstep: Class 18 contains 11546 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049448.000000 Penalty: 56640.539062
Iteration 289Q: 18 clusters Score -8.004945e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6066 members 
Mstep: Class 4 contains 43908 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6130 members 
Mstep: Class 8 contains 16752 members 
Mstep: Class 9 contains 224333 members 
Mstep: Class 10 contains 18172 members 
Mstep: Class 11 contains 102422 members 
Mstep: Class 12 contains 39182 members 
Mstep: Class 13 contains 34821 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150172 members 
Mstep: Class 18 contains 11547 members 
Mstep: Class 19 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049408.000000 Penalty: 56640.539062
Iteration 290Q: 18 clusters Score -8.004941e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6067 members 
Mstep: Class 4 contains 43900 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6129 members 
Mstep: Class 8 contains 16788 members 
Mstep: Class 9 contains 224313 members 
Mstep: Class 10 contains 18172 members 
Mstep: Class 11 contains 102414 members 
Mstep: Class 12 contains 39179 members 
Mstep: Class 13 contains 34818 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150174 members 
Mstep: Class 18 contains 11551 members 
Mstep: Class 19 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049480.000000 Penalty: 56640.539062
Iteration 291Q: 18 clusters Score -8.004948e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6067 members 
Mstep: Class 4 contains 43898 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6129 members 
Mstep: Class 8 contains 16824 members 
Mstep: Class 9 contains 224291 members 
Mstep: Class 10 contains 18172 members 
Mstep: Class 11 contains 102412 members 
Mstep: Class 12 contains 39177 members 
Mstep: Class 13 contains 34818 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150162 members 
Mstep: Class 18 contains 11555 members 
Mstep: Class 19 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049576.000000 Penalty: 56640.539062
Iteration 292Q: 18 clusters Score -8.004958e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6068 members 
Mstep: Class 4 contains 43890 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6129 members 
Mstep: Class 8 contains 16851 members 
Mstep: Class 9 contains 224275 members 
Mstep: Class 10 contains 18173 members 
Mstep: Class 11 contains 102418 members 
Mstep: Class 12 contains 39174 members 
Mstep: Class 13 contains 34817 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150157 members 
Mstep: Class 18 contains 11553 members 
Mstep: Class 19 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049592.000000 Penalty: 56640.539062
Iteration 293Q: 18 clusters Score -8.004959e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6073 members 
Mstep: Class 4 contains 43884 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6129 members 
Mstep: Class 8 contains 16878 members 
Mstep: Class 9 contains 224236 members 
Mstep: Class 10 contains 18176 members 
Mstep: Class 11 contains 102413 members 
Mstep: Class 12 contains 39176 members 
Mstep: Class 13 contains 34818 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150172 members 
Mstep: Class 18 contains 11550 members 
Mstep: Class 19 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049704.000000 Penalty: 56640.539062
Iteration 294Q: 18 clusters Score -8.00497e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6074 members 
Mstep: Class 4 contains 43877 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 16903 members 
Mstep: Class 9 contains 224217 members 
Mstep: Class 10 contains 18178 members 
Mstep: Class 11 contains 102404 members 
Mstep: Class 12 contains 39177 members 
Mstep: Class 13 contains 34816 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150187 members 
Mstep: Class 18 contains 11544 members 
Mstep: Class 19 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049720.000000 Penalty: 56640.539062
Iteration 295Q: 18 clusters Score -8.004972e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6074 members 
Mstep: Class 4 contains 43874 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 16935 members 
Mstep: Class 9 contains 224195 members 
Mstep: Class 10 contains 18180 members 
Mstep: Class 11 contains 102395 members 
Mstep: Class 12 contains 39178 members 
Mstep: Class 13 contains 34818 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150185 members 
Mstep: Class 18 contains 11543 members 
Mstep: Class 19 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049736.000000 Penalty: 56640.539062
Iteration 296Q: 18 clusters Score -8.004974e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6076 members 
Mstep: Class 4 contains 43867 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6125 members 
Mstep: Class 8 contains 16965 members 
Mstep: Class 9 contains 224181 members 
Mstep: Class 10 contains 18181 members 
Mstep: Class 11 contains 102392 members 
Mstep: Class 12 contains 39181 members 
Mstep: Class 13 contains 34820 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150176 members 
Mstep: Class 18 contains 11541 members 
Mstep: Class 19 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049696.000000 Penalty: 56640.539062
Iteration 297Q: 18 clusters Score -8.00497e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6080 members 
Mstep: Class 4 contains 43864 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6123 members 
Mstep: Class 8 contains 16982 members 
Mstep: Class 9 contains 224166 members 
Mstep: Class 10 contains 18182 members 
Mstep: Class 11 contains 102388 members 
Mstep: Class 12 contains 39182 members 
Mstep: Class 13 contains 34819 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150177 members 
Mstep: Class 18 contains 11542 members 
Mstep: Class 19 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049560.000000 Penalty: 56640.539062
Iteration 298Q: 18 clusters Score -8.004956e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6080 members 
Mstep: Class 4 contains 43862 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6123 members 
Mstep: Class 8 contains 17006 members 
Mstep: Class 9 contains 224146 members 
Mstep: Class 10 contains 18180 members 
Mstep: Class 11 contains 102389 members 
Mstep: Class 12 contains 39181 members 
Mstep: Class 13 contains 34819 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150177 members 
Mstep: Class 18 contains 11541 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049608.000000 Penalty: 56640.539062
Iteration 299Q: 18 clusters Score -8.004961e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6078 members 
Mstep: Class 4 contains 43859 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6123 members 
Mstep: Class 8 contains 17025 members 
Mstep: Class 9 contains 224132 members 
Mstep: Class 10 contains 18179 members 
Mstep: Class 11 contains 102382 members 
Mstep: Class 12 contains 39179 members 
Mstep: Class 13 contains 34822 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150183 members 
Mstep: Class 18 contains 11542 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049664.000000 Penalty: 56640.539062
Iteration 300F: 18 clusters Score -8.004966e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6080 members 
Mstep: Class 4 contains 43854 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6122 members 
Mstep: Class 8 contains 17038 members 
Mstep: Class 9 contains 224119 members 
Mstep: Class 10 contains 18178 members 
Mstep: Class 11 contains 102380 members 
Mstep: Class 12 contains 39177 members 
Mstep: Class 13 contains 34822 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150191 members 
Mstep: Class 18 contains 11541 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049672.000000 Penalty: 56640.539062
Iteration 301Q: 18 clusters Score -8.004967e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6084 members 
Mstep: Class 4 contains 43853 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6122 members 
Mstep: Class 8 contains 17062 members 
Mstep: Class 9 contains 224115 members 
Mstep: Class 10 contains 18176 members 
Mstep: Class 11 contains 102375 members 
Mstep: Class 12 contains 39177 members 
Mstep: Class 13 contains 34821 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150179 members 
Mstep: Class 18 contains 11539 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049720.000000 Penalty: 56640.539062
Iteration 302Q: 18 clusters Score -8.004972e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6088 members 
Mstep: Class 4 contains 43848 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6122 members 
Mstep: Class 8 contains 17086 members 
Mstep: Class 9 contains 224105 members 
Mstep: Class 10 contains 18173 members 
Mstep: Class 11 contains 102363 members 
Mstep: Class 12 contains 39182 members 
Mstep: Class 13 contains 34818 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150179 members 
Mstep: Class 18 contains 11539 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049800.000000 Penalty: 56640.539062
Iteration 303Q: 18 clusters Score -8.00498e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6090 members 
Mstep: Class 4 contains 43845 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6122 members 
Mstep: Class 8 contains 17113 members 
Mstep: Class 9 contains 224098 members 
Mstep: Class 10 contains 18170 members 
Mstep: Class 11 contains 102351 members 
Mstep: Class 12 contains 39184 members 
Mstep: Class 13 contains 34819 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150173 members 
Mstep: Class 18 contains 11539 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049776.000000 Penalty: 56640.539062
Iteration 304Q: 18 clusters Score -8.004978e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6091 members 
Mstep: Class 4 contains 43842 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6123 members 
Mstep: Class 8 contains 17143 members 
Mstep: Class 9 contains 224085 members 
Mstep: Class 10 contains 18169 members 
Mstep: Class 11 contains 102343 members 
Mstep: Class 12 contains 39183 members 
Mstep: Class 13 contains 34817 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150170 members 
Mstep: Class 18 contains 11538 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049856.000000 Penalty: 56640.539062
Iteration 305Q: 18 clusters Score -8.004986e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6092 members 
Mstep: Class 4 contains 43838 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6123 members 
Mstep: Class 8 contains 17165 members 
Mstep: Class 9 contains 224069 members 
Mstep: Class 10 contains 18166 members 
Mstep: Class 11 contains 102333 members 
Mstep: Class 12 contains 39184 members 
Mstep: Class 13 contains 34817 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150180 members 
Mstep: Class 18 contains 11537 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049840.000000 Penalty: 56640.539062
Iteration 306Q: 18 clusters Score -8.004984e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6095 members 
Mstep: Class 4 contains 43836 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6123 members 
Mstep: Class 8 contains 17189 members 
Mstep: Class 9 contains 224070 members 
Mstep: Class 10 contains 18164 members 
Mstep: Class 11 contains 102320 members 
Mstep: Class 12 contains 39180 members 
Mstep: Class 13 contains 34811 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150179 members 
Mstep: Class 18 contains 11537 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049720.000000 Penalty: 56640.539062
Iteration 307Q: 18 clusters Score -8.004972e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6095 members 
Mstep: Class 4 contains 43834 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6124 members 
Mstep: Class 8 contains 17210 members 
Mstep: Class 9 contains 224062 members 
Mstep: Class 10 contains 18161 members 
Mstep: Class 11 contains 102309 members 
Mstep: Class 12 contains 39179 members 
Mstep: Class 13 contains 34806 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150185 members 
Mstep: Class 18 contains 11539 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049776.000000 Penalty: 56640.539062
Iteration 308Q: 18 clusters Score -8.004978e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6095 members 
Mstep: Class 4 contains 43833 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6127 members 
Mstep: Class 8 contains 17238 members 
Mstep: Class 9 contains 224059 members 
Mstep: Class 10 contains 18160 members 
Mstep: Class 11 contains 102295 members 
Mstep: Class 12 contains 39178 members 
Mstep: Class 13 contains 34802 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150177 members 
Mstep: Class 18 contains 11539 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049808.000000 Penalty: 56640.539062
Iteration 309Q: 18 clusters Score -8.004981e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6095 members 
Mstep: Class 4 contains 43832 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 17261 members 
Mstep: Class 9 contains 224056 members 
Mstep: Class 10 contains 18160 members 
Mstep: Class 11 contains 102283 members 
Mstep: Class 12 contains 39177 members 
Mstep: Class 13 contains 34799 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150173 members 
Mstep: Class 18 contains 11539 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049768.000000 Penalty: 56640.539062
Iteration 310Q: 18 clusters Score -8.004977e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6095 members 
Mstep: Class 4 contains 43833 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 17279 members 
Mstep: Class 9 contains 224063 members 
Mstep: Class 10 contains 18157 members 
Mstep: Class 11 contains 102266 members 
Mstep: Class 12 contains 39175 members 
Mstep: Class 13 contains 34795 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150172 members 
Mstep: Class 18 contains 11540 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049768.000000 Penalty: 56640.539062
Iteration 311Q: 18 clusters Score -8.004977e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6095 members 
Mstep: Class 4 contains 43833 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 17299 members 
Mstep: Class 9 contains 224069 members 
Mstep: Class 10 contains 18154 members 
Mstep: Class 11 contains 102250 members 
Mstep: Class 12 contains 39173 members 
Mstep: Class 13 contains 34794 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150170 members 
Mstep: Class 18 contains 11538 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049760.000000 Penalty: 56640.539062
Iteration 312Q: 18 clusters Score -8.004976e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6096 members 
Mstep: Class 4 contains 43834 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 17316 members 
Mstep: Class 9 contains 224062 members 
Mstep: Class 10 contains 18154 members 
Mstep: Class 11 contains 102244 members 
Mstep: Class 12 contains 39172 members 
Mstep: Class 13 contains 34793 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150167 members 
Mstep: Class 18 contains 11537 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049768.000000 Penalty: 56640.539062
Iteration 313Q: 18 clusters Score -8.004977e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6096 members 
Mstep: Class 4 contains 43833 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 17332 members 
Mstep: Class 9 contains 224055 members 
Mstep: Class 10 contains 18155 members 
Mstep: Class 11 contains 102232 members 
Mstep: Class 12 contains 39173 members 
Mstep: Class 13 contains 34792 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150170 members 
Mstep: Class 18 contains 11537 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049704.000000 Penalty: 56640.539062
Iteration 314Q: 18 clusters Score -8.00497e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6095 members 
Mstep: Class 4 contains 43832 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 17353 members 
Mstep: Class 9 contains 224041 members 
Mstep: Class 10 contains 18155 members 
Mstep: Class 11 contains 102228 members 
Mstep: Class 12 contains 39173 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150174 members 
Mstep: Class 18 contains 11537 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049792.000000 Penalty: 56640.539062
Iteration 315Q: 18 clusters Score -8.004979e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6095 members 
Mstep: Class 4 contains 43832 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 17374 members 
Mstep: Class 9 contains 224041 members 
Mstep: Class 10 contains 18152 members 
Mstep: Class 11 contains 102219 members 
Mstep: Class 12 contains 39172 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150165 members 
Mstep: Class 18 contains 11538 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049768.000000 Penalty: 56640.539062
Iteration 316Q: 18 clusters Score -8.004977e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6096 members 
Mstep: Class 4 contains 43835 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 17390 members 
Mstep: Class 9 contains 224033 members 
Mstep: Class 10 contains 18148 members 
Mstep: Class 11 contains 102215 members 
Mstep: Class 12 contains 39171 members 
Mstep: Class 13 contains 34790 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150160 members 
Mstep: Class 18 contains 11538 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049800.000000 Penalty: 56640.539062
Iteration 317Q: 18 clusters Score -8.00498e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6097 members 
Mstep: Class 4 contains 43835 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6127 members 
Mstep: Class 8 contains 17412 members 
Mstep: Class 9 contains 224024 members 
Mstep: Class 10 contains 18146 members 
Mstep: Class 11 contains 102208 members 
Mstep: Class 12 contains 39171 members 
Mstep: Class 13 contains 34792 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150155 members 
Mstep: Class 18 contains 11537 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049720.000000 Penalty: 56640.539062
Iteration 318Q: 18 clusters Score -8.004972e+07 nChanged 62
Entering ConstructFrom: 
Score: -80049720.000000 Penalty: 56640.539062
Entering ConstructFrom: 
Trying to split cluster 1 (1975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Entering Unmasked Estep 
Score: -212300.515625 Penalty: 1881.904297
	Iteration 0F: 2 clusters Score -212300.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -209693.781250 Penalty: 3763.808594
	Iteration 0F: 3 clusters Score -209693.8 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -210316.750000 Penalty: 3763.808594
	Iteration 1F: 3 clusters Score -210316.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -210705.437500 Penalty: 3763.808594
	Iteration 2F: 3 clusters Score -210705.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -211037.671875 Penalty: 3763.808594
	Iteration 3F: 3 clusters Score -211037.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -211423.984375 Penalty: 3763.808594
	Iteration 4F: 3 clusters Score -211424 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -211945.859375 Penalty: 3763.808594
	Iteration 5F: 3 clusters Score -211945.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -212490.765625 Penalty: 3763.808594
	Iteration 6F: 3 clusters Score -212490.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -212790.000000 Penalty: 3763.808594
	Iteration 7F: 3 clusters Score -212790 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -212890.578125 Penalty: 3763.808594
	Iteration 8Q: 3 clusters Score -212890.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -212903.984375 Penalty: 3763.808594
	Iteration 9Q: 3 clusters Score -212904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -212907.750000 Penalty: 3763.808594
	Iteration 10Q: 3 clusters Score -212907.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -212909.468750 Penalty: 3763.808594
	Iteration 11Q: 3 clusters Score -212909.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -212911.515625 Penalty: 3763.808594
	Iteration 12Q: 3 clusters Score -212911.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -212911.515625 Penalty: 3763.808594
	Iteration 13F: 3 clusters Score -212911.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 43837 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6126 members 
Mstep: Class 8 contains 17429 members 
Mstep: Class 9 contains 224011 members 
Mstep: Class 10 contains 18146 members 
Mstep: Class 11 contains 102208 members 
Mstep: Class 12 contains 39172 members 
Mstep: Class 13 contains 34792 members 
Mstep: Class 14 contains 909 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150147 members 
Mstep: Class 18 contains 11538 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
Score: -80048816.000000 Penalty: 59972.335938
Splitting cluster 1 changes total score from -80049720.000000 to -80048816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -236076.609375 Penalty: 1896.769165
	Iteration 0F: 2 clusters Score -236076.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -233349.187500 Penalty: 3793.538330
	Iteration 0F: 3 clusters Score -233349.2 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -233938.453125 Penalty: 3793.538330
	Iteration 1F: 3 clusters Score -233938.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -234179.203125 Penalty: 3793.538330
	Iteration 2F: 3 clusters Score -234179.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -234424.687500 Penalty: 3793.538330
	Iteration 3F: 3 clusters Score -234424.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -234696.734375 Penalty: 3793.538330
	Iteration 4F: 3 clusters Score -234696.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -234939.187500 Penalty: 3793.538330
	Iteration 5F: 3 clusters Score -234939.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -235117.609375 Penalty: 3793.538330
	Iteration 6F: 3 clusters Score -235117.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -235248.984375 Penalty: 3793.538330
	Iteration 7Q: 3 clusters Score -235249 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -235378.515625 Penalty: 3793.538330
	Iteration 8Q: 3 clusters Score -235378.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -235528.625000 Penalty: 3793.538330
	Iteration 9Q: 3 clusters Score -235528.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -235632.140625 Penalty: 3793.538330
	Iteration 10Q: 3 clusters Score -235632.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -235687.312500 Penalty: 3793.538330
	Iteration 11Q: 3 clusters Score -235687.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -235735.015625 Penalty: 3793.538330
	Iteration 12Q: 3 clusters Score -235735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -235753.953125 Penalty: 3793.538330
	Iteration 13Q: 3 clusters Score -235754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -235759.968750 Penalty: 3793.538330
	Iteration 14Q: 3 clusters Score -235760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -235766.625000 Penalty: 3793.538330
	Iteration 15Q: 3 clusters Score -235766.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -235770.796875 Penalty: 3793.538330
	Iteration 16Q: 3 clusters Score -235770.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -235776.343750 Penalty: 3793.538330
	Iteration 17Q: 3 clusters Score -235776.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -235780.500000 Penalty: 3793.538330
	Iteration 18Q: 3 clusters Score -235780.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -235784.625000 Penalty: 3793.538330
	Iteration 19Q: 3 clusters Score -235784.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -235788.000000 Penalty: 3793.538330
	Iteration 20F: 3 clusters Score -235788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -235790.140625 Penalty: 3793.538330
	Iteration 21Q: 3 clusters Score -235790.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -235792.046875 Penalty: 3793.538330
	Iteration 22Q: 3 clusters Score -235792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -235792.906250 Penalty: 3793.538330
	Iteration 23Q: 3 clusters Score -235792.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -235793.140625 Penalty: 3793.538330
	Iteration 24Q: 3 clusters Score -235793.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -235793.625000 Penalty: 3793.538330
	Iteration 25Q: 3 clusters Score -235793.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -235794.125000 Penalty: 3793.538330
	Iteration 26Q: 3 clusters Score -235794.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -235794.125000 Penalty: 3793.538330
	Iteration 27F: 3 clusters Score -235794.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Entering Unmasked Estep 
Score: -738866.187500 Penalty: 2161.497559
	Iteration 0F: 2 clusters Score -738866.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -733660.000000 Penalty: 4322.995117
	Iteration 0F: 3 clusters Score -733660 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -735017.687500 Penalty: 4322.995117
	Iteration 1F: 3 clusters Score -735017.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -735318.562500 Penalty: 4322.995117
	Iteration 2F: 3 clusters Score -735318.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -735643.500000 Penalty: 4322.995117
	Iteration 3F: 3 clusters Score -735643.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -736009.000000 Penalty: 4322.995117
	Iteration 4F: 3 clusters Score -736009 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -736386.187500 Penalty: 4322.995117
	Iteration 5F: 3 clusters Score -736386.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -736792.000000 Penalty: 4322.995117
	Iteration 6F: 3 clusters Score -736792 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -737209.625000 Penalty: 4322.995117
	Iteration 7F: 3 clusters Score -737209.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -737566.125000 Penalty: 4322.995117
	Iteration 8F: 3 clusters Score -737566.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -737841.500000 Penalty: 4322.995117
	Iteration 9Q: 3 clusters Score -737841.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -738038.750000 Penalty: 4322.995117
	Iteration 10Q: 3 clusters Score -738038.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -738164.687500 Penalty: 4322.995117
	Iteration 11Q: 3 clusters Score -738164.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -738246.250000 Penalty: 4322.995117
	Iteration 12Q: 3 clusters Score -738246.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -738291.312500 Penalty: 4322.995117
	Iteration 13Q: 3 clusters Score -738291.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -738316.250000 Penalty: 4322.995117
	Iteration 14Q: 3 clusters Score -738316.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -738327.250000 Penalty: 4322.995117
	Iteration 15Q: 3 clusters Score -738327.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -738341.375000 Penalty: 4322.995117
	Iteration 16Q: 3 clusters Score -738341.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -738346.812500 Penalty: 4322.995117
	Iteration 17Q: 3 clusters Score -738346.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -738347.125000 Penalty: 4322.995117
	Iteration 18Q: 3 clusters Score -738347.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -738350.250000 Penalty: 4322.995117
	Iteration 19Q: 3 clusters Score -738350.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -738351.250000 Penalty: 4322.995117
	Iteration 20F: 3 clusters Score -738351.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -738353.562500 Penalty: 4322.995117
	Iteration 21Q: 3 clusters Score -738353.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -738354.187500 Penalty: 4322.995117
	Iteration 22Q: 3 clusters Score -738354.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -738354.187500 Penalty: 4322.995117
	Iteration 23F: 3 clusters Score -738354.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Entering Unmasked Estep 
Score: -5117887.500000 Penalty: 2650.681885
	Iteration 0F: 2 clusters Score -5117888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -5088095.500000 Penalty: 5301.363770
	Iteration 0F: 3 clusters Score -5088096 nChanged 20154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -5099210.000000 Penalty: 5301.363770
	Iteration 1F: 3 clusters Score -5099210 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -5099691.500000 Penalty: 5301.363770
	Iteration 2Q: 3 clusters Score -5099692 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -5100138.500000 Penalty: 5301.363770
	Iteration 3Q: 3 clusters Score -5100138 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -5100515.000000 Penalty: 5301.363770
	Iteration 4Q: 3 clusters Score -5100515 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -5100882.000000 Penalty: 5301.363770
	Iteration 5Q: 3 clusters Score -5100882 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -5101245.500000 Penalty: 5301.363770
	Iteration 6Q: 3 clusters Score -5101246 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -5101635.000000 Penalty: 5301.363770
	Iteration 7Q: 3 clusters Score -5101635 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -5102131.500000 Penalty: 5301.363770
	Iteration 8Q: 3 clusters Score -5102132 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -5102737.000000 Penalty: 5301.363770
	Iteration 9Q: 3 clusters Score -5102737 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -5103397.000000 Penalty: 5301.363770
	Iteration 10Q: 3 clusters Score -5103397 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -5104256.000000 Penalty: 5301.363770
	Iteration 11Q: 3 clusters Score -5104256 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -5105147.500000 Penalty: 5301.363770
	Iteration 12Q: 3 clusters Score -5105148 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -5106085.500000 Penalty: 5301.363770
	Iteration 13Q: 3 clusters Score -5106086 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -5107047.000000 Penalty: 5301.363770
	Iteration 14Q: 3 clusters Score -5107047 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -5107990.500000 Penalty: 5301.363770
	Iteration 15Q: 3 clusters Score -5107990 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -5108842.000000 Penalty: 5301.363770
	Iteration 16Q: 3 clusters Score -5108842 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -5109746.000000 Penalty: 5301.363770
	Iteration 17Q: 3 clusters Score -5109746 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -5110624.500000 Penalty: 5301.363770
	Iteration 18Q: 3 clusters Score -5110624 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -5111376.000000 Penalty: 5301.363770
	Iteration 19Q: 3 clusters Score -5111376 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -5112105.500000 Penalty: 5301.363770
	Iteration 20F: 3 clusters Score -5112106 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -5112707.000000 Penalty: 5301.363770
	Iteration 21Q: 3 clusters Score -5112707 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -5113252.000000 Penalty: 5301.363770
	Iteration 22Q: 3 clusters Score -5113252 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -5113704.000000 Penalty: 5301.363770
	Iteration 23Q: 3 clusters Score -5113704 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -5114114.000000 Penalty: 5301.363770
	Iteration 24Q: 3 clusters Score -5114114 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -5114412.500000 Penalty: 5301.363770
	Iteration 25Q: 3 clusters Score -5114412 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -5114666.000000 Penalty: 5301.363770
	Iteration 26Q: 3 clusters Score -5114666 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -5114834.000000 Penalty: 5301.363770
	Iteration 27Q: 3 clusters Score -5114834 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -5114981.500000 Penalty: 5301.363770
	Iteration 28Q: 3 clusters Score -5114982 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -5115107.500000 Penalty: 5301.363770
	Iteration 29Q: 3 clusters Score -5115108 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -5115180.500000 Penalty: 5301.363770
	Iteration 30Q: 3 clusters Score -5115180 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -5115262.500000 Penalty: 5301.363770
	Iteration 31Q: 3 clusters Score -5115262 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -5115330.500000 Penalty: 5301.363770
	Iteration 32Q: 3 clusters Score -5115330 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -5115412.500000 Penalty: 5301.363770
	Iteration 33Q: 3 clusters Score -5115412 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -5115467.500000 Penalty: 5301.363770
	Iteration 34Q: 3 clusters Score -5115468 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -5115501.000000 Penalty: 5301.363770
	Iteration 35Q: 3 clusters Score -5115501 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -5115515.000000 Penalty: 5301.363770
	Iteration 36Q: 3 clusters Score -5115515 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -5115534.500000 Penalty: 5301.363770
	Iteration 37Q: 3 clusters Score -5115534 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -5115560.000000 Penalty: 5301.363770
	Iteration 38Q: 3 clusters Score -5115560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -5115574.500000 Penalty: 5301.363770
	Iteration 39Q: 3 clusters Score -5115574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -5115597.000000 Penalty: 5301.363770
	Iteration 40F: 3 clusters Score -5115597 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -5115606.500000 Penalty: 5301.363770
	Iteration 41Q: 3 clusters Score -5115606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -5115624.500000 Penalty: 5301.363770
	Iteration 42Q: 3 clusters Score -5115624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -5115635.500000 Penalty: 5301.363770
	Iteration 43Q: 3 clusters Score -5115636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -5115644.500000 Penalty: 5301.363770
	Iteration 44Q: 3 clusters Score -5115644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -5115651.000000 Penalty: 5301.363770
	Iteration 45Q: 3 clusters Score -5115651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -5115655.000000 Penalty: 5301.363770
	Iteration 46Q: 3 clusters Score -5115655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -5115657.500000 Penalty: 5301.363770
	Iteration 47Q: 3 clusters Score -5115658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -5115667.000000 Penalty: 5301.363770
	Iteration 48Q: 3 clusters Score -5115667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -5115672.500000 Penalty: 5301.363770
	Iteration 49Q: 3 clusters Score -5115672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -5115668.500000 Penalty: 5301.363770
	Iteration 50Q: 3 clusters Score -5115668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -5115669.500000 Penalty: 5301.363770
	Iteration 51Q: 3 clusters Score -5115670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -5115667.000000 Penalty: 5301.363770
	Iteration 52Q: 3 clusters Score -5115667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -5115669.000000 Penalty: 5301.363770
	Iteration 53Q: 3 clusters Score -5115669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -5115669.000000 Penalty: 5301.363770
	Iteration 54F: 3 clusters Score -5115669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Entering Unmasked Estep 
Score: -2275604.250000 Penalty: 2443.826660
	Iteration 0F: 2 clusters Score -2275604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2262244.250000 Penalty: 4887.653320
	Iteration 0F: 3 clusters Score -2262244 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2266677.000000 Penalty: 4887.653320
	Iteration 1F: 3 clusters Score -2266677 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2267226.250000 Penalty: 4887.653320
	Iteration 2F: 3 clusters Score -2267226 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2267854.000000 Penalty: 4887.653320
	Iteration 3F: 3 clusters Score -2267854 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2268650.000000 Penalty: 4887.653320
	Iteration 4F: 3 clusters Score -2268650 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2269615.750000 Penalty: 4887.653320
	Iteration 5F: 3 clusters Score -2269616 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2270571.500000 Penalty: 4887.653320
	Iteration 6F: 3 clusters Score -2270572 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2271386.500000 Penalty: 4887.653320
	Iteration 7F: 3 clusters Score -2271386 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2272055.000000 Penalty: 4887.653320
	Iteration 8F: 3 clusters Score -2272055 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2272546.500000 Penalty: 4887.653320
	Iteration 9Q: 3 clusters Score -2272546 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2272921.500000 Penalty: 4887.653320
	Iteration 10Q: 3 clusters Score -2272922 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2273199.500000 Penalty: 4887.653320
	Iteration 11Q: 3 clusters Score -2273200 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2273417.250000 Penalty: 4887.653320
	Iteration 12Q: 3 clusters Score -2273417 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2273591.250000 Penalty: 4887.653320
	Iteration 13Q: 3 clusters Score -2273591 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2273727.250000 Penalty: 4887.653320
	Iteration 14Q: 3 clusters Score -2273727 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2273823.750000 Penalty: 4887.653320
	Iteration 15Q: 3 clusters Score -2273824 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2273885.750000 Penalty: 4887.653320
	Iteration 16Q: 3 clusters Score -2273886 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2273950.250000 Penalty: 4887.653320
	Iteration 17Q: 3 clusters Score -2273950 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2273993.250000 Penalty: 4887.653320
	Iteration 18Q: 3 clusters Score -2273993 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2274026.750000 Penalty: 4887.653320
	Iteration 19Q: 3 clusters Score -2274027 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2274042.750000 Penalty: 4887.653320
	Iteration 20F: 3 clusters Score -2274043 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2274086.250000 Penalty: 4887.653320
	Iteration 21Q: 3 clusters Score -2274086 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2274104.250000 Penalty: 4887.653320
	Iteration 22Q: 3 clusters Score -2274104 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2274140.500000 Penalty: 4887.653320
	Iteration 23Q: 3 clusters Score -2274140 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2274162.500000 Penalty: 4887.653320
	Iteration 24Q: 3 clusters Score -2274162 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2274187.500000 Penalty: 4887.653320
	Iteration 25Q: 3 clusters Score -2274188 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2274214.000000 Penalty: 4887.653320
	Iteration 26Q: 3 clusters Score -2274214 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2274234.250000 Penalty: 4887.653320
	Iteration 27Q: 3 clusters Score -2274234 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2274243.500000 Penalty: 4887.653320
	Iteration 28Q: 3 clusters Score -2274244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2274265.000000 Penalty: 4887.653320
	Iteration 29Q: 3 clusters Score -2274265 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2274273.000000 Penalty: 4887.653320
	Iteration 30Q: 3 clusters Score -2274273 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2274279.750000 Penalty: 4887.653320
	Iteration 31Q: 3 clusters Score -2274280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2274280.000000 Penalty: 4887.653320
	Iteration 32Q: 3 clusters Score -2274280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2274283.500000 Penalty: 4887.653320
	Iteration 33Q: 3 clusters Score -2274284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2274289.000000 Penalty: 4887.653320
	Iteration 34Q: 3 clusters Score -2274289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2274290.500000 Penalty: 4887.653320
	Iteration 35Q: 3 clusters Score -2274290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2274292.500000 Penalty: 4887.653320
	Iteration 36Q: 3 clusters Score -2274292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2274300.000000 Penalty: 4887.653320
	Iteration 37Q: 3 clusters Score -2274300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2274304.000000 Penalty: 4887.653320
	Iteration 38Q: 3 clusters Score -2274304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2274302.500000 Penalty: 4887.653320
	Iteration 39Q: 3 clusters Score -2274302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2274306.250000 Penalty: 4887.653320
	Iteration 40F: 3 clusters Score -2274306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2274305.500000 Penalty: 4887.653320
	Iteration 41Q: 3 clusters Score -2274306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2274305.000000 Penalty: 4887.653320
	Iteration 42Q: 3 clusters Score -2274305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2274304.250000 Penalty: 4887.653320
	Iteration 43Q: 3 clusters Score -2274304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2274300.750000 Penalty: 4887.653320
	Iteration 44Q: 3 clusters Score -2274301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2274308.750000 Penalty: 4887.653320
	Iteration 45Q: 3 clusters Score -2274309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2274311.000000 Penalty: 4887.653320
	Iteration 46Q: 3 clusters Score -2274311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2274306.250000 Penalty: 4887.653320
	Iteration 47Q: 3 clusters Score -2274306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2274312.000000 Penalty: 4887.653320
	Iteration 48Q: 3 clusters Score -2274312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2274313.250000 Penalty: 4887.653320
	Iteration 49Q: 3 clusters Score -2274313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2274317.500000 Penalty: 4887.653320
	Iteration 50Q: 3 clusters Score -2274318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2274316.250000 Penalty: 4887.653320
	Iteration 51Q: 3 clusters Score -2274316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2274317.750000 Penalty: 4887.653320
	Iteration 52Q: 3 clusters Score -2274318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2274314.250000 Penalty: 4887.653320
	Iteration 53Q: 3 clusters Score -2274314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2274316.250000 Penalty: 4887.653320
	Iteration 54Q: 3 clusters Score -2274316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2274312.250000 Penalty: 4887.653320
	Iteration 55Q: 3 clusters Score -2274312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2274312.500000 Penalty: 4887.653320
	Iteration 56Q: 3 clusters Score -2274312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2274315.750000 Penalty: 4887.653320
	Iteration 57Q: 3 clusters Score -2274316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2274314.000000 Penalty: 4887.653320
	Iteration 58Q: 3 clusters Score -2274314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2274315.000000 Penalty: 4887.653320
	Iteration 59Q: 3 clusters Score -2274315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2274315.000000 Penalty: 4887.653320
	Iteration 60F: 3 clusters Score -2274315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -56940.867188 Penalty: 1572.846191
	Iteration 0F: 2 clusters Score -56940.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -55364.726562 Penalty: 3145.692383
	Iteration 0F: 3 clusters Score -55364.73 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55609.359375 Penalty: 3145.692383
	Iteration 1F: 3 clusters Score -55609.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -55724.511719 Penalty: 3145.692383
	Iteration 2F: 3 clusters Score -55724.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55828.371094 Penalty: 3145.692383
	Iteration 3Q: 3 clusters Score -55828.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55942.714844 Penalty: 3145.692383
	Iteration 4Q: 3 clusters Score -55942.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56036.171875 Penalty: 3145.692383
	Iteration 5Q: 3 clusters Score -56036.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56124.949219 Penalty: 3145.692383
	Iteration 6Q: 3 clusters Score -56124.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56171.691406 Penalty: 3145.692383
	Iteration 7Q: 3 clusters Score -56171.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -56188.527344 Penalty: 3145.692383
	Iteration 8Q: 3 clusters Score -56188.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -56197.449219 Penalty: 3145.692383
	Iteration 9Q: 3 clusters Score -56197.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56203.304688 Penalty: 3145.692383
	Iteration 10Q: 3 clusters Score -56203.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56207.179688 Penalty: 3145.692383
	Iteration 11Q: 3 clusters Score -56207.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56208.332031 Penalty: 3145.692383
	Iteration 12Q: 3 clusters Score -56208.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56208.332031 Penalty: 3145.692383
	Iteration 13F: 3 clusters Score -56208.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Entering Unmasked Estep 
Score: -685859.937500 Penalty: 2162.633545
	Iteration 0F: 2 clusters Score -685859.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -680597.437500 Penalty: 4325.267090
	Iteration 0F: 3 clusters Score -680597.4 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -682158.312500 Penalty: 4325.267090
	Iteration 1F: 3 clusters Score -682158.3 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -682480.687500 Penalty: 4325.267090
	Iteration 2F: 3 clusters Score -682480.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -682702.687500 Penalty: 4325.267090
	Iteration 3F: 3 clusters Score -682702.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -682869.875000 Penalty: 4325.267090
	Iteration 4Q: 3 clusters Score -682869.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -683040.375000 Penalty: 4325.267090
	Iteration 5Q: 3 clusters Score -683040.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -683202.375000 Penalty: 4325.267090
	Iteration 6Q: 3 clusters Score -683202.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -683329.687500 Penalty: 4325.267090
	Iteration 7Q: 3 clusters Score -683329.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -683443.000000 Penalty: 4325.267090
	Iteration 8Q: 3 clusters Score -683443 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -683547.250000 Penalty: 4325.267090
	Iteration 9Q: 3 clusters Score -683547.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -683670.937500 Penalty: 4325.267090
	Iteration 10Q: 3 clusters Score -683670.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -683811.250000 Penalty: 4325.267090
	Iteration 11Q: 3 clusters Score -683811.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -683959.562500 Penalty: 4325.267090
	Iteration 12Q: 3 clusters Score -683959.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -684112.125000 Penalty: 4325.267090
	Iteration 13Q: 3 clusters Score -684112.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -684253.312500 Penalty: 4325.267090
	Iteration 14Q: 3 clusters Score -684253.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -684387.937500 Penalty: 4325.267090
	Iteration 15Q: 3 clusters Score -684387.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -684511.125000 Penalty: 4325.267090
	Iteration 16Q: 3 clusters Score -684511.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -684604.562500 Penalty: 4325.267090
	Iteration 17Q: 3 clusters Score -684604.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -684675.625000 Penalty: 4325.267090
	Iteration 18Q: 3 clusters Score -684675.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -684732.562500 Penalty: 4325.267090
	Iteration 19Q: 3 clusters Score -684732.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -684794.562500 Penalty: 4325.267090
	Iteration 20F: 3 clusters Score -684794.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -684836.375000 Penalty: 4325.267090
	Iteration 21Q: 3 clusters Score -684836.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -684866.875000 Penalty: 4325.267090
	Iteration 22Q: 3 clusters Score -684866.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -684901.687500 Penalty: 4325.267090
	Iteration 23Q: 3 clusters Score -684901.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -684939.687500 Penalty: 4325.267090
	Iteration 24Q: 3 clusters Score -684939.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -684967.437500 Penalty: 4325.267090
	Iteration 25Q: 3 clusters Score -684967.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -685002.687500 Penalty: 4325.267090
	Iteration 26Q: 3 clusters Score -685002.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -685038.562500 Penalty: 4325.267090
	Iteration 27Q: 3 clusters Score -685038.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -685053.375000 Penalty: 4325.267090
	Iteration 28Q: 3 clusters Score -685053.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -685064.125000 Penalty: 4325.267090
	Iteration 29Q: 3 clusters Score -685064.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -685075.000000 Penalty: 4325.267090
	Iteration 30Q: 3 clusters Score -685075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -685081.125000 Penalty: 4325.267090
	Iteration 31Q: 3 clusters Score -685081.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -685085.125000 Penalty: 4325.267090
	Iteration 32Q: 3 clusters Score -685085.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -685087.625000 Penalty: 4325.267090
	Iteration 33Q: 3 clusters Score -685087.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -685088.687500 Penalty: 4325.267090
	Iteration 34Q: 3 clusters Score -685088.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -685104.625000 Penalty: 4325.267090
	Iteration 35F: 3 clusters Score -685104.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -685133.937500 Penalty: 4325.267090
	Iteration 36Q: 3 clusters Score -685133.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -685156.875000 Penalty: 4325.267090
	Iteration 37Q: 3 clusters Score -685156.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -685184.687500 Penalty: 4325.267090
	Iteration 38Q: 3 clusters Score -685184.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -685205.937500 Penalty: 4325.267090
	Iteration 39Q: 3 clusters Score -685205.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -685214.937500 Penalty: 4325.267090
	Iteration 40F: 3 clusters Score -685214.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -685222.312500 Penalty: 4325.267090
	Iteration 41Q: 3 clusters Score -685222.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -685226.875000 Penalty: 4325.267090
	Iteration 42Q: 3 clusters Score -685226.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -685227.687500 Penalty: 4325.267090
	Iteration 43Q: 3 clusters Score -685227.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -685231.500000 Penalty: 4325.267090
	Iteration 44Q: 3 clusters Score -685231.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -685236.000000 Penalty: 4325.267090
	Iteration 45Q: 3 clusters Score -685236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -685236.437500 Penalty: 4325.267090
	Iteration 46Q: 3 clusters Score -685236.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -685236.437500 Penalty: 4325.267090
	Iteration 47F: 3 clusters Score -685236.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Entering Unmasked Estep 
Score: -2121574.500000 Penalty: 2421.940918
	Iteration 0F: 2 clusters Score -2121574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2109128.250000 Penalty: 4843.881836
	Iteration 0F: 3 clusters Score -2109128 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2113627.000000 Penalty: 4843.881836
	Iteration 1F: 3 clusters Score -2113627 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2114999.250000 Penalty: 4843.881836
	Iteration 2F: 3 clusters Score -2114999 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2116540.250000 Penalty: 4843.881836
	Iteration 3F: 3 clusters Score -2116540 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2118032.500000 Penalty: 4843.881836
	Iteration 4F: 3 clusters Score -2118032 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2119140.250000 Penalty: 4843.881836
	Iteration 5F: 3 clusters Score -2119140 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2119780.500000 Penalty: 4843.881836
	Iteration 6F: 3 clusters Score -2119780 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2120140.750000 Penalty: 4843.881836
	Iteration 7Q: 3 clusters Score -2120141 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2120383.750000 Penalty: 4843.881836
	Iteration 8Q: 3 clusters Score -2120384 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2120555.250000 Penalty: 4843.881836
	Iteration 9Q: 3 clusters Score -2120555 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2120672.000000 Penalty: 4843.881836
	Iteration 10Q: 3 clusters Score -2120672 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2120788.000000 Penalty: 4843.881836
	Iteration 11Q: 3 clusters Score -2120788 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2120888.500000 Penalty: 4843.881836
	Iteration 12Q: 3 clusters Score -2120888 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2120982.250000 Penalty: 4843.881836
	Iteration 13Q: 3 clusters Score -2120982 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2121053.750000 Penalty: 4843.881836
	Iteration 14Q: 3 clusters Score -2121054 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2121131.250000 Penalty: 4843.881836
	Iteration 15Q: 3 clusters Score -2121131 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2121175.750000 Penalty: 4843.881836
	Iteration 16Q: 3 clusters Score -2121176 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2121214.000000 Penalty: 4843.881836
	Iteration 17Q: 3 clusters Score -2121214 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2121252.000000 Penalty: 4843.881836
	Iteration 18Q: 3 clusters Score -2121252 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2121275.500000 Penalty: 4843.881836
	Iteration 19Q: 3 clusters Score -2121276 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2121302.750000 Penalty: 4843.881836
	Iteration 20F: 3 clusters Score -2121303 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2121320.000000 Penalty: 4843.881836
	Iteration 21Q: 3 clusters Score -2121320 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2121336.750000 Penalty: 4843.881836
	Iteration 22Q: 3 clusters Score -2121337 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2121352.250000 Penalty: 4843.881836
	Iteration 23Q: 3 clusters Score -2121352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2121356.750000 Penalty: 4843.881836
	Iteration 24Q: 3 clusters Score -2121357 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2121376.000000 Penalty: 4843.881836
	Iteration 25Q: 3 clusters Score -2121376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2121377.500000 Penalty: 4843.881836
	Iteration 26Q: 3 clusters Score -2121378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2121381.000000 Penalty: 4843.881836
	Iteration 27Q: 3 clusters Score -2121381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2121388.750000 Penalty: 4843.881836
	Iteration 28Q: 3 clusters Score -2121389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2121390.750000 Penalty: 4843.881836
	Iteration 29Q: 3 clusters Score -2121391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2121392.250000 Penalty: 4843.881836
	Iteration 30Q: 3 clusters Score -2121392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2121392.500000 Penalty: 4843.881836
	Iteration 31Q: 3 clusters Score -2121392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2121396.750000 Penalty: 4843.881836
	Iteration 32Q: 3 clusters Score -2121397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2121397.750000 Penalty: 4843.881836
	Iteration 33Q: 3 clusters Score -2121398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2121397.500000 Penalty: 4843.881836
	Iteration 34Q: 3 clusters Score -2121398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2121395.500000 Penalty: 4843.881836
	Iteration 35Q: 3 clusters Score -2121396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2121398.000000 Penalty: 4843.881836
	Iteration 36Q: 3 clusters Score -2121398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2121400.500000 Penalty: 4843.881836
	Iteration 37Q: 3 clusters Score -2121400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2121400.250000 Penalty: 4843.881836
	Iteration 38Q: 3 clusters Score -2121400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2121403.000000 Penalty: 4843.881836
	Iteration 39Q: 3 clusters Score -2121403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2121403.500000 Penalty: 4843.881836
	Iteration 40F: 3 clusters Score -2121404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2121405.500000 Penalty: 4843.881836
	Iteration 41Q: 3 clusters Score -2121406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2121402.000000 Penalty: 4843.881836
	Iteration 42Q: 3 clusters Score -2121402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2121405.000000 Penalty: 4843.881836
	Iteration 43Q: 3 clusters Score -2121405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2121405.000000 Penalty: 4843.881836
	Iteration 44F: 3 clusters Score -2121405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (224011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224011 members 
Entering Unmasked Estep 
Score: -26679760.000000 Penalty: 3055.223633
	Iteration 0F: 2 clusters Score -2.667976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112229 members 
Mstep: Class 2 contains 111782 members 
Entering Unmasked Estep 
Score: -26542532.000000 Penalty: 6110.447266
	Iteration 0F: 3 clusters Score -2.654253e+07 nChanged 107704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115725 members 
Mstep: Class 2 contains 108286 members 
Entering Unmasked Estep 
Score: -26605394.000000 Penalty: 6110.447266
	Iteration 1F: 3 clusters Score -2.660539e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117617 members 
Mstep: Class 2 contains 106394 members 
Entering Unmasked Estep 
Score: -26606388.000000 Penalty: 6110.447266
	Iteration 2Q: 3 clusters Score -2.660639e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120358 members 
Mstep: Class 2 contains 103653 members 
Entering Unmasked Estep 
Score: -26607718.000000 Penalty: 6110.447266
	Iteration 3Q: 3 clusters Score -2.660772e+07 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124364 members 
Mstep: Class 2 contains 99647 members 
Entering Unmasked Estep 
Score: -26609100.000000 Penalty: 6110.447266
	Iteration 4Q: 3 clusters Score -2.66091e+07 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130176 members 
Mstep: Class 2 contains 93835 members 
Entering Unmasked Estep 
Score: -26611894.000000 Penalty: 6110.447266
	Iteration 5Q: 3 clusters Score -2.661189e+07 nChanged 10285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138245 members 
Mstep: Class 2 contains 85766 members 
Entering Unmasked Estep 
Score: -26616114.000000 Penalty: 6110.447266
	Iteration 6Q: 3 clusters Score -2.661611e+07 nChanged 12242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148259 members 
Mstep: Class 2 contains 75752 members 
Entering Unmasked Estep 
Score: -26623032.000000 Penalty: 6110.447266
	Iteration 7F: 3 clusters Score -2.662303e+07 nChanged 13648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158847 members 
Mstep: Class 2 contains 65164 members 
Entering Unmasked Estep 
Score: -26632092.000000 Penalty: 6110.447266
	Iteration 8F: 3 clusters Score -2.663209e+07 nChanged 13454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167647 members 
Mstep: Class 2 contains 56364 members 
Entering Unmasked Estep 
Score: -26641702.000000 Penalty: 6110.447266
	Iteration 9F: 3 clusters Score -2.66417e+07 nChanged 11743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172910 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -26649286.000000 Penalty: 6110.447266
	Iteration 10F: 3 clusters Score -2.664929e+07 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175339 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -26653414.000000 Penalty: 6110.447266
	Iteration 11Q: 3 clusters Score -2.665341e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176525 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -26654728.000000 Penalty: 6110.447266
	Iteration 12Q: 3 clusters Score -2.665473e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177315 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -26655358.000000 Penalty: 6110.447266
	Iteration 13Q: 3 clusters Score -2.665536e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178077 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -26655672.000000 Penalty: 6110.447266
	Iteration 14Q: 3 clusters Score -2.665567e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178834 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -26656024.000000 Penalty: 6110.447266
	Iteration 15Q: 3 clusters Score -2.665602e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179544 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -26656416.000000 Penalty: 6110.447266
	Iteration 16Q: 3 clusters Score -2.665642e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180218 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -26656806.000000 Penalty: 6110.447266
	Iteration 17Q: 3 clusters Score -2.665681e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180835 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -26657232.000000 Penalty: 6110.447266
	Iteration 18Q: 3 clusters Score -2.665723e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181442 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -26657622.000000 Penalty: 6110.447266
	Iteration 19Q: 3 clusters Score -2.665762e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181965 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -26657882.000000 Penalty: 6110.447266
	Iteration 20F: 3 clusters Score -2.665788e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182503 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -26658236.000000 Penalty: 6110.447266
	Iteration 21Q: 3 clusters Score -2.665824e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182977 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -26658572.000000 Penalty: 6110.447266
	Iteration 22Q: 3 clusters Score -2.665857e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183460 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -26658960.000000 Penalty: 6110.447266
	Iteration 23Q: 3 clusters Score -2.665896e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183905 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -26659180.000000 Penalty: 6110.447266
	Iteration 24Q: 3 clusters Score -2.665918e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184363 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -26659562.000000 Penalty: 6110.447266
	Iteration 25Q: 3 clusters Score -2.665956e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184881 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -26659846.000000 Penalty: 6110.447266
	Iteration 26Q: 3 clusters Score -2.665985e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185291 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -26660336.000000 Penalty: 6110.447266
	Iteration 27Q: 3 clusters Score -2.666034e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185693 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -26660720.000000 Penalty: 6110.447266
	Iteration 28Q: 3 clusters Score -2.666072e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185996 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -26661028.000000 Penalty: 6110.447266
	Iteration 29Q: 3 clusters Score -2.666103e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186302 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -26661342.000000 Penalty: 6110.447266
	Iteration 30Q: 3 clusters Score -2.666134e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186547 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -26661846.000000 Penalty: 6110.447266
	Iteration 31Q: 3 clusters Score -2.666185e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186730 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -26662360.000000 Penalty: 6110.447266
	Iteration 32Q: 3 clusters Score -2.666236e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186901 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -26662886.000000 Penalty: 6110.447266
	Iteration 33Q: 3 clusters Score -2.666289e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187098 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -26663452.000000 Penalty: 6110.447266
	Iteration 34Q: 3 clusters Score -2.666345e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187292 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -26664010.000000 Penalty: 6110.447266
	Iteration 35Q: 3 clusters Score -2.666401e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187478 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -26664540.000000 Penalty: 6110.447266
	Iteration 36Q: 3 clusters Score -2.666454e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187697 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -26665044.000000 Penalty: 6110.447266
	Iteration 37Q: 3 clusters Score -2.666504e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188000 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -26665442.000000 Penalty: 6110.447266
	Iteration 38Q: 3 clusters Score -2.666544e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188284 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -26666028.000000 Penalty: 6110.447266
	Iteration 39Q: 3 clusters Score -2.666603e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188644 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -26666956.000000 Penalty: 6110.447266
	Iteration 40F: 3 clusters Score -2.666696e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188722 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -26667756.000000 Penalty: 6110.447266
	Iteration 41Q: 3 clusters Score -2.666776e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188795 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -26668438.000000 Penalty: 6110.447266
	Iteration 42Q: 3 clusters Score -2.666844e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188858 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -26669126.000000 Penalty: 6110.447266
	Iteration 43Q: 3 clusters Score -2.666913e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188942 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -26669782.000000 Penalty: 6110.447266
	Iteration 44Q: 3 clusters Score -2.666978e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188957 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -26670440.000000 Penalty: 6110.447266
	Iteration 45Q: 3 clusters Score -2.667044e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189000 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -26671020.000000 Penalty: 6110.447266
	Iteration 46Q: 3 clusters Score -2.667102e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188966 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -26671346.000000 Penalty: 6110.447266
	Iteration 47Q: 3 clusters Score -2.667135e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188909 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -26671826.000000 Penalty: 6110.447266
	Iteration 48Q: 3 clusters Score -2.667183e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188853 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -26672118.000000 Penalty: 6110.447266
	Iteration 49Q: 3 clusters Score -2.667212e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188805 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -26672374.000000 Penalty: 6110.447266
	Iteration 50Q: 3 clusters Score -2.667237e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188765 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -26672732.000000 Penalty: 6110.447266
	Iteration 51Q: 3 clusters Score -2.667273e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188670 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -26672886.000000 Penalty: 6110.447266
	Iteration 52Q: 3 clusters Score -2.667289e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188569 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -26673150.000000 Penalty: 6110.447266
	Iteration 53Q: 3 clusters Score -2.667315e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188491 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -26673284.000000 Penalty: 6110.447266
	Iteration 54Q: 3 clusters Score -2.667328e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188444 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -26673362.000000 Penalty: 6110.447266
	Iteration 55Q: 3 clusters Score -2.667336e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188451 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -26673508.000000 Penalty: 6110.447266
	Iteration 56Q: 3 clusters Score -2.667351e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188490 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -26673530.000000 Penalty: 6110.447266
	Iteration 57Q: 3 clusters Score -2.667353e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188510 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -26673582.000000 Penalty: 6110.447266
	Iteration 58Q: 3 clusters Score -2.667358e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188543 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -26673622.000000 Penalty: 6110.447266
	Iteration 59Q: 3 clusters Score -2.667362e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188575 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -26673770.000000 Penalty: 6110.447266
	Iteration 60F: 3 clusters Score -2.667377e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188611 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -26673798.000000 Penalty: 6110.447266
	Iteration 61Q: 3 clusters Score -2.66738e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188660 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -26673800.000000 Penalty: 6110.447266
	Iteration 62Q: 3 clusters Score -2.66738e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188719 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -26673820.000000 Penalty: 6110.447266
	Iteration 63Q: 3 clusters Score -2.667382e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188797 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -26673826.000000 Penalty: 6110.447266
	Iteration 64Q: 3 clusters Score -2.667383e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188867 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -26673874.000000 Penalty: 6110.447266
	Iteration 65Q: 3 clusters Score -2.667387e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188948 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -26673894.000000 Penalty: 6110.447266
	Iteration 66Q: 3 clusters Score -2.667389e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189038 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -26673974.000000 Penalty: 6110.447266
	Iteration 67Q: 3 clusters Score -2.667397e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189139 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -26673990.000000 Penalty: 6110.447266
	Iteration 68Q: 3 clusters Score -2.667399e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189235 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -26674054.000000 Penalty: 6110.447266
	Iteration 69Q: 3 clusters Score -2.667405e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189335 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -26674140.000000 Penalty: 6110.447266
	Iteration 70Q: 3 clusters Score -2.667414e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189450 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -26674202.000000 Penalty: 6110.447266
	Iteration 71Q: 3 clusters Score -2.66742e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189566 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -26674312.000000 Penalty: 6110.447266
	Iteration 72Q: 3 clusters Score -2.667431e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189701 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -26674396.000000 Penalty: 6110.447266
	Iteration 73Q: 3 clusters Score -2.66744e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189834 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -26674478.000000 Penalty: 6110.447266
	Iteration 74Q: 3 clusters Score -2.667448e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189991 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -26674642.000000 Penalty: 6110.447266
	Iteration 75Q: 3 clusters Score -2.667464e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190168 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -26674764.000000 Penalty: 6110.447266
	Iteration 76Q: 3 clusters Score -2.667476e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190394 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -26674968.000000 Penalty: 6110.447266
	Iteration 77Q: 3 clusters Score -2.667497e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190648 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -26675152.000000 Penalty: 6110.447266
	Iteration 78Q: 3 clusters Score -2.667515e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190950 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -26675434.000000 Penalty: 6110.447266
	Iteration 79Q: 3 clusters Score -2.667543e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191331 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -26675644.000000 Penalty: 6110.447266
	Iteration 80F: 3 clusters Score -2.667564e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191768 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -26676002.000000 Penalty: 6110.447266
	Iteration 81Q: 3 clusters Score -2.6676e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192230 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -26676298.000000 Penalty: 6110.447266
	Iteration 82Q: 3 clusters Score -2.66763e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192782 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -26676890.000000 Penalty: 6110.447266
	Iteration 83Q: 3 clusters Score -2.667689e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193440 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -26677462.000000 Penalty: 6110.447266
	Iteration 84Q: 3 clusters Score -2.667746e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194225 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -26677872.000000 Penalty: 6110.447266
	Iteration 85Q: 3 clusters Score -2.667787e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195125 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -26678582.000000 Penalty: 6110.447266
	Iteration 86Q: 3 clusters Score -2.667858e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196120 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -26679080.000000 Penalty: 6110.447266
	Iteration 87Q: 3 clusters Score -2.667908e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197290 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -26679900.000000 Penalty: 6110.447266
	Iteration 88Q: 3 clusters Score -2.66799e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198670 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -26680660.000000 Penalty: 6110.447266
	Iteration 89Q: 3 clusters Score -2.668066e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200185 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -26681258.000000 Penalty: 6110.447266
	Iteration 90Q: 3 clusters Score -2.668126e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201846 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -26681928.000000 Penalty: 6110.447266
	Iteration 91Q: 3 clusters Score -2.668193e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203629 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -26682470.000000 Penalty: 6110.447266
	Iteration 92Q: 3 clusters Score -2.668247e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205449 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -26682990.000000 Penalty: 6110.447266
	Iteration 93Q: 3 clusters Score -2.668299e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207314 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -26683318.000000 Penalty: 6110.447266
	Iteration 94Q: 3 clusters Score -2.668332e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209142 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -26683486.000000 Penalty: 6110.447266
	Iteration 95Q: 3 clusters Score -2.668349e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210879 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -26683562.000000 Penalty: 6110.447266
	Iteration 96Q: 3 clusters Score -2.668356e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212522 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -26683264.000000 Penalty: 6110.447266
	Iteration 97Q: 3 clusters Score -2.668326e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214036 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -26682924.000000 Penalty: 6110.447266
	Iteration 98Q: 3 clusters Score -2.668292e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215430 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -26682486.000000 Penalty: 6110.447266
	Iteration 99Q: 3 clusters Score -2.668249e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216653 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -26682146.000000 Penalty: 6110.447266
	Iteration 100F: 3 clusters Score -2.668215e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217754 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -26681620.000000 Penalty: 6110.447266
	Iteration 101Q: 3 clusters Score -2.668162e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218696 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -26681140.000000 Penalty: 6110.447266
	Iteration 102Q: 3 clusters Score -2.668114e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219569 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -26680678.000000 Penalty: 6110.447266
	Iteration 103Q: 3 clusters Score -2.668068e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220269 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -26680296.000000 Penalty: 6110.447266
	Iteration 104Q: 3 clusters Score -2.66803e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220856 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -26680002.000000 Penalty: 6110.447266
	Iteration 105Q: 3 clusters Score -2.668e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221332 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -26679628.000000 Penalty: 6110.447266
	Iteration 106Q: 3 clusters Score -2.667963e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221744 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -26679304.000000 Penalty: 6110.447266
	Iteration 107Q: 3 clusters Score -2.66793e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222070 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -26678996.000000 Penalty: 6110.447266
	Iteration 108Q: 3 clusters Score -2.6679e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222330 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -26678824.000000 Penalty: 6110.447266
	Iteration 109Q: 3 clusters Score -2.667882e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222569 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -26678596.000000 Penalty: 6110.447266
	Iteration 110Q: 3 clusters Score -2.66786e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222757 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -26678432.000000 Penalty: 6110.447266
	Iteration 111Q: 3 clusters Score -2.667843e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222890 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -26678312.000000 Penalty: 6110.447266
	Iteration 112Q: 3 clusters Score -2.667831e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222993 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -26678214.000000 Penalty: 6110.447266
	Iteration 113Q: 3 clusters Score -2.667821e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223073 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -26678156.000000 Penalty: 6110.447266
	Iteration 114Q: 3 clusters Score -2.667816e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223145 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -26678112.000000 Penalty: 6110.447266
	Iteration 115Q: 3 clusters Score -2.667811e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223216 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -26678020.000000 Penalty: 6110.447266
	Iteration 116Q: 3 clusters Score -2.667802e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223265 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -26677968.000000 Penalty: 6110.447266
	Iteration 117Q: 3 clusters Score -2.667797e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223304 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -26677996.000000 Penalty: 6110.447266
	Iteration 118Q: 3 clusters Score -2.6678e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223335 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -26677948.000000 Penalty: 6110.447266
	Iteration 119Q: 3 clusters Score -2.667795e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223363 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -26677918.000000 Penalty: 6110.447266
	Iteration 120F: 3 clusters Score -2.667792e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223380 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -26677912.000000 Penalty: 6110.447266
	Iteration 121Q: 3 clusters Score -2.667791e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223404 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -26677904.000000 Penalty: 6110.447266
	Iteration 122Q: 3 clusters Score -2.66779e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223420 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -26677878.000000 Penalty: 6110.447266
	Iteration 123Q: 3 clusters Score -2.667788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223429 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -26677858.000000 Penalty: 6110.447266
	Iteration 124Q: 3 clusters Score -2.667786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223439 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -26677844.000000 Penalty: 6110.447266
	Iteration 125Q: 3 clusters Score -2.667784e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223449 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -26677834.000000 Penalty: 6110.447266
	Iteration 126Q: 3 clusters Score -2.667783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223452 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -26677868.000000 Penalty: 6110.447266
	Iteration 127Q: 3 clusters Score -2.667787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223458 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -26677862.000000 Penalty: 6110.447266
	Iteration 128Q: 3 clusters Score -2.667786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223464 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -26677852.000000 Penalty: 6110.447266
	Iteration 129Q: 3 clusters Score -2.667785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223471 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -26677872.000000 Penalty: 6110.447266
	Iteration 130Q: 3 clusters Score -2.667787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223477 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -26677864.000000 Penalty: 6110.447266
	Iteration 131Q: 3 clusters Score -2.667786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223480 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -26677860.000000 Penalty: 6110.447266
	Iteration 132Q: 3 clusters Score -2.667786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223480 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -26677860.000000 Penalty: 6110.447266
	Iteration 133Q: 3 clusters Score -2.667786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223480 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -26677870.000000 Penalty: 6110.447266
	Iteration 134Q: 3 clusters Score -2.667787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223482 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -26677862.000000 Penalty: 6110.447266
	Iteration 135Q: 3 clusters Score -2.667786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223485 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -26677862.000000 Penalty: 6110.447266
	Iteration 136Q: 3 clusters Score -2.667786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223486 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -26677866.000000 Penalty: 6110.447266
	Iteration 137Q: 3 clusters Score -2.667787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223488 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -26677862.000000 Penalty: 6110.447266
	Iteration 138Q: 3 clusters Score -2.667786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223489 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -26677860.000000 Penalty: 6110.447266
	Iteration 139Q: 3 clusters Score -2.667786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223489 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -26677860.000000 Penalty: 6110.447266
	Iteration 140F: 3 clusters Score -2.667786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Entering Unmasked Estep 
Score: -2199595.000000 Penalty: 2431.938965
	Iteration 0F: 2 clusters Score -2199595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2186712.250000 Penalty: 4863.877930
	Iteration 0F: 3 clusters Score -2186712 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2190967.250000 Penalty: 4863.877930
	Iteration 1F: 3 clusters Score -2190967 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2191330.000000 Penalty: 4863.877930
	Iteration 2F: 3 clusters Score -2191330 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2191613.750000 Penalty: 4863.877930
	Iteration 3Q: 3 clusters Score -2191614 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2191821.000000 Penalty: 4863.877930
	Iteration 4Q: 3 clusters Score -2191821 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2192008.750000 Penalty: 4863.877930
	Iteration 5Q: 3 clusters Score -2192009 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2192177.500000 Penalty: 4863.877930
	Iteration 6Q: 3 clusters Score -2192178 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2192366.000000 Penalty: 4863.877930
	Iteration 7Q: 3 clusters Score -2192366 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2192549.750000 Penalty: 4863.877930
	Iteration 8Q: 3 clusters Score -2192550 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2192760.500000 Penalty: 4863.877930
	Iteration 9Q: 3 clusters Score -2192760 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2193016.250000 Penalty: 4863.877930
	Iteration 10Q: 3 clusters Score -2193016 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2193313.750000 Penalty: 4863.877930
	Iteration 11Q: 3 clusters Score -2193314 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2193672.000000 Penalty: 4863.877930
	Iteration 12Q: 3 clusters Score -2193672 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2194070.250000 Penalty: 4863.877930
	Iteration 13Q: 3 clusters Score -2194070 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2194551.750000 Penalty: 4863.877930
	Iteration 14Q: 3 clusters Score -2194552 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2195064.500000 Penalty: 4863.877930
	Iteration 15Q: 3 clusters Score -2195064 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2195578.750000 Penalty: 4863.877930
	Iteration 16Q: 3 clusters Score -2195579 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2196018.000000 Penalty: 4863.877930
	Iteration 17Q: 3 clusters Score -2196018 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2196417.250000 Penalty: 4863.877930
	Iteration 18Q: 3 clusters Score -2196417 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2196724.500000 Penalty: 4863.877930
	Iteration 19Q: 3 clusters Score -2196724 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2196923.000000 Penalty: 4863.877930
	Iteration 20F: 3 clusters Score -2196923 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2197044.250000 Penalty: 4863.877930
	Iteration 21Q: 3 clusters Score -2197044 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2197151.250000 Penalty: 4863.877930
	Iteration 22Q: 3 clusters Score -2197151 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -2197227.000000 Penalty: 4863.877930
	Iteration 23Q: 3 clusters Score -2197227 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2197280.000000 Penalty: 4863.877930
	Iteration 24Q: 3 clusters Score -2197280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2197315.000000 Penalty: 4863.877930
	Iteration 25Q: 3 clusters Score -2197315 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2197341.250000 Penalty: 4863.877930
	Iteration 26Q: 3 clusters Score -2197341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2197359.500000 Penalty: 4863.877930
	Iteration 27Q: 3 clusters Score -2197360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -2197374.750000 Penalty: 4863.877930
	Iteration 28Q: 3 clusters Score -2197375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2197381.750000 Penalty: 4863.877930
	Iteration 29Q: 3 clusters Score -2197382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2197393.500000 Penalty: 4863.877930
	Iteration 30Q: 3 clusters Score -2197394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2197400.000000 Penalty: 4863.877930
	Iteration 31Q: 3 clusters Score -2197400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2197412.000000 Penalty: 4863.877930
	Iteration 32Q: 3 clusters Score -2197412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2197431.000000 Penalty: 4863.877930
	Iteration 33Q: 3 clusters Score -2197431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2197436.500000 Penalty: 4863.877930
	Iteration 34Q: 3 clusters Score -2197436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2197448.250000 Penalty: 4863.877930
	Iteration 35Q: 3 clusters Score -2197448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2197450.500000 Penalty: 4863.877930
	Iteration 36Q: 3 clusters Score -2197450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2197455.000000 Penalty: 4863.877930
	Iteration 37Q: 3 clusters Score -2197455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2197461.500000 Penalty: 4863.877930
	Iteration 38Q: 3 clusters Score -2197462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2197463.500000 Penalty: 4863.877930
	Iteration 39Q: 3 clusters Score -2197464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2197463.500000 Penalty: 4863.877930
	Iteration 40F: 3 clusters Score -2197464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (102208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102208 members 
Entering Unmasked Estep 
Score: -12243871.000000 Penalty: 2860.621826
	Iteration 0F: 2 clusters Score -1.224387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -12175479.000000 Penalty: 5721.243652
	Iteration 0F: 3 clusters Score -1.217548e+07 nChanged 48366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 51403 members 
Entering Unmasked Estep 
Score: -12202756.000000 Penalty: 5721.243652
	Iteration 1F: 3 clusters Score -1.220276e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -12203348.000000 Penalty: 5721.243652
	Iteration 2Q: 3 clusters Score -1.220335e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 51996 members 
Entering Unmasked Estep 
Score: -12203898.000000 Penalty: 5721.243652
	Iteration 3Q: 3 clusters Score -1.22039e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 52535 members 
Entering Unmasked Estep 
Score: -12204529.000000 Penalty: 5721.243652
	Iteration 4Q: 3 clusters Score -1.220453e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -12205070.000000 Penalty: 5721.243652
	Iteration 5Q: 3 clusters Score -1.220507e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 54452 members 
Entering Unmasked Estep 
Score: -12205694.000000 Penalty: 5721.243652
	Iteration 6Q: 3 clusters Score -1.220569e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 56149 members 
Entering Unmasked Estep 
Score: -12206471.000000 Penalty: 5721.243652
	Iteration 7Q: 3 clusters Score -1.220647e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 58611 members 
Entering Unmasked Estep 
Score: -12207598.000000 Penalty: 5721.243652
	Iteration 8Q: 3 clusters Score -1.22076e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 62092 members 
Entering Unmasked Estep 
Score: -12209372.000000 Penalty: 5721.243652
	Iteration 9Q: 3 clusters Score -1.220937e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 66951 members 
Entering Unmasked Estep 
Score: -12212126.000000 Penalty: 5721.243652
	Iteration 10F: 3 clusters Score -1.221213e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 73232 members 
Entering Unmasked Estep 
Score: -12216653.000000 Penalty: 5721.243652
	Iteration 11F: 3 clusters Score -1.221665e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 80539 members 
Entering Unmasked Estep 
Score: -12222501.000000 Penalty: 5721.243652
	Iteration 12F: 3 clusters Score -1.22225e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 87811 members 
Entering Unmasked Estep 
Score: -12228932.000000 Penalty: 5721.243652
	Iteration 13F: 3 clusters Score -1.222893e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 93795 members 
Entering Unmasked Estep 
Score: -12234268.000000 Penalty: 5721.243652
	Iteration 14F: 3 clusters Score -1.223427e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 97804 members 
Entering Unmasked Estep 
Score: -12237801.000000 Penalty: 5721.243652
	Iteration 15Q: 3 clusters Score -1.22378e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 100021 members 
Entering Unmasked Estep 
Score: -12239721.000000 Penalty: 5721.243652
	Iteration 16Q: 3 clusters Score -1.223972e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 101016 members 
Entering Unmasked Estep 
Score: -12240556.000000 Penalty: 5721.243652
	Iteration 17Q: 3 clusters Score -1.224056e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 101418 members 
Entering Unmasked Estep 
Score: -12240942.000000 Penalty: 5721.243652
	Iteration 18Q: 3 clusters Score -1.224094e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 101604 members 
Entering Unmasked Estep 
Score: -12241142.000000 Penalty: 5721.243652
	Iteration 19Q: 3 clusters Score -1.224114e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 101682 members 
Entering Unmasked Estep 
Score: -12241240.000000 Penalty: 5721.243652
	Iteration 20F: 3 clusters Score -1.224124e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 101714 members 
Entering Unmasked Estep 
Score: -12241283.000000 Penalty: 5721.243652
	Iteration 21Q: 3 clusters Score -1.224128e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 101735 members 
Entering Unmasked Estep 
Score: -12241320.000000 Penalty: 5721.243652
	Iteration 22Q: 3 clusters Score -1.224132e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 101752 members 
Entering Unmasked Estep 
Score: -12241355.000000 Penalty: 5721.243652
	Iteration 23Q: 3 clusters Score -1.224136e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 101761 members 
Entering Unmasked Estep 
Score: -12241399.000000 Penalty: 5721.243652
	Iteration 24Q: 3 clusters Score -1.22414e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 101772 members 
Entering Unmasked Estep 
Score: -12241418.000000 Penalty: 5721.243652
	Iteration 25Q: 3 clusters Score -1.224142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 101777 members 
Entering Unmasked Estep 
Score: -12241425.000000 Penalty: 5721.243652
	Iteration 26Q: 3 clusters Score -1.224142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 101784 members 
Entering Unmasked Estep 
Score: -12241433.000000 Penalty: 5721.243652
	Iteration 27Q: 3 clusters Score -1.224143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 101785 members 
Entering Unmasked Estep 
Score: -12241438.000000 Penalty: 5721.243652
	Iteration 28Q: 3 clusters Score -1.224144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 101784 members 
Entering Unmasked Estep 
Score: -12241445.000000 Penalty: 5721.243652
	Iteration 29Q: 3 clusters Score -1.224144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 101784 members 
Entering Unmasked Estep 
Score: -12241443.000000 Penalty: 5721.243652
	Iteration 30Q: 3 clusters Score -1.224144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 101779 members 
Entering Unmasked Estep 
Score: -12241445.000000 Penalty: 5721.243652
	Iteration 31Q: 3 clusters Score -1.224144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 101780 members 
Entering Unmasked Estep 
Score: -12241441.000000 Penalty: 5721.243652
	Iteration 32Q: 3 clusters Score -1.224144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 101782 members 
Entering Unmasked Estep 
Score: -12241443.000000 Penalty: 5721.243652
	Iteration 33Q: 3 clusters Score -1.224144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 101783 members 
Entering Unmasked Estep 
Score: -12241441.000000 Penalty: 5721.243652
	Iteration 34Q: 3 clusters Score -1.224144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 101785 members 
Entering Unmasked Estep 
Score: -12241445.000000 Penalty: 5721.243652
	Iteration 35Q: 3 clusters Score -1.224144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 101787 members 
Entering Unmasked Estep 
Score: -12241446.000000 Penalty: 5721.243652
	Iteration 36Q: 3 clusters Score -1.224145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 101786 members 
Entering Unmasked Estep 
Score: -12241448.000000 Penalty: 5721.243652
	Iteration 37Q: 3 clusters Score -1.224145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 101785 members 
Entering Unmasked Estep 
Score: -12241447.000000 Penalty: 5721.243652
	Iteration 38Q: 3 clusters Score -1.224145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 101787 members 
Entering Unmasked Estep 
Score: -12241448.000000 Penalty: 5721.243652
	Iteration 39Q: 3 clusters Score -1.224145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 101789 members 
Entering Unmasked Estep 
Score: -12241456.000000 Penalty: 5721.243652
	Iteration 40F: 3 clusters Score -1.224146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 101792 members 
Entering Unmasked Estep 
Score: -12241457.000000 Penalty: 5721.243652
	Iteration 41Q: 3 clusters Score -1.224146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 101792 members 
Entering Unmasked Estep 
Score: -12241459.000000 Penalty: 5721.243652
	Iteration 42Q: 3 clusters Score -1.224146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 101793 members 
Entering Unmasked Estep 
Score: -12241453.000000 Penalty: 5721.243652
	Iteration 43Q: 3 clusters Score -1.224145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 101793 members 
Entering Unmasked Estep 
Score: -12241453.000000 Penalty: 5721.243652
	Iteration 44F: 3 clusters Score -1.224145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Entering Unmasked Estep 
Score: -4733447.000000 Penalty: 2622.778076
	Iteration 0F: 2 clusters Score -4733447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -4706751.000000 Penalty: 5245.556152
	Iteration 0F: 3 clusters Score -4706751 nChanged 18013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -4716681.500000 Penalty: 5245.556152
	Iteration 1F: 3 clusters Score -4716682 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -4717392.000000 Penalty: 5245.556152
	Iteration 2Q: 3 clusters Score -4717392 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -4718521.500000 Penalty: 5245.556152
	Iteration 3Q: 3 clusters Score -4718522 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -4720277.500000 Penalty: 5245.556152
	Iteration 4F: 3 clusters Score -4720278 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -4722795.000000 Penalty: 5245.556152
	Iteration 5F: 3 clusters Score -4722795 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -4725946.000000 Penalty: 5245.556152
	Iteration 6F: 3 clusters Score -4725946 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -4729268.500000 Penalty: 5245.556152
	Iteration 7F: 3 clusters Score -4729268 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -4731620.500000 Penalty: 5245.556152
	Iteration 8F: 3 clusters Score -4731620 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -4732622.000000 Penalty: 5245.556152
	Iteration 9Q: 3 clusters Score -4732622 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -4732924.500000 Penalty: 5245.556152
	Iteration 10Q: 3 clusters Score -4732924 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -4733048.500000 Penalty: 5245.556152
	Iteration 11Q: 3 clusters Score -4733048 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -4733082.000000 Penalty: 5245.556152
	Iteration 12Q: 3 clusters Score -4733082 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -4733121.000000 Penalty: 5245.556152
	Iteration 13Q: 3 clusters Score -4733121 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -4733139.500000 Penalty: 5245.556152
	Iteration 14Q: 3 clusters Score -4733140 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -4733157.000000 Penalty: 5245.556152
	Iteration 15Q: 3 clusters Score -4733157 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -4733179.000000 Penalty: 5245.556152
	Iteration 16Q: 3 clusters Score -4733179 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -4733171.000000 Penalty: 5245.556152
	Iteration 17Q: 3 clusters Score -4733171 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -4733179.000000 Penalty: 5245.556152
	Iteration 18Q: 3 clusters Score -4733179 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -4733186.000000 Penalty: 5245.556152
	Iteration 19Q: 3 clusters Score -4733186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -4733203.500000 Penalty: 5245.556152
	Iteration 20F: 3 clusters Score -4733204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -4733199.500000 Penalty: 5245.556152
	Iteration 21Q: 3 clusters Score -4733200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -4733197.000000 Penalty: 5245.556152
	Iteration 22Q: 3 clusters Score -4733197 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -4733187.500000 Penalty: 5245.556152
	Iteration 23Q: 3 clusters Score -4733188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -4733199.500000 Penalty: 5245.556152
	Iteration 24Q: 3 clusters Score -4733200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -4733194.000000 Penalty: 5245.556152
	Iteration 25Q: 3 clusters Score -4733194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -4733190.500000 Penalty: 5245.556152
	Iteration 26Q: 3 clusters Score -4733190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -4733194.500000 Penalty: 5245.556152
	Iteration 27Q: 3 clusters Score -4733194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -4733199.500000 Penalty: 5245.556152
	Iteration 28Q: 3 clusters Score -4733200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -4733204.000000 Penalty: 5245.556152
	Iteration 29Q: 3 clusters Score -4733204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -4733198.000000 Penalty: 5245.556152
	Iteration 30Q: 3 clusters Score -4733198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -4733205.000000 Penalty: 5245.556152
	Iteration 31Q: 3 clusters Score -4733205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -4733207.000000 Penalty: 5245.556152
	Iteration 32Q: 3 clusters Score -4733207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -4733203.000000 Penalty: 5245.556152
	Iteration 33Q: 3 clusters Score -4733203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -4733203.500000 Penalty: 5245.556152
	Iteration 34Q: 3 clusters Score -4733204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -4733209.500000 Penalty: 5245.556152
	Iteration 35Q: 3 clusters Score -4733210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -4733206.500000 Penalty: 5245.556152
	Iteration 36Q: 3 clusters Score -4733206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -4733210.500000 Penalty: 5245.556152
	Iteration 37Q: 3 clusters Score -4733210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -4733211.500000 Penalty: 5245.556152
	Iteration 38Q: 3 clusters Score -4733212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -4733212.500000 Penalty: 5245.556152
	Iteration 39Q: 3 clusters Score -4733212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -4733212.500000 Penalty: 5245.556152
	Iteration 40F: 3 clusters Score -4733212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -4733214.500000 Penalty: 5245.556152
	Iteration 41Q: 3 clusters Score -4733214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -4733216.500000 Penalty: 5245.556152
	Iteration 42Q: 3 clusters Score -4733216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -4733213.500000 Penalty: 5245.556152
	Iteration 43Q: 3 clusters Score -4733214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -4733213.500000 Penalty: 5245.556152
	Iteration 44F: 3 clusters Score -4733214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Entering Unmasked Estep 
Score: -4185509.250000 Penalty: 2593.371338
	Iteration 0F: 2 clusters Score -4185509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -4161844.500000 Penalty: 5186.742676
	Iteration 0F: 3 clusters Score -4161844 nChanged 15811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -4170446.000000 Penalty: 5186.742676
	Iteration 1F: 3 clusters Score -4170446 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -4171252.250000 Penalty: 5186.742676
	Iteration 2Q: 3 clusters Score -4171252 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -4172210.750000 Penalty: 5186.742676
	Iteration 3Q: 3 clusters Score -4172211 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -4173361.250000 Penalty: 5186.742676
	Iteration 4F: 3 clusters Score -4173361 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -4174630.500000 Penalty: 5186.742676
	Iteration 5F: 3 clusters Score -4174630 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -4175902.250000 Penalty: 5186.742676
	Iteration 6F: 3 clusters Score -4175902 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -4177030.250000 Penalty: 5186.742676
	Iteration 7F: 3 clusters Score -4177030 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -4178118.000000 Penalty: 5186.742676
	Iteration 8F: 3 clusters Score -4178118 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -4178973.000000 Penalty: 5186.742676
	Iteration 9Q: 3 clusters Score -4178973 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -4179716.750000 Penalty: 5186.742676
	Iteration 10Q: 3 clusters Score -4179717 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -4180344.750000 Penalty: 5186.742676
	Iteration 11Q: 3 clusters Score -4180345 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -4180871.750000 Penalty: 5186.742676
	Iteration 12Q: 3 clusters Score -4180872 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -4181282.500000 Penalty: 5186.742676
	Iteration 13Q: 3 clusters Score -4181282 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -4181527.000000 Penalty: 5186.742676
	Iteration 14Q: 3 clusters Score -4181527 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -4181694.000000 Penalty: 5186.742676
	Iteration 15Q: 3 clusters Score -4181694 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -4181804.750000 Penalty: 5186.742676
	Iteration 16Q: 3 clusters Score -4181805 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -4181867.000000 Penalty: 5186.742676
	Iteration 17Q: 3 clusters Score -4181867 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -4181936.750000 Penalty: 5186.742676
	Iteration 18Q: 3 clusters Score -4181937 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -4181957.750000 Penalty: 5186.742676
	Iteration 19Q: 3 clusters Score -4181958 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -4182019.000000 Penalty: 5186.742676
	Iteration 20F: 3 clusters Score -4182019 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -4182045.750000 Penalty: 5186.742676
	Iteration 21Q: 3 clusters Score -4182046 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -4182072.000000 Penalty: 5186.742676
	Iteration 22Q: 3 clusters Score -4182072 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -4182088.500000 Penalty: 5186.742676
	Iteration 23Q: 3 clusters Score -4182088 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -4182112.250000 Penalty: 5186.742676
	Iteration 24Q: 3 clusters Score -4182112 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -4182141.750000 Penalty: 5186.742676
	Iteration 25Q: 3 clusters Score -4182142 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -4182153.250000 Penalty: 5186.742676
	Iteration 26Q: 3 clusters Score -4182153 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -4182160.000000 Penalty: 5186.742676
	Iteration 27Q: 3 clusters Score -4182160 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -4182164.000000 Penalty: 5186.742676
	Iteration 28Q: 3 clusters Score -4182164 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -4182180.500000 Penalty: 5186.742676
	Iteration 29Q: 3 clusters Score -4182180 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -4182183.750000 Penalty: 5186.742676
	Iteration 30Q: 3 clusters Score -4182184 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -4182196.750000 Penalty: 5186.742676
	Iteration 31Q: 3 clusters Score -4182197 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -4182202.250000 Penalty: 5186.742676
	Iteration 32Q: 3 clusters Score -4182202 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -4182197.250000 Penalty: 5186.742676
	Iteration 33Q: 3 clusters Score -4182197 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -4182207.250000 Penalty: 5186.742676
	Iteration 34Q: 3 clusters Score -4182207 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -4182217.250000 Penalty: 5186.742676
	Iteration 35Q: 3 clusters Score -4182217 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -4182236.250000 Penalty: 5186.742676
	Iteration 36Q: 3 clusters Score -4182236 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -4182251.000000 Penalty: 5186.742676
	Iteration 37Q: 3 clusters Score -4182251 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -4182268.250000 Penalty: 5186.742676
	Iteration 38Q: 3 clusters Score -4182268 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -4182277.250000 Penalty: 5186.742676
	Iteration 39Q: 3 clusters Score -4182277 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -4182290.750000 Penalty: 5186.742676
	Iteration 40F: 3 clusters Score -4182291 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -4182305.750000 Penalty: 5186.742676
	Iteration 41Q: 3 clusters Score -4182306 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -4182320.500000 Penalty: 5186.742676
	Iteration 42Q: 3 clusters Score -4182320 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -4182331.250000 Penalty: 5186.742676
	Iteration 43Q: 3 clusters Score -4182331 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -4182345.500000 Penalty: 5186.742676
	Iteration 44Q: 3 clusters Score -4182346 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -4182348.500000 Penalty: 5186.742676
	Iteration 45Q: 3 clusters Score -4182348 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -4182349.750000 Penalty: 5186.742676
	Iteration 46Q: 3 clusters Score -4182350 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -4182374.750000 Penalty: 5186.742676
	Iteration 47Q: 3 clusters Score -4182375 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -4182387.250000 Penalty: 5186.742676
	Iteration 48Q: 3 clusters Score -4182387 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -4182403.750000 Penalty: 5186.742676
	Iteration 49Q: 3 clusters Score -4182404 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -4182439.750000 Penalty: 5186.742676
	Iteration 50Q: 3 clusters Score -4182440 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -4182464.750000 Penalty: 5186.742676
	Iteration 51Q: 3 clusters Score -4182465 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -4182477.750000 Penalty: 5186.742676
	Iteration 52Q: 3 clusters Score -4182478 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -4182511.750000 Penalty: 5186.742676
	Iteration 53Q: 3 clusters Score -4182512 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -4182560.750000 Penalty: 5186.742676
	Iteration 54Q: 3 clusters Score -4182561 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -4182577.750000 Penalty: 5186.742676
	Iteration 55Q: 3 clusters Score -4182578 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -4182581.000000 Penalty: 5186.742676
	Iteration 56Q: 3 clusters Score -4182581 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -4182610.250000 Penalty: 5186.742676
	Iteration 57Q: 3 clusters Score -4182610 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -4182630.500000 Penalty: 5186.742676
	Iteration 58Q: 3 clusters Score -4182630 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -4182644.000000 Penalty: 5186.742676
	Iteration 59Q: 3 clusters Score -4182644 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -4182679.000000 Penalty: 5186.742676
	Iteration 60F: 3 clusters Score -4182679 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -4182704.500000 Penalty: 5186.742676
	Iteration 61Q: 3 clusters Score -4182704 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -4182737.250000 Penalty: 5186.742676
	Iteration 62Q: 3 clusters Score -4182737 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -4182753.750000 Penalty: 5186.742676
	Iteration 63Q: 3 clusters Score -4182754 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -4182763.500000 Penalty: 5186.742676
	Iteration 64Q: 3 clusters Score -4182764 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -4182799.250000 Penalty: 5186.742676
	Iteration 65Q: 3 clusters Score -4182799 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -4182809.000000 Penalty: 5186.742676
	Iteration 66Q: 3 clusters Score -4182809 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -4182840.250000 Penalty: 5186.742676
	Iteration 67Q: 3 clusters Score -4182840 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -4182896.250000 Penalty: 5186.742676
	Iteration 68Q: 3 clusters Score -4182896 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -4182929.500000 Penalty: 5186.742676
	Iteration 69Q: 3 clusters Score -4182930 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -4182945.750000 Penalty: 5186.742676
	Iteration 70Q: 3 clusters Score -4182946 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -4182977.000000 Penalty: 5186.742676
	Iteration 71Q: 3 clusters Score -4182977 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -4183021.500000 Penalty: 5186.742676
	Iteration 72Q: 3 clusters Score -4183022 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -4183070.500000 Penalty: 5186.742676
	Iteration 73Q: 3 clusters Score -4183070 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -4183113.250000 Penalty: 5186.742676
	Iteration 74Q: 3 clusters Score -4183113 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -4183164.250000 Penalty: 5186.742676
	Iteration 75Q: 3 clusters Score -4183164 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -4183211.000000 Penalty: 5186.742676
	Iteration 76Q: 3 clusters Score -4183211 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -4183261.250000 Penalty: 5186.742676
	Iteration 77Q: 3 clusters Score -4183261 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -4183287.750000 Penalty: 5186.742676
	Iteration 78Q: 3 clusters Score -4183288 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -4183341.000000 Penalty: 5186.742676
	Iteration 79Q: 3 clusters Score -4183341 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -4183385.000000 Penalty: 5186.742676
	Iteration 80F: 3 clusters Score -4183385 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -4183415.750000 Penalty: 5186.742676
	Iteration 81Q: 3 clusters Score -4183416 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -4183447.000000 Penalty: 5186.742676
	Iteration 82Q: 3 clusters Score -4183447 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -4183467.000000 Penalty: 5186.742676
	Iteration 83Q: 3 clusters Score -4183467 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -4183506.000000 Penalty: 5186.742676
	Iteration 84Q: 3 clusters Score -4183506 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -4183530.000000 Penalty: 5186.742676
	Iteration 85Q: 3 clusters Score -4183530 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -4183587.250000 Penalty: 5186.742676
	Iteration 86Q: 3 clusters Score -4183587 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -4183616.500000 Penalty: 5186.742676
	Iteration 87Q: 3 clusters Score -4183616 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -4183644.750000 Penalty: 5186.742676
	Iteration 88Q: 3 clusters Score -4183645 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -4183690.500000 Penalty: 5186.742676
	Iteration 89Q: 3 clusters Score -4183690 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -4183721.250000 Penalty: 5186.742676
	Iteration 90Q: 3 clusters Score -4183721 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -4183768.250000 Penalty: 5186.742676
	Iteration 91Q: 3 clusters Score -4183768 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -4183794.750000 Penalty: 5186.742676
	Iteration 92Q: 3 clusters Score -4183795 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -4183801.250000 Penalty: 5186.742676
	Iteration 93Q: 3 clusters Score -4183801 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -4183813.000000 Penalty: 5186.742676
	Iteration 94Q: 3 clusters Score -4183813 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -4183830.250000 Penalty: 5186.742676
	Iteration 95Q: 3 clusters Score -4183830 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -4183836.750000 Penalty: 5186.742676
	Iteration 96Q: 3 clusters Score -4183837 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -4183857.000000 Penalty: 5186.742676
	Iteration 97Q: 3 clusters Score -4183857 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -4183884.000000 Penalty: 5186.742676
	Iteration 98Q: 3 clusters Score -4183884 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -4183895.250000 Penalty: 5186.742676
	Iteration 99Q: 3 clusters Score -4183895 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -4183910.750000 Penalty: 5186.742676
	Iteration 100F: 3 clusters Score -4183911 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -4183914.500000 Penalty: 5186.742676
	Iteration 101Q: 3 clusters Score -4183914 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -4183930.000000 Penalty: 5186.742676
	Iteration 102Q: 3 clusters Score -4183930 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -4183942.250000 Penalty: 5186.742676
	Iteration 103Q: 3 clusters Score -4183942 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -4183964.250000 Penalty: 5186.742676
	Iteration 104Q: 3 clusters Score -4183964 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -4183980.500000 Penalty: 5186.742676
	Iteration 105Q: 3 clusters Score -4183980 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -4184007.500000 Penalty: 5186.742676
	Iteration 106Q: 3 clusters Score -4184008 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -4184042.250000 Penalty: 5186.742676
	Iteration 107Q: 3 clusters Score -4184042 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -4184055.000000 Penalty: 5186.742676
	Iteration 108Q: 3 clusters Score -4184055 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -4184053.500000 Penalty: 5186.742676
	Iteration 109Q: 3 clusters Score -4184054 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -4184076.000000 Penalty: 5186.742676
	Iteration 110Q: 3 clusters Score -4184076 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -4184075.250000 Penalty: 5186.742676
	Iteration 111Q: 3 clusters Score -4184075 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -4184076.250000 Penalty: 5186.742676
	Iteration 112Q: 3 clusters Score -4184076 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -4184081.250000 Penalty: 5186.742676
	Iteration 113Q: 3 clusters Score -4184081 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -4184088.250000 Penalty: 5186.742676
	Iteration 114Q: 3 clusters Score -4184088 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -4184092.750000 Penalty: 5186.742676
	Iteration 115Q: 3 clusters Score -4184093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -4184096.250000 Penalty: 5186.742676
	Iteration 116Q: 3 clusters Score -4184096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -4184099.250000 Penalty: 5186.742676
	Iteration 117Q: 3 clusters Score -4184099 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -4184114.750000 Penalty: 5186.742676
	Iteration 118Q: 3 clusters Score -4184115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -4184124.500000 Penalty: 5186.742676
	Iteration 119Q: 3 clusters Score -4184124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -4184126.750000 Penalty: 5186.742676
	Iteration 120F: 3 clusters Score -4184127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -4184129.250000 Penalty: 5186.742676
	Iteration 121Q: 3 clusters Score -4184129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -4184136.500000 Penalty: 5186.742676
	Iteration 122Q: 3 clusters Score -4184136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -4184134.250000 Penalty: 5186.742676
	Iteration 123Q: 3 clusters Score -4184134 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -4184140.000000 Penalty: 5186.742676
	Iteration 124Q: 3 clusters Score -4184140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -4184149.000000 Penalty: 5186.742676
	Iteration 125Q: 3 clusters Score -4184149 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -4184163.250000 Penalty: 5186.742676
	Iteration 126Q: 3 clusters Score -4184163 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -4184164.500000 Penalty: 5186.742676
	Iteration 127Q: 3 clusters Score -4184164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -4184155.750000 Penalty: 5186.742676
	Iteration 128Q: 3 clusters Score -4184156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -4184155.750000 Penalty: 5186.742676
	Iteration 129Q: 3 clusters Score -4184156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -4184168.500000 Penalty: 5186.742676
	Iteration 130Q: 3 clusters Score -4184168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -4184175.500000 Penalty: 5186.742676
	Iteration 131Q: 3 clusters Score -4184176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -4184175.250000 Penalty: 5186.742676
	Iteration 132Q: 3 clusters Score -4184175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -4184176.750000 Penalty: 5186.742676
	Iteration 133Q: 3 clusters Score -4184177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -4184174.500000 Penalty: 5186.742676
	Iteration 134Q: 3 clusters Score -4184174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -4184171.000000 Penalty: 5186.742676
	Iteration 135Q: 3 clusters Score -4184171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -4184177.000000 Penalty: 5186.742676
	Iteration 136Q: 3 clusters Score -4184177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -4184183.500000 Penalty: 5186.742676
	Iteration 137Q: 3 clusters Score -4184184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -4184180.000000 Penalty: 5186.742676
	Iteration 138Q: 3 clusters Score -4184180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -4184185.250000 Penalty: 5186.742676
	Iteration 139Q: 3 clusters Score -4184185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -4184186.250000 Penalty: 5186.742676
	Iteration 140F: 3 clusters Score -4184186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -4184190.000000 Penalty: 5186.742676
	Iteration 141Q: 3 clusters Score -4184190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -4184190.750000 Penalty: 5186.742676
	Iteration 142Q: 3 clusters Score -4184191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -4184191.750000 Penalty: 5186.742676
	Iteration 143Q: 3 clusters Score -4184192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -4184189.250000 Penalty: 5186.742676
	Iteration 144Q: 3 clusters Score -4184189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -4184190.250000 Penalty: 5186.742676
	Iteration 145Q: 3 clusters Score -4184190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -4184194.500000 Penalty: 5186.742676
	Iteration 146Q: 3 clusters Score -4184194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -4184190.750000 Penalty: 5186.742676
	Iteration 147Q: 3 clusters Score -4184191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -4184190.250000 Penalty: 5186.742676
	Iteration 148Q: 3 clusters Score -4184190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -4184190.250000 Penalty: 5186.742676
	Iteration 149F: 3 clusters Score -4184190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Entering Unmasked Estep 
Score: -436441.968750 Penalty: 2045.245483
	Iteration 0F: 2 clusters Score -436442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -432639.500000 Penalty: 4090.490967
	Iteration 0F: 3 clusters Score -432639.5 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -433509.500000 Penalty: 4090.490967
	Iteration 1F: 3 clusters Score -433509.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -433765.812500 Penalty: 4090.490967
	Iteration 2F: 3 clusters Score -433765.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -433972.062500 Penalty: 4090.490967
	Iteration 3F: 3 clusters Score -433972.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -434143.218750 Penalty: 4090.490967
	Iteration 4F: 3 clusters Score -434143.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -434283.875000 Penalty: 4090.490967
	Iteration 5Q: 3 clusters Score -434283.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -434418.031250 Penalty: 4090.490967
	Iteration 6Q: 3 clusters Score -434418 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -434547.875000 Penalty: 4090.490967
	Iteration 7Q: 3 clusters Score -434547.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -434665.906250 Penalty: 4090.490967
	Iteration 8Q: 3 clusters Score -434665.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -434751.843750 Penalty: 4090.490967
	Iteration 9Q: 3 clusters Score -434751.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -434821.781250 Penalty: 4090.490967
	Iteration 10Q: 3 clusters Score -434821.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -434865.656250 Penalty: 4090.490967
	Iteration 11Q: 3 clusters Score -434865.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -434902.250000 Penalty: 4090.490967
	Iteration 12Q: 3 clusters Score -434902.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -434934.937500 Penalty: 4090.490967
	Iteration 13Q: 3 clusters Score -434934.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -434971.656250 Penalty: 4090.490967
	Iteration 14Q: 3 clusters Score -434971.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -434998.781250 Penalty: 4090.490967
	Iteration 15Q: 3 clusters Score -434998.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -435019.468750 Penalty: 4090.490967
	Iteration 16Q: 3 clusters Score -435019.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -435036.031250 Penalty: 4090.490967
	Iteration 17Q: 3 clusters Score -435036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -435050.093750 Penalty: 4090.490967
	Iteration 18Q: 3 clusters Score -435050.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -435058.750000 Penalty: 4090.490967
	Iteration 19Q: 3 clusters Score -435058.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -435067.656250 Penalty: 4090.490967
	Iteration 20F: 3 clusters Score -435067.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -435075.750000 Penalty: 4090.490967
	Iteration 21Q: 3 clusters Score -435075.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -435077.812500 Penalty: 4090.490967
	Iteration 22Q: 3 clusters Score -435077.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -435077.531250 Penalty: 4090.490967
	Iteration 23Q: 3 clusters Score -435077.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -435077.531250 Penalty: 4090.490967
	Iteration 24F: 3 clusters Score -435077.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (150147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150147 members 
Entering Unmasked Estep 
Score: -17866324.000000 Penalty: 2956.003662
	Iteration 0F: 2 clusters Score -1.786632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75092 members 
Mstep: Class 2 contains 75055 members 
Entering Unmasked Estep 
Score: -17767764.000000 Penalty: 5912.007324
	Iteration 0F: 3 clusters Score -1.776776e+07 nChanged 71782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74284 members 
Mstep: Class 2 contains 75863 members 
Entering Unmasked Estep 
Score: -17810572.000000 Penalty: 5912.007324
	Iteration 1F: 3 clusters Score -1.781057e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73987 members 
Mstep: Class 2 contains 76160 members 
Entering Unmasked Estep 
Score: -17812438.000000 Penalty: 5912.007324
	Iteration 2Q: 3 clusters Score -1.781244e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73634 members 
Mstep: Class 2 contains 76513 members 
Entering Unmasked Estep 
Score: -17815076.000000 Penalty: 5912.007324
	Iteration 3Q: 3 clusters Score -1.781508e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73136 members 
Mstep: Class 2 contains 77011 members 
Entering Unmasked Estep 
Score: -17819164.000000 Penalty: 5912.007324
	Iteration 4F: 3 clusters Score -1.781916e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72132 members 
Mstep: Class 2 contains 78015 members 
Entering Unmasked Estep 
Score: -17825074.000000 Penalty: 5912.007324
	Iteration 5F: 3 clusters Score -1.782507e+07 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70382 members 
Mstep: Class 2 contains 79765 members 
Entering Unmasked Estep 
Score: -17832306.000000 Penalty: 5912.007324
	Iteration 6F: 3 clusters Score -1.783231e+07 nChanged 10253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67903 members 
Mstep: Class 2 contains 82244 members 
Entering Unmasked Estep 
Score: -17839558.000000 Penalty: 5912.007324
	Iteration 7F: 3 clusters Score -1.783956e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 84901 members 
Entering Unmasked Estep 
Score: -17844714.000000 Penalty: 5912.007324
	Iteration 8F: 3 clusters Score -1.784471e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62663 members 
Mstep: Class 2 contains 87484 members 
Entering Unmasked Estep 
Score: -17847690.000000 Penalty: 5912.007324
	Iteration 9Q: 3 clusters Score -1.784769e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 89843 members 
Entering Unmasked Estep 
Score: -17849014.000000 Penalty: 5912.007324
	Iteration 10Q: 3 clusters Score -1.784901e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 92040 members 
Entering Unmasked Estep 
Score: -17849902.000000 Penalty: 5912.007324
	Iteration 11Q: 3 clusters Score -1.78499e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 94238 members 
Entering Unmasked Estep 
Score: -17850782.000000 Penalty: 5912.007324
	Iteration 12Q: 3 clusters Score -1.785078e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 96536 members 
Entering Unmasked Estep 
Score: -17851526.000000 Penalty: 5912.007324
	Iteration 13Q: 3 clusters Score -1.785153e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 98909 members 
Entering Unmasked Estep 
Score: -17852254.000000 Penalty: 5912.007324
	Iteration 14Q: 3 clusters Score -1.785225e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 101339 members 
Entering Unmasked Estep 
Score: -17852974.000000 Penalty: 5912.007324
	Iteration 15Q: 3 clusters Score -1.785297e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 103802 members 
Entering Unmasked Estep 
Score: -17853778.000000 Penalty: 5912.007324
	Iteration 16Q: 3 clusters Score -1.785378e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 106354 members 
Entering Unmasked Estep 
Score: -17854672.000000 Penalty: 5912.007324
	Iteration 17Q: 3 clusters Score -1.785467e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 109066 members 
Entering Unmasked Estep 
Score: -17855412.000000 Penalty: 5912.007324
	Iteration 18Q: 3 clusters Score -1.785541e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 111785 members 
Entering Unmasked Estep 
Score: -17856236.000000 Penalty: 5912.007324
	Iteration 19Q: 3 clusters Score -1.785624e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 114525 members 
Entering Unmasked Estep 
Score: -17857170.000000 Penalty: 5912.007324
	Iteration 20F: 3 clusters Score -1.785717e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 117322 members 
Entering Unmasked Estep 
Score: -17858164.000000 Penalty: 5912.007324
	Iteration 21Q: 3 clusters Score -1.785816e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 120047 members 
Entering Unmasked Estep 
Score: -17859056.000000 Penalty: 5912.007324
	Iteration 22Q: 3 clusters Score -1.785906e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 122741 members 
Entering Unmasked Estep 
Score: -17859874.000000 Penalty: 5912.007324
	Iteration 23Q: 3 clusters Score -1.785987e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 125336 members 
Entering Unmasked Estep 
Score: -17860716.000000 Penalty: 5912.007324
	Iteration 24Q: 3 clusters Score -1.786072e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 127776 members 
Entering Unmasked Estep 
Score: -17861560.000000 Penalty: 5912.007324
	Iteration 25Q: 3 clusters Score -1.786156e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 130005 members 
Entering Unmasked Estep 
Score: -17862168.000000 Penalty: 5912.007324
	Iteration 26Q: 3 clusters Score -1.786217e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 132077 members 
Entering Unmasked Estep 
Score: -17862710.000000 Penalty: 5912.007324
	Iteration 27Q: 3 clusters Score -1.786271e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 133971 members 
Entering Unmasked Estep 
Score: -17863328.000000 Penalty: 5912.007324
	Iteration 28Q: 3 clusters Score -1.786333e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 135688 members 
Entering Unmasked Estep 
Score: -17863762.000000 Penalty: 5912.007324
	Iteration 29Q: 3 clusters Score -1.786376e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 137260 members 
Entering Unmasked Estep 
Score: -17864218.000000 Penalty: 5912.007324
	Iteration 30Q: 3 clusters Score -1.786422e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 138633 members 
Entering Unmasked Estep 
Score: -17864402.000000 Penalty: 5912.007324
	Iteration 31Q: 3 clusters Score -1.78644e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 139790 members 
Entering Unmasked Estep 
Score: -17864628.000000 Penalty: 5912.007324
	Iteration 32Q: 3 clusters Score -1.786463e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 140804 members 
Entering Unmasked Estep 
Score: -17864900.000000 Penalty: 5912.007324
	Iteration 33Q: 3 clusters Score -1.78649e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 141725 members 
Entering Unmasked Estep 
Score: -17865130.000000 Penalty: 5912.007324
	Iteration 34Q: 3 clusters Score -1.786513e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 142532 members 
Entering Unmasked Estep 
Score: -17865250.000000 Penalty: 5912.007324
	Iteration 35Q: 3 clusters Score -1.786525e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 143221 members 
Entering Unmasked Estep 
Score: -17865340.000000 Penalty: 5912.007324
	Iteration 36Q: 3 clusters Score -1.786534e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 143781 members 
Entering Unmasked Estep 
Score: -17865428.000000 Penalty: 5912.007324
	Iteration 37Q: 3 clusters Score -1.786543e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 144285 members 
Entering Unmasked Estep 
Score: -17865472.000000 Penalty: 5912.007324
	Iteration 38Q: 3 clusters Score -1.786547e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 144712 members 
Entering Unmasked Estep 
Score: -17865542.000000 Penalty: 5912.007324
	Iteration 39Q: 3 clusters Score -1.786554e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 145098 members 
Entering Unmasked Estep 
Score: -17865550.000000 Penalty: 5912.007324
	Iteration 40F: 3 clusters Score -1.786555e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 145445 members 
Entering Unmasked Estep 
Score: -17865680.000000 Penalty: 5912.007324
	Iteration 41Q: 3 clusters Score -1.786568e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 145744 members 
Entering Unmasked Estep 
Score: -17865672.000000 Penalty: 5912.007324
	Iteration 42Q: 3 clusters Score -1.786567e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 146006 members 
Entering Unmasked Estep 
Score: -17865676.000000 Penalty: 5912.007324
	Iteration 43Q: 3 clusters Score -1.786568e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 146225 members 
Entering Unmasked Estep 
Score: -17865702.000000 Penalty: 5912.007324
	Iteration 44Q: 3 clusters Score -1.78657e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 146408 members 
Entering Unmasked Estep 
Score: -17865720.000000 Penalty: 5912.007324
	Iteration 45Q: 3 clusters Score -1.786572e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 146554 members 
Entering Unmasked Estep 
Score: -17865742.000000 Penalty: 5912.007324
	Iteration 46Q: 3 clusters Score -1.786574e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 146668 members 
Entering Unmasked Estep 
Score: -17865758.000000 Penalty: 5912.007324
	Iteration 47Q: 3 clusters Score -1.786576e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 146768 members 
Entering Unmasked Estep 
Score: -17865764.000000 Penalty: 5912.007324
	Iteration 48Q: 3 clusters Score -1.786576e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 146843 members 
Entering Unmasked Estep 
Score: -17865766.000000 Penalty: 5912.007324
	Iteration 49Q: 3 clusters Score -1.786577e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 146908 members 
Entering Unmasked Estep 
Score: -17865760.000000 Penalty: 5912.007324
	Iteration 50Q: 3 clusters Score -1.786576e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 146960 members 
Entering Unmasked Estep 
Score: -17865740.000000 Penalty: 5912.007324
	Iteration 51Q: 3 clusters Score -1.786574e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 147002 members 
Entering Unmasked Estep 
Score: -17865746.000000 Penalty: 5912.007324
	Iteration 52Q: 3 clusters Score -1.786575e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 147057 members 
Entering Unmasked Estep 
Score: -17865730.000000 Penalty: 5912.007324
	Iteration 53Q: 3 clusters Score -1.786573e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 147116 members 
Entering Unmasked Estep 
Score: -17865708.000000 Penalty: 5912.007324
	Iteration 54Q: 3 clusters Score -1.786571e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 147157 members 
Entering Unmasked Estep 
Score: -17865706.000000 Penalty: 5912.007324
	Iteration 55Q: 3 clusters Score -1.786571e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 147201 members 
Entering Unmasked Estep 
Score: -17865700.000000 Penalty: 5912.007324
	Iteration 56Q: 3 clusters Score -1.78657e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 147229 members 
Entering Unmasked Estep 
Score: -17865710.000000 Penalty: 5912.007324
	Iteration 57Q: 3 clusters Score -1.786571e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 147257 members 
Entering Unmasked Estep 
Score: -17865692.000000 Penalty: 5912.007324
	Iteration 58Q: 3 clusters Score -1.786569e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 147281 members 
Entering Unmasked Estep 
Score: -17865692.000000 Penalty: 5912.007324
	Iteration 59Q: 3 clusters Score -1.786569e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 147299 members 
Entering Unmasked Estep 
Score: -17865692.000000 Penalty: 5912.007324
	Iteration 60F: 3 clusters Score -1.786569e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 147316 members 
Entering Unmasked Estep 
Score: -17865684.000000 Penalty: 5912.007324
	Iteration 61Q: 3 clusters Score -1.786568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 147325 members 
Entering Unmasked Estep 
Score: -17865686.000000 Penalty: 5912.007324
	Iteration 62Q: 3 clusters Score -1.786569e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 147337 members 
Entering Unmasked Estep 
Score: -17865678.000000 Penalty: 5912.007324
	Iteration 63Q: 3 clusters Score -1.786568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 147346 members 
Entering Unmasked Estep 
Score: -17865678.000000 Penalty: 5912.007324
	Iteration 64Q: 3 clusters Score -1.786568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 147353 members 
Entering Unmasked Estep 
Score: -17865672.000000 Penalty: 5912.007324
	Iteration 65Q: 3 clusters Score -1.786567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 147359 members 
Entering Unmasked Estep 
Score: -17865680.000000 Penalty: 5912.007324
	Iteration 66Q: 3 clusters Score -1.786568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 147362 members 
Entering Unmasked Estep 
Score: -17865662.000000 Penalty: 5912.007324
	Iteration 67Q: 3 clusters Score -1.786566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 147365 members 
Entering Unmasked Estep 
Score: -17865662.000000 Penalty: 5912.007324
	Iteration 68Q: 3 clusters Score -1.786566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 147373 members 
Entering Unmasked Estep 
Score: -17865674.000000 Penalty: 5912.007324
	Iteration 69Q: 3 clusters Score -1.786567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 147381 members 
Entering Unmasked Estep 
Score: -17865670.000000 Penalty: 5912.007324
	Iteration 70Q: 3 clusters Score -1.786567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 147390 members 
Entering Unmasked Estep 
Score: -17865658.000000 Penalty: 5912.007324
	Iteration 71Q: 3 clusters Score -1.786566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 147398 members 
Entering Unmasked Estep 
Score: -17865660.000000 Penalty: 5912.007324
	Iteration 72Q: 3 clusters Score -1.786566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 147406 members 
Entering Unmasked Estep 
Score: -17865652.000000 Penalty: 5912.007324
	Iteration 73Q: 3 clusters Score -1.786565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 147410 members 
Entering Unmasked Estep 
Score: -17865642.000000 Penalty: 5912.007324
	Iteration 74Q: 3 clusters Score -1.786564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 147414 members 
Entering Unmasked Estep 
Score: -17865648.000000 Penalty: 5912.007324
	Iteration 75Q: 3 clusters Score -1.786565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 147417 members 
Entering Unmasked Estep 
Score: -17865646.000000 Penalty: 5912.007324
	Iteration 76Q: 3 clusters Score -1.786565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 147420 members 
Entering Unmasked Estep 
Score: -17865652.000000 Penalty: 5912.007324
	Iteration 77Q: 3 clusters Score -1.786565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 147423 members 
Entering Unmasked Estep 
Score: -17865652.000000 Penalty: 5912.007324
	Iteration 78Q: 3 clusters Score -1.786565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 147425 members 
Entering Unmasked Estep 
Score: -17865638.000000 Penalty: 5912.007324
	Iteration 79Q: 3 clusters Score -1.786564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 147425 members 
Entering Unmasked Estep 
Score: -17865650.000000 Penalty: 5912.007324
	Iteration 80F: 3 clusters Score -1.786565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 147430 members 
Entering Unmasked Estep 
Score: -17865642.000000 Penalty: 5912.007324
	Iteration 81Q: 3 clusters Score -1.786564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 147432 members 
Entering Unmasked Estep 
Score: -17865646.000000 Penalty: 5912.007324
	Iteration 82Q: 3 clusters Score -1.786565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 147437 members 
Entering Unmasked Estep 
Score: -17865646.000000 Penalty: 5912.007324
	Iteration 83Q: 3 clusters Score -1.786565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 147441 members 
Entering Unmasked Estep 
Score: -17865644.000000 Penalty: 5912.007324
	Iteration 84Q: 3 clusters Score -1.786564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 147448 members 
Entering Unmasked Estep 
Score: -17865634.000000 Penalty: 5912.007324
	Iteration 85Q: 3 clusters Score -1.786563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 147451 members 
Entering Unmasked Estep 
Score: -17865630.000000 Penalty: 5912.007324
	Iteration 86Q: 3 clusters Score -1.786563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 147454 members 
Entering Unmasked Estep 
Score: -17865638.000000 Penalty: 5912.007324
	Iteration 87Q: 3 clusters Score -1.786564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 147457 members 
Entering Unmasked Estep 
Score: -17865650.000000 Penalty: 5912.007324
	Iteration 88Q: 3 clusters Score -1.786565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 147460 members 
Entering Unmasked Estep 
Score: -17865632.000000 Penalty: 5912.007324
	Iteration 89Q: 3 clusters Score -1.786563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 147460 members 
Entering Unmasked Estep 
Score: -17865632.000000 Penalty: 5912.007324
	Iteration 90F: 3 clusters Score -1.786563e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Entering Unmasked Estep 
Score: -1385582.250000 Penalty: 2319.643555
	Iteration 0F: 2 clusters Score -1385582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1376863.500000 Penalty: 4639.287109
	Iteration 0F: 3 clusters Score -1376864 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1379562.250000 Penalty: 4639.287109
	Iteration 1F: 3 clusters Score -1379562 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1379871.875000 Penalty: 4639.287109
	Iteration 2F: 3 clusters Score -1379872 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1380163.625000 Penalty: 4639.287109
	Iteration 3F: 3 clusters Score -1380164 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1380487.250000 Penalty: 4639.287109
	Iteration 4Q: 3 clusters Score -1380487 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1380899.625000 Penalty: 4639.287109
	Iteration 5F: 3 clusters Score -1380900 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1381331.875000 Penalty: 4639.287109
	Iteration 6F: 3 clusters Score -1381332 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1381866.500000 Penalty: 4639.287109
	Iteration 7F: 3 clusters Score -1381866 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1382412.875000 Penalty: 4639.287109
	Iteration 8F: 3 clusters Score -1382413 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1382894.375000 Penalty: 4639.287109
	Iteration 9F: 3 clusters Score -1382894 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1383285.250000 Penalty: 4639.287109
	Iteration 10Q: 3 clusters Score -1383285 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1383559.000000 Penalty: 4639.287109
	Iteration 11Q: 3 clusters Score -1383559 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1383719.500000 Penalty: 4639.287109
	Iteration 12Q: 3 clusters Score -1383720 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1383819.000000 Penalty: 4639.287109
	Iteration 13Q: 3 clusters Score -1383819 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1383876.250000 Penalty: 4639.287109
	Iteration 14Q: 3 clusters Score -1383876 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1383915.000000 Penalty: 4639.287109
	Iteration 15Q: 3 clusters Score -1383915 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1383943.500000 Penalty: 4639.287109
	Iteration 16Q: 3 clusters Score -1383944 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1383960.750000 Penalty: 4639.287109
	Iteration 17Q: 3 clusters Score -1383961 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1383979.000000 Penalty: 4639.287109
	Iteration 18Q: 3 clusters Score -1383979 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1383989.500000 Penalty: 4639.287109
	Iteration 19Q: 3 clusters Score -1383990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1384001.750000 Penalty: 4639.287109
	Iteration 20F: 3 clusters Score -1384002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1384012.000000 Penalty: 4639.287109
	Iteration 21Q: 3 clusters Score -1384012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1384014.250000 Penalty: 4639.287109
	Iteration 22Q: 3 clusters Score -1384014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1384022.000000 Penalty: 4639.287109
	Iteration 23Q: 3 clusters Score -1384022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1384024.375000 Penalty: 4639.287109
	Iteration 24Q: 3 clusters Score -1384024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1384025.000000 Penalty: 4639.287109
	Iteration 25Q: 3 clusters Score -1384025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1384028.750000 Penalty: 4639.287109
	Iteration 26Q: 3 clusters Score -1384029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1384026.625000 Penalty: 4639.287109
	Iteration 27Q: 3 clusters Score -1384027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1384028.250000 Penalty: 4639.287109
	Iteration 28Q: 3 clusters Score -1384028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1384034.875000 Penalty: 4639.287109
	Iteration 29Q: 3 clusters Score -1384035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1384037.250000 Penalty: 4639.287109
	Iteration 30Q: 3 clusters Score -1384037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1384039.875000 Penalty: 4639.287109
	Iteration 31Q: 3 clusters Score -1384040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1384040.875000 Penalty: 4639.287109
	Iteration 32Q: 3 clusters Score -1384041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1384042.000000 Penalty: 4639.287109
	Iteration 33Q: 3 clusters Score -1384042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1384044.375000 Penalty: 4639.287109
	Iteration 34Q: 3 clusters Score -1384044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1384044.250000 Penalty: 4639.287109
	Iteration 35Q: 3 clusters Score -1384044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1384044.500000 Penalty: 4639.287109
	Iteration 36Q: 3 clusters Score -1384044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1384044.500000 Penalty: 4639.287109
	Iteration 37F: 3 clusters Score -1384044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Entering Unmasked Estep 
Score: -269801.250000 Penalty: 1913.018555
	Iteration 0F: 2 clusters Score -269801.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -267034.562500 Penalty: 3826.037109
	Iteration 0F: 3 clusters Score -267034.6 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -267544.843750 Penalty: 3826.037109
	Iteration 1F: 3 clusters Score -267544.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -267684.593750 Penalty: 3826.037109
	Iteration 2F: 3 clusters Score -267684.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -267763.625000 Penalty: 3826.037109
	Iteration 3Q: 3 clusters Score -267763.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -267821.531250 Penalty: 3826.037109
	Iteration 4Q: 3 clusters Score -267821.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -267855.781250 Penalty: 3826.037109
	Iteration 5Q: 3 clusters Score -267855.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -267879.562500 Penalty: 3826.037109
	Iteration 6Q: 3 clusters Score -267879.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -267894.593750 Penalty: 3826.037109
	Iteration 7Q: 3 clusters Score -267894.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -267911.125000 Penalty: 3826.037109
	Iteration 8Q: 3 clusters Score -267911.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -267924.750000 Penalty: 3826.037109
	Iteration 9Q: 3 clusters Score -267924.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -267935.812500 Penalty: 3826.037109
	Iteration 10Q: 3 clusters Score -267935.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -267943.156250 Penalty: 3826.037109
	Iteration 11Q: 3 clusters Score -267943.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -267947.625000 Penalty: 3826.037109
	Iteration 12Q: 3 clusters Score -267947.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -267949.500000 Penalty: 3826.037109
	Iteration 13Q: 3 clusters Score -267949.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -267951.843750 Penalty: 3826.037109
	Iteration 14Q: 3 clusters Score -267951.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -267956.437500 Penalty: 3826.037109
	Iteration 15Q: 3 clusters Score -267956.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -267961.562500 Penalty: 3826.037109
	Iteration 16Q: 3 clusters Score -267961.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -267966.437500 Penalty: 3826.037109
	Iteration 17Q: 3 clusters Score -267966.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -267971.218750 Penalty: 3826.037109
	Iteration 18Q: 3 clusters Score -267971.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -267975.156250 Penalty: 3826.037109
	Iteration 19Q: 3 clusters Score -267975.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -267982.718750 Penalty: 3826.037109
	Iteration 20F: 3 clusters Score -267982.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -267990.125000 Penalty: 3826.037109
	Iteration 21Q: 3 clusters Score -267990.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -267995.343750 Penalty: 3826.037109
	Iteration 22Q: 3 clusters Score -267995.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -267998.437500 Penalty: 3826.037109
	Iteration 23Q: 3 clusters Score -267998.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -268002.000000 Penalty: 3826.037109
	Iteration 24Q: 3 clusters Score -268002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -268003.875000 Penalty: 3826.037109
	Iteration 25Q: 3 clusters Score -268003.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -268004.593750 Penalty: 3826.037109
	Iteration 26Q: 3 clusters Score -268004.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -268004.593750 Penalty: 3826.037109
	Iteration 27F: 3 clusters Score -268004.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 43837 members 
Mstep: Class 5 contains 19037 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6126 members 
Mstep: Class 8 contains 17429 members 
Mstep: Class 9 contains 224011 members 
Mstep: Class 10 contains 18146 members 
Mstep: Class 11 contains 102208 members 
Mstep: Class 12 contains 39172 members 
Mstep: Class 13 contains 34792 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150147 members 
Mstep: Class 18 contains 11538 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049696.000000 Penalty: 56640.539062
Iteration 319Q: 18 clusters Score -8.00497e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6099 members 
Mstep: Class 4 contains 43837 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6126 members 
Mstep: Class 8 contains 17453 members 
Mstep: Class 9 contains 223992 members 
Mstep: Class 10 contains 18147 members 
Mstep: Class 11 contains 102205 members 
Mstep: Class 12 contains 39174 members 
Mstep: Class 13 contains 34791 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150143 members 
Mstep: Class 18 contains 11536 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049736.000000 Penalty: 56640.539062
Iteration 320F: 18 clusters Score -8.004974e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6099 members 
Mstep: Class 4 contains 43837 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6126 members 
Mstep: Class 8 contains 17484 members 
Mstep: Class 9 contains 223962 members 
Mstep: Class 10 contains 18148 members 
Mstep: Class 11 contains 102206 members 
Mstep: Class 12 contains 39175 members 
Mstep: Class 13 contains 34789 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150142 members 
Mstep: Class 18 contains 11535 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049808.000000 Penalty: 56640.539062
Iteration 321Q: 18 clusters Score -8.004981e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6099 members 
Mstep: Class 4 contains 43837 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6126 members 
Mstep: Class 8 contains 17509 members 
Mstep: Class 9 contains 223953 members 
Mstep: Class 10 contains 18146 members 
Mstep: Class 11 contains 102203 members 
Mstep: Class 12 contains 39172 members 
Mstep: Class 13 contains 34790 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150134 members 
Mstep: Class 18 contains 11534 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049760.000000 Penalty: 56640.539062
Iteration 322Q: 18 clusters Score -8.004976e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6099 members 
Mstep: Class 4 contains 43835 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6125 members 
Mstep: Class 8 contains 17543 members 
Mstep: Class 9 contains 223936 members 
Mstep: Class 10 contains 18146 members 
Mstep: Class 11 contains 102206 members 
Mstep: Class 12 contains 39167 members 
Mstep: Class 13 contains 34789 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150125 members 
Mstep: Class 18 contains 11532 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049744.000000 Penalty: 56640.539062
Iteration 323Q: 18 clusters Score -8.004974e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6099 members 
Mstep: Class 4 contains 43835 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6124 members 
Mstep: Class 8 contains 17579 members 
Mstep: Class 9 contains 223921 members 
Mstep: Class 10 contains 18142 members 
Mstep: Class 11 contains 102206 members 
Mstep: Class 12 contains 39165 members 
Mstep: Class 13 contains 34790 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150109 members 
Mstep: Class 18 contains 11533 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049816.000000 Penalty: 56640.539062
Iteration 324Q: 18 clusters Score -8.004982e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6099 members 
Mstep: Class 4 contains 43834 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6124 members 
Mstep: Class 8 contains 17616 members 
Mstep: Class 9 contains 223908 members 
Mstep: Class 10 contains 18142 members 
Mstep: Class 11 contains 102198 members 
Mstep: Class 12 contains 39168 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150091 members 
Mstep: Class 18 contains 11535 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049824.000000 Penalty: 56640.539062
Iteration 325Q: 18 clusters Score -8.004982e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6100 members 
Mstep: Class 4 contains 43834 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6125 members 
Mstep: Class 8 contains 17646 members 
Mstep: Class 9 contains 223908 members 
Mstep: Class 10 contains 18141 members 
Mstep: Class 11 contains 102192 members 
Mstep: Class 12 contains 39167 members 
Mstep: Class 13 contains 34785 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150070 members 
Mstep: Class 18 contains 11535 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049856.000000 Penalty: 56640.539062
Iteration 326Q: 18 clusters Score -8.004986e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6101 members 
Mstep: Class 4 contains 43835 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6124 members 
Mstep: Class 8 contains 17672 members 
Mstep: Class 9 contains 223897 members 
Mstep: Class 10 contains 18142 members 
Mstep: Class 11 contains 102186 members 
Mstep: Class 12 contains 39167 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150056 members 
Mstep: Class 18 contains 11535 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049864.000000 Penalty: 56640.539062
Iteration 327Q: 18 clusters Score -8.004986e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6102 members 
Mstep: Class 4 contains 43835 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6124 members 
Mstep: Class 8 contains 17706 members 
Mstep: Class 9 contains 223885 members 
Mstep: Class 10 contains 18143 members 
Mstep: Class 11 contains 102188 members 
Mstep: Class 12 contains 39168 members 
Mstep: Class 13 contains 34787 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150030 members 
Mstep: Class 18 contains 11535 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049848.000000 Penalty: 56640.539062
Iteration 328Q: 18 clusters Score -8.004985e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6102 members 
Mstep: Class 4 contains 43834 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6124 members 
Mstep: Class 8 contains 17732 members 
Mstep: Class 9 contains 223877 members 
Mstep: Class 10 contains 18144 members 
Mstep: Class 11 contains 102184 members 
Mstep: Class 12 contains 39168 members 
Mstep: Class 13 contains 34787 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 150018 members 
Mstep: Class 18 contains 11534 members 
Mstep: Class 19 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049864.000000 Penalty: 56640.539062
Iteration 329Q: 18 clusters Score -8.004986e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6104 members 
Mstep: Class 4 contains 43834 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6124 members 
Mstep: Class 8 contains 17755 members 
Mstep: Class 9 contains 223865 members 
Mstep: Class 10 contains 18143 members 
Mstep: Class 11 contains 102184 members 
Mstep: Class 12 contains 39170 members 
Mstep: Class 13 contains 34786 members 
Mstep: Class 16 contains 3815 members 
Mstep: Class 17 contains 150005 members 
Mstep: Class 18 contains 11534 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049888.000000 Penalty: 56640.539062
Iteration 330Q: 18 clusters Score -8.004989e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6107 members 
Mstep: Class 4 contains 43835 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6124 members 
Mstep: Class 8 contains 17778 members 
Mstep: Class 9 contains 223845 members 
Mstep: Class 10 contains 18140 members 
Mstep: Class 11 contains 102182 members 
Mstep: Class 12 contains 39173 members 
Mstep: Class 13 contains 34786 members 
Mstep: Class 16 contains 3814 members 
Mstep: Class 17 contains 149999 members 
Mstep: Class 18 contains 11536 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049920.000000 Penalty: 56640.539062
Iteration 331Q: 18 clusters Score -8.004992e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6109 members 
Mstep: Class 4 contains 43837 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6123 members 
Mstep: Class 8 contains 17793 members 
Mstep: Class 9 contains 223835 members 
Mstep: Class 10 contains 18140 members 
Mstep: Class 11 contains 102173 members 
Mstep: Class 12 contains 39175 members 
Mstep: Class 13 contains 34785 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 150001 members 
Mstep: Class 18 contains 11535 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049928.000000 Penalty: 56640.539062
Iteration 332Q: 18 clusters Score -8.004993e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6110 members 
Mstep: Class 4 contains 43836 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6122 members 
Mstep: Class 8 contains 17804 members 
Mstep: Class 9 contains 223837 members 
Mstep: Class 10 contains 18139 members 
Mstep: Class 11 contains 102161 members 
Mstep: Class 12 contains 39174 members 
Mstep: Class 13 contains 34785 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 150003 members 
Mstep: Class 18 contains 11535 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049920.000000 Penalty: 56640.539062
Iteration 333Q: 18 clusters Score -8.004992e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6110 members 
Mstep: Class 4 contains 43835 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6121 members 
Mstep: Class 8 contains 17815 members 
Mstep: Class 9 contains 223840 members 
Mstep: Class 10 contains 18139 members 
Mstep: Class 11 contains 102157 members 
Mstep: Class 12 contains 39174 members 
Mstep: Class 13 contains 34784 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149995 members 
Mstep: Class 18 contains 11535 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049912.000000 Penalty: 56640.539062
Iteration 334Q: 18 clusters Score -8.004991e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6110 members 
Mstep: Class 4 contains 43833 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6121 members 
Mstep: Class 8 contains 17826 members 
Mstep: Class 9 contains 223844 members 
Mstep: Class 10 contains 18139 members 
Mstep: Class 11 contains 102154 members 
Mstep: Class 12 contains 39175 members 
Mstep: Class 13 contains 34784 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149985 members 
Mstep: Class 18 contains 11534 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049864.000000 Penalty: 56640.539062
Iteration 335Q: 18 clusters Score -8.004986e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6110 members 
Mstep: Class 4 contains 43830 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6121 members 
Mstep: Class 8 contains 17834 members 
Mstep: Class 9 contains 223844 members 
Mstep: Class 10 contains 18139 members 
Mstep: Class 11 contains 102149 members 
Mstep: Class 12 contains 39174 members 
Mstep: Class 13 contains 34784 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149986 members 
Mstep: Class 18 contains 11534 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049856.000000 Penalty: 56640.539062
Iteration 336Q: 18 clusters Score -8.004986e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6110 members 
Mstep: Class 4 contains 43832 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6121 members 
Mstep: Class 8 contains 17836 members 
Mstep: Class 9 contains 223841 members 
Mstep: Class 10 contains 18137 members 
Mstep: Class 11 contains 102147 members 
Mstep: Class 12 contains 39175 members 
Mstep: Class 13 contains 34783 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149989 members 
Mstep: Class 18 contains 11534 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049872.000000 Penalty: 56640.539062
Iteration 337Q: 18 clusters Score -8.004987e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6110 members 
Mstep: Class 4 contains 43832 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6121 members 
Mstep: Class 8 contains 17840 members 
Mstep: Class 9 contains 223841 members 
Mstep: Class 10 contains 18135 members 
Mstep: Class 11 contains 102146 members 
Mstep: Class 12 contains 39176 members 
Mstep: Class 13 contains 34784 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149986 members 
Mstep: Class 18 contains 11534 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049880.000000 Penalty: 56640.539062
Iteration 338Q: 18 clusters Score -8.004988e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6110 members 
Mstep: Class 4 contains 43832 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6120 members 
Mstep: Class 8 contains 17848 members 
Mstep: Class 9 contains 223842 members 
Mstep: Class 10 contains 18135 members 
Mstep: Class 11 contains 102145 members 
Mstep: Class 12 contains 39178 members 
Mstep: Class 13 contains 34784 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149977 members 
Mstep: Class 18 contains 11534 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049864.000000 Penalty: 56640.539062
Iteration 339Q: 18 clusters Score -8.004986e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6110 members 
Mstep: Class 4 contains 43832 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6120 members 
Mstep: Class 8 contains 17867 members 
Mstep: Class 9 contains 223837 members 
Mstep: Class 10 contains 18135 members 
Mstep: Class 11 contains 102143 members 
Mstep: Class 12 contains 39175 members 
Mstep: Class 13 contains 34785 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149967 members 
Mstep: Class 18 contains 11534 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049888.000000 Penalty: 56640.539062
Iteration 340F: 18 clusters Score -8.004989e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6110 members 
Mstep: Class 4 contains 43832 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6120 members 
Mstep: Class 8 contains 17883 members 
Mstep: Class 9 contains 223832 members 
Mstep: Class 10 contains 18138 members 
Mstep: Class 11 contains 102143 members 
Mstep: Class 12 contains 39175 members 
Mstep: Class 13 contains 34785 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149954 members 
Mstep: Class 18 contains 11533 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049896.000000 Penalty: 56640.539062
Iteration 341Q: 18 clusters Score -8.00499e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6110 members 
Mstep: Class 4 contains 43832 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6120 members 
Mstep: Class 8 contains 17902 members 
Mstep: Class 9 contains 223823 members 
Mstep: Class 10 contains 18138 members 
Mstep: Class 11 contains 102142 members 
Mstep: Class 12 contains 39175 members 
Mstep: Class 13 contains 34786 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149946 members 
Mstep: Class 18 contains 11531 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049920.000000 Penalty: 56640.539062
Iteration 342Q: 18 clusters Score -8.004992e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6110 members 
Mstep: Class 4 contains 43833 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6120 members 
Mstep: Class 8 contains 17918 members 
Mstep: Class 9 contains 223816 members 
Mstep: Class 10 contains 18139 members 
Mstep: Class 11 contains 102140 members 
Mstep: Class 12 contains 39175 members 
Mstep: Class 13 contains 34786 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149937 members 
Mstep: Class 18 contains 11531 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049864.000000 Penalty: 56640.539062
Iteration 343Q: 18 clusters Score -8.004986e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6110 members 
Mstep: Class 4 contains 43834 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6119 members 
Mstep: Class 8 contains 17928 members 
Mstep: Class 9 contains 223821 members 
Mstep: Class 10 contains 18140 members 
Mstep: Class 11 contains 102130 members 
Mstep: Class 12 contains 39175 members 
Mstep: Class 13 contains 34786 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149932 members 
Mstep: Class 18 contains 11530 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049896.000000 Penalty: 56640.539062
Iteration 344Q: 18 clusters Score -8.00499e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6111 members 
Mstep: Class 4 contains 43832 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6120 members 
Mstep: Class 8 contains 17939 members 
Mstep: Class 9 contains 223817 members 
Mstep: Class 10 contains 18140 members 
Mstep: Class 11 contains 102128 members 
Mstep: Class 12 contains 39174 members 
Mstep: Class 13 contains 34783 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149934 members 
Mstep: Class 18 contains 11527 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049864.000000 Penalty: 56640.539062
Iteration 345Q: 18 clusters Score -8.004986e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6111 members 
Mstep: Class 4 contains 43831 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6120 members 
Mstep: Class 8 contains 17950 members 
Mstep: Class 9 contains 223801 members 
Mstep: Class 10 contains 18141 members 
Mstep: Class 11 contains 102126 members 
Mstep: Class 12 contains 39173 members 
Mstep: Class 13 contains 34785 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149944 members 
Mstep: Class 18 contains 11523 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049920.000000 Penalty: 56640.539062
Iteration 346Q: 18 clusters Score -8.004992e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6111 members 
Mstep: Class 4 contains 43832 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6120 members 
Mstep: Class 8 contains 17958 members 
Mstep: Class 9 contains 223792 members 
Mstep: Class 10 contains 18145 members 
Mstep: Class 11 contains 102124 members 
Mstep: Class 12 contains 39172 members 
Mstep: Class 13 contains 34785 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149947 members 
Mstep: Class 18 contains 11519 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049960.000000 Penalty: 56640.539062
Iteration 347Q: 18 clusters Score -8.004996e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6112 members 
Mstep: Class 4 contains 43834 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6120 members 
Mstep: Class 8 contains 17970 members 
Mstep: Class 9 contains 223780 members 
Mstep: Class 10 contains 18144 members 
Mstep: Class 11 contains 102122 members 
Mstep: Class 12 contains 39172 members 
Mstep: Class 13 contains 34784 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149949 members 
Mstep: Class 18 contains 11518 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049944.000000 Penalty: 56640.539062
Iteration 348Q: 18 clusters Score -8.004994e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6111 members 
Mstep: Class 4 contains 43834 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6120 members 
Mstep: Class 8 contains 17989 members 
Mstep: Class 9 contains 223778 members 
Mstep: Class 10 contains 18142 members 
Mstep: Class 11 contains 102114 members 
Mstep: Class 12 contains 39172 members 
Mstep: Class 13 contains 34786 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149943 members 
Mstep: Class 18 contains 11516 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049928.000000 Penalty: 56640.539062
Iteration 349Q: 18 clusters Score -8.004993e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6111 members 
Mstep: Class 4 contains 43831 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6120 members 
Mstep: Class 8 contains 18015 members 
Mstep: Class 9 contains 223768 members 
Mstep: Class 10 contains 18142 members 
Mstep: Class 11 contains 102108 members 
Mstep: Class 12 contains 39172 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149934 members 
Mstep: Class 18 contains 11516 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049920.000000 Penalty: 56640.539062
Iteration 350Q: 18 clusters Score -8.004992e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6111 members 
Mstep: Class 4 contains 43830 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6120 members 
Mstep: Class 8 contains 18036 members 
Mstep: Class 9 contains 223754 members 
Mstep: Class 10 contains 18142 members 
Mstep: Class 11 contains 102107 members 
Mstep: Class 12 contains 39177 members 
Mstep: Class 13 contains 34791 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149921 members 
Mstep: Class 18 contains 11516 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049904.000000 Penalty: 56640.539062
Iteration 351Q: 18 clusters Score -8.00499e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6112 members 
Mstep: Class 4 contains 43830 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6120 members 
Mstep: Class 8 contains 18063 members 
Mstep: Class 9 contains 223754 members 
Mstep: Class 10 contains 18141 members 
Mstep: Class 11 contains 102103 members 
Mstep: Class 12 contains 39184 members 
Mstep: Class 13 contains 34790 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149892 members 
Mstep: Class 18 contains 11516 members 
Mstep: Class 19 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049944.000000 Penalty: 56640.539062
Iteration 352Q: 18 clusters Score -8.004994e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6115 members 
Mstep: Class 4 contains 43830 members 
Mstep: Class 5 contains 19040 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6119 members 
Mstep: Class 8 contains 18097 members 
Mstep: Class 9 contains 223751 members 
Mstep: Class 10 contains 18140 members 
Mstep: Class 11 contains 102093 members 
Mstep: Class 12 contains 39181 members 
Mstep: Class 13 contains 34792 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149869 members 
Mstep: Class 18 contains 11516 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049952.000000 Penalty: 56640.539062
Iteration 353Q: 18 clusters Score -8.004995e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 43829 members 
Mstep: Class 5 contains 19040 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6119 members 
Mstep: Class 8 contains 18133 members 
Mstep: Class 9 contains 223741 members 
Mstep: Class 10 contains 18139 members 
Mstep: Class 11 contains 102084 members 
Mstep: Class 12 contains 39181 members 
Mstep: Class 13 contains 34790 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149855 members 
Mstep: Class 18 contains 11515 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049984.000000 Penalty: 56640.539062
Iteration 354Q: 18 clusters Score -8.004998e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 43828 members 
Mstep: Class 5 contains 19040 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6119 members 
Mstep: Class 8 contains 18167 members 
Mstep: Class 9 contains 223728 members 
Mstep: Class 10 contains 18140 members 
Mstep: Class 11 contains 102072 members 
Mstep: Class 12 contains 39183 members 
Mstep: Class 13 contains 34792 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149842 members 
Mstep: Class 18 contains 11515 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049936.000000 Penalty: 56640.539062
Iteration 355Q: 18 clusters Score -8.004994e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 43827 members 
Mstep: Class 5 contains 19040 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6119 members 
Mstep: Class 8 contains 18198 members 
Mstep: Class 9 contains 223717 members 
Mstep: Class 10 contains 18141 members 
Mstep: Class 11 contains 102064 members 
Mstep: Class 12 contains 39183 members 
Mstep: Class 13 contains 34792 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149831 members 
Mstep: Class 18 contains 11514 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049888.000000 Penalty: 56640.539062
Iteration 356Q: 18 clusters Score -8.004989e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 43827 members 
Mstep: Class 5 contains 19040 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6119 members 
Mstep: Class 8 contains 18213 members 
Mstep: Class 9 contains 223708 members 
Mstep: Class 10 contains 18143 members 
Mstep: Class 11 contains 102062 members 
Mstep: Class 12 contains 39185 members 
Mstep: Class 13 contains 34793 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149823 members 
Mstep: Class 18 contains 11513 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049800.000000 Penalty: 56640.539062
Iteration 357Q: 18 clusters Score -8.00498e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 43827 members 
Mstep: Class 5 contains 19040 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6119 members 
Mstep: Class 8 contains 18234 members 
Mstep: Class 9 contains 223703 members 
Mstep: Class 10 contains 18143 members 
Mstep: Class 11 contains 102059 members 
Mstep: Class 12 contains 39185 members 
Mstep: Class 13 contains 34796 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149809 members 
Mstep: Class 18 contains 11511 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049832.000000 Penalty: 56640.539062
Iteration 358Q: 18 clusters Score -8.004983e+07 nChanged 55
Entering ConstructFrom: 
Score: -80049832.000000 Penalty: 56640.539062
Entering ConstructFrom: 
Trying to split cluster 1 (1975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Entering Unmasked Estep 
Score: -212300.515625 Penalty: 1881.904297
	Iteration 0F: 2 clusters Score -212300.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -209705.343750 Penalty: 3763.808594
	Iteration 0F: 3 clusters Score -209705.3 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -210171.375000 Penalty: 3763.808594
	Iteration 1F: 3 clusters Score -210171.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -210304.671875 Penalty: 3763.808594
	Iteration 2F: 3 clusters Score -210304.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -210426.578125 Penalty: 3763.808594
	Iteration 3Q: 3 clusters Score -210426.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -210574.750000 Penalty: 3763.808594
	Iteration 4Q: 3 clusters Score -210574.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -210788.015625 Penalty: 3763.808594
	Iteration 5F: 3 clusters Score -210788 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -211024.265625 Penalty: 3763.808594
	Iteration 6F: 3 clusters Score -211024.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -211317.953125 Penalty: 3763.808594
	Iteration 7F: 3 clusters Score -211318 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -211663.531250 Penalty: 3763.808594
	Iteration 8F: 3 clusters Score -211663.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -212019.078125 Penalty: 3763.808594
	Iteration 9F: 3 clusters Score -212019.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -212364.906250 Penalty: 3763.808594
	Iteration 10F: 3 clusters Score -212364.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -212570.406250 Penalty: 3763.808594
	Iteration 11Q: 3 clusters Score -212570.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -212705.515625 Penalty: 3763.808594
	Iteration 12Q: 3 clusters Score -212705.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -212784.609375 Penalty: 3763.808594
	Iteration 13Q: 3 clusters Score -212784.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -212831.937500 Penalty: 3763.808594
	Iteration 14Q: 3 clusters Score -212831.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -212858.265625 Penalty: 3763.808594
	Iteration 15Q: 3 clusters Score -212858.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -212868.312500 Penalty: 3763.808594
	Iteration 16Q: 3 clusters Score -212868.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -212872.734375 Penalty: 3763.808594
	Iteration 17Q: 3 clusters Score -212872.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -212874.140625 Penalty: 3763.808594
	Iteration 18Q: 3 clusters Score -212874.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -212874.546875 Penalty: 3763.808594
	Iteration 19Q: 3 clusters Score -212874.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -212874.546875 Penalty: 3763.808594
	Iteration 20F: 3 clusters Score -212874.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 43826 members 
Mstep: Class 5 contains 19040 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6119 members 
Mstep: Class 8 contains 18249 members 
Mstep: Class 9 contains 223691 members 
Mstep: Class 10 contains 18143 members 
Mstep: Class 11 contains 102058 members 
Mstep: Class 12 contains 39184 members 
Mstep: Class 13 contains 34796 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149811 members 
Mstep: Class 18 contains 11509 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
Score: -80048992.000000 Penalty: 59972.335938
Splitting cluster 1 changes total score from -80049832.000000 to -80048992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -236076.609375 Penalty: 1896.769165
	Iteration 0F: 2 clusters Score -236076.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -233471.296875 Penalty: 3793.538330
	Iteration 0F: 3 clusters Score -233471.3 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -234117.843750 Penalty: 3793.538330
	Iteration 1F: 3 clusters Score -234117.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -234422.187500 Penalty: 3793.538330
	Iteration 2F: 3 clusters Score -234422.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -234750.859375 Penalty: 3793.538330
	Iteration 3F: 3 clusters Score -234750.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -235042.781250 Penalty: 3793.538330
	Iteration 4F: 3 clusters Score -235042.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -235316.312500 Penalty: 3793.538330
	Iteration 5F: 3 clusters Score -235316.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -235472.078125 Penalty: 3793.538330
	Iteration 6Q: 3 clusters Score -235472.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -235578.546875 Penalty: 3793.538330
	Iteration 7Q: 3 clusters Score -235578.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -235622.734375 Penalty: 3793.538330
	Iteration 8Q: 3 clusters Score -235622.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -235659.578125 Penalty: 3793.538330
	Iteration 9Q: 3 clusters Score -235659.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -235693.765625 Penalty: 3793.538330
	Iteration 10Q: 3 clusters Score -235693.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -235720.890625 Penalty: 3793.538330
	Iteration 11Q: 3 clusters Score -235720.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -235742.593750 Penalty: 3793.538330
	Iteration 12Q: 3 clusters Score -235742.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -235759.781250 Penalty: 3793.538330
	Iteration 13Q: 3 clusters Score -235759.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -235770.031250 Penalty: 3793.538330
	Iteration 14Q: 3 clusters Score -235770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -235778.218750 Penalty: 3793.538330
	Iteration 15Q: 3 clusters Score -235778.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -235782.796875 Penalty: 3793.538330
	Iteration 16Q: 3 clusters Score -235782.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -235786.796875 Penalty: 3793.538330
	Iteration 17Q: 3 clusters Score -235786.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -235789.125000 Penalty: 3793.538330
	Iteration 18Q: 3 clusters Score -235789.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -235789.531250 Penalty: 3793.538330
	Iteration 19Q: 3 clusters Score -235789.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -235789.859375 Penalty: 3793.538330
	Iteration 20F: 3 clusters Score -235789.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -235790.406250 Penalty: 3793.538330
	Iteration 21Q: 3 clusters Score -235790.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -235790.406250 Penalty: 3793.538330
	Iteration 22F: 3 clusters Score -235790.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Entering Unmasked Estep 
Score: -741178.812500 Penalty: 2162.269043
	Iteration 0F: 2 clusters Score -741178.8 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 3018 members 
Entering Unmasked Estep 
Score: -736001.125000 Penalty: 4324.538086
	Iteration 0F: 3 clusters Score -736001.1 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -737471.312500 Penalty: 4324.538086
	Iteration 1F: 3 clusters Score -737471.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -737937.937500 Penalty: 4324.538086
	Iteration 2F: 3 clusters Score -737937.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -738321.937500 Penalty: 4324.538086
	Iteration 3F: 3 clusters Score -738321.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -738724.812500 Penalty: 4324.538086
	Iteration 4F: 3 clusters Score -738724.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -739096.500000 Penalty: 4324.538086
	Iteration 5F: 3 clusters Score -739096.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -739410.375000 Penalty: 4324.538086
	Iteration 6F: 3 clusters Score -739410.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -739710.375000 Penalty: 4324.538086
	Iteration 7F: 3 clusters Score -739710.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -739969.750000 Penalty: 4324.538086
	Iteration 8Q: 3 clusters Score -739969.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -740164.437500 Penalty: 4324.538086
	Iteration 9Q: 3 clusters Score -740164.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -740318.750000 Penalty: 4324.538086
	Iteration 10Q: 3 clusters Score -740318.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -740422.625000 Penalty: 4324.538086
	Iteration 11Q: 3 clusters Score -740422.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -740496.062500 Penalty: 4324.538086
	Iteration 12Q: 3 clusters Score -740496.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -740541.062500 Penalty: 4324.538086
	Iteration 13Q: 3 clusters Score -740541.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -740567.250000 Penalty: 4324.538086
	Iteration 14Q: 3 clusters Score -740567.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -740592.625000 Penalty: 4324.538086
	Iteration 15Q: 3 clusters Score -740592.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -740610.812500 Penalty: 4324.538086
	Iteration 16Q: 3 clusters Score -740610.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -740624.500000 Penalty: 4324.538086
	Iteration 17Q: 3 clusters Score -740624.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -740638.937500 Penalty: 4324.538086
	Iteration 18Q: 3 clusters Score -740638.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -740646.000000 Penalty: 4324.538086
	Iteration 19Q: 3 clusters Score -740646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -740650.250000 Penalty: 4324.538086
	Iteration 20F: 3 clusters Score -740650.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -740653.687500 Penalty: 4324.538086
	Iteration 21Q: 3 clusters Score -740653.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -740656.187500 Penalty: 4324.538086
	Iteration 22Q: 3 clusters Score -740656.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -740659.000000 Penalty: 4324.538086
	Iteration 23Q: 3 clusters Score -740659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -740660.937500 Penalty: 4324.538086
	Iteration 24Q: 3 clusters Score -740660.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -740660.875000 Penalty: 4324.538086
	Iteration 25Q: 3 clusters Score -740660.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -740660.875000 Penalty: 4324.538086
	Iteration 26F: 3 clusters Score -740660.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Entering Unmasked Estep 
Score: -5116587.500000 Penalty: 2650.619629
	Iteration 0F: 2 clusters Score -5116588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -5087036.500000 Penalty: 5301.239258
	Iteration 0F: 3 clusters Score -5087036 nChanged 20100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -5097884.500000 Penalty: 5301.239258
	Iteration 1F: 3 clusters Score -5097884 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -5098379.500000 Penalty: 5301.239258
	Iteration 2Q: 3 clusters Score -5098380 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -5098861.000000 Penalty: 5301.239258
	Iteration 3Q: 3 clusters Score -5098861 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -5099359.000000 Penalty: 5301.239258
	Iteration 4Q: 3 clusters Score -5099359 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -5099876.500000 Penalty: 5301.239258
	Iteration 5Q: 3 clusters Score -5099876 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -5100594.500000 Penalty: 5301.239258
	Iteration 6Q: 3 clusters Score -5100594 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -5101749.000000 Penalty: 5301.239258
	Iteration 7F: 3 clusters Score -5101749 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -5103480.000000 Penalty: 5301.239258
	Iteration 8F: 3 clusters Score -5103480 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -5105832.500000 Penalty: 5301.239258
	Iteration 9F: 3 clusters Score -5105832 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -5108656.500000 Penalty: 5301.239258
	Iteration 10F: 3 clusters Score -5108656 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -5111204.500000 Penalty: 5301.239258
	Iteration 11F: 3 clusters Score -5111204 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5112945.500000 Penalty: 5301.239258
	Iteration 12Q: 3 clusters Score -5112946 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5113778.500000 Penalty: 5301.239258
	Iteration 13Q: 3 clusters Score -5113778 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5114080.500000 Penalty: 5301.239258
	Iteration 14Q: 3 clusters Score -5114080 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5114195.500000 Penalty: 5301.239258
	Iteration 15Q: 3 clusters Score -5114196 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5114248.500000 Penalty: 5301.239258
	Iteration 16Q: 3 clusters Score -5114248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5114284.000000 Penalty: 5301.239258
	Iteration 17Q: 3 clusters Score -5114284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5114303.000000 Penalty: 5301.239258
	Iteration 18Q: 3 clusters Score -5114303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5114315.500000 Penalty: 5301.239258
	Iteration 19Q: 3 clusters Score -5114316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5114313.500000 Penalty: 5301.239258
	Iteration 20F: 3 clusters Score -5114314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5114315.000000 Penalty: 5301.239258
	Iteration 21Q: 3 clusters Score -5114315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5114318.000000 Penalty: 5301.239258
	Iteration 22Q: 3 clusters Score -5114318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5114317.500000 Penalty: 5301.239258
	Iteration 23Q: 3 clusters Score -5114318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5114317.500000 Penalty: 5301.239258
	Iteration 24F: 3 clusters Score -5114318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Entering Unmasked Estep 
Score: -2275966.250000 Penalty: 2443.865723
	Iteration 0F: 2 clusters Score -2275966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2262435.250000 Penalty: 4887.731445
	Iteration 0F: 3 clusters Score -2262435 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2266941.000000 Penalty: 4887.731445
	Iteration 1F: 3 clusters Score -2266941 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2267404.750000 Penalty: 4887.731445
	Iteration 2F: 3 clusters Score -2267405 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2267854.250000 Penalty: 4887.731445
	Iteration 3F: 3 clusters Score -2267854 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2268293.750000 Penalty: 4887.731445
	Iteration 4Q: 3 clusters Score -2268294 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2268715.250000 Penalty: 4887.731445
	Iteration 5Q: 3 clusters Score -2268715 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2269104.250000 Penalty: 4887.731445
	Iteration 6Q: 3 clusters Score -2269104 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2269523.500000 Penalty: 4887.731445
	Iteration 7Q: 3 clusters Score -2269524 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2269952.750000 Penalty: 4887.731445
	Iteration 8Q: 3 clusters Score -2269953 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2270363.500000 Penalty: 4887.731445
	Iteration 9Q: 3 clusters Score -2270364 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2270736.500000 Penalty: 4887.731445
	Iteration 10Q: 3 clusters Score -2270736 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2271114.000000 Penalty: 4887.731445
	Iteration 11Q: 3 clusters Score -2271114 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2271442.500000 Penalty: 4887.731445
	Iteration 12Q: 3 clusters Score -2271442 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2271759.250000 Penalty: 4887.731445
	Iteration 13Q: 3 clusters Score -2271759 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2272107.750000 Penalty: 4887.731445
	Iteration 14Q: 3 clusters Score -2272108 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2272526.000000 Penalty: 4887.731445
	Iteration 15Q: 3 clusters Score -2272526 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2272934.500000 Penalty: 4887.731445
	Iteration 16Q: 3 clusters Score -2272934 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2273371.000000 Penalty: 4887.731445
	Iteration 17Q: 3 clusters Score -2273371 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2273768.750000 Penalty: 4887.731445
	Iteration 18Q: 3 clusters Score -2273769 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2274068.750000 Penalty: 4887.731445
	Iteration 19Q: 3 clusters Score -2274069 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2274311.750000 Penalty: 4887.731445
	Iteration 20F: 3 clusters Score -2274312 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2274429.250000 Penalty: 4887.731445
	Iteration 21Q: 3 clusters Score -2274429 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2274516.500000 Penalty: 4887.731445
	Iteration 22Q: 3 clusters Score -2274516 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2274575.750000 Penalty: 4887.731445
	Iteration 23Q: 3 clusters Score -2274576 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2274632.250000 Penalty: 4887.731445
	Iteration 24Q: 3 clusters Score -2274632 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2274663.750000 Penalty: 4887.731445
	Iteration 25Q: 3 clusters Score -2274664 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2274678.750000 Penalty: 4887.731445
	Iteration 26Q: 3 clusters Score -2274679 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2274681.000000 Penalty: 4887.731445
	Iteration 27Q: 3 clusters Score -2274681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2274684.500000 Penalty: 4887.731445
	Iteration 28Q: 3 clusters Score -2274684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2274700.250000 Penalty: 4887.731445
	Iteration 29Q: 3 clusters Score -2274700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2274707.500000 Penalty: 4887.731445
	Iteration 30Q: 3 clusters Score -2274708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2274712.000000 Penalty: 4887.731445
	Iteration 31Q: 3 clusters Score -2274712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2274719.000000 Penalty: 4887.731445
	Iteration 32Q: 3 clusters Score -2274719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2274722.750000 Penalty: 4887.731445
	Iteration 33Q: 3 clusters Score -2274723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2274720.000000 Penalty: 4887.731445
	Iteration 34Q: 3 clusters Score -2274720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2274723.750000 Penalty: 4887.731445
	Iteration 35Q: 3 clusters Score -2274724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2274722.000000 Penalty: 4887.731445
	Iteration 36Q: 3 clusters Score -2274722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2274728.250000 Penalty: 4887.731445
	Iteration 37Q: 3 clusters Score -2274728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2274728.750000 Penalty: 4887.731445
	Iteration 38Q: 3 clusters Score -2274729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2274730.500000 Penalty: 4887.731445
	Iteration 39Q: 3 clusters Score -2274730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2274731.000000 Penalty: 4887.731445
	Iteration 40F: 3 clusters Score -2274731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2274730.750000 Penalty: 4887.731445
	Iteration 41Q: 3 clusters Score -2274731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2274728.250000 Penalty: 4887.731445
	Iteration 42Q: 3 clusters Score -2274728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2274735.250000 Penalty: 4887.731445
	Iteration 43Q: 3 clusters Score -2274735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2274737.750000 Penalty: 4887.731445
	Iteration 44Q: 3 clusters Score -2274738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2274741.250000 Penalty: 4887.731445
	Iteration 45Q: 3 clusters Score -2274741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2274737.500000 Penalty: 4887.731445
	Iteration 46Q: 3 clusters Score -2274738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2274741.500000 Penalty: 4887.731445
	Iteration 47Q: 3 clusters Score -2274742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2274742.750000 Penalty: 4887.731445
	Iteration 48Q: 3 clusters Score -2274743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2274747.500000 Penalty: 4887.731445
	Iteration 49Q: 3 clusters Score -2274748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2274757.500000 Penalty: 4887.731445
	Iteration 50Q: 3 clusters Score -2274758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2274762.750000 Penalty: 4887.731445
	Iteration 51Q: 3 clusters Score -2274763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2274767.250000 Penalty: 4887.731445
	Iteration 52Q: 3 clusters Score -2274767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2274782.000000 Penalty: 4887.731445
	Iteration 53Q: 3 clusters Score -2274782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2274786.750000 Penalty: 4887.731445
	Iteration 54Q: 3 clusters Score -2274787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2274797.750000 Penalty: 4887.731445
	Iteration 55Q: 3 clusters Score -2274798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2274810.000000 Penalty: 4887.731445
	Iteration 56Q: 3 clusters Score -2274810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2274835.500000 Penalty: 4887.731445
	Iteration 57Q: 3 clusters Score -2274836 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2274855.500000 Penalty: 4887.731445
	Iteration 58Q: 3 clusters Score -2274856 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2274874.500000 Penalty: 4887.731445
	Iteration 59Q: 3 clusters Score -2274874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2274894.750000 Penalty: 4887.731445
	Iteration 60F: 3 clusters Score -2274895 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2274921.500000 Penalty: 4887.731445
	Iteration 61Q: 3 clusters Score -2274922 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2274944.250000 Penalty: 4887.731445
	Iteration 62Q: 3 clusters Score -2274944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2274958.250000 Penalty: 4887.731445
	Iteration 63Q: 3 clusters Score -2274958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2274985.500000 Penalty: 4887.731445
	Iteration 64Q: 3 clusters Score -2274986 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2275003.500000 Penalty: 4887.731445
	Iteration 65Q: 3 clusters Score -2275004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2275024.000000 Penalty: 4887.731445
	Iteration 66Q: 3 clusters Score -2275024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2275030.500000 Penalty: 4887.731445
	Iteration 67Q: 3 clusters Score -2275030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2275035.500000 Penalty: 4887.731445
	Iteration 68Q: 3 clusters Score -2275036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2275042.500000 Penalty: 4887.731445
	Iteration 69Q: 3 clusters Score -2275042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2275049.250000 Penalty: 4887.731445
	Iteration 70Q: 3 clusters Score -2275049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2275051.250000 Penalty: 4887.731445
	Iteration 71Q: 3 clusters Score -2275051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2275054.000000 Penalty: 4887.731445
	Iteration 72Q: 3 clusters Score -2275054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2275050.250000 Penalty: 4887.731445
	Iteration 73Q: 3 clusters Score -2275050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2275056.750000 Penalty: 4887.731445
	Iteration 74Q: 3 clusters Score -2275057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2275054.250000 Penalty: 4887.731445
	Iteration 75Q: 3 clusters Score -2275054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2275053.250000 Penalty: 4887.731445
	Iteration 76Q: 3 clusters Score -2275053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2275053.250000 Penalty: 4887.731445
	Iteration 77F: 3 clusters Score -2275053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -56940.867188 Penalty: 1572.846191
	Iteration 0F: 2 clusters Score -56940.87 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 298 members 
Entering Unmasked Estep 
Score: -55447.972656 Penalty: 3145.692383
	Iteration 0F: 3 clusters Score -55447.97 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -55709.898438 Penalty: 3145.692383
	Iteration 1F: 3 clusters Score -55709.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -55768.644531 Penalty: 3145.692383
	Iteration 2Q: 3 clusters Score -55768.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -55802.511719 Penalty: 3145.692383
	Iteration 3Q: 3 clusters Score -55802.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -55826.980469 Penalty: 3145.692383
	Iteration 4Q: 3 clusters Score -55826.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55846.492188 Penalty: 3145.692383
	Iteration 5Q: 3 clusters Score -55846.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -55859.203125 Penalty: 3145.692383
	Iteration 6Q: 3 clusters Score -55859.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -55868.441406 Penalty: 3145.692383
	Iteration 7Q: 3 clusters Score -55868.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -55877.488281 Penalty: 3145.692383
	Iteration 8Q: 3 clusters Score -55877.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -55877.488281 Penalty: 3145.692383
	Iteration 9F: 3 clusters Score -55877.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -685052.687500 Penalty: 2162.350342
	Iteration 0F: 2 clusters Score -685052.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -679865.937500 Penalty: 4324.700684
	Iteration 0F: 3 clusters Score -679865.9 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -681443.375000 Penalty: 4324.700684
	Iteration 1F: 3 clusters Score -681443.4 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -681848.000000 Penalty: 4324.700684
	Iteration 2F: 3 clusters Score -681848 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -682191.875000 Penalty: 4324.700684
	Iteration 3F: 3 clusters Score -682191.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -682517.625000 Penalty: 4324.700684
	Iteration 4F: 3 clusters Score -682517.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -682799.562500 Penalty: 4324.700684
	Iteration 5F: 3 clusters Score -682799.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -683065.937500 Penalty: 4324.700684
	Iteration 6F: 3 clusters Score -683065.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -683339.062500 Penalty: 4324.700684
	Iteration 7Q: 3 clusters Score -683339.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -683663.187500 Penalty: 4324.700684
	Iteration 8Q: 3 clusters Score -683663.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -683953.312500 Penalty: 4324.700684
	Iteration 9Q: 3 clusters Score -683953.3 nChanged 166
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: -684150.312500 Penalty: 4324.700684
	Iteration 10Q: 3 clusters Score -684150.3 nChanged 122
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: -684308.937500 Penalty: 4324.700684
	Iteration 11Q: 3 clusters Score -684308.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -684431.750000 Penalty: 4324.700684
	Iteration 12Q: 3 clusters Score -684431.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -684532.937500 Penalty: 4324.700684
	Iteration 13Q: 3 clusters Score -684532.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -684603.187500 Penalty: 4324.700684
	Iteration 14Q: 3 clusters Score -684603.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -684642.375000 Penalty: 4324.700684
	Iteration 15Q: 3 clusters Score -684642.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -684672.500000 Penalty: 4324.700684
	Iteration 16Q: 3 clusters Score -684672.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -684708.500000 Penalty: 4324.700684
	Iteration 17Q: 3 clusters Score -684708.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -684728.562500 Penalty: 4324.700684
	Iteration 18Q: 3 clusters Score -684728.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -684747.375000 Penalty: 4324.700684
	Iteration 19Q: 3 clusters Score -684747.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -684753.375000 Penalty: 4324.700684
	Iteration 20F: 3 clusters Score -684753.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -684765.562500 Penalty: 4324.700684
	Iteration 21Q: 3 clusters Score -684765.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -684772.375000 Penalty: 4324.700684
	Iteration 22Q: 3 clusters Score -684772.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -684774.250000 Penalty: 4324.700684
	Iteration 23Q: 3 clusters Score -684774.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -684779.437500 Penalty: 4324.700684
	Iteration 24Q: 3 clusters Score -684779.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -684787.187500 Penalty: 4324.700684
	Iteration 25Q: 3 clusters Score -684787.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -684788.625000 Penalty: 4324.700684
	Iteration 26Q: 3 clusters Score -684788.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -684791.250000 Penalty: 4324.700684
	Iteration 27Q: 3 clusters Score -684791.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -684791.062500 Penalty: 4324.700684
	Iteration 28Q: 3 clusters Score -684791.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -684791.062500 Penalty: 4324.700684
	Iteration 29Q: 3 clusters Score -684791.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -684791.062500 Penalty: 4324.700684
	Iteration 30F: 3 clusters Score -684791.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Entering Unmasked Estep 
Score: -2221114.250000 Penalty: 2433.342773
	Iteration 0F: 2 clusters Score -2221114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2208103.250000 Penalty: 4866.685547
	Iteration 0F: 3 clusters Score -2208103 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2212430.750000 Penalty: 4866.685547
	Iteration 1F: 3 clusters Score -2212431 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2213121.500000 Penalty: 4866.685547
	Iteration 2F: 3 clusters Score -2213122 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2213984.500000 Penalty: 4866.685547
	Iteration 3F: 3 clusters Score -2213984 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2214880.750000 Penalty: 4866.685547
	Iteration 4F: 3 clusters Score -2214881 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2215858.000000 Penalty: 4866.685547
	Iteration 5F: 3 clusters Score -2215858 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2216868.750000 Penalty: 4866.685547
	Iteration 6F: 3 clusters Score -2216869 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2217837.750000 Penalty: 4866.685547
	Iteration 7F: 3 clusters Score -2217838 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -2218648.250000 Penalty: 4866.685547
	Iteration 8F: 3 clusters Score -2218648 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2219164.750000 Penalty: 4866.685547
	Iteration 9Q: 3 clusters Score -2219165 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2219487.250000 Penalty: 4866.685547
	Iteration 10Q: 3 clusters Score -2219487 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2219693.000000 Penalty: 4866.685547
	Iteration 11Q: 3 clusters Score -2219693 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2219850.750000 Penalty: 4866.685547
	Iteration 12Q: 3 clusters Score -2219851 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2219999.500000 Penalty: 4866.685547
	Iteration 13Q: 3 clusters Score -2220000 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2220136.000000 Penalty: 4866.685547
	Iteration 14Q: 3 clusters Score -2220136 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2220235.750000 Penalty: 4866.685547
	Iteration 15Q: 3 clusters Score -2220236 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2220333.750000 Penalty: 4866.685547
	Iteration 16Q: 3 clusters Score -2220334 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2220434.250000 Penalty: 4866.685547
	Iteration 17Q: 3 clusters Score -2220434 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2220530.750000 Penalty: 4866.685547
	Iteration 18Q: 3 clusters Score -2220531 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2220610.750000 Penalty: 4866.685547
	Iteration 19Q: 3 clusters Score -2220611 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2220693.250000 Penalty: 4866.685547
	Iteration 20F: 3 clusters Score -2220693 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2220765.250000 Penalty: 4866.685547
	Iteration 21Q: 3 clusters Score -2220765 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2220819.500000 Penalty: 4866.685547
	Iteration 22Q: 3 clusters Score -2220820 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2220881.000000 Penalty: 4866.685547
	Iteration 23Q: 3 clusters Score -2220881 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2220915.750000 Penalty: 4866.685547
	Iteration 24Q: 3 clusters Score -2220916 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2220934.750000 Penalty: 4866.685547
	Iteration 25Q: 3 clusters Score -2220935 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2220964.750000 Penalty: 4866.685547
	Iteration 26Q: 3 clusters Score -2220965 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2220984.000000 Penalty: 4866.685547
	Iteration 27Q: 3 clusters Score -2220984 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2221002.250000 Penalty: 4866.685547
	Iteration 28Q: 3 clusters Score -2221002 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2221018.500000 Penalty: 4866.685547
	Iteration 29Q: 3 clusters Score -2221018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2221023.250000 Penalty: 4866.685547
	Iteration 30Q: 3 clusters Score -2221023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2221035.000000 Penalty: 4866.685547
	Iteration 31Q: 3 clusters Score -2221035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2221034.750000 Penalty: 4866.685547
	Iteration 32Q: 3 clusters Score -2221035 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2221042.750000 Penalty: 4866.685547
	Iteration 33Q: 3 clusters Score -2221043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2221043.250000 Penalty: 4866.685547
	Iteration 34Q: 3 clusters Score -2221043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2221048.250000 Penalty: 4866.685547
	Iteration 35Q: 3 clusters Score -2221048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2221050.500000 Penalty: 4866.685547
	Iteration 36Q: 3 clusters Score -2221050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2221055.000000 Penalty: 4866.685547
	Iteration 37Q: 3 clusters Score -2221055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2221056.500000 Penalty: 4866.685547
	Iteration 38Q: 3 clusters Score -2221056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2221060.250000 Penalty: 4866.685547
	Iteration 39Q: 3 clusters Score -2221060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2221067.500000 Penalty: 4866.685547
	Iteration 40F: 3 clusters Score -2221068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2221075.750000 Penalty: 4866.685547
	Iteration 41Q: 3 clusters Score -2221076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -2221084.250000 Penalty: 4866.685547
	Iteration 42Q: 3 clusters Score -2221084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2221078.500000 Penalty: 4866.685547
	Iteration 43Q: 3 clusters Score -2221078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2221083.500000 Penalty: 4866.685547
	Iteration 44Q: 3 clusters Score -2221084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2221084.750000 Penalty: 4866.685547
	Iteration 45Q: 3 clusters Score -2221085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2221084.750000 Penalty: 4866.685547
	Iteration 46Q: 3 clusters Score -2221085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2221084.000000 Penalty: 4866.685547
	Iteration 47Q: 3 clusters Score -2221084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2221084.000000 Penalty: 4866.685547
	Iteration 48F: 3 clusters Score -2221084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (223691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223691 members 
Entering Unmasked Estep 
Score: -26641988.000000 Penalty: 3054.869141
	Iteration 0F: 2 clusters Score -2.664199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112012 members 
Mstep: Class 2 contains 111679 members 
Entering Unmasked Estep 
Score: -26504050.000000 Penalty: 6109.738281
	Iteration 0F: 3 clusters Score -2.650405e+07 nChanged 108045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115949 members 
Mstep: Class 2 contains 107742 members 
Entering Unmasked Estep 
Score: -26567726.000000 Penalty: 6109.738281
	Iteration 1F: 3 clusters Score -2.656773e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117805 members 
Mstep: Class 2 contains 105886 members 
Entering Unmasked Estep 
Score: -26568926.000000 Penalty: 6109.738281
	Iteration 2Q: 3 clusters Score -2.656893e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120575 members 
Mstep: Class 2 contains 103116 members 
Entering Unmasked Estep 
Score: -26570092.000000 Penalty: 6109.738281
	Iteration 3Q: 3 clusters Score -2.657009e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124428 members 
Mstep: Class 2 contains 99263 members 
Entering Unmasked Estep 
Score: -26571654.000000 Penalty: 6109.738281
	Iteration 4Q: 3 clusters Score -2.657165e+07 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129708 members 
Mstep: Class 2 contains 93983 members 
Entering Unmasked Estep 
Score: -26574912.000000 Penalty: 6109.738281
	Iteration 5Q: 3 clusters Score -2.657491e+07 nChanged 11921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136829 members 
Mstep: Class 2 contains 86862 members 
Entering Unmasked Estep 
Score: -26580654.000000 Penalty: 6109.738281
	Iteration 6F: 3 clusters Score -2.658065e+07 nChanged 14311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145354 members 
Mstep: Class 2 contains 78337 members 
Entering Unmasked Estep 
Score: -26590010.000000 Penalty: 6109.738281
	Iteration 7F: 3 clusters Score -2.659001e+07 nChanged 15557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153435 members 
Mstep: Class 2 contains 70256 members 
Entering Unmasked Estep 
Score: -26601810.000000 Penalty: 6109.738281
	Iteration 8F: 3 clusters Score -2.660181e+07 nChanged 14753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158162 members 
Mstep: Class 2 contains 65529 members 
Entering Unmasked Estep 
Score: -26612386.000000 Penalty: 6109.738281
	Iteration 9F: 3 clusters Score -2.661239e+07 nChanged 11423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159481 members 
Mstep: Class 2 contains 64210 members 
Entering Unmasked Estep 
Score: -26617484.000000 Penalty: 6109.738281
	Iteration 10F: 3 clusters Score -2.661748e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159545 members 
Mstep: Class 2 contains 64146 members 
Entering Unmasked Estep 
Score: -26618922.000000 Penalty: 6109.738281
	Iteration 11Q: 3 clusters Score -2.661892e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159223 members 
Mstep: Class 2 contains 64468 members 
Entering Unmasked Estep 
Score: -26619434.000000 Penalty: 6109.738281
	Iteration 12Q: 3 clusters Score -2.661943e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158761 members 
Mstep: Class 2 contains 64930 members 
Entering Unmasked Estep 
Score: -26619904.000000 Penalty: 6109.738281
	Iteration 13Q: 3 clusters Score -2.66199e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158202 members 
Mstep: Class 2 contains 65489 members 
Entering Unmasked Estep 
Score: -26620204.000000 Penalty: 6109.738281
	Iteration 14Q: 3 clusters Score -2.66202e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157483 members 
Mstep: Class 2 contains 66208 members 
Entering Unmasked Estep 
Score: -26620712.000000 Penalty: 6109.738281
	Iteration 15Q: 3 clusters Score -2.662071e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156667 members 
Mstep: Class 2 contains 67024 members 
Entering Unmasked Estep 
Score: -26621188.000000 Penalty: 6109.738281
	Iteration 16Q: 3 clusters Score -2.662119e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155812 members 
Mstep: Class 2 contains 67879 members 
Entering Unmasked Estep 
Score: -26621572.000000 Penalty: 6109.738281
	Iteration 17Q: 3 clusters Score -2.662157e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154871 members 
Mstep: Class 2 contains 68820 members 
Entering Unmasked Estep 
Score: -26622208.000000 Penalty: 6109.738281
	Iteration 18Q: 3 clusters Score -2.662221e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153848 members 
Mstep: Class 2 contains 69843 members 
Entering Unmasked Estep 
Score: -26622808.000000 Penalty: 6109.738281
	Iteration 19Q: 3 clusters Score -2.662281e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152675 members 
Mstep: Class 2 contains 71016 members 
Entering Unmasked Estep 
Score: -26623190.000000 Penalty: 6109.738281
	Iteration 20F: 3 clusters Score -2.662319e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151406 members 
Mstep: Class 2 contains 72285 members 
Entering Unmasked Estep 
Score: -26623474.000000 Penalty: 6109.738281
	Iteration 21Q: 3 clusters Score -2.662347e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150128 members 
Mstep: Class 2 contains 73563 members 
Entering Unmasked Estep 
Score: -26623824.000000 Penalty: 6109.738281
	Iteration 22Q: 3 clusters Score -2.662382e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148828 members 
Mstep: Class 2 contains 74863 members 
Entering Unmasked Estep 
Score: -26624312.000000 Penalty: 6109.738281
	Iteration 23Q: 3 clusters Score -2.662431e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147415 members 
Mstep: Class 2 contains 76276 members 
Entering Unmasked Estep 
Score: -26624762.000000 Penalty: 6109.738281
	Iteration 24Q: 3 clusters Score -2.662476e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145958 members 
Mstep: Class 2 contains 77733 members 
Entering Unmasked Estep 
Score: -26624992.000000 Penalty: 6109.738281
	Iteration 25Q: 3 clusters Score -2.662499e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144518 members 
Mstep: Class 2 contains 79173 members 
Entering Unmasked Estep 
Score: -26625102.000000 Penalty: 6109.738281
	Iteration 26Q: 3 clusters Score -2.66251e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142929 members 
Mstep: Class 2 contains 80762 members 
Entering Unmasked Estep 
Score: -26625364.000000 Penalty: 6109.738281
	Iteration 27Q: 3 clusters Score -2.662536e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141282 members 
Mstep: Class 2 contains 82409 members 
Entering Unmasked Estep 
Score: -26625614.000000 Penalty: 6109.738281
	Iteration 28Q: 3 clusters Score -2.662561e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139640 members 
Mstep: Class 2 contains 84051 members 
Entering Unmasked Estep 
Score: -26625956.000000 Penalty: 6109.738281
	Iteration 29Q: 3 clusters Score -2.662596e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138112 members 
Mstep: Class 2 contains 85579 members 
Entering Unmasked Estep 
Score: -26626362.000000 Penalty: 6109.738281
	Iteration 30Q: 3 clusters Score -2.662636e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136598 members 
Mstep: Class 2 contains 87093 members 
Entering Unmasked Estep 
Score: -26626522.000000 Penalty: 6109.738281
	Iteration 31Q: 3 clusters Score -2.662652e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135058 members 
Mstep: Class 2 contains 88633 members 
Entering Unmasked Estep 
Score: -26626600.000000 Penalty: 6109.738281
	Iteration 32Q: 3 clusters Score -2.66266e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133541 members 
Mstep: Class 2 contains 90150 members 
Entering Unmasked Estep 
Score: -26626684.000000 Penalty: 6109.738281
	Iteration 33Q: 3 clusters Score -2.662668e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132032 members 
Mstep: Class 2 contains 91659 members 
Entering Unmasked Estep 
Score: -26626856.000000 Penalty: 6109.738281
	Iteration 34Q: 3 clusters Score -2.662686e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130550 members 
Mstep: Class 2 contains 93141 members 
Entering Unmasked Estep 
Score: -26626816.000000 Penalty: 6109.738281
	Iteration 35Q: 3 clusters Score -2.662682e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129023 members 
Mstep: Class 2 contains 94668 members 
Entering Unmasked Estep 
Score: -26626952.000000 Penalty: 6109.738281
	Iteration 36Q: 3 clusters Score -2.662695e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127475 members 
Mstep: Class 2 contains 96216 members 
Entering Unmasked Estep 
Score: -26626986.000000 Penalty: 6109.738281
	Iteration 37Q: 3 clusters Score -2.662699e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125754 members 
Mstep: Class 2 contains 97937 members 
Entering Unmasked Estep 
Score: -26627108.000000 Penalty: 6109.738281
	Iteration 38Q: 3 clusters Score -2.662711e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123980 members 
Mstep: Class 2 contains 99711 members 
Entering Unmasked Estep 
Score: -26627184.000000 Penalty: 6109.738281
	Iteration 39Q: 3 clusters Score -2.662718e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122150 members 
Mstep: Class 2 contains 101541 members 
Entering Unmasked Estep 
Score: -26627220.000000 Penalty: 6109.738281
	Iteration 40F: 3 clusters Score -2.662722e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120253 members 
Mstep: Class 2 contains 103438 members 
Entering Unmasked Estep 
Score: -26627238.000000 Penalty: 6109.738281
	Iteration 41Q: 3 clusters Score -2.662724e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118331 members 
Mstep: Class 2 contains 105360 members 
Entering Unmasked Estep 
Score: -26627154.000000 Penalty: 6109.738281
	Iteration 42Q: 3 clusters Score -2.662715e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116400 members 
Mstep: Class 2 contains 107291 members 
Entering Unmasked Estep 
Score: -26627026.000000 Penalty: 6109.738281
	Iteration 43Q: 3 clusters Score -2.662703e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114520 members 
Mstep: Class 2 contains 109171 members 
Entering Unmasked Estep 
Score: -26627022.000000 Penalty: 6109.738281
	Iteration 44Q: 3 clusters Score -2.662702e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112643 members 
Mstep: Class 2 contains 111048 members 
Entering Unmasked Estep 
Score: -26626886.000000 Penalty: 6109.738281
	Iteration 45Q: 3 clusters Score -2.662689e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110836 members 
Mstep: Class 2 contains 112855 members 
Entering Unmasked Estep 
Score: -26626706.000000 Penalty: 6109.738281
	Iteration 46Q: 3 clusters Score -2.662671e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109012 members 
Mstep: Class 2 contains 114679 members 
Entering Unmasked Estep 
Score: -26626662.000000 Penalty: 6109.738281
	Iteration 47Q: 3 clusters Score -2.662666e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107217 members 
Mstep: Class 2 contains 116474 members 
Entering Unmasked Estep 
Score: -26626672.000000 Penalty: 6109.738281
	Iteration 48Q: 3 clusters Score -2.662667e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105474 members 
Mstep: Class 2 contains 118217 members 
Entering Unmasked Estep 
Score: -26626370.000000 Penalty: 6109.738281
	Iteration 49Q: 3 clusters Score -2.662637e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103754 members 
Mstep: Class 2 contains 119937 members 
Entering Unmasked Estep 
Score: -26626318.000000 Penalty: 6109.738281
	Iteration 50Q: 3 clusters Score -2.662632e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102107 members 
Mstep: Class 2 contains 121584 members 
Entering Unmasked Estep 
Score: -26626178.000000 Penalty: 6109.738281
	Iteration 51Q: 3 clusters Score -2.662618e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100507 members 
Mstep: Class 2 contains 123184 members 
Entering Unmasked Estep 
Score: -26626078.000000 Penalty: 6109.738281
	Iteration 52Q: 3 clusters Score -2.662608e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98938 members 
Mstep: Class 2 contains 124753 members 
Entering Unmasked Estep 
Score: -26625738.000000 Penalty: 6109.738281
	Iteration 53Q: 3 clusters Score -2.662574e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97360 members 
Mstep: Class 2 contains 126331 members 
Entering Unmasked Estep 
Score: -26625560.000000 Penalty: 6109.738281
	Iteration 54Q: 3 clusters Score -2.662556e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95861 members 
Mstep: Class 2 contains 127830 members 
Entering Unmasked Estep 
Score: -26625350.000000 Penalty: 6109.738281
	Iteration 55Q: 3 clusters Score -2.662535e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94371 members 
Mstep: Class 2 contains 129320 members 
Entering Unmasked Estep 
Score: -26625256.000000 Penalty: 6109.738281
	Iteration 56Q: 3 clusters Score -2.662526e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92909 members 
Mstep: Class 2 contains 130782 members 
Entering Unmasked Estep 
Score: -26625118.000000 Penalty: 6109.738281
	Iteration 57Q: 3 clusters Score -2.662512e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91387 members 
Mstep: Class 2 contains 132304 members 
Entering Unmasked Estep 
Score: -26625030.000000 Penalty: 6109.738281
	Iteration 58Q: 3 clusters Score -2.662503e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89876 members 
Mstep: Class 2 contains 133815 members 
Entering Unmasked Estep 
Score: -26624736.000000 Penalty: 6109.738281
	Iteration 59Q: 3 clusters Score -2.662474e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88282 members 
Mstep: Class 2 contains 135409 members 
Entering Unmasked Estep 
Score: -26624554.000000 Penalty: 6109.738281
	Iteration 60F: 3 clusters Score -2.662455e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86705 members 
Mstep: Class 2 contains 136986 members 
Entering Unmasked Estep 
Score: -26624250.000000 Penalty: 6109.738281
	Iteration 61Q: 3 clusters Score -2.662425e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85058 members 
Mstep: Class 2 contains 138633 members 
Entering Unmasked Estep 
Score: -26624038.000000 Penalty: 6109.738281
	Iteration 62Q: 3 clusters Score -2.662404e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83424 members 
Mstep: Class 2 contains 140267 members 
Entering Unmasked Estep 
Score: -26623870.000000 Penalty: 6109.738281
	Iteration 63Q: 3 clusters Score -2.662387e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81777 members 
Mstep: Class 2 contains 141914 members 
Entering Unmasked Estep 
Score: -26623794.000000 Penalty: 6109.738281
	Iteration 64Q: 3 clusters Score -2.662379e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80020 members 
Mstep: Class 2 contains 143671 members 
Entering Unmasked Estep 
Score: -26623774.000000 Penalty: 6109.738281
	Iteration 65Q: 3 clusters Score -2.662377e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78170 members 
Mstep: Class 2 contains 145521 members 
Entering Unmasked Estep 
Score: -26623692.000000 Penalty: 6109.738281
	Iteration 66Q: 3 clusters Score -2.662369e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76428 members 
Mstep: Class 2 contains 147263 members 
Entering Unmasked Estep 
Score: -26623528.000000 Penalty: 6109.738281
	Iteration 67Q: 3 clusters Score -2.662353e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74741 members 
Mstep: Class 2 contains 148950 members 
Entering Unmasked Estep 
Score: -26623402.000000 Penalty: 6109.738281
	Iteration 68Q: 3 clusters Score -2.66234e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72904 members 
Mstep: Class 2 contains 150787 members 
Entering Unmasked Estep 
Score: -26623148.000000 Penalty: 6109.738281
	Iteration 69Q: 3 clusters Score -2.662315e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70992 members 
Mstep: Class 2 contains 152699 members 
Entering Unmasked Estep 
Score: -26623190.000000 Penalty: 6109.738281
	Iteration 70Q: 3 clusters Score -2.662319e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69040 members 
Mstep: Class 2 contains 154651 members 
Entering Unmasked Estep 
Score: -26623330.000000 Penalty: 6109.738281
	Iteration 71Q: 3 clusters Score -2.662333e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67122 members 
Mstep: Class 2 contains 156569 members 
Entering Unmasked Estep 
Score: -26623278.000000 Penalty: 6109.738281
	Iteration 72Q: 3 clusters Score -2.662328e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65206 members 
Mstep: Class 2 contains 158485 members 
Entering Unmasked Estep 
Score: -26623364.000000 Penalty: 6109.738281
	Iteration 73Q: 3 clusters Score -2.662336e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63269 members 
Mstep: Class 2 contains 160422 members 
Entering Unmasked Estep 
Score: -26623282.000000 Penalty: 6109.738281
	Iteration 74Q: 3 clusters Score -2.662328e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 162369 members 
Entering Unmasked Estep 
Score: -26623372.000000 Penalty: 6109.738281
	Iteration 75Q: 3 clusters Score -2.662337e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59390 members 
Mstep: Class 2 contains 164301 members 
Entering Unmasked Estep 
Score: -26623330.000000 Penalty: 6109.738281
	Iteration 76Q: 3 clusters Score -2.662333e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 166161 members 
Entering Unmasked Estep 
Score: -26623468.000000 Penalty: 6109.738281
	Iteration 77Q: 3 clusters Score -2.662347e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 168002 members 
Entering Unmasked Estep 
Score: -26623558.000000 Penalty: 6109.738281
	Iteration 78Q: 3 clusters Score -2.662356e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 169924 members 
Entering Unmasked Estep 
Score: -26623630.000000 Penalty: 6109.738281
	Iteration 79Q: 3 clusters Score -2.662363e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 171847 members 
Entering Unmasked Estep 
Score: -26623802.000000 Penalty: 6109.738281
	Iteration 80F: 3 clusters Score -2.66238e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 173807 members 
Entering Unmasked Estep 
Score: -26623898.000000 Penalty: 6109.738281
	Iteration 81Q: 3 clusters Score -2.66239e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 175862 members 
Entering Unmasked Estep 
Score: -26624338.000000 Penalty: 6109.738281
	Iteration 82Q: 3 clusters Score -2.662434e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 178015 members 
Entering Unmasked Estep 
Score: -26624890.000000 Penalty: 6109.738281
	Iteration 83Q: 3 clusters Score -2.662489e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 180197 members 
Entering Unmasked Estep 
Score: -26625304.000000 Penalty: 6109.738281
	Iteration 84Q: 3 clusters Score -2.66253e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 182366 members 
Entering Unmasked Estep 
Score: -26625652.000000 Penalty: 6109.738281
	Iteration 85Q: 3 clusters Score -2.662565e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 184538 members 
Entering Unmasked Estep 
Score: -26626026.000000 Penalty: 6109.738281
	Iteration 86Q: 3 clusters Score -2.662603e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 186768 members 
Entering Unmasked Estep 
Score: -26626564.000000 Penalty: 6109.738281
	Iteration 87Q: 3 clusters Score -2.662656e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 189008 members 
Entering Unmasked Estep 
Score: -26627218.000000 Penalty: 6109.738281
	Iteration 88Q: 3 clusters Score -2.662722e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 191242 members 
Entering Unmasked Estep 
Score: -26628910.000000 Penalty: 6109.738281
	Iteration 89Q: 3 clusters Score -2.662891e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 193654 members 
Entering Unmasked Estep 
Score: -26630472.000000 Penalty: 6109.738281
	Iteration 90Q: 3 clusters Score -2.663047e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 196109 members 
Entering Unmasked Estep 
Score: -26632254.000000 Penalty: 6109.738281
	Iteration 91Q: 3 clusters Score -2.663225e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 198627 members 
Entering Unmasked Estep 
Score: -26633968.000000 Penalty: 6109.738281
	Iteration 92Q: 3 clusters Score -2.663397e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 201280 members 
Entering Unmasked Estep 
Score: -26635436.000000 Penalty: 6109.738281
	Iteration 93Q: 3 clusters Score -2.663544e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 203959 members 
Entering Unmasked Estep 
Score: -26636830.000000 Penalty: 6109.738281
	Iteration 94Q: 3 clusters Score -2.663683e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 206573 members 
Entering Unmasked Estep 
Score: -26638072.000000 Penalty: 6109.738281
	Iteration 95Q: 3 clusters Score -2.663807e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 209039 members 
Entering Unmasked Estep 
Score: -26639148.000000 Penalty: 6109.738281
	Iteration 96Q: 3 clusters Score -2.663915e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 211379 members 
Entering Unmasked Estep 
Score: -26639750.000000 Penalty: 6109.738281
	Iteration 97Q: 3 clusters Score -2.663975e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 213519 members 
Entering Unmasked Estep 
Score: -26640132.000000 Penalty: 6109.738281
	Iteration 98Q: 3 clusters Score -2.664013e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 215378 members 
Entering Unmasked Estep 
Score: -26640238.000000 Penalty: 6109.738281
	Iteration 99Q: 3 clusters Score -2.664024e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 216922 members 
Entering Unmasked Estep 
Score: -26640394.000000 Penalty: 6109.738281
	Iteration 100F: 3 clusters Score -2.664039e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 218237 members 
Entering Unmasked Estep 
Score: -26640556.000000 Penalty: 6109.738281
	Iteration 101Q: 3 clusters Score -2.664056e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 219343 members 
Entering Unmasked Estep 
Score: -26640488.000000 Penalty: 6109.738281
	Iteration 102Q: 3 clusters Score -2.664049e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 220251 members 
Entering Unmasked Estep 
Score: -26640464.000000 Penalty: 6109.738281
	Iteration 103Q: 3 clusters Score -2.664046e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 220949 members 
Entering Unmasked Estep 
Score: -26640236.000000 Penalty: 6109.738281
	Iteration 104Q: 3 clusters Score -2.664024e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 221469 members 
Entering Unmasked Estep 
Score: -26640184.000000 Penalty: 6109.738281
	Iteration 105Q: 3 clusters Score -2.664018e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 221867 members 
Entering Unmasked Estep 
Score: -26640096.000000 Penalty: 6109.738281
	Iteration 106Q: 3 clusters Score -2.66401e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 222136 members 
Entering Unmasked Estep 
Score: -26640018.000000 Penalty: 6109.738281
	Iteration 107Q: 3 clusters Score -2.664002e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 222345 members 
Entering Unmasked Estep 
Score: -26639992.000000 Penalty: 6109.738281
	Iteration 108Q: 3 clusters Score -2.663999e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 222497 members 
Entering Unmasked Estep 
Score: -26639978.000000 Penalty: 6109.738281
	Iteration 109Q: 3 clusters Score -2.663998e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 222614 members 
Entering Unmasked Estep 
Score: -26639900.000000 Penalty: 6109.738281
	Iteration 110Q: 3 clusters Score -2.66399e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 222683 members 
Entering Unmasked Estep 
Score: -26639870.000000 Penalty: 6109.738281
	Iteration 111Q: 3 clusters Score -2.663987e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 222729 members 
Entering Unmasked Estep 
Score: -26639850.000000 Penalty: 6109.738281
	Iteration 112Q: 3 clusters Score -2.663985e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 222766 members 
Entering Unmasked Estep 
Score: -26639858.000000 Penalty: 6109.738281
	Iteration 113Q: 3 clusters Score -2.663986e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 222805 members 
Entering Unmasked Estep 
Score: -26639872.000000 Penalty: 6109.738281
	Iteration 114Q: 3 clusters Score -2.663987e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 222834 members 
Entering Unmasked Estep 
Score: -26639854.000000 Penalty: 6109.738281
	Iteration 115Q: 3 clusters Score -2.663985e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 222855 members 
Entering Unmasked Estep 
Score: -26639862.000000 Penalty: 6109.738281
	Iteration 116Q: 3 clusters Score -2.663986e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 222875 members 
Entering Unmasked Estep 
Score: -26639894.000000 Penalty: 6109.738281
	Iteration 117Q: 3 clusters Score -2.663989e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 222893 members 
Entering Unmasked Estep 
Score: -26639880.000000 Penalty: 6109.738281
	Iteration 118Q: 3 clusters Score -2.663988e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 222903 members 
Entering Unmasked Estep 
Score: -26639912.000000 Penalty: 6109.738281
	Iteration 119Q: 3 clusters Score -2.663991e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 222913 members 
Entering Unmasked Estep 
Score: -26639906.000000 Penalty: 6109.738281
	Iteration 120F: 3 clusters Score -2.663991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 222923 members 
Entering Unmasked Estep 
Score: -26639892.000000 Penalty: 6109.738281
	Iteration 121Q: 3 clusters Score -2.663989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 222931 members 
Entering Unmasked Estep 
Score: -26639862.000000 Penalty: 6109.738281
	Iteration 122Q: 3 clusters Score -2.663986e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 222943 members 
Entering Unmasked Estep 
Score: -26639876.000000 Penalty: 6109.738281
	Iteration 123Q: 3 clusters Score -2.663988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 222944 members 
Entering Unmasked Estep 
Score: -26639878.000000 Penalty: 6109.738281
	Iteration 124Q: 3 clusters Score -2.663988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 222947 members 
Entering Unmasked Estep 
Score: -26639878.000000 Penalty: 6109.738281
	Iteration 125Q: 3 clusters Score -2.663988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 222950 members 
Entering Unmasked Estep 
Score: -26639892.000000 Penalty: 6109.738281
	Iteration 126Q: 3 clusters Score -2.663989e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 222950 members 
Entering Unmasked Estep 
Score: -26639892.000000 Penalty: 6109.738281
	Iteration 127F: 3 clusters Score -2.663989e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Entering Unmasked Estep 
Score: -2199222.500000 Penalty: 2431.897949
	Iteration 0F: 2 clusters Score -2199222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2186331.500000 Penalty: 4863.795898
	Iteration 0F: 3 clusters Score -2186332 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2190500.250000 Penalty: 4863.795898
	Iteration 1F: 3 clusters Score -2190500 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2190860.250000 Penalty: 4863.795898
	Iteration 2F: 3 clusters Score -2190860 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2191116.750000 Penalty: 4863.795898
	Iteration 3Q: 3 clusters Score -2191117 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2191363.500000 Penalty: 4863.795898
	Iteration 4Q: 3 clusters Score -2191364 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2191597.500000 Penalty: 4863.795898
	Iteration 5Q: 3 clusters Score -2191598 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2191836.750000 Penalty: 4863.795898
	Iteration 6Q: 3 clusters Score -2191837 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2192165.500000 Penalty: 4863.795898
	Iteration 7Q: 3 clusters Score -2192166 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2192539.750000 Penalty: 4863.795898
	Iteration 8Q: 3 clusters Score -2192540 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2193010.000000 Penalty: 4863.795898
	Iteration 9Q: 3 clusters Score -2193010 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2193649.250000 Penalty: 4863.795898
	Iteration 10F: 3 clusters Score -2193649 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2194412.500000 Penalty: 4863.795898
	Iteration 11F: 3 clusters Score -2194412 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2195179.000000 Penalty: 4863.795898
	Iteration 12F: 3 clusters Score -2195179 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2195770.250000 Penalty: 4863.795898
	Iteration 13Q: 3 clusters Score -2195770 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2196094.000000 Penalty: 4863.795898
	Iteration 14Q: 3 clusters Score -2196094 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2196284.500000 Penalty: 4863.795898
	Iteration 15Q: 3 clusters Score -2196284 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2196397.000000 Penalty: 4863.795898
	Iteration 16Q: 3 clusters Score -2196397 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2196463.250000 Penalty: 4863.795898
	Iteration 17Q: 3 clusters Score -2196463 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2196510.250000 Penalty: 4863.795898
	Iteration 18Q: 3 clusters Score -2196510 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2196533.500000 Penalty: 4863.795898
	Iteration 19Q: 3 clusters Score -2196534 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2196574.750000 Penalty: 4863.795898
	Iteration 20F: 3 clusters Score -2196575 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2196610.000000 Penalty: 4863.795898
	Iteration 21Q: 3 clusters Score -2196610 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2196630.500000 Penalty: 4863.795898
	Iteration 22Q: 3 clusters Score -2196630 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2196660.750000 Penalty: 4863.795898
	Iteration 23Q: 3 clusters Score -2196661 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2196679.750000 Penalty: 4863.795898
	Iteration 24Q: 3 clusters Score -2196680 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2196690.000000 Penalty: 4863.795898
	Iteration 25Q: 3 clusters Score -2196690 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2196710.250000 Penalty: 4863.795898
	Iteration 26Q: 3 clusters Score -2196710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2196714.750000 Penalty: 4863.795898
	Iteration 27Q: 3 clusters Score -2196715 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2196731.750000 Penalty: 4863.795898
	Iteration 28Q: 3 clusters Score -2196732 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2196747.000000 Penalty: 4863.795898
	Iteration 29Q: 3 clusters Score -2196747 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2196750.000000 Penalty: 4863.795898
	Iteration 30Q: 3 clusters Score -2196750 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2196767.750000 Penalty: 4863.795898
	Iteration 31Q: 3 clusters Score -2196768 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2196783.000000 Penalty: 4863.795898
	Iteration 32Q: 3 clusters Score -2196783 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2196791.250000 Penalty: 4863.795898
	Iteration 33Q: 3 clusters Score -2196791 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2196808.000000 Penalty: 4863.795898
	Iteration 34Q: 3 clusters Score -2196808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2196823.000000 Penalty: 4863.795898
	Iteration 35Q: 3 clusters Score -2196823 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2196840.500000 Penalty: 4863.795898
	Iteration 36Q: 3 clusters Score -2196840 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2196847.000000 Penalty: 4863.795898
	Iteration 37Q: 3 clusters Score -2196847 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2196860.000000 Penalty: 4863.795898
	Iteration 38Q: 3 clusters Score -2196860 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2196868.750000 Penalty: 4863.795898
	Iteration 39Q: 3 clusters Score -2196869 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2196879.500000 Penalty: 4863.795898
	Iteration 40F: 3 clusters Score -2196880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2196888.500000 Penalty: 4863.795898
	Iteration 41Q: 3 clusters Score -2196888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2196896.750000 Penalty: 4863.795898
	Iteration 42Q: 3 clusters Score -2196897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2196896.750000 Penalty: 4863.795898
	Iteration 43Q: 3 clusters Score -2196897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2196893.250000 Penalty: 4863.795898
	Iteration 44Q: 3 clusters Score -2196893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2196896.250000 Penalty: 4863.795898
	Iteration 45Q: 3 clusters Score -2196896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2196903.500000 Penalty: 4863.795898
	Iteration 46Q: 3 clusters Score -2196904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2196904.750000 Penalty: 4863.795898
	Iteration 47Q: 3 clusters Score -2196905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2196913.250000 Penalty: 4863.795898
	Iteration 48Q: 3 clusters Score -2196913 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2196919.000000 Penalty: 4863.795898
	Iteration 49Q: 3 clusters Score -2196919 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2196923.250000 Penalty: 4863.795898
	Iteration 50Q: 3 clusters Score -2196923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2196924.250000 Penalty: 4863.795898
	Iteration 51Q: 3 clusters Score -2196924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2196931.750000 Penalty: 4863.795898
	Iteration 52Q: 3 clusters Score -2196932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2196935.250000 Penalty: 4863.795898
	Iteration 53Q: 3 clusters Score -2196935 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2196944.500000 Penalty: 4863.795898
	Iteration 54Q: 3 clusters Score -2196944 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2196961.500000 Penalty: 4863.795898
	Iteration 55Q: 3 clusters Score -2196962 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2196976.750000 Penalty: 4863.795898
	Iteration 56Q: 3 clusters Score -2196977 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2196985.750000 Penalty: 4863.795898
	Iteration 57Q: 3 clusters Score -2196986 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2196998.000000 Penalty: 4863.795898
	Iteration 58Q: 3 clusters Score -2196998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2197007.250000 Penalty: 4863.795898
	Iteration 59Q: 3 clusters Score -2197007 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2197014.750000 Penalty: 4863.795898
	Iteration 60F: 3 clusters Score -2197015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2197021.000000 Penalty: 4863.795898
	Iteration 61Q: 3 clusters Score -2197021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2197031.250000 Penalty: 4863.795898
	Iteration 62Q: 3 clusters Score -2197031 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2197034.250000 Penalty: 4863.795898
	Iteration 63Q: 3 clusters Score -2197034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2197038.000000 Penalty: 4863.795898
	Iteration 64Q: 3 clusters Score -2197038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2197050.750000 Penalty: 4863.795898
	Iteration 65Q: 3 clusters Score -2197051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2197055.250000 Penalty: 4863.795898
	Iteration 66Q: 3 clusters Score -2197055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2197054.500000 Penalty: 4863.795898
	Iteration 67Q: 3 clusters Score -2197054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2197056.250000 Penalty: 4863.795898
	Iteration 68Q: 3 clusters Score -2197056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2197061.500000 Penalty: 4863.795898
	Iteration 69Q: 3 clusters Score -2197062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2197066.250000 Penalty: 4863.795898
	Iteration 70Q: 3 clusters Score -2197066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2197067.750000 Penalty: 4863.795898
	Iteration 71Q: 3 clusters Score -2197068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2197070.000000 Penalty: 4863.795898
	Iteration 72Q: 3 clusters Score -2197070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2197071.250000 Penalty: 4863.795898
	Iteration 73Q: 3 clusters Score -2197071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2197073.250000 Penalty: 4863.795898
	Iteration 74Q: 3 clusters Score -2197073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2197072.250000 Penalty: 4863.795898
	Iteration 75Q: 3 clusters Score -2197072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2197076.500000 Penalty: 4863.795898
	Iteration 76Q: 3 clusters Score -2197076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2197077.000000 Penalty: 4863.795898
	Iteration 77Q: 3 clusters Score -2197077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2197081.000000 Penalty: 4863.795898
	Iteration 78Q: 3 clusters Score -2197081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2197086.250000 Penalty: 4863.795898
	Iteration 79Q: 3 clusters Score -2197086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2197086.750000 Penalty: 4863.795898
	Iteration 80F: 3 clusters Score -2197087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2197089.000000 Penalty: 4863.795898
	Iteration 81Q: 3 clusters Score -2197089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2197093.500000 Penalty: 4863.795898
	Iteration 82Q: 3 clusters Score -2197094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2197094.250000 Penalty: 4863.795898
	Iteration 83Q: 3 clusters Score -2197094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2197095.750000 Penalty: 4863.795898
	Iteration 84Q: 3 clusters Score -2197096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2197097.750000 Penalty: 4863.795898
	Iteration 85Q: 3 clusters Score -2197098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2197095.500000 Penalty: 4863.795898
	Iteration 86Q: 3 clusters Score -2197096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2197097.250000 Penalty: 4863.795898
	Iteration 87Q: 3 clusters Score -2197097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2197097.250000 Penalty: 4863.795898
	Iteration 88F: 3 clusters Score -2197097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (102058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102058 members 
Entering Unmasked Estep 
Score: -12226236.000000 Penalty: 2860.257568
	Iteration 0F: 2 clusters Score -1.222624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -12158104.000000 Penalty: 5720.515137
	Iteration 0F: 3 clusters Score -1.21581e+07 nChanged 48182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -12185690.000000 Penalty: 5720.515137
	Iteration 1F: 3 clusters Score -1.218569e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -12186321.000000 Penalty: 5720.515137
	Iteration 2Q: 3 clusters Score -1.218632e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 50844 members 
Entering Unmasked Estep 
Score: -12187206.000000 Penalty: 5720.515137
	Iteration 3Q: 3 clusters Score -1.218721e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51392 members 
Mstep: Class 2 contains 50666 members 
Entering Unmasked Estep 
Score: -12188242.000000 Penalty: 5720.515137
	Iteration 4Q: 3 clusters Score -1.218824e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 50326 members 
Entering Unmasked Estep 
Score: -12189511.000000 Penalty: 5720.515137
	Iteration 5Q: 3 clusters Score -1.218951e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52393 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -12191283.000000 Penalty: 5720.515137
	Iteration 6Q: 3 clusters Score -1.219128e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53452 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -12193656.000000 Penalty: 5720.515137
	Iteration 7Q: 3 clusters Score -1.219366e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -12196655.000000 Penalty: 5720.515137
	Iteration 8F: 3 clusters Score -1.219666e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 44655 members 
Entering Unmasked Estep 
Score: -12200537.000000 Penalty: 5720.515137
	Iteration 9F: 3 clusters Score -1.220054e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59997 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -12205178.000000 Penalty: 5720.515137
	Iteration 10F: 3 clusters Score -1.220518e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62413 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -12209576.000000 Penalty: 5720.515137
	Iteration 11F: 3 clusters Score -1.220958e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -12212365.000000 Penalty: 5720.515137
	Iteration 12Q: 3 clusters Score -1.221236e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65865 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -12213685.000000 Penalty: 5720.515137
	Iteration 13Q: 3 clusters Score -1.221368e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67176 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -12214393.000000 Penalty: 5720.515137
	Iteration 14Q: 3 clusters Score -1.221439e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68467 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -12214985.000000 Penalty: 5720.515137
	Iteration 15Q: 3 clusters Score -1.221498e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69724 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -12215464.000000 Penalty: 5720.515137
	Iteration 16Q: 3 clusters Score -1.221546e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71042 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -12215936.000000 Penalty: 5720.515137
	Iteration 17Q: 3 clusters Score -1.221594e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72292 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -12216259.000000 Penalty: 5720.515137
	Iteration 18Q: 3 clusters Score -1.221626e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73607 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -12216730.000000 Penalty: 5720.515137
	Iteration 19Q: 3 clusters Score -1.221673e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74894 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -12217135.000000 Penalty: 5720.515137
	Iteration 20F: 3 clusters Score -1.221714e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76180 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -12217557.000000 Penalty: 5720.515137
	Iteration 21Q: 3 clusters Score -1.221756e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77443 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -12217902.000000 Penalty: 5720.515137
	Iteration 22Q: 3 clusters Score -1.22179e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78709 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -12218248.000000 Penalty: 5720.515137
	Iteration 23Q: 3 clusters Score -1.221825e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79968 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -12218591.000000 Penalty: 5720.515137
	Iteration 24Q: 3 clusters Score -1.221859e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81208 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -12218943.000000 Penalty: 5720.515137
	Iteration 25Q: 3 clusters Score -1.221894e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82399 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -12219314.000000 Penalty: 5720.515137
	Iteration 26Q: 3 clusters Score -1.221931e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83524 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -12219634.000000 Penalty: 5720.515137
	Iteration 27Q: 3 clusters Score -1.221963e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84629 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -12219958.000000 Penalty: 5720.515137
	Iteration 28Q: 3 clusters Score -1.221996e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85753 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -12220279.000000 Penalty: 5720.515137
	Iteration 29Q: 3 clusters Score -1.222028e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86838 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -12220589.000000 Penalty: 5720.515137
	Iteration 30Q: 3 clusters Score -1.222059e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87919 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -12220901.000000 Penalty: 5720.515137
	Iteration 31Q: 3 clusters Score -1.22209e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88954 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -12221260.000000 Penalty: 5720.515137
	Iteration 32Q: 3 clusters Score -1.222126e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89945 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -12221555.000000 Penalty: 5720.515137
	Iteration 33Q: 3 clusters Score -1.222156e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90864 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -12221858.000000 Penalty: 5720.515137
	Iteration 34Q: 3 clusters Score -1.222186e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91734 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -12222100.000000 Penalty: 5720.515137
	Iteration 35Q: 3 clusters Score -1.22221e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92538 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -12222379.000000 Penalty: 5720.515137
	Iteration 36Q: 3 clusters Score -1.222238e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93282 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -12222579.000000 Penalty: 5720.515137
	Iteration 37Q: 3 clusters Score -1.222258e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93978 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -12222831.000000 Penalty: 5720.515137
	Iteration 38Q: 3 clusters Score -1.222283e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94559 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -12222973.000000 Penalty: 5720.515137
	Iteration 39Q: 3 clusters Score -1.222297e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95093 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -12223060.000000 Penalty: 5720.515137
	Iteration 40F: 3 clusters Score -1.222306e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95589 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -12223199.000000 Penalty: 5720.515137
	Iteration 41Q: 3 clusters Score -1.22232e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96077 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -12223337.000000 Penalty: 5720.515137
	Iteration 42Q: 3 clusters Score -1.222334e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96512 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -12223446.000000 Penalty: 5720.515137
	Iteration 43Q: 3 clusters Score -1.222345e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96903 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -12223561.000000 Penalty: 5720.515137
	Iteration 44Q: 3 clusters Score -1.222356e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97249 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -12223636.000000 Penalty: 5720.515137
	Iteration 45Q: 3 clusters Score -1.222364e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97560 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -12223716.000000 Penalty: 5720.515137
	Iteration 46Q: 3 clusters Score -1.222372e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97826 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -12223792.000000 Penalty: 5720.515137
	Iteration 47Q: 3 clusters Score -1.222379e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98062 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -12223852.000000 Penalty: 5720.515137
	Iteration 48Q: 3 clusters Score -1.222385e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98279 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -12223887.000000 Penalty: 5720.515137
	Iteration 49Q: 3 clusters Score -1.222389e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98501 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -12223944.000000 Penalty: 5720.515137
	Iteration 50Q: 3 clusters Score -1.222394e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98700 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -12223961.000000 Penalty: 5720.515137
	Iteration 51Q: 3 clusters Score -1.222396e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98894 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -12224014.000000 Penalty: 5720.515137
	Iteration 52Q: 3 clusters Score -1.222401e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99046 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -12224031.000000 Penalty: 5720.515137
	Iteration 53Q: 3 clusters Score -1.222403e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99183 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -12224056.000000 Penalty: 5720.515137
	Iteration 54Q: 3 clusters Score -1.222406e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99287 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -12224076.000000 Penalty: 5720.515137
	Iteration 55Q: 3 clusters Score -1.222408e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99380 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -12224056.000000 Penalty: 5720.515137
	Iteration 56Q: 3 clusters Score -1.222406e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99451 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -12224041.000000 Penalty: 5720.515137
	Iteration 57Q: 3 clusters Score -1.222404e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99527 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -12224056.000000 Penalty: 5720.515137
	Iteration 58Q: 3 clusters Score -1.222406e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99595 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -12224073.000000 Penalty: 5720.515137
	Iteration 59Q: 3 clusters Score -1.222407e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99653 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -12224051.000000 Penalty: 5720.515137
	Iteration 60F: 3 clusters Score -1.222405e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99704 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -12224087.000000 Penalty: 5720.515137
	Iteration 61Q: 3 clusters Score -1.222409e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99758 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -12224111.000000 Penalty: 5720.515137
	Iteration 62Q: 3 clusters Score -1.222411e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99815 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -12224136.000000 Penalty: 5720.515137
	Iteration 63Q: 3 clusters Score -1.222414e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99858 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -12224129.000000 Penalty: 5720.515137
	Iteration 64Q: 3 clusters Score -1.222413e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99893 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -12224157.000000 Penalty: 5720.515137
	Iteration 65Q: 3 clusters Score -1.222416e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99916 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -12224139.000000 Penalty: 5720.515137
	Iteration 66Q: 3 clusters Score -1.222414e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99946 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -12224148.000000 Penalty: 5720.515137
	Iteration 67Q: 3 clusters Score -1.222415e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99965 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -12224149.000000 Penalty: 5720.515137
	Iteration 68Q: 3 clusters Score -1.222415e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99977 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -12224158.000000 Penalty: 5720.515137
	Iteration 69Q: 3 clusters Score -1.222416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99994 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -12224144.000000 Penalty: 5720.515137
	Iteration 70Q: 3 clusters Score -1.222414e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100008 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -12224158.000000 Penalty: 5720.515137
	Iteration 71Q: 3 clusters Score -1.222416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100022 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -12224150.000000 Penalty: 5720.515137
	Iteration 72Q: 3 clusters Score -1.222415e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100036 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -12224160.000000 Penalty: 5720.515137
	Iteration 73Q: 3 clusters Score -1.222416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100051 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -12224160.000000 Penalty: 5720.515137
	Iteration 74Q: 3 clusters Score -1.222416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100064 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -12224165.000000 Penalty: 5720.515137
	Iteration 75Q: 3 clusters Score -1.222416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100079 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -12224174.000000 Penalty: 5720.515137
	Iteration 76Q: 3 clusters Score -1.222417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100092 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -12224183.000000 Penalty: 5720.515137
	Iteration 77Q: 3 clusters Score -1.222418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100103 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -12224186.000000 Penalty: 5720.515137
	Iteration 78Q: 3 clusters Score -1.222419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100108 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -12224180.000000 Penalty: 5720.515137
	Iteration 79Q: 3 clusters Score -1.222418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100111 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -12224182.000000 Penalty: 5720.515137
	Iteration 80F: 3 clusters Score -1.222418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100114 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -12224180.000000 Penalty: 5720.515137
	Iteration 81Q: 3 clusters Score -1.222418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100118 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -12224180.000000 Penalty: 5720.515137
	Iteration 82Q: 3 clusters Score -1.222418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100120 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -12224183.000000 Penalty: 5720.515137
	Iteration 83Q: 3 clusters Score -1.222418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100122 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -12224183.000000 Penalty: 5720.515137
	Iteration 84Q: 3 clusters Score -1.222418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100123 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -12224180.000000 Penalty: 5720.515137
	Iteration 85Q: 3 clusters Score -1.222418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100125 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -12224182.000000 Penalty: 5720.515137
	Iteration 86Q: 3 clusters Score -1.222418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100126 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -12224176.000000 Penalty: 5720.515137
	Iteration 87Q: 3 clusters Score -1.222418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100126 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -12224176.000000 Penalty: 5720.515137
	Iteration 88F: 3 clusters Score -1.222418e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Entering Unmasked Estep 
Score: -4734814.500000 Penalty: 2622.854004
	Iteration 0F: 2 clusters Score -4734814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -4708358.000000 Penalty: 5245.708008
	Iteration 0F: 3 clusters Score -4708358 nChanged 17788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -4718085.000000 Penalty: 5245.708008
	Iteration 1F: 3 clusters Score -4718085 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -4718775.000000 Penalty: 5245.708008
	Iteration 2Q: 3 clusters Score -4718775 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -4719616.500000 Penalty: 5245.708008
	Iteration 3Q: 3 clusters Score -4719616 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -4720696.500000 Penalty: 5245.708008
	Iteration 4Q: 3 clusters Score -4720696 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -4721809.000000 Penalty: 5245.708008
	Iteration 5F: 3 clusters Score -4721809 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -4723029.000000 Penalty: 5245.708008
	Iteration 6F: 3 clusters Score -4723029 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -4724624.500000 Penalty: 5245.708008
	Iteration 7F: 3 clusters Score -4724624 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -4726767.000000 Penalty: 5245.708008
	Iteration 8F: 3 clusters Score -4726767 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -4729214.000000 Penalty: 5245.708008
	Iteration 9F: 3 clusters Score -4729214 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -4731453.500000 Penalty: 5245.708008
	Iteration 10F: 3 clusters Score -4731454 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -4732811.500000 Penalty: 5245.708008
	Iteration 11Q: 3 clusters Score -4732812 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -4733420.500000 Penalty: 5245.708008
	Iteration 12Q: 3 clusters Score -4733420 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -4733723.500000 Penalty: 5245.708008
	Iteration 13Q: 3 clusters Score -4733724 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -4733889.000000 Penalty: 5245.708008
	Iteration 14Q: 3 clusters Score -4733889 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -4734007.500000 Penalty: 5245.708008
	Iteration 15Q: 3 clusters Score -4734008 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -4734113.000000 Penalty: 5245.708008
	Iteration 16Q: 3 clusters Score -4734113 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -4734168.000000 Penalty: 5245.708008
	Iteration 17Q: 3 clusters Score -4734168 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -4734235.000000 Penalty: 5245.708008
	Iteration 18Q: 3 clusters Score -4734235 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -4734276.000000 Penalty: 5245.708008
	Iteration 19Q: 3 clusters Score -4734276 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -4734332.000000 Penalty: 5245.708008
	Iteration 20F: 3 clusters Score -4734332 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -4734370.500000 Penalty: 5245.708008
	Iteration 21Q: 3 clusters Score -4734370 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -4734401.000000 Penalty: 5245.708008
	Iteration 22Q: 3 clusters Score -4734401 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -4734415.500000 Penalty: 5245.708008
	Iteration 23Q: 3 clusters Score -4734416 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -4734435.000000 Penalty: 5245.708008
	Iteration 24Q: 3 clusters Score -4734435 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -4734458.500000 Penalty: 5245.708008
	Iteration 25Q: 3 clusters Score -4734458 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -4734461.000000 Penalty: 5245.708008
	Iteration 26Q: 3 clusters Score -4734461 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -4734497.500000 Penalty: 5245.708008
	Iteration 27Q: 3 clusters Score -4734498 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -4734491.000000 Penalty: 5245.708008
	Iteration 28Q: 3 clusters Score -4734491 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -4734484.000000 Penalty: 5245.708008
	Iteration 29Q: 3 clusters Score -4734484 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -4734499.000000 Penalty: 5245.708008
	Iteration 30Q: 3 clusters Score -4734499 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -4734506.000000 Penalty: 5245.708008
	Iteration 31Q: 3 clusters Score -4734506 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -4734514.000000 Penalty: 5245.708008
	Iteration 32Q: 3 clusters Score -4734514 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -4734519.500000 Penalty: 5245.708008
	Iteration 33Q: 3 clusters Score -4734520 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -4734515.500000 Penalty: 5245.708008
	Iteration 34Q: 3 clusters Score -4734516 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -4734522.000000 Penalty: 5245.708008
	Iteration 35Q: 3 clusters Score -4734522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -4734533.500000 Penalty: 5245.708008
	Iteration 36Q: 3 clusters Score -4734534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -4734532.500000 Penalty: 5245.708008
	Iteration 37Q: 3 clusters Score -4734532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -4734538.000000 Penalty: 5245.708008
	Iteration 38Q: 3 clusters Score -4734538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -4734536.500000 Penalty: 5245.708008
	Iteration 39Q: 3 clusters Score -4734536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -4734541.000000 Penalty: 5245.708008
	Iteration 40F: 3 clusters Score -4734541 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -4734544.500000 Penalty: 5245.708008
	Iteration 41Q: 3 clusters Score -4734544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -4734538.000000 Penalty: 5245.708008
	Iteration 42Q: 3 clusters Score -4734538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -4734524.000000 Penalty: 5245.708008
	Iteration 43Q: 3 clusters Score -4734524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -4734539.000000 Penalty: 5245.708008
	Iteration 44Q: 3 clusters Score -4734539 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -4734528.000000 Penalty: 5245.708008
	Iteration 45Q: 3 clusters Score -4734528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -4734531.000000 Penalty: 5245.708008
	Iteration 46Q: 3 clusters Score -4734531 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -4734550.500000 Penalty: 5245.708008
	Iteration 47Q: 3 clusters Score -4734550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -4734550.000000 Penalty: 5245.708008
	Iteration 48Q: 3 clusters Score -4734550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -4734553.000000 Penalty: 5245.708008
	Iteration 49Q: 3 clusters Score -4734553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -4734554.500000 Penalty: 5245.708008
	Iteration 50Q: 3 clusters Score -4734554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -4734562.000000 Penalty: 5245.708008
	Iteration 51Q: 3 clusters Score -4734562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -4734562.000000 Penalty: 5245.708008
	Iteration 52Q: 3 clusters Score -4734562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -4734559.500000 Penalty: 5245.708008
	Iteration 53Q: 3 clusters Score -4734560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -4734570.500000 Penalty: 5245.708008
	Iteration 54Q: 3 clusters Score -4734570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -4734577.500000 Penalty: 5245.708008
	Iteration 55Q: 3 clusters Score -4734578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -4734574.000000 Penalty: 5245.708008
	Iteration 56Q: 3 clusters Score -4734574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -4734577.000000 Penalty: 5245.708008
	Iteration 57Q: 3 clusters Score -4734577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -4734565.000000 Penalty: 5245.708008
	Iteration 58Q: 3 clusters Score -4734565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -4734565.000000 Penalty: 5245.708008
	Iteration 59Q: 3 clusters Score -4734565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -4734564.000000 Penalty: 5245.708008
	Iteration 60F: 3 clusters Score -4734564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -4734569.500000 Penalty: 5245.708008
	Iteration 61Q: 3 clusters Score -4734570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -4734569.500000 Penalty: 5245.708008
	Iteration 62F: 3 clusters Score -4734570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Entering Unmasked Estep 
Score: -4185900.000000 Penalty: 2593.399902
	Iteration 0F: 2 clusters Score -4185900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -4161993.000000 Penalty: 5186.799805
	Iteration 0F: 3 clusters Score -4161993 nChanged 15917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -4171222.000000 Penalty: 5186.799805
	Iteration 1F: 3 clusters Score -4171222 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -4172710.750000 Penalty: 5186.799805
	Iteration 2F: 3 clusters Score -4172711 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -4174560.750000 Penalty: 5186.799805
	Iteration 3F: 3 clusters Score -4174561 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -4176573.500000 Penalty: 5186.799805
	Iteration 4F: 3 clusters Score -4176574 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -4178535.500000 Penalty: 5186.799805
	Iteration 5F: 3 clusters Score -4178536 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -4180235.500000 Penalty: 5186.799805
	Iteration 6F: 3 clusters Score -4180236 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -4181318.250000 Penalty: 5186.799805
	Iteration 7F: 3 clusters Score -4181318 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -4181829.750000 Penalty: 5186.799805
	Iteration 8Q: 3 clusters Score -4181830 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -4182066.500000 Penalty: 5186.799805
	Iteration 9Q: 3 clusters Score -4182066 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -4182178.250000 Penalty: 5186.799805
	Iteration 10Q: 3 clusters Score -4182178 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -4182277.750000 Penalty: 5186.799805
	Iteration 11Q: 3 clusters Score -4182278 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -4182338.000000 Penalty: 5186.799805
	Iteration 12Q: 3 clusters Score -4182338 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -4182389.750000 Penalty: 5186.799805
	Iteration 13Q: 3 clusters Score -4182390 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -4182449.750000 Penalty: 5186.799805
	Iteration 14Q: 3 clusters Score -4182450 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -4182479.750000 Penalty: 5186.799805
	Iteration 15Q: 3 clusters Score -4182480 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -4182524.750000 Penalty: 5186.799805
	Iteration 16Q: 3 clusters Score -4182525 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -4182567.000000 Penalty: 5186.799805
	Iteration 17Q: 3 clusters Score -4182567 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -4182617.500000 Penalty: 5186.799805
	Iteration 18Q: 3 clusters Score -4182618 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -4182649.500000 Penalty: 5186.799805
	Iteration 19Q: 3 clusters Score -4182650 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -4182690.250000 Penalty: 5186.799805
	Iteration 20F: 3 clusters Score -4182690 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -4182727.000000 Penalty: 5186.799805
	Iteration 21Q: 3 clusters Score -4182727 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -4182796.500000 Penalty: 5186.799805
	Iteration 22Q: 3 clusters Score -4182796 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -4182847.250000 Penalty: 5186.799805
	Iteration 23Q: 3 clusters Score -4182847 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -4182874.000000 Penalty: 5186.799805
	Iteration 24Q: 3 clusters Score -4182874 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -4182916.500000 Penalty: 5186.799805
	Iteration 25Q: 3 clusters Score -4182916 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -4182949.500000 Penalty: 5186.799805
	Iteration 26Q: 3 clusters Score -4182950 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -4182981.750000 Penalty: 5186.799805
	Iteration 27Q: 3 clusters Score -4182982 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -4183006.750000 Penalty: 5186.799805
	Iteration 28Q: 3 clusters Score -4183007 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -4183052.500000 Penalty: 5186.799805
	Iteration 29Q: 3 clusters Score -4183052 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -4183092.750000 Penalty: 5186.799805
	Iteration 30Q: 3 clusters Score -4183093 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -4183120.500000 Penalty: 5186.799805
	Iteration 31Q: 3 clusters Score -4183120 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -4183184.250000 Penalty: 5186.799805
	Iteration 32Q: 3 clusters Score -4183184 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -4183244.250000 Penalty: 5186.799805
	Iteration 33Q: 3 clusters Score -4183244 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -4183293.500000 Penalty: 5186.799805
	Iteration 34Q: 3 clusters Score -4183294 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -4183355.500000 Penalty: 5186.799805
	Iteration 35Q: 3 clusters Score -4183356 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -4183404.000000 Penalty: 5186.799805
	Iteration 36Q: 3 clusters Score -4183404 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -4183448.500000 Penalty: 5186.799805
	Iteration 37Q: 3 clusters Score -4183448 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -4183503.750000 Penalty: 5186.799805
	Iteration 38Q: 3 clusters Score -4183504 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -4183555.500000 Penalty: 5186.799805
	Iteration 39Q: 3 clusters Score -4183556 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -4183602.750000 Penalty: 5186.799805
	Iteration 40F: 3 clusters Score -4183603 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -4183635.750000 Penalty: 5186.799805
	Iteration 41Q: 3 clusters Score -4183636 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -4183684.500000 Penalty: 5186.799805
	Iteration 42Q: 3 clusters Score -4183684 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -4183726.500000 Penalty: 5186.799805
	Iteration 43Q: 3 clusters Score -4183726 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -4183752.000000 Penalty: 5186.799805
	Iteration 44Q: 3 clusters Score -4183752 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -4183798.750000 Penalty: 5186.799805
	Iteration 45Q: 3 clusters Score -4183799 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -4183853.500000 Penalty: 5186.799805
	Iteration 46Q: 3 clusters Score -4183854 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -4183868.000000 Penalty: 5186.799805
	Iteration 47Q: 3 clusters Score -4183868 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -4183892.250000 Penalty: 5186.799805
	Iteration 48Q: 3 clusters Score -4183892 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -4183931.750000 Penalty: 5186.799805
	Iteration 49Q: 3 clusters Score -4183932 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -4183979.000000 Penalty: 5186.799805
	Iteration 50Q: 3 clusters Score -4183979 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -4184000.000000 Penalty: 5186.799805
	Iteration 51Q: 3 clusters Score -4184000 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -4184029.500000 Penalty: 5186.799805
	Iteration 52Q: 3 clusters Score -4184030 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -4184060.500000 Penalty: 5186.799805
	Iteration 53Q: 3 clusters Score -4184060 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -4184078.750000 Penalty: 5186.799805
	Iteration 54Q: 3 clusters Score -4184079 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -4184100.250000 Penalty: 5186.799805
	Iteration 55Q: 3 clusters Score -4184100 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -4184118.750000 Penalty: 5186.799805
	Iteration 56Q: 3 clusters Score -4184119 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -4184136.250000 Penalty: 5186.799805
	Iteration 57Q: 3 clusters Score -4184136 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -4184155.250000 Penalty: 5186.799805
	Iteration 58Q: 3 clusters Score -4184155 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -4184169.250000 Penalty: 5186.799805
	Iteration 59Q: 3 clusters Score -4184169 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -4184192.500000 Penalty: 5186.799805
	Iteration 60F: 3 clusters Score -4184192 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -4184202.500000 Penalty: 5186.799805
	Iteration 61Q: 3 clusters Score -4184202 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -4184217.250000 Penalty: 5186.799805
	Iteration 62Q: 3 clusters Score -4184217 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -4184243.750000 Penalty: 5186.799805
	Iteration 63Q: 3 clusters Score -4184244 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -4184246.750000 Penalty: 5186.799805
	Iteration 64Q: 3 clusters Score -4184247 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -4184261.000000 Penalty: 5186.799805
	Iteration 65Q: 3 clusters Score -4184261 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -4184285.750000 Penalty: 5186.799805
	Iteration 66Q: 3 clusters Score -4184286 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -4184301.500000 Penalty: 5186.799805
	Iteration 67Q: 3 clusters Score -4184302 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -4184306.750000 Penalty: 5186.799805
	Iteration 68Q: 3 clusters Score -4184307 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -4184309.750000 Penalty: 5186.799805
	Iteration 69Q: 3 clusters Score -4184310 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -4184319.000000 Penalty: 5186.799805
	Iteration 70Q: 3 clusters Score -4184319 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -4184319.750000 Penalty: 5186.799805
	Iteration 71Q: 3 clusters Score -4184320 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -4184330.500000 Penalty: 5186.799805
	Iteration 72Q: 3 clusters Score -4184330 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -4184331.500000 Penalty: 5186.799805
	Iteration 73Q: 3 clusters Score -4184332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -4184334.250000 Penalty: 5186.799805
	Iteration 74Q: 3 clusters Score -4184334 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -4184355.250000 Penalty: 5186.799805
	Iteration 75Q: 3 clusters Score -4184355 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -4184373.500000 Penalty: 5186.799805
	Iteration 76Q: 3 clusters Score -4184374 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -4184371.500000 Penalty: 5186.799805
	Iteration 77Q: 3 clusters Score -4184372 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -4184373.750000 Penalty: 5186.799805
	Iteration 78Q: 3 clusters Score -4184374 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -4184404.500000 Penalty: 5186.799805
	Iteration 79Q: 3 clusters Score -4184404 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -4184407.500000 Penalty: 5186.799805
	Iteration 80F: 3 clusters Score -4184408 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -4184413.250000 Penalty: 5186.799805
	Iteration 81Q: 3 clusters Score -4184413 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -4184428.500000 Penalty: 5186.799805
	Iteration 82Q: 3 clusters Score -4184428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -4184438.000000 Penalty: 5186.799805
	Iteration 83Q: 3 clusters Score -4184438 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -4184443.750000 Penalty: 5186.799805
	Iteration 84Q: 3 clusters Score -4184444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -4184456.250000 Penalty: 5186.799805
	Iteration 85Q: 3 clusters Score -4184456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -4184460.250000 Penalty: 5186.799805
	Iteration 86Q: 3 clusters Score -4184460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -4184456.250000 Penalty: 5186.799805
	Iteration 87Q: 3 clusters Score -4184456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -4184463.500000 Penalty: 5186.799805
	Iteration 88Q: 3 clusters Score -4184464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -4184467.500000 Penalty: 5186.799805
	Iteration 89Q: 3 clusters Score -4184468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -4184468.000000 Penalty: 5186.799805
	Iteration 90Q: 3 clusters Score -4184468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -4184461.500000 Penalty: 5186.799805
	Iteration 91Q: 3 clusters Score -4184462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -4184476.000000 Penalty: 5186.799805
	Iteration 92Q: 3 clusters Score -4184476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -4184470.250000 Penalty: 5186.799805
	Iteration 93Q: 3 clusters Score -4184470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -4184474.000000 Penalty: 5186.799805
	Iteration 94Q: 3 clusters Score -4184474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -4184476.750000 Penalty: 5186.799805
	Iteration 95Q: 3 clusters Score -4184477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -4184479.250000 Penalty: 5186.799805
	Iteration 96Q: 3 clusters Score -4184479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -4184476.500000 Penalty: 5186.799805
	Iteration 97Q: 3 clusters Score -4184476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -4184479.000000 Penalty: 5186.799805
	Iteration 98Q: 3 clusters Score -4184479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -4184480.000000 Penalty: 5186.799805
	Iteration 99Q: 3 clusters Score -4184480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -4184486.250000 Penalty: 5186.799805
	Iteration 100F: 3 clusters Score -4184486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -4184483.000000 Penalty: 5186.799805
	Iteration 101Q: 3 clusters Score -4184483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -4184484.750000 Penalty: 5186.799805
	Iteration 102Q: 3 clusters Score -4184485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -4184483.500000 Penalty: 5186.799805
	Iteration 103Q: 3 clusters Score -4184484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -4184486.750000 Penalty: 5186.799805
	Iteration 104Q: 3 clusters Score -4184487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -4184486.000000 Penalty: 5186.799805
	Iteration 105Q: 3 clusters Score -4184486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -4184483.250000 Penalty: 5186.799805
	Iteration 106Q: 3 clusters Score -4184483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -4184483.250000 Penalty: 5186.799805
	Iteration 107F: 3 clusters Score -4184483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Entering Unmasked Estep 
Score: -436106.125000 Penalty: 2045.050659
	Iteration 0F: 2 clusters Score -436106.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -432332.812500 Penalty: 4090.101318
	Iteration 0F: 3 clusters Score -432332.8 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -433179.906250 Penalty: 4090.101318
	Iteration 1F: 3 clusters Score -433179.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -433353.718750 Penalty: 4090.101318
	Iteration 2F: 3 clusters Score -433353.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -433485.218750 Penalty: 4090.101318
	Iteration 3Q: 3 clusters Score -433485.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -433599.093750 Penalty: 4090.101318
	Iteration 4Q: 3 clusters Score -433599.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -433707.812500 Penalty: 4090.101318
	Iteration 5Q: 3 clusters Score -433707.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -433815.843750 Penalty: 4090.101318
	Iteration 6Q: 3 clusters Score -433815.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -433915.656250 Penalty: 4090.101318
	Iteration 7Q: 3 clusters Score -433915.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -434009.906250 Penalty: 4090.101318
	Iteration 8Q: 3 clusters Score -434009.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -434086.218750 Penalty: 4090.101318
	Iteration 9Q: 3 clusters Score -434086.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -434166.687500 Penalty: 4090.101318
	Iteration 10Q: 3 clusters Score -434166.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -434241.750000 Penalty: 4090.101318
	Iteration 11Q: 3 clusters Score -434241.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -434300.093750 Penalty: 4090.101318
	Iteration 12Q: 3 clusters Score -434300.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -434349.812500 Penalty: 4090.101318
	Iteration 13Q: 3 clusters Score -434349.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -434403.593750 Penalty: 4090.101318
	Iteration 14Q: 3 clusters Score -434403.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -434453.343750 Penalty: 4090.101318
	Iteration 15Q: 3 clusters Score -434453.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -434501.125000 Penalty: 4090.101318
	Iteration 16Q: 3 clusters Score -434501.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -434539.593750 Penalty: 4090.101318
	Iteration 17Q: 3 clusters Score -434539.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -434570.968750 Penalty: 4090.101318
	Iteration 18Q: 3 clusters Score -434571 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -434597.156250 Penalty: 4090.101318
	Iteration 19Q: 3 clusters Score -434597.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -434608.218750 Penalty: 4090.101318
	Iteration 20F: 3 clusters Score -434608.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -434618.656250 Penalty: 4090.101318
	Iteration 21Q: 3 clusters Score -434618.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -434624.687500 Penalty: 4090.101318
	Iteration 22Q: 3 clusters Score -434624.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -434632.031250 Penalty: 4090.101318
	Iteration 23Q: 3 clusters Score -434632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -434639.375000 Penalty: 4090.101318
	Iteration 24Q: 3 clusters Score -434639.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -434642.125000 Penalty: 4090.101318
	Iteration 25Q: 3 clusters Score -434642.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -434645.062500 Penalty: 4090.101318
	Iteration 26Q: 3 clusters Score -434645.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -434649.906250 Penalty: 4090.101318
	Iteration 27Q: 3 clusters Score -434649.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -434655.093750 Penalty: 4090.101318
	Iteration 28Q: 3 clusters Score -434655.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -434658.500000 Penalty: 4090.101318
	Iteration 29Q: 3 clusters Score -434658.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -434663.562500 Penalty: 4090.101318
	Iteration 30Q: 3 clusters Score -434663.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -434666.125000 Penalty: 4090.101318
	Iteration 31Q: 3 clusters Score -434666.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -434668.500000 Penalty: 4090.101318
	Iteration 32Q: 3 clusters Score -434668.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -434672.093750 Penalty: 4090.101318
	Iteration 33Q: 3 clusters Score -434672.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -434675.312500 Penalty: 4090.101318
	Iteration 34Q: 3 clusters Score -434675.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -434677.656250 Penalty: 4090.101318
	Iteration 35Q: 3 clusters Score -434677.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -434679.312500 Penalty: 4090.101318
	Iteration 36Q: 3 clusters Score -434679.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -434679.218750 Penalty: 4090.101318
	Iteration 37Q: 3 clusters Score -434679.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -434679.187500 Penalty: 4090.101318
	Iteration 38Q: 3 clusters Score -434679.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -434679.187500 Penalty: 4090.101318
	Iteration 39F: 3 clusters Score -434679.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (149811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149811 members 
Entering Unmasked Estep 
Score: -17826012.000000 Penalty: 2955.448242
	Iteration 0F: 2 clusters Score -1.782601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74429 members 
Mstep: Class 2 contains 75382 members 
Entering Unmasked Estep 
Score: -17727928.000000 Penalty: 5910.896484
	Iteration 0F: 3 clusters Score -1.772793e+07 nChanged 71589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66346 members 
Mstep: Class 2 contains 83465 members 
Entering Unmasked Estep 
Score: -17770736.000000 Penalty: 5910.896484
	Iteration 1F: 3 clusters Score -1.777074e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61422 members 
Mstep: Class 2 contains 88389 members 
Entering Unmasked Estep 
Score: -17773446.000000 Penalty: 5910.896484
	Iteration 2Q: 3 clusters Score -1.777345e+07 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 95665 members 
Entering Unmasked Estep 
Score: -17778016.000000 Penalty: 5910.896484
	Iteration 3F: 3 clusters Score -1.777802e+07 nChanged 10790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 105647 members 
Entering Unmasked Estep 
Score: -17785526.000000 Penalty: 5910.896484
	Iteration 4F: 3 clusters Score -1.778553e+07 nChanged 12394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 117503 members 
Entering Unmasked Estep 
Score: -17795884.000000 Penalty: 5910.896484
	Iteration 5F: 3 clusters Score -1.779588e+07 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 129089 members 
Entering Unmasked Estep 
Score: -17806906.000000 Penalty: 5910.896484
	Iteration 6F: 3 clusters Score -1.780691e+07 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 137820 members 
Entering Unmasked Estep 
Score: -17815190.000000 Penalty: 5910.896484
	Iteration 7F: 3 clusters Score -1.781519e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 142858 members 
Entering Unmasked Estep 
Score: -17819826.000000 Penalty: 5910.896484
	Iteration 8Q: 3 clusters Score -1.781983e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 145315 members 
Entering Unmasked Estep 
Score: -17822018.000000 Penalty: 5910.896484
	Iteration 9Q: 3 clusters Score -1.782202e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 146413 members 
Entering Unmasked Estep 
Score: -17822956.000000 Penalty: 5910.896484
	Iteration 10Q: 3 clusters Score -1.782296e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 146948 members 
Entering Unmasked Estep 
Score: -17823366.000000 Penalty: 5910.896484
	Iteration 11Q: 3 clusters Score -1.782337e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 147229 members 
Entering Unmasked Estep 
Score: -17823592.000000 Penalty: 5910.896484
	Iteration 12Q: 3 clusters Score -1.782359e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 147416 members 
Entering Unmasked Estep 
Score: -17823698.000000 Penalty: 5910.896484
	Iteration 13Q: 3 clusters Score -1.78237e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 147531 members 
Entering Unmasked Estep 
Score: -17823796.000000 Penalty: 5910.896484
	Iteration 14Q: 3 clusters Score -1.78238e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 147623 members 
Entering Unmasked Estep 
Score: -17823854.000000 Penalty: 5910.896484
	Iteration 15Q: 3 clusters Score -1.782385e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 147688 members 
Entering Unmasked Estep 
Score: -17823874.000000 Penalty: 5910.896484
	Iteration 16Q: 3 clusters Score -1.782387e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 147738 members 
Entering Unmasked Estep 
Score: -17823880.000000 Penalty: 5910.896484
	Iteration 17Q: 3 clusters Score -1.782388e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 147778 members 
Entering Unmasked Estep 
Score: -17823916.000000 Penalty: 5910.896484
	Iteration 18Q: 3 clusters Score -1.782392e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 147806 members 
Entering Unmasked Estep 
Score: -17823918.000000 Penalty: 5910.896484
	Iteration 19Q: 3 clusters Score -1.782392e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 147830 members 
Entering Unmasked Estep 
Score: -17823930.000000 Penalty: 5910.896484
	Iteration 20F: 3 clusters Score -1.782393e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 147856 members 
Entering Unmasked Estep 
Score: -17823938.000000 Penalty: 5910.896484
	Iteration 21Q: 3 clusters Score -1.782394e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 147886 members 
Entering Unmasked Estep 
Score: -17823968.000000 Penalty: 5910.896484
	Iteration 22Q: 3 clusters Score -1.782397e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 147904 members 
Entering Unmasked Estep 
Score: -17824014.000000 Penalty: 5910.896484
	Iteration 23Q: 3 clusters Score -1.782401e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 147919 members 
Entering Unmasked Estep 
Score: -17824004.000000 Penalty: 5910.896484
	Iteration 24Q: 3 clusters Score -1.7824e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 147921 members 
Entering Unmasked Estep 
Score: -17824032.000000 Penalty: 5910.896484
	Iteration 25Q: 3 clusters Score -1.782403e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 147933 members 
Entering Unmasked Estep 
Score: -17824044.000000 Penalty: 5910.896484
	Iteration 26Q: 3 clusters Score -1.782404e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 147948 members 
Entering Unmasked Estep 
Score: -17824038.000000 Penalty: 5910.896484
	Iteration 27Q: 3 clusters Score -1.782404e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 147963 members 
Entering Unmasked Estep 
Score: -17824018.000000 Penalty: 5910.896484
	Iteration 28Q: 3 clusters Score -1.782402e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 147977 members 
Entering Unmasked Estep 
Score: -17824022.000000 Penalty: 5910.896484
	Iteration 29Q: 3 clusters Score -1.782402e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 147986 members 
Entering Unmasked Estep 
Score: -17824004.000000 Penalty: 5910.896484
	Iteration 30Q: 3 clusters Score -1.7824e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 147991 members 
Entering Unmasked Estep 
Score: -17824012.000000 Penalty: 5910.896484
	Iteration 31Q: 3 clusters Score -1.782401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 147990 members 
Entering Unmasked Estep 
Score: -17824002.000000 Penalty: 5910.896484
	Iteration 32Q: 3 clusters Score -1.7824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 147989 members 
Entering Unmasked Estep 
Score: -17824016.000000 Penalty: 5910.896484
	Iteration 33Q: 3 clusters Score -1.782402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 147987 members 
Entering Unmasked Estep 
Score: -17824016.000000 Penalty: 5910.896484
	Iteration 34Q: 3 clusters Score -1.782402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 147988 members 
Entering Unmasked Estep 
Score: -17824012.000000 Penalty: 5910.896484
	Iteration 35Q: 3 clusters Score -1.782401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 147990 members 
Entering Unmasked Estep 
Score: -17824020.000000 Penalty: 5910.896484
	Iteration 36Q: 3 clusters Score -1.782402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 147991 members 
Entering Unmasked Estep 
Score: -17824026.000000 Penalty: 5910.896484
	Iteration 37Q: 3 clusters Score -1.782403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 147993 members 
Entering Unmasked Estep 
Score: -17824012.000000 Penalty: 5910.896484
	Iteration 38Q: 3 clusters Score -1.782401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 147995 members 
Entering Unmasked Estep 
Score: -17824024.000000 Penalty: 5910.896484
	Iteration 39Q: 3 clusters Score -1.782402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 147995 members 
Entering Unmasked Estep 
Score: -17824018.000000 Penalty: 5910.896484
	Iteration 40F: 3 clusters Score -1.782402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 147995 members 
Entering Unmasked Estep 
Score: -17824018.000000 Penalty: 5910.896484
	Iteration 41Q: 3 clusters Score -1.782402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 147992 members 
Entering Unmasked Estep 
Score: -17824028.000000 Penalty: 5910.896484
	Iteration 42Q: 3 clusters Score -1.782403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 147989 members 
Entering Unmasked Estep 
Score: -17824028.000000 Penalty: 5910.896484
	Iteration 43Q: 3 clusters Score -1.782403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 147989 members 
Entering Unmasked Estep 
Score: -17824032.000000 Penalty: 5910.896484
	Iteration 44Q: 3 clusters Score -1.782403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 147987 members 
Entering Unmasked Estep 
Score: -17824034.000000 Penalty: 5910.896484
	Iteration 45Q: 3 clusters Score -1.782403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 147985 members 
Entering Unmasked Estep 
Score: -17824018.000000 Penalty: 5910.896484
	Iteration 46Q: 3 clusters Score -1.782402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 147984 members 
Entering Unmasked Estep 
Score: -17824026.000000 Penalty: 5910.896484
	Iteration 47Q: 3 clusters Score -1.782403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 147983 members 
Entering Unmasked Estep 
Score: -17824020.000000 Penalty: 5910.896484
	Iteration 48Q: 3 clusters Score -1.782402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 147983 members 
Entering Unmasked Estep 
Score: -17824020.000000 Penalty: 5910.896484
	Iteration 49F: 3 clusters Score -1.782402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Entering Unmasked Estep 
Score: -1382089.125000 Penalty: 2319.019287
	Iteration 0F: 2 clusters Score -1382089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1373479.875000 Penalty: 4638.038574
	Iteration 0F: 3 clusters Score -1373480 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1375993.875000 Penalty: 4638.038574
	Iteration 1F: 3 clusters Score -1375994 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1376311.625000 Penalty: 4638.038574
	Iteration 2F: 3 clusters Score -1376312 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1376587.875000 Penalty: 4638.038574
	Iteration 3Q: 3 clusters Score -1376588 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1376835.875000 Penalty: 4638.038574
	Iteration 4Q: 3 clusters Score -1376836 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1377108.250000 Penalty: 4638.038574
	Iteration 5Q: 3 clusters Score -1377108 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1377391.750000 Penalty: 4638.038574
	Iteration 6Q: 3 clusters Score -1377392 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1377725.625000 Penalty: 4638.038574
	Iteration 7Q: 3 clusters Score -1377726 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1378083.000000 Penalty: 4638.038574
	Iteration 8F: 3 clusters Score -1378083 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1378436.125000 Penalty: 4638.038574
	Iteration 9Q: 3 clusters Score -1378436 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1378766.750000 Penalty: 4638.038574
	Iteration 10Q: 3 clusters Score -1378767 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1379119.375000 Penalty: 4638.038574
	Iteration 11Q: 3 clusters Score -1379119 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1379411.000000 Penalty: 4638.038574
	Iteration 12Q: 3 clusters Score -1379411 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1379636.000000 Penalty: 4638.038574
	Iteration 13Q: 3 clusters Score -1379636 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1379803.000000 Penalty: 4638.038574
	Iteration 14Q: 3 clusters Score -1379803 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1379917.875000 Penalty: 4638.038574
	Iteration 15Q: 3 clusters Score -1379918 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1380002.250000 Penalty: 4638.038574
	Iteration 16Q: 3 clusters Score -1380002 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1380075.875000 Penalty: 4638.038574
	Iteration 17Q: 3 clusters Score -1380076 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1380130.375000 Penalty: 4638.038574
	Iteration 18Q: 3 clusters Score -1380130 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1380168.875000 Penalty: 4638.038574
	Iteration 19Q: 3 clusters Score -1380169 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1380198.125000 Penalty: 4638.038574
	Iteration 20F: 3 clusters Score -1380198 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1380228.875000 Penalty: 4638.038574
	Iteration 21Q: 3 clusters Score -1380229 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1380253.125000 Penalty: 4638.038574
	Iteration 22Q: 3 clusters Score -1380253 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1380269.875000 Penalty: 4638.038574
	Iteration 23Q: 3 clusters Score -1380270 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1380285.375000 Penalty: 4638.038574
	Iteration 24Q: 3 clusters Score -1380285 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1380286.875000 Penalty: 4638.038574
	Iteration 25Q: 3 clusters Score -1380287 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1380300.625000 Penalty: 4638.038574
	Iteration 26Q: 3 clusters Score -1380301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1380307.875000 Penalty: 4638.038574
	Iteration 27Q: 3 clusters Score -1380308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1380320.125000 Penalty: 4638.038574
	Iteration 28Q: 3 clusters Score -1380320 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1380333.750000 Penalty: 4638.038574
	Iteration 29Q: 3 clusters Score -1380334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1380346.625000 Penalty: 4638.038574
	Iteration 30Q: 3 clusters Score -1380347 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1380358.250000 Penalty: 4638.038574
	Iteration 31Q: 3 clusters Score -1380358 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1380374.750000 Penalty: 4638.038574
	Iteration 32Q: 3 clusters Score -1380375 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1380387.000000 Penalty: 4638.038574
	Iteration 33Q: 3 clusters Score -1380387 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1380389.625000 Penalty: 4638.038574
	Iteration 34Q: 3 clusters Score -1380390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1380402.000000 Penalty: 4638.038574
	Iteration 35Q: 3 clusters Score -1380402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1380407.250000 Penalty: 4638.038574
	Iteration 36Q: 3 clusters Score -1380407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1380417.875000 Penalty: 4638.038574
	Iteration 37Q: 3 clusters Score -1380418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1380421.000000 Penalty: 4638.038574
	Iteration 38Q: 3 clusters Score -1380421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1380426.875000 Penalty: 4638.038574
	Iteration 39Q: 3 clusters Score -1380427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1380435.875000 Penalty: 4638.038574
	Iteration 40F: 3 clusters Score -1380436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1380442.750000 Penalty: 4638.038574
	Iteration 41Q: 3 clusters Score -1380443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1380449.000000 Penalty: 4638.038574
	Iteration 42Q: 3 clusters Score -1380449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1380452.500000 Penalty: 4638.038574
	Iteration 43Q: 3 clusters Score -1380452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1380454.500000 Penalty: 4638.038574
	Iteration 44Q: 3 clusters Score -1380454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1380461.750000 Penalty: 4638.038574
	Iteration 45Q: 3 clusters Score -1380462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1380466.750000 Penalty: 4638.038574
	Iteration 46Q: 3 clusters Score -1380467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1380469.250000 Penalty: 4638.038574
	Iteration 47Q: 3 clusters Score -1380469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1380471.750000 Penalty: 4638.038574
	Iteration 48Q: 3 clusters Score -1380472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1380474.000000 Penalty: 4638.038574
	Iteration 49Q: 3 clusters Score -1380474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1380475.375000 Penalty: 4638.038574
	Iteration 50Q: 3 clusters Score -1380475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1380484.000000 Penalty: 4638.038574
	Iteration 51Q: 3 clusters Score -1380484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1380486.250000 Penalty: 4638.038574
	Iteration 52Q: 3 clusters Score -1380486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1380490.125000 Penalty: 4638.038574
	Iteration 53Q: 3 clusters Score -1380490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1380498.250000 Penalty: 4638.038574
	Iteration 54Q: 3 clusters Score -1380498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1380501.875000 Penalty: 4638.038574
	Iteration 55Q: 3 clusters Score -1380502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1380504.750000 Penalty: 4638.038574
	Iteration 56Q: 3 clusters Score -1380505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1380505.750000 Penalty: 4638.038574
	Iteration 57Q: 3 clusters Score -1380506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1380506.750000 Penalty: 4638.038574
	Iteration 58Q: 3 clusters Score -1380507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1380506.750000 Penalty: 4638.038574
	Iteration 59F: 3 clusters Score -1380507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Entering Unmasked Estep 
Score: -269929.843750 Penalty: 1913.129272
	Iteration 0F: 2 clusters Score -269929.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -267106.000000 Penalty: 3826.258545
	Iteration 0F: 3 clusters Score -267106 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -267597.500000 Penalty: 3826.258545
	Iteration 1F: 3 clusters Score -267597.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -267728.812500 Penalty: 3826.258545
	Iteration 2F: 3 clusters Score -267728.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -267809.375000 Penalty: 3826.258545
	Iteration 3Q: 3 clusters Score -267809.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -267878.000000 Penalty: 3826.258545
	Iteration 4Q: 3 clusters Score -267878 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -267957.250000 Penalty: 3826.258545
	Iteration 5Q: 3 clusters Score -267957.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -268014.875000 Penalty: 3826.258545
	Iteration 6Q: 3 clusters Score -268014.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -268060.343750 Penalty: 3826.258545
	Iteration 7Q: 3 clusters Score -268060.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -268094.281250 Penalty: 3826.258545
	Iteration 8Q: 3 clusters Score -268094.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -268125.406250 Penalty: 3826.258545
	Iteration 9Q: 3 clusters Score -268125.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -268147.812500 Penalty: 3826.258545
	Iteration 10Q: 3 clusters Score -268147.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -268168.000000 Penalty: 3826.258545
	Iteration 11Q: 3 clusters Score -268168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -268182.875000 Penalty: 3826.258545
	Iteration 12Q: 3 clusters Score -268182.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -268194.562500 Penalty: 3826.258545
	Iteration 13Q: 3 clusters Score -268194.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -268199.531250 Penalty: 3826.258545
	Iteration 14Q: 3 clusters Score -268199.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -268203.656250 Penalty: 3826.258545
	Iteration 15Q: 3 clusters Score -268203.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -268208.531250 Penalty: 3826.258545
	Iteration 16Q: 3 clusters Score -268208.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -268214.187500 Penalty: 3826.258545
	Iteration 17Q: 3 clusters Score -268214.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -268220.562500 Penalty: 3826.258545
	Iteration 18Q: 3 clusters Score -268220.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -268226.687500 Penalty: 3826.258545
	Iteration 19Q: 3 clusters Score -268226.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -268232.406250 Penalty: 3826.258545
	Iteration 20F: 3 clusters Score -268232.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -268237.625000 Penalty: 3826.258545
	Iteration 21Q: 3 clusters Score -268237.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -268243.812500 Penalty: 3826.258545
	Iteration 22Q: 3 clusters Score -268243.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -268247.281250 Penalty: 3826.258545
	Iteration 23Q: 3 clusters Score -268247.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -268250.031250 Penalty: 3826.258545
	Iteration 24Q: 3 clusters Score -268250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -268252.343750 Penalty: 3826.258545
	Iteration 25Q: 3 clusters Score -268252.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -268253.812500 Penalty: 3826.258545
	Iteration 26Q: 3 clusters Score -268253.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -268255.937500 Penalty: 3826.258545
	Iteration 27Q: 3 clusters Score -268255.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -268258.718750 Penalty: 3826.258545
	Iteration 28Q: 3 clusters Score -268258.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -268260.687500 Penalty: 3826.258545
	Iteration 29Q: 3 clusters Score -268260.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -268260.687500 Penalty: 3826.258545
	Iteration 30F: 3 clusters Score -268260.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 43826 members 
Mstep: Class 5 contains 19040 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6119 members 
Mstep: Class 8 contains 18249 members 
Mstep: Class 9 contains 223691 members 
Mstep: Class 10 contains 18143 members 
Mstep: Class 11 contains 102058 members 
Mstep: Class 12 contains 39184 members 
Mstep: Class 13 contains 34796 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149811 members 
Mstep: Class 18 contains 11509 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049808.000000 Penalty: 56640.539062
Iteration 359Q: 18 clusters Score -8.004981e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6116 members 
Mstep: Class 4 contains 43824 members 
Mstep: Class 5 contains 19040 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6120 members 
Mstep: Class 8 contains 18265 members 
Mstep: Class 9 contains 223693 members 
Mstep: Class 10 contains 18142 members 
Mstep: Class 11 contains 102052 members 
Mstep: Class 12 contains 39184 members 
Mstep: Class 13 contains 34796 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149803 members 
Mstep: Class 18 contains 11508 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049872.000000 Penalty: 56640.539062
Iteration 360F: 18 clusters Score -8.004987e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6116 members 
Mstep: Class 4 contains 43823 members 
Mstep: Class 5 contains 19040 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6120 members 
Mstep: Class 8 contains 18285 members 
Mstep: Class 9 contains 223682 members 
Mstep: Class 10 contains 18142 members 
Mstep: Class 11 contains 102046 members 
Mstep: Class 12 contains 39183 members 
Mstep: Class 13 contains 34797 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149802 members 
Mstep: Class 18 contains 11507 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049856.000000 Penalty: 56640.539062
Iteration 361Q: 18 clusters Score -8.004986e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6116 members 
Mstep: Class 4 contains 43821 members 
Mstep: Class 5 contains 19040 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6120 members 
Mstep: Class 8 contains 18309 members 
Mstep: Class 9 contains 223672 members 
Mstep: Class 10 contains 18141 members 
Mstep: Class 11 contains 102040 members 
Mstep: Class 12 contains 39182 members 
Mstep: Class 13 contains 34798 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149798 members 
Mstep: Class 18 contains 11506 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049968.000000 Penalty: 56640.539062
Iteration 362Q: 18 clusters Score -8.004997e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6116 members 
Mstep: Class 4 contains 43820 members 
Mstep: Class 5 contains 19040 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6120 members 
Mstep: Class 8 contains 18328 members 
Mstep: Class 9 contains 223663 members 
Mstep: Class 10 contains 18141 members 
Mstep: Class 11 contains 102033 members 
Mstep: Class 12 contains 39182 members 
Mstep: Class 13 contains 34797 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149799 members 
Mstep: Class 18 contains 11504 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049904.000000 Penalty: 56640.539062
Iteration 363Q: 18 clusters Score -8.00499e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6116 members 
Mstep: Class 4 contains 43819 members 
Mstep: Class 5 contains 19040 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6120 members 
Mstep: Class 8 contains 18347 members 
Mstep: Class 9 contains 223653 members 
Mstep: Class 10 contains 18142 members 
Mstep: Class 11 contains 102022 members 
Mstep: Class 12 contains 39181 members 
Mstep: Class 13 contains 34798 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149802 members 
Mstep: Class 18 contains 11503 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049912.000000 Penalty: 56640.539062
Iteration 364Q: 18 clusters Score -8.004991e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 43818 members 
Mstep: Class 5 contains 19040 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6121 members 
Mstep: Class 8 contains 18374 members 
Mstep: Class 9 contains 223641 members 
Mstep: Class 10 contains 18141 members 
Mstep: Class 11 contains 102009 members 
Mstep: Class 12 contains 39181 members 
Mstep: Class 13 contains 34800 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149799 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050088.000000 Penalty: 56640.539062
Iteration 365Q: 18 clusters Score -8.005009e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 43816 members 
Mstep: Class 5 contains 19040 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6120 members 
Mstep: Class 8 contains 18393 members 
Mstep: Class 9 contains 223652 members 
Mstep: Class 10 contains 18141 members 
Mstep: Class 11 contains 101997 members 
Mstep: Class 12 contains 39181 members 
Mstep: Class 13 contains 34797 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149789 members 
Mstep: Class 18 contains 11500 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049984.000000 Penalty: 56640.539062
Iteration 366Q: 18 clusters Score -8.004998e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 43811 members 
Mstep: Class 5 contains 19041 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6121 members 
Mstep: Class 8 contains 18418 members 
Mstep: Class 9 contains 223649 members 
Mstep: Class 10 contains 18139 members 
Mstep: Class 11 contains 101984 members 
Mstep: Class 12 contains 39180 members 
Mstep: Class 13 contains 34794 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149789 members 
Mstep: Class 18 contains 11500 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050032.000000 Penalty: 56640.539062
Iteration 367Q: 18 clusters Score -8.005003e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 43809 members 
Mstep: Class 5 contains 19041 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6121 members 
Mstep: Class 8 contains 18442 members 
Mstep: Class 9 contains 223629 members 
Mstep: Class 10 contains 18139 members 
Mstep: Class 11 contains 101976 members 
Mstep: Class 12 contains 39179 members 
Mstep: Class 13 contains 34791 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149799 members 
Mstep: Class 18 contains 11500 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049976.000000 Penalty: 56640.539062
Iteration 368Q: 18 clusters Score -8.004998e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6116 members 
Mstep: Class 4 contains 43803 members 
Mstep: Class 5 contains 19041 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6121 members 
Mstep: Class 8 contains 18473 members 
Mstep: Class 9 contains 223627 members 
Mstep: Class 10 contains 18139 members 
Mstep: Class 11 contains 101960 members 
Mstep: Class 12 contains 39179 members 
Mstep: Class 13 contains 34793 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149790 members 
Mstep: Class 18 contains 11501 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049992.000000 Penalty: 56640.539062
Iteration 369Q: 18 clusters Score -8.004999e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6116 members 
Mstep: Class 4 contains 43796 members 
Mstep: Class 5 contains 19041 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6121 members 
Mstep: Class 8 contains 18511 members 
Mstep: Class 9 contains 223631 members 
Mstep: Class 10 contains 18140 members 
Mstep: Class 11 contains 101937 members 
Mstep: Class 12 contains 39179 members 
Mstep: Class 13 contains 34794 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149776 members 
Mstep: Class 18 contains 11500 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050088.000000 Penalty: 56640.539062
Iteration 370Q: 18 clusters Score -8.005009e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6116 members 
Mstep: Class 4 contains 43794 members 
Mstep: Class 5 contains 19041 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6121 members 
Mstep: Class 8 contains 18542 members 
Mstep: Class 9 contains 223620 members 
Mstep: Class 10 contains 18140 members 
Mstep: Class 11 contains 101922 members 
Mstep: Class 12 contains 39172 members 
Mstep: Class 13 contains 34795 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149778 members 
Mstep: Class 18 contains 11501 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050120.000000 Penalty: 56640.539062
Iteration 371Q: 18 clusters Score -8.005012e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6116 members 
Mstep: Class 4 contains 43787 members 
Mstep: Class 5 contains 19041 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6121 members 
Mstep: Class 8 contains 18558 members 
Mstep: Class 9 contains 223617 members 
Mstep: Class 10 contains 18141 members 
Mstep: Class 11 contains 101901 members 
Mstep: Class 12 contains 39171 members 
Mstep: Class 13 contains 34795 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149795 members 
Mstep: Class 18 contains 11499 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050040.000000 Penalty: 56640.539062
Iteration 372Q: 18 clusters Score -8.005004e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6116 members 
Mstep: Class 4 contains 43783 members 
Mstep: Class 5 contains 19041 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6120 members 
Mstep: Class 8 contains 18575 members 
Mstep: Class 9 contains 223603 members 
Mstep: Class 10 contains 18142 members 
Mstep: Class 11 contains 101890 members 
Mstep: Class 12 contains 39169 members 
Mstep: Class 13 contains 34794 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149812 members 
Mstep: Class 18 contains 11497 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050048.000000 Penalty: 56640.539062
Iteration 373Q: 18 clusters Score -8.005005e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 43783 members 
Mstep: Class 5 contains 19041 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6120 members 
Mstep: Class 8 contains 18598 members 
Mstep: Class 9 contains 223575 members 
Mstep: Class 10 contains 18141 members 
Mstep: Class 11 contains 101881 members 
Mstep: Class 12 contains 39169 members 
Mstep: Class 13 contains 34795 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149825 members 
Mstep: Class 18 contains 11497 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050080.000000 Penalty: 56640.539062
Iteration 374Q: 18 clusters Score -8.005008e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6118 members 
Mstep: Class 4 contains 43781 members 
Mstep: Class 5 contains 19041 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6120 members 
Mstep: Class 8 contains 18615 members 
Mstep: Class 9 contains 223554 members 
Mstep: Class 10 contains 18140 members 
Mstep: Class 11 contains 101871 members 
Mstep: Class 12 contains 39168 members 
Mstep: Class 13 contains 34796 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 149842 members 
Mstep: Class 18 contains 11496 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050120.000000 Penalty: 56640.539062
Iteration 375Q: 18 clusters Score -8.005012e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6119 members 
Mstep: Class 4 contains 43776 members 
Mstep: Class 5 contains 19041 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6120 members 
Mstep: Class 8 contains 18624 members 
Mstep: Class 9 contains 223552 members 
Mstep: Class 10 contains 18138 members 
Mstep: Class 11 contains 101862 members 
Mstep: Class 12 contains 39168 members 
Mstep: Class 13 contains 34795 members 
Mstep: Class 16 contains 3812 members 
Mstep: Class 17 contains 149853 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050104.000000 Penalty: 56640.539062
Iteration 376Q: 18 clusters Score -8.00501e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6119 members 
Mstep: Class 4 contains 43772 members 
Mstep: Class 5 contains 19041 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6119 members 
Mstep: Class 8 contains 18627 members 
Mstep: Class 9 contains 223539 members 
Mstep: Class 10 contains 18135 members 
Mstep: Class 11 contains 101861 members 
Mstep: Class 12 contains 39169 members 
Mstep: Class 13 contains 34795 members 
Mstep: Class 16 contains 3811 members 
Mstep: Class 17 contains 149873 members 
Mstep: Class 18 contains 11494 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050152.000000 Penalty: 56640.539062
Iteration 377Q: 18 clusters Score -8.005015e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6119 members 
Mstep: Class 4 contains 43770 members 
Mstep: Class 5 contains 19041 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6119 members 
Mstep: Class 8 contains 18632 members 
Mstep: Class 9 contains 223521 members 
Mstep: Class 10 contains 18135 members 
Mstep: Class 11 contains 101853 members 
Mstep: Class 12 contains 39171 members 
Mstep: Class 13 contains 34795 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 149898 members 
Mstep: Class 18 contains 11493 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050168.000000 Penalty: 56640.539062
Iteration 378Q: 18 clusters Score -8.005017e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43767 members 
Mstep: Class 5 contains 19041 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6119 members 
Mstep: Class 8 contains 18638 members 
Mstep: Class 9 contains 223519 members 
Mstep: Class 10 contains 18135 members 
Mstep: Class 11 contains 101848 members 
Mstep: Class 12 contains 39174 members 
Mstep: Class 13 contains 34793 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 149900 members 
Mstep: Class 18 contains 11494 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050176.000000 Penalty: 56640.539062
Iteration 379Q: 18 clusters Score -8.005018e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43766 members 
Mstep: Class 5 contains 19041 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18640 members 
Mstep: Class 9 contains 223501 members 
Mstep: Class 10 contains 18135 members 
Mstep: Class 11 contains 101840 members 
Mstep: Class 12 contains 39178 members 
Mstep: Class 13 contains 34792 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 149923 members 
Mstep: Class 18 contains 11494 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050192.000000 Penalty: 56640.539062
Iteration 380F: 18 clusters Score -8.005019e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43767 members 
Mstep: Class 5 contains 19041 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18643 members 
Mstep: Class 9 contains 223498 members 
Mstep: Class 10 contains 18135 members 
Mstep: Class 11 contains 101832 members 
Mstep: Class 12 contains 39180 members 
Mstep: Class 13 contains 34792 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 149929 members 
Mstep: Class 18 contains 11493 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050192.000000 Penalty: 56640.539062
Iteration 381Q: 18 clusters Score -8.005019e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43769 members 
Mstep: Class 5 contains 19041 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18644 members 
Mstep: Class 9 contains 223490 members 
Mstep: Class 10 contains 18135 members 
Mstep: Class 11 contains 101821 members 
Mstep: Class 12 contains 39184 members 
Mstep: Class 13 contains 34791 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 149943 members 
Mstep: Class 18 contains 11492 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050168.000000 Penalty: 56640.539062
Iteration 382Q: 18 clusters Score -8.005017e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43765 members 
Mstep: Class 5 contains 19041 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18648 members 
Mstep: Class 9 contains 223493 members 
Mstep: Class 10 contains 18135 members 
Mstep: Class 11 contains 101812 members 
Mstep: Class 12 contains 39186 members 
Mstep: Class 13 contains 34790 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 149949 members 
Mstep: Class 18 contains 11492 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050176.000000 Penalty: 56640.539062
Iteration 383Q: 18 clusters Score -8.005018e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43762 members 
Mstep: Class 5 contains 19041 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18653 members 
Mstep: Class 9 contains 223494 members 
Mstep: Class 10 contains 18135 members 
Mstep: Class 11 contains 101807 members 
Mstep: Class 12 contains 39186 members 
Mstep: Class 13 contains 34789 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 149953 members 
Mstep: Class 18 contains 11491 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050128.000000 Penalty: 56640.539062
Iteration 384Q: 18 clusters Score -8.005013e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 6121 members 
Mstep: Class 4 contains 43762 members 
Mstep: Class 5 contains 19041 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18660 members 
Mstep: Class 9 contains 223493 members 
Mstep: Class 10 contains 18135 members 
Mstep: Class 11 contains 101798 members 
Mstep: Class 12 contains 39186 members 
Mstep: Class 13 contains 34789 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 149956 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050168.000000 Penalty: 56640.539062
Iteration 385Q: 18 clusters Score -8.005017e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 6121 members 
Mstep: Class 4 contains 43762 members 
Mstep: Class 5 contains 19041 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18666 members 
Mstep: Class 9 contains 223488 members 
Mstep: Class 10 contains 18135 members 
Mstep: Class 11 contains 101790 members 
Mstep: Class 12 contains 39186 members 
Mstep: Class 13 contains 34789 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 149963 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050168.000000 Penalty: 56640.539062
Iteration 386Q: 18 clusters Score -8.005017e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43761 members 
Mstep: Class 5 contains 19041 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18668 members 
Mstep: Class 9 contains 223480 members 
Mstep: Class 10 contains 18136 members 
Mstep: Class 11 contains 101789 members 
Mstep: Class 12 contains 39187 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 149971 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050168.000000 Penalty: 56640.539062
Iteration 387Q: 18 clusters Score -8.005017e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43758 members 
Mstep: Class 5 contains 19041 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18673 members 
Mstep: Class 9 contains 223474 members 
Mstep: Class 10 contains 18137 members 
Mstep: Class 11 contains 101789 members 
Mstep: Class 12 contains 39189 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 149972 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050200.000000 Penalty: 56640.539062
Iteration 388Q: 18 clusters Score -8.00502e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43758 members 
Mstep: Class 5 contains 19041 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18678 members 
Mstep: Class 9 contains 223470 members 
Mstep: Class 10 contains 18139 members 
Mstep: Class 11 contains 101788 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 149969 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050168.000000 Penalty: 56640.539062
Iteration 389Q: 18 clusters Score -8.005017e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43756 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18679 members 
Mstep: Class 9 contains 223466 members 
Mstep: Class 10 contains 18138 members 
Mstep: Class 11 contains 101788 members 
Mstep: Class 12 contains 39191 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 149973 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050152.000000 Penalty: 56640.539062
Iteration 390Q: 18 clusters Score -8.005015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43753 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18679 members 
Mstep: Class 9 contains 223467 members 
Mstep: Class 10 contains 18137 members 
Mstep: Class 11 contains 101788 members 
Mstep: Class 12 contains 39191 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 149975 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050160.000000 Penalty: 56640.539062
Iteration 391Q: 18 clusters Score -8.005016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43753 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18679 members 
Mstep: Class 9 contains 223468 members 
Mstep: Class 10 contains 18137 members 
Mstep: Class 11 contains 101785 members 
Mstep: Class 12 contains 39191 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 149977 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050168.000000 Penalty: 56640.539062
Iteration 392Q: 18 clusters Score -8.005017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43752 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18679 members 
Mstep: Class 9 contains 223468 members 
Mstep: Class 10 contains 18137 members 
Mstep: Class 11 contains 101783 members 
Mstep: Class 12 contains 39191 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 149980 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050136.000000 Penalty: 56640.539062
Iteration 393Q: 18 clusters Score -8.005014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43752 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18679 members 
Mstep: Class 9 contains 223466 members 
Mstep: Class 10 contains 18137 members 
Mstep: Class 11 contains 101781 members 
Mstep: Class 12 contains 39192 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 149983 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050128.000000 Penalty: 56640.539062
Iteration 394Q: 18 clusters Score -8.005013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43750 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18679 members 
Mstep: Class 9 contains 223462 members 
Mstep: Class 10 contains 18136 members 
Mstep: Class 11 contains 101781 members 
Mstep: Class 12 contains 39193 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 149989 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050152.000000 Penalty: 56640.539062
Iteration 395Q: 18 clusters Score -8.005015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43748 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18679 members 
Mstep: Class 9 contains 223463 members 
Mstep: Class 10 contains 18136 members 
Mstep: Class 11 contains 101781 members 
Mstep: Class 12 contains 39193 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 149990 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050176.000000 Penalty: 56640.539062
Iteration 396Q: 18 clusters Score -8.005018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43747 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18679 members 
Mstep: Class 9 contains 223466 members 
Mstep: Class 10 contains 18135 members 
Mstep: Class 11 contains 101780 members 
Mstep: Class 12 contains 39192 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3806 members 
Mstep: Class 17 contains 149992 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050176.000000 Penalty: 56640.539062
Iteration 397Q: 18 clusters Score -8.005018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43746 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18679 members 
Mstep: Class 9 contains 223464 members 
Mstep: Class 10 contains 18135 members 
Mstep: Class 11 contains 101779 members 
Mstep: Class 12 contains 39191 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 149998 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050168.000000 Penalty: 56640.539062
Iteration 398Q: 18 clusters Score -8.005017e+07 nChanged 12
Entering ConstructFrom: 
Score: -80050168.000000 Penalty: 56640.539062
Entering ConstructFrom: 
Trying to split cluster 1 (1975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Entering Unmasked Estep 
Score: -212300.515625 Penalty: 1881.904297
	Iteration 0F: 2 clusters Score -212300.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -209724.546875 Penalty: 3763.808594
	Iteration 0F: 3 clusters Score -209724.5 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -210436.062500 Penalty: 3763.808594
	Iteration 1F: 3 clusters Score -210436.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -210767.281250 Penalty: 3763.808594
	Iteration 2F: 3 clusters Score -210767.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -211123.593750 Penalty: 3763.808594
	Iteration 3F: 3 clusters Score -211123.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -211588.109375 Penalty: 3763.808594
	Iteration 4F: 3 clusters Score -211588.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -211877.281250 Penalty: 3763.808594
	Iteration 5F: 3 clusters Score -211877.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -212006.406250 Penalty: 3763.808594
	Iteration 6Q: 3 clusters Score -212006.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -212041.968750 Penalty: 3763.808594
	Iteration 7Q: 3 clusters Score -212042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -212058.234375 Penalty: 3763.808594
	Iteration 8Q: 3 clusters Score -212058.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -212070.828125 Penalty: 3763.808594
	Iteration 9Q: 3 clusters Score -212070.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -212083.812500 Penalty: 3763.808594
	Iteration 10Q: 3 clusters Score -212083.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -212098.296875 Penalty: 3763.808594
	Iteration 11Q: 3 clusters Score -212098.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -212103.968750 Penalty: 3763.808594
	Iteration 12Q: 3 clusters Score -212104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -212112.000000 Penalty: 3763.808594
	Iteration 13Q: 3 clusters Score -212112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -212119.546875 Penalty: 3763.808594
	Iteration 14Q: 3 clusters Score -212119.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -212122.937500 Penalty: 3763.808594
	Iteration 15Q: 3 clusters Score -212122.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -212126.890625 Penalty: 3763.808594
	Iteration 16Q: 3 clusters Score -212126.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -212132.031250 Penalty: 3763.808594
	Iteration 17Q: 3 clusters Score -212132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -212139.406250 Penalty: 3763.808594
	Iteration 18Q: 3 clusters Score -212139.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -212144.500000 Penalty: 3763.808594
	Iteration 19Q: 3 clusters Score -212144.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -212153.453125 Penalty: 3763.808594
	Iteration 20F: 3 clusters Score -212153.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -212158.718750 Penalty: 3763.808594
	Iteration 21Q: 3 clusters Score -212158.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -212162.609375 Penalty: 3763.808594
	Iteration 22Q: 3 clusters Score -212162.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -212164.375000 Penalty: 3763.808594
	Iteration 23Q: 3 clusters Score -212164.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -212166.171875 Penalty: 3763.808594
	Iteration 24Q: 3 clusters Score -212166.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -212168.312500 Penalty: 3763.808594
	Iteration 25Q: 3 clusters Score -212168.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -212170.875000 Penalty: 3763.808594
	Iteration 26Q: 3 clusters Score -212170.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -212172.875000 Penalty: 3763.808594
	Iteration 27Q: 3 clusters Score -212172.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -212174.187500 Penalty: 3763.808594
	Iteration 28Q: 3 clusters Score -212174.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -212176.093750 Penalty: 3763.808594
	Iteration 29Q: 3 clusters Score -212176.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -212183.000000 Penalty: 3763.808594
	Iteration 30Q: 3 clusters Score -212183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -212197.265625 Penalty: 3763.808594
	Iteration 31Q: 3 clusters Score -212197.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -212207.875000 Penalty: 3763.808594
	Iteration 32Q: 3 clusters Score -212207.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -212229.406250 Penalty: 3763.808594
	Iteration 33Q: 3 clusters Score -212229.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -212244.000000 Penalty: 3763.808594
	Iteration 34Q: 3 clusters Score -212244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -212255.859375 Penalty: 3763.808594
	Iteration 35Q: 3 clusters Score -212255.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -212267.421875 Penalty: 3763.808594
	Iteration 36Q: 3 clusters Score -212267.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -212307.562500 Penalty: 3763.808594
	Iteration 37Q: 3 clusters Score -212307.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -212398.062500 Penalty: 3763.808594
	Iteration 38Q: 3 clusters Score -212398.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -212518.250000 Penalty: 3763.808594
	Iteration 39Q: 3 clusters Score -212518.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -212648.343750 Penalty: 3763.808594
	Iteration 40F: 3 clusters Score -212648.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -212660.687500 Penalty: 3763.808594
	Iteration 41Q: 3 clusters Score -212660.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -212660.953125 Penalty: 3763.808594
	Iteration 42Q: 3 clusters Score -212661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -212660.953125 Penalty: 3763.808594
	Iteration 43F: 3 clusters Score -212661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43742 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18679 members 
Mstep: Class 9 contains 223465 members 
Mstep: Class 10 contains 18135 members 
Mstep: Class 11 contains 101776 members 
Mstep: Class 12 contains 39191 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 14 contains 1256 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150004 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
Score: -80048960.000000 Penalty: 59972.335938
Splitting cluster 1 changes total score from -80050168.000000 to -80048960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -236080.203125 Penalty: 1896.769165
	Iteration 0F: 2 clusters Score -236080.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -233481.609375 Penalty: 3793.538330
	Iteration 0F: 3 clusters Score -233481.6 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -234027.312500 Penalty: 3793.538330
	Iteration 1F: 3 clusters Score -234027.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -234292.140625 Penalty: 3793.538330
	Iteration 2F: 3 clusters Score -234292.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -234470.234375 Penalty: 3793.538330
	Iteration 3F: 3 clusters Score -234470.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -234673.921875 Penalty: 3793.538330
	Iteration 4F: 3 clusters Score -234673.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -234882.640625 Penalty: 3793.538330
	Iteration 5Q: 3 clusters Score -234882.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -234988.890625 Penalty: 3793.538330
	Iteration 6Q: 3 clusters Score -234988.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -235045.984375 Penalty: 3793.538330
	Iteration 7Q: 3 clusters Score -235046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -235102.437500 Penalty: 3793.538330
	Iteration 8Q: 3 clusters Score -235102.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -235130.484375 Penalty: 3793.538330
	Iteration 9Q: 3 clusters Score -235130.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -235150.734375 Penalty: 3793.538330
	Iteration 10Q: 3 clusters Score -235150.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -235164.578125 Penalty: 3793.538330
	Iteration 11Q: 3 clusters Score -235164.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -235179.140625 Penalty: 3793.538330
	Iteration 12Q: 3 clusters Score -235179.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -235196.640625 Penalty: 3793.538330
	Iteration 13Q: 3 clusters Score -235196.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -235209.796875 Penalty: 3793.538330
	Iteration 14Q: 3 clusters Score -235209.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -235222.390625 Penalty: 3793.538330
	Iteration 15Q: 3 clusters Score -235222.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -235240.671875 Penalty: 3793.538330
	Iteration 16Q: 3 clusters Score -235240.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -235261.671875 Penalty: 3793.538330
	Iteration 17Q: 3 clusters Score -235261.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -235284.859375 Penalty: 3793.538330
	Iteration 18Q: 3 clusters Score -235284.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -235312.875000 Penalty: 3793.538330
	Iteration 19Q: 3 clusters Score -235312.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -235389.890625 Penalty: 3793.538330
	Iteration 20F: 3 clusters Score -235389.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -235507.562500 Penalty: 3793.538330
	Iteration 21Q: 3 clusters Score -235507.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -235565.875000 Penalty: 3793.538330
	Iteration 22Q: 3 clusters Score -235565.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -235607.359375 Penalty: 3793.538330
	Iteration 23Q: 3 clusters Score -235607.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -235625.125000 Penalty: 3793.538330
	Iteration 24Q: 3 clusters Score -235625.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -235640.421875 Penalty: 3793.538330
	Iteration 25Q: 3 clusters Score -235640.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -235659.968750 Penalty: 3793.538330
	Iteration 26Q: 3 clusters Score -235660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -235677.343750 Penalty: 3793.538330
	Iteration 27Q: 3 clusters Score -235677.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -235696.046875 Penalty: 3793.538330
	Iteration 28Q: 3 clusters Score -235696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -235713.140625 Penalty: 3793.538330
	Iteration 29Q: 3 clusters Score -235713.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -235726.671875 Penalty: 3793.538330
	Iteration 30Q: 3 clusters Score -235726.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -235736.531250 Penalty: 3793.538330
	Iteration 31Q: 3 clusters Score -235736.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -235738.312500 Penalty: 3793.538330
	Iteration 32Q: 3 clusters Score -235738.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -235744.218750 Penalty: 3793.538330
	Iteration 33Q: 3 clusters Score -235744.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -235749.968750 Penalty: 3793.538330
	Iteration 34Q: 3 clusters Score -235750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -235752.968750 Penalty: 3793.538330
	Iteration 35Q: 3 clusters Score -235753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -235755.968750 Penalty: 3793.538330
	Iteration 36Q: 3 clusters Score -235756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -235757.609375 Penalty: 3793.538330
	Iteration 37Q: 3 clusters Score -235757.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -235759.562500 Penalty: 3793.538330
	Iteration 38Q: 3 clusters Score -235759.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -235763.140625 Penalty: 3793.538330
	Iteration 39Q: 3 clusters Score -235763.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -235766.546875 Penalty: 3793.538330
	Iteration 40F: 3 clusters Score -235766.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -235769.109375 Penalty: 3793.538330
	Iteration 41Q: 3 clusters Score -235769.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -235771.734375 Penalty: 3793.538330
	Iteration 42Q: 3 clusters Score -235771.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -235774.250000 Penalty: 3793.538330
	Iteration 43Q: 3 clusters Score -235774.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -235776.000000 Penalty: 3793.538330
	Iteration 44Q: 3 clusters Score -235776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -235776.625000 Penalty: 3793.538330
	Iteration 45Q: 3 clusters Score -235776.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -235776.875000 Penalty: 3793.538330
	Iteration 46Q: 3 clusters Score -235776.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -235776.875000 Penalty: 3793.538330
	Iteration 47F: 3 clusters Score -235776.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Entering Unmasked Estep 
Score: -741516.437500 Penalty: 2162.390625
	Iteration 0F: 2 clusters Score -741516.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -736262.875000 Penalty: 4324.781250
	Iteration 0F: 3 clusters Score -736262.9 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -737595.687500 Penalty: 4324.781250
	Iteration 1F: 3 clusters Score -737595.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -737850.812500 Penalty: 4324.781250
	Iteration 2F: 3 clusters Score -737850.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -738093.437500 Penalty: 4324.781250
	Iteration 3F: 3 clusters Score -738093.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -738329.625000 Penalty: 4324.781250
	Iteration 4Q: 3 clusters Score -738329.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -738543.562500 Penalty: 4324.781250
	Iteration 5F: 3 clusters Score -738543.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -738752.000000 Penalty: 4324.781250
	Iteration 6F: 3 clusters Score -738752 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -738932.375000 Penalty: 4324.781250
	Iteration 7Q: 3 clusters Score -738932.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -739127.312500 Penalty: 4324.781250
	Iteration 8Q: 3 clusters Score -739127.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -739358.187500 Penalty: 4324.781250
	Iteration 9Q: 3 clusters Score -739358.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -739646.875000 Penalty: 4324.781250
	Iteration 10F: 3 clusters Score -739646.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -739973.312500 Penalty: 4324.781250
	Iteration 11F: 3 clusters Score -739973.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -740242.125000 Penalty: 4324.781250
	Iteration 12Q: 3 clusters Score -740242.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -740478.062500 Penalty: 4324.781250
	Iteration 13Q: 3 clusters Score -740478.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -740627.812500 Penalty: 4324.781250
	Iteration 14Q: 3 clusters Score -740627.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -740727.125000 Penalty: 4324.781250
	Iteration 15Q: 3 clusters Score -740727.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -740799.000000 Penalty: 4324.781250
	Iteration 16Q: 3 clusters Score -740799 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -740848.250000 Penalty: 4324.781250
	Iteration 17Q: 3 clusters Score -740848.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -740884.312500 Penalty: 4324.781250
	Iteration 18Q: 3 clusters Score -740884.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -740906.062500 Penalty: 4324.781250
	Iteration 19Q: 3 clusters Score -740906.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -740925.125000 Penalty: 4324.781250
	Iteration 20F: 3 clusters Score -740925.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -740943.062500 Penalty: 4324.781250
	Iteration 21Q: 3 clusters Score -740943.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -740957.187500 Penalty: 4324.781250
	Iteration 22Q: 3 clusters Score -740957.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -740968.125000 Penalty: 4324.781250
	Iteration 23Q: 3 clusters Score -740968.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -740975.437500 Penalty: 4324.781250
	Iteration 24Q: 3 clusters Score -740975.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -740980.500000 Penalty: 4324.781250
	Iteration 25Q: 3 clusters Score -740980.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -740981.375000 Penalty: 4324.781250
	Iteration 26Q: 3 clusters Score -740981.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -740980.937500 Penalty: 4324.781250
	Iteration 27Q: 3 clusters Score -740980.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -740981.625000 Penalty: 4324.781250
	Iteration 28Q: 3 clusters Score -740981.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -740983.562500 Penalty: 4324.781250
	Iteration 29Q: 3 clusters Score -740983.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -740983.562500 Penalty: 4324.781250
	Iteration 30F: 3 clusters Score -740983.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Entering Unmasked Estep 
Score: -5106786.000000 Penalty: 2650.143799
	Iteration 0F: 2 clusters Score -5106786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -5077182.500000 Penalty: 5300.287598
	Iteration 0F: 3 clusters Score -5077182 nChanged 20127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -5088196.000000 Penalty: 5300.287598
	Iteration 1F: 3 clusters Score -5088196 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -5088634.500000 Penalty: 5300.287598
	Iteration 2Q: 3 clusters Score -5088634 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -5089069.500000 Penalty: 5300.287598
	Iteration 3Q: 3 clusters Score -5089070 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -5089522.500000 Penalty: 5300.287598
	Iteration 4Q: 3 clusters Score -5089522 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -5089983.500000 Penalty: 5300.287598
	Iteration 5Q: 3 clusters Score -5089984 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -5090424.000000 Penalty: 5300.287598
	Iteration 6Q: 3 clusters Score -5090424 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -5091102.500000 Penalty: 5300.287598
	Iteration 7Q: 3 clusters Score -5091102 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -5092002.500000 Penalty: 5300.287598
	Iteration 8Q: 3 clusters Score -5092002 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -5093264.500000 Penalty: 5300.287598
	Iteration 9F: 3 clusters Score -5093264 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -5095037.000000 Penalty: 5300.287598
	Iteration 10F: 3 clusters Score -5095037 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -5097327.500000 Penalty: 5300.287598
	Iteration 11F: 3 clusters Score -5097328 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -5099928.500000 Penalty: 5300.287598
	Iteration 12F: 3 clusters Score -5099928 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5102029.000000 Penalty: 5300.287598
	Iteration 13F: 3 clusters Score -5102029 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5103327.000000 Penalty: 5300.287598
	Iteration 14Q: 3 clusters Score -5103327 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5103964.500000 Penalty: 5300.287598
	Iteration 15Q: 3 clusters Score -5103964 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5104255.500000 Penalty: 5300.287598
	Iteration 16Q: 3 clusters Score -5104256 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5104362.000000 Penalty: 5300.287598
	Iteration 17Q: 3 clusters Score -5104362 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5104415.000000 Penalty: 5300.287598
	Iteration 18Q: 3 clusters Score -5104415 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5104458.000000 Penalty: 5300.287598
	Iteration 19Q: 3 clusters Score -5104458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5104491.000000 Penalty: 5300.287598
	Iteration 20F: 3 clusters Score -5104491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5104505.500000 Penalty: 5300.287598
	Iteration 21Q: 3 clusters Score -5104506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5104515.500000 Penalty: 5300.287598
	Iteration 22Q: 3 clusters Score -5104516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5104521.500000 Penalty: 5300.287598
	Iteration 23Q: 3 clusters Score -5104522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5104522.000000 Penalty: 5300.287598
	Iteration 24Q: 3 clusters Score -5104522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5104525.500000 Penalty: 5300.287598
	Iteration 25Q: 3 clusters Score -5104526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5104536.000000 Penalty: 5300.287598
	Iteration 26Q: 3 clusters Score -5104536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5104535.500000 Penalty: 5300.287598
	Iteration 27Q: 3 clusters Score -5104536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5104535.500000 Penalty: 5300.287598
	Iteration 28F: 3 clusters Score -5104536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Entering Unmasked Estep 
Score: -2276209.250000 Penalty: 2443.891846
	Iteration 0F: 2 clusters Score -2276209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2262799.500000 Penalty: 4887.783691
	Iteration 0F: 3 clusters Score -2262800 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2267213.500000 Penalty: 4887.783691
	Iteration 1F: 3 clusters Score -2267214 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2267692.000000 Penalty: 4887.783691
	Iteration 2F: 3 clusters Score -2267692 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2268218.000000 Penalty: 4887.783691
	Iteration 3F: 3 clusters Score -2268218 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2268824.000000 Penalty: 4887.783691
	Iteration 4F: 3 clusters Score -2268824 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2269616.750000 Penalty: 4887.783691
	Iteration 5F: 3 clusters Score -2269617 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2270573.750000 Penalty: 4887.783691
	Iteration 6F: 3 clusters Score -2270574 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2271596.000000 Penalty: 4887.783691
	Iteration 7F: 3 clusters Score -2271596 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2272539.750000 Penalty: 4887.783691
	Iteration 8F: 3 clusters Score -2272540 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2273232.250000 Penalty: 4887.783691
	Iteration 9Q: 3 clusters Score -2273232 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2273820.750000 Penalty: 4887.783691
	Iteration 10Q: 3 clusters Score -2273821 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2274237.750000 Penalty: 4887.783691
	Iteration 11Q: 3 clusters Score -2274238 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2274483.750000 Penalty: 4887.783691
	Iteration 12Q: 3 clusters Score -2274484 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2274641.750000 Penalty: 4887.783691
	Iteration 13Q: 3 clusters Score -2274642 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2274733.750000 Penalty: 4887.783691
	Iteration 14Q: 3 clusters Score -2274734 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2274810.000000 Penalty: 4887.783691
	Iteration 15Q: 3 clusters Score -2274810 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2274864.500000 Penalty: 4887.783691
	Iteration 16Q: 3 clusters Score -2274864 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2274888.500000 Penalty: 4887.783691
	Iteration 17Q: 3 clusters Score -2274888 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2274907.750000 Penalty: 4887.783691
	Iteration 18Q: 3 clusters Score -2274908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2274916.500000 Penalty: 4887.783691
	Iteration 19Q: 3 clusters Score -2274916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2274922.500000 Penalty: 4887.783691
	Iteration 20F: 3 clusters Score -2274922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2274922.250000 Penalty: 4887.783691
	Iteration 21Q: 3 clusters Score -2274922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2274925.000000 Penalty: 4887.783691
	Iteration 22Q: 3 clusters Score -2274925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2274929.500000 Penalty: 4887.783691
	Iteration 23Q: 3 clusters Score -2274930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2274938.500000 Penalty: 4887.783691
	Iteration 24Q: 3 clusters Score -2274938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2274940.750000 Penalty: 4887.783691
	Iteration 25Q: 3 clusters Score -2274941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2274944.500000 Penalty: 4887.783691
	Iteration 26Q: 3 clusters Score -2274944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2274949.000000 Penalty: 4887.783691
	Iteration 27Q: 3 clusters Score -2274949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2274952.000000 Penalty: 4887.783691
	Iteration 28Q: 3 clusters Score -2274952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2274960.000000 Penalty: 4887.783691
	Iteration 29Q: 3 clusters Score -2274960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2274964.750000 Penalty: 4887.783691
	Iteration 30Q: 3 clusters Score -2274965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2274962.000000 Penalty: 4887.783691
	Iteration 31Q: 3 clusters Score -2274962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2274959.750000 Penalty: 4887.783691
	Iteration 32Q: 3 clusters Score -2274960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2274961.500000 Penalty: 4887.783691
	Iteration 33Q: 3 clusters Score -2274962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2274967.500000 Penalty: 4887.783691
	Iteration 34Q: 3 clusters Score -2274968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2274967.250000 Penalty: 4887.783691
	Iteration 35Q: 3 clusters Score -2274967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2274969.500000 Penalty: 4887.783691
	Iteration 36Q: 3 clusters Score -2274970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2274970.500000 Penalty: 4887.783691
	Iteration 37Q: 3 clusters Score -2274970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2274974.250000 Penalty: 4887.783691
	Iteration 38Q: 3 clusters Score -2274974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2274976.000000 Penalty: 4887.783691
	Iteration 39Q: 3 clusters Score -2274976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2274977.500000 Penalty: 4887.783691
	Iteration 40F: 3 clusters Score -2274978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2274978.000000 Penalty: 4887.783691
	Iteration 41Q: 3 clusters Score -2274978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2274981.500000 Penalty: 4887.783691
	Iteration 42Q: 3 clusters Score -2274982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2274983.250000 Penalty: 4887.783691
	Iteration 43Q: 3 clusters Score -2274983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2274985.750000 Penalty: 4887.783691
	Iteration 44Q: 3 clusters Score -2274986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2274993.250000 Penalty: 4887.783691
	Iteration 45Q: 3 clusters Score -2274993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2274993.250000 Penalty: 4887.783691
	Iteration 46Q: 3 clusters Score -2274993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2275002.000000 Penalty: 4887.783691
	Iteration 47Q: 3 clusters Score -2275002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2275012.500000 Penalty: 4887.783691
	Iteration 48Q: 3 clusters Score -2275012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2275014.250000 Penalty: 4887.783691
	Iteration 49Q: 3 clusters Score -2275014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2275014.000000 Penalty: 4887.783691
	Iteration 50Q: 3 clusters Score -2275014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2275024.250000 Penalty: 4887.783691
	Iteration 51Q: 3 clusters Score -2275024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2275028.750000 Penalty: 4887.783691
	Iteration 52Q: 3 clusters Score -2275029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2275045.000000 Penalty: 4887.783691
	Iteration 53Q: 3 clusters Score -2275045 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2275067.250000 Penalty: 4887.783691
	Iteration 54Q: 3 clusters Score -2275067 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2275088.000000 Penalty: 4887.783691
	Iteration 55Q: 3 clusters Score -2275088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2275110.500000 Penalty: 4887.783691
	Iteration 56Q: 3 clusters Score -2275110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2275119.000000 Penalty: 4887.783691
	Iteration 57Q: 3 clusters Score -2275119 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2275146.000000 Penalty: 4887.783691
	Iteration 58Q: 3 clusters Score -2275146 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2275181.000000 Penalty: 4887.783691
	Iteration 59Q: 3 clusters Score -2275181 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2275192.000000 Penalty: 4887.783691
	Iteration 60F: 3 clusters Score -2275192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2275214.250000 Penalty: 4887.783691
	Iteration 61Q: 3 clusters Score -2275214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2275238.500000 Penalty: 4887.783691
	Iteration 62Q: 3 clusters Score -2275238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2275252.500000 Penalty: 4887.783691
	Iteration 63Q: 3 clusters Score -2275252 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2275267.000000 Penalty: 4887.783691
	Iteration 64Q: 3 clusters Score -2275267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2275268.250000 Penalty: 4887.783691
	Iteration 65Q: 3 clusters Score -2275268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2275280.750000 Penalty: 4887.783691
	Iteration 66Q: 3 clusters Score -2275281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2275286.250000 Penalty: 4887.783691
	Iteration 67Q: 3 clusters Score -2275286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2275291.500000 Penalty: 4887.783691
	Iteration 68Q: 3 clusters Score -2275292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2275294.000000 Penalty: 4887.783691
	Iteration 69Q: 3 clusters Score -2275294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2275298.500000 Penalty: 4887.783691
	Iteration 70Q: 3 clusters Score -2275298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2275294.250000 Penalty: 4887.783691
	Iteration 71Q: 3 clusters Score -2275294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2275294.250000 Penalty: 4887.783691
	Iteration 72F: 3 clusters Score -2275294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -56940.867188 Penalty: 1572.846191
	Iteration 0F: 2 clusters Score -56940.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -55353.347656 Penalty: 3145.692383
	Iteration 0F: 3 clusters Score -55353.35 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55657.046875 Penalty: 3145.692383
	Iteration 1F: 3 clusters Score -55657.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -55761.472656 Penalty: 3145.692383
	Iteration 2F: 3 clusters Score -55761.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -55804.214844 Penalty: 3145.692383
	Iteration 3Q: 3 clusters Score -55804.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -55835.136719 Penalty: 3145.692383
	Iteration 4Q: 3 clusters Score -55835.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -55856.792969 Penalty: 3145.692383
	Iteration 5Q: 3 clusters Score -55856.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -55869.699219 Penalty: 3145.692383
	Iteration 6Q: 3 clusters Score -55869.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55891.625000 Penalty: 3145.692383
	Iteration 7Q: 3 clusters Score -55891.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -55909.472656 Penalty: 3145.692383
	Iteration 8Q: 3 clusters Score -55909.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -55932.394531 Penalty: 3145.692383
	Iteration 9Q: 3 clusters Score -55932.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -55967.292969 Penalty: 3145.692383
	Iteration 10Q: 3 clusters Score -55967.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55997.503906 Penalty: 3145.692383
	Iteration 11Q: 3 clusters Score -55997.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56007.949219 Penalty: 3145.692383
	Iteration 12Q: 3 clusters Score -56007.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56022.843750 Penalty: 3145.692383
	Iteration 13Q: 3 clusters Score -56022.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56031.351562 Penalty: 3145.692383
	Iteration 14Q: 3 clusters Score -56031.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -56044.769531 Penalty: 3145.692383
	Iteration 15Q: 3 clusters Score -56044.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -56070.890625 Penalty: 3145.692383
	Iteration 16Q: 3 clusters Score -56070.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -56110.105469 Penalty: 3145.692383
	Iteration 17Q: 3 clusters Score -56110.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56147.527344 Penalty: 3145.692383
	Iteration 18Q: 3 clusters Score -56147.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56177.976562 Penalty: 3145.692383
	Iteration 19Q: 3 clusters Score -56177.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -56218.835938 Penalty: 3145.692383
	Iteration 20F: 3 clusters Score -56218.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56270.964844 Penalty: 3145.692383
	Iteration 21Q: 3 clusters Score -56270.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56320.203125 Penalty: 3145.692383
	Iteration 22Q: 3 clusters Score -56320.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -56340.148438 Penalty: 3145.692383
	Iteration 23Q: 3 clusters Score -56340.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56375.601562 Penalty: 3145.692383
	Iteration 24Q: 3 clusters Score -56375.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56409.996094 Penalty: 3145.692383
	Iteration 25Q: 3 clusters Score -56410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56429.347656 Penalty: 3145.692383
	Iteration 26Q: 3 clusters Score -56429.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -56456.910156 Penalty: 3145.692383
	Iteration 27Q: 3 clusters Score -56456.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56489.855469 Penalty: 3145.692383
	Iteration 28Q: 3 clusters Score -56489.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56512.636719 Penalty: 3145.692383
	Iteration 29Q: 3 clusters Score -56512.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -56567.003906 Penalty: 3145.692383
	Iteration 30Q: 3 clusters Score -56567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -56703.503906 Penalty: 3145.692383
	Iteration 31Q: 3 clusters Score -56703.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -56749.945312 Penalty: 3145.692383
	Iteration 32Q: 3 clusters Score -56749.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -56785.855469 Penalty: 3145.692383
	Iteration 33Q: 3 clusters Score -56785.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56795.183594 Penalty: 3145.692383
	Iteration 34Q: 3 clusters Score -56795.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56795.183594 Penalty: 3145.692383
	Iteration 35F: 3 clusters Score -56795.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Entering Unmasked Estep 
Score: -684958.250000 Penalty: 2162.309570
	Iteration 0F: 2 clusters Score -684958.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -679865.187500 Penalty: 4324.619141
	Iteration 0F: 3 clusters Score -679865.2 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -681775.937500 Penalty: 4324.619141
	Iteration 1F: 3 clusters Score -681775.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -682342.000000 Penalty: 4324.619141
	Iteration 2F: 3 clusters Score -682342 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -682660.437500 Penalty: 4324.619141
	Iteration 3F: 3 clusters Score -682660.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -682880.937500 Penalty: 4324.619141
	Iteration 4F: 3 clusters Score -682880.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -683047.875000 Penalty: 4324.619141
	Iteration 5Q: 3 clusters Score -683047.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -683193.187500 Penalty: 4324.619141
	Iteration 6Q: 3 clusters Score -683193.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -683386.250000 Penalty: 4324.619141
	Iteration 7Q: 3 clusters Score -683386.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -683541.187500 Penalty: 4324.619141
	Iteration 8Q: 3 clusters Score -683541.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -683633.375000 Penalty: 4324.619141
	Iteration 9Q: 3 clusters Score -683633.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -683706.125000 Penalty: 4324.619141
	Iteration 10Q: 3 clusters Score -683706.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -683744.375000 Penalty: 4324.619141
	Iteration 11Q: 3 clusters Score -683744.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -683772.000000 Penalty: 4324.619141
	Iteration 12Q: 3 clusters Score -683772 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -683807.750000 Penalty: 4324.619141
	Iteration 13Q: 3 clusters Score -683807.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -683841.062500 Penalty: 4324.619141
	Iteration 14Q: 3 clusters Score -683841.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -683890.312500 Penalty: 4324.619141
	Iteration 15Q: 3 clusters Score -683890.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -683935.812500 Penalty: 4324.619141
	Iteration 16Q: 3 clusters Score -683935.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -683974.375000 Penalty: 4324.619141
	Iteration 17Q: 3 clusters Score -683974.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -684000.750000 Penalty: 4324.619141
	Iteration 18Q: 3 clusters Score -684000.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -684028.062500 Penalty: 4324.619141
	Iteration 19Q: 3 clusters Score -684028.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -684056.562500 Penalty: 4324.619141
	Iteration 20F: 3 clusters Score -684056.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -684088.687500 Penalty: 4324.619141
	Iteration 21Q: 3 clusters Score -684088.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -684109.625000 Penalty: 4324.619141
	Iteration 22Q: 3 clusters Score -684109.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -684128.437500 Penalty: 4324.619141
	Iteration 23Q: 3 clusters Score -684128.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -684148.187500 Penalty: 4324.619141
	Iteration 24Q: 3 clusters Score -684148.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -684170.000000 Penalty: 4324.619141
	Iteration 25Q: 3 clusters Score -684170 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -684195.500000 Penalty: 4324.619141
	Iteration 26Q: 3 clusters Score -684195.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -684217.437500 Penalty: 4324.619141
	Iteration 27Q: 3 clusters Score -684217.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -684234.125000 Penalty: 4324.619141
	Iteration 28Q: 3 clusters Score -684234.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -684254.437500 Penalty: 4324.619141
	Iteration 29Q: 3 clusters Score -684254.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -684275.125000 Penalty: 4324.619141
	Iteration 30Q: 3 clusters Score -684275.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -684300.750000 Penalty: 4324.619141
	Iteration 31Q: 3 clusters Score -684300.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -684332.437500 Penalty: 4324.619141
	Iteration 32Q: 3 clusters Score -684332.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -684363.000000 Penalty: 4324.619141
	Iteration 33Q: 3 clusters Score -684363 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -684390.937500 Penalty: 4324.619141
	Iteration 34Q: 3 clusters Score -684390.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -684423.000000 Penalty: 4324.619141
	Iteration 35Q: 3 clusters Score -684423 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -684451.000000 Penalty: 4324.619141
	Iteration 36Q: 3 clusters Score -684451 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -684471.500000 Penalty: 4324.619141
	Iteration 37Q: 3 clusters Score -684471.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -684499.687500 Penalty: 4324.619141
	Iteration 38Q: 3 clusters Score -684499.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -684527.625000 Penalty: 4324.619141
	Iteration 39Q: 3 clusters Score -684527.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -684555.562500 Penalty: 4324.619141
	Iteration 40F: 3 clusters Score -684555.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -684577.562500 Penalty: 4324.619141
	Iteration 41Q: 3 clusters Score -684577.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -684595.187500 Penalty: 4324.619141
	Iteration 42Q: 3 clusters Score -684595.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -684609.750000 Penalty: 4324.619141
	Iteration 43Q: 3 clusters Score -684609.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -684626.000000 Penalty: 4324.619141
	Iteration 44Q: 3 clusters Score -684626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -684644.375000 Penalty: 4324.619141
	Iteration 45Q: 3 clusters Score -684644.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -684658.062500 Penalty: 4324.619141
	Iteration 46Q: 3 clusters Score -684658.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -684673.437500 Penalty: 4324.619141
	Iteration 47Q: 3 clusters Score -684673.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -684688.187500 Penalty: 4324.619141
	Iteration 48Q: 3 clusters Score -684688.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -684697.312500 Penalty: 4324.619141
	Iteration 49Q: 3 clusters Score -684697.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -684707.312500 Penalty: 4324.619141
	Iteration 50Q: 3 clusters Score -684707.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -684718.000000 Penalty: 4324.619141
	Iteration 51Q: 3 clusters Score -684718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -684722.250000 Penalty: 4324.619141
	Iteration 52Q: 3 clusters Score -684722.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -684725.125000 Penalty: 4324.619141
	Iteration 53Q: 3 clusters Score -684725.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -684728.000000 Penalty: 4324.619141
	Iteration 54Q: 3 clusters Score -684728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -684731.625000 Penalty: 4324.619141
	Iteration 55Q: 3 clusters Score -684731.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -684733.250000 Penalty: 4324.619141
	Iteration 56Q: 3 clusters Score -684733.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -684734.312500 Penalty: 4324.619141
	Iteration 57Q: 3 clusters Score -684734.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -684737.312500 Penalty: 4324.619141
	Iteration 58Q: 3 clusters Score -684737.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -684741.875000 Penalty: 4324.619141
	Iteration 59Q: 3 clusters Score -684741.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -684745.625000 Penalty: 4324.619141
	Iteration 60F: 3 clusters Score -684745.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -684746.312500 Penalty: 4324.619141
	Iteration 61Q: 3 clusters Score -684746.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -684748.437500 Penalty: 4324.619141
	Iteration 62Q: 3 clusters Score -684748.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -684748.500000 Penalty: 4324.619141
	Iteration 63Q: 3 clusters Score -684748.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -684750.000000 Penalty: 4324.619141
	Iteration 64Q: 3 clusters Score -684750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -684752.500000 Penalty: 4324.619141
	Iteration 65Q: 3 clusters Score -684752.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -684753.500000 Penalty: 4324.619141
	Iteration 66Q: 3 clusters Score -684753.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -684752.812500 Penalty: 4324.619141
	Iteration 67Q: 3 clusters Score -684752.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -684754.687500 Penalty: 4324.619141
	Iteration 68Q: 3 clusters Score -684754.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -684757.937500 Penalty: 4324.619141
	Iteration 69Q: 3 clusters Score -684757.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -684762.062500 Penalty: 4324.619141
	Iteration 70Q: 3 clusters Score -684762.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -684762.062500 Penalty: 4324.619141
	Iteration 71Q: 3 clusters Score -684762.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -684763.000000 Penalty: 4324.619141
	Iteration 72Q: 3 clusters Score -684763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -684764.125000 Penalty: 4324.619141
	Iteration 73Q: 3 clusters Score -684764.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -684765.125000 Penalty: 4324.619141
	Iteration 74Q: 3 clusters Score -684765.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -684766.187500 Penalty: 4324.619141
	Iteration 75Q: 3 clusters Score -684766.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -684766.187500 Penalty: 4324.619141
	Iteration 76F: 3 clusters Score -684766.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Entering Unmasked Estep 
Score: -2272906.750000 Penalty: 2439.118652
	Iteration 0F: 2 clusters Score -2272907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2259825.750000 Penalty: 4878.237305
	Iteration 0F: 3 clusters Score -2259826 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2265221.500000 Penalty: 4878.237305
	Iteration 1F: 3 clusters Score -2265222 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2266800.250000 Penalty: 4878.237305
	Iteration 2F: 3 clusters Score -2266800 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2268688.500000 Penalty: 4878.237305
	Iteration 3F: 3 clusters Score -2268688 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -2270209.000000 Penalty: 4878.237305
	Iteration 4F: 3 clusters Score -2270209 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2271154.750000 Penalty: 4878.237305
	Iteration 5F: 3 clusters Score -2271155 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2271733.500000 Penalty: 4878.237305
	Iteration 6Q: 3 clusters Score -2271734 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2272051.250000 Penalty: 4878.237305
	Iteration 7Q: 3 clusters Score -2272051 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2272260.750000 Penalty: 4878.237305
	Iteration 8Q: 3 clusters Score -2272261 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2272418.500000 Penalty: 4878.237305
	Iteration 9Q: 3 clusters Score -2272418 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2272528.250000 Penalty: 4878.237305
	Iteration 10Q: 3 clusters Score -2272528 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2272608.000000 Penalty: 4878.237305
	Iteration 11Q: 3 clusters Score -2272608 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -2272671.250000 Penalty: 4878.237305
	Iteration 12Q: 3 clusters Score -2272671 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2272732.750000 Penalty: 4878.237305
	Iteration 13Q: 3 clusters Score -2272733 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2272782.500000 Penalty: 4878.237305
	Iteration 14Q: 3 clusters Score -2272782 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2272815.000000 Penalty: 4878.237305
	Iteration 15Q: 3 clusters Score -2272815 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2272833.500000 Penalty: 4878.237305
	Iteration 16Q: 3 clusters Score -2272834 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2272849.750000 Penalty: 4878.237305
	Iteration 17Q: 3 clusters Score -2272850 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2272867.750000 Penalty: 4878.237305
	Iteration 18Q: 3 clusters Score -2272868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2272884.000000 Penalty: 4878.237305
	Iteration 19Q: 3 clusters Score -2272884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -2272885.000000 Penalty: 4878.237305
	Iteration 20F: 3 clusters Score -2272885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2272894.000000 Penalty: 4878.237305
	Iteration 21Q: 3 clusters Score -2272894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2272897.750000 Penalty: 4878.237305
	Iteration 22Q: 3 clusters Score -2272898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2272903.500000 Penalty: 4878.237305
	Iteration 23Q: 3 clusters Score -2272904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2272903.500000 Penalty: 4878.237305
	Iteration 24Q: 3 clusters Score -2272904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2272904.250000 Penalty: 4878.237305
	Iteration 25Q: 3 clusters Score -2272904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2272911.000000 Penalty: 4878.237305
	Iteration 26Q: 3 clusters Score -2272911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2272918.750000 Penalty: 4878.237305
	Iteration 27Q: 3 clusters Score -2272919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2272923.000000 Penalty: 4878.237305
	Iteration 28Q: 3 clusters Score -2272923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2272925.000000 Penalty: 4878.237305
	Iteration 29Q: 3 clusters Score -2272925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2272924.000000 Penalty: 4878.237305
	Iteration 30Q: 3 clusters Score -2272924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2272922.750000 Penalty: 4878.237305
	Iteration 31Q: 3 clusters Score -2272923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2272924.250000 Penalty: 4878.237305
	Iteration 32Q: 3 clusters Score -2272924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2272927.000000 Penalty: 4878.237305
	Iteration 33Q: 3 clusters Score -2272927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2272928.750000 Penalty: 4878.237305
	Iteration 34Q: 3 clusters Score -2272929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2272934.750000 Penalty: 4878.237305
	Iteration 35Q: 3 clusters Score -2272935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2272932.500000 Penalty: 4878.237305
	Iteration 36Q: 3 clusters Score -2272932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2272933.250000 Penalty: 4878.237305
	Iteration 37Q: 3 clusters Score -2272933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2272930.250000 Penalty: 4878.237305
	Iteration 38Q: 3 clusters Score -2272930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2272933.250000 Penalty: 4878.237305
	Iteration 39Q: 3 clusters Score -2272933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2272934.250000 Penalty: 4878.237305
	Iteration 40F: 3 clusters Score -2272934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2272934.000000 Penalty: 4878.237305
	Iteration 41Q: 3 clusters Score -2272934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2272935.750000 Penalty: 4878.237305
	Iteration 42Q: 3 clusters Score -2272936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2272938.250000 Penalty: 4878.237305
	Iteration 43Q: 3 clusters Score -2272938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2272936.500000 Penalty: 4878.237305
	Iteration 44Q: 3 clusters Score -2272936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2272939.500000 Penalty: 4878.237305
	Iteration 45Q: 3 clusters Score -2272940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2272939.500000 Penalty: 4878.237305
	Iteration 46F: 3 clusters Score -2272940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43742 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 223465 members 
Mstep: Class 10 contains 18135 members 
Mstep: Class 11 contains 101776 members 
Mstep: Class 12 contains 39191 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 14 contains 17182 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150004 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
Score: -80049328.000000 Penalty: 59972.335938
Splitting cluster 8 changes total score from -80050168.000000 to -80049328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (223465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223465 members 
Entering Unmasked Estep 
Score: -26615472.000000 Penalty: 3054.618408
	Iteration 0F: 2 clusters Score -2.661547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111193 members 
Mstep: Class 2 contains 112272 members 
Entering Unmasked Estep 
Score: -26478114.000000 Penalty: 6109.236816
	Iteration 0F: 3 clusters Score -2.647811e+07 nChanged 107966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102389 members 
Mstep: Class 2 contains 121076 members 
Entering Unmasked Estep 
Score: -26541126.000000 Penalty: 6109.236816
	Iteration 1F: 3 clusters Score -2.654113e+07 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96690 members 
Mstep: Class 2 contains 126775 members 
Entering Unmasked Estep 
Score: -26543320.000000 Penalty: 6109.236816
	Iteration 2Q: 3 clusters Score -2.654332e+07 nChanged 10450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87970 members 
Mstep: Class 2 contains 135495 members 
Entering Unmasked Estep 
Score: -26547296.000000 Penalty: 6109.236816
	Iteration 3Q: 3 clusters Score -2.65473e+07 nChanged 14090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75472 members 
Mstep: Class 2 contains 147993 members 
Entering Unmasked Estep 
Score: -26554670.000000 Penalty: 6109.236816
	Iteration 4F: 3 clusters Score -2.655467e+07 nChanged 17771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 164240 members 
Entering Unmasked Estep 
Score: -26567112.000000 Penalty: 6109.236816
	Iteration 5F: 3 clusters Score -2.656711e+07 nChanged 19090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 181848 members 
Entering Unmasked Estep 
Score: -26582944.000000 Penalty: 6109.236816
	Iteration 6F: 3 clusters Score -2.658294e+07 nChanged 15418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 195816 members 
Entering Unmasked Estep 
Score: -26599732.000000 Penalty: 6109.236816
	Iteration 7F: 3 clusters Score -2.659973e+07 nChanged 10240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 205202 members 
Entering Unmasked Estep 
Score: -26611082.000000 Penalty: 6109.236816
	Iteration 8Q: 3 clusters Score -2.661108e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 211497 members 
Entering Unmasked Estep 
Score: -26615462.000000 Penalty: 6109.236816
	Iteration 9Q: 3 clusters Score -2.661546e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 215400 members 
Entering Unmasked Estep 
Score: -26616338.000000 Penalty: 6109.236816
	Iteration 10Q: 3 clusters Score -2.661634e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 218002 members 
Entering Unmasked Estep 
Score: -26616108.000000 Penalty: 6109.236816
	Iteration 11Q: 3 clusters Score -2.661611e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 219743 members 
Entering Unmasked Estep 
Score: -26615756.000000 Penalty: 6109.236816
	Iteration 12Q: 3 clusters Score -2.661576e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 220954 members 
Entering Unmasked Estep 
Score: -26615034.000000 Penalty: 6109.236816
	Iteration 13Q: 3 clusters Score -2.661503e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 221753 members 
Entering Unmasked Estep 
Score: -26614536.000000 Penalty: 6109.236816
	Iteration 14Q: 3 clusters Score -2.661454e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 222266 members 
Entering Unmasked Estep 
Score: -26614036.000000 Penalty: 6109.236816
	Iteration 15Q: 3 clusters Score -2.661404e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 222558 members 
Entering Unmasked Estep 
Score: -26613740.000000 Penalty: 6109.236816
	Iteration 16Q: 3 clusters Score -2.661374e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 222738 members 
Entering Unmasked Estep 
Score: -26613614.000000 Penalty: 6109.236816
	Iteration 17Q: 3 clusters Score -2.661361e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 222839 members 
Entering Unmasked Estep 
Score: -26613556.000000 Penalty: 6109.236816
	Iteration 18Q: 3 clusters Score -2.661356e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 222906 members 
Entering Unmasked Estep 
Score: -26613536.000000 Penalty: 6109.236816
	Iteration 19Q: 3 clusters Score -2.661354e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 222961 members 
Entering Unmasked Estep 
Score: -26613496.000000 Penalty: 6109.236816
	Iteration 20F: 3 clusters Score -2.66135e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 222999 members 
Entering Unmasked Estep 
Score: -26613482.000000 Penalty: 6109.236816
	Iteration 21Q: 3 clusters Score -2.661348e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 223030 members 
Entering Unmasked Estep 
Score: -26613462.000000 Penalty: 6109.236816
	Iteration 22Q: 3 clusters Score -2.661346e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 223061 members 
Entering Unmasked Estep 
Score: -26613428.000000 Penalty: 6109.236816
	Iteration 23Q: 3 clusters Score -2.661343e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 223078 members 
Entering Unmasked Estep 
Score: -26613432.000000 Penalty: 6109.236816
	Iteration 24Q: 3 clusters Score -2.661343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 223085 members 
Entering Unmasked Estep 
Score: -26613412.000000 Penalty: 6109.236816
	Iteration 25Q: 3 clusters Score -2.661341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 223089 members 
Entering Unmasked Estep 
Score: -26613414.000000 Penalty: 6109.236816
	Iteration 26Q: 3 clusters Score -2.661341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 223094 members 
Entering Unmasked Estep 
Score: -26613404.000000 Penalty: 6109.236816
	Iteration 27Q: 3 clusters Score -2.66134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 223097 members 
Entering Unmasked Estep 
Score: -26613398.000000 Penalty: 6109.236816
	Iteration 28Q: 3 clusters Score -2.66134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 223099 members 
Entering Unmasked Estep 
Score: -26613392.000000 Penalty: 6109.236816
	Iteration 29Q: 3 clusters Score -2.661339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 223099 members 
Entering Unmasked Estep 
Score: -26613392.000000 Penalty: 6109.236816
	Iteration 30F: 3 clusters Score -2.661339e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Entering Unmasked Estep 
Score: -2198219.250000 Penalty: 2431.788574
	Iteration 0F: 2 clusters Score -2198219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2185393.500000 Penalty: 4863.577148
	Iteration 0F: 3 clusters Score -2185394 nChanged 7968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2189550.750000 Penalty: 4863.577148
	Iteration 1F: 3 clusters Score -2189551 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2189896.250000 Penalty: 4863.577148
	Iteration 2F: 3 clusters Score -2189896 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2190168.250000 Penalty: 4863.577148
	Iteration 3Q: 3 clusters Score -2190168 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2190396.750000 Penalty: 4863.577148
	Iteration 4Q: 3 clusters Score -2190397 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2190611.500000 Penalty: 4863.577148
	Iteration 5Q: 3 clusters Score -2190612 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2190885.000000 Penalty: 4863.577148
	Iteration 6Q: 3 clusters Score -2190885 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2191201.750000 Penalty: 4863.577148
	Iteration 7Q: 3 clusters Score -2191202 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2191641.250000 Penalty: 4863.577148
	Iteration 8Q: 3 clusters Score -2191641 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2192211.000000 Penalty: 4863.577148
	Iteration 9F: 3 clusters Score -2192211 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2192935.000000 Penalty: 4863.577148
	Iteration 10F: 3 clusters Score -2192935 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2193775.000000 Penalty: 4863.577148
	Iteration 11F: 3 clusters Score -2193775 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2194505.750000 Penalty: 4863.577148
	Iteration 12Q: 3 clusters Score -2194506 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2195047.500000 Penalty: 4863.577148
	Iteration 13Q: 3 clusters Score -2195048 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2195483.000000 Penalty: 4863.577148
	Iteration 14Q: 3 clusters Score -2195483 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2195775.500000 Penalty: 4863.577148
	Iteration 15Q: 3 clusters Score -2195776 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2195950.250000 Penalty: 4863.577148
	Iteration 16Q: 3 clusters Score -2195950 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2196057.750000 Penalty: 4863.577148
	Iteration 17Q: 3 clusters Score -2196058 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2196105.500000 Penalty: 4863.577148
	Iteration 18Q: 3 clusters Score -2196106 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2196140.750000 Penalty: 4863.577148
	Iteration 19Q: 3 clusters Score -2196141 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2196157.250000 Penalty: 4863.577148
	Iteration 20F: 3 clusters Score -2196157 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2196170.500000 Penalty: 4863.577148
	Iteration 21Q: 3 clusters Score -2196170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2196189.250000 Penalty: 4863.577148
	Iteration 22Q: 3 clusters Score -2196189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2196196.750000 Penalty: 4863.577148
	Iteration 23Q: 3 clusters Score -2196197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2196198.750000 Penalty: 4863.577148
	Iteration 24Q: 3 clusters Score -2196199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2196208.250000 Penalty: 4863.577148
	Iteration 25Q: 3 clusters Score -2196208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2196206.750000 Penalty: 4863.577148
	Iteration 26Q: 3 clusters Score -2196207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2196211.750000 Penalty: 4863.577148
	Iteration 27Q: 3 clusters Score -2196212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2196213.000000 Penalty: 4863.577148
	Iteration 28Q: 3 clusters Score -2196213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2196218.000000 Penalty: 4863.577148
	Iteration 29Q: 3 clusters Score -2196218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2196219.000000 Penalty: 4863.577148
	Iteration 30Q: 3 clusters Score -2196219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2196219.750000 Penalty: 4863.577148
	Iteration 31Q: 3 clusters Score -2196220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2196219.750000 Penalty: 4863.577148
	Iteration 32F: 3 clusters Score -2196220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (101776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101776 members 
Entering Unmasked Estep 
Score: -12192559.000000 Penalty: 2859.571533
	Iteration 0F: 2 clusters Score -1.219256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -12124379.000000 Penalty: 5719.143066
	Iteration 0F: 3 clusters Score -1.212438e+07 nChanged 48239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -12152275.000000 Penalty: 5719.143066
	Iteration 1F: 3 clusters Score -1.215228e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52499 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -12152993.000000 Penalty: 5719.143066
	Iteration 2Q: 3 clusters Score -1.215299e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -12153756.000000 Penalty: 5719.143066
	Iteration 3Q: 3 clusters Score -1.215376e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -12154560.000000 Penalty: 5719.143066
	Iteration 4Q: 3 clusters Score -1.215456e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56745 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -12155650.000000 Penalty: 5719.143066
	Iteration 5Q: 3 clusters Score -1.215565e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59702 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -12157205.000000 Penalty: 5719.143066
	Iteration 6Q: 3 clusters Score -1.21572e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63801 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -12159418.000000 Penalty: 5719.143066
	Iteration 7Q: 3 clusters Score -1.215942e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69377 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -12162952.000000 Penalty: 5719.143066
	Iteration 8F: 3 clusters Score -1.216295e+07 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76265 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -12168169.000000 Penalty: 5719.143066
	Iteration 9F: 3 clusters Score -1.216817e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83775 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -12174539.000000 Penalty: 5719.143066
	Iteration 10F: 3 clusters Score -1.217454e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90405 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -12180634.000000 Penalty: 5719.143066
	Iteration 11F: 3 clusters Score -1.218063e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95255 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -12185034.000000 Penalty: 5719.143066
	Iteration 12Q: 3 clusters Score -1.218503e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98108 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -12187477.000000 Penalty: 5719.143066
	Iteration 13Q: 3 clusters Score -1.218748e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99620 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -12188772.000000 Penalty: 5719.143066
	Iteration 14Q: 3 clusters Score -1.218877e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100371 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -12189354.000000 Penalty: 5719.143066
	Iteration 15Q: 3 clusters Score -1.218935e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100736 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -12189699.000000 Penalty: 5719.143066
	Iteration 16Q: 3 clusters Score -1.21897e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100946 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -12189886.000000 Penalty: 5719.143066
	Iteration 17Q: 3 clusters Score -1.218989e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101063 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -12189989.000000 Penalty: 5719.143066
	Iteration 18Q: 3 clusters Score -1.218999e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101122 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -12190055.000000 Penalty: 5719.143066
	Iteration 19Q: 3 clusters Score -1.219006e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101164 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -12190097.000000 Penalty: 5719.143066
	Iteration 20F: 3 clusters Score -1.21901e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101187 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -12190117.000000 Penalty: 5719.143066
	Iteration 21Q: 3 clusters Score -1.219012e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101202 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -12190129.000000 Penalty: 5719.143066
	Iteration 22Q: 3 clusters Score -1.219013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101211 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -12190138.000000 Penalty: 5719.143066
	Iteration 23Q: 3 clusters Score -1.219014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101216 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -12190141.000000 Penalty: 5719.143066
	Iteration 24Q: 3 clusters Score -1.219014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101221 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -12190155.000000 Penalty: 5719.143066
	Iteration 25Q: 3 clusters Score -1.219016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101225 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -12190155.000000 Penalty: 5719.143066
	Iteration 26Q: 3 clusters Score -1.219016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101230 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -12190156.000000 Penalty: 5719.143066
	Iteration 27Q: 3 clusters Score -1.219016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101234 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -12190170.000000 Penalty: 5719.143066
	Iteration 28Q: 3 clusters Score -1.219017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101238 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -12190177.000000 Penalty: 5719.143066
	Iteration 29Q: 3 clusters Score -1.219018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101241 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -12190179.000000 Penalty: 5719.143066
	Iteration 30Q: 3 clusters Score -1.219018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101245 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -12190184.000000 Penalty: 5719.143066
	Iteration 31Q: 3 clusters Score -1.219018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101248 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -12190171.000000 Penalty: 5719.143066
	Iteration 32Q: 3 clusters Score -1.219017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101248 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -12190178.000000 Penalty: 5719.143066
	Iteration 33Q: 3 clusters Score -1.219018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101249 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -12190181.000000 Penalty: 5719.143066
	Iteration 34Q: 3 clusters Score -1.219018e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101249 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -12190181.000000 Penalty: 5719.143066
	Iteration 35F: 3 clusters Score -1.219018e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Entering Unmasked Estep 
Score: -4735645.000000 Penalty: 2622.898193
	Iteration 0F: 2 clusters Score -4735645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -4708987.000000 Penalty: 5245.796387
	Iteration 0F: 3 clusters Score -4708987 nChanged 17994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -4718777.000000 Penalty: 5245.796387
	Iteration 1F: 3 clusters Score -4718777 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -4719646.000000 Penalty: 5245.796387
	Iteration 2Q: 3 clusters Score -4719646 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -4721030.000000 Penalty: 5245.796387
	Iteration 3F: 3 clusters Score -4721030 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -4723173.500000 Penalty: 5245.796387
	Iteration 4F: 3 clusters Score -4723174 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -4725973.000000 Penalty: 5245.796387
	Iteration 5F: 3 clusters Score -4725973 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -4729271.000000 Penalty: 5245.796387
	Iteration 6F: 3 clusters Score -4729271 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -4732385.500000 Penalty: 5245.796387
	Iteration 7F: 3 clusters Score -4732386 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -4734333.000000 Penalty: 5245.796387
	Iteration 8Q: 3 clusters Score -4734333 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -4735003.500000 Penalty: 5245.796387
	Iteration 9Q: 3 clusters Score -4735004 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -4735218.500000 Penalty: 5245.796387
	Iteration 10Q: 3 clusters Score -4735218 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -4735306.500000 Penalty: 5245.796387
	Iteration 11Q: 3 clusters Score -4735306 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -4735335.500000 Penalty: 5245.796387
	Iteration 12Q: 3 clusters Score -4735336 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -4735361.000000 Penalty: 5245.796387
	Iteration 13Q: 3 clusters Score -4735361 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -4735362.000000 Penalty: 5245.796387
	Iteration 14Q: 3 clusters Score -4735362 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -4735352.500000 Penalty: 5245.796387
	Iteration 15Q: 3 clusters Score -4735352 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -4735361.500000 Penalty: 5245.796387
	Iteration 16Q: 3 clusters Score -4735362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -4735364.500000 Penalty: 5245.796387
	Iteration 17Q: 3 clusters Score -4735364 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -4735364.000000 Penalty: 5245.796387
	Iteration 18Q: 3 clusters Score -4735364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -4735361.500000 Penalty: 5245.796387
	Iteration 19Q: 3 clusters Score -4735362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -4735360.500000 Penalty: 5245.796387
	Iteration 20F: 3 clusters Score -4735360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -4735371.500000 Penalty: 5245.796387
	Iteration 21Q: 3 clusters Score -4735372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -4735377.000000 Penalty: 5245.796387
	Iteration 22Q: 3 clusters Score -4735377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -4735362.000000 Penalty: 5245.796387
	Iteration 23Q: 3 clusters Score -4735362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -4735376.500000 Penalty: 5245.796387
	Iteration 24Q: 3 clusters Score -4735376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -4735380.000000 Penalty: 5245.796387
	Iteration 25Q: 3 clusters Score -4735380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -4735380.000000 Penalty: 5245.796387
	Iteration 26Q: 3 clusters Score -4735380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -4735392.000000 Penalty: 5245.796387
	Iteration 27Q: 3 clusters Score -4735392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -4735391.500000 Penalty: 5245.796387
	Iteration 28Q: 3 clusters Score -4735392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -4735399.500000 Penalty: 5245.796387
	Iteration 29Q: 3 clusters Score -4735400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -4735401.000000 Penalty: 5245.796387
	Iteration 30Q: 3 clusters Score -4735401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -4735401.500000 Penalty: 5245.796387
	Iteration 31Q: 3 clusters Score -4735402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -4735407.000000 Penalty: 5245.796387
	Iteration 32Q: 3 clusters Score -4735407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -4735400.500000 Penalty: 5245.796387
	Iteration 33Q: 3 clusters Score -4735400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -4735401.000000 Penalty: 5245.796387
	Iteration 34Q: 3 clusters Score -4735401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -4735402.000000 Penalty: 5245.796387
	Iteration 35Q: 3 clusters Score -4735402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -4735399.500000 Penalty: 5245.796387
	Iteration 36Q: 3 clusters Score -4735400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -4735401.000000 Penalty: 5245.796387
	Iteration 37Q: 3 clusters Score -4735401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -4735399.000000 Penalty: 5245.796387
	Iteration 38Q: 3 clusters Score -4735399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -4735405.500000 Penalty: 5245.796387
	Iteration 39Q: 3 clusters Score -4735406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -4735416.500000 Penalty: 5245.796387
	Iteration 40F: 3 clusters Score -4735416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -4735411.500000 Penalty: 5245.796387
	Iteration 41Q: 3 clusters Score -4735412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -4735411.500000 Penalty: 5245.796387
	Iteration 42F: 3 clusters Score -4735412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Entering Unmasked Estep 
Score: -4184969.750000 Penalty: 2593.342773
	Iteration 0F: 2 clusters Score -4184970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -4161156.500000 Penalty: 5186.685547
	Iteration 0F: 3 clusters Score -4161156 nChanged 15885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -4170220.750000 Penalty: 5186.685547
	Iteration 1F: 3 clusters Score -4170221 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -4171011.250000 Penalty: 5186.685547
	Iteration 2Q: 3 clusters Score -4171011 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -4172052.500000 Penalty: 5186.685547
	Iteration 3F: 3 clusters Score -4172052 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -4173619.000000 Penalty: 5186.685547
	Iteration 4F: 3 clusters Score -4173619 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -4175613.000000 Penalty: 5186.685547
	Iteration 5F: 3 clusters Score -4175613 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -4177769.500000 Penalty: 5186.685547
	Iteration 6F: 3 clusters Score -4177770 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -4179676.500000 Penalty: 5186.685547
	Iteration 7F: 3 clusters Score -4179676 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -4181204.000000 Penalty: 5186.685547
	Iteration 8F: 3 clusters Score -4181204 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -4182322.750000 Penalty: 5186.685547
	Iteration 9Q: 3 clusters Score -4182323 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -4182942.250000 Penalty: 5186.685547
	Iteration 10Q: 3 clusters Score -4182942 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -4183194.750000 Penalty: 5186.685547
	Iteration 11Q: 3 clusters Score -4183195 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -4183345.000000 Penalty: 5186.685547
	Iteration 12Q: 3 clusters Score -4183345 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -4183430.000000 Penalty: 5186.685547
	Iteration 13Q: 3 clusters Score -4183430 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -4183466.750000 Penalty: 5186.685547
	Iteration 14Q: 3 clusters Score -4183467 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -4183502.000000 Penalty: 5186.685547
	Iteration 15Q: 3 clusters Score -4183502 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -4183523.000000 Penalty: 5186.685547
	Iteration 16Q: 3 clusters Score -4183523 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -4183544.500000 Penalty: 5186.685547
	Iteration 17Q: 3 clusters Score -4183544 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -4183555.250000 Penalty: 5186.685547
	Iteration 18Q: 3 clusters Score -4183555 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -4183564.500000 Penalty: 5186.685547
	Iteration 19Q: 3 clusters Score -4183564 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -4183568.500000 Penalty: 5186.685547
	Iteration 20F: 3 clusters Score -4183568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -4183577.500000 Penalty: 5186.685547
	Iteration 21Q: 3 clusters Score -4183578 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -4183585.000000 Penalty: 5186.685547
	Iteration 22Q: 3 clusters Score -4183585 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -4183585.250000 Penalty: 5186.685547
	Iteration 23Q: 3 clusters Score -4183585 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -4183596.500000 Penalty: 5186.685547
	Iteration 24Q: 3 clusters Score -4183596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -4183609.250000 Penalty: 5186.685547
	Iteration 25Q: 3 clusters Score -4183609 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -4183606.750000 Penalty: 5186.685547
	Iteration 26Q: 3 clusters Score -4183607 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -4183617.250000 Penalty: 5186.685547
	Iteration 27Q: 3 clusters Score -4183617 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -4183622.000000 Penalty: 5186.685547
	Iteration 28Q: 3 clusters Score -4183622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -4183612.000000 Penalty: 5186.685547
	Iteration 29Q: 3 clusters Score -4183612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -4183613.500000 Penalty: 5186.685547
	Iteration 30Q: 3 clusters Score -4183614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -4183621.500000 Penalty: 5186.685547
	Iteration 31Q: 3 clusters Score -4183622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -4183625.750000 Penalty: 5186.685547
	Iteration 32Q: 3 clusters Score -4183626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -4183625.500000 Penalty: 5186.685547
	Iteration 33Q: 3 clusters Score -4183626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -4183624.250000 Penalty: 5186.685547
	Iteration 34Q: 3 clusters Score -4183624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -4183620.750000 Penalty: 5186.685547
	Iteration 35Q: 3 clusters Score -4183621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -4183620.500000 Penalty: 5186.685547
	Iteration 36Q: 3 clusters Score -4183620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -4183617.500000 Penalty: 5186.685547
	Iteration 37Q: 3 clusters Score -4183618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -4183622.500000 Penalty: 5186.685547
	Iteration 38Q: 3 clusters Score -4183622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -4183625.500000 Penalty: 5186.685547
	Iteration 39Q: 3 clusters Score -4183626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -4183621.000000 Penalty: 5186.685547
	Iteration 40F: 3 clusters Score -4183621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -4183626.250000 Penalty: 5186.685547
	Iteration 41Q: 3 clusters Score -4183626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -4183626.250000 Penalty: 5186.685547
	Iteration 42F: 3 clusters Score -4183626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Entering Unmasked Estep 
Score: -435181.968750 Penalty: 2044.529663
	Iteration 0F: 2 clusters Score -435182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -431392.937500 Penalty: 4089.059326
	Iteration 0F: 3 clusters Score -431392.9 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -432455.781250 Penalty: 4089.059326
	Iteration 1F: 3 clusters Score -432455.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -432828.062500 Penalty: 4089.059326
	Iteration 2F: 3 clusters Score -432828.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -433088.406250 Penalty: 4089.059326
	Iteration 3F: 3 clusters Score -433088.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -433254.875000 Penalty: 4089.059326
	Iteration 4F: 3 clusters Score -433254.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -433377.843750 Penalty: 4089.059326
	Iteration 5Q: 3 clusters Score -433377.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -433488.343750 Penalty: 4089.059326
	Iteration 6Q: 3 clusters Score -433488.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -433584.031250 Penalty: 4089.059326
	Iteration 7Q: 3 clusters Score -433584 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -433644.093750 Penalty: 4089.059326
	Iteration 8Q: 3 clusters Score -433644.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -433690.281250 Penalty: 4089.059326
	Iteration 9Q: 3 clusters Score -433690.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -433728.281250 Penalty: 4089.059326
	Iteration 10Q: 3 clusters Score -433728.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -433760.218750 Penalty: 4089.059326
	Iteration 11Q: 3 clusters Score -433760.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -433775.625000 Penalty: 4089.059326
	Iteration 12Q: 3 clusters Score -433775.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -433784.406250 Penalty: 4089.059326
	Iteration 13Q: 3 clusters Score -433784.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -433789.750000 Penalty: 4089.059326
	Iteration 14Q: 3 clusters Score -433789.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -433791.843750 Penalty: 4089.059326
	Iteration 15Q: 3 clusters Score -433791.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -433794.062500 Penalty: 4089.059326
	Iteration 16Q: 3 clusters Score -433794.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -433795.156250 Penalty: 4089.059326
	Iteration 17Q: 3 clusters Score -433795.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -433796.281250 Penalty: 4089.059326
	Iteration 18Q: 3 clusters Score -433796.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -433798.437500 Penalty: 4089.059326
	Iteration 19Q: 3 clusters Score -433798.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -433802.062500 Penalty: 4089.059326
	Iteration 20F: 3 clusters Score -433802.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -433803.781250 Penalty: 4089.059326
	Iteration 21Q: 3 clusters Score -433803.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -433805.000000 Penalty: 4089.059326
	Iteration 22Q: 3 clusters Score -433805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -433805.968750 Penalty: 4089.059326
	Iteration 23Q: 3 clusters Score -433806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -433806.593750 Penalty: 4089.059326
	Iteration 24Q: 3 clusters Score -433806.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -433806.593750 Penalty: 4089.059326
	Iteration 25F: 3 clusters Score -433806.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (150004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150004 members 
Entering Unmasked Estep 
Score: -17848822.000000 Penalty: 2955.767334
	Iteration 0F: 2 clusters Score -1.784882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74809 members 
Mstep: Class 2 contains 75195 members 
Entering Unmasked Estep 
Score: -17750382.000000 Penalty: 5911.534668
	Iteration 0F: 3 clusters Score -1.775038e+07 nChanged 71434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72529 members 
Mstep: Class 2 contains 77475 members 
Entering Unmasked Estep 
Score: -17791152.000000 Penalty: 5911.534668
	Iteration 1F: 3 clusters Score -1.779115e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71355 members 
Mstep: Class 2 contains 78649 members 
Entering Unmasked Estep 
Score: -17791904.000000 Penalty: 5911.534668
	Iteration 2Q: 3 clusters Score -1.77919e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69398 members 
Mstep: Class 2 contains 80606 members 
Entering Unmasked Estep 
Score: -17792956.000000 Penalty: 5911.534668
	Iteration 3Q: 3 clusters Score -1.779296e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66398 members 
Mstep: Class 2 contains 83606 members 
Entering Unmasked Estep 
Score: -17794144.000000 Penalty: 5911.534668
	Iteration 4Q: 3 clusters Score -1.779414e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61765 members 
Mstep: Class 2 contains 88239 members 
Entering Unmasked Estep 
Score: -17796472.000000 Penalty: 5911.534668
	Iteration 5Q: 3 clusters Score -1.779647e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 95123 members 
Entering Unmasked Estep 
Score: -17800612.000000 Penalty: 5911.534668
	Iteration 6F: 3 clusters Score -1.780061e+07 nChanged 10228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 104919 members 
Entering Unmasked Estep 
Score: -17807900.000000 Penalty: 5911.534668
	Iteration 7F: 3 clusters Score -1.78079e+07 nChanged 12509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 117222 members 
Entering Unmasked Estep 
Score: -17818292.000000 Penalty: 5911.534668
	Iteration 8F: 3 clusters Score -1.781829e+07 nChanged 12359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 129501 members 
Entering Unmasked Estep 
Score: -17829370.000000 Penalty: 5911.534668
	Iteration 9F: 3 clusters Score -1.782937e+07 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 139007 members 
Entering Unmasked Estep 
Score: -17837892.000000 Penalty: 5911.534668
	Iteration 10F: 3 clusters Score -1.783789e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 144384 members 
Entering Unmasked Estep 
Score: -17842830.000000 Penalty: 5911.534668
	Iteration 11Q: 3 clusters Score -1.784283e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 146906 members 
Entering Unmasked Estep 
Score: -17845138.000000 Penalty: 5911.534668
	Iteration 12Q: 3 clusters Score -1.784514e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 147941 members 
Entering Unmasked Estep 
Score: -17846154.000000 Penalty: 5911.534668
	Iteration 13Q: 3 clusters Score -1.784615e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 148365 members 
Entering Unmasked Estep 
Score: -17846664.000000 Penalty: 5911.534668
	Iteration 14Q: 3 clusters Score -1.784666e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 148558 members 
Entering Unmasked Estep 
Score: -17846890.000000 Penalty: 5911.534668
	Iteration 15Q: 3 clusters Score -1.784689e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 148636 members 
Entering Unmasked Estep 
Score: -17847018.000000 Penalty: 5911.534668
	Iteration 16Q: 3 clusters Score -1.784702e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 148654 members 
Entering Unmasked Estep 
Score: -17847136.000000 Penalty: 5911.534668
	Iteration 17Q: 3 clusters Score -1.784714e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 148650 members 
Entering Unmasked Estep 
Score: -17847188.000000 Penalty: 5911.534668
	Iteration 18Q: 3 clusters Score -1.784719e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 148638 members 
Entering Unmasked Estep 
Score: -17847234.000000 Penalty: 5911.534668
	Iteration 19Q: 3 clusters Score -1.784723e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 148637 members 
Entering Unmasked Estep 
Score: -17847302.000000 Penalty: 5911.534668
	Iteration 20F: 3 clusters Score -1.78473e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 148644 members 
Entering Unmasked Estep 
Score: -17847320.000000 Penalty: 5911.534668
	Iteration 21Q: 3 clusters Score -1.784732e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 148648 members 
Entering Unmasked Estep 
Score: -17847340.000000 Penalty: 5911.534668
	Iteration 22Q: 3 clusters Score -1.784734e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 148652 members 
Entering Unmasked Estep 
Score: -17847356.000000 Penalty: 5911.534668
	Iteration 23Q: 3 clusters Score -1.784736e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 148657 members 
Entering Unmasked Estep 
Score: -17847346.000000 Penalty: 5911.534668
	Iteration 24Q: 3 clusters Score -1.784735e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 148659 members 
Entering Unmasked Estep 
Score: -17847366.000000 Penalty: 5911.534668
	Iteration 25Q: 3 clusters Score -1.784737e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 148650 members 
Entering Unmasked Estep 
Score: -17847376.000000 Penalty: 5911.534668
	Iteration 26Q: 3 clusters Score -1.784738e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 148646 members 
Entering Unmasked Estep 
Score: -17847412.000000 Penalty: 5911.534668
	Iteration 27Q: 3 clusters Score -1.784741e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 148650 members 
Entering Unmasked Estep 
Score: -17847416.000000 Penalty: 5911.534668
	Iteration 28Q: 3 clusters Score -1.784742e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 148651 members 
Entering Unmasked Estep 
Score: -17847428.000000 Penalty: 5911.534668
	Iteration 29Q: 3 clusters Score -1.784743e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 148647 members 
Entering Unmasked Estep 
Score: -17847436.000000 Penalty: 5911.534668
	Iteration 30Q: 3 clusters Score -1.784744e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 148630 members 
Entering Unmasked Estep 
Score: -17847450.000000 Penalty: 5911.534668
	Iteration 31Q: 3 clusters Score -1.784745e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 148615 members 
Entering Unmasked Estep 
Score: -17847456.000000 Penalty: 5911.534668
	Iteration 32Q: 3 clusters Score -1.784746e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 148607 members 
Entering Unmasked Estep 
Score: -17847454.000000 Penalty: 5911.534668
	Iteration 33Q: 3 clusters Score -1.784745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 148600 members 
Entering Unmasked Estep 
Score: -17847456.000000 Penalty: 5911.534668
	Iteration 34Q: 3 clusters Score -1.784746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 148597 members 
Entering Unmasked Estep 
Score: -17847460.000000 Penalty: 5911.534668
	Iteration 35Q: 3 clusters Score -1.784746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 148597 members 
Entering Unmasked Estep 
Score: -17847472.000000 Penalty: 5911.534668
	Iteration 36Q: 3 clusters Score -1.784747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 148596 members 
Entering Unmasked Estep 
Score: -17847472.000000 Penalty: 5911.534668
	Iteration 37Q: 3 clusters Score -1.784747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 148595 members 
Entering Unmasked Estep 
Score: -17847462.000000 Penalty: 5911.534668
	Iteration 38Q: 3 clusters Score -1.784746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 148592 members 
Entering Unmasked Estep 
Score: -17847474.000000 Penalty: 5911.534668
	Iteration 39Q: 3 clusters Score -1.784747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 148588 members 
Entering Unmasked Estep 
Score: -17847472.000000 Penalty: 5911.534668
	Iteration 40F: 3 clusters Score -1.784747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 148585 members 
Entering Unmasked Estep 
Score: -17847466.000000 Penalty: 5911.534668
	Iteration 41Q: 3 clusters Score -1.784747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 148585 members 
Entering Unmasked Estep 
Score: -17847462.000000 Penalty: 5911.534668
	Iteration 42Q: 3 clusters Score -1.784746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 148586 members 
Entering Unmasked Estep 
Score: -17847444.000000 Penalty: 5911.534668
	Iteration 43Q: 3 clusters Score -1.784744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 148586 members 
Entering Unmasked Estep 
Score: -17847450.000000 Penalty: 5911.534668
	Iteration 44Q: 3 clusters Score -1.784745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 148586 members 
Entering Unmasked Estep 
Score: -17847442.000000 Penalty: 5911.534668
	Iteration 45Q: 3 clusters Score -1.784744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 148586 members 
Entering Unmasked Estep 
Score: -17847442.000000 Penalty: 5911.534668
	Iteration 46Q: 3 clusters Score -1.784744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 148585 members 
Entering Unmasked Estep 
Score: -17847440.000000 Penalty: 5911.534668
	Iteration 47Q: 3 clusters Score -1.784744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 148586 members 
Entering Unmasked Estep 
Score: -17847452.000000 Penalty: 5911.534668
	Iteration 48Q: 3 clusters Score -1.784745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 148586 members 
Entering Unmasked Estep 
Score: -17847448.000000 Penalty: 5911.534668
	Iteration 49Q: 3 clusters Score -1.784745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 148585 members 
Entering Unmasked Estep 
Score: -17847454.000000 Penalty: 5911.534668
	Iteration 50Q: 3 clusters Score -1.784745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 148580 members 
Entering Unmasked Estep 
Score: -17847444.000000 Penalty: 5911.534668
	Iteration 51Q: 3 clusters Score -1.784744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 148577 members 
Entering Unmasked Estep 
Score: -17847446.000000 Penalty: 5911.534668
	Iteration 52Q: 3 clusters Score -1.784745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 148573 members 
Entering Unmasked Estep 
Score: -17847444.000000 Penalty: 5911.534668
	Iteration 53Q: 3 clusters Score -1.784744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 148574 members 
Entering Unmasked Estep 
Score: -17847432.000000 Penalty: 5911.534668
	Iteration 54Q: 3 clusters Score -1.784743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 148573 members 
Entering Unmasked Estep 
Score: -17847436.000000 Penalty: 5911.534668
	Iteration 55Q: 3 clusters Score -1.784744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 148571 members 
Entering Unmasked Estep 
Score: -17847432.000000 Penalty: 5911.534668
	Iteration 56Q: 3 clusters Score -1.784743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 148571 members 
Entering Unmasked Estep 
Score: -17847434.000000 Penalty: 5911.534668
	Iteration 57Q: 3 clusters Score -1.784743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 148572 members 
Entering Unmasked Estep 
Score: -17847436.000000 Penalty: 5911.534668
	Iteration 58Q: 3 clusters Score -1.784744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 148571 members 
Entering Unmasked Estep 
Score: -17847448.000000 Penalty: 5911.534668
	Iteration 59Q: 3 clusters Score -1.784745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 148568 members 
Entering Unmasked Estep 
Score: -17847454.000000 Penalty: 5911.534668
	Iteration 60F: 3 clusters Score -1.784745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 148565 members 
Entering Unmasked Estep 
Score: -17847454.000000 Penalty: 5911.534668
	Iteration 61Q: 3 clusters Score -1.784745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 148562 members 
Entering Unmasked Estep 
Score: -17847464.000000 Penalty: 5911.534668
	Iteration 62Q: 3 clusters Score -1.784746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 148560 members 
Entering Unmasked Estep 
Score: -17847460.000000 Penalty: 5911.534668
	Iteration 63Q: 3 clusters Score -1.784746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 148560 members 
Entering Unmasked Estep 
Score: -17847460.000000 Penalty: 5911.534668
	Iteration 64F: 3 clusters Score -1.784746e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Entering Unmasked Estep 
Score: -1379767.500000 Penalty: 2318.609619
	Iteration 0F: 2 clusters Score -1379768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1371109.125000 Penalty: 4637.219238
	Iteration 0F: 3 clusters Score -1371109 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1373633.000000 Penalty: 4637.219238
	Iteration 1F: 3 clusters Score -1373633 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1373997.250000 Penalty: 4637.219238
	Iteration 2F: 3 clusters Score -1373997 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1374312.375000 Penalty: 4637.219238
	Iteration 3F: 3 clusters Score -1374312 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1374663.875000 Penalty: 4637.219238
	Iteration 4Q: 3 clusters Score -1374664 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1375038.250000 Penalty: 4637.219238
	Iteration 5F: 3 clusters Score -1375038 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1375566.750000 Penalty: 4637.219238
	Iteration 6F: 3 clusters Score -1375567 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1376189.125000 Penalty: 4637.219238
	Iteration 7F: 3 clusters Score -1376189 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1376748.750000 Penalty: 4637.219238
	Iteration 8F: 3 clusters Score -1376749 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1377173.000000 Penalty: 4637.219238
	Iteration 9F: 3 clusters Score -1377173 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1377462.625000 Penalty: 4637.219238
	Iteration 10Q: 3 clusters Score -1377463 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1377659.875000 Penalty: 4637.219238
	Iteration 11Q: 3 clusters Score -1377660 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1377806.000000 Penalty: 4637.219238
	Iteration 12Q: 3 clusters Score -1377806 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1377893.375000 Penalty: 4637.219238
	Iteration 13Q: 3 clusters Score -1377893 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1377948.000000 Penalty: 4637.219238
	Iteration 14Q: 3 clusters Score -1377948 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1377982.000000 Penalty: 4637.219238
	Iteration 15Q: 3 clusters Score -1377982 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1378014.875000 Penalty: 4637.219238
	Iteration 16Q: 3 clusters Score -1378015 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1378041.250000 Penalty: 4637.219238
	Iteration 17Q: 3 clusters Score -1378041 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1378063.250000 Penalty: 4637.219238
	Iteration 18Q: 3 clusters Score -1378063 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1378078.250000 Penalty: 4637.219238
	Iteration 19Q: 3 clusters Score -1378078 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1378085.000000 Penalty: 4637.219238
	Iteration 20F: 3 clusters Score -1378085 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1378091.375000 Penalty: 4637.219238
	Iteration 21Q: 3 clusters Score -1378091 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1378098.875000 Penalty: 4637.219238
	Iteration 22Q: 3 clusters Score -1378099 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1378108.250000 Penalty: 4637.219238
	Iteration 23Q: 3 clusters Score -1378108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1378120.125000 Penalty: 4637.219238
	Iteration 24Q: 3 clusters Score -1378120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1378126.625000 Penalty: 4637.219238
	Iteration 25Q: 3 clusters Score -1378127 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1378134.750000 Penalty: 4637.219238
	Iteration 26Q: 3 clusters Score -1378135 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1378141.750000 Penalty: 4637.219238
	Iteration 27Q: 3 clusters Score -1378142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1378144.125000 Penalty: 4637.219238
	Iteration 28Q: 3 clusters Score -1378144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1378145.375000 Penalty: 4637.219238
	Iteration 29Q: 3 clusters Score -1378145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1378149.875000 Penalty: 4637.219238
	Iteration 30Q: 3 clusters Score -1378150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1378155.750000 Penalty: 4637.219238
	Iteration 31Q: 3 clusters Score -1378156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1378160.875000 Penalty: 4637.219238
	Iteration 32Q: 3 clusters Score -1378161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1378162.875000 Penalty: 4637.219238
	Iteration 33Q: 3 clusters Score -1378163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1378162.500000 Penalty: 4637.219238
	Iteration 34Q: 3 clusters Score -1378162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1378165.750000 Penalty: 4637.219238
	Iteration 35Q: 3 clusters Score -1378166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1378169.250000 Penalty: 4637.219238
	Iteration 36Q: 3 clusters Score -1378169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1378171.500000 Penalty: 4637.219238
	Iteration 37Q: 3 clusters Score -1378172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1378176.750000 Penalty: 4637.219238
	Iteration 38Q: 3 clusters Score -1378177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1378185.125000 Penalty: 4637.219238
	Iteration 39Q: 3 clusters Score -1378185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1378184.500000 Penalty: 4637.219238
	Iteration 40F: 3 clusters Score -1378184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1378187.625000 Penalty: 4637.219238
	Iteration 41Q: 3 clusters Score -1378188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1378192.750000 Penalty: 4637.219238
	Iteration 42Q: 3 clusters Score -1378193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1378196.000000 Penalty: 4637.219238
	Iteration 43Q: 3 clusters Score -1378196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1378199.000000 Penalty: 4637.219238
	Iteration 44Q: 3 clusters Score -1378199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1378199.875000 Penalty: 4637.219238
	Iteration 45Q: 3 clusters Score -1378200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1378204.375000 Penalty: 4637.219238
	Iteration 46Q: 3 clusters Score -1378204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1378204.500000 Penalty: 4637.219238
	Iteration 47Q: 3 clusters Score -1378204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1378204.750000 Penalty: 4637.219238
	Iteration 48Q: 3 clusters Score -1378205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1378205.500000 Penalty: 4637.219238
	Iteration 49Q: 3 clusters Score -1378206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1378205.000000 Penalty: 4637.219238
	Iteration 50Q: 3 clusters Score -1378205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1378204.375000 Penalty: 4637.219238
	Iteration 51Q: 3 clusters Score -1378204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1378201.375000 Penalty: 4637.219238
	Iteration 52Q: 3 clusters Score -1378201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1378203.500000 Penalty: 4637.219238
	Iteration 53Q: 3 clusters Score -1378204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1378203.500000 Penalty: 4637.219238
	Iteration 54F: 3 clusters Score -1378204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Entering Unmasked Estep 
Score: -270055.093750 Penalty: 1913.239990
	Iteration 0F: 2 clusters Score -270055.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -267271.812500 Penalty: 3826.479980
	Iteration 0F: 3 clusters Score -267271.8 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -267722.125000 Penalty: 3826.479980
	Iteration 1F: 3 clusters Score -267722.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -267852.312500 Penalty: 3826.479980
	Iteration 2F: 3 clusters Score -267852.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -267931.156250 Penalty: 3826.479980
	Iteration 3Q: 3 clusters Score -267931.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -267981.125000 Penalty: 3826.479980
	Iteration 4Q: 3 clusters Score -267981.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -268025.343750 Penalty: 3826.479980
	Iteration 5Q: 3 clusters Score -268025.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -268065.781250 Penalty: 3826.479980
	Iteration 6Q: 3 clusters Score -268065.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -268091.906250 Penalty: 3826.479980
	Iteration 7Q: 3 clusters Score -268091.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -268104.031250 Penalty: 3826.479980
	Iteration 8Q: 3 clusters Score -268104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -268110.093750 Penalty: 3826.479980
	Iteration 9Q: 3 clusters Score -268110.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -268114.343750 Penalty: 3826.479980
	Iteration 10Q: 3 clusters Score -268114.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -268119.531250 Penalty: 3826.479980
	Iteration 11Q: 3 clusters Score -268119.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -268124.875000 Penalty: 3826.479980
	Iteration 12Q: 3 clusters Score -268124.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -268126.875000 Penalty: 3826.479980
	Iteration 13Q: 3 clusters Score -268126.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -268128.468750 Penalty: 3826.479980
	Iteration 14Q: 3 clusters Score -268128.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -268133.500000 Penalty: 3826.479980
	Iteration 15Q: 3 clusters Score -268133.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -268138.750000 Penalty: 3826.479980
	Iteration 16Q: 3 clusters Score -268138.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -268142.843750 Penalty: 3826.479980
	Iteration 17Q: 3 clusters Score -268142.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -268148.156250 Penalty: 3826.479980
	Iteration 18Q: 3 clusters Score -268148.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -268153.468750 Penalty: 3826.479980
	Iteration 19Q: 3 clusters Score -268153.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -268157.593750 Penalty: 3826.479980
	Iteration 20F: 3 clusters Score -268157.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -268161.187500 Penalty: 3826.479980
	Iteration 21Q: 3 clusters Score -268161.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -268164.031250 Penalty: 3826.479980
	Iteration 22Q: 3 clusters Score -268164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -268164.968750 Penalty: 3826.479980
	Iteration 23Q: 3 clusters Score -268165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -268166.156250 Penalty: 3826.479980
	Iteration 24Q: 3 clusters Score -268166.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -268166.687500 Penalty: 3826.479980
	Iteration 25Q: 3 clusters Score -268166.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -268166.687500 Penalty: 3826.479980
	Iteration 26F: 3 clusters Score -268166.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43742 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18679 members 
Mstep: Class 9 contains 223465 members 
Mstep: Class 10 contains 18135 members 
Mstep: Class 11 contains 101776 members 
Mstep: Class 12 contains 39191 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150004 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050176.000000 Penalty: 56640.539062
Iteration 399Q: 18 clusters Score -8.005018e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43740 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18679 members 
Mstep: Class 9 contains 223466 members 
Mstep: Class 10 contains 18135 members 
Mstep: Class 11 contains 101775 members 
Mstep: Class 12 contains 39191 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150006 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050200.000000 Penalty: 56640.539062
Iteration 400F: 18 clusters Score -8.00502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43739 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18679 members 
Mstep: Class 9 contains 223467 members 
Mstep: Class 10 contains 18134 members 
Mstep: Class 11 contains 101773 members 
Mstep: Class 12 contains 39191 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150009 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050208.000000 Penalty: 56640.539062
Iteration 401Q: 18 clusters Score -8.005021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43739 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18679 members 
Mstep: Class 9 contains 223470 members 
Mstep: Class 10 contains 18133 members 
Mstep: Class 11 contains 101771 members 
Mstep: Class 12 contains 39191 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150009 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050224.000000 Penalty: 56640.539062
Iteration 402Q: 18 clusters Score -8.005022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43739 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18679 members 
Mstep: Class 9 contains 223472 members 
Mstep: Class 10 contains 18133 members 
Mstep: Class 11 contains 101768 members 
Mstep: Class 12 contains 39191 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150010 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050232.000000 Penalty: 56640.539062
Iteration 403Q: 18 clusters Score -8.005023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43739 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18679 members 
Mstep: Class 9 contains 223475 members 
Mstep: Class 10 contains 18133 members 
Mstep: Class 11 contains 101768 members 
Mstep: Class 12 contains 39191 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150007 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050224.000000 Penalty: 56640.539062
Iteration 404Q: 18 clusters Score -8.005022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43739 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18679 members 
Mstep: Class 9 contains 223479 members 
Mstep: Class 10 contains 18133 members 
Mstep: Class 11 contains 101765 members 
Mstep: Class 12 contains 39192 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150005 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050232.000000 Penalty: 56640.539062
Iteration 405Q: 18 clusters Score -8.005023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43739 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18679 members 
Mstep: Class 9 contains 223484 members 
Mstep: Class 10 contains 18133 members 
Mstep: Class 11 contains 101762 members 
Mstep: Class 12 contains 39192 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150003 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050232.000000 Penalty: 56640.539062
Iteration 406Q: 18 clusters Score -8.005023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43739 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18679 members 
Mstep: Class 9 contains 223485 members 
Mstep: Class 10 contains 18133 members 
Mstep: Class 11 contains 101762 members 
Mstep: Class 12 contains 39192 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150003 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050216.000000 Penalty: 56640.539062
Iteration 407Q: 18 clusters Score -8.005022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43740 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18679 members 
Mstep: Class 9 contains 223486 members 
Mstep: Class 10 contains 18133 members 
Mstep: Class 11 contains 101762 members 
Mstep: Class 12 contains 39192 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150001 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050216.000000 Penalty: 56640.539062
Iteration 408Q: 18 clusters Score -8.005022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43740 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18679 members 
Mstep: Class 9 contains 223486 members 
Mstep: Class 10 contains 18133 members 
Mstep: Class 11 contains 101761 members 
Mstep: Class 12 contains 39192 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150002 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050224.000000 Penalty: 56640.539062
Iteration 409Q: 18 clusters Score -8.005022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43740 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18679 members 
Mstep: Class 9 contains 223488 members 
Mstep: Class 10 contains 18133 members 
Mstep: Class 11 contains 101760 members 
Mstep: Class 12 contains 39192 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150001 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050224.000000 Penalty: 56640.539062
Iteration 410Q: 18 clusters Score -8.005022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43740 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18679 members 
Mstep: Class 9 contains 223491 members 
Mstep: Class 10 contains 18133 members 
Mstep: Class 11 contains 101757 members 
Mstep: Class 12 contains 39192 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150001 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050208.000000 Penalty: 56640.539062
Iteration 411Q: 18 clusters Score -8.005021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43740 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18679 members 
Mstep: Class 9 contains 223495 members 
Mstep: Class 10 contains 18133 members 
Mstep: Class 11 contains 101755 members 
Mstep: Class 12 contains 39191 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150000 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050216.000000 Penalty: 56640.539062
Iteration 412Q: 18 clusters Score -8.005022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43740 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18680 members 
Mstep: Class 9 contains 223496 members 
Mstep: Class 10 contains 18133 members 
Mstep: Class 11 contains 101753 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150001 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050192.000000 Penalty: 56640.539062
Iteration 413Q: 18 clusters Score -8.005019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43740 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18680 members 
Mstep: Class 9 contains 223497 members 
Mstep: Class 10 contains 18133 members 
Mstep: Class 11 contains 101750 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150003 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050200.000000 Penalty: 56640.539062
Iteration 414Q: 18 clusters Score -8.00502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43740 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18680 members 
Mstep: Class 9 contains 223499 members 
Mstep: Class 10 contains 18133 members 
Mstep: Class 11 contains 101748 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150003 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050192.000000 Penalty: 56640.539062
Iteration 415Q: 18 clusters Score -8.005019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43740 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18680 members 
Mstep: Class 9 contains 223500 members 
Mstep: Class 10 contains 18133 members 
Mstep: Class 11 contains 101747 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150003 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050208.000000 Penalty: 56640.539062
Iteration 416Q: 18 clusters Score -8.005021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43740 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18680 members 
Mstep: Class 9 contains 223502 members 
Mstep: Class 10 contains 18133 members 
Mstep: Class 11 contains 101745 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150003 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050200.000000 Penalty: 56640.539062
Iteration 417Q: 18 clusters Score -8.00502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43740 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18680 members 
Mstep: Class 9 contains 223503 members 
Mstep: Class 10 contains 18133 members 
Mstep: Class 11 contains 101744 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150003 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050192.000000 Penalty: 56640.539062
Iteration 418Q: 18 clusters Score -8.005019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43740 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18680 members 
Mstep: Class 9 contains 223503 members 
Mstep: Class 10 contains 18133 members 
Mstep: Class 11 contains 101743 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150004 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050224.000000 Penalty: 56640.539062
Iteration 419Q: 18 clusters Score -8.005022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43740 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18680 members 
Mstep: Class 9 contains 223506 members 
Mstep: Class 10 contains 18133 members 
Mstep: Class 11 contains 101739 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150005 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050248.000000 Penalty: 56640.539062
Iteration 420F: 18 clusters Score -8.005025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43741 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18681 members 
Mstep: Class 9 contains 223509 members 
Mstep: Class 10 contains 18133 members 
Mstep: Class 11 contains 101731 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150008 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050216.000000 Penalty: 56640.539062
Iteration 421Q: 18 clusters Score -8.005022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43741 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18681 members 
Mstep: Class 9 contains 223515 members 
Mstep: Class 10 contains 18133 members 
Mstep: Class 11 contains 101724 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150009 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050200.000000 Penalty: 56640.539062
Iteration 422Q: 18 clusters Score -8.00502e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43741 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18680 members 
Mstep: Class 9 contains 223526 members 
Mstep: Class 10 contains 18134 members 
Mstep: Class 11 contains 101714 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150008 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050192.000000 Penalty: 56640.539062
Iteration 423Q: 18 clusters Score -8.005019e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43740 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18680 members 
Mstep: Class 9 contains 223530 members 
Mstep: Class 10 contains 18134 members 
Mstep: Class 11 contains 101710 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 34787 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150010 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050240.000000 Penalty: 56640.539062
Iteration 424Q: 18 clusters Score -8.005024e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43740 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18680 members 
Mstep: Class 9 contains 223534 members 
Mstep: Class 10 contains 18134 members 
Mstep: Class 11 contains 101703 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 34786 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150014 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050216.000000 Penalty: 56640.539062
Iteration 425Q: 18 clusters Score -8.005022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43738 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18680 members 
Mstep: Class 9 contains 223539 members 
Mstep: Class 10 contains 18134 members 
Mstep: Class 11 contains 101699 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 34786 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150015 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050160.000000 Penalty: 56640.539062
Iteration 426Q: 18 clusters Score -8.005016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43738 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18680 members 
Mstep: Class 9 contains 223537 members 
Mstep: Class 10 contains 18134 members 
Mstep: Class 11 contains 101697 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 34786 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150019 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050192.000000 Penalty: 56640.539062
Iteration 427Q: 18 clusters Score -8.005019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43738 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18680 members 
Mstep: Class 9 contains 223535 members 
Mstep: Class 10 contains 18134 members 
Mstep: Class 11 contains 101697 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 34786 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150021 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050192.000000 Penalty: 56640.539062
Iteration 428Q: 18 clusters Score -8.005019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43738 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18681 members 
Mstep: Class 9 contains 223535 members 
Mstep: Class 10 contains 18134 members 
Mstep: Class 11 contains 101697 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 34786 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150020 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050192.000000 Penalty: 56640.539062
Iteration 429Q: 18 clusters Score -8.005019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43738 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18681 members 
Mstep: Class 9 contains 223536 members 
Mstep: Class 10 contains 18134 members 
Mstep: Class 11 contains 101694 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 34786 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150022 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050184.000000 Penalty: 56640.539062
Iteration 430Q: 18 clusters Score -8.005018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43738 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18681 members 
Mstep: Class 9 contains 223537 members 
Mstep: Class 10 contains 18134 members 
Mstep: Class 11 contains 101691 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 34786 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150024 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050176.000000 Penalty: 56640.539062
Iteration 431Q: 18 clusters Score -8.005018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43738 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18681 members 
Mstep: Class 9 contains 223537 members 
Mstep: Class 10 contains 18134 members 
Mstep: Class 11 contains 101689 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 34786 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150026 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050208.000000 Penalty: 56640.539062
Iteration 432Q: 18 clusters Score -8.005021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43738 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18681 members 
Mstep: Class 9 contains 223537 members 
Mstep: Class 10 contains 18134 members 
Mstep: Class 11 contains 101687 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 34786 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150028 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050216.000000 Penalty: 56640.539062
Iteration 433Q: 18 clusters Score -8.005022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43738 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18681 members 
Mstep: Class 9 contains 223538 members 
Mstep: Class 10 contains 18134 members 
Mstep: Class 11 contains 101683 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 34786 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150031 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050232.000000 Penalty: 56640.539062
Iteration 434Q: 18 clusters Score -8.005023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43738 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18681 members 
Mstep: Class 9 contains 223538 members 
Mstep: Class 10 contains 18134 members 
Mstep: Class 11 contains 101683 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 34786 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150031 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050232.000000 Penalty: 56640.539062
Iteration 435F: 18 clusters Score -8.005023e+07 nChanged 0
Entering ConstructFrom: 
Score: -80050232.000000 Penalty: 56640.539062
Entering ConstructFrom: 
Trying to split cluster 1 (1975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Entering Unmasked Estep 
Score: -212300.515625 Penalty: 1881.904297
	Iteration 0F: 2 clusters Score -212300.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -209699.312500 Penalty: 3763.808594
	Iteration 0F: 3 clusters Score -209699.3 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -210334.062500 Penalty: 3763.808594
	Iteration 1F: 3 clusters Score -210334.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -210690.609375 Penalty: 3763.808594
	Iteration 2F: 3 clusters Score -210690.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -211120.859375 Penalty: 3763.808594
	Iteration 3F: 3 clusters Score -211120.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -211631.328125 Penalty: 3763.808594
	Iteration 4F: 3 clusters Score -211631.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -212011.031250 Penalty: 3763.808594
	Iteration 5F: 3 clusters Score -212011 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -212209.578125 Penalty: 3763.808594
	Iteration 6Q: 3 clusters Score -212209.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -212289.421875 Penalty: 3763.808594
	Iteration 7Q: 3 clusters Score -212289.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -212326.906250 Penalty: 3763.808594
	Iteration 8Q: 3 clusters Score -212326.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -212349.406250 Penalty: 3763.808594
	Iteration 9Q: 3 clusters Score -212349.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -212366.359375 Penalty: 3763.808594
	Iteration 10Q: 3 clusters Score -212366.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -212384.125000 Penalty: 3763.808594
	Iteration 11Q: 3 clusters Score -212384.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -212398.734375 Penalty: 3763.808594
	Iteration 12Q: 3 clusters Score -212398.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -212414.937500 Penalty: 3763.808594
	Iteration 13Q: 3 clusters Score -212414.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -212429.703125 Penalty: 3763.808594
	Iteration 14Q: 3 clusters Score -212429.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -212438.828125 Penalty: 3763.808594
	Iteration 15Q: 3 clusters Score -212438.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -212455.359375 Penalty: 3763.808594
	Iteration 16Q: 3 clusters Score -212455.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -212471.968750 Penalty: 3763.808594
	Iteration 17Q: 3 clusters Score -212472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -212494.328125 Penalty: 3763.808594
	Iteration 18Q: 3 clusters Score -212494.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -212510.484375 Penalty: 3763.808594
	Iteration 19Q: 3 clusters Score -212510.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -212536.890625 Penalty: 3763.808594
	Iteration 20F: 3 clusters Score -212536.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -212580.265625 Penalty: 3763.808594
	Iteration 21Q: 3 clusters Score -212580.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -212609.703125 Penalty: 3763.808594
	Iteration 22Q: 3 clusters Score -212609.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -212630.484375 Penalty: 3763.808594
	Iteration 23Q: 3 clusters Score -212630.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -212639.437500 Penalty: 3763.808594
	Iteration 24Q: 3 clusters Score -212639.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -212640.000000 Penalty: 3763.808594
	Iteration 25Q: 3 clusters Score -212640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -212641.218750 Penalty: 3763.808594
	Iteration 26Q: 3 clusters Score -212641.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -212641.218750 Penalty: 3763.808594
	Iteration 27F: 3 clusters Score -212641.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43738 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 18681 members 
Mstep: Class 9 contains 223538 members 
Mstep: Class 10 contains 18134 members 
Mstep: Class 11 contains 101683 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 34786 members 
Mstep: Class 14 contains 928 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150031 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
Score: -80049112.000000 Penalty: 59972.335938
Splitting cluster 1 changes total score from -80050232.000000 to -80049112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -236080.203125 Penalty: 1896.769165
	Iteration 0F: 2 clusters Score -236080.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -233428.140625 Penalty: 3793.538330
	Iteration 0F: 3 clusters Score -233428.1 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -234026.546875 Penalty: 3793.538330
	Iteration 1F: 3 clusters Score -234026.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -234218.156250 Penalty: 3793.538330
	Iteration 2F: 3 clusters Score -234218.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -234301.703125 Penalty: 3793.538330
	Iteration 3Q: 3 clusters Score -234301.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -234357.281250 Penalty: 3793.538330
	Iteration 4Q: 3 clusters Score -234357.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -234428.343750 Penalty: 3793.538330
	Iteration 5Q: 3 clusters Score -234428.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -234525.093750 Penalty: 3793.538330
	Iteration 6Q: 3 clusters Score -234525.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -234679.578125 Penalty: 3793.538330
	Iteration 7Q: 3 clusters Score -234679.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -234887.109375 Penalty: 3793.538330
	Iteration 8Q: 3 clusters Score -234887.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -235083.093750 Penalty: 3793.538330
	Iteration 9Q: 3 clusters Score -235083.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -235238.000000 Penalty: 3793.538330
	Iteration 10Q: 3 clusters Score -235238 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -235375.578125 Penalty: 3793.538330
	Iteration 11Q: 3 clusters Score -235375.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -235497.671875 Penalty: 3793.538330
	Iteration 12Q: 3 clusters Score -235497.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -235601.515625 Penalty: 3793.538330
	Iteration 13Q: 3 clusters Score -235601.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -235655.000000 Penalty: 3793.538330
	Iteration 14Q: 3 clusters Score -235655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -235680.296875 Penalty: 3793.538330
	Iteration 15Q: 3 clusters Score -235680.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -235701.750000 Penalty: 3793.538330
	Iteration 16Q: 3 clusters Score -235701.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -235717.765625 Penalty: 3793.538330
	Iteration 17Q: 3 clusters Score -235717.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -235723.218750 Penalty: 3793.538330
	Iteration 18Q: 3 clusters Score -235723.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -235728.234375 Penalty: 3793.538330
	Iteration 19Q: 3 clusters Score -235728.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -235738.968750 Penalty: 3793.538330
	Iteration 20F: 3 clusters Score -235739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -235744.843750 Penalty: 3793.538330
	Iteration 21Q: 3 clusters Score -235744.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -235748.828125 Penalty: 3793.538330
	Iteration 22Q: 3 clusters Score -235748.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -235751.640625 Penalty: 3793.538330
	Iteration 23Q: 3 clusters Score -235751.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -235753.531250 Penalty: 3793.538330
	Iteration 24Q: 3 clusters Score -235753.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -235754.640625 Penalty: 3793.538330
	Iteration 25Q: 3 clusters Score -235754.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -235754.640625 Penalty: 3793.538330
	Iteration 26F: 3 clusters Score -235754.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Entering Unmasked Estep 
Score: -741516.437500 Penalty: 2162.390625
	Iteration 0F: 2 clusters Score -741516.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -736360.000000 Penalty: 4324.781250
	Iteration 0F: 3 clusters Score -736360 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -737631.062500 Penalty: 4324.781250
	Iteration 1F: 3 clusters Score -737631.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -737873.875000 Penalty: 4324.781250
	Iteration 2F: 3 clusters Score -737873.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -738105.937500 Penalty: 4324.781250
	Iteration 3F: 3 clusters Score -738105.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -738338.937500 Penalty: 4324.781250
	Iteration 4Q: 3 clusters Score -738338.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -738573.812500 Penalty: 4324.781250
	Iteration 5Q: 3 clusters Score -738573.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -738767.875000 Penalty: 4324.781250
	Iteration 6Q: 3 clusters Score -738767.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -738951.687500 Penalty: 4324.781250
	Iteration 7Q: 3 clusters Score -738951.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -739184.312500 Penalty: 4324.781250
	Iteration 8F: 3 clusters Score -739184.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -739470.562500 Penalty: 4324.781250
	Iteration 9F: 3 clusters Score -739470.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -739769.625000 Penalty: 4324.781250
	Iteration 10F: 3 clusters Score -739769.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -740061.875000 Penalty: 4324.781250
	Iteration 11F: 3 clusters Score -740061.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -740326.312500 Penalty: 4324.781250
	Iteration 12Q: 3 clusters Score -740326.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -740545.812500 Penalty: 4324.781250
	Iteration 13Q: 3 clusters Score -740545.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -740720.562500 Penalty: 4324.781250
	Iteration 14Q: 3 clusters Score -740720.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -740826.312500 Penalty: 4324.781250
	Iteration 15Q: 3 clusters Score -740826.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -740889.437500 Penalty: 4324.781250
	Iteration 16Q: 3 clusters Score -740889.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -740930.937500 Penalty: 4324.781250
	Iteration 17Q: 3 clusters Score -740930.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -740962.000000 Penalty: 4324.781250
	Iteration 18Q: 3 clusters Score -740962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -740980.562500 Penalty: 4324.781250
	Iteration 19Q: 3 clusters Score -740980.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -740988.250000 Penalty: 4324.781250
	Iteration 20F: 3 clusters Score -740988.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -740994.500000 Penalty: 4324.781250
	Iteration 21Q: 3 clusters Score -740994.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -741000.562500 Penalty: 4324.781250
	Iteration 22Q: 3 clusters Score -741000.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -741001.812500 Penalty: 4324.781250
	Iteration 23Q: 3 clusters Score -741001.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -741003.312500 Penalty: 4324.781250
	Iteration 24Q: 3 clusters Score -741003.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -741005.875000 Penalty: 4324.781250
	Iteration 25Q: 3 clusters Score -741005.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -741006.562500 Penalty: 4324.781250
	Iteration 26Q: 3 clusters Score -741006.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -741006.562500 Penalty: 4324.781250
	Iteration 27F: 3 clusters Score -741006.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Entering Unmasked Estep 
Score: -5106316.000000 Penalty: 2650.121094
	Iteration 0F: 2 clusters Score -5106316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -5076749.500000 Penalty: 5300.242188
	Iteration 0F: 3 clusters Score -5076750 nChanged 20214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -5087917.500000 Penalty: 5300.242188
	Iteration 1F: 3 clusters Score -5087918 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -5088409.000000 Penalty: 5300.242188
	Iteration 2Q: 3 clusters Score -5088409 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -5088933.500000 Penalty: 5300.242188
	Iteration 3Q: 3 clusters Score -5088934 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -5089493.500000 Penalty: 5300.242188
	Iteration 4Q: 3 clusters Score -5089494 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -5090194.500000 Penalty: 5300.242188
	Iteration 5Q: 3 clusters Score -5090194 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -5091170.500000 Penalty: 5300.242188
	Iteration 6Q: 3 clusters Score -5091170 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -5092603.500000 Penalty: 5300.242188
	Iteration 7F: 3 clusters Score -5092604 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -5094453.000000 Penalty: 5300.242188
	Iteration 8F: 3 clusters Score -5094453 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -5096837.500000 Penalty: 5300.242188
	Iteration 9F: 3 clusters Score -5096838 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -5099438.000000 Penalty: 5300.242188
	Iteration 10F: 3 clusters Score -5099438 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -5101634.500000 Penalty: 5300.242188
	Iteration 11F: 3 clusters Score -5101634 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -5103073.000000 Penalty: 5300.242188
	Iteration 12Q: 3 clusters Score -5103073 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -5103745.000000 Penalty: 5300.242188
	Iteration 13Q: 3 clusters Score -5103745 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -5103997.500000 Penalty: 5300.242188
	Iteration 14Q: 3 clusters Score -5103998 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -5104102.500000 Penalty: 5300.242188
	Iteration 15Q: 3 clusters Score -5104102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -5104145.000000 Penalty: 5300.242188
	Iteration 16Q: 3 clusters Score -5104145 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -5104185.500000 Penalty: 5300.242188
	Iteration 17Q: 3 clusters Score -5104186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
Score: -5104201.000000 Penalty: 5300.242188
	Iteration 18Q: 3 clusters Score -5104201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -5104214.000000 Penalty: 5300.242188
	Iteration 19Q: 3 clusters Score -5104214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -5104216.500000 Penalty: 5300.242188
	Iteration 20F: 3 clusters Score -5104216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -5104221.000000 Penalty: 5300.242188
	Iteration 21Q: 3 clusters Score -5104221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -5104224.500000 Penalty: 5300.242188
	Iteration 22Q: 3 clusters Score -5104224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -5104228.000000 Penalty: 5300.242188
	Iteration 23Q: 3 clusters Score -5104228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -5104225.500000 Penalty: 5300.242188
	Iteration 24Q: 3 clusters Score -5104226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -5104225.500000 Penalty: 5300.242188
	Iteration 25F: 3 clusters Score -5104226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Entering Unmasked Estep 
Score: -2276209.250000 Penalty: 2443.891846
	Iteration 0F: 2 clusters Score -2276209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2262789.000000 Penalty: 4887.783691
	Iteration 0F: 3 clusters Score -2262789 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2267309.750000 Penalty: 4887.783691
	Iteration 1F: 3 clusters Score -2267310 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2267770.750000 Penalty: 4887.783691
	Iteration 2F: 3 clusters Score -2267771 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2268277.000000 Penalty: 4887.783691
	Iteration 3F: 3 clusters Score -2268277 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2268908.750000 Penalty: 4887.783691
	Iteration 4F: 3 clusters Score -2268909 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2269635.250000 Penalty: 4887.783691
	Iteration 5Q: 3 clusters Score -2269635 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2270420.250000 Penalty: 4887.783691
	Iteration 6F: 3 clusters Score -2270420 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2271288.000000 Penalty: 4887.783691
	Iteration 7F: 3 clusters Score -2271288 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2272067.250000 Penalty: 4887.783691
	Iteration 8F: 3 clusters Score -2272067 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2272686.500000 Penalty: 4887.783691
	Iteration 9F: 3 clusters Score -2272686 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2273103.750000 Penalty: 4887.783691
	Iteration 10Q: 3 clusters Score -2273104 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2273338.750000 Penalty: 4887.783691
	Iteration 11Q: 3 clusters Score -2273339 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2273459.750000 Penalty: 4887.783691
	Iteration 12Q: 3 clusters Score -2273460 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2273526.750000 Penalty: 4887.783691
	Iteration 13Q: 3 clusters Score -2273527 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2273568.750000 Penalty: 4887.783691
	Iteration 14Q: 3 clusters Score -2273569 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2273605.000000 Penalty: 4887.783691
	Iteration 15Q: 3 clusters Score -2273605 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2273612.750000 Penalty: 4887.783691
	Iteration 16Q: 3 clusters Score -2273613 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2273636.000000 Penalty: 4887.783691
	Iteration 17Q: 3 clusters Score -2273636 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2273650.750000 Penalty: 4887.783691
	Iteration 18Q: 3 clusters Score -2273651 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2273667.250000 Penalty: 4887.783691
	Iteration 19Q: 3 clusters Score -2273667 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2273666.250000 Penalty: 4887.783691
	Iteration 20F: 3 clusters Score -2273666 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2273675.750000 Penalty: 4887.783691
	Iteration 21Q: 3 clusters Score -2273676 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2273686.250000 Penalty: 4887.783691
	Iteration 22Q: 3 clusters Score -2273686 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2273697.500000 Penalty: 4887.783691
	Iteration 23Q: 3 clusters Score -2273698 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2273710.750000 Penalty: 4887.783691
	Iteration 24Q: 3 clusters Score -2273711 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2273717.750000 Penalty: 4887.783691
	Iteration 25Q: 3 clusters Score -2273718 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2273726.500000 Penalty: 4887.783691
	Iteration 26Q: 3 clusters Score -2273726 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2273727.750000 Penalty: 4887.783691
	Iteration 27Q: 3 clusters Score -2273728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2273737.750000 Penalty: 4887.783691
	Iteration 28Q: 3 clusters Score -2273738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2273736.000000 Penalty: 4887.783691
	Iteration 29Q: 3 clusters Score -2273736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2273735.500000 Penalty: 4887.783691
	Iteration 30Q: 3 clusters Score -2273736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2273740.750000 Penalty: 4887.783691
	Iteration 31Q: 3 clusters Score -2273741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2273742.250000 Penalty: 4887.783691
	Iteration 32Q: 3 clusters Score -2273742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2273743.500000 Penalty: 4887.783691
	Iteration 33Q: 3 clusters Score -2273744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2273737.250000 Penalty: 4887.783691
	Iteration 34Q: 3 clusters Score -2273737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2273741.250000 Penalty: 4887.783691
	Iteration 35Q: 3 clusters Score -2273741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2273754.750000 Penalty: 4887.783691
	Iteration 36Q: 3 clusters Score -2273755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2273750.250000 Penalty: 4887.783691
	Iteration 37Q: 3 clusters Score -2273750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2273752.500000 Penalty: 4887.783691
	Iteration 38Q: 3 clusters Score -2273752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2273757.500000 Penalty: 4887.783691
	Iteration 39Q: 3 clusters Score -2273758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2273757.500000 Penalty: 4887.783691
	Iteration 40F: 3 clusters Score -2273758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2273756.750000 Penalty: 4887.783691
	Iteration 41Q: 3 clusters Score -2273757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2273755.250000 Penalty: 4887.783691
	Iteration 42Q: 3 clusters Score -2273755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2273755.250000 Penalty: 4887.783691
	Iteration 43F: 3 clusters Score -2273755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -56940.867188 Penalty: 1572.846191
	Iteration 0F: 2 clusters Score -56940.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -55413.511719 Penalty: 3145.692383
	Iteration 0F: 3 clusters Score -55413.51 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -55659.054688 Penalty: 3145.692383
	Iteration 1F: 3 clusters Score -55659.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55733.488281 Penalty: 3145.692383
	Iteration 2F: 3 clusters Score -55733.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55790.179688 Penalty: 3145.692383
	Iteration 3Q: 3 clusters Score -55790.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55849.523438 Penalty: 3145.692383
	Iteration 4Q: 3 clusters Score -55849.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55906.726562 Penalty: 3145.692383
	Iteration 5Q: 3 clusters Score -55906.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56004.546875 Penalty: 3145.692383
	Iteration 6Q: 3 clusters Score -56004.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -56116.753906 Penalty: 3145.692383
	Iteration 7Q: 3 clusters Score -56116.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56199.898438 Penalty: 3145.692383
	Iteration 8Q: 3 clusters Score -56199.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -56269.414062 Penalty: 3145.692383
	Iteration 9Q: 3 clusters Score -56269.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -56314.753906 Penalty: 3145.692383
	Iteration 10Q: 3 clusters Score -56314.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -56359.214844 Penalty: 3145.692383
	Iteration 11Q: 3 clusters Score -56359.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -56378.375000 Penalty: 3145.692383
	Iteration 12Q: 3 clusters Score -56378.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -56401.789062 Penalty: 3145.692383
	Iteration 13Q: 3 clusters Score -56401.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -56417.144531 Penalty: 3145.692383
	Iteration 14Q: 3 clusters Score -56417.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -56440.792969 Penalty: 3145.692383
	Iteration 15Q: 3 clusters Score -56440.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -56473.734375 Penalty: 3145.692383
	Iteration 16Q: 3 clusters Score -56473.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -56485.843750 Penalty: 3145.692383
	Iteration 17Q: 3 clusters Score -56485.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -56486.980469 Penalty: 3145.692383
	Iteration 18Q: 3 clusters Score -56486.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -56491.351562 Penalty: 3145.692383
	Iteration 19Q: 3 clusters Score -56491.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -56493.070312 Penalty: 3145.692383
	Iteration 20F: 3 clusters Score -56493.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -56495.628906 Penalty: 3145.692383
	Iteration 21Q: 3 clusters Score -56495.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -56495.628906 Penalty: 3145.692383
	Iteration 22F: 3 clusters Score -56495.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Entering Unmasked Estep 
Score: -684958.250000 Penalty: 2162.309570
	Iteration 0F: 2 clusters Score -684958.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -679754.937500 Penalty: 4324.619141
	Iteration 0F: 3 clusters Score -679754.9 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -681509.625000 Penalty: 4324.619141
	Iteration 1F: 3 clusters Score -681509.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -682016.812500 Penalty: 4324.619141
	Iteration 2F: 3 clusters Score -682016.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -682366.625000 Penalty: 4324.619141
	Iteration 3F: 3 clusters Score -682366.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -682664.750000 Penalty: 4324.619141
	Iteration 4F: 3 clusters Score -682664.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -682898.187500 Penalty: 4324.619141
	Iteration 5F: 3 clusters Score -682898.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -683095.000000 Penalty: 4324.619141
	Iteration 6Q: 3 clusters Score -683095 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -683274.875000 Penalty: 4324.619141
	Iteration 7Q: 3 clusters Score -683274.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -683422.187500 Penalty: 4324.619141
	Iteration 8Q: 3 clusters Score -683422.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -683529.125000 Penalty: 4324.619141
	Iteration 9Q: 3 clusters Score -683529.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -683636.000000 Penalty: 4324.619141
	Iteration 10Q: 3 clusters Score -683636 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -683724.312500 Penalty: 4324.619141
	Iteration 11Q: 3 clusters Score -683724.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -683800.125000 Penalty: 4324.619141
	Iteration 12Q: 3 clusters Score -683800.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -683873.312500 Penalty: 4324.619141
	Iteration 13Q: 3 clusters Score -683873.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -683943.625000 Penalty: 4324.619141
	Iteration 14Q: 3 clusters Score -683943.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -683999.875000 Penalty: 4324.619141
	Iteration 15Q: 3 clusters Score -683999.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -684041.312500 Penalty: 4324.619141
	Iteration 16Q: 3 clusters Score -684041.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -684078.875000 Penalty: 4324.619141
	Iteration 17Q: 3 clusters Score -684078.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -684113.562500 Penalty: 4324.619141
	Iteration 18Q: 3 clusters Score -684113.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -684150.875000 Penalty: 4324.619141
	Iteration 19Q: 3 clusters Score -684150.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -684190.937500 Penalty: 4324.619141
	Iteration 20F: 3 clusters Score -684190.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -684227.750000 Penalty: 4324.619141
	Iteration 21Q: 3 clusters Score -684227.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -684267.937500 Penalty: 4324.619141
	Iteration 22Q: 3 clusters Score -684267.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -684308.312500 Penalty: 4324.619141
	Iteration 23Q: 3 clusters Score -684308.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -684347.312500 Penalty: 4324.619141
	Iteration 24Q: 3 clusters Score -684347.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -684363.000000 Penalty: 4324.619141
	Iteration 25Q: 3 clusters Score -684363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -684371.500000 Penalty: 4324.619141
	Iteration 26Q: 3 clusters Score -684371.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -684377.000000 Penalty: 4324.619141
	Iteration 27Q: 3 clusters Score -684377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -684376.750000 Penalty: 4324.619141
	Iteration 28Q: 3 clusters Score -684376.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -684376.750000 Penalty: 4324.619141
	Iteration 29F: 3 clusters Score -684376.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Entering Unmasked Estep 
Score: -2273154.500000 Penalty: 2439.145020
	Iteration 0F: 2 clusters Score -2273154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2259883.750000 Penalty: 4878.290039
	Iteration 0F: 3 clusters Score -2259884 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2264238.500000 Penalty: 4878.290039
	Iteration 1F: 3 clusters Score -2264238 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2264600.750000 Penalty: 4878.290039
	Iteration 2F: 3 clusters Score -2264601 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2264912.750000 Penalty: 4878.290039
	Iteration 3Q: 3 clusters Score -2264913 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2265287.500000 Penalty: 4878.290039
	Iteration 4Q: 3 clusters Score -2265288 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2265797.750000 Penalty: 4878.290039
	Iteration 5Q: 3 clusters Score -2265798 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2266573.750000 Penalty: 4878.290039
	Iteration 6F: 3 clusters Score -2266574 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2267551.000000 Penalty: 4878.290039
	Iteration 7F: 3 clusters Score -2267551 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2268665.750000 Penalty: 4878.290039
	Iteration 8F: 3 clusters Score -2268666 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2269864.500000 Penalty: 4878.290039
	Iteration 9F: 3 clusters Score -2269864 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2270946.000000 Penalty: 4878.290039
	Iteration 10F: 3 clusters Score -2270946 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2271755.250000 Penalty: 4878.290039
	Iteration 11F: 3 clusters Score -2271755 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2272198.750000 Penalty: 4878.290039
	Iteration 12Q: 3 clusters Score -2272199 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2272496.000000 Penalty: 4878.290039
	Iteration 13Q: 3 clusters Score -2272496 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2272655.500000 Penalty: 4878.290039
	Iteration 14Q: 3 clusters Score -2272656 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2272768.250000 Penalty: 4878.290039
	Iteration 15Q: 3 clusters Score -2272768 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2272855.750000 Penalty: 4878.290039
	Iteration 16Q: 3 clusters Score -2272856 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2272917.500000 Penalty: 4878.290039
	Iteration 17Q: 3 clusters Score -2272918 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2272966.500000 Penalty: 4878.290039
	Iteration 18Q: 3 clusters Score -2272966 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2273011.750000 Penalty: 4878.290039
	Iteration 19Q: 3 clusters Score -2273012 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2273044.250000 Penalty: 4878.290039
	Iteration 20F: 3 clusters Score -2273044 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2273062.000000 Penalty: 4878.290039
	Iteration 21Q: 3 clusters Score -2273062 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2273082.750000 Penalty: 4878.290039
	Iteration 22Q: 3 clusters Score -2273083 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2273104.750000 Penalty: 4878.290039
	Iteration 23Q: 3 clusters Score -2273105 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2273122.750000 Penalty: 4878.290039
	Iteration 24Q: 3 clusters Score -2273123 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2273132.000000 Penalty: 4878.290039
	Iteration 25Q: 3 clusters Score -2273132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2273142.750000 Penalty: 4878.290039
	Iteration 26Q: 3 clusters Score -2273143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2273147.500000 Penalty: 4878.290039
	Iteration 27Q: 3 clusters Score -2273148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2273155.250000 Penalty: 4878.290039
	Iteration 28Q: 3 clusters Score -2273155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2273158.250000 Penalty: 4878.290039
	Iteration 29Q: 3 clusters Score -2273158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2273157.750000 Penalty: 4878.290039
	Iteration 30Q: 3 clusters Score -2273158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2273156.000000 Penalty: 4878.290039
	Iteration 31Q: 3 clusters Score -2273156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2273159.750000 Penalty: 4878.290039
	Iteration 32Q: 3 clusters Score -2273160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2273157.000000 Penalty: 4878.290039
	Iteration 33Q: 3 clusters Score -2273157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2273158.000000 Penalty: 4878.290039
	Iteration 34Q: 3 clusters Score -2273158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2273160.250000 Penalty: 4878.290039
	Iteration 35Q: 3 clusters Score -2273160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2273157.250000 Penalty: 4878.290039
	Iteration 36Q: 3 clusters Score -2273157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2273161.000000 Penalty: 4878.290039
	Iteration 37Q: 3 clusters Score -2273161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -2273161.500000 Penalty: 4878.290039
	Iteration 38Q: 3 clusters Score -2273162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2273159.500000 Penalty: 4878.290039
	Iteration 39Q: 3 clusters Score -2273160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2273160.000000 Penalty: 4878.290039
	Iteration 40F: 3 clusters Score -2273160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2273162.000000 Penalty: 4878.290039
	Iteration 41Q: 3 clusters Score -2273162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2273161.500000 Penalty: 4878.290039
	Iteration 42Q: 3 clusters Score -2273162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2273159.000000 Penalty: 4878.290039
	Iteration 43Q: 3 clusters Score -2273159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2273159.000000 Penalty: 4878.290039
	Iteration 44F: 3 clusters Score -2273159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 43738 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 223538 members 
Mstep: Class 10 contains 18134 members 
Mstep: Class 11 contains 101683 members 
Mstep: Class 12 contains 39190 members 
Mstep: Class 13 contains 34786 members 
Mstep: Class 14 contains 17091 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 150031 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
Score: -80049320.000000 Penalty: 59972.335938
Splitting cluster 8 changes total score from -80050232.000000 to -80049320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (223538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223538 members 
Entering Unmasked Estep 
Score: -26624076.000000 Penalty: 3054.699707
	Iteration 0F: 2 clusters Score -2.662408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111802 members 
Mstep: Class 2 contains 111736 members 
Entering Unmasked Estep 
Score: -26487178.000000 Penalty: 6109.399414
	Iteration 0F: 3 clusters Score -2.648718e+07 nChanged 107414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110540 members 
Mstep: Class 2 contains 112998 members 
Entering Unmasked Estep 
Score: -26549986.000000 Penalty: 6109.399414
	Iteration 1F: 3 clusters Score -2.654999e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109830 members 
Mstep: Class 2 contains 113708 members 
Entering Unmasked Estep 
Score: -26551534.000000 Penalty: 6109.399414
	Iteration 2Q: 3 clusters Score -2.655153e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108873 members 
Mstep: Class 2 contains 114665 members 
Entering Unmasked Estep 
Score: -26553714.000000 Penalty: 6109.399414
	Iteration 3Q: 3 clusters Score -2.655371e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107661 members 
Mstep: Class 2 contains 115877 members 
Entering Unmasked Estep 
Score: -26556760.000000 Penalty: 6109.399414
	Iteration 4Q: 3 clusters Score -2.655676e+07 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106189 members 
Mstep: Class 2 contains 117349 members 
Entering Unmasked Estep 
Score: -26561640.000000 Penalty: 6109.399414
	Iteration 5Q: 3 clusters Score -2.656164e+07 nChanged 12244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104593 members 
Mstep: Class 2 contains 118945 members 
Entering Unmasked Estep 
Score: -26569540.000000 Penalty: 6109.399414
	Iteration 6F: 3 clusters Score -2.656954e+07 nChanged 14338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103137 members 
Mstep: Class 2 contains 120401 members 
Entering Unmasked Estep 
Score: -26579880.000000 Penalty: 6109.399414
	Iteration 7F: 3 clusters Score -2.657988e+07 nChanged 15238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102087 members 
Mstep: Class 2 contains 121451 members 
Entering Unmasked Estep 
Score: -26590822.000000 Penalty: 6109.399414
	Iteration 8F: 3 clusters Score -2.659082e+07 nChanged 12904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101291 members 
Mstep: Class 2 contains 122247 members 
Entering Unmasked Estep 
Score: -26597216.000000 Penalty: 6109.399414
	Iteration 9F: 3 clusters Score -2.659722e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100487 members 
Mstep: Class 2 contains 123051 members 
Entering Unmasked Estep 
Score: -26599240.000000 Penalty: 6109.399414
	Iteration 10Q: 3 clusters Score -2.659924e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99632 members 
Mstep: Class 2 contains 123906 members 
Entering Unmasked Estep 
Score: -26599928.000000 Penalty: 6109.399414
	Iteration 11Q: 3 clusters Score -2.659993e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98766 members 
Mstep: Class 2 contains 124772 members 
Entering Unmasked Estep 
Score: -26600206.000000 Penalty: 6109.399414
	Iteration 12Q: 3 clusters Score -2.660021e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97897 members 
Mstep: Class 2 contains 125641 members 
Entering Unmasked Estep 
Score: -26600404.000000 Penalty: 6109.399414
	Iteration 13Q: 3 clusters Score -2.66004e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96988 members 
Mstep: Class 2 contains 126550 members 
Entering Unmasked Estep 
Score: -26600526.000000 Penalty: 6109.399414
	Iteration 14Q: 3 clusters Score -2.660053e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96064 members 
Mstep: Class 2 contains 127474 members 
Entering Unmasked Estep 
Score: -26600658.000000 Penalty: 6109.399414
	Iteration 15Q: 3 clusters Score -2.660066e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95117 members 
Mstep: Class 2 contains 128421 members 
Entering Unmasked Estep 
Score: -26600762.000000 Penalty: 6109.399414
	Iteration 16Q: 3 clusters Score -2.660076e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94126 members 
Mstep: Class 2 contains 129412 members 
Entering Unmasked Estep 
Score: -26600898.000000 Penalty: 6109.399414
	Iteration 17Q: 3 clusters Score -2.66009e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93154 members 
Mstep: Class 2 contains 130384 members 
Entering Unmasked Estep 
Score: -26601008.000000 Penalty: 6109.399414
	Iteration 18Q: 3 clusters Score -2.660101e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92178 members 
Mstep: Class 2 contains 131360 members 
Entering Unmasked Estep 
Score: -26601124.000000 Penalty: 6109.399414
	Iteration 19Q: 3 clusters Score -2.660112e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91137 members 
Mstep: Class 2 contains 132401 members 
Entering Unmasked Estep 
Score: -26601222.000000 Penalty: 6109.399414
	Iteration 20F: 3 clusters Score -2.660122e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90057 members 
Mstep: Class 2 contains 133481 members 
Entering Unmasked Estep 
Score: -26601254.000000 Penalty: 6109.399414
	Iteration 21Q: 3 clusters Score -2.660125e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88915 members 
Mstep: Class 2 contains 134623 members 
Entering Unmasked Estep 
Score: -26601424.000000 Penalty: 6109.399414
	Iteration 22Q: 3 clusters Score -2.660142e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87712 members 
Mstep: Class 2 contains 135826 members 
Entering Unmasked Estep 
Score: -26601698.000000 Penalty: 6109.399414
	Iteration 23Q: 3 clusters Score -2.66017e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86516 members 
Mstep: Class 2 contains 137022 members 
Entering Unmasked Estep 
Score: -26601752.000000 Penalty: 6109.399414
	Iteration 24Q: 3 clusters Score -2.660175e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85267 members 
Mstep: Class 2 contains 138271 members 
Entering Unmasked Estep 
Score: -26601934.000000 Penalty: 6109.399414
	Iteration 25Q: 3 clusters Score -2.660193e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84027 members 
Mstep: Class 2 contains 139511 members 
Entering Unmasked Estep 
Score: -26601890.000000 Penalty: 6109.399414
	Iteration 26Q: 3 clusters Score -2.660189e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82726 members 
Mstep: Class 2 contains 140812 members 
Entering Unmasked Estep 
Score: -26601928.000000 Penalty: 6109.399414
	Iteration 27Q: 3 clusters Score -2.660193e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81302 members 
Mstep: Class 2 contains 142236 members 
Entering Unmasked Estep 
Score: -26602022.000000 Penalty: 6109.399414
	Iteration 28Q: 3 clusters Score -2.660202e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79861 members 
Mstep: Class 2 contains 143677 members 
Entering Unmasked Estep 
Score: -26602032.000000 Penalty: 6109.399414
	Iteration 29Q: 3 clusters Score -2.660203e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78446 members 
Mstep: Class 2 contains 145092 members 
Entering Unmasked Estep 
Score: -26602156.000000 Penalty: 6109.399414
	Iteration 30Q: 3 clusters Score -2.660216e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77079 members 
Mstep: Class 2 contains 146459 members 
Entering Unmasked Estep 
Score: -26602228.000000 Penalty: 6109.399414
	Iteration 31Q: 3 clusters Score -2.660223e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75747 members 
Mstep: Class 2 contains 147791 members 
Entering Unmasked Estep 
Score: -26602342.000000 Penalty: 6109.399414
	Iteration 32Q: 3 clusters Score -2.660234e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74414 members 
Mstep: Class 2 contains 149124 members 
Entering Unmasked Estep 
Score: -26602450.000000 Penalty: 6109.399414
	Iteration 33Q: 3 clusters Score -2.660245e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73182 members 
Mstep: Class 2 contains 150356 members 
Entering Unmasked Estep 
Score: -26602454.000000 Penalty: 6109.399414
	Iteration 34Q: 3 clusters Score -2.660245e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71966 members 
Mstep: Class 2 contains 151572 members 
Entering Unmasked Estep 
Score: -26602528.000000 Penalty: 6109.399414
	Iteration 35Q: 3 clusters Score -2.660253e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70814 members 
Mstep: Class 2 contains 152724 members 
Entering Unmasked Estep 
Score: -26602576.000000 Penalty: 6109.399414
	Iteration 36Q: 3 clusters Score -2.660258e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69680 members 
Mstep: Class 2 contains 153858 members 
Entering Unmasked Estep 
Score: -26602632.000000 Penalty: 6109.399414
	Iteration 37Q: 3 clusters Score -2.660263e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68567 members 
Mstep: Class 2 contains 154971 members 
Entering Unmasked Estep 
Score: -26602772.000000 Penalty: 6109.399414
	Iteration 38Q: 3 clusters Score -2.660277e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67480 members 
Mstep: Class 2 contains 156058 members 
Entering Unmasked Estep 
Score: -26602850.000000 Penalty: 6109.399414
	Iteration 39Q: 3 clusters Score -2.660285e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66359 members 
Mstep: Class 2 contains 157179 members 
Entering Unmasked Estep 
Score: -26603026.000000 Penalty: 6109.399414
	Iteration 40F: 3 clusters Score -2.660303e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65230 members 
Mstep: Class 2 contains 158308 members 
Entering Unmasked Estep 
Score: -26603044.000000 Penalty: 6109.399414
	Iteration 41Q: 3 clusters Score -2.660304e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64177 members 
Mstep: Class 2 contains 159361 members 
Entering Unmasked Estep 
Score: -26603180.000000 Penalty: 6109.399414
	Iteration 42Q: 3 clusters Score -2.660318e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 160446 members 
Entering Unmasked Estep 
Score: -26603300.000000 Penalty: 6109.399414
	Iteration 43Q: 3 clusters Score -2.66033e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61963 members 
Mstep: Class 2 contains 161575 members 
Entering Unmasked Estep 
Score: -26603330.000000 Penalty: 6109.399414
	Iteration 44Q: 3 clusters Score -2.660333e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60943 members 
Mstep: Class 2 contains 162595 members 
Entering Unmasked Estep 
Score: -26603384.000000 Penalty: 6109.399414
	Iteration 45Q: 3 clusters Score -2.660338e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59855 members 
Mstep: Class 2 contains 163683 members 
Entering Unmasked Estep 
Score: -26603470.000000 Penalty: 6109.399414
	Iteration 46Q: 3 clusters Score -2.660347e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58737 members 
Mstep: Class 2 contains 164801 members 
Entering Unmasked Estep 
Score: -26603598.000000 Penalty: 6109.399414
	Iteration 47Q: 3 clusters Score -2.66036e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57636 members 
Mstep: Class 2 contains 165902 members 
Entering Unmasked Estep 
Score: -26603664.000000 Penalty: 6109.399414
	Iteration 48Q: 3 clusters Score -2.660366e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56561 members 
Mstep: Class 2 contains 166977 members 
Entering Unmasked Estep 
Score: -26603878.000000 Penalty: 6109.399414
	Iteration 49Q: 3 clusters Score -2.660388e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 168065 members 
Entering Unmasked Estep 
Score: -26603992.000000 Penalty: 6109.399414
	Iteration 50Q: 3 clusters Score -2.660399e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 169211 members 
Entering Unmasked Estep 
Score: -26604130.000000 Penalty: 6109.399414
	Iteration 51Q: 3 clusters Score -2.660413e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 170354 members 
Entering Unmasked Estep 
Score: -26604352.000000 Penalty: 6109.399414
	Iteration 52Q: 3 clusters Score -2.660435e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 171458 members 
Entering Unmasked Estep 
Score: -26604518.000000 Penalty: 6109.399414
	Iteration 53Q: 3 clusters Score -2.660452e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 172559 members 
Entering Unmasked Estep 
Score: -26604780.000000 Penalty: 6109.399414
	Iteration 54Q: 3 clusters Score -2.660478e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 173756 members 
Entering Unmasked Estep 
Score: -26604902.000000 Penalty: 6109.399414
	Iteration 55Q: 3 clusters Score -2.66049e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 175008 members 
Entering Unmasked Estep 
Score: -26605014.000000 Penalty: 6109.399414
	Iteration 56Q: 3 clusters Score -2.660501e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 176301 members 
Entering Unmasked Estep 
Score: -26605340.000000 Penalty: 6109.399414
	Iteration 57Q: 3 clusters Score -2.660534e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 177668 members 
Entering Unmasked Estep 
Score: -26605594.000000 Penalty: 6109.399414
	Iteration 58Q: 3 clusters Score -2.660559e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 179095 members 
Entering Unmasked Estep 
Score: -26605868.000000 Penalty: 6109.399414
	Iteration 59Q: 3 clusters Score -2.660587e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 180641 members 
Entering Unmasked Estep 
Score: -26606182.000000 Penalty: 6109.399414
	Iteration 60F: 3 clusters Score -2.660618e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 182220 members 
Entering Unmasked Estep 
Score: -26606486.000000 Penalty: 6109.399414
	Iteration 61Q: 3 clusters Score -2.660649e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 183787 members 
Entering Unmasked Estep 
Score: -26606988.000000 Penalty: 6109.399414
	Iteration 62Q: 3 clusters Score -2.660699e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 185369 members 
Entering Unmasked Estep 
Score: -26607512.000000 Penalty: 6109.399414
	Iteration 63Q: 3 clusters Score -2.660751e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 186979 members 
Entering Unmasked Estep 
Score: -26608096.000000 Penalty: 6109.399414
	Iteration 64Q: 3 clusters Score -2.66081e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 188664 members 
Entering Unmasked Estep 
Score: -26608530.000000 Penalty: 6109.399414
	Iteration 65Q: 3 clusters Score -2.660853e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 190461 members 
Entering Unmasked Estep 
Score: -26609854.000000 Penalty: 6109.399414
	Iteration 66Q: 3 clusters Score -2.660985e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 192365 members 
Entering Unmasked Estep 
Score: -26611068.000000 Penalty: 6109.399414
	Iteration 67Q: 3 clusters Score -2.661107e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 194436 members 
Entering Unmasked Estep 
Score: -26612494.000000 Penalty: 6109.399414
	Iteration 68Q: 3 clusters Score -2.661249e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 196673 members 
Entering Unmasked Estep 
Score: -26614300.000000 Penalty: 6109.399414
	Iteration 69Q: 3 clusters Score -2.66143e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 199095 members 
Entering Unmasked Estep 
Score: -26615932.000000 Penalty: 6109.399414
	Iteration 70Q: 3 clusters Score -2.661593e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 201596 members 
Entering Unmasked Estep 
Score: -26617350.000000 Penalty: 6109.399414
	Iteration 71Q: 3 clusters Score -2.661735e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 204101 members 
Entering Unmasked Estep 
Score: -26618628.000000 Penalty: 6109.399414
	Iteration 72Q: 3 clusters Score -2.661863e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 206625 members 
Entering Unmasked Estep 
Score: -26619896.000000 Penalty: 6109.399414
	Iteration 73Q: 3 clusters Score -2.66199e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 209061 members 
Entering Unmasked Estep 
Score: -26620980.000000 Penalty: 6109.399414
	Iteration 74Q: 3 clusters Score -2.662098e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 211436 members 
Entering Unmasked Estep 
Score: -26621806.000000 Penalty: 6109.399414
	Iteration 75Q: 3 clusters Score -2.662181e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 213629 members 
Entering Unmasked Estep 
Score: -26622180.000000 Penalty: 6109.399414
	Iteration 76Q: 3 clusters Score -2.662218e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 215538 members 
Entering Unmasked Estep 
Score: -26622298.000000 Penalty: 6109.399414
	Iteration 77Q: 3 clusters Score -2.66223e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 217138 members 
Entering Unmasked Estep 
Score: -26622556.000000 Penalty: 6109.399414
	Iteration 78Q: 3 clusters Score -2.662256e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 218453 members 
Entering Unmasked Estep 
Score: -26622694.000000 Penalty: 6109.399414
	Iteration 79Q: 3 clusters Score -2.662269e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 219502 members 
Entering Unmasked Estep 
Score: -26622608.000000 Penalty: 6109.399414
	Iteration 80F: 3 clusters Score -2.662261e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 220317 members 
Entering Unmasked Estep 
Score: -26622432.000000 Penalty: 6109.399414
	Iteration 81Q: 3 clusters Score -2.662243e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 220950 members 
Entering Unmasked Estep 
Score: -26622310.000000 Penalty: 6109.399414
	Iteration 82Q: 3 clusters Score -2.662231e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 221421 members 
Entering Unmasked Estep 
Score: -26622202.000000 Penalty: 6109.399414
	Iteration 83Q: 3 clusters Score -2.66222e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 221762 members 
Entering Unmasked Estep 
Score: -26622158.000000 Penalty: 6109.399414
	Iteration 84Q: 3 clusters Score -2.662216e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 222037 members 
Entering Unmasked Estep 
Score: -26622102.000000 Penalty: 6109.399414
	Iteration 85Q: 3 clusters Score -2.66221e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 222238 members 
Entering Unmasked Estep 
Score: -26622070.000000 Penalty: 6109.399414
	Iteration 86Q: 3 clusters Score -2.662207e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 222380 members 
Entering Unmasked Estep 
Score: -26622094.000000 Penalty: 6109.399414
	Iteration 87Q: 3 clusters Score -2.662209e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 222490 members 
Entering Unmasked Estep 
Score: -26622060.000000 Penalty: 6109.399414
	Iteration 88Q: 3 clusters Score -2.662206e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 222559 members 
Entering Unmasked Estep 
Score: -26622026.000000 Penalty: 6109.399414
	Iteration 89Q: 3 clusters Score -2.662203e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 222614 members 
Entering Unmasked Estep 
Score: -26621964.000000 Penalty: 6109.399414
	Iteration 90Q: 3 clusters Score -2.662196e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 222658 members 
Entering Unmasked Estep 
Score: -26622000.000000 Penalty: 6109.399414
	Iteration 91Q: 3 clusters Score -2.6622e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 222692 members 
Entering Unmasked Estep 
Score: -26621972.000000 Penalty: 6109.399414
	Iteration 92Q: 3 clusters Score -2.662197e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 222715 members 
Entering Unmasked Estep 
Score: -26621942.000000 Penalty: 6109.399414
	Iteration 93Q: 3 clusters Score -2.662194e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 222732 members 
Entering Unmasked Estep 
Score: -26621980.000000 Penalty: 6109.399414
	Iteration 94Q: 3 clusters Score -2.662198e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 222742 members 
Entering Unmasked Estep 
Score: -26621978.000000 Penalty: 6109.399414
	Iteration 95Q: 3 clusters Score -2.662198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 222747 members 
Entering Unmasked Estep 
Score: -26621994.000000 Penalty: 6109.399414
	Iteration 96Q: 3 clusters Score -2.662199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 222752 members 
Entering Unmasked Estep 
Score: -26621982.000000 Penalty: 6109.399414
	Iteration 97Q: 3 clusters Score -2.662198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 222755 members 
Entering Unmasked Estep 
Score: -26622002.000000 Penalty: 6109.399414
	Iteration 98Q: 3 clusters Score -2.6622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 222762 members 
Entering Unmasked Estep 
Score: -26621988.000000 Penalty: 6109.399414
	Iteration 99Q: 3 clusters Score -2.662199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 222765 members 
Entering Unmasked Estep 
Score: -26621980.000000 Penalty: 6109.399414
	Iteration 100F: 3 clusters Score -2.662198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 222765 members 
Entering Unmasked Estep 
Score: -26621986.000000 Penalty: 6109.399414
	Iteration 101Q: 3 clusters Score -2.662199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 222766 members 
Entering Unmasked Estep 
Score: -26621986.000000 Penalty: 6109.399414
	Iteration 102Q: 3 clusters Score -2.662199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 222764 members 
Entering Unmasked Estep 
Score: -26622004.000000 Penalty: 6109.399414
	Iteration 103Q: 3 clusters Score -2.6622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 222765 members 
Entering Unmasked Estep 
Score: -26622004.000000 Penalty: 6109.399414
	Iteration 104Q: 3 clusters Score -2.6622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 222766 members 
Entering Unmasked Estep 
Score: -26621998.000000 Penalty: 6109.399414
	Iteration 105Q: 3 clusters Score -2.6622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 222769 members 
Entering Unmasked Estep 
Score: -26621994.000000 Penalty: 6109.399414
	Iteration 106Q: 3 clusters Score -2.662199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 222770 members 
Entering Unmasked Estep 
Score: -26621982.000000 Penalty: 6109.399414
	Iteration 107Q: 3 clusters Score -2.662198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 222771 members 
Entering Unmasked Estep 
Score: -26621990.000000 Penalty: 6109.399414
	Iteration 108Q: 3 clusters Score -2.662199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 222771 members 
Entering Unmasked Estep 
Score: -26621990.000000 Penalty: 6109.399414
	Iteration 109F: 3 clusters Score -2.662199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Entering Unmasked Estep 
Score: -2198101.750000 Penalty: 2431.774902
	Iteration 0F: 2 clusters Score -2198102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2185218.750000 Penalty: 4863.549805
	Iteration 0F: 3 clusters Score -2185219 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2189508.750000 Penalty: 4863.549805
	Iteration 1F: 3 clusters Score -2189509 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2189838.250000 Penalty: 4863.549805
	Iteration 2F: 3 clusters Score -2189838 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2190084.000000 Penalty: 4863.549805
	Iteration 3Q: 3 clusters Score -2190084 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2190312.750000 Penalty: 4863.549805
	Iteration 4Q: 3 clusters Score -2190313 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2190535.500000 Penalty: 4863.549805
	Iteration 5Q: 3 clusters Score -2190536 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2190795.500000 Penalty: 4863.549805
	Iteration 6Q: 3 clusters Score -2190796 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2191078.250000 Penalty: 4863.549805
	Iteration 7Q: 3 clusters Score -2191078 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2191440.500000 Penalty: 4863.549805
	Iteration 8Q: 3 clusters Score -2191440 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2191839.000000 Penalty: 4863.549805
	Iteration 9Q: 3 clusters Score -2191839 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2192316.000000 Penalty: 4863.549805
	Iteration 10Q: 3 clusters Score -2192316 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2192847.750000 Penalty: 4863.549805
	Iteration 11Q: 3 clusters Score -2192848 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2193330.000000 Penalty: 4863.549805
	Iteration 12Q: 3 clusters Score -2193330 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2193746.000000 Penalty: 4863.549805
	Iteration 13Q: 3 clusters Score -2193746 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2194095.000000 Penalty: 4863.549805
	Iteration 14Q: 3 clusters Score -2194095 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2194378.250000 Penalty: 4863.549805
	Iteration 15Q: 3 clusters Score -2194378 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2194592.250000 Penalty: 4863.549805
	Iteration 16Q: 3 clusters Score -2194592 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2194786.500000 Penalty: 4863.549805
	Iteration 17Q: 3 clusters Score -2194786 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2194964.750000 Penalty: 4863.549805
	Iteration 18Q: 3 clusters Score -2194965 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2195094.000000 Penalty: 4863.549805
	Iteration 19Q: 3 clusters Score -2195094 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2195239.750000 Penalty: 4863.549805
	Iteration 20F: 3 clusters Score -2195240 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2195331.000000 Penalty: 4863.549805
	Iteration 21Q: 3 clusters Score -2195331 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2195393.500000 Penalty: 4863.549805
	Iteration 22Q: 3 clusters Score -2195394 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2195450.500000 Penalty: 4863.549805
	Iteration 23Q: 3 clusters Score -2195450 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2195505.250000 Penalty: 4863.549805
	Iteration 24Q: 3 clusters Score -2195505 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2195539.000000 Penalty: 4863.549805
	Iteration 25Q: 3 clusters Score -2195539 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2195578.250000 Penalty: 4863.549805
	Iteration 26Q: 3 clusters Score -2195578 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2195622.250000 Penalty: 4863.549805
	Iteration 27Q: 3 clusters Score -2195622 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2195652.500000 Penalty: 4863.549805
	Iteration 28Q: 3 clusters Score -2195652 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2195682.500000 Penalty: 4863.549805
	Iteration 29Q: 3 clusters Score -2195682 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2195703.250000 Penalty: 4863.549805
	Iteration 30Q: 3 clusters Score -2195703 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2195727.250000 Penalty: 4863.549805
	Iteration 31Q: 3 clusters Score -2195727 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2195744.000000 Penalty: 4863.549805
	Iteration 32Q: 3 clusters Score -2195744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2195765.750000 Penalty: 4863.549805
	Iteration 33Q: 3 clusters Score -2195766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2195785.500000 Penalty: 4863.549805
	Iteration 34Q: 3 clusters Score -2195786 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2195797.500000 Penalty: 4863.549805
	Iteration 35Q: 3 clusters Score -2195798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2195817.750000 Penalty: 4863.549805
	Iteration 36Q: 3 clusters Score -2195818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2195833.000000 Penalty: 4863.549805
	Iteration 37Q: 3 clusters Score -2195833 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2195848.500000 Penalty: 4863.549805
	Iteration 38Q: 3 clusters Score -2195848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -2195859.250000 Penalty: 4863.549805
	Iteration 39Q: 3 clusters Score -2195859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2195870.000000 Penalty: 4863.549805
	Iteration 40F: 3 clusters Score -2195870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2195881.750000 Penalty: 4863.549805
	Iteration 41Q: 3 clusters Score -2195882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2195893.250000 Penalty: 4863.549805
	Iteration 42Q: 3 clusters Score -2195893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2195897.750000 Penalty: 4863.549805
	Iteration 43Q: 3 clusters Score -2195898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2195900.250000 Penalty: 4863.549805
	Iteration 44Q: 3 clusters Score -2195900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2195901.500000 Penalty: 4863.549805
	Iteration 45Q: 3 clusters Score -2195902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2195904.750000 Penalty: 4863.549805
	Iteration 46Q: 3 clusters Score -2195905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2195910.500000 Penalty: 4863.549805
	Iteration 47Q: 3 clusters Score -2195910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2195912.750000 Penalty: 4863.549805
	Iteration 48Q: 3 clusters Score -2195913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2195917.500000 Penalty: 4863.549805
	Iteration 49Q: 3 clusters Score -2195918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2195926.250000 Penalty: 4863.549805
	Iteration 50Q: 3 clusters Score -2195926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2195928.000000 Penalty: 4863.549805
	Iteration 51Q: 3 clusters Score -2195928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2195932.500000 Penalty: 4863.549805
	Iteration 52Q: 3 clusters Score -2195932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2195946.250000 Penalty: 4863.549805
	Iteration 53Q: 3 clusters Score -2195946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2195952.250000 Penalty: 4863.549805
	Iteration 54Q: 3 clusters Score -2195952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2195953.500000 Penalty: 4863.549805
	Iteration 55Q: 3 clusters Score -2195954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2195959.000000 Penalty: 4863.549805
	Iteration 56Q: 3 clusters Score -2195959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2195958.250000 Penalty: 4863.549805
	Iteration 57Q: 3 clusters Score -2195958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2195957.000000 Penalty: 4863.549805
	Iteration 58Q: 3 clusters Score -2195957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2195959.500000 Penalty: 4863.549805
	Iteration 59Q: 3 clusters Score -2195960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2195959.500000 Penalty: 4863.549805
	Iteration 60F: 3 clusters Score -2195960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (101683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101683 members 
Entering Unmasked Estep 
Score: -12181500.000000 Penalty: 2859.344727
	Iteration 0F: 2 clusters Score -1.21815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -12113511.000000 Penalty: 5718.689453
	Iteration 0F: 3 clusters Score -1.211351e+07 nChanged 48205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -12141030.000000 Penalty: 5718.689453
	Iteration 1F: 3 clusters Score -1.214103e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -12142248.000000 Penalty: 5718.689453
	Iteration 2Q: 3 clusters Score -1.214225e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59425 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -12143763.000000 Penalty: 5718.689453
	Iteration 3Q: 3 clusters Score -1.214376e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63759 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -12146101.000000 Penalty: 5718.689453
	Iteration 4Q: 3 clusters Score -1.21461e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69660 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -12149841.000000 Penalty: 5718.689453
	Iteration 5F: 3 clusters Score -1.214984e+07 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77091 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -12155824.000000 Penalty: 5718.689453
	Iteration 6F: 3 clusters Score -1.215582e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85588 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -12163735.000000 Penalty: 5718.689453
	Iteration 7F: 3 clusters Score -1.216374e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93158 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -12171192.000000 Penalty: 5718.689453
	Iteration 8F: 3 clusters Score -1.217119e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97984 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -12175740.000000 Penalty: 5718.689453
	Iteration 9Q: 3 clusters Score -1.217574e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100184 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -12177711.000000 Penalty: 5718.689453
	Iteration 10Q: 3 clusters Score -1.217771e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100961 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -12178387.000000 Penalty: 5718.689453
	Iteration 11Q: 3 clusters Score -1.217839e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101215 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -12178673.000000 Penalty: 5718.689453
	Iteration 12Q: 3 clusters Score -1.217867e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101299 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -12178767.000000 Penalty: 5718.689453
	Iteration 13Q: 3 clusters Score -1.217877e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101339 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -12178859.000000 Penalty: 5718.689453
	Iteration 14Q: 3 clusters Score -1.217886e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101359 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -12178880.000000 Penalty: 5718.689453
	Iteration 15Q: 3 clusters Score -1.217888e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101373 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -12178901.000000 Penalty: 5718.689453
	Iteration 16Q: 3 clusters Score -1.21789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101379 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -12178923.000000 Penalty: 5718.689453
	Iteration 17Q: 3 clusters Score -1.217892e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101386 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -12178949.000000 Penalty: 5718.689453
	Iteration 18Q: 3 clusters Score -1.217895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101393 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -12178940.000000 Penalty: 5718.689453
	Iteration 19Q: 3 clusters Score -1.217894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101396 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -12178947.000000 Penalty: 5718.689453
	Iteration 20F: 3 clusters Score -1.217895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101397 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -12178953.000000 Penalty: 5718.689453
	Iteration 21Q: 3 clusters Score -1.217895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101399 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -12178956.000000 Penalty: 5718.689453
	Iteration 22Q: 3 clusters Score -1.217896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101399 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -12178956.000000 Penalty: 5718.689453
	Iteration 23F: 3 clusters Score -1.217896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Entering Unmasked Estep 
Score: -4735523.000000 Penalty: 2622.891846
	Iteration 0F: 2 clusters Score -4735523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -4709092.000000 Penalty: 5245.783691
	Iteration 0F: 3 clusters Score -4709092 nChanged 17877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -4719017.500000 Penalty: 5245.783691
	Iteration 1F: 3 clusters Score -4719018 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -4719675.000000 Penalty: 5245.783691
	Iteration 2Q: 3 clusters Score -4719675 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -4720526.000000 Penalty: 5245.783691
	Iteration 3Q: 3 clusters Score -4720526 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -4721532.000000 Penalty: 5245.783691
	Iteration 4Q: 3 clusters Score -4721532 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -4722658.000000 Penalty: 5245.783691
	Iteration 5Q: 3 clusters Score -4722658 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -4723871.000000 Penalty: 5245.783691
	Iteration 6F: 3 clusters Score -4723871 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -4725306.500000 Penalty: 5245.783691
	Iteration 7F: 3 clusters Score -4725306 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -4727006.500000 Penalty: 5245.783691
	Iteration 8F: 3 clusters Score -4727006 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -4729090.000000 Penalty: 5245.783691
	Iteration 9F: 3 clusters Score -4729090 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -4731028.500000 Penalty: 5245.783691
	Iteration 10F: 3 clusters Score -4731028 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -4732362.000000 Penalty: 5245.783691
	Iteration 11Q: 3 clusters Score -4732362 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -4733094.000000 Penalty: 5245.783691
	Iteration 12Q: 3 clusters Score -4733094 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -4733503.000000 Penalty: 5245.783691
	Iteration 13Q: 3 clusters Score -4733503 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -4733770.500000 Penalty: 5245.783691
	Iteration 14Q: 3 clusters Score -4733770 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -4734005.500000 Penalty: 5245.783691
	Iteration 15Q: 3 clusters Score -4734006 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -4734185.500000 Penalty: 5245.783691
	Iteration 16Q: 3 clusters Score -4734186 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -4734338.500000 Penalty: 5245.783691
	Iteration 17Q: 3 clusters Score -4734338 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -4734445.000000 Penalty: 5245.783691
	Iteration 18Q: 3 clusters Score -4734445 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -4734552.500000 Penalty: 5245.783691
	Iteration 19Q: 3 clusters Score -4734552 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -4734610.000000 Penalty: 5245.783691
	Iteration 20F: 3 clusters Score -4734610 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -4734684.500000 Penalty: 5245.783691
	Iteration 21Q: 3 clusters Score -4734684 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -4734755.500000 Penalty: 5245.783691
	Iteration 22Q: 3 clusters Score -4734756 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -4734786.500000 Penalty: 5245.783691
	Iteration 23Q: 3 clusters Score -4734786 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -4734840.500000 Penalty: 5245.783691
	Iteration 24Q: 3 clusters Score -4734840 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -4734902.000000 Penalty: 5245.783691
	Iteration 25Q: 3 clusters Score -4734902 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -4734946.000000 Penalty: 5245.783691
	Iteration 26Q: 3 clusters Score -4734946 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -4734955.000000 Penalty: 5245.783691
	Iteration 27Q: 3 clusters Score -4734955 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -4734998.000000 Penalty: 5245.783691
	Iteration 28Q: 3 clusters Score -4734998 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -4735018.000000 Penalty: 5245.783691
	Iteration 29Q: 3 clusters Score -4735018 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -4735056.000000 Penalty: 5245.783691
	Iteration 30Q: 3 clusters Score -4735056 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -4735085.000000 Penalty: 5245.783691
	Iteration 31Q: 3 clusters Score -4735085 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -4735093.500000 Penalty: 5245.783691
	Iteration 32Q: 3 clusters Score -4735094 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -4735108.500000 Penalty: 5245.783691
	Iteration 33Q: 3 clusters Score -4735108 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -4735143.000000 Penalty: 5245.783691
	Iteration 34Q: 3 clusters Score -4735143 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -4735154.500000 Penalty: 5245.783691
	Iteration 35Q: 3 clusters Score -4735154 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -4735168.000000 Penalty: 5245.783691
	Iteration 36Q: 3 clusters Score -4735168 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -4735183.500000 Penalty: 5245.783691
	Iteration 37Q: 3 clusters Score -4735184 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -4735184.500000 Penalty: 5245.783691
	Iteration 38Q: 3 clusters Score -4735184 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -4735199.500000 Penalty: 5245.783691
	Iteration 39Q: 3 clusters Score -4735200 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -4735206.500000 Penalty: 5245.783691
	Iteration 40F: 3 clusters Score -4735206 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -4735217.000000 Penalty: 5245.783691
	Iteration 41Q: 3 clusters Score -4735217 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -4735229.500000 Penalty: 5245.783691
	Iteration 42Q: 3 clusters Score -4735230 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -4735225.500000 Penalty: 5245.783691
	Iteration 43Q: 3 clusters Score -4735226 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -4735225.500000 Penalty: 5245.783691
	Iteration 44Q: 3 clusters Score -4735226 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -4735222.000000 Penalty: 5245.783691
	Iteration 45Q: 3 clusters Score -4735222 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -4735228.000000 Penalty: 5245.783691
	Iteration 46Q: 3 clusters Score -4735228 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -4735222.000000 Penalty: 5245.783691
	Iteration 47Q: 3 clusters Score -4735222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -4735227.000000 Penalty: 5245.783691
	Iteration 48Q: 3 clusters Score -4735227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -4735216.500000 Penalty: 5245.783691
	Iteration 49Q: 3 clusters Score -4735216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -4735218.000000 Penalty: 5245.783691
	Iteration 50Q: 3 clusters Score -4735218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -4735223.000000 Penalty: 5245.783691
	Iteration 51Q: 3 clusters Score -4735223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -4735231.500000 Penalty: 5245.783691
	Iteration 52Q: 3 clusters Score -4735232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -4735237.500000 Penalty: 5245.783691
	Iteration 53Q: 3 clusters Score -4735238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -4735240.000000 Penalty: 5245.783691
	Iteration 54Q: 3 clusters Score -4735240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -4735242.500000 Penalty: 5245.783691
	Iteration 55Q: 3 clusters Score -4735242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -4735249.000000 Penalty: 5245.783691
	Iteration 56Q: 3 clusters Score -4735249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -4735251.000000 Penalty: 5245.783691
	Iteration 57Q: 3 clusters Score -4735251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -4735255.500000 Penalty: 5245.783691
	Iteration 58Q: 3 clusters Score -4735256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -4735257.000000 Penalty: 5245.783691
	Iteration 59Q: 3 clusters Score -4735257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -4735256.000000 Penalty: 5245.783691
	Iteration 60F: 3 clusters Score -4735256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -4735263.500000 Penalty: 5245.783691
	Iteration 61Q: 3 clusters Score -4735264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -4735260.000000 Penalty: 5245.783691
	Iteration 62Q: 3 clusters Score -4735260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -4735269.500000 Penalty: 5245.783691
	Iteration 63Q: 3 clusters Score -4735270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -4735272.500000 Penalty: 5245.783691
	Iteration 64Q: 3 clusters Score -4735272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -4735271.500000 Penalty: 5245.783691
	Iteration 65Q: 3 clusters Score -4735272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -4735274.500000 Penalty: 5245.783691
	Iteration 66Q: 3 clusters Score -4735274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -4735278.500000 Penalty: 5245.783691
	Iteration 67Q: 3 clusters Score -4735278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -4735286.000000 Penalty: 5245.783691
	Iteration 68Q: 3 clusters Score -4735286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -4735288.000000 Penalty: 5245.783691
	Iteration 69Q: 3 clusters Score -4735288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -4735283.500000 Penalty: 5245.783691
	Iteration 70Q: 3 clusters Score -4735284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -4735287.500000 Penalty: 5245.783691
	Iteration 71Q: 3 clusters Score -4735288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -4735283.000000 Penalty: 5245.783691
	Iteration 72Q: 3 clusters Score -4735283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -4735283.500000 Penalty: 5245.783691
	Iteration 73Q: 3 clusters Score -4735284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -4735284.500000 Penalty: 5245.783691
	Iteration 74Q: 3 clusters Score -4735284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -4735279.000000 Penalty: 5245.783691
	Iteration 75Q: 3 clusters Score -4735279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -4735278.500000 Penalty: 5245.783691
	Iteration 76Q: 3 clusters Score -4735278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -4735278.500000 Penalty: 5245.783691
	Iteration 77F: 3 clusters Score -4735278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Entering Unmasked Estep 
Score: -4184740.250000 Penalty: 2593.328613
	Iteration 0F: 2 clusters Score -4184740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -4160992.750000 Penalty: 5186.657227
	Iteration 0F: 3 clusters Score -4160993 nChanged 15969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -4169829.000000 Penalty: 5186.657227
	Iteration 1F: 3 clusters Score -4169829 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -4170726.750000 Penalty: 5186.657227
	Iteration 2F: 3 clusters Score -4170727 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -4171894.000000 Penalty: 5186.657227
	Iteration 3F: 3 clusters Score -4171894 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -4173176.250000 Penalty: 5186.657227
	Iteration 4F: 3 clusters Score -4173176 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -4174346.500000 Penalty: 5186.657227
	Iteration 5F: 3 clusters Score -4174346 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -4175547.500000 Penalty: 5186.657227
	Iteration 6F: 3 clusters Score -4175548 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -4176864.000000 Penalty: 5186.657227
	Iteration 7F: 3 clusters Score -4176864 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -4178432.500000 Penalty: 5186.657227
	Iteration 8F: 3 clusters Score -4178432 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -4179928.250000 Penalty: 5186.657227
	Iteration 9F: 3 clusters Score -4179928 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -4180929.000000 Penalty: 5186.657227
	Iteration 10Q: 3 clusters Score -4180929 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -4181500.250000 Penalty: 5186.657227
	Iteration 11Q: 3 clusters Score -4181500 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -4181783.500000 Penalty: 5186.657227
	Iteration 12Q: 3 clusters Score -4181784 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -4181966.500000 Penalty: 5186.657227
	Iteration 13Q: 3 clusters Score -4181966 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -4182088.250000 Penalty: 5186.657227
	Iteration 14Q: 3 clusters Score -4182088 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -4182188.000000 Penalty: 5186.657227
	Iteration 15Q: 3 clusters Score -4182188 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -4182278.250000 Penalty: 5186.657227
	Iteration 16Q: 3 clusters Score -4182278 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -4182364.250000 Penalty: 5186.657227
	Iteration 17Q: 3 clusters Score -4182364 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -4182417.500000 Penalty: 5186.657227
	Iteration 18Q: 3 clusters Score -4182418 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -4182470.500000 Penalty: 5186.657227
	Iteration 19Q: 3 clusters Score -4182470 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -4182517.500000 Penalty: 5186.657227
	Iteration 20F: 3 clusters Score -4182518 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -4182550.000000 Penalty: 5186.657227
	Iteration 21Q: 3 clusters Score -4182550 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -4182597.250000 Penalty: 5186.657227
	Iteration 22Q: 3 clusters Score -4182597 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -4182649.250000 Penalty: 5186.657227
	Iteration 23Q: 3 clusters Score -4182649 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -4182678.500000 Penalty: 5186.657227
	Iteration 24Q: 3 clusters Score -4182678 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -4182721.000000 Penalty: 5186.657227
	Iteration 25Q: 3 clusters Score -4182721 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -4182759.250000 Penalty: 5186.657227
	Iteration 26Q: 3 clusters Score -4182759 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -4182786.250000 Penalty: 5186.657227
	Iteration 27Q: 3 clusters Score -4182786 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -4182829.250000 Penalty: 5186.657227
	Iteration 28Q: 3 clusters Score -4182829 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -4182850.750000 Penalty: 5186.657227
	Iteration 29Q: 3 clusters Score -4182851 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -4182876.500000 Penalty: 5186.657227
	Iteration 30Q: 3 clusters Score -4182876 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -4182929.250000 Penalty: 5186.657227
	Iteration 31Q: 3 clusters Score -4182929 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -4182963.250000 Penalty: 5186.657227
	Iteration 32Q: 3 clusters Score -4182963 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -4182983.750000 Penalty: 5186.657227
	Iteration 33Q: 3 clusters Score -4182984 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -4183010.500000 Penalty: 5186.657227
	Iteration 34Q: 3 clusters Score -4183010 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -4183026.000000 Penalty: 5186.657227
	Iteration 35Q: 3 clusters Score -4183026 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -4183044.500000 Penalty: 5186.657227
	Iteration 36Q: 3 clusters Score -4183044 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -4183069.250000 Penalty: 5186.657227
	Iteration 37Q: 3 clusters Score -4183069 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -4183088.500000 Penalty: 5186.657227
	Iteration 38Q: 3 clusters Score -4183088 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -4183087.250000 Penalty: 5186.657227
	Iteration 39Q: 3 clusters Score -4183087 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -4183103.500000 Penalty: 5186.657227
	Iteration 40F: 3 clusters Score -4183104 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -4183120.000000 Penalty: 5186.657227
	Iteration 41Q: 3 clusters Score -4183120 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -4183121.000000 Penalty: 5186.657227
	Iteration 42Q: 3 clusters Score -4183121 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -4183140.000000 Penalty: 5186.657227
	Iteration 43Q: 3 clusters Score -4183140 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -4183138.000000 Penalty: 5186.657227
	Iteration 44Q: 3 clusters Score -4183138 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -4183162.500000 Penalty: 5186.657227
	Iteration 45Q: 3 clusters Score -4183162 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -4183179.750000 Penalty: 5186.657227
	Iteration 46Q: 3 clusters Score -4183180 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -4183196.000000 Penalty: 5186.657227
	Iteration 47Q: 3 clusters Score -4183196 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -4183227.000000 Penalty: 5186.657227
	Iteration 48Q: 3 clusters Score -4183227 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -4183264.000000 Penalty: 5186.657227
	Iteration 49Q: 3 clusters Score -4183264 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -4183274.500000 Penalty: 5186.657227
	Iteration 50Q: 3 clusters Score -4183274 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -4183290.250000 Penalty: 5186.657227
	Iteration 51Q: 3 clusters Score -4183290 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -4183296.000000 Penalty: 5186.657227
	Iteration 52Q: 3 clusters Score -4183296 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -4183292.750000 Penalty: 5186.657227
	Iteration 53Q: 3 clusters Score -4183293 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -4183307.000000 Penalty: 5186.657227
	Iteration 54Q: 3 clusters Score -4183307 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -4183312.500000 Penalty: 5186.657227
	Iteration 55Q: 3 clusters Score -4183312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -4183312.750000 Penalty: 5186.657227
	Iteration 56Q: 3 clusters Score -4183313 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -4183311.750000 Penalty: 5186.657227
	Iteration 57Q: 3 clusters Score -4183312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -4183318.250000 Penalty: 5186.657227
	Iteration 58Q: 3 clusters Score -4183318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -4183320.250000 Penalty: 5186.657227
	Iteration 59Q: 3 clusters Score -4183320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -4183328.250000 Penalty: 5186.657227
	Iteration 60F: 3 clusters Score -4183328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -4183340.750000 Penalty: 5186.657227
	Iteration 61Q: 3 clusters Score -4183341 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -4183342.750000 Penalty: 5186.657227
	Iteration 62Q: 3 clusters Score -4183343 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -4183348.250000 Penalty: 5186.657227
	Iteration 63Q: 3 clusters Score -4183348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -4183354.250000 Penalty: 5186.657227
	Iteration 64Q: 3 clusters Score -4183354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -4183347.750000 Penalty: 5186.657227
	Iteration 65Q: 3 clusters Score -4183348 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -4183349.250000 Penalty: 5186.657227
	Iteration 66Q: 3 clusters Score -4183349 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -4183367.000000 Penalty: 5186.657227
	Iteration 67Q: 3 clusters Score -4183367 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -4183370.750000 Penalty: 5186.657227
	Iteration 68Q: 3 clusters Score -4183371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -4183372.000000 Penalty: 5186.657227
	Iteration 69Q: 3 clusters Score -4183372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -4183381.500000 Penalty: 5186.657227
	Iteration 70Q: 3 clusters Score -4183382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -4183382.000000 Penalty: 5186.657227
	Iteration 71Q: 3 clusters Score -4183382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -4183385.250000 Penalty: 5186.657227
	Iteration 72Q: 3 clusters Score -4183385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -4183401.250000 Penalty: 5186.657227
	Iteration 73Q: 3 clusters Score -4183401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -4183392.000000 Penalty: 5186.657227
	Iteration 74Q: 3 clusters Score -4183392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -4183390.250000 Penalty: 5186.657227
	Iteration 75Q: 3 clusters Score -4183390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -4183395.250000 Penalty: 5186.657227
	Iteration 76Q: 3 clusters Score -4183395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -4183390.750000 Penalty: 5186.657227
	Iteration 77Q: 3 clusters Score -4183391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -4183389.250000 Penalty: 5186.657227
	Iteration 78Q: 3 clusters Score -4183389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -4183392.000000 Penalty: 5186.657227
	Iteration 79Q: 3 clusters Score -4183392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -4183391.750000 Penalty: 5186.657227
	Iteration 80F: 3 clusters Score -4183392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Entering Unmasked Estep 
Score: -435181.968750 Penalty: 2044.529663
	Iteration 0F: 2 clusters Score -435182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -431438.375000 Penalty: 4089.059326
	Iteration 0F: 3 clusters Score -431438.4 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -432341.312500 Penalty: 4089.059326
	Iteration 1F: 3 clusters Score -432341.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -432581.125000 Penalty: 4089.059326
	Iteration 2F: 3 clusters Score -432581.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -432734.281250 Penalty: 4089.059326
	Iteration 3F: 3 clusters Score -432734.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -432825.437500 Penalty: 4089.059326
	Iteration 4Q: 3 clusters Score -432825.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -432873.000000 Penalty: 4089.059326
	Iteration 5Q: 3 clusters Score -432873 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -432909.437500 Penalty: 4089.059326
	Iteration 6Q: 3 clusters Score -432909.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -432934.656250 Penalty: 4089.059326
	Iteration 7Q: 3 clusters Score -432934.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -432958.562500 Penalty: 4089.059326
	Iteration 8Q: 3 clusters Score -432958.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -432978.531250 Penalty: 4089.059326
	Iteration 9Q: 3 clusters Score -432978.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -432999.093750 Penalty: 4089.059326
	Iteration 10Q: 3 clusters Score -432999.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -433018.500000 Penalty: 4089.059326
	Iteration 11Q: 3 clusters Score -433018.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -433042.843750 Penalty: 4089.059326
	Iteration 12Q: 3 clusters Score -433042.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -433056.156250 Penalty: 4089.059326
	Iteration 13Q: 3 clusters Score -433056.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -433065.375000 Penalty: 4089.059326
	Iteration 14Q: 3 clusters Score -433065.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -433077.687500 Penalty: 4089.059326
	Iteration 15Q: 3 clusters Score -433077.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -433093.656250 Penalty: 4089.059326
	Iteration 16Q: 3 clusters Score -433093.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -433112.437500 Penalty: 4089.059326
	Iteration 17Q: 3 clusters Score -433112.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -433125.406250 Penalty: 4089.059326
	Iteration 18Q: 3 clusters Score -433125.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -433138.062500 Penalty: 4089.059326
	Iteration 19Q: 3 clusters Score -433138.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -433148.750000 Penalty: 4089.059326
	Iteration 20F: 3 clusters Score -433148.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -433160.625000 Penalty: 4089.059326
	Iteration 21Q: 3 clusters Score -433160.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -433171.437500 Penalty: 4089.059326
	Iteration 22Q: 3 clusters Score -433171.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -433182.656250 Penalty: 4089.059326
	Iteration 23Q: 3 clusters Score -433182.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -433196.968750 Penalty: 4089.059326
	Iteration 24Q: 3 clusters Score -433197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -433209.812500 Penalty: 4089.059326
	Iteration 25Q: 3 clusters Score -433209.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -433220.250000 Penalty: 4089.059326
	Iteration 26Q: 3 clusters Score -433220.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -433237.468750 Penalty: 4089.059326
	Iteration 27Q: 3 clusters Score -433237.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -433255.187500 Penalty: 4089.059326
	Iteration 28Q: 3 clusters Score -433255.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -433275.125000 Penalty: 4089.059326
	Iteration 29Q: 3 clusters Score -433275.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -433290.125000 Penalty: 4089.059326
	Iteration 30Q: 3 clusters Score -433290.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -433301.625000 Penalty: 4089.059326
	Iteration 31Q: 3 clusters Score -433301.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -433318.156250 Penalty: 4089.059326
	Iteration 32Q: 3 clusters Score -433318.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -433333.375000 Penalty: 4089.059326
	Iteration 33Q: 3 clusters Score -433333.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -433351.906250 Penalty: 4089.059326
	Iteration 34Q: 3 clusters Score -433351.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -433373.500000 Penalty: 4089.059326
	Iteration 35Q: 3 clusters Score -433373.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -433386.875000 Penalty: 4089.059326
	Iteration 36Q: 3 clusters Score -433386.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -433399.218750 Penalty: 4089.059326
	Iteration 37Q: 3 clusters Score -433399.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -433408.843750 Penalty: 4089.059326
	Iteration 38Q: 3 clusters Score -433408.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -433420.750000 Penalty: 4089.059326
	Iteration 39Q: 3 clusters Score -433420.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -433432.062500 Penalty: 4089.059326
	Iteration 40F: 3 clusters Score -433432.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -433442.406250 Penalty: 4089.059326
	Iteration 41Q: 3 clusters Score -433442.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -433450.812500 Penalty: 4089.059326
	Iteration 42Q: 3 clusters Score -433450.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -433458.093750 Penalty: 4089.059326
	Iteration 43Q: 3 clusters Score -433458.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -433464.906250 Penalty: 4089.059326
	Iteration 44Q: 3 clusters Score -433464.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -433471.812500 Penalty: 4089.059326
	Iteration 45Q: 3 clusters Score -433471.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -433478.156250 Penalty: 4089.059326
	Iteration 46Q: 3 clusters Score -433478.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -433486.625000 Penalty: 4089.059326
	Iteration 47Q: 3 clusters Score -433486.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -433494.937500 Penalty: 4089.059326
	Iteration 48Q: 3 clusters Score -433494.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -433505.312500 Penalty: 4089.059326
	Iteration 49Q: 3 clusters Score -433505.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -433514.187500 Penalty: 4089.059326
	Iteration 50Q: 3 clusters Score -433514.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -433519.437500 Penalty: 4089.059326
	Iteration 51Q: 3 clusters Score -433519.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -433526.375000 Penalty: 4089.059326
	Iteration 52Q: 3 clusters Score -433526.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -433535.531250 Penalty: 4089.059326
	Iteration 53Q: 3 clusters Score -433535.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -433543.593750 Penalty: 4089.059326
	Iteration 54Q: 3 clusters Score -433543.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -433550.500000 Penalty: 4089.059326
	Iteration 55Q: 3 clusters Score -433550.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -433554.187500 Penalty: 4089.059326
	Iteration 56Q: 3 clusters Score -433554.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -433558.218750 Penalty: 4089.059326
	Iteration 57Q: 3 clusters Score -433558.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -433562.906250 Penalty: 4089.059326
	Iteration 58Q: 3 clusters Score -433562.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -433568.718750 Penalty: 4089.059326
	Iteration 59Q: 3 clusters Score -433568.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -433579.562500 Penalty: 4089.059326
	Iteration 60F: 3 clusters Score -433579.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -433589.968750 Penalty: 4089.059326
	Iteration 61Q: 3 clusters Score -433590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -433599.156250 Penalty: 4089.059326
	Iteration 62Q: 3 clusters Score -433599.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -433604.812500 Penalty: 4089.059326
	Iteration 63Q: 3 clusters Score -433604.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -433608.562500 Penalty: 4089.059326
	Iteration 64Q: 3 clusters Score -433608.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -433614.187500 Penalty: 4089.059326
	Iteration 65Q: 3 clusters Score -433614.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -433618.437500 Penalty: 4089.059326
	Iteration 66Q: 3 clusters Score -433618.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -433626.437500 Penalty: 4089.059326
	Iteration 67Q: 3 clusters Score -433626.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -433631.812500 Penalty: 4089.059326
	Iteration 68Q: 3 clusters Score -433631.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -433636.781250 Penalty: 4089.059326
	Iteration 69Q: 3 clusters Score -433636.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -433640.781250 Penalty: 4089.059326
	Iteration 70Q: 3 clusters Score -433640.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -433643.156250 Penalty: 4089.059326
	Iteration 71Q: 3 clusters Score -433643.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -433645.781250 Penalty: 4089.059326
	Iteration 72Q: 3 clusters Score -433645.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -433651.156250 Penalty: 4089.059326
	Iteration 73Q: 3 clusters Score -433651.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -433659.406250 Penalty: 4089.059326
	Iteration 74Q: 3 clusters Score -433659.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -433665.406250 Penalty: 4089.059326
	Iteration 75Q: 3 clusters Score -433665.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -433667.281250 Penalty: 4089.059326
	Iteration 76Q: 3 clusters Score -433667.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -433668.062500 Penalty: 4089.059326
	Iteration 77Q: 3 clusters Score -433668.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -433667.906250 Penalty: 4089.059326
	Iteration 78Q: 3 clusters Score -433667.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -433667.875000 Penalty: 4089.059326
	Iteration 79Q: 3 clusters Score -433667.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -433667.875000 Penalty: 4089.059326
	Iteration 80F: 3 clusters Score -433667.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (150031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150031 members 
Entering Unmasked Estep 
Score: -17851968.000000 Penalty: 2955.812012
	Iteration 0F: 2 clusters Score -1.785197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 74854 members 
Entering Unmasked Estep 
Score: -17753688.000000 Penalty: 5911.624023
	Iteration 0F: 3 clusters Score -1.775369e+07 nChanged 71603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78166 members 
Mstep: Class 2 contains 71865 members 
Entering Unmasked Estep 
Score: -17795190.000000 Penalty: 5911.624023
	Iteration 1F: 3 clusters Score -1.779519e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80137 members 
Mstep: Class 2 contains 69894 members 
Entering Unmasked Estep 
Score: -17796382.000000 Penalty: 5911.624023
	Iteration 2Q: 3 clusters Score -1.779638e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83153 members 
Mstep: Class 2 contains 66878 members 
Entering Unmasked Estep 
Score: -17798334.000000 Penalty: 5911.624023
	Iteration 3Q: 3 clusters Score -1.779833e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87638 members 
Mstep: Class 2 contains 62393 members 
Entering Unmasked Estep 
Score: -17801464.000000 Penalty: 5911.624023
	Iteration 4Q: 3 clusters Score -1.780146e+07 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94175 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -17806880.000000 Penalty: 5911.624023
	Iteration 5F: 3 clusters Score -1.780688e+07 nChanged 11153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102840 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -17814928.000000 Penalty: 5911.624023
	Iteration 6F: 3 clusters Score -1.781493e+07 nChanged 12081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113083 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -17825024.000000 Penalty: 5911.624023
	Iteration 7F: 3 clusters Score -1.782502e+07 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122811 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -17835296.000000 Penalty: 5911.624023
	Iteration 8F: 3 clusters Score -1.78353e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129835 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -17842960.000000 Penalty: 5911.624023
	Iteration 9F: 3 clusters Score -1.784296e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133902 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -17847074.000000 Penalty: 5911.624023
	Iteration 10Q: 3 clusters Score -1.784707e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136283 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -17848774.000000 Penalty: 5911.624023
	Iteration 11Q: 3 clusters Score -1.784877e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137999 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -17849740.000000 Penalty: 5911.624023
	Iteration 12Q: 3 clusters Score -1.784974e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139379 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -17850244.000000 Penalty: 5911.624023
	Iteration 13Q: 3 clusters Score -1.785024e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140504 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -17850566.000000 Penalty: 5911.624023
	Iteration 14Q: 3 clusters Score -1.785057e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141431 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -17850756.000000 Penalty: 5911.624023
	Iteration 15Q: 3 clusters Score -1.785076e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142195 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -17850894.000000 Penalty: 5911.624023
	Iteration 16Q: 3 clusters Score -1.785089e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142886 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -17850996.000000 Penalty: 5911.624023
	Iteration 17Q: 3 clusters Score -1.7851e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143493 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -17851074.000000 Penalty: 5911.624023
	Iteration 18Q: 3 clusters Score -1.785107e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144014 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -17851162.000000 Penalty: 5911.624023
	Iteration 19Q: 3 clusters Score -1.785116e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144487 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -17851198.000000 Penalty: 5911.624023
	Iteration 20F: 3 clusters Score -1.78512e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144876 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -17851288.000000 Penalty: 5911.624023
	Iteration 21Q: 3 clusters Score -1.785129e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145207 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -17851314.000000 Penalty: 5911.624023
	Iteration 22Q: 3 clusters Score -1.785131e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145492 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -17851330.000000 Penalty: 5911.624023
	Iteration 23Q: 3 clusters Score -1.785133e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145729 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -17851330.000000 Penalty: 5911.624023
	Iteration 24Q: 3 clusters Score -1.785133e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145909 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -17851342.000000 Penalty: 5911.624023
	Iteration 25Q: 3 clusters Score -1.785134e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146084 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -17851326.000000 Penalty: 5911.624023
	Iteration 26Q: 3 clusters Score -1.785133e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146248 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -17851334.000000 Penalty: 5911.624023
	Iteration 27Q: 3 clusters Score -1.785133e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146400 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -17851358.000000 Penalty: 5911.624023
	Iteration 28Q: 3 clusters Score -1.785136e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146525 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -17851354.000000 Penalty: 5911.624023
	Iteration 29Q: 3 clusters Score -1.785135e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146633 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -17851334.000000 Penalty: 5911.624023
	Iteration 30Q: 3 clusters Score -1.785133e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146724 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -17851352.000000 Penalty: 5911.624023
	Iteration 31Q: 3 clusters Score -1.785135e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146796 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -17851372.000000 Penalty: 5911.624023
	Iteration 32Q: 3 clusters Score -1.785137e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146858 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -17851380.000000 Penalty: 5911.624023
	Iteration 33Q: 3 clusters Score -1.785138e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146914 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -17851374.000000 Penalty: 5911.624023
	Iteration 34Q: 3 clusters Score -1.785137e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146962 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -17851406.000000 Penalty: 5911.624023
	Iteration 35Q: 3 clusters Score -1.785141e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147004 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -17851400.000000 Penalty: 5911.624023
	Iteration 36Q: 3 clusters Score -1.78514e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147029 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -17851388.000000 Penalty: 5911.624023
	Iteration 37Q: 3 clusters Score -1.785139e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147048 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -17851386.000000 Penalty: 5911.624023
	Iteration 38Q: 3 clusters Score -1.785139e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147065 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -17851374.000000 Penalty: 5911.624023
	Iteration 39Q: 3 clusters Score -1.785137e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147079 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -17851364.000000 Penalty: 5911.624023
	Iteration 40F: 3 clusters Score -1.785136e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147094 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -17851368.000000 Penalty: 5911.624023
	Iteration 41Q: 3 clusters Score -1.785137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147101 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -17851360.000000 Penalty: 5911.624023
	Iteration 42Q: 3 clusters Score -1.785136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147107 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -17851366.000000 Penalty: 5911.624023
	Iteration 43Q: 3 clusters Score -1.785137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147109 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -17851364.000000 Penalty: 5911.624023
	Iteration 44Q: 3 clusters Score -1.785136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147113 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -17851358.000000 Penalty: 5911.624023
	Iteration 45Q: 3 clusters Score -1.785136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147117 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -17851356.000000 Penalty: 5911.624023
	Iteration 46Q: 3 clusters Score -1.785136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147118 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -17851360.000000 Penalty: 5911.624023
	Iteration 47Q: 3 clusters Score -1.785136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147120 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -17851350.000000 Penalty: 5911.624023
	Iteration 48Q: 3 clusters Score -1.785135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147121 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -17851358.000000 Penalty: 5911.624023
	Iteration 49Q: 3 clusters Score -1.785136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147123 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -17851354.000000 Penalty: 5911.624023
	Iteration 50Q: 3 clusters Score -1.785135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147129 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -17851362.000000 Penalty: 5911.624023
	Iteration 51Q: 3 clusters Score -1.785136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147134 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -17851354.000000 Penalty: 5911.624023
	Iteration 52Q: 3 clusters Score -1.785135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147139 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -17851362.000000 Penalty: 5911.624023
	Iteration 53Q: 3 clusters Score -1.785136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147142 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -17851368.000000 Penalty: 5911.624023
	Iteration 54Q: 3 clusters Score -1.785137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147145 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -17851358.000000 Penalty: 5911.624023
	Iteration 55Q: 3 clusters Score -1.785136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147148 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -17851364.000000 Penalty: 5911.624023
	Iteration 56Q: 3 clusters Score -1.785136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147152 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -17851352.000000 Penalty: 5911.624023
	Iteration 57Q: 3 clusters Score -1.785135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147154 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -17851362.000000 Penalty: 5911.624023
	Iteration 58Q: 3 clusters Score -1.785136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147155 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -17851358.000000 Penalty: 5911.624023
	Iteration 59Q: 3 clusters Score -1.785136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147159 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -17851358.000000 Penalty: 5911.624023
	Iteration 60F: 3 clusters Score -1.785136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147168 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -17851362.000000 Penalty: 5911.624023
	Iteration 61Q: 3 clusters Score -1.785136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147172 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -17851362.000000 Penalty: 5911.624023
	Iteration 62Q: 3 clusters Score -1.785136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147175 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -17851352.000000 Penalty: 5911.624023
	Iteration 63Q: 3 clusters Score -1.785135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147177 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -17851358.000000 Penalty: 5911.624023
	Iteration 64Q: 3 clusters Score -1.785136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147178 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -17851356.000000 Penalty: 5911.624023
	Iteration 65Q: 3 clusters Score -1.785136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147182 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -17851362.000000 Penalty: 5911.624023
	Iteration 66Q: 3 clusters Score -1.785136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147186 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -17851356.000000 Penalty: 5911.624023
	Iteration 67Q: 3 clusters Score -1.785136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147189 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -17851362.000000 Penalty: 5911.624023
	Iteration 68Q: 3 clusters Score -1.785136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147192 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -17851364.000000 Penalty: 5911.624023
	Iteration 69Q: 3 clusters Score -1.785136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147194 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -17851370.000000 Penalty: 5911.624023
	Iteration 70Q: 3 clusters Score -1.785137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147193 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -17851368.000000 Penalty: 5911.624023
	Iteration 71Q: 3 clusters Score -1.785137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147193 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -17851368.000000 Penalty: 5911.624023
	Iteration 72F: 3 clusters Score -1.785137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Entering Unmasked Estep 
Score: -1379657.125000 Penalty: 2318.587891
	Iteration 0F: 2 clusters Score -1379657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1371101.875000 Penalty: 4637.175781
	Iteration 0F: 3 clusters Score -1371102 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1373619.625000 Penalty: 4637.175781
	Iteration 1F: 3 clusters Score -1373620 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1373942.000000 Penalty: 4637.175781
	Iteration 2F: 3 clusters Score -1373942 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1374163.000000 Penalty: 4637.175781
	Iteration 3Q: 3 clusters Score -1374163 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1374339.750000 Penalty: 4637.175781
	Iteration 4Q: 3 clusters Score -1374340 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1374542.375000 Penalty: 4637.175781
	Iteration 5Q: 3 clusters Score -1374542 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1374760.375000 Penalty: 4637.175781
	Iteration 6Q: 3 clusters Score -1374760 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1375024.875000 Penalty: 4637.175781
	Iteration 7Q: 3 clusters Score -1375025 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1375345.375000 Penalty: 4637.175781
	Iteration 8Q: 3 clusters Score -1375345 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1375658.250000 Penalty: 4637.175781
	Iteration 9Q: 3 clusters Score -1375658 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1375948.625000 Penalty: 4637.175781
	Iteration 10Q: 3 clusters Score -1375949 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1376234.500000 Penalty: 4637.175781
	Iteration 11Q: 3 clusters Score -1376234 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1376538.875000 Penalty: 4637.175781
	Iteration 12Q: 3 clusters Score -1376539 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1376809.875000 Penalty: 4637.175781
	Iteration 13Q: 3 clusters Score -1376810 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1377062.875000 Penalty: 4637.175781
	Iteration 14Q: 3 clusters Score -1377063 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1377276.625000 Penalty: 4637.175781
	Iteration 15Q: 3 clusters Score -1377277 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1377437.000000 Penalty: 4637.175781
	Iteration 16Q: 3 clusters Score -1377437 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1377532.375000 Penalty: 4637.175781
	Iteration 17Q: 3 clusters Score -1377532 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1377604.125000 Penalty: 4637.175781
	Iteration 18Q: 3 clusters Score -1377604 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1377661.500000 Penalty: 4637.175781
	Iteration 19Q: 3 clusters Score -1377662 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1377711.375000 Penalty: 4637.175781
	Iteration 20F: 3 clusters Score -1377711 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1377750.250000 Penalty: 4637.175781
	Iteration 21Q: 3 clusters Score -1377750 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1377774.375000 Penalty: 4637.175781
	Iteration 22Q: 3 clusters Score -1377774 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1377805.250000 Penalty: 4637.175781
	Iteration 23Q: 3 clusters Score -1377805 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1377831.250000 Penalty: 4637.175781
	Iteration 24Q: 3 clusters Score -1377831 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1377857.375000 Penalty: 4637.175781
	Iteration 25Q: 3 clusters Score -1377857 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1377884.375000 Penalty: 4637.175781
	Iteration 26Q: 3 clusters Score -1377884 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1377910.875000 Penalty: 4637.175781
	Iteration 27Q: 3 clusters Score -1377911 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1377923.875000 Penalty: 4637.175781
	Iteration 28Q: 3 clusters Score -1377924 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1377942.750000 Penalty: 4637.175781
	Iteration 29Q: 3 clusters Score -1377943 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1377955.500000 Penalty: 4637.175781
	Iteration 30Q: 3 clusters Score -1377956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1377963.000000 Penalty: 4637.175781
	Iteration 31Q: 3 clusters Score -1377963 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1377979.375000 Penalty: 4637.175781
	Iteration 32Q: 3 clusters Score -1377979 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1377994.125000 Penalty: 4637.175781
	Iteration 33Q: 3 clusters Score -1377994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1378001.375000 Penalty: 4637.175781
	Iteration 34Q: 3 clusters Score -1378001 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1378009.875000 Penalty: 4637.175781
	Iteration 35Q: 3 clusters Score -1378010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1378012.000000 Penalty: 4637.175781
	Iteration 36Q: 3 clusters Score -1378012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1378014.250000 Penalty: 4637.175781
	Iteration 37Q: 3 clusters Score -1378014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1378016.375000 Penalty: 4637.175781
	Iteration 38Q: 3 clusters Score -1378016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1378015.125000 Penalty: 4637.175781
	Iteration 39Q: 3 clusters Score -1378015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1378024.250000 Penalty: 4637.175781
	Iteration 40F: 3 clusters Score -1378024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1378027.500000 Penalty: 4637.175781
	Iteration 41Q: 3 clusters Score -1378028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1378033.500000 Penalty: 4637.175781
	Iteration 42Q: 3 clusters Score -1378034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1378041.625000 Penalty: 4637.175781
	Iteration 43Q: 3 clusters Score -1378042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1378047.625000 Penalty: 4637.175781
	Iteration 44Q: 3 clusters Score -1378048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1378046.875000 Penalty: 4637.175781
	Iteration 45Q: 3 clusters Score -1378047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1378050.125000 Penalty: 4637.175781
	Iteration 46Q: 3 clusters Score -1378050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1378051.875000 Penalty: 4637.175781
	Iteration 47Q: 3 clusters Score -1378052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1378054.375000 Penalty: 4637.175781
	Iteration 48Q: 3 clusters Score -1378054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1378059.000000 Penalty: 4637.175781
	Iteration 49Q: 3 clusters Score -1378059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1378059.500000 Penalty: 4637.175781
	Iteration 50Q: 3 clusters Score -1378060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1378067.125000 Penalty: 4637.175781
	Iteration 51Q: 3 clusters Score -1378067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1378071.500000 Penalty: 4637.175781
	Iteration 52Q: 3 clusters Score -1378072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1378072.750000 Penalty: 4637.175781
	Iteration 53Q: 3 clusters Score -1378073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1378076.500000 Penalty: 4637.175781
	Iteration 54Q: 3 clusters Score -1378076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1378077.500000 Penalty: 4637.175781
	Iteration 55Q: 3 clusters Score -1378078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1378080.250000 Penalty: 4637.175781
	Iteration 56Q: 3 clusters Score -1378080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1378081.125000 Penalty: 4637.175781
	Iteration 57Q: 3 clusters Score -1378081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1378082.000000 Penalty: 4637.175781
	Iteration 58Q: 3 clusters Score -1378082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1378083.625000 Penalty: 4637.175781
	Iteration 59Q: 3 clusters Score -1378084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1378086.625000 Penalty: 4637.175781
	Iteration 60F: 3 clusters Score -1378087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1378088.750000 Penalty: 4637.175781
	Iteration 61Q: 3 clusters Score -1378089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1378088.750000 Penalty: 4637.175781
	Iteration 62Q: 3 clusters Score -1378089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1378089.875000 Penalty: 4637.175781
	Iteration 63Q: 3 clusters Score -1378090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1378089.500000 Penalty: 4637.175781
	Iteration 64Q: 3 clusters Score -1378090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1378091.875000 Penalty: 4637.175781
	Iteration 65Q: 3 clusters Score -1378092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1378092.625000 Penalty: 4637.175781
	Iteration 66Q: 3 clusters Score -1378093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1378090.375000 Penalty: 4637.175781
	Iteration 67Q: 3 clusters Score -1378090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1378090.375000 Penalty: 4637.175781
	Iteration 68F: 3 clusters Score -1378090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Entering Unmasked Estep 
Score: -270055.093750 Penalty: 1913.239990
	Iteration 0F: 2 clusters Score -270055.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -267264.593750 Penalty: 3826.479980
	Iteration 0F: 3 clusters Score -267264.6 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -267775.593750 Penalty: 3826.479980
	Iteration 1F: 3 clusters Score -267775.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -267916.125000 Penalty: 3826.479980
	Iteration 2F: 3 clusters Score -267916.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -267991.781250 Penalty: 3826.479980
	Iteration 3Q: 3 clusters Score -267991.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -268032.656250 Penalty: 3826.479980
	Iteration 4Q: 3 clusters Score -268032.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -268070.406250 Penalty: 3826.479980
	Iteration 5Q: 3 clusters Score -268070.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -268099.781250 Penalty: 3826.479980
	Iteration 6Q: 3 clusters Score -268099.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -268127.781250 Penalty: 3826.479980
	Iteration 7Q: 3 clusters Score -268127.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -268146.875000 Penalty: 3826.479980
	Iteration 8Q: 3 clusters Score -268146.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -268164.718750 Penalty: 3826.479980
	Iteration 9Q: 3 clusters Score -268164.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -268176.187500 Penalty: 3826.479980
	Iteration 10Q: 3 clusters Score -268176.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -268185.875000 Penalty: 3826.479980
	Iteration 11Q: 3 clusters Score -268185.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -268193.406250 Penalty: 3826.479980
	Iteration 12Q: 3 clusters Score -268193.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -268197.906250 Penalty: 3826.479980
	Iteration 13Q: 3 clusters Score -268197.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -268204.281250 Penalty: 3826.479980
	Iteration 14Q: 3 clusters Score -268204.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -268210.906250 Penalty: 3826.479980
	Iteration 15Q: 3 clusters Score -268210.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -268216.031250 Penalty: 3826.479980
	Iteration 16Q: 3 clusters Score -268216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -268220.062500 Penalty: 3826.479980
	Iteration 17Q: 3 clusters Score -268220.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -268222.687500 Penalty: 3826.479980
	Iteration 18Q: 3 clusters Score -268222.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -268223.875000 Penalty: 3826.479980
	Iteration 19Q: 3 clusters Score -268223.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -268225.437500 Penalty: 3826.479980
	Iteration 20F: 3 clusters Score -268225.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -268226.406250 Penalty: 3826.479980
	Iteration 21Q: 3 clusters Score -268226.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -268227.625000 Penalty: 3826.479980
	Iteration 22Q: 3 clusters Score -268227.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -268228.062500 Penalty: 3826.479980
	Iteration 23Q: 3 clusters Score -268228.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -268228.062500 Penalty: 3826.479980
	Iteration 24F: 3 clusters Score -268228.1 nChanged 0
--- Evaluating fit on full set of 2049847 points ---
Entering Unmasked Estep 
Score: -239694464.000000 Penalty: 61272.289062
20->18 Clusters: Score -239694464.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 683282 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 34359 members 
Mstep: Class 3 contains 33931 members 
Mstep: Class 4 contains 33832 members 
Mstep: Class 5 contains 34194 members 
Mstep: Class 6 contains 34202 members 
Mstep: Class 7 contains 34005 members 
Mstep: Class 8 contains 34138 members 
Mstep: Class 9 contains 34341 members 
Mstep: Class 10 contains 34093 members 
Mstep: Class 11 contains 34288 members 
Mstep: Class 12 contains 34276 members 
Mstep: Class 13 contains 34111 members 
Mstep: Class 14 contains 34315 members 
Mstep: Class 15 contains 34089 members 
Mstep: Class 16 contains 33953 members 
Mstep: Class 17 contains 34454 members 
Mstep: Class 18 contains 34271 members 
Mstep: Class 19 contains 34432 members 
Mstep: Class 20 contains 34243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 571.257324 but Gain 3331.796875
Score: -76974888.000000 Penalty: 63304.132812
Iteration 0F: 20 clusters Score -7.697489e+07 nChanged 643744
Entering Unmasked Mstep 
Mstep: Class 0 contains 1852 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 75777 members 
Mstep: Class 3 contains 30920 members 
Mstep: Class 4 contains 13942 members 
Mstep: Class 5 contains 31307 members 
Mstep: Class 6 contains 12657 members 
Mstep: Class 7 contains 24834 members 
Mstep: Class 8 contains 43340 members 
Mstep: Class 9 contains 50939 members 
Mstep: Class 10 contains 17546 members 
Mstep: Class 11 contains 14097 members 
Mstep: Class 12 contains 58070 members 
Mstep: Class 14 contains 45136 members 
Mstep: Class 15 contains 18096 members 
Mstep: Class 16 contains 18517 members 
Mstep: Class 17 contains 45757 members 
Mstep: Class 18 contains 39165 members 
Mstep: Class 19 contains 90062 members 
Mstep: Class 20 contains 25985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78879592.000000 Penalty: 63304.132812
Iteration 1F: 20 clusters Score -7.887959e+07 nChanged 228715
Entering Unmasked Mstep 
Mstep: Class 0 contains 1410 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 95827 members 
Mstep: Class 3 contains 33774 members 
Mstep: Class 4 contains 9691 members 
Mstep: Class 5 contains 27881 members 
Mstep: Class 6 contains 6655 members 
Mstep: Class 7 contains 21903 members 
Mstep: Class 8 contains 38271 members 
Mstep: Class 9 contains 42147 members 
Mstep: Class 10 contains 8019 members 
Mstep: Class 11 contains 10575 members 
Mstep: Class 12 contains 50616 members 
Mstep: Class 14 contains 46040 members 
Mstep: Class 15 contains 14524 members 
Mstep: Class 16 contains 18097 members 
Mstep: Class 17 contains 39334 members 
Mstep: Class 18 contains 35746 members 
Mstep: Class 19 contains 141472 members 
Mstep: Class 20 contains 22785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79271520.000000 Penalty: 63304.132812
Iteration 2F: 20 clusters Score -7.927152e+07 nChanged 170808
Entering Unmasked Mstep 
Mstep: Class 0 contains 568 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 106837 members 
Mstep: Class 3 contains 34179 members 
Mstep: Class 4 contains 7300 members 
Mstep: Class 5 contains 23135 members 
Mstep: Class 6 contains 3636 members 
Mstep: Class 7 contains 19337 members 
Mstep: Class 8 contains 34825 members 
Mstep: Class 9 contains 35552 members 
Mstep: Class 10 contains 2576 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 41442 members 
Mstep: Class 14 contains 38743 members 
Mstep: Class 15 contains 11602 members 
Mstep: Class 16 contains 19159 members 
Mstep: Class 17 contains 35707 members 
Mstep: Class 18 contains 31136 members 
Mstep: Class 19 contains 191726 members 
Mstep: Class 20 contains 25095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2269.582520 but Gain 3331.796875
Score: -79539240.000000 Penalty: 59972.335938
Iteration 3F: 19 clusters Score -7.953924e+07 nChanged 129926
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 111946 members 
Mstep: Class 3 contains 32963 members 
Mstep: Class 4 contains 5637 members 
Mstep: Class 5 contains 17541 members 
Mstep: Class 7 contains 19019 members 
Mstep: Class 8 contains 33232 members 
Mstep: Class 9 contains 30166 members 
Mstep: Class 10 contains 2200 members 
Mstep: Class 11 contains 5306 members 
Mstep: Class 12 contains 35278 members 
Mstep: Class 14 contains 28259 members 
Mstep: Class 15 contains 8402 members 
Mstep: Class 16 contains 17326 members 
Mstep: Class 17 contains 36394 members 
Mstep: Class 18 contains 27519 members 
Mstep: Class 19 contains 230658 members 
Mstep: Class 20 contains 32059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79684224.000000 Penalty: 59972.335938
Iteration 4F: 19 clusters Score -7.968422e+07 nChanged 103974
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 117586 members 
Mstep: Class 3 contains 32508 members 
Mstep: Class 4 contains 4306 members 
Mstep: Class 5 contains 13450 members 
Mstep: Class 7 contains 19575 members 
Mstep: Class 8 contains 31673 members 
Mstep: Class 9 contains 24379 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 4016 members 
Mstep: Class 12 contains 30914 members 
Mstep: Class 14 contains 19369 members 
Mstep: Class 15 contains 6316 members 
Mstep: Class 16 contains 13939 members 
Mstep: Class 17 contains 38676 members 
Mstep: Class 18 contains 24229 members 
Mstep: Class 19 contains 256321 members 
Mstep: Class 20 contains 37543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79742424.000000 Penalty: 59972.335938
Iteration 5F: 19 clusters Score -7.974242e+07 nChanged 81958
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 130960 members 
Mstep: Class 3 contains 34579 members 
Mstep: Class 4 contains 3242 members 
Mstep: Class 5 contains 10873 members 
Mstep: Class 7 contains 21386 members 
Mstep: Class 8 contains 30437 members 
Mstep: Class 9 contains 19955 members 
Mstep: Class 10 contains 2462 members 
Mstep: Class 11 contains 3732 members 
Mstep: Class 12 contains 28285 members 
Mstep: Class 14 contains 14029 members 
Mstep: Class 15 contains 5700 members 
Mstep: Class 16 contains 11357 members 
Mstep: Class 17 contains 41489 members 
Mstep: Class 18 contains 21078 members 
Mstep: Class 19 contains 259742 members 
Mstep: Class 20 contains 40011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2391.699219 but Gain 3331.796875
Score: -79790576.000000 Penalty: 56640.539062
Iteration 6F: 18 clusters Score -7.979058e+07 nChanged 70510
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 151937 members 
Mstep: Class 3 contains 37546 members 
Mstep: Class 4 contains 2449 members 
Mstep: Class 5 contains 9048 members 
Mstep: Class 7 contains 23345 members 
Mstep: Class 8 contains 28853 members 
Mstep: Class 9 contains 16221 members 
Mstep: Class 10 contains 2488 members 
Mstep: Class 11 contains 4192 members 
Mstep: Class 12 contains 25861 members 
Mstep: Class 14 contains 11378 members 
Mstep: Class 15 contains 5525 members 
Mstep: Class 16 contains 9788 members 
Mstep: Class 17 contains 44238 members 
Mstep: Class 18 contains 18049 members 
Mstep: Class 19 contains 251387 members 
Mstep: Class 20 contains 40915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2180.601074 but Gain 3331.796875
Score: -79842880.000000 Penalty: 53308.742188
Iteration 7F: 17 clusters Score -7.984288e+07 nChanged 61790
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 175489 members 
Mstep: Class 3 contains 40178 members 
Mstep: Class 5 contains 7705 members 
Mstep: Class 7 contains 25161 members 
Mstep: Class 8 contains 26260 members 
Mstep: Class 9 contains 12676 members 
Mstep: Class 10 contains 2493 members 
Mstep: Class 11 contains 5112 members 
Mstep: Class 12 contains 22999 members 
Mstep: Class 14 contains 10134 members 
Mstep: Class 15 contains 5500 members 
Mstep: Class 16 contains 8744 members 
Mstep: Class 17 contains 46493 members 
Mstep: Class 18 contains 15589 members 
Mstep: Class 19 contains 237633 members 
Mstep: Class 20 contains 41054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79889128.000000 Penalty: 53308.742188
Iteration 8F: 17 clusters Score -7.988913e+07 nChanged 52181
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 199524 members 
Mstep: Class 3 contains 41885 members 
Mstep: Class 5 contains 6648 members 
Mstep: Class 7 contains 26581 members 
Mstep: Class 8 contains 23065 members 
Mstep: Class 9 contains 9365 members 
Mstep: Class 10 contains 2499 members 
Mstep: Class 11 contains 6239 members 
Mstep: Class 12 contains 19689 members 
Mstep: Class 14 contains 9916 members 
Mstep: Class 15 contains 5502 members 
Mstep: Class 16 contains 7883 members 
Mstep: Class 17 contains 48203 members 
Mstep: Class 18 contains 13989 members 
Mstep: Class 19 contains 221466 members 
Mstep: Class 20 contains 40766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79931464.000000 Penalty: 53308.742188
Iteration 9F: 17 clusters Score -7.993146e+07 nChanged 47410
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 226054 members 
Mstep: Class 3 contains 42770 members 
Mstep: Class 5 contains 5800 members 
Mstep: Class 7 contains 27567 members 
Mstep: Class 8 contains 19973 members 
Mstep: Class 9 contains 6574 members 
Mstep: Class 10 contains 2502 members 
Mstep: Class 11 contains 7440 members 
Mstep: Class 12 contains 16103 members 
Mstep: Class 14 contains 10251 members 
Mstep: Class 15 contains 5531 members 
Mstep: Class 16 contains 7158 members 
Mstep: Class 17 contains 49535 members 
Mstep: Class 18 contains 12960 members 
Mstep: Class 19 contains 202842 members 
Mstep: Class 20 contains 40160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79952320.000000 Penalty: 53308.742188
Iteration 10F: 17 clusters Score -7.995232e+07 nChanged 48204
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 252962 members 
Mstep: Class 3 contains 43153 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 7 contains 28422 members 
Mstep: Class 8 contains 17276 members 
Mstep: Class 9 contains 4746 members 
Mstep: Class 10 contains 2504 members 
Mstep: Class 11 contains 8842 members 
Mstep: Class 12 contains 12775 members 
Mstep: Class 14 contains 10962 members 
Mstep: Class 15 contains 5576 members 
Mstep: Class 16 contains 6463 members 
Mstep: Class 17 contains 51034 members 
Mstep: Class 18 contains 12437 members 
Mstep: Class 19 contains 181531 members 
Mstep: Class 20 contains 39457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79946168.000000 Penalty: 53308.742188
Iteration 11F: 17 clusters Score -7.994617e+07 nChanged 45568
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 269296 members 
Mstep: Class 3 contains 43682 members 
Mstep: Class 5 contains 4661 members 
Mstep: Class 7 contains 29538 members 
Mstep: Class 8 contains 15418 members 
Mstep: Class 9 contains 3727 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 10561 members 
Mstep: Class 12 contains 10670 members 
Mstep: Class 14 contains 11673 members 
Mstep: Class 15 contains 5672 members 
Mstep: Class 16 contains 5850 members 
Mstep: Class 17 contains 52954 members 
Mstep: Class 18 contains 12304 members 
Mstep: Class 19 contains 165917 members 
Mstep: Class 20 contains 38790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79939440.000000 Penalty: 53308.742188
Iteration 12F: 17 clusters Score -7.993944e+07 nChanged 35402
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 273091 members 
Mstep: Class 3 contains 44480 members 
Mstep: Class 5 contains 4430 members 
Mstep: Class 7 contains 30874 members 
Mstep: Class 8 contains 14219 members 
Mstep: Class 9 contains 3089 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 12353 members 
Mstep: Class 12 contains 9423 members 
Mstep: Class 14 contains 12212 members 
Mstep: Class 15 contains 5777 members 
Mstep: Class 16 contains 5377 members 
Mstep: Class 17 contains 54746 members 
Mstep: Class 18 contains 12412 members 
Mstep: Class 19 contains 159783 members 
Mstep: Class 20 contains 38444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79940104.000000 Penalty: 53308.742188
Iteration 13F: 17 clusters Score -7.99401e+07 nChanged 27066
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 270627 members 
Mstep: Class 3 contains 45470 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 7 contains 32248 members 
Mstep: Class 8 contains 13277 members 
Mstep: Class 9 contains 2636 members 
Mstep: Class 10 contains 2513 members 
Mstep: Class 11 contains 14190 members 
Mstep: Class 12 contains 8542 members 
Mstep: Class 14 contains 12698 members 
Mstep: Class 15 contains 5870 members 
Mstep: Class 16 contains 5008 members 
Mstep: Class 17 contains 56127 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 158988 members 
Mstep: Class 20 contains 38044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79945384.000000 Penalty: 53308.742188
Iteration 14Q: 17 clusters Score -7.994538e+07 nChanged 21771
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 265907 members 
Mstep: Class 3 contains 46463 members 
Mstep: Class 5 contains 4460 members 
Mstep: Class 7 contains 33457 members 
Mstep: Class 8 contains 12454 members 
Mstep: Class 9 contains 2322 members 
Mstep: Class 10 contains 2517 members 
Mstep: Class 11 contains 15832 members 
Mstep: Class 12 contains 7831 members 
Mstep: Class 14 contains 13151 members 
Mstep: Class 15 contains 5971 members 
Mstep: Class 16 contains 4705 members 
Mstep: Class 17 contains 57033 members 
Mstep: Class 18 contains 12799 members 
Mstep: Class 19 contains 160628 members 
Mstep: Class 20 contains 37690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79952272.000000 Penalty: 53308.742188
Iteration 15Q: 17 clusters Score -7.995227e+07 nChanged 18427
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 260351 members 
Mstep: Class 3 contains 47509 members 
Mstep: Class 5 contains 4572 members 
Mstep: Class 7 contains 34449 members 
Mstep: Class 8 contains 11739 members 
Mstep: Class 9 contains 2098 members 
Mstep: Class 10 contains 2521 members 
Mstep: Class 11 contains 17240 members 
Mstep: Class 12 contains 7261 members 
Mstep: Class 14 contains 13635 members 
Mstep: Class 15 contains 6016 members 
Mstep: Class 16 contains 4448 members 
Mstep: Class 17 contains 57569 members 
Mstep: Class 18 contains 13086 members 
Mstep: Class 19 contains 163387 members 
Mstep: Class 20 contains 37339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79958848.000000 Penalty: 53308.742188
Iteration 16Q: 17 clusters Score -7.995885e+07 nChanged 16522
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 254559 members 
Mstep: Class 3 contains 48689 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 7 contains 35292 members 
Mstep: Class 8 contains 11149 members 
Mstep: Class 9 contains 1944 members 
Mstep: Class 10 contains 2521 members 
Mstep: Class 11 contains 18456 members 
Mstep: Class 12 contains 6723 members 
Mstep: Class 14 contains 14158 members 
Mstep: Class 15 contains 6037 members 
Mstep: Class 16 contains 4197 members 
Mstep: Class 17 contains 57856 members 
Mstep: Class 18 contains 13463 members 
Mstep: Class 19 contains 166526 members 
Mstep: Class 20 contains 36851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79966960.000000 Penalty: 53308.742188
Iteration 17Q: 17 clusters Score -7.996696e+07 nChanged 15011
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 249201 members 
Mstep: Class 3 contains 49831 members 
Mstep: Class 5 contains 5030 members 
Mstep: Class 7 contains 36024 members 
Mstep: Class 8 contains 10658 members 
Mstep: Class 9 contains 1796 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 19426 members 
Mstep: Class 12 contains 6239 members 
Mstep: Class 14 contains 14753 members 
Mstep: Class 15 contains 6064 members 
Mstep: Class 16 contains 3980 members 
Mstep: Class 17 contains 57903 members 
Mstep: Class 18 contains 13869 members 
Mstep: Class 19 contains 169503 members 
Mstep: Class 20 contains 36420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79974472.000000 Penalty: 53308.742188
Iteration 18Q: 17 clusters Score -7.997447e+07 nChanged 13333
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 244313 members 
Mstep: Class 3 contains 50998 members 
Mstep: Class 5 contains 5207 members 
Mstep: Class 7 contains 36647 members 
Mstep: Class 8 contains 10203 members 
Mstep: Class 9 contains 1692 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 20195 members 
Mstep: Class 12 contains 5800 members 
Mstep: Class 14 contains 15292 members 
Mstep: Class 15 contains 6105 members 
Mstep: Class 16 contains 3800 members 
Mstep: Class 17 contains 57832 members 
Mstep: Class 18 contains 14166 members 
Mstep: Class 19 contains 172258 members 
Mstep: Class 20 contains 36188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79979768.000000 Penalty: 53308.742188
Iteration 19Q: 17 clusters Score -7.997977e+07 nChanged 11910
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 239931 members 
Mstep: Class 3 contains 52133 members 
Mstep: Class 5 contains 5324 members 
Mstep: Class 7 contains 37113 members 
Mstep: Class 8 contains 9821 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 2521 members 
Mstep: Class 11 contains 20826 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 14 contains 15839 members 
Mstep: Class 15 contains 6149 members 
Mstep: Class 16 contains 3640 members 
Mstep: Class 17 contains 57645 members 
Mstep: Class 18 contains 14348 members 
Mstep: Class 19 contains 174826 members 
Mstep: Class 20 contains 36055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79984472.000000 Penalty: 53308.742188
Iteration 20F: 17 clusters Score -7.998447e+07 nChanged 10579
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 236141 members 
Mstep: Class 3 contains 53209 members 
Mstep: Class 5 contains 5389 members 
Mstep: Class 7 contains 37560 members 
Mstep: Class 8 contains 9478 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 21295 members 
Mstep: Class 12 contains 5178 members 
Mstep: Class 14 contains 16431 members 
Mstep: Class 15 contains 6192 members 
Mstep: Class 16 contains 3499 members 
Mstep: Class 17 contains 57385 members 
Mstep: Class 18 contains 14417 members 
Mstep: Class 19 contains 177026 members 
Mstep: Class 20 contains 35982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79988760.000000 Penalty: 53308.742188
Iteration 21Q: 17 clusters Score -7.998876e+07 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 232924 members 
Mstep: Class 3 contains 54288 members 
Mstep: Class 5 contains 5414 members 
Mstep: Class 7 contains 37894 members 
Mstep: Class 8 contains 9154 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 2521 members 
Mstep: Class 11 contains 21672 members 
Mstep: Class 12 contains 4971 members 
Mstep: Class 14 contains 17029 members 
Mstep: Class 15 contains 6229 members 
Mstep: Class 16 contains 3368 members 
Mstep: Class 17 contains 57157 members 
Mstep: Class 18 contains 14454 members 
Mstep: Class 19 contains 178755 members 
Mstep: Class 20 contains 35941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79992360.000000 Penalty: 53308.742188
Iteration 22Q: 17 clusters Score -7.999236e+07 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 2 contains 230247 members 
Mstep: Class 3 contains 55275 members 
Mstep: Class 5 contains 5425 members 
Mstep: Class 7 contains 38104 members 
Mstep: Class 8 contains 8886 members 
Mstep: Class 9 contains 1403 members 
Mstep: Class 10 contains 2521 members 
Mstep: Class 11 contains 21936 members 
Mstep: Class 12 contains 4795 members 
Mstep: Class 14 contains 17660 members 
Mstep: Class 15 contains 6255 members 
Mstep: Class 16 contains 3233 members 
Mstep: Class 17 contains 56947 members 
Mstep: Class 18 contains 14490 members 
Mstep: Class 19 contains 180143 members 
Mstep: Class 20 contains 35901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79995536.000000 Penalty: 53308.742188
Iteration 23Q: 17 clusters Score -7.999554e+07 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 2 contains 228145 members 
Mstep: Class 3 contains 56211 members 
Mstep: Class 5 contains 5426 members 
Mstep: Class 7 contains 38238 members 
Mstep: Class 8 contains 8670 members 
Mstep: Class 9 contains 1374 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 22198 members 
Mstep: Class 12 contains 4634 members 
Mstep: Class 14 contains 18297 members 
Mstep: Class 15 contains 6266 members 
Mstep: Class 16 contains 3112 members 
Mstep: Class 17 contains 56670 members 
Mstep: Class 18 contains 14504 members 
Mstep: Class 19 contains 181099 members 
Mstep: Class 20 contains 35855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79998232.000000 Penalty: 53308.742188
Iteration 24Q: 17 clusters Score -7.999823e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 2 contains 226453 members 
Mstep: Class 3 contains 57060 members 
Mstep: Class 5 contains 5419 members 
Mstep: Class 7 contains 38332 members 
Mstep: Class 8 contains 8451 members 
Mstep: Class 9 contains 1372 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 22389 members 
Mstep: Class 12 contains 4506 members 
Mstep: Class 14 contains 18957 members 
Mstep: Class 15 contains 6264 members 
Mstep: Class 16 contains 3007 members 
Mstep: Class 17 contains 56437 members 
Mstep: Class 18 contains 14511 members 
Mstep: Class 19 contains 181725 members 
Mstep: Class 20 contains 35816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80000768.000000 Penalty: 53308.742188
Iteration 25Q: 17 clusters Score -8.000077e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 2 contains 225040 members 
Mstep: Class 3 contains 57847 members 
Mstep: Class 5 contains 5407 members 
Mstep: Class 7 contains 38405 members 
Mstep: Class 8 contains 8242 members 
Mstep: Class 9 contains 1385 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 22551 members 
Mstep: Class 12 contains 4400 members 
Mstep: Class 14 contains 19635 members 
Mstep: Class 15 contains 6264 members 
Mstep: Class 16 contains 2901 members 
Mstep: Class 17 contains 56165 members 
Mstep: Class 18 contains 14518 members 
Mstep: Class 19 contains 182143 members 
Mstep: Class 20 contains 35796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80002472.000000 Penalty: 53308.742188
Iteration 26Q: 17 clusters Score -8.000247e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 2 contains 223969 members 
Mstep: Class 3 contains 58535 members 
Mstep: Class 5 contains 5400 members 
Mstep: Class 7 contains 38443 members 
Mstep: Class 8 contains 8065 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 22672 members 
Mstep: Class 12 contains 4304 members 
Mstep: Class 14 contains 20296 members 
Mstep: Class 15 contains 6264 members 
Mstep: Class 16 contains 2822 members 
Mstep: Class 17 contains 55871 members 
Mstep: Class 18 contains 14519 members 
Mstep: Class 19 contains 182375 members 
Mstep: Class 20 contains 35755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80003768.000000 Penalty: 53308.742188
Iteration 27Q: 17 clusters Score -8.000377e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 2 contains 223111 members 
Mstep: Class 3 contains 59147 members 
Mstep: Class 5 contains 5394 members 
Mstep: Class 7 contains 38475 members 
Mstep: Class 8 contains 7905 members 
Mstep: Class 9 contains 1446 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 22785 members 
Mstep: Class 12 contains 4210 members 
Mstep: Class 14 contains 20986 members 
Mstep: Class 15 contains 6267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 55634 members 
Mstep: Class 18 contains 14515 members 
Mstep: Class 19 contains 182350 members 
Mstep: Class 20 contains 35732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80005304.000000 Penalty: 53308.742188
Iteration 28Q: 17 clusters Score -8.00053e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 2 contains 222425 members 
Mstep: Class 3 contains 59694 members 
Mstep: Class 5 contains 5385 members 
Mstep: Class 7 contains 38493 members 
Mstep: Class 8 contains 7771 members 
Mstep: Class 9 contains 1494 members 
Mstep: Class 10 contains 2521 members 
Mstep: Class 11 contains 22865 members 
Mstep: Class 12 contains 4116 members 
Mstep: Class 14 contains 21669 members 
Mstep: Class 15 contains 6256 members 
Mstep: Class 16 contains 2675 members 
Mstep: Class 17 contains 55407 members 
Mstep: Class 18 contains 14516 members 
Mstep: Class 19 contains 182202 members 
Mstep: Class 20 contains 35732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80006848.000000 Penalty: 53308.742188
Iteration 29Q: 17 clusters Score -8.000685e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 2 contains 221880 members 
Mstep: Class 3 contains 60188 members 
Mstep: Class 5 contains 5372 members 
Mstep: Class 7 contains 38511 members 
Mstep: Class 8 contains 7668 members 
Mstep: Class 9 contains 1545 members 
Mstep: Class 10 contains 2521 members 
Mstep: Class 11 contains 22922 members 
Mstep: Class 12 contains 4057 members 
Mstep: Class 14 contains 22362 members 
Mstep: Class 15 contains 6243 members 
Mstep: Class 16 contains 2621 members 
Mstep: Class 17 contains 55170 members 
Mstep: Class 18 contains 14523 members 
Mstep: Class 19 contains 181923 members 
Mstep: Class 20 contains 35715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80007632.000000 Penalty: 53308.742188
Iteration 30Q: 17 clusters Score -8.000763e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 2 contains 221370 members 
Mstep: Class 3 contains 60580 members 
Mstep: Class 5 contains 5366 members 
Mstep: Class 7 contains 38548 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 1605 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 22989 members 
Mstep: Class 12 contains 3978 members 
Mstep: Class 14 contains 23026 members 
Mstep: Class 15 contains 6240 members 
Mstep: Class 16 contains 2570 members 
Mstep: Class 17 contains 54922 members 
Mstep: Class 18 contains 14527 members 
Mstep: Class 19 contains 181712 members 
Mstep: Class 20 contains 35686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80008800.000000 Penalty: 53308.742188
Iteration 31Q: 17 clusters Score -8.00088e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 2 contains 221126 members 
Mstep: Class 3 contains 60896 members 
Mstep: Class 5 contains 5361 members 
Mstep: Class 7 contains 38565 members 
Mstep: Class 8 contains 7517 members 
Mstep: Class 9 contains 1676 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 23043 members 
Mstep: Class 12 contains 3920 members 
Mstep: Class 14 contains 23658 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 2522 members 
Mstep: Class 17 contains 54656 members 
Mstep: Class 18 contains 14528 members 
Mstep: Class 19 contains 181336 members 
Mstep: Class 20 contains 35654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80009592.000000 Penalty: 53308.742188
Iteration 32Q: 17 clusters Score -8.000959e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 2 contains 220824 members 
Mstep: Class 3 contains 61166 members 
Mstep: Class 5 contains 5355 members 
Mstep: Class 7 contains 38576 members 
Mstep: Class 8 contains 7466 members 
Mstep: Class 9 contains 1771 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 23095 members 
Mstep: Class 12 contains 3855 members 
Mstep: Class 14 contains 24326 members 
Mstep: Class 15 contains 6238 members 
Mstep: Class 16 contains 2474 members 
Mstep: Class 17 contains 54432 members 
Mstep: Class 18 contains 14530 members 
Mstep: Class 19 contains 180959 members 
Mstep: Class 20 contains 35631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80010512.000000 Penalty: 53308.742188
Iteration 33Q: 17 clusters Score -8.001051e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 2 contains 220648 members 
Mstep: Class 3 contains 61360 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 7 contains 38539 members 
Mstep: Class 8 contains 7423 members 
Mstep: Class 9 contains 1862 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 23138 members 
Mstep: Class 12 contains 3791 members 
Mstep: Class 14 contains 25004 members 
Mstep: Class 15 contains 6243 members 
Mstep: Class 16 contains 2436 members 
Mstep: Class 17 contains 54220 members 
Mstep: Class 18 contains 14526 members 
Mstep: Class 19 contains 180559 members 
Mstep: Class 20 contains 35597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80011096.000000 Penalty: 53308.742188
Iteration 34Q: 17 clusters Score -8.00111e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 2 contains 220456 members 
Mstep: Class 3 contains 61520 members 
Mstep: Class 5 contains 5351 members 
Mstep: Class 7 contains 38508 members 
Mstep: Class 8 contains 7400 members 
Mstep: Class 9 contains 1994 members 
Mstep: Class 10 contains 2526 members 
Mstep: Class 11 contains 23173 members 
Mstep: Class 12 contains 3739 members 
Mstep: Class 14 contains 25632 members 
Mstep: Class 15 contains 6257 members 
Mstep: Class 16 contains 2398 members 
Mstep: Class 17 contains 54037 members 
Mstep: Class 18 contains 14516 members 
Mstep: Class 19 contains 180137 members 
Mstep: Class 20 contains 35577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80011736.000000 Penalty: 53308.742188
Iteration 35Q: 17 clusters Score -8.001174e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 2 contains 220264 members 
Mstep: Class 3 contains 61616 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 7 contains 38479 members 
Mstep: Class 8 contains 7377 members 
Mstep: Class 9 contains 2180 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 23212 members 
Mstep: Class 12 contains 3717 members 
Mstep: Class 14 contains 26280 members 
Mstep: Class 15 contains 6259 members 
Mstep: Class 16 contains 2362 members 
Mstep: Class 17 contains 53880 members 
Mstep: Class 18 contains 14513 members 
Mstep: Class 19 contains 179634 members 
Mstep: Class 20 contains 35572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80012368.000000 Penalty: 53308.742188
Iteration 36Q: 17 clusters Score -8.001237e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 2 contains 220086 members 
Mstep: Class 3 contains 61692 members 
Mstep: Class 5 contains 5347 members 
Mstep: Class 7 contains 38446 members 
Mstep: Class 8 contains 7355 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 23233 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 14 contains 26941 members 
Mstep: Class 15 contains 6267 members 
Mstep: Class 16 contains 2333 members 
Mstep: Class 17 contains 53684 members 
Mstep: Class 18 contains 14511 members 
Mstep: Class 19 contains 179202 members 
Mstep: Class 20 contains 35561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80012976.000000 Penalty: 53308.742188
Iteration 37Q: 17 clusters Score -8.001298e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 2 contains 219956 members 
Mstep: Class 3 contains 61763 members 
Mstep: Class 5 contains 5344 members 
Mstep: Class 7 contains 38421 members 
Mstep: Class 8 contains 7353 members 
Mstep: Class 9 contains 2508 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 23274 members 
Mstep: Class 12 contains 3662 members 
Mstep: Class 14 contains 27601 members 
Mstep: Class 15 contains 6279 members 
Mstep: Class 16 contains 2309 members 
Mstep: Class 17 contains 53467 members 
Mstep: Class 18 contains 14507 members 
Mstep: Class 19 contains 178694 members 
Mstep: Class 20 contains 35555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80013664.000000 Penalty: 53308.742188
Iteration 38Q: 17 clusters Score -8.001366e+07 nChanged 3437
Entering ConstructFrom: 
Score: -80013664.000000 Penalty: 53308.742188
Entering ConstructFrom: 
Trying to split cluster 2 (219770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219770 members 
Entering Unmasked Estep 
Score: -26160176.000000 Penalty: 3050.483643
	Iteration 0F: 2 clusters Score -2.616018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109758 members 
Mstep: Class 2 contains 110012 members 
Entering Unmasked Estep 
Score: -26026110.000000 Penalty: 6100.967285
	Iteration 0F: 3 clusters Score -2.602611e+07 nChanged 106063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107623 members 
Mstep: Class 2 contains 112147 members 
Entering Unmasked Estep 
Score: -26089476.000000 Penalty: 6100.967285
	Iteration 1F: 3 clusters Score -2.608948e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107113 members 
Mstep: Class 2 contains 112657 members 
Entering Unmasked Estep 
Score: -26092256.000000 Penalty: 6100.967285
	Iteration 2Q: 3 clusters Score -2.609226e+07 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106507 members 
Mstep: Class 2 contains 113263 members 
Entering Unmasked Estep 
Score: -26096484.000000 Penalty: 6100.967285
	Iteration 3Q: 3 clusters Score -2.609648e+07 nChanged 12735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106020 members 
Mstep: Class 2 contains 113750 members 
Entering Unmasked Estep 
Score: -26103472.000000 Penalty: 6100.967285
	Iteration 4F: 3 clusters Score -2.610347e+07 nChanged 15336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105998 members 
Mstep: Class 2 contains 113772 members 
Entering Unmasked Estep 
Score: -26113544.000000 Penalty: 6100.967285
	Iteration 5F: 3 clusters Score -2.611354e+07 nChanged 17058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106636 members 
Mstep: Class 2 contains 113134 members 
Entering Unmasked Estep 
Score: -26126362.000000 Penalty: 6100.967285
	Iteration 6F: 3 clusters Score -2.612636e+07 nChanged 16932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108590 members 
Mstep: Class 2 contains 111180 members 
Entering Unmasked Estep 
Score: -26137922.000000 Penalty: 6100.967285
	Iteration 7F: 3 clusters Score -2.613792e+07 nChanged 13384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111922 members 
Mstep: Class 2 contains 107848 members 
Entering Unmasked Estep 
Score: -26143498.000000 Penalty: 6100.967285
	Iteration 8F: 3 clusters Score -2.61435e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116292 members 
Mstep: Class 2 contains 103478 members 
Entering Unmasked Estep 
Score: -26145320.000000 Penalty: 6100.967285
	Iteration 9Q: 3 clusters Score -2.614532e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120783 members 
Mstep: Class 2 contains 98987 members 
Entering Unmasked Estep 
Score: -26146038.000000 Penalty: 6100.967285
	Iteration 10Q: 3 clusters Score -2.614604e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124752 members 
Mstep: Class 2 contains 95018 members 
Entering Unmasked Estep 
Score: -26146354.000000 Penalty: 6100.967285
	Iteration 11Q: 3 clusters Score -2.614635e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128270 members 
Mstep: Class 2 contains 91500 members 
Entering Unmasked Estep 
Score: -26146312.000000 Penalty: 6100.967285
	Iteration 12Q: 3 clusters Score -2.614631e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131736 members 
Mstep: Class 2 contains 88034 members 
Entering Unmasked Estep 
Score: -26146106.000000 Penalty: 6100.967285
	Iteration 13Q: 3 clusters Score -2.614611e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135211 members 
Mstep: Class 2 contains 84559 members 
Entering Unmasked Estep 
Score: -26146096.000000 Penalty: 6100.967285
	Iteration 14Q: 3 clusters Score -2.61461e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138736 members 
Mstep: Class 2 contains 81034 members 
Entering Unmasked Estep 
Score: -26146116.000000 Penalty: 6100.967285
	Iteration 15Q: 3 clusters Score -2.614612e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142518 members 
Mstep: Class 2 contains 77252 members 
Entering Unmasked Estep 
Score: -26145800.000000 Penalty: 6100.967285
	Iteration 16Q: 3 clusters Score -2.61458e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146582 members 
Mstep: Class 2 contains 73188 members 
Entering Unmasked Estep 
Score: -26145686.000000 Penalty: 6100.967285
	Iteration 17Q: 3 clusters Score -2.614569e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150717 members 
Mstep: Class 2 contains 69053 members 
Entering Unmasked Estep 
Score: -26145468.000000 Penalty: 6100.967285
	Iteration 18Q: 3 clusters Score -2.614547e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154810 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -26145538.000000 Penalty: 6100.967285
	Iteration 19Q: 3 clusters Score -2.614554e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158854 members 
Mstep: Class 2 contains 60916 members 
Entering Unmasked Estep 
Score: -26145552.000000 Penalty: 6100.967285
	Iteration 20F: 3 clusters Score -2.614555e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162882 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -26145734.000000 Penalty: 6100.967285
	Iteration 21Q: 3 clusters Score -2.614573e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166762 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
Score: -26146100.000000 Penalty: 6100.967285
	Iteration 22Q: 3 clusters Score -2.61461e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170496 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -26146194.000000 Penalty: 6100.967285
	Iteration 23Q: 3 clusters Score -2.614619e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174199 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -26146202.000000 Penalty: 6100.967285
	Iteration 24Q: 3 clusters Score -2.61462e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177870 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -26146606.000000 Penalty: 6100.967285
	Iteration 25Q: 3 clusters Score -2.614661e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181403 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -26146816.000000 Penalty: 6100.967285
	Iteration 26Q: 3 clusters Score -2.614682e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184823 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -26147322.000000 Penalty: 6100.967285
	Iteration 27Q: 3 clusters Score -2.614732e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188112 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -26147922.000000 Penalty: 6100.967285
	Iteration 28Q: 3 clusters Score -2.614792e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191212 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -26150384.000000 Penalty: 6100.967285
	Iteration 29Q: 3 clusters Score -2.615038e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194102 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -26152918.000000 Penalty: 6100.967285
	Iteration 30Q: 3 clusters Score -2.615292e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196754 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -26155028.000000 Penalty: 6100.967285
	Iteration 31Q: 3 clusters Score -2.615503e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199333 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -26156968.000000 Penalty: 6100.967285
	Iteration 32Q: 3 clusters Score -2.615697e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201776 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -26158516.000000 Penalty: 6100.967285
	Iteration 33Q: 3 clusters Score -2.615852e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203972 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -26159652.000000 Penalty: 6100.967285
	Iteration 34Q: 3 clusters Score -2.615965e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206026 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -26160342.000000 Penalty: 6100.967285
	Iteration 35Q: 3 clusters Score -2.616034e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207919 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -26161124.000000 Penalty: 6100.967285
	Iteration 36Q: 3 clusters Score -2.616112e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209661 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -26161532.000000 Penalty: 6100.967285
	Iteration 37Q: 3 clusters Score -2.616153e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211200 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -26161584.000000 Penalty: 6100.967285
	Iteration 38Q: 3 clusters Score -2.616158e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212496 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -26161308.000000 Penalty: 6100.967285
	Iteration 39Q: 3 clusters Score -2.616131e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213562 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -26161012.000000 Penalty: 6100.967285
	Iteration 40F: 3 clusters Score -2.616101e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214431 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -26160914.000000 Penalty: 6100.967285
	Iteration 41Q: 3 clusters Score -2.616091e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215152 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -26160718.000000 Penalty: 6100.967285
	Iteration 42Q: 3 clusters Score -2.616072e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215735 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -26160432.000000 Penalty: 6100.967285
	Iteration 43Q: 3 clusters Score -2.616043e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216201 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -26160206.000000 Penalty: 6100.967285
	Iteration 44Q: 3 clusters Score -2.616021e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216594 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -26159978.000000 Penalty: 6100.967285
	Iteration 45Q: 3 clusters Score -2.615998e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216890 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -26159908.000000 Penalty: 6100.967285
	Iteration 46Q: 3 clusters Score -2.615991e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217138 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -26159854.000000 Penalty: 6100.967285
	Iteration 47Q: 3 clusters Score -2.615985e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217332 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -26159756.000000 Penalty: 6100.967285
	Iteration 48Q: 3 clusters Score -2.615976e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217497 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -26159748.000000 Penalty: 6100.967285
	Iteration 49Q: 3 clusters Score -2.615975e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217638 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -26159674.000000 Penalty: 6100.967285
	Iteration 50Q: 3 clusters Score -2.615967e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217757 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -26159592.000000 Penalty: 6100.967285
	Iteration 51Q: 3 clusters Score -2.615959e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217848 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -26159574.000000 Penalty: 6100.967285
	Iteration 52Q: 3 clusters Score -2.615957e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217927 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -26159548.000000 Penalty: 6100.967285
	Iteration 53Q: 3 clusters Score -2.615955e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217981 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -26159488.000000 Penalty: 6100.967285
	Iteration 54Q: 3 clusters Score -2.615949e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218024 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -26159490.000000 Penalty: 6100.967285
	Iteration 55Q: 3 clusters Score -2.615949e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218060 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -26159490.000000 Penalty: 6100.967285
	Iteration 56Q: 3 clusters Score -2.615949e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218095 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -26159480.000000 Penalty: 6100.967285
	Iteration 57Q: 3 clusters Score -2.615948e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218140 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -26159534.000000 Penalty: 6100.967285
	Iteration 58Q: 3 clusters Score -2.615953e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218164 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -26159496.000000 Penalty: 6100.967285
	Iteration 59Q: 3 clusters Score -2.61595e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218205 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -26159470.000000 Penalty: 6100.967285
	Iteration 60F: 3 clusters Score -2.615947e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218238 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -26159410.000000 Penalty: 6100.967285
	Iteration 61Q: 3 clusters Score -2.615941e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218271 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -26159444.000000 Penalty: 6100.967285
	Iteration 62Q: 3 clusters Score -2.615944e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218295 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -26159426.000000 Penalty: 6100.967285
	Iteration 63Q: 3 clusters Score -2.615943e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218320 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -26159450.000000 Penalty: 6100.967285
	Iteration 64Q: 3 clusters Score -2.615945e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218345 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -26159426.000000 Penalty: 6100.967285
	Iteration 65Q: 3 clusters Score -2.615943e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218361 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -26159460.000000 Penalty: 6100.967285
	Iteration 66Q: 3 clusters Score -2.615946e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218381 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -26159478.000000 Penalty: 6100.967285
	Iteration 67Q: 3 clusters Score -2.615948e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218393 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -26159468.000000 Penalty: 6100.967285
	Iteration 68Q: 3 clusters Score -2.615947e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218397 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -26159464.000000 Penalty: 6100.967285
	Iteration 69Q: 3 clusters Score -2.615946e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218396 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -26159448.000000 Penalty: 6100.967285
	Iteration 70Q: 3 clusters Score -2.615945e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218399 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -26159448.000000 Penalty: 6100.967285
	Iteration 71Q: 3 clusters Score -2.615945e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218403 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -26159452.000000 Penalty: 6100.967285
	Iteration 72Q: 3 clusters Score -2.615945e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218405 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -26159436.000000 Penalty: 6100.967285
	Iteration 73Q: 3 clusters Score -2.615944e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218411 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -26159436.000000 Penalty: 6100.967285
	Iteration 74Q: 3 clusters Score -2.615944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218414 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -26159458.000000 Penalty: 6100.967285
	Iteration 75Q: 3 clusters Score -2.615946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218416 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -26159444.000000 Penalty: 6100.967285
	Iteration 76Q: 3 clusters Score -2.615944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218418 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -26159440.000000 Penalty: 6100.967285
	Iteration 77Q: 3 clusters Score -2.615944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218419 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -26159434.000000 Penalty: 6100.967285
	Iteration 78Q: 3 clusters Score -2.615943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218419 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -26159424.000000 Penalty: 6100.967285
	Iteration 79Q: 3 clusters Score -2.615942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218420 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -26159410.000000 Penalty: 6100.967285
	Iteration 80F: 3 clusters Score -2.615941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218421 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -26159438.000000 Penalty: 6100.967285
	Iteration 81Q: 3 clusters Score -2.615944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218420 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -26159434.000000 Penalty: 6100.967285
	Iteration 82Q: 3 clusters Score -2.615943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218417 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -26159436.000000 Penalty: 6100.967285
	Iteration 83Q: 3 clusters Score -2.615944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218417 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -26159424.000000 Penalty: 6100.967285
	Iteration 84Q: 3 clusters Score -2.615942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218419 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -26159436.000000 Penalty: 6100.967285
	Iteration 85Q: 3 clusters Score -2.615944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218419 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -26159420.000000 Penalty: 6100.967285
	Iteration 86Q: 3 clusters Score -2.615942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218418 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -26159414.000000 Penalty: 6100.967285
	Iteration 87Q: 3 clusters Score -2.615941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218417 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -26159416.000000 Penalty: 6100.967285
	Iteration 88Q: 3 clusters Score -2.615942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218413 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -26159426.000000 Penalty: 6100.967285
	Iteration 89Q: 3 clusters Score -2.615943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218413 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -26159450.000000 Penalty: 6100.967285
	Iteration 90Q: 3 clusters Score -2.615945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218418 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -26159436.000000 Penalty: 6100.967285
	Iteration 91Q: 3 clusters Score -2.615944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218420 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -26159436.000000 Penalty: 6100.967285
	Iteration 92Q: 3 clusters Score -2.615944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218422 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -26159438.000000 Penalty: 6100.967285
	Iteration 93Q: 3 clusters Score -2.615944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218423 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -26159438.000000 Penalty: 6100.967285
	Iteration 94Q: 3 clusters Score -2.615944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218426 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -26159426.000000 Penalty: 6100.967285
	Iteration 95Q: 3 clusters Score -2.615943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218428 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -26159452.000000 Penalty: 6100.967285
	Iteration 96Q: 3 clusters Score -2.615945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218428 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -26159450.000000 Penalty: 6100.967285
	Iteration 97Q: 3 clusters Score -2.615945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218430 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -26159452.000000 Penalty: 6100.967285
	Iteration 98Q: 3 clusters Score -2.615945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218433 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -26159442.000000 Penalty: 6100.967285
	Iteration 99Q: 3 clusters Score -2.615944e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218434 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -26159434.000000 Penalty: 6100.967285
	Iteration 100F: 3 clusters Score -2.615943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218434 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -26159438.000000 Penalty: 6100.967285
	Iteration 101Q: 3 clusters Score -2.615944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218428 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -26159448.000000 Penalty: 6100.967285
	Iteration 102Q: 3 clusters Score -2.615945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218427 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -26159460.000000 Penalty: 6100.967285
	Iteration 103Q: 3 clusters Score -2.615946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218428 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -26159442.000000 Penalty: 6100.967285
	Iteration 104Q: 3 clusters Score -2.615944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218427 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -26159454.000000 Penalty: 6100.967285
	Iteration 105Q: 3 clusters Score -2.615945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218426 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -26159452.000000 Penalty: 6100.967285
	Iteration 106Q: 3 clusters Score -2.615945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218426 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -26159452.000000 Penalty: 6100.967285
	Iteration 107F: 3 clusters Score -2.615945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (61838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61838 members 
Entering Unmasked Estep 
Score: -7400528.500000 Penalty: 2736.003662
	Iteration 0F: 2 clusters Score -7400528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -7358937.500000 Penalty: 5472.007324
	Iteration 0F: 3 clusters Score -7358938 nChanged 28869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -7375469.000000 Penalty: 5472.007324
	Iteration 1F: 3 clusters Score -7375469 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -7376472.500000 Penalty: 5472.007324
	Iteration 2Q: 3 clusters Score -7376472 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -7377713.500000 Penalty: 5472.007324
	Iteration 3Q: 3 clusters Score -7377714 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -7379608.500000 Penalty: 5472.007324
	Iteration 4F: 3 clusters Score -7379608 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -7382217.500000 Penalty: 5472.007324
	Iteration 5F: 3 clusters Score -7382218 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -7385606.500000 Penalty: 5472.007324
	Iteration 6F: 3 clusters Score -7385606 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -7389116.500000 Penalty: 5472.007324
	Iteration 7F: 3 clusters Score -7389116 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -7391941.000000 Penalty: 5472.007324
	Iteration 8F: 3 clusters Score -7391941 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -7393470.500000 Penalty: 5472.007324
	Iteration 9Q: 3 clusters Score -7393470 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -7394225.500000 Penalty: 5472.007324
	Iteration 10Q: 3 clusters Score -7394226 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -7394715.500000 Penalty: 5472.007324
	Iteration 11Q: 3 clusters Score -7394716 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48400 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -7395135.500000 Penalty: 5472.007324
	Iteration 12Q: 3 clusters Score -7395136 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -7395519.000000 Penalty: 5472.007324
	Iteration 13Q: 3 clusters Score -7395519 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -7395910.000000 Penalty: 5472.007324
	Iteration 14Q: 3 clusters Score -7395910 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51160 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -7396168.000000 Penalty: 5472.007324
	Iteration 15Q: 3 clusters Score -7396168 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51925 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -7396488.500000 Penalty: 5472.007324
	Iteration 16Q: 3 clusters Score -7396488 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52617 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -7396678.500000 Penalty: 5472.007324
	Iteration 17Q: 3 clusters Score -7396678 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -7396920.500000 Penalty: 5472.007324
	Iteration 18Q: 3 clusters Score -7396920 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53888 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -7397090.000000 Penalty: 5472.007324
	Iteration 19Q: 3 clusters Score -7397090 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -7397289.500000 Penalty: 5472.007324
	Iteration 20F: 3 clusters Score -7397290 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55046 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -7397475.000000 Penalty: 5472.007324
	Iteration 21Q: 3 clusters Score -7397475 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -7397617.500000 Penalty: 5472.007324
	Iteration 22Q: 3 clusters Score -7397618 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56002 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -7397786.500000 Penalty: 5472.007324
	Iteration 23Q: 3 clusters Score -7397786 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -7397923.500000 Penalty: 5472.007324
	Iteration 24Q: 3 clusters Score -7397924 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56728 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -7397998.000000 Penalty: 5472.007324
	Iteration 25Q: 3 clusters Score -7397998 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57021 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -7398104.500000 Penalty: 5472.007324
	Iteration 26Q: 3 clusters Score -7398104 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57295 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -7398192.000000 Penalty: 5472.007324
	Iteration 27Q: 3 clusters Score -7398192 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57533 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -7398272.000000 Penalty: 5472.007324
	Iteration 28Q: 3 clusters Score -7398272 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57756 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -7398344.500000 Penalty: 5472.007324
	Iteration 29Q: 3 clusters Score -7398344 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57948 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -7398380.000000 Penalty: 5472.007324
	Iteration 30Q: 3 clusters Score -7398380 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58114 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -7398419.500000 Penalty: 5472.007324
	Iteration 31Q: 3 clusters Score -7398420 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58252 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -7398395.000000 Penalty: 5472.007324
	Iteration 32Q: 3 clusters Score -7398395 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -7398457.000000 Penalty: 5472.007324
	Iteration 33Q: 3 clusters Score -7398457 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58501 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -7398496.500000 Penalty: 5472.007324
	Iteration 34Q: 3 clusters Score -7398496 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -7398529.500000 Penalty: 5472.007324
	Iteration 35Q: 3 clusters Score -7398530 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58725 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -7398536.500000 Penalty: 5472.007324
	Iteration 36Q: 3 clusters Score -7398536 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -7398566.500000 Penalty: 5472.007324
	Iteration 37Q: 3 clusters Score -7398566 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58889 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -7398587.500000 Penalty: 5472.007324
	Iteration 38Q: 3 clusters Score -7398588 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58959 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -7398592.500000 Penalty: 5472.007324
	Iteration 39Q: 3 clusters Score -7398592 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59010 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -7398610.000000 Penalty: 5472.007324
	Iteration 40F: 3 clusters Score -7398610 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -7398619.500000 Penalty: 5472.007324
	Iteration 41Q: 3 clusters Score -7398620 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59116 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -7398641.500000 Penalty: 5472.007324
	Iteration 42Q: 3 clusters Score -7398642 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59166 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -7398656.500000 Penalty: 5472.007324
	Iteration 43Q: 3 clusters Score -7398656 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -7398670.000000 Penalty: 5472.007324
	Iteration 44Q: 3 clusters Score -7398670 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -7398682.000000 Penalty: 5472.007324
	Iteration 45Q: 3 clusters Score -7398682 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59317 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -7398691.000000 Penalty: 5472.007324
	Iteration 46Q: 3 clusters Score -7398691 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -7398688.500000 Penalty: 5472.007324
	Iteration 47Q: 3 clusters Score -7398688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59392 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -7398687.000000 Penalty: 5472.007324
	Iteration 48Q: 3 clusters Score -7398687 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -7398688.500000 Penalty: 5472.007324
	Iteration 49Q: 3 clusters Score -7398688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -7398690.000000 Penalty: 5472.007324
	Iteration 50Q: 3 clusters Score -7398690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59459 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -7398700.000000 Penalty: 5472.007324
	Iteration 51Q: 3 clusters Score -7398700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59479 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -7398695.500000 Penalty: 5472.007324
	Iteration 52Q: 3 clusters Score -7398696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59499 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -7398712.500000 Penalty: 5472.007324
	Iteration 53Q: 3 clusters Score -7398712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59518 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -7398707.000000 Penalty: 5472.007324
	Iteration 54Q: 3 clusters Score -7398707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59534 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -7398706.500000 Penalty: 5472.007324
	Iteration 55Q: 3 clusters Score -7398706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -7398711.000000 Penalty: 5472.007324
	Iteration 56Q: 3 clusters Score -7398711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59553 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -7398711.500000 Penalty: 5472.007324
	Iteration 57Q: 3 clusters Score -7398712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -7398716.000000 Penalty: 5472.007324
	Iteration 58Q: 3 clusters Score -7398716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59561 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -7398714.500000 Penalty: 5472.007324
	Iteration 59Q: 3 clusters Score -7398714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -7398716.500000 Penalty: 5472.007324
	Iteration 60F: 3 clusters Score -7398716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59564 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -7398713.500000 Penalty: 5472.007324
	Iteration 61Q: 3 clusters Score -7398714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59565 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -7398711.500000 Penalty: 5472.007324
	Iteration 62Q: 3 clusters Score -7398712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59567 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -7398710.000000 Penalty: 5472.007324
	Iteration 63Q: 3 clusters Score -7398710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59569 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -7398716.000000 Penalty: 5472.007324
	Iteration 64Q: 3 clusters Score -7398716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -7398722.000000 Penalty: 5472.007324
	Iteration 65Q: 3 clusters Score -7398722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59574 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -7398726.000000 Penalty: 5472.007324
	Iteration 66Q: 3 clusters Score -7398726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59576 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -7398721.500000 Penalty: 5472.007324
	Iteration 67Q: 3 clusters Score -7398722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59576 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -7398729.000000 Penalty: 5472.007324
	Iteration 68Q: 3 clusters Score -7398729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59579 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -7398721.000000 Penalty: 5472.007324
	Iteration 69Q: 3 clusters Score -7398721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59582 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -7398727.500000 Penalty: 5472.007324
	Iteration 70Q: 3 clusters Score -7398728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59582 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -7398724.000000 Penalty: 5472.007324
	Iteration 71Q: 3 clusters Score -7398724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59583 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -7398728.500000 Penalty: 5472.007324
	Iteration 72Q: 3 clusters Score -7398728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59584 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -7398725.000000 Penalty: 5472.007324
	Iteration 73Q: 3 clusters Score -7398725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59584 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -7398725.000000 Penalty: 5472.007324
	Iteration 74F: 3 clusters Score -7398725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Entering Unmasked Estep 
Score: -639655.500000 Penalty: 2128.625732
	Iteration 0F: 2 clusters Score -639655.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -634931.375000 Penalty: 4257.251465
	Iteration 0F: 3 clusters Score -634931.4 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -636065.062500 Penalty: 4257.251465
	Iteration 1F: 3 clusters Score -636065.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -636299.000000 Penalty: 4257.251465
	Iteration 2F: 3 clusters Score -636299 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -636461.625000 Penalty: 4257.251465
	Iteration 3Q: 3 clusters Score -636461.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -636624.812500 Penalty: 4257.251465
	Iteration 4Q: 3 clusters Score -636624.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -636776.312500 Penalty: 4257.251465
	Iteration 5Q: 3 clusters Score -636776.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -636947.312500 Penalty: 4257.251465
	Iteration 6Q: 3 clusters Score -636947.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -637143.312500 Penalty: 4257.251465
	Iteration 7Q: 3 clusters Score -637143.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -637339.250000 Penalty: 4257.251465
	Iteration 8Q: 3 clusters Score -637339.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -637524.000000 Penalty: 4257.251465
	Iteration 9Q: 3 clusters Score -637524 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -637685.125000 Penalty: 4257.251465
	Iteration 10Q: 3 clusters Score -637685.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -637805.125000 Penalty: 4257.251465
	Iteration 11Q: 3 clusters Score -637805.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -637886.875000 Penalty: 4257.251465
	Iteration 12Q: 3 clusters Score -637886.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -637944.437500 Penalty: 4257.251465
	Iteration 13Q: 3 clusters Score -637944.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -637986.062500 Penalty: 4257.251465
	Iteration 14Q: 3 clusters Score -637986.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -638018.250000 Penalty: 4257.251465
	Iteration 15Q: 3 clusters Score -638018.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -638039.312500 Penalty: 4257.251465
	Iteration 16Q: 3 clusters Score -638039.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -638050.750000 Penalty: 4257.251465
	Iteration 17Q: 3 clusters Score -638050.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -638062.375000 Penalty: 4257.251465
	Iteration 18Q: 3 clusters Score -638062.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -638067.250000 Penalty: 4257.251465
	Iteration 19Q: 3 clusters Score -638067.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -638073.562500 Penalty: 4257.251465
	Iteration 20F: 3 clusters Score -638073.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -638077.500000 Penalty: 4257.251465
	Iteration 21Q: 3 clusters Score -638077.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -638080.875000 Penalty: 4257.251465
	Iteration 22Q: 3 clusters Score -638080.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -638083.437500 Penalty: 4257.251465
	Iteration 23Q: 3 clusters Score -638083.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -638085.875000 Penalty: 4257.251465
	Iteration 24Q: 3 clusters Score -638085.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -638086.687500 Penalty: 4257.251465
	Iteration 25Q: 3 clusters Score -638086.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -638087.875000 Penalty: 4257.251465
	Iteration 26Q: 3 clusters Score -638087.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -638089.625000 Penalty: 4257.251465
	Iteration 27Q: 3 clusters Score -638089.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -638091.125000 Penalty: 4257.251465
	Iteration 28Q: 3 clusters Score -638091.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -638092.000000 Penalty: 4257.251465
	Iteration 29Q: 3 clusters Score -638092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -638092.187500 Penalty: 4257.251465
	Iteration 30Q: 3 clusters Score -638092.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -638092.562500 Penalty: 4257.251465
	Iteration 31Q: 3 clusters Score -638092.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -638092.562500 Penalty: 4257.251465
	Iteration 32F: 3 clusters Score -638092.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (38389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Entering Unmasked Estep 
Score: -4636493.000000 Penalty: 2617.770508
	Iteration 0F: 2 clusters Score -4636493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -4610516.500000 Penalty: 5235.541016
	Iteration 0F: 3 clusters Score -4610516 nChanged 17371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -4619989.000000 Penalty: 5235.541016
	Iteration 1F: 3 clusters Score -4619989 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -4620534.000000 Penalty: 5235.541016
	Iteration 2Q: 3 clusters Score -4620534 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -4621118.500000 Penalty: 5235.541016
	Iteration 3Q: 3 clusters Score -4621118 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -4621853.500000 Penalty: 5235.541016
	Iteration 4Q: 3 clusters Score -4621854 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -4622929.500000 Penalty: 5235.541016
	Iteration 5Q: 3 clusters Score -4622930 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -4624527.500000 Penalty: 5235.541016
	Iteration 6F: 3 clusters Score -4624528 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -4626804.000000 Penalty: 5235.541016
	Iteration 7F: 3 clusters Score -4626804 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -4629688.000000 Penalty: 5235.541016
	Iteration 8F: 3 clusters Score -4629688 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -4632537.000000 Penalty: 5235.541016
	Iteration 9F: 3 clusters Score -4632537 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -4634689.000000 Penalty: 5235.541016
	Iteration 10F: 3 clusters Score -4634689 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -4635853.500000 Penalty: 5235.541016
	Iteration 11Q: 3 clusters Score -4635854 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -4636333.500000 Penalty: 5235.541016
	Iteration 12Q: 3 clusters Score -4636334 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -4636490.000000 Penalty: 5235.541016
	Iteration 13Q: 3 clusters Score -4636490 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -4636542.000000 Penalty: 5235.541016
	Iteration 14Q: 3 clusters Score -4636542 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -4636577.500000 Penalty: 5235.541016
	Iteration 15Q: 3 clusters Score -4636578 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -4636612.500000 Penalty: 5235.541016
	Iteration 16Q: 3 clusters Score -4636612 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -4636638.500000 Penalty: 5235.541016
	Iteration 17Q: 3 clusters Score -4636638 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -4636642.500000 Penalty: 5235.541016
	Iteration 18Q: 3 clusters Score -4636642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -4636651.000000 Penalty: 5235.541016
	Iteration 19Q: 3 clusters Score -4636651 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -4636648.000000 Penalty: 5235.541016
	Iteration 20F: 3 clusters Score -4636648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -4636641.500000 Penalty: 5235.541016
	Iteration 21Q: 3 clusters Score -4636642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -4636647.000000 Penalty: 5235.541016
	Iteration 22Q: 3 clusters Score -4636647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -4636649.000000 Penalty: 5235.541016
	Iteration 23Q: 3 clusters Score -4636649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -4636644.000000 Penalty: 5235.541016
	Iteration 24Q: 3 clusters Score -4636644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -4636646.500000 Penalty: 5235.541016
	Iteration 25Q: 3 clusters Score -4636646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -4636658.000000 Penalty: 5235.541016
	Iteration 26Q: 3 clusters Score -4636658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -4636655.500000 Penalty: 5235.541016
	Iteration 27Q: 3 clusters Score -4636656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -4636659.000000 Penalty: 5235.541016
	Iteration 28Q: 3 clusters Score -4636659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -4636659.000000 Penalty: 5235.541016
	Iteration 29F: 3 clusters Score -4636659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 219770 members 
Mstep: Class 3 contains 61838 members 
Mstep: Class 5 contains 5341 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 7351 members 
Mstep: Class 9 contains 2689 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 23307 members 
Mstep: Class 12 contains 3630 members 
Mstep: Class 14 contains 28262 members 
Mstep: Class 15 contains 6290 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 53280 members 
Mstep: Class 18 contains 14506 members 
Mstep: Class 19 contains 178195 members 
Mstep: Class 20 contains 35553 members 
Entering Unmasked Estep 
Score: -80013200.000000 Penalty: 56640.539062
Splitting cluster 7 changes total score from -80013664.000000 to -80013200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (7351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Entering Unmasked Estep 
Score: -888097.187500 Penalty: 2207.842773
	Iteration 0F: 2 clusters Score -888097.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -882146.000000 Penalty: 4415.685547
	Iteration 0F: 3 clusters Score -882146 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -883736.437500 Penalty: 4415.685547
	Iteration 1F: 3 clusters Score -883736.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -883988.875000 Penalty: 4415.685547
	Iteration 2F: 3 clusters Score -883988.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -884173.687500 Penalty: 4415.685547
	Iteration 3F: 3 clusters Score -884173.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -884299.812500 Penalty: 4415.685547
	Iteration 4Q: 3 clusters Score -884299.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -884369.812500 Penalty: 4415.685547
	Iteration 5Q: 3 clusters Score -884369.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -884421.625000 Penalty: 4415.685547
	Iteration 6Q: 3 clusters Score -884421.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -884458.625000 Penalty: 4415.685547
	Iteration 7Q: 3 clusters Score -884458.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -884489.812500 Penalty: 4415.685547
	Iteration 8Q: 3 clusters Score -884489.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -884518.125000 Penalty: 4415.685547
	Iteration 9Q: 3 clusters Score -884518.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -884545.312500 Penalty: 4415.685547
	Iteration 10Q: 3 clusters Score -884545.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -884566.500000 Penalty: 4415.685547
	Iteration 11Q: 3 clusters Score -884566.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -884585.187500 Penalty: 4415.685547
	Iteration 12Q: 3 clusters Score -884585.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -884602.187500 Penalty: 4415.685547
	Iteration 13Q: 3 clusters Score -884602.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -884618.500000 Penalty: 4415.685547
	Iteration 14Q: 3 clusters Score -884618.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -884633.937500 Penalty: 4415.685547
	Iteration 15Q: 3 clusters Score -884633.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -884646.125000 Penalty: 4415.685547
	Iteration 16Q: 3 clusters Score -884646.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -884656.937500 Penalty: 4415.685547
	Iteration 17Q: 3 clusters Score -884656.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -884671.937500 Penalty: 4415.685547
	Iteration 18Q: 3 clusters Score -884671.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -884685.312500 Penalty: 4415.685547
	Iteration 19Q: 3 clusters Score -884685.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -884694.875000 Penalty: 4415.685547
	Iteration 20F: 3 clusters Score -884694.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -884708.437500 Penalty: 4415.685547
	Iteration 21Q: 3 clusters Score -884708.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -884717.937500 Penalty: 4415.685547
	Iteration 22Q: 3 clusters Score -884717.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -884728.312500 Penalty: 4415.685547
	Iteration 23Q: 3 clusters Score -884728.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -884736.875000 Penalty: 4415.685547
	Iteration 24Q: 3 clusters Score -884736.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -884755.562500 Penalty: 4415.685547
	Iteration 25Q: 3 clusters Score -884755.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -884770.500000 Penalty: 4415.685547
	Iteration 26Q: 3 clusters Score -884770.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -884789.812500 Penalty: 4415.685547
	Iteration 27Q: 3 clusters Score -884789.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -884813.000000 Penalty: 4415.685547
	Iteration 28Q: 3 clusters Score -884813 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -884833.437500 Penalty: 4415.685547
	Iteration 29Q: 3 clusters Score -884833.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -884852.750000 Penalty: 4415.685547
	Iteration 30Q: 3 clusters Score -884852.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -884876.062500 Penalty: 4415.685547
	Iteration 31Q: 3 clusters Score -884876.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -884895.437500 Penalty: 4415.685547
	Iteration 32Q: 3 clusters Score -884895.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -884915.687500 Penalty: 4415.685547
	Iteration 33Q: 3 clusters Score -884915.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -884941.250000 Penalty: 4415.685547
	Iteration 34Q: 3 clusters Score -884941.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -884976.000000 Penalty: 4415.685547
	Iteration 35Q: 3 clusters Score -884976 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -885012.250000 Penalty: 4415.685547
	Iteration 36Q: 3 clusters Score -885012.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -885058.937500 Penalty: 4415.685547
	Iteration 37Q: 3 clusters Score -885058.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -885121.500000 Penalty: 4415.685547
	Iteration 38Q: 3 clusters Score -885121.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -885173.812500 Penalty: 4415.685547
	Iteration 39Q: 3 clusters Score -885173.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -885217.500000 Penalty: 4415.685547
	Iteration 40F: 3 clusters Score -885217.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -885253.437500 Penalty: 4415.685547
	Iteration 41Q: 3 clusters Score -885253.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -885298.375000 Penalty: 4415.685547
	Iteration 42Q: 3 clusters Score -885298.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -885348.687500 Penalty: 4415.685547
	Iteration 43Q: 3 clusters Score -885348.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -885391.187500 Penalty: 4415.685547
	Iteration 44Q: 3 clusters Score -885391.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -885431.750000 Penalty: 4415.685547
	Iteration 45Q: 3 clusters Score -885431.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -885471.125000 Penalty: 4415.685547
	Iteration 46Q: 3 clusters Score -885471.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -885513.125000 Penalty: 4415.685547
	Iteration 47Q: 3 clusters Score -885513.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -885557.937500 Penalty: 4415.685547
	Iteration 48Q: 3 clusters Score -885557.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -885587.500000 Penalty: 4415.685547
	Iteration 49Q: 3 clusters Score -885587.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -885619.562500 Penalty: 4415.685547
	Iteration 50Q: 3 clusters Score -885619.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -885653.562500 Penalty: 4415.685547
	Iteration 51Q: 3 clusters Score -885653.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -885675.687500 Penalty: 4415.685547
	Iteration 52Q: 3 clusters Score -885675.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -885706.750000 Penalty: 4415.685547
	Iteration 53Q: 3 clusters Score -885706.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -885734.812500 Penalty: 4415.685547
	Iteration 54Q: 3 clusters Score -885734.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -885764.250000 Penalty: 4415.685547
	Iteration 55Q: 3 clusters Score -885764.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -885789.062500 Penalty: 4415.685547
	Iteration 56Q: 3 clusters Score -885789.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -885816.187500 Penalty: 4415.685547
	Iteration 57Q: 3 clusters Score -885816.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -885845.500000 Penalty: 4415.685547
	Iteration 58Q: 3 clusters Score -885845.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -885870.312500 Penalty: 4415.685547
	Iteration 59Q: 3 clusters Score -885870.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -885899.687500 Penalty: 4415.685547
	Iteration 60F: 3 clusters Score -885899.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -885922.437500 Penalty: 4415.685547
	Iteration 61Q: 3 clusters Score -885922.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -885940.875000 Penalty: 4415.685547
	Iteration 62Q: 3 clusters Score -885940.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -885960.250000 Penalty: 4415.685547
	Iteration 63Q: 3 clusters Score -885960.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -885974.687500 Penalty: 4415.685547
	Iteration 64Q: 3 clusters Score -885974.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -885991.687500 Penalty: 4415.685547
	Iteration 65Q: 3 clusters Score -885991.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -886006.062500 Penalty: 4415.685547
	Iteration 66Q: 3 clusters Score -886006.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -886013.750000 Penalty: 4415.685547
	Iteration 67Q: 3 clusters Score -886013.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -886024.187500 Penalty: 4415.685547
	Iteration 68Q: 3 clusters Score -886024.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -886035.750000 Penalty: 4415.685547
	Iteration 69Q: 3 clusters Score -886035.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -886044.500000 Penalty: 4415.685547
	Iteration 70Q: 3 clusters Score -886044.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -886056.187500 Penalty: 4415.685547
	Iteration 71Q: 3 clusters Score -886056.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -886065.312500 Penalty: 4415.685547
	Iteration 72Q: 3 clusters Score -886065.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -886073.125000 Penalty: 4415.685547
	Iteration 73Q: 3 clusters Score -886073.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -886081.062500 Penalty: 4415.685547
	Iteration 74Q: 3 clusters Score -886081.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -886092.250000 Penalty: 4415.685547
	Iteration 75Q: 3 clusters Score -886092.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -886099.687500 Penalty: 4415.685547
	Iteration 76Q: 3 clusters Score -886099.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -886106.750000 Penalty: 4415.685547
	Iteration 77Q: 3 clusters Score -886106.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -886110.375000 Penalty: 4415.685547
	Iteration 78Q: 3 clusters Score -886110.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -886110.875000 Penalty: 4415.685547
	Iteration 79Q: 3 clusters Score -886110.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -886112.187500 Penalty: 4415.685547
	Iteration 80F: 3 clusters Score -886112.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -886114.687500 Penalty: 4415.685547
	Iteration 81Q: 3 clusters Score -886114.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -886116.625000 Penalty: 4415.685547
	Iteration 82Q: 3 clusters Score -886116.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -886119.250000 Penalty: 4415.685547
	Iteration 83Q: 3 clusters Score -886119.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -886125.250000 Penalty: 4415.685547
	Iteration 84Q: 3 clusters Score -886125.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -886129.437500 Penalty: 4415.685547
	Iteration 85Q: 3 clusters Score -886129.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -886130.937500 Penalty: 4415.685547
	Iteration 86Q: 3 clusters Score -886130.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -886130.937500 Penalty: 4415.685547
	Iteration 87Q: 3 clusters Score -886130.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -886134.750000 Penalty: 4415.685547
	Iteration 88Q: 3 clusters Score -886134.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -886135.375000 Penalty: 4415.685547
	Iteration 89Q: 3 clusters Score -886135.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -886136.562500 Penalty: 4415.685547
	Iteration 90Q: 3 clusters Score -886136.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -886137.250000 Penalty: 4415.685547
	Iteration 91Q: 3 clusters Score -886137.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -886137.250000 Penalty: 4415.685547
	Iteration 92F: 3 clusters Score -886137.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Entering Unmasked Estep 
Score: -322109.187500 Penalty: 1958.437256
	Iteration 0F: 2 clusters Score -322109.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -319135.406250 Penalty: 3916.874512
	Iteration 0F: 3 clusters Score -319135.4 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -319782.906250 Penalty: 3916.874512
	Iteration 1F: 3 clusters Score -319782.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -320038.562500 Penalty: 3916.874512
	Iteration 2F: 3 clusters Score -320038.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -320328.531250 Penalty: 3916.874512
	Iteration 3F: 3 clusters Score -320328.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -320578.187500 Penalty: 3916.874512
	Iteration 4F: 3 clusters Score -320578.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -320787.500000 Penalty: 3916.874512
	Iteration 5F: 3 clusters Score -320787.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -320943.406250 Penalty: 3916.874512
	Iteration 6Q: 3 clusters Score -320943.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -321053.906250 Penalty: 3916.874512
	Iteration 7Q: 3 clusters Score -321053.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -321121.906250 Penalty: 3916.874512
	Iteration 8Q: 3 clusters Score -321121.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -321171.312500 Penalty: 3916.874512
	Iteration 9Q: 3 clusters Score -321171.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -321204.593750 Penalty: 3916.874512
	Iteration 10Q: 3 clusters Score -321204.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -321234.531250 Penalty: 3916.874512
	Iteration 11Q: 3 clusters Score -321234.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -321255.718750 Penalty: 3916.874512
	Iteration 12Q: 3 clusters Score -321255.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -321270.375000 Penalty: 3916.874512
	Iteration 13Q: 3 clusters Score -321270.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -321282.375000 Penalty: 3916.874512
	Iteration 14Q: 3 clusters Score -321282.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -321284.031250 Penalty: 3916.874512
	Iteration 15Q: 3 clusters Score -321284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -321287.687500 Penalty: 3916.874512
	Iteration 16Q: 3 clusters Score -321287.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -321290.593750 Penalty: 3916.874512
	Iteration 17Q: 3 clusters Score -321290.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -321292.843750 Penalty: 3916.874512
	Iteration 18Q: 3 clusters Score -321292.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -321294.406250 Penalty: 3916.874512
	Iteration 19Q: 3 clusters Score -321294.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -321294.406250 Penalty: 3916.874512
	Iteration 20F: 3 clusters Score -321294.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Entering Unmasked Estep 
Score: -261691.250000 Penalty: 1943.125488
	Iteration 0F: 2 clusters Score -261691.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -258860.328125 Penalty: 3886.250977
	Iteration 0F: 3 clusters Score -258860.3 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -260105.562500 Penalty: 3886.250977
	Iteration 1F: 3 clusters Score -260105.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -260817.890625 Penalty: 3886.250977
	Iteration 2F: 3 clusters Score -260817.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -262263.062500 Penalty: 3886.250977
	Iteration 3F: 3 clusters Score -262263.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -264127.093750 Penalty: 3886.250977
	Iteration 4F: 3 clusters Score -264127.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -264773.093750 Penalty: 3886.250977
	Iteration 5Q: 3 clusters Score -264773.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -265183.843750 Penalty: 3886.250977
	Iteration 6Q: 3 clusters Score -265183.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -265237.781250 Penalty: 3886.250977
	Iteration 7Q: 3 clusters Score -265237.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -265251.375000 Penalty: 3886.250977
	Iteration 8Q: 3 clusters Score -265251.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -265266.812500 Penalty: 3886.250977
	Iteration 9Q: 3 clusters Score -265266.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -265274.750000 Penalty: 3886.250977
	Iteration 10Q: 3 clusters Score -265274.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -265281.468750 Penalty: 3886.250977
	Iteration 11Q: 3 clusters Score -265281.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -265287.000000 Penalty: 3886.250977
	Iteration 12Q: 3 clusters Score -265287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -265289.343750 Penalty: 3886.250977
	Iteration 13Q: 3 clusters Score -265289.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -265290.531250 Penalty: 3886.250977
	Iteration 14Q: 3 clusters Score -265290.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -265290.937500 Penalty: 3886.250977
	Iteration 15Q: 3 clusters Score -265290.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -265291.093750 Penalty: 3886.250977
	Iteration 16Q: 3 clusters Score -265291.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -265291.718750 Penalty: 3886.250977
	Iteration 17Q: 3 clusters Score -265291.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -265291.718750 Penalty: 3886.250977
	Iteration 18F: 3 clusters Score -265291.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 219770 members 
Mstep: Class 3 contains 61838 members 
Mstep: Class 5 contains 5341 members 
Mstep: Class 7 contains 38389 members 
Mstep: Class 8 contains 7351 members 
Mstep: Class 9 contains 2689 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 23307 members 
Mstep: Class 12 contains 3630 members 
Mstep: Class 14 contains 28262 members 
Mstep: Class 15 contains 6290 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 53280 members 
Mstep: Class 18 contains 14506 members 
Mstep: Class 19 contains 178195 members 
Mstep: Class 20 contains 35553 members 
Entering Unmasked Estep 
Score: -80016048.000000 Penalty: 56640.539062
Splitting cluster 10 changes total score from -80013664.000000 to -80016048.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 11 (23307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Entering Unmasked Estep 
Score: -2829957.000000 Penalty: 2494.014160
	Iteration 0F: 2 clusters Score -2829957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2813768.000000 Penalty: 4988.028320
	Iteration 0F: 3 clusters Score -2813768 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2819977.250000 Penalty: 4988.028320
	Iteration 1F: 3 clusters Score -2819977 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2821314.500000 Penalty: 4988.028320
	Iteration 2F: 3 clusters Score -2821314 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2822933.250000 Penalty: 4988.028320
	Iteration 3F: 3 clusters Score -2822933 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2824746.000000 Penalty: 4988.028320
	Iteration 4F: 3 clusters Score -2824746 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2826595.000000 Penalty: 4988.028320
	Iteration 5F: 3 clusters Score -2826595 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2828102.750000 Penalty: 4988.028320
	Iteration 6F: 3 clusters Score -2828103 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2828969.500000 Penalty: 4988.028320
	Iteration 7Q: 3 clusters Score -2828970 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2829407.500000 Penalty: 4988.028320
	Iteration 8Q: 3 clusters Score -2829408 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2829656.500000 Penalty: 4988.028320
	Iteration 9Q: 3 clusters Score -2829656 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -2829844.750000 Penalty: 4988.028320
	Iteration 10Q: 3 clusters Score -2829845 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2829954.750000 Penalty: 4988.028320
	Iteration 11Q: 3 clusters Score -2829955 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -2830044.250000 Penalty: 4988.028320
	Iteration 12Q: 3 clusters Score -2830044 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -2830113.000000 Penalty: 4988.028320
	Iteration 13Q: 3 clusters Score -2830113 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -2830167.000000 Penalty: 4988.028320
	Iteration 14Q: 3 clusters Score -2830167 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2830211.500000 Penalty: 4988.028320
	Iteration 15Q: 3 clusters Score -2830212 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2830232.500000 Penalty: 4988.028320
	Iteration 16Q: 3 clusters Score -2830232 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -2830263.500000 Penalty: 4988.028320
	Iteration 17Q: 3 clusters Score -2830264 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -2830288.000000 Penalty: 4988.028320
	Iteration 18Q: 3 clusters Score -2830288 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -2830295.250000 Penalty: 4988.028320
	Iteration 19Q: 3 clusters Score -2830295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -2830315.500000 Penalty: 4988.028320
	Iteration 20F: 3 clusters Score -2830316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -2830319.750000 Penalty: 4988.028320
	Iteration 21Q: 3 clusters Score -2830320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2830323.750000 Penalty: 4988.028320
	Iteration 22Q: 3 clusters Score -2830324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -2830327.750000 Penalty: 4988.028320
	Iteration 23Q: 3 clusters Score -2830328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -2830331.250000 Penalty: 4988.028320
	Iteration 24Q: 3 clusters Score -2830331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2830343.250000 Penalty: 4988.028320
	Iteration 25Q: 3 clusters Score -2830343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2830347.000000 Penalty: 4988.028320
	Iteration 26Q: 3 clusters Score -2830347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -2830352.250000 Penalty: 4988.028320
	Iteration 27Q: 3 clusters Score -2830352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -2830352.500000 Penalty: 4988.028320
	Iteration 28Q: 3 clusters Score -2830352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -2830356.000000 Penalty: 4988.028320
	Iteration 29Q: 3 clusters Score -2830356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -2830360.250000 Penalty: 4988.028320
	Iteration 30Q: 3 clusters Score -2830360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -2830362.750000 Penalty: 4988.028320
	Iteration 31Q: 3 clusters Score -2830363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -2830362.750000 Penalty: 4988.028320
	Iteration 32Q: 3 clusters Score -2830363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -2830366.000000 Penalty: 4988.028320
	Iteration 33Q: 3 clusters Score -2830366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2830367.000000 Penalty: 4988.028320
	Iteration 34Q: 3 clusters Score -2830367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -2830366.000000 Penalty: 4988.028320
	Iteration 35Q: 3 clusters Score -2830366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -2830362.500000 Penalty: 4988.028320
	Iteration 36Q: 3 clusters Score -2830362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -2830363.250000 Penalty: 4988.028320
	Iteration 37Q: 3 clusters Score -2830363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -2830362.250000 Penalty: 4988.028320
	Iteration 38Q: 3 clusters Score -2830362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -2830363.000000 Penalty: 4988.028320
	Iteration 39Q: 3 clusters Score -2830363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2830366.000000 Penalty: 4988.028320
	Iteration 40F: 3 clusters Score -2830366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -2830363.000000 Penalty: 4988.028320
	Iteration 41Q: 3 clusters Score -2830363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -2830362.000000 Penalty: 4988.028320
	Iteration 42Q: 3 clusters Score -2830362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -2830362.000000 Penalty: 4988.028320
	Iteration 43F: 3 clusters Score -2830362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 219770 members 
Mstep: Class 3 contains 61838 members 
Mstep: Class 4 contains 21713 members 
Mstep: Class 5 contains 5341 members 
Mstep: Class 7 contains 38389 members 
Mstep: Class 8 contains 7351 members 
Mstep: Class 9 contains 2689 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 1594 members 
Mstep: Class 12 contains 3630 members 
Mstep: Class 14 contains 28262 members 
Mstep: Class 15 contains 6290 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 53280 members 
Mstep: Class 18 contains 14506 members 
Mstep: Class 19 contains 178195 members 
Mstep: Class 20 contains 35553 members 
Entering Unmasked Estep 
Score: -80015560.000000 Penalty: 59972.335938
Splitting cluster 11 changes total score from -80013664.000000 to -80015560.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 12 (3630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Entering Unmasked Estep 
Score: -453690.250000 Penalty: 2032.853027
	Iteration 0F: 2 clusters Score -453690.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -449994.250000 Penalty: 4065.706055
	Iteration 0F: 3 clusters Score -449994.2 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -450756.156250 Penalty: 4065.706055
	Iteration 1F: 3 clusters Score -450756.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -450916.375000 Penalty: 4065.706055
	Iteration 2F: 3 clusters Score -450916.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -451005.375000 Penalty: 4065.706055
	Iteration 3Q: 3 clusters Score -451005.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -451062.937500 Penalty: 4065.706055
	Iteration 4Q: 3 clusters Score -451062.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -451096.125000 Penalty: 4065.706055
	Iteration 5Q: 3 clusters Score -451096.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -451127.375000 Penalty: 4065.706055
	Iteration 6Q: 3 clusters Score -451127.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -451152.218750 Penalty: 4065.706055
	Iteration 7Q: 3 clusters Score -451152.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -451170.937500 Penalty: 4065.706055
	Iteration 8Q: 3 clusters Score -451170.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -451182.843750 Penalty: 4065.706055
	Iteration 9Q: 3 clusters Score -451182.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -451189.750000 Penalty: 4065.706055
	Iteration 10Q: 3 clusters Score -451189.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -451192.937500 Penalty: 4065.706055
	Iteration 11Q: 3 clusters Score -451192.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -451198.750000 Penalty: 4065.706055
	Iteration 12Q: 3 clusters Score -451198.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -451203.125000 Penalty: 4065.706055
	Iteration 13Q: 3 clusters Score -451203.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -451209.437500 Penalty: 4065.706055
	Iteration 14Q: 3 clusters Score -451209.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -451213.000000 Penalty: 4065.706055
	Iteration 15Q: 3 clusters Score -451213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -451214.343750 Penalty: 4065.706055
	Iteration 16Q: 3 clusters Score -451214.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -451216.000000 Penalty: 4065.706055
	Iteration 17Q: 3 clusters Score -451216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -451216.781250 Penalty: 4065.706055
	Iteration 18Q: 3 clusters Score -451216.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -451218.656250 Penalty: 4065.706055
	Iteration 19Q: 3 clusters Score -451218.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -451221.125000 Penalty: 4065.706055
	Iteration 20F: 3 clusters Score -451221.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -451223.843750 Penalty: 4065.706055
	Iteration 21Q: 3 clusters Score -451223.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -451226.156250 Penalty: 4065.706055
	Iteration 22Q: 3 clusters Score -451226.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -451227.281250 Penalty: 4065.706055
	Iteration 23Q: 3 clusters Score -451227.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -451228.687500 Penalty: 4065.706055
	Iteration 24Q: 3 clusters Score -451228.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -451231.500000 Penalty: 4065.706055
	Iteration 25Q: 3 clusters Score -451231.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -451232.156250 Penalty: 4065.706055
	Iteration 26Q: 3 clusters Score -451232.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -451232.718750 Penalty: 4065.706055
	Iteration 27Q: 3 clusters Score -451232.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -451233.781250 Penalty: 4065.706055
	Iteration 28Q: 3 clusters Score -451233.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -451233.781250 Penalty: 4065.706055
	Iteration 29F: 3 clusters Score -451233.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Entering Unmasked Estep 
Score: -3422189.250000 Penalty: 2541.819824
	Iteration 0F: 2 clusters Score -3422189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -3402790.750000 Penalty: 5083.639648
	Iteration 0F: 3 clusters Score -3402791 nChanged 12767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -3410127.500000 Penalty: 5083.639648
	Iteration 1F: 3 clusters Score -3410128 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -3410877.000000 Penalty: 5083.639648
	Iteration 2F: 3 clusters Score -3410877 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -3411549.250000 Penalty: 5083.639648
	Iteration 3F: 3 clusters Score -3411549 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -3412229.250000 Penalty: 5083.639648
	Iteration 4F: 3 clusters Score -3412229 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -3413011.500000 Penalty: 5083.639648
	Iteration 5F: 3 clusters Score -3413012 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -3413920.000000 Penalty: 5083.639648
	Iteration 6F: 3 clusters Score -3413920 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -3415029.750000 Penalty: 5083.639648
	Iteration 7F: 3 clusters Score -3415030 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -3416220.250000 Penalty: 5083.639648
	Iteration 8F: 3 clusters Score -3416220 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -3417375.000000 Penalty: 5083.639648
	Iteration 9F: 3 clusters Score -3417375 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -3418424.750000 Penalty: 5083.639648
	Iteration 10Q: 3 clusters Score -3418425 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3419333.500000 Penalty: 5083.639648
	Iteration 11Q: 3 clusters Score -3419334 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3419919.500000 Penalty: 5083.639648
	Iteration 12Q: 3 clusters Score -3419920 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3420281.500000 Penalty: 5083.639648
	Iteration 13Q: 3 clusters Score -3420282 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3420530.750000 Penalty: 5083.639648
	Iteration 14Q: 3 clusters Score -3420531 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3420695.250000 Penalty: 5083.639648
	Iteration 15Q: 3 clusters Score -3420695 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3420894.750000 Penalty: 5083.639648
	Iteration 16Q: 3 clusters Score -3420895 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3421038.750000 Penalty: 5083.639648
	Iteration 17Q: 3 clusters Score -3421039 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3421075.000000 Penalty: 5083.639648
	Iteration 18Q: 3 clusters Score -3421075 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3421096.250000 Penalty: 5083.639648
	Iteration 19Q: 3 clusters Score -3421096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3421101.250000 Penalty: 5083.639648
	Iteration 20F: 3 clusters Score -3421101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3421104.750000 Penalty: 5083.639648
	Iteration 21Q: 3 clusters Score -3421105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3421111.250000 Penalty: 5083.639648
	Iteration 22Q: 3 clusters Score -3421111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3421111.000000 Penalty: 5083.639648
	Iteration 23Q: 3 clusters Score -3421111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3421112.750000 Penalty: 5083.639648
	Iteration 24Q: 3 clusters Score -3421113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3421112.750000 Penalty: 5083.639648
	Iteration 25F: 3 clusters Score -3421113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Entering Unmasked Estep 
Score: -704262.187500 Penalty: 2169.185791
	Iteration 0F: 2 clusters Score -704262.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -698936.437500 Penalty: 4338.371582
	Iteration 0F: 3 clusters Score -698936.4 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -700390.625000 Penalty: 4338.371582
	Iteration 1F: 3 clusters Score -700390.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -700800.000000 Penalty: 4338.371582
	Iteration 2F: 3 clusters Score -700800 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -701261.500000 Penalty: 4338.371582
	Iteration 3F: 3 clusters Score -701261.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -701665.062500 Penalty: 4338.371582
	Iteration 4F: 3 clusters Score -701665.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -701922.437500 Penalty: 4338.371582
	Iteration 5F: 3 clusters Score -701922.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -702090.625000 Penalty: 4338.371582
	Iteration 6Q: 3 clusters Score -702090.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -702202.812500 Penalty: 4338.371582
	Iteration 7Q: 3 clusters Score -702202.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -702277.687500 Penalty: 4338.371582
	Iteration 8Q: 3 clusters Score -702277.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -702340.000000 Penalty: 4338.371582
	Iteration 9Q: 3 clusters Score -702340 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -702376.750000 Penalty: 4338.371582
	Iteration 10Q: 3 clusters Score -702376.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -702410.312500 Penalty: 4338.371582
	Iteration 11Q: 3 clusters Score -702410.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -702429.187500 Penalty: 4338.371582
	Iteration 12Q: 3 clusters Score -702429.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -702446.625000 Penalty: 4338.371582
	Iteration 13Q: 3 clusters Score -702446.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -702460.500000 Penalty: 4338.371582
	Iteration 14Q: 3 clusters Score -702460.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -702476.437500 Penalty: 4338.371582
	Iteration 15Q: 3 clusters Score -702476.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -702484.187500 Penalty: 4338.371582
	Iteration 16Q: 3 clusters Score -702484.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -702497.937500 Penalty: 4338.371582
	Iteration 17Q: 3 clusters Score -702497.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -702502.812500 Penalty: 4338.371582
	Iteration 18Q: 3 clusters Score -702502.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -702511.250000 Penalty: 4338.371582
	Iteration 19Q: 3 clusters Score -702511.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -702516.500000 Penalty: 4338.371582
	Iteration 20F: 3 clusters Score -702516.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -702520.500000 Penalty: 4338.371582
	Iteration 21Q: 3 clusters Score -702520.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -702528.687500 Penalty: 4338.371582
	Iteration 22Q: 3 clusters Score -702528.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -702533.812500 Penalty: 4338.371582
	Iteration 23Q: 3 clusters Score -702533.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -702540.312500 Penalty: 4338.371582
	Iteration 24Q: 3 clusters Score -702540.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -702551.062500 Penalty: 4338.371582
	Iteration 25Q: 3 clusters Score -702551.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -702559.500000 Penalty: 4338.371582
	Iteration 26Q: 3 clusters Score -702559.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -702567.875000 Penalty: 4338.371582
	Iteration 27Q: 3 clusters Score -702567.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -702575.125000 Penalty: 4338.371582
	Iteration 28Q: 3 clusters Score -702575.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -702578.937500 Penalty: 4338.371582
	Iteration 29Q: 3 clusters Score -702578.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -702583.062500 Penalty: 4338.371582
	Iteration 30Q: 3 clusters Score -702583.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -702588.625000 Penalty: 4338.371582
	Iteration 31Q: 3 clusters Score -702588.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -702589.375000 Penalty: 4338.371582
	Iteration 32Q: 3 clusters Score -702589.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -702589.375000 Penalty: 4338.371582
	Iteration 33Q: 3 clusters Score -702589.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -702593.937500 Penalty: 4338.371582
	Iteration 34Q: 3 clusters Score -702593.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -702596.125000 Penalty: 4338.371582
	Iteration 35Q: 3 clusters Score -702596.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -702600.500000 Penalty: 4338.371582
	Iteration 36Q: 3 clusters Score -702600.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -702604.437500 Penalty: 4338.371582
	Iteration 37Q: 3 clusters Score -702604.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -702607.500000 Penalty: 4338.371582
	Iteration 38Q: 3 clusters Score -702607.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -702612.937500 Penalty: 4338.371582
	Iteration 39Q: 3 clusters Score -702612.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -702615.625000 Penalty: 4338.371582
	Iteration 40F: 3 clusters Score -702615.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -702620.875000 Penalty: 4338.371582
	Iteration 41Q: 3 clusters Score -702620.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -702630.375000 Penalty: 4338.371582
	Iteration 42Q: 3 clusters Score -702630.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -702639.500000 Penalty: 4338.371582
	Iteration 43Q: 3 clusters Score -702639.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -702647.125000 Penalty: 4338.371582
	Iteration 44Q: 3 clusters Score -702647.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -702654.250000 Penalty: 4338.371582
	Iteration 45Q: 3 clusters Score -702654.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -702661.250000 Penalty: 4338.371582
	Iteration 46Q: 3 clusters Score -702661.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -702668.875000 Penalty: 4338.371582
	Iteration 47Q: 3 clusters Score -702668.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -702679.000000 Penalty: 4338.371582
	Iteration 48Q: 3 clusters Score -702679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -702687.750000 Penalty: 4338.371582
	Iteration 49Q: 3 clusters Score -702687.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -702696.250000 Penalty: 4338.371582
	Iteration 50Q: 3 clusters Score -702696.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -702705.812500 Penalty: 4338.371582
	Iteration 51Q: 3 clusters Score -702705.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -702714.250000 Penalty: 4338.371582
	Iteration 52Q: 3 clusters Score -702714.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -702720.375000 Penalty: 4338.371582
	Iteration 53Q: 3 clusters Score -702720.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -702726.375000 Penalty: 4338.371582
	Iteration 54Q: 3 clusters Score -702726.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -702732.437500 Penalty: 4338.371582
	Iteration 55Q: 3 clusters Score -702732.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -702739.062500 Penalty: 4338.371582
	Iteration 56Q: 3 clusters Score -702739.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -702744.437500 Penalty: 4338.371582
	Iteration 57Q: 3 clusters Score -702744.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -702749.062500 Penalty: 4338.371582
	Iteration 58Q: 3 clusters Score -702749.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -702754.500000 Penalty: 4338.371582
	Iteration 59Q: 3 clusters Score -702754.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -702757.562500 Penalty: 4338.371582
	Iteration 60F: 3 clusters Score -702757.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -702758.125000 Penalty: 4338.371582
	Iteration 61Q: 3 clusters Score -702758.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -702760.437500 Penalty: 4338.371582
	Iteration 62Q: 3 clusters Score -702760.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -702762.062500 Penalty: 4338.371582
	Iteration 63Q: 3 clusters Score -702762.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -702763.562500 Penalty: 4338.371582
	Iteration 64Q: 3 clusters Score -702763.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -702763.812500 Penalty: 4338.371582
	Iteration 65Q: 3 clusters Score -702763.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -702765.937500 Penalty: 4338.371582
	Iteration 66Q: 3 clusters Score -702765.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -702766.062500 Penalty: 4338.371582
	Iteration 67Q: 3 clusters Score -702766.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -702768.375000 Penalty: 4338.371582
	Iteration 68Q: 3 clusters Score -702768.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -702767.625000 Penalty: 4338.371582
	Iteration 69Q: 3 clusters Score -702767.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -702771.187500 Penalty: 4338.371582
	Iteration 70Q: 3 clusters Score -702771.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -702772.687500 Penalty: 4338.371582
	Iteration 71Q: 3 clusters Score -702772.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -702774.937500 Penalty: 4338.371582
	Iteration 72Q: 3 clusters Score -702774.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -702780.625000 Penalty: 4338.371582
	Iteration 73Q: 3 clusters Score -702780.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -702781.562500 Penalty: 4338.371582
	Iteration 74Q: 3 clusters Score -702781.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -702784.625000 Penalty: 4338.371582
	Iteration 75Q: 3 clusters Score -702784.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -702787.375000 Penalty: 4338.371582
	Iteration 76Q: 3 clusters Score -702787.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -702788.500000 Penalty: 4338.371582
	Iteration 77Q: 3 clusters Score -702788.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -702790.125000 Penalty: 4338.371582
	Iteration 78Q: 3 clusters Score -702790.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -702791.625000 Penalty: 4338.371582
	Iteration 79Q: 3 clusters Score -702791.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -702796.125000 Penalty: 4338.371582
	Iteration 80F: 3 clusters Score -702796.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -702799.875000 Penalty: 4338.371582
	Iteration 81Q: 3 clusters Score -702799.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -702802.187500 Penalty: 4338.371582
	Iteration 82Q: 3 clusters Score -702802.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -702806.125000 Penalty: 4338.371582
	Iteration 83Q: 3 clusters Score -702806.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -702810.437500 Penalty: 4338.371582
	Iteration 84Q: 3 clusters Score -702810.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -702812.750000 Penalty: 4338.371582
	Iteration 85Q: 3 clusters Score -702812.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -702815.562500 Penalty: 4338.371582
	Iteration 86Q: 3 clusters Score -702815.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -702817.750000 Penalty: 4338.371582
	Iteration 87Q: 3 clusters Score -702817.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -702819.187500 Penalty: 4338.371582
	Iteration 88Q: 3 clusters Score -702819.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -702821.562500 Penalty: 4338.371582
	Iteration 89Q: 3 clusters Score -702821.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -702822.750000 Penalty: 4338.371582
	Iteration 90Q: 3 clusters Score -702822.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -702826.750000 Penalty: 4338.371582
	Iteration 91Q: 3 clusters Score -702826.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -702831.562500 Penalty: 4338.371582
	Iteration 92Q: 3 clusters Score -702831.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -702834.625000 Penalty: 4338.371582
	Iteration 93Q: 3 clusters Score -702834.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -702836.125000 Penalty: 4338.371582
	Iteration 94Q: 3 clusters Score -702836.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -702838.312500 Penalty: 4338.371582
	Iteration 95Q: 3 clusters Score -702838.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -702839.562500 Penalty: 4338.371582
	Iteration 96Q: 3 clusters Score -702839.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -702839.750000 Penalty: 4338.371582
	Iteration 97Q: 3 clusters Score -702839.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -702840.625000 Penalty: 4338.371582
	Iteration 98Q: 3 clusters Score -702840.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -702841.062500 Penalty: 4338.371582
	Iteration 99Q: 3 clusters Score -702841.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -702841.437500 Penalty: 4338.371582
	Iteration 100F: 3 clusters Score -702841.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -702844.500000 Penalty: 4338.371582
	Iteration 101Q: 3 clusters Score -702844.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -702846.812500 Penalty: 4338.371582
	Iteration 102Q: 3 clusters Score -702846.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -702849.437500 Penalty: 4338.371582
	Iteration 103Q: 3 clusters Score -702849.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -702853.812500 Penalty: 4338.371582
	Iteration 104Q: 3 clusters Score -702853.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -702856.437500 Penalty: 4338.371582
	Iteration 105Q: 3 clusters Score -702856.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -702861.062500 Penalty: 4338.371582
	Iteration 106Q: 3 clusters Score -702861.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -702863.000000 Penalty: 4338.371582
	Iteration 107Q: 3 clusters Score -702863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -702866.562500 Penalty: 4338.371582
	Iteration 108Q: 3 clusters Score -702866.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -702874.625000 Penalty: 4338.371582
	Iteration 109Q: 3 clusters Score -702874.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -702879.000000 Penalty: 4338.371582
	Iteration 110Q: 3 clusters Score -702879 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -702890.562500 Penalty: 4338.371582
	Iteration 111Q: 3 clusters Score -702890.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -702903.125000 Penalty: 4338.371582
	Iteration 112Q: 3 clusters Score -702903.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -702914.437500 Penalty: 4338.371582
	Iteration 113Q: 3 clusters Score -702914.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -702934.125000 Penalty: 4338.371582
	Iteration 114Q: 3 clusters Score -702934.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -702947.312500 Penalty: 4338.371582
	Iteration 115Q: 3 clusters Score -702947.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -702965.437500 Penalty: 4338.371582
	Iteration 116Q: 3 clusters Score -702965.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -702982.312500 Penalty: 4338.371582
	Iteration 117Q: 3 clusters Score -702982.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -703007.750000 Penalty: 4338.371582
	Iteration 118Q: 3 clusters Score -703007.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -703030.125000 Penalty: 4338.371582
	Iteration 119Q: 3 clusters Score -703030.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -703060.187500 Penalty: 4338.371582
	Iteration 120F: 3 clusters Score -703060.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -703096.000000 Penalty: 4338.371582
	Iteration 121Q: 3 clusters Score -703096 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -703128.250000 Penalty: 4338.371582
	Iteration 122Q: 3 clusters Score -703128.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -703170.812500 Penalty: 4338.371582
	Iteration 123Q: 3 clusters Score -703170.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -703223.437500 Penalty: 4338.371582
	Iteration 124Q: 3 clusters Score -703223.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -703272.562500 Penalty: 4338.371582
	Iteration 125Q: 3 clusters Score -703272.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -703338.937500 Penalty: 4338.371582
	Iteration 126Q: 3 clusters Score -703338.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -703409.187500 Penalty: 4338.371582
	Iteration 127Q: 3 clusters Score -703409.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -703465.375000 Penalty: 4338.371582
	Iteration 128Q: 3 clusters Score -703465.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -703520.562500 Penalty: 4338.371582
	Iteration 129Q: 3 clusters Score -703520.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -703592.312500 Penalty: 4338.371582
	Iteration 130Q: 3 clusters Score -703592.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -703657.750000 Penalty: 4338.371582
	Iteration 131Q: 3 clusters Score -703657.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -703736.562500 Penalty: 4338.371582
	Iteration 132Q: 3 clusters Score -703736.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -703819.812500 Penalty: 4338.371582
	Iteration 133Q: 3 clusters Score -703819.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -703920.125000 Penalty: 4338.371582
	Iteration 134Q: 3 clusters Score -703920.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -704019.000000 Penalty: 4338.371582
	Iteration 135Q: 3 clusters Score -704019 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -704116.875000 Penalty: 4338.371582
	Iteration 136Q: 3 clusters Score -704116.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -704166.437500 Penalty: 4338.371582
	Iteration 137Q: 3 clusters Score -704166.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -704180.750000 Penalty: 4338.371582
	Iteration 138Q: 3 clusters Score -704180.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -704193.750000 Penalty: 4338.371582
	Iteration 139Q: 3 clusters Score -704193.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -704198.812500 Penalty: 4338.371582
	Iteration 140F: 3 clusters Score -704198.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -704200.812500 Penalty: 4338.371582
	Iteration 141Q: 3 clusters Score -704200.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -704200.812500 Penalty: 4338.371582
	Iteration 142F: 3 clusters Score -704200.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Entering Unmasked Estep 
Score: -253196.375000 Penalty: 1918.820679
	Iteration 0F: 2 clusters Score -253196.4 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 1108 members 
Entering Unmasked Estep 
Score: -250403.578125 Penalty: 3837.641357
	Iteration 0F: 3 clusters Score -250403.6 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -251098.156250 Penalty: 3837.641357
	Iteration 1F: 3 clusters Score -251098.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -251650.093750 Penalty: 3837.641357
	Iteration 2F: 3 clusters Score -251650.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -252432.906250 Penalty: 3837.641357
	Iteration 3F: 3 clusters Score -252432.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -252894.515625 Penalty: 3837.641357
	Iteration 4F: 3 clusters Score -252894.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -253340.968750 Penalty: 3837.641357
	Iteration 5F: 3 clusters Score -253341 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -253907.328125 Penalty: 3837.641357
	Iteration 6F: 3 clusters Score -253907.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -254339.546875 Penalty: 3837.641357
	Iteration 7Q: 3 clusters Score -254339.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -254580.218750 Penalty: 3837.641357
	Iteration 8Q: 3 clusters Score -254580.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -254604.125000 Penalty: 3837.641357
	Iteration 9Q: 3 clusters Score -254604.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -254614.609375 Penalty: 3837.641357
	Iteration 10Q: 3 clusters Score -254614.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -254620.187500 Penalty: 3837.641357
	Iteration 11Q: 3 clusters Score -254620.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -254626.156250 Penalty: 3837.641357
	Iteration 12Q: 3 clusters Score -254626.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -254629.921875 Penalty: 3837.641357
	Iteration 13Q: 3 clusters Score -254629.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -254633.640625 Penalty: 3837.641357
	Iteration 14Q: 3 clusters Score -254633.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -254634.390625 Penalty: 3837.641357
	Iteration 15Q: 3 clusters Score -254634.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -254636.750000 Penalty: 3837.641357
	Iteration 16Q: 3 clusters Score -254636.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -254639.781250 Penalty: 3837.641357
	Iteration 17Q: 3 clusters Score -254639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -254640.656250 Penalty: 3837.641357
	Iteration 18Q: 3 clusters Score -254640.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -254641.468750 Penalty: 3837.641357
	Iteration 19Q: 3 clusters Score -254641.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -254642.390625 Penalty: 3837.641357
	Iteration 20F: 3 clusters Score -254642.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -254645.312500 Penalty: 3837.641357
	Iteration 21Q: 3 clusters Score -254645.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -254646.437500 Penalty: 3837.641357
	Iteration 22Q: 3 clusters Score -254646.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -254648.859375 Penalty: 3837.641357
	Iteration 23Q: 3 clusters Score -254648.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -254649.906250 Penalty: 3837.641357
	Iteration 24Q: 3 clusters Score -254649.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -254652.437500 Penalty: 3837.641357
	Iteration 25Q: 3 clusters Score -254652.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -254652.437500 Penalty: 3837.641357
	Iteration 26F: 3 clusters Score -254652.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 219770 members 
Mstep: Class 3 contains 61838 members 
Mstep: Class 4 contains 21713 members 
Mstep: Class 5 contains 5341 members 
Mstep: Class 6 contains 845 members 
Mstep: Class 7 contains 38389 members 
Mstep: Class 8 contains 7351 members 
Mstep: Class 9 contains 2689 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 1594 members 
Mstep: Class 12 contains 3630 members 
Mstep: Class 14 contains 28262 members 
Mstep: Class 15 contains 6290 members 
Mstep: Class 16 contains 1447 members 
Mstep: Class 17 contains 53280 members 
Mstep: Class 18 contains 14506 members 
Mstep: Class 19 contains 178195 members 
Mstep: Class 20 contains 35553 members 
Entering Unmasked Estep 
Score: -80015568.000000 Penalty: 63304.132812
Splitting cluster 16 changes total score from -80013664.000000 to -80015568.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 17 (53280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Entering Unmasked Estep 
Score: -6208571.500000 Penalty: 2699.062500
	Iteration 0F: 2 clusters Score -6208572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -6172766.000000 Penalty: 5398.125000
	Iteration 0F: 3 clusters Score -6172766 nChanged 24756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -6186462.000000 Penalty: 5398.125000
	Iteration 1F: 3 clusters Score -6186462 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -6187386.000000 Penalty: 5398.125000
	Iteration 2Q: 3 clusters Score -6187386 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -6188662.000000 Penalty: 5398.125000
	Iteration 3Q: 3 clusters Score -6188662 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -6190570.000000 Penalty: 5398.125000
	Iteration 4F: 3 clusters Score -6190570 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -6193273.500000 Penalty: 5398.125000
	Iteration 5F: 3 clusters Score -6193274 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -6196349.000000 Penalty: 5398.125000
	Iteration 6F: 3 clusters Score -6196349 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -6199221.000000 Penalty: 5398.125000
	Iteration 7F: 3 clusters Score -6199221 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -6201552.000000 Penalty: 5398.125000
	Iteration 8F: 3 clusters Score -6201552 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -6203570.500000 Penalty: 5398.125000
	Iteration 9Q: 3 clusters Score -6203570 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -6205889.000000 Penalty: 5398.125000
	Iteration 10Q: 3 clusters Score -6205889 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -6207210.000000 Penalty: 5398.125000
	Iteration 11Q: 3 clusters Score -6207210 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -6207566.500000 Penalty: 5398.125000
	Iteration 12Q: 3 clusters Score -6207566 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -6207710.000000 Penalty: 5398.125000
	Iteration 13Q: 3 clusters Score -6207710 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -6207787.000000 Penalty: 5398.125000
	Iteration 14Q: 3 clusters Score -6207787 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -6207840.000000 Penalty: 5398.125000
	Iteration 15Q: 3 clusters Score -6207840 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -6207881.000000 Penalty: 5398.125000
	Iteration 16Q: 3 clusters Score -6207881 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -6207884.500000 Penalty: 5398.125000
	Iteration 17Q: 3 clusters Score -6207884 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48948 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -6207921.000000 Penalty: 5398.125000
	Iteration 18Q: 3 clusters Score -6207921 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -6207944.500000 Penalty: 5398.125000
	Iteration 19Q: 3 clusters Score -6207944 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -6207968.500000 Penalty: 5398.125000
	Iteration 20F: 3 clusters Score -6207968 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -6207972.000000 Penalty: 5398.125000
	Iteration 21Q: 3 clusters Score -6207972 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -6207971.000000 Penalty: 5398.125000
	Iteration 22Q: 3 clusters Score -6207971 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49293 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -6207983.500000 Penalty: 5398.125000
	Iteration 23Q: 3 clusters Score -6207984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -6207992.000000 Penalty: 5398.125000
	Iteration 24Q: 3 clusters Score -6207992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -6208002.500000 Penalty: 5398.125000
	Iteration 25Q: 3 clusters Score -6208002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -6207994.500000 Penalty: 5398.125000
	Iteration 26Q: 3 clusters Score -6207994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -6207996.000000 Penalty: 5398.125000
	Iteration 27Q: 3 clusters Score -6207996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -6207991.500000 Penalty: 5398.125000
	Iteration 28Q: 3 clusters Score -6207992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49412 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -6207995.500000 Penalty: 5398.125000
	Iteration 29Q: 3 clusters Score -6207996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -6207993.500000 Penalty: 5398.125000
	Iteration 30Q: 3 clusters Score -6207994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -6207997.500000 Penalty: 5398.125000
	Iteration 31Q: 3 clusters Score -6207998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -6207995.000000 Penalty: 5398.125000
	Iteration 32Q: 3 clusters Score -6207995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -6207994.500000 Penalty: 5398.125000
	Iteration 33Q: 3 clusters Score -6207994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -6207998.000000 Penalty: 5398.125000
	Iteration 34Q: 3 clusters Score -6207998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -6207996.000000 Penalty: 5398.125000
	Iteration 35Q: 3 clusters Score -6207996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -6207987.500000 Penalty: 5398.125000
	Iteration 36Q: 3 clusters Score -6207988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -6207991.000000 Penalty: 5398.125000
	Iteration 37Q: 3 clusters Score -6207991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49449 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -6207988.000000 Penalty: 5398.125000
	Iteration 38Q: 3 clusters Score -6207988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49454 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -6207993.000000 Penalty: 5398.125000
	Iteration 39Q: 3 clusters Score -6207993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -6207992.500000 Penalty: 5398.125000
	Iteration 40F: 3 clusters Score -6207992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -6207993.500000 Penalty: 5398.125000
	Iteration 41Q: 3 clusters Score -6207994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -6207992.000000 Penalty: 5398.125000
	Iteration 42Q: 3 clusters Score -6207992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -6207995.000000 Penalty: 5398.125000
	Iteration 43Q: 3 clusters Score -6207995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -6207995.000000 Penalty: 5398.125000
	Iteration 44F: 3 clusters Score -6207995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Entering Unmasked Estep 
Score: -1740221.750000 Penalty: 2376.414795
	Iteration 0F: 2 clusters Score -1740222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1729688.500000 Penalty: 4752.829590
	Iteration 0F: 3 clusters Score -1729688 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1733094.375000 Penalty: 4752.829590
	Iteration 1F: 3 clusters Score -1733094 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1733550.750000 Penalty: 4752.829590
	Iteration 2F: 3 clusters Score -1733551 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1734010.250000 Penalty: 4752.829590
	Iteration 3F: 3 clusters Score -1734010 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1734500.875000 Penalty: 4752.829590
	Iteration 4F: 3 clusters Score -1734501 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1735150.125000 Penalty: 4752.829590
	Iteration 5F: 3 clusters Score -1735150 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1735940.875000 Penalty: 4752.829590
	Iteration 6F: 3 clusters Score -1735941 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1736710.750000 Penalty: 4752.829590
	Iteration 7F: 3 clusters Score -1736711 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1737348.625000 Penalty: 4752.829590
	Iteration 8F: 3 clusters Score -1737349 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1737852.750000 Penalty: 4752.829590
	Iteration 9Q: 3 clusters Score -1737853 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1738234.000000 Penalty: 4752.829590
	Iteration 10Q: 3 clusters Score -1738234 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1738517.500000 Penalty: 4752.829590
	Iteration 11Q: 3 clusters Score -1738518 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1738723.500000 Penalty: 4752.829590
	Iteration 12Q: 3 clusters Score -1738724 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1738832.625000 Penalty: 4752.829590
	Iteration 13Q: 3 clusters Score -1738833 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1738903.125000 Penalty: 4752.829590
	Iteration 14Q: 3 clusters Score -1738903 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1738958.875000 Penalty: 4752.829590
	Iteration 15Q: 3 clusters Score -1738959 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1739007.375000 Penalty: 4752.829590
	Iteration 16Q: 3 clusters Score -1739007 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1739031.375000 Penalty: 4752.829590
	Iteration 17Q: 3 clusters Score -1739031 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1739055.750000 Penalty: 4752.829590
	Iteration 18Q: 3 clusters Score -1739056 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1739072.125000 Penalty: 4752.829590
	Iteration 19Q: 3 clusters Score -1739072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1739078.875000 Penalty: 4752.829590
	Iteration 20F: 3 clusters Score -1739079 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1739091.375000 Penalty: 4752.829590
	Iteration 21Q: 3 clusters Score -1739091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1739093.875000 Penalty: 4752.829590
	Iteration 22Q: 3 clusters Score -1739094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1739097.250000 Penalty: 4752.829590
	Iteration 23Q: 3 clusters Score -1739097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1739107.125000 Penalty: 4752.829590
	Iteration 24Q: 3 clusters Score -1739107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1739117.000000 Penalty: 4752.829590
	Iteration 25Q: 3 clusters Score -1739117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1739116.125000 Penalty: 4752.829590
	Iteration 26Q: 3 clusters Score -1739116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1739116.375000 Penalty: 4752.829590
	Iteration 27Q: 3 clusters Score -1739116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1739124.625000 Penalty: 4752.829590
	Iteration 28Q: 3 clusters Score -1739125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1739124.125000 Penalty: 4752.829590
	Iteration 29Q: 3 clusters Score -1739124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1739125.125000 Penalty: 4752.829590
	Iteration 30Q: 3 clusters Score -1739125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1739127.250000 Penalty: 4752.829590
	Iteration 31Q: 3 clusters Score -1739127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1739129.500000 Penalty: 4752.829590
	Iteration 32Q: 3 clusters Score -1739130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1739129.500000 Penalty: 4752.829590
	Iteration 33F: 3 clusters Score -1739130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (178195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178195 members 
Entering Unmasked Estep 
Score: -21202374.000000 Penalty: 2998.477051
	Iteration 0F: 2 clusters Score -2.120237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89221 members 
Mstep: Class 2 contains 88974 members 
Entering Unmasked Estep 
Score: -21089162.000000 Penalty: 5996.954102
	Iteration 0F: 3 clusters Score -2.108916e+07 nChanged 85509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92198 members 
Mstep: Class 2 contains 85997 members 
Entering Unmasked Estep 
Score: -21139786.000000 Penalty: 5996.954102
	Iteration 1F: 3 clusters Score -2.113979e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94503 members 
Mstep: Class 2 contains 83692 members 
Entering Unmasked Estep 
Score: -21142840.000000 Penalty: 5996.954102
	Iteration 2Q: 3 clusters Score -2.114284e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98121 members 
Mstep: Class 2 contains 80074 members 
Entering Unmasked Estep 
Score: -21147362.000000 Penalty: 5996.954102
	Iteration 3Q: 3 clusters Score -2.114736e+07 nChanged 10731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103504 members 
Mstep: Class 2 contains 74691 members 
Entering Unmasked Estep 
Score: -21153828.000000 Penalty: 5996.954102
	Iteration 4F: 3 clusters Score -2.115383e+07 nChanged 12709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111235 members 
Mstep: Class 2 contains 66960 members 
Entering Unmasked Estep 
Score: -21162600.000000 Penalty: 5996.954102
	Iteration 5F: 3 clusters Score -2.11626e+07 nChanged 13447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120436 members 
Mstep: Class 2 contains 57759 members 
Entering Unmasked Estep 
Score: -21173860.000000 Penalty: 5996.954102
	Iteration 6F: 3 clusters Score -2.117386e+07 nChanged 12556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129366 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -21185686.000000 Penalty: 5996.954102
	Iteration 7F: 3 clusters Score -2.118569e+07 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135823 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -21193518.000000 Penalty: 5996.954102
	Iteration 8F: 3 clusters Score -2.119352e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140204 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -21196722.000000 Penalty: 5996.954102
	Iteration 9Q: 3 clusters Score -2.119672e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143742 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -21198398.000000 Penalty: 5996.954102
	Iteration 10Q: 3 clusters Score -2.11984e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146937 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -21199366.000000 Penalty: 5996.954102
	Iteration 11Q: 3 clusters Score -2.119937e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149885 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -21200232.000000 Penalty: 5996.954102
	Iteration 12Q: 3 clusters Score -2.120023e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152787 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -21200952.000000 Penalty: 5996.954102
	Iteration 13Q: 3 clusters Score -2.120095e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155572 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -21201488.000000 Penalty: 5996.954102
	Iteration 14Q: 3 clusters Score -2.120149e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158101 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -21201676.000000 Penalty: 5996.954102
	Iteration 15Q: 3 clusters Score -2.120168e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160472 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -21201790.000000 Penalty: 5996.954102
	Iteration 16Q: 3 clusters Score -2.120179e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162580 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -21201974.000000 Penalty: 5996.954102
	Iteration 17Q: 3 clusters Score -2.120197e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164487 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -21202190.000000 Penalty: 5996.954102
	Iteration 18Q: 3 clusters Score -2.120219e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166144 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -21202392.000000 Penalty: 5996.954102
	Iteration 19Q: 3 clusters Score -2.120239e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167608 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -21202492.000000 Penalty: 5996.954102
	Iteration 20F: 3 clusters Score -2.120249e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168873 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -21202558.000000 Penalty: 5996.954102
	Iteration 21Q: 3 clusters Score -2.120256e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169940 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -21202638.000000 Penalty: 5996.954102
	Iteration 22Q: 3 clusters Score -2.120264e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170833 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -21202564.000000 Penalty: 5996.954102
	Iteration 23Q: 3 clusters Score -2.120256e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171590 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -21202536.000000 Penalty: 5996.954102
	Iteration 24Q: 3 clusters Score -2.120254e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172228 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -21202550.000000 Penalty: 5996.954102
	Iteration 25Q: 3 clusters Score -2.120255e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172800 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -21202528.000000 Penalty: 5996.954102
	Iteration 26Q: 3 clusters Score -2.120253e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173285 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -21202530.000000 Penalty: 5996.954102
	Iteration 27Q: 3 clusters Score -2.120253e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173678 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -21202414.000000 Penalty: 5996.954102
	Iteration 28Q: 3 clusters Score -2.120241e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173995 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -21202432.000000 Penalty: 5996.954102
	Iteration 29Q: 3 clusters Score -2.120243e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174271 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -21202388.000000 Penalty: 5996.954102
	Iteration 30Q: 3 clusters Score -2.120239e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174505 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -21202384.000000 Penalty: 5996.954102
	Iteration 31Q: 3 clusters Score -2.120238e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174695 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -21202408.000000 Penalty: 5996.954102
	Iteration 32Q: 3 clusters Score -2.120241e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174863 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -21202408.000000 Penalty: 5996.954102
	Iteration 33Q: 3 clusters Score -2.120241e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174979 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -21202380.000000 Penalty: 5996.954102
	Iteration 34Q: 3 clusters Score -2.120238e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175086 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -21202336.000000 Penalty: 5996.954102
	Iteration 35Q: 3 clusters Score -2.120234e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175171 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -21202346.000000 Penalty: 5996.954102
	Iteration 36Q: 3 clusters Score -2.120235e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175256 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -21202290.000000 Penalty: 5996.954102
	Iteration 37Q: 3 clusters Score -2.120229e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175329 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -21202230.000000 Penalty: 5996.954102
	Iteration 38Q: 3 clusters Score -2.120223e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175383 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -21202192.000000 Penalty: 5996.954102
	Iteration 39Q: 3 clusters Score -2.120219e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175434 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -21202158.000000 Penalty: 5996.954102
	Iteration 40F: 3 clusters Score -2.120216e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175463 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -21202186.000000 Penalty: 5996.954102
	Iteration 41Q: 3 clusters Score -2.120219e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175494 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -21202184.000000 Penalty: 5996.954102
	Iteration 42Q: 3 clusters Score -2.120218e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175531 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -21202134.000000 Penalty: 5996.954102
	Iteration 43Q: 3 clusters Score -2.120213e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175560 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -21202124.000000 Penalty: 5996.954102
	Iteration 44Q: 3 clusters Score -2.120212e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175582 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -21202130.000000 Penalty: 5996.954102
	Iteration 45Q: 3 clusters Score -2.120213e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175597 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -21202098.000000 Penalty: 5996.954102
	Iteration 46Q: 3 clusters Score -2.12021e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175609 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -21202082.000000 Penalty: 5996.954102
	Iteration 47Q: 3 clusters Score -2.120208e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175623 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -21202094.000000 Penalty: 5996.954102
	Iteration 48Q: 3 clusters Score -2.120209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175638 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -21202092.000000 Penalty: 5996.954102
	Iteration 49Q: 3 clusters Score -2.120209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175643 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -21202090.000000 Penalty: 5996.954102
	Iteration 50Q: 3 clusters Score -2.120209e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175651 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -21202088.000000 Penalty: 5996.954102
	Iteration 51Q: 3 clusters Score -2.120209e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175655 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -21202106.000000 Penalty: 5996.954102
	Iteration 52Q: 3 clusters Score -2.120211e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175663 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -21202088.000000 Penalty: 5996.954102
	Iteration 53Q: 3 clusters Score -2.120209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175668 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -21202084.000000 Penalty: 5996.954102
	Iteration 54Q: 3 clusters Score -2.120208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175674 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -21202090.000000 Penalty: 5996.954102
	Iteration 55Q: 3 clusters Score -2.120209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175677 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -21202084.000000 Penalty: 5996.954102
	Iteration 56Q: 3 clusters Score -2.120208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175683 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -21202088.000000 Penalty: 5996.954102
	Iteration 57Q: 3 clusters Score -2.120209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175688 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -21202080.000000 Penalty: 5996.954102
	Iteration 58Q: 3 clusters Score -2.120208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175692 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -21202084.000000 Penalty: 5996.954102
	Iteration 59Q: 3 clusters Score -2.120208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175699 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -21202068.000000 Penalty: 5996.954102
	Iteration 60F: 3 clusters Score -2.120207e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175707 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -21202066.000000 Penalty: 5996.954102
	Iteration 61Q: 3 clusters Score -2.120207e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175715 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -21202074.000000 Penalty: 5996.954102
	Iteration 62Q: 3 clusters Score -2.120207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175720 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -21202078.000000 Penalty: 5996.954102
	Iteration 63Q: 3 clusters Score -2.120208e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175727 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -21202070.000000 Penalty: 5996.954102
	Iteration 64Q: 3 clusters Score -2.120207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175734 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -21202052.000000 Penalty: 5996.954102
	Iteration 65Q: 3 clusters Score -2.120205e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175747 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -21202060.000000 Penalty: 5996.954102
	Iteration 66Q: 3 clusters Score -2.120206e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175758 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -21202034.000000 Penalty: 5996.954102
	Iteration 67Q: 3 clusters Score -2.120203e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175765 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -21202012.000000 Penalty: 5996.954102
	Iteration 68Q: 3 clusters Score -2.120201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175767 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -21202024.000000 Penalty: 5996.954102
	Iteration 69Q: 3 clusters Score -2.120202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175774 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -21202030.000000 Penalty: 5996.954102
	Iteration 70Q: 3 clusters Score -2.120203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175783 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -21202010.000000 Penalty: 5996.954102
	Iteration 71Q: 3 clusters Score -2.120201e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175797 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -21202008.000000 Penalty: 5996.954102
	Iteration 72Q: 3 clusters Score -2.120201e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175809 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -21202002.000000 Penalty: 5996.954102
	Iteration 73Q: 3 clusters Score -2.1202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175817 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -21202004.000000 Penalty: 5996.954102
	Iteration 74Q: 3 clusters Score -2.1202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175823 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -21201996.000000 Penalty: 5996.954102
	Iteration 75Q: 3 clusters Score -2.1202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175831 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -21202000.000000 Penalty: 5996.954102
	Iteration 76Q: 3 clusters Score -2.1202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175839 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -21202006.000000 Penalty: 5996.954102
	Iteration 77Q: 3 clusters Score -2.120201e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175845 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -21202008.000000 Penalty: 5996.954102
	Iteration 78Q: 3 clusters Score -2.120201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175853 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -21202016.000000 Penalty: 5996.954102
	Iteration 79Q: 3 clusters Score -2.120202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175860 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -21202002.000000 Penalty: 5996.954102
	Iteration 80F: 3 clusters Score -2.1202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175866 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -21201996.000000 Penalty: 5996.954102
	Iteration 81Q: 3 clusters Score -2.1202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175873 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -21201998.000000 Penalty: 5996.954102
	Iteration 82Q: 3 clusters Score -2.1202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175878 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -21201986.000000 Penalty: 5996.954102
	Iteration 83Q: 3 clusters Score -2.120199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175888 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -21201988.000000 Penalty: 5996.954102
	Iteration 84Q: 3 clusters Score -2.120199e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175896 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -21201984.000000 Penalty: 5996.954102
	Iteration 85Q: 3 clusters Score -2.120198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175903 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -21201990.000000 Penalty: 5996.954102
	Iteration 86Q: 3 clusters Score -2.120199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175910 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -21201988.000000 Penalty: 5996.954102
	Iteration 87Q: 3 clusters Score -2.120199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175914 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -21201994.000000 Penalty: 5996.954102
	Iteration 88Q: 3 clusters Score -2.120199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175916 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -21201998.000000 Penalty: 5996.954102
	Iteration 89Q: 3 clusters Score -2.1202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175920 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -21201996.000000 Penalty: 5996.954102
	Iteration 90Q: 3 clusters Score -2.1202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175926 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -21201998.000000 Penalty: 5996.954102
	Iteration 91Q: 3 clusters Score -2.1202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175929 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -21201978.000000 Penalty: 5996.954102
	Iteration 92Q: 3 clusters Score -2.120198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175929 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -21201986.000000 Penalty: 5996.954102
	Iteration 93Q: 3 clusters Score -2.120199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175930 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -21201976.000000 Penalty: 5996.954102
	Iteration 94Q: 3 clusters Score -2.120198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175931 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -21201990.000000 Penalty: 5996.954102
	Iteration 95Q: 3 clusters Score -2.120199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175934 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -21201990.000000 Penalty: 5996.954102
	Iteration 96Q: 3 clusters Score -2.120199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175935 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -21201978.000000 Penalty: 5996.954102
	Iteration 97Q: 3 clusters Score -2.120198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175937 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -21201972.000000 Penalty: 5996.954102
	Iteration 98Q: 3 clusters Score -2.120197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175937 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -21201972.000000 Penalty: 5996.954102
	Iteration 99F: 3 clusters Score -2.120197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Entering Unmasked Estep 
Score: -4274426.500000 Penalty: 2598.737305
	Iteration 0F: 2 clusters Score -4274426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -4250439.000000 Penalty: 5197.474609
	Iteration 0F: 3 clusters Score -4250439 nChanged 16158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -4259680.000000 Penalty: 5197.474609
	Iteration 1F: 3 clusters Score -4259680 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -4261121.500000 Penalty: 5197.474609
	Iteration 2F: 3 clusters Score -4261122 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -4262952.000000 Penalty: 5197.474609
	Iteration 3F: 3 clusters Score -4262952 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -4265049.000000 Penalty: 5197.474609
	Iteration 4F: 3 clusters Score -4265049 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -4267322.000000 Penalty: 5197.474609
	Iteration 5F: 3 clusters Score -4267322 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -4269266.000000 Penalty: 5197.474609
	Iteration 6F: 3 clusters Score -4269266 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -4270560.500000 Penalty: 5197.474609
	Iteration 7F: 3 clusters Score -4270560 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -4271295.500000 Penalty: 5197.474609
	Iteration 8Q: 3 clusters Score -4271296 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -4271745.500000 Penalty: 5197.474609
	Iteration 9Q: 3 clusters Score -4271746 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -4271996.000000 Penalty: 5197.474609
	Iteration 10Q: 3 clusters Score -4271996 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -4272150.500000 Penalty: 5197.474609
	Iteration 11Q: 3 clusters Score -4272150 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -4272284.000000 Penalty: 5197.474609
	Iteration 12Q: 3 clusters Score -4272284 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -4272433.500000 Penalty: 5197.474609
	Iteration 13Q: 3 clusters Score -4272434 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -4272550.500000 Penalty: 5197.474609
	Iteration 14Q: 3 clusters Score -4272550 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -4272645.000000 Penalty: 5197.474609
	Iteration 15Q: 3 clusters Score -4272645 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -4272728.500000 Penalty: 5197.474609
	Iteration 16Q: 3 clusters Score -4272728 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -4272793.000000 Penalty: 5197.474609
	Iteration 17Q: 3 clusters Score -4272793 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -4272857.000000 Penalty: 5197.474609
	Iteration 18Q: 3 clusters Score -4272857 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -4272914.500000 Penalty: 5197.474609
	Iteration 19Q: 3 clusters Score -4272914 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -4272994.000000 Penalty: 5197.474609
	Iteration 20F: 3 clusters Score -4272994 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -4273048.000000 Penalty: 5197.474609
	Iteration 21Q: 3 clusters Score -4273048 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -4273095.500000 Penalty: 5197.474609
	Iteration 22Q: 3 clusters Score -4273096 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4273123.000000 Penalty: 5197.474609
	Iteration 23Q: 3 clusters Score -4273123 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4273176.500000 Penalty: 5197.474609
	Iteration 24Q: 3 clusters Score -4273176 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -4273199.500000 Penalty: 5197.474609
	Iteration 25Q: 3 clusters Score -4273200 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -4273233.500000 Penalty: 5197.474609
	Iteration 26Q: 3 clusters Score -4273234 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -4273274.500000 Penalty: 5197.474609
	Iteration 27Q: 3 clusters Score -4273274 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4273285.000000 Penalty: 5197.474609
	Iteration 28Q: 3 clusters Score -4273285 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -4273327.500000 Penalty: 5197.474609
	Iteration 29Q: 3 clusters Score -4273328 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -4273343.500000 Penalty: 5197.474609
	Iteration 30Q: 3 clusters Score -4273344 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4273360.500000 Penalty: 5197.474609
	Iteration 31Q: 3 clusters Score -4273360 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4273384.500000 Penalty: 5197.474609
	Iteration 32Q: 3 clusters Score -4273384 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4273404.000000 Penalty: 5197.474609
	Iteration 33Q: 3 clusters Score -4273404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4273432.000000 Penalty: 5197.474609
	Iteration 34Q: 3 clusters Score -4273432 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4273447.000000 Penalty: 5197.474609
	Iteration 35Q: 3 clusters Score -4273447 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4273449.500000 Penalty: 5197.474609
	Iteration 36Q: 3 clusters Score -4273450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4273465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4273467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4273469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4273476.500000 Penalty: 5197.474609
	Iteration 40F: 3 clusters Score -4273476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4273471.500000 Penalty: 5197.474609
	Iteration 41Q: 3 clusters Score -4273472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4273478.500000 Penalty: 5197.474609
	Iteration 42Q: 3 clusters Score -4273478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4273476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4273478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4273476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4273483.500000 Penalty: 5197.474609
	Iteration 46Q: 3 clusters Score -4273484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4273486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4273488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4273490.000000 Penalty: 5197.474609
	Iteration 49Q: 3 clusters Score -4273490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4273490.000000 Penalty: 5197.474609
	Iteration 50F: 3 clusters Score -4273490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 2 contains 219770 members 
Mstep: Class 3 contains 61838 members 
Mstep: Class 5 contains 5341 members 
Mstep: Class 7 contains 38389 members 
Mstep: Class 8 contains 7351 members 
Mstep: Class 9 contains 2689 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 1594 members 
Mstep: Class 12 contains 3630 members 
Mstep: Class 14 contains 28262 members 
Mstep: Class 15 contains 6290 members 
Mstep: Class 16 contains 1447 members 
Mstep: Class 17 contains 53280 members 
Mstep: Class 18 contains 14506 members 
Mstep: Class 19 contains 178195 members 
Mstep: Class 20 contains 35553 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 20 clusters Score -8.00165e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 219674 members 
Mstep: Class 3 contains 61949 members 
Mstep: Class 4 contains 21301 members 
Mstep: Class 5 contains 5336 members 
Mstep: Class 6 contains 972 members 
Mstep: Class 7 contains 38248 members 
Mstep: Class 8 contains 7332 members 
Mstep: Class 9 contains 2870 members 
Mstep: Class 10 contains 670 members 
Mstep: Class 11 contains 1630 members 
Mstep: Class 12 contains 3603 members 
Mstep: Class 14 contains 28882 members 
Mstep: Class 15 contains 6288 members 
Mstep: Class 16 contains 1759 members 
Mstep: Class 17 contains 52816 members 
Mstep: Class 18 contains 14505 members 
Mstep: Class 19 contains 177970 members 
Mstep: Class 20 contains 35553 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 20 clusters Score -8.001761e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 219324 members 
Mstep: Class 3 contains 62020 members 
Mstep: Class 4 contains 21516 members 
Mstep: Class 5 contains 5326 members 
Mstep: Class 6 contains 1125 members 
Mstep: Class 7 contains 38148 members 
Mstep: Class 8 contains 7330 members 
Mstep: Class 9 contains 3050 members 
Mstep: Class 10 contains 674 members 
Mstep: Class 11 contains 1632 members 
Mstep: Class 12 contains 3576 members 
Mstep: Class 14 contains 29514 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 16 contains 2034 members 
Mstep: Class 17 contains 52506 members 
Mstep: Class 18 contains 14454 members 
Mstep: Class 19 contains 177296 members 
Mstep: Class 20 contains 35529 members 
Entering Unmasked Estep 
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Iteration 41Q: 20 clusters Score -8.001888e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 218994 members 
Mstep: Class 3 contains 62064 members 
Mstep: Class 4 contains 21607 members 
Mstep: Class 5 contains 5322 members 
Mstep: Class 6 contains 1221 members 
Mstep: Class 7 contains 38099 members 
Mstep: Class 8 contains 7307 members 
Mstep: Class 9 contains 3232 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 3552 members 
Mstep: Class 14 contains 30146 members 
Mstep: Class 15 contains 6312 members 
Mstep: Class 16 contains 2257 members 
Mstep: Class 17 contains 52324 members 
Mstep: Class 18 contains 14430 members 
Mstep: Class 19 contains 176654 members 
Mstep: Class 20 contains 35519 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 20 clusters Score -8.002003e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 218789 members 
Mstep: Class 3 contains 62049 members 
Mstep: Class 4 contains 21689 members 
Mstep: Class 5 contains 5320 members 
Mstep: Class 6 contains 1297 members 
Mstep: Class 7 contains 38041 members 
Mstep: Class 8 contains 7276 members 
Mstep: Class 9 contains 3422 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 12 contains 3509 members 
Mstep: Class 14 contains 30810 members 
Mstep: Class 15 contains 6331 members 
Mstep: Class 16 contains 2427 members 
Mstep: Class 17 contains 52190 members 
Mstep: Class 18 contains 14414 members 
Mstep: Class 19 contains 175968 members 
Mstep: Class 20 contains 35498 members 
Entering Unmasked Estep 
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Iteration 43Q: 20 clusters Score -8.002118e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 218541 members 
Mstep: Class 3 contains 62013 members 
Mstep: Class 4 contains 21768 members 
Mstep: Class 5 contains 5320 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 7 contains 37973 members 
Mstep: Class 8 contains 7256 members 
Mstep: Class 9 contains 3572 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 12 contains 3474 members 
Mstep: Class 14 contains 31465 members 
Mstep: Class 15 contains 6336 members 
Mstep: Class 16 contains 2559 members 
Mstep: Class 17 contains 52113 members 
Mstep: Class 18 contains 14404 members 
Mstep: Class 19 contains 175410 members 
Mstep: Class 20 contains 35473 members 
Entering Unmasked Estep 
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Iteration 44Q: 20 clusters Score -8.002202e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 218386 members 
Mstep: Class 3 contains 61947 members 
Mstep: Class 4 contains 21830 members 
Mstep: Class 5 contains 5318 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 37912 members 
Mstep: Class 8 contains 7201 members 
Mstep: Class 9 contains 3713 members 
Mstep: Class 10 contains 674 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 12 contains 3448 members 
Mstep: Class 14 contains 32096 members 
Mstep: Class 15 contains 6334 members 
Mstep: Class 16 contains 2689 members 
Mstep: Class 17 contains 52037 members 
Mstep: Class 18 contains 14391 members 
Mstep: Class 19 contains 174879 members 
Mstep: Class 20 contains 35444 members 
Entering Unmasked Estep 
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Iteration 45Q: 20 clusters Score -8.002286e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 218262 members 
Mstep: Class 3 contains 61823 members 
Mstep: Class 4 contains 21865 members 
Mstep: Class 5 contains 5317 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 37849 members 
Mstep: Class 8 contains 7159 members 
Mstep: Class 9 contains 3826 members 
Mstep: Class 10 contains 674 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 12 contains 3428 members 
Mstep: Class 14 contains 32711 members 
Mstep: Class 15 contains 6321 members 
Mstep: Class 16 contains 2784 members 
Mstep: Class 17 contains 51993 members 
Mstep: Class 18 contains 14385 members 
Mstep: Class 19 contains 174427 members 
Mstep: Class 20 contains 35424 members 
Entering Unmasked Estep 
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Iteration 46Q: 20 clusters Score -8.002358e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 218122 members 
Mstep: Class 3 contains 61639 members 
Mstep: Class 4 contains 21919 members 
Mstep: Class 5 contains 5318 members 
Mstep: Class 6 contains 1484 members 
Mstep: Class 7 contains 37815 members 
Mstep: Class 8 contains 7167 members 
Mstep: Class 9 contains 3929 members 
Mstep: Class 10 contains 674 members 
Mstep: Class 11 contains 1647 members 
Mstep: Class 12 contains 3393 members 
Mstep: Class 14 contains 33309 members 
Mstep: Class 15 contains 6314 members 
Mstep: Class 16 contains 2870 members 
Mstep: Class 17 contains 51936 members 
Mstep: Class 18 contains 14384 members 
Mstep: Class 19 contains 174003 members 
Mstep: Class 20 contains 35420 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 20 clusters Score -8.00243e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 217899 members 
Mstep: Class 3 contains 61487 members 
Mstep: Class 4 contains 21971 members 
Mstep: Class 5 contains 5319 members 
Mstep: Class 6 contains 1512 members 
Mstep: Class 7 contains 37786 members 
Mstep: Class 8 contains 7160 members 
Mstep: Class 9 contains 4011 members 
Mstep: Class 10 contains 674 members 
Mstep: Class 11 contains 1646 members 
Mstep: Class 12 contains 3375 members 
Mstep: Class 14 contains 33898 members 
Mstep: Class 15 contains 6303 members 
Mstep: Class 16 contains 2948 members 
Mstep: Class 17 contains 51888 members 
Mstep: Class 18 contains 14385 members 
Mstep: Class 19 contains 173679 members 
Mstep: Class 20 contains 35402 members 
Entering Unmasked Estep 
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Iteration 48Q: 20 clusters Score -8.002437e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 217748 members 
Mstep: Class 3 contains 61314 members 
Mstep: Class 4 contains 22023 members 
Mstep: Class 5 contains 5323 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 37746 members 
Mstep: Class 8 contains 7158 members 
Mstep: Class 9 contains 4073 members 
Mstep: Class 10 contains 674 members 
Mstep: Class 11 contains 1646 members 
Mstep: Class 12 contains 3350 members 
Mstep: Class 14 contains 34467 members 
Mstep: Class 15 contains 6290 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 51830 members 
Mstep: Class 18 contains 14379 members 
Mstep: Class 19 contains 173382 members 
Mstep: Class 20 contains 35392 members 
Entering Unmasked Estep 
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Iteration 49Q: 20 clusters Score -8.002496e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 217690 members 
Mstep: Class 3 contains 61144 members 
Mstep: Class 4 contains 22084 members 
Mstep: Class 5 contains 5328 members 
Mstep: Class 6 contains 1533 members 
Mstep: Class 7 contains 37717 members 
Mstep: Class 8 contains 7146 members 
Mstep: Class 9 contains 4120 members 
Mstep: Class 10 contains 674 members 
Mstep: Class 11 contains 1650 members 
Mstep: Class 12 contains 3328 members 
Mstep: Class 14 contains 35013 members 
Mstep: Class 15 contains 6289 members 
Mstep: Class 16 contains 3088 members 
Mstep: Class 17 contains 51745 members 
Mstep: Class 18 contains 14378 members 
Mstep: Class 19 contains 173042 members 
Mstep: Class 20 contains 35373 members 
Entering Unmasked Estep 
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Iteration 50Q: 20 clusters Score -8.002538e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 217486 members 
Mstep: Class 3 contains 60980 members 
Mstep: Class 4 contains 22164 members 
Mstep: Class 5 contains 5328 members 
Mstep: Class 6 contains 1541 members 
Mstep: Class 7 contains 37678 members 
Mstep: Class 8 contains 7136 members 
Mstep: Class 9 contains 4162 members 
Mstep: Class 10 contains 674 members 
Mstep: Class 11 contains 1646 members 
Mstep: Class 12 contains 3315 members 
Mstep: Class 14 contains 35553 members 
Mstep: Class 15 contains 6284 members 
Mstep: Class 16 contains 3155 members 
Mstep: Class 17 contains 51693 members 
Mstep: Class 18 contains 14381 members 
Mstep: Class 19 contains 172808 members 
Mstep: Class 20 contains 35357 members 
Entering Unmasked Estep 
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Iteration 51Q: 20 clusters Score -8.002588e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 217361 members 
Mstep: Class 3 contains 60788 members 
Mstep: Class 4 contains 22217 members 
Mstep: Class 5 contains 5329 members 
Mstep: Class 6 contains 1545 members 
Mstep: Class 7 contains 37640 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 4196 members 
Mstep: Class 10 contains 674 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 12 contains 3299 members 
Mstep: Class 14 contains 36076 members 
Mstep: Class 15 contains 6274 members 
Mstep: Class 16 contains 3215 members 
Mstep: Class 17 contains 51622 members 
Mstep: Class 18 contains 14382 members 
Mstep: Class 19 contains 172609 members 
Mstep: Class 20 contains 35348 members 
Entering Unmasked Estep 
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Iteration 52Q: 20 clusters Score -8.002634e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 217270 members 
Mstep: Class 3 contains 60554 members 
Mstep: Class 4 contains 22274 members 
Mstep: Class 5 contains 5335 members 
Mstep: Class 6 contains 1546 members 
Mstep: Class 7 contains 37602 members 
Mstep: Class 8 contains 7106 members 
Mstep: Class 9 contains 4241 members 
Mstep: Class 10 contains 674 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 3274 members 
Mstep: Class 14 contains 36554 members 
Mstep: Class 15 contains 6268 members 
Mstep: Class 16 contains 3267 members 
Mstep: Class 17 contains 51579 members 
Mstep: Class 18 contains 14382 members 
Mstep: Class 19 contains 172439 members 
Mstep: Class 20 contains 35334 members 
Entering Unmasked Estep 
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Iteration 53Q: 20 clusters Score -8.002712e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 217164 members 
Mstep: Class 3 contains 60323 members 
Mstep: Class 4 contains 22303 members 
Mstep: Class 5 contains 5339 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 37556 members 
Mstep: Class 8 contains 7080 members 
Mstep: Class 9 contains 4269 members 
Mstep: Class 10 contains 674 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 3272 members 
Mstep: Class 14 contains 37006 members 
Mstep: Class 15 contains 6257 members 
Mstep: Class 16 contains 3313 members 
Mstep: Class 17 contains 51542 members 
Mstep: Class 18 contains 14384 members 
Mstep: Class 19 contains 172338 members 
Mstep: Class 20 contains 35331 members 
Entering Unmasked Estep 
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Iteration 54Q: 20 clusters Score -8.002787e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 217114 members 
Mstep: Class 3 contains 60110 members 
Mstep: Class 4 contains 22309 members 
Mstep: Class 5 contains 5340 members 
Mstep: Class 6 contains 1552 members 
Mstep: Class 7 contains 37506 members 
Mstep: Class 8 contains 7049 members 
Mstep: Class 9 contains 4300 members 
Mstep: Class 10 contains 674 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 12 contains 3252 members 
Mstep: Class 14 contains 37431 members 
Mstep: Class 15 contains 6247 members 
Mstep: Class 16 contains 3349 members 
Mstep: Class 17 contains 51518 members 
Mstep: Class 18 contains 14391 members 
Mstep: Class 19 contains 172233 members 
Mstep: Class 20 contains 35327 members 
Entering Unmasked Estep 
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Iteration 55Q: 20 clusters Score -8.002823e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217144 members 
Mstep: Class 3 contains 59872 members 
Mstep: Class 4 contains 22314 members 
Mstep: Class 5 contains 5342 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 7 contains 37467 members 
Mstep: Class 8 contains 7030 members 
Mstep: Class 9 contains 4318 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1639 members 
Mstep: Class 12 contains 3223 members 
Mstep: Class 14 contains 37846 members 
Mstep: Class 15 contains 6230 members 
Mstep: Class 16 contains 3377 members 
Mstep: Class 17 contains 51491 members 
Mstep: Class 18 contains 14395 members 
Mstep: Class 19 contains 172090 members 
Mstep: Class 20 contains 35329 members 
Entering Unmasked Estep 
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Iteration 56Q: 20 clusters Score -8.002847e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217185 members 
Mstep: Class 3 contains 59643 members 
Mstep: Class 4 contains 22314 members 
Mstep: Class 5 contains 5344 members 
Mstep: Class 6 contains 1564 members 
Mstep: Class 7 contains 37428 members 
Mstep: Class 8 contains 7017 members 
Mstep: Class 9 contains 4330 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 12 contains 3206 members 
Mstep: Class 14 contains 38213 members 
Mstep: Class 15 contains 6219 members 
Mstep: Class 16 contains 3403 members 
Mstep: Class 17 contains 51459 members 
Mstep: Class 18 contains 14396 members 
Mstep: Class 19 contains 171956 members 
Mstep: Class 20 contains 35347 members 
Entering Unmasked Estep 
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Iteration 57Q: 20 clusters Score -8.002887e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217184 members 
Mstep: Class 3 contains 59416 members 
Mstep: Class 4 contains 22317 members 
Mstep: Class 5 contains 5343 members 
Mstep: Class 6 contains 1564 members 
Mstep: Class 7 contains 37396 members 
Mstep: Class 8 contains 7012 members 
Mstep: Class 9 contains 4356 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 14 contains 38555 members 
Mstep: Class 15 contains 6213 members 
Mstep: Class 16 contains 3429 members 
Mstep: Class 17 contains 51419 members 
Mstep: Class 18 contains 14399 members 
Mstep: Class 19 contains 171877 members 
Mstep: Class 20 contains 35369 members 
Entering Unmasked Estep 
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Iteration 58Q: 20 clusters Score -8.00289e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217147 members 
Mstep: Class 3 contains 59203 members 
Mstep: Class 4 contains 22314 members 
Mstep: Class 5 contains 5342 members 
Mstep: Class 6 contains 1564 members 
Mstep: Class 7 contains 37382 members 
Mstep: Class 8 contains 7010 members 
Mstep: Class 9 contains 4372 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 14 contains 38878 members 
Mstep: Class 15 contains 6208 members 
Mstep: Class 16 contains 3447 members 
Mstep: Class 17 contains 51398 members 
Mstep: Class 18 contains 14401 members 
Mstep: Class 19 contains 171819 members 
Mstep: Class 20 contains 35382 members 
Entering Unmasked Estep 
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Iteration 59Q: 20 clusters Score -8.002913e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217100 members 
Mstep: Class 3 contains 58992 members 
Mstep: Class 4 contains 22324 members 
Mstep: Class 5 contains 5340 members 
Mstep: Class 6 contains 1566 members 
Mstep: Class 7 contains 37358 members 
Mstep: Class 8 contains 7000 members 
Mstep: Class 9 contains 4397 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 12 contains 3134 members 
Mstep: Class 14 contains 39156 members 
Mstep: Class 15 contains 6207 members 
Mstep: Class 16 contains 3463 members 
Mstep: Class 17 contains 51368 members 
Mstep: Class 18 contains 14402 members 
Mstep: Class 19 contains 171815 members 
Mstep: Class 20 contains 35401 members 
Entering Unmasked Estep 
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Iteration 60F: 20 clusters Score -8.00293e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217117 members 
Mstep: Class 3 contains 58782 members 
Mstep: Class 4 contains 22329 members 
Mstep: Class 5 contains 5337 members 
Mstep: Class 6 contains 1567 members 
Mstep: Class 7 contains 37318 members 
Mstep: Class 8 contains 7002 members 
Mstep: Class 9 contains 4419 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 12 contains 3111 members 
Mstep: Class 14 contains 39432 members 
Mstep: Class 15 contains 6202 members 
Mstep: Class 16 contains 3473 members 
Mstep: Class 17 contains 51339 members 
Mstep: Class 18 contains 14405 members 
Mstep: Class 19 contains 171776 members 
Mstep: Class 20 contains 35414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80029496.000000 Penalty: 63304.132812
Iteration 61Q: 20 clusters Score -8.00295e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217084 members 
Mstep: Class 3 contains 58592 members 
Mstep: Class 4 contains 22337 members 
Mstep: Class 5 contains 5334 members 
Mstep: Class 6 contains 1568 members 
Mstep: Class 7 contains 37271 members 
Mstep: Class 8 contains 6999 members 
Mstep: Class 9 contains 4435 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1639 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 14 contains 39705 members 
Mstep: Class 15 contains 6200 members 
Mstep: Class 16 contains 3484 members 
Mstep: Class 17 contains 51306 members 
Mstep: Class 18 contains 14411 members 
Mstep: Class 19 contains 171805 members 
Mstep: Class 20 contains 35418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80029712.000000 Penalty: 63304.132812
Iteration 62Q: 20 clusters Score -8.002971e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217075 members 
Mstep: Class 3 contains 58403 members 
Mstep: Class 4 contains 22335 members 
Mstep: Class 5 contains 5330 members 
Mstep: Class 6 contains 1569 members 
Mstep: Class 7 contains 37212 members 
Mstep: Class 8 contains 7006 members 
Mstep: Class 9 contains 4453 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 12 contains 3053 members 
Mstep: Class 14 contains 39946 members 
Mstep: Class 15 contains 6202 members 
Mstep: Class 16 contains 3494 members 
Mstep: Class 17 contains 51288 members 
Mstep: Class 18 contains 14418 members 
Mstep: Class 19 contains 171808 members 
Mstep: Class 20 contains 35432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80030000.000000 Penalty: 63304.132812
Iteration 63Q: 20 clusters Score -8.003e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217104 members 
Mstep: Class 3 contains 58229 members 
Mstep: Class 4 contains 22337 members 
Mstep: Class 5 contains 5335 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 37160 members 
Mstep: Class 8 contains 7004 members 
Mstep: Class 9 contains 4468 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 12 contains 3030 members 
Mstep: Class 14 contains 40165 members 
Mstep: Class 15 contains 6199 members 
Mstep: Class 16 contains 3500 members 
Mstep: Class 17 contains 51291 members 
Mstep: Class 18 contains 14415 members 
Mstep: Class 19 contains 171771 members 
Mstep: Class 20 contains 35443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80030064.000000 Penalty: 63304.132812
Iteration 64Q: 20 clusters Score -8.003006e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217123 members 
Mstep: Class 3 contains 58059 members 
Mstep: Class 4 contains 22336 members 
Mstep: Class 5 contains 5333 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 37124 members 
Mstep: Class 8 contains 6998 members 
Mstep: Class 9 contains 4478 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2990 members 
Mstep: Class 14 contains 40386 members 
Mstep: Class 15 contains 6196 members 
Mstep: Class 16 contains 3507 members 
Mstep: Class 17 contains 51299 members 
Mstep: Class 18 contains 14417 members 
Mstep: Class 19 contains 171751 members 
Mstep: Class 20 contains 35453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80030240.000000 Penalty: 63304.132812
Iteration 65Q: 20 clusters Score -8.003024e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217155 members 
Mstep: Class 3 contains 57881 members 
Mstep: Class 4 contains 22343 members 
Mstep: Class 5 contains 5332 members 
Mstep: Class 6 contains 1576 members 
Mstep: Class 7 contains 37096 members 
Mstep: Class 8 contains 6996 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 14 contains 40617 members 
Mstep: Class 15 contains 6196 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 51300 members 
Mstep: Class 18 contains 14418 members 
Mstep: Class 19 contains 171703 members 
Mstep: Class 20 contains 35451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80030200.000000 Penalty: 63304.132812
Iteration 66Q: 20 clusters Score -8.00302e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217125 members 
Mstep: Class 3 contains 57714 members 
Mstep: Class 4 contains 22343 members 
Mstep: Class 5 contains 5331 members 
Mstep: Class 6 contains 1578 members 
Mstep: Class 7 contains 37063 members 
Mstep: Class 8 contains 6986 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2937 members 
Mstep: Class 14 contains 40854 members 
Mstep: Class 15 contains 6194 members 
Mstep: Class 16 contains 3515 members 
Mstep: Class 17 contains 51303 members 
Mstep: Class 18 contains 14419 members 
Mstep: Class 19 contains 171705 members 
Mstep: Class 20 contains 35453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80030224.000000 Penalty: 63304.132812
Iteration 67Q: 20 clusters Score -8.003022e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217114 members 
Mstep: Class 3 contains 57553 members 
Mstep: Class 4 contains 22346 members 
Mstep: Class 5 contains 5329 members 
Mstep: Class 6 contains 1579 members 
Mstep: Class 7 contains 37034 members 
Mstep: Class 8 contains 6987 members 
Mstep: Class 9 contains 4519 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2916 members 
Mstep: Class 14 contains 41039 members 
Mstep: Class 15 contains 6192 members 
Mstep: Class 16 contains 3517 members 
Mstep: Class 17 contains 51307 members 
Mstep: Class 18 contains 14421 members 
Mstep: Class 19 contains 171702 members 
Mstep: Class 20 contains 35467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80030264.000000 Penalty: 63304.132812
Iteration 68Q: 20 clusters Score -8.003026e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217060 members 
Mstep: Class 3 contains 57409 members 
Mstep: Class 4 contains 22351 members 
Mstep: Class 5 contains 5328 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 37005 members 
Mstep: Class 8 contains 6987 members 
Mstep: Class 9 contains 4532 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 14 contains 41187 members 
Mstep: Class 15 contains 6196 members 
Mstep: Class 16 contains 3519 members 
Mstep: Class 17 contains 51318 members 
Mstep: Class 18 contains 14421 members 
Mstep: Class 19 contains 171754 members 
Mstep: Class 20 contains 35479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80030376.000000 Penalty: 63304.132812
Iteration 69Q: 20 clusters Score -8.003038e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217042 members 
Mstep: Class 3 contains 57270 members 
Mstep: Class 4 contains 22348 members 
Mstep: Class 5 contains 5328 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 36977 members 
Mstep: Class 8 contains 7005 members 
Mstep: Class 9 contains 4541 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 14 contains 41328 members 
Mstep: Class 15 contains 6195 members 
Mstep: Class 16 contains 3520 members 
Mstep: Class 17 contains 51312 members 
Mstep: Class 18 contains 14421 members 
Mstep: Class 19 contains 171800 members 
Mstep: Class 20 contains 35486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80030736.000000 Penalty: 63304.132812
Iteration 70Q: 20 clusters Score -8.003074e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217086 members 
Mstep: Class 3 contains 57133 members 
Mstep: Class 4 contains 22341 members 
Mstep: Class 5 contains 5330 members 
Mstep: Class 6 contains 1581 members 
Mstep: Class 7 contains 36935 members 
Mstep: Class 8 contains 7011 members 
Mstep: Class 9 contains 4552 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2848 members 
Mstep: Class 14 contains 41476 members 
Mstep: Class 15 contains 6196 members 
Mstep: Class 16 contains 3521 members 
Mstep: Class 17 contains 51297 members 
Mstep: Class 18 contains 14422 members 
Mstep: Class 19 contains 171806 members 
Mstep: Class 20 contains 35487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80030680.000000 Penalty: 63304.132812
Iteration 71Q: 20 clusters Score -8.003068e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217167 members 
Mstep: Class 3 contains 56991 members 
Mstep: Class 4 contains 22334 members 
Mstep: Class 5 contains 5330 members 
Mstep: Class 6 contains 1581 members 
Mstep: Class 7 contains 36893 members 
Mstep: Class 8 contains 7009 members 
Mstep: Class 9 contains 4567 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 41607 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 16 contains 3523 members 
Mstep: Class 17 contains 51274 members 
Mstep: Class 18 contains 14424 members 
Mstep: Class 19 contains 171816 members 
Mstep: Class 20 contains 35483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80030680.000000 Penalty: 63304.132812
Iteration 72Q: 20 clusters Score -8.003068e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217227 members 
Mstep: Class 3 contains 56842 members 
Mstep: Class 4 contains 22328 members 
Mstep: Class 5 contains 5330 members 
Mstep: Class 6 contains 1581 members 
Mstep: Class 7 contains 36876 members 
Mstep: Class 8 contains 7020 members 
Mstep: Class 9 contains 4576 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2794 members 
Mstep: Class 14 contains 41722 members 
Mstep: Class 15 contains 6207 members 
Mstep: Class 16 contains 3522 members 
Mstep: Class 17 contains 51263 members 
Mstep: Class 18 contains 14426 members 
Mstep: Class 19 contains 171825 members 
Mstep: Class 20 contains 35483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80030872.000000 Penalty: 63304.132812
Iteration 73Q: 20 clusters Score -8.003087e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217224 members 
Mstep: Class 3 contains 56706 members 
Mstep: Class 4 contains 22332 members 
Mstep: Class 5 contains 5329 members 
Mstep: Class 6 contains 1581 members 
Mstep: Class 7 contains 36860 members 
Mstep: Class 8 contains 7047 members 
Mstep: Class 9 contains 4584 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2780 members 
Mstep: Class 14 contains 41839 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 3522 members 
Mstep: Class 17 contains 51248 members 
Mstep: Class 18 contains 14426 members 
Mstep: Class 19 contains 171845 members 
Mstep: Class 20 contains 35489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80030800.000000 Penalty: 63304.132812
Iteration 74Q: 20 clusters Score -8.00308e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217168 members 
Mstep: Class 3 contains 56600 members 
Mstep: Class 4 contains 22334 members 
Mstep: Class 5 contains 5329 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 36847 members 
Mstep: Class 8 contains 7078 members 
Mstep: Class 9 contains 4596 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2774 members 
Mstep: Class 14 contains 41945 members 
Mstep: Class 15 contains 6213 members 
Mstep: Class 16 contains 3522 members 
Mstep: Class 17 contains 51238 members 
Mstep: Class 18 contains 14426 members 
Mstep: Class 19 contains 171872 members 
Mstep: Class 20 contains 35498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80031016.000000 Penalty: 63304.132812
Iteration 75Q: 20 clusters Score -8.003102e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217135 members 
Mstep: Class 3 contains 56501 members 
Mstep: Class 4 contains 22328 members 
Mstep: Class 5 contains 5328 members 
Mstep: Class 6 contains 1581 members 
Mstep: Class 7 contains 36838 members 
Mstep: Class 8 contains 7105 members 
Mstep: Class 9 contains 4605 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2763 members 
Mstep: Class 14 contains 42048 members 
Mstep: Class 15 contains 6214 members 
Mstep: Class 16 contains 3526 members 
Mstep: Class 17 contains 51221 members 
Mstep: Class 18 contains 14427 members 
Mstep: Class 19 contains 171896 members 
Mstep: Class 20 contains 35504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80031024.000000 Penalty: 63304.132812
Iteration 76Q: 20 clusters Score -8.003102e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217144 members 
Mstep: Class 3 contains 56398 members 
Mstep: Class 4 contains 22320 members 
Mstep: Class 5 contains 5327 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 36823 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 4608 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2760 members 
Mstep: Class 14 contains 42151 members 
Mstep: Class 15 contains 6214 members 
Mstep: Class 16 contains 3532 members 
Mstep: Class 17 contains 51186 members 
Mstep: Class 18 contains 14429 members 
Mstep: Class 19 contains 171902 members 
Mstep: Class 20 contains 35506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80031216.000000 Penalty: 63304.132812
Iteration 77Q: 20 clusters Score -8.003122e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217125 members 
Mstep: Class 3 contains 56292 members 
Mstep: Class 4 contains 22318 members 
Mstep: Class 5 contains 5326 members 
Mstep: Class 6 contains 1584 members 
Mstep: Class 7 contains 36809 members 
Mstep: Class 8 contains 7162 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2752 members 
Mstep: Class 14 contains 42253 members 
Mstep: Class 15 contains 6217 members 
Mstep: Class 16 contains 3539 members 
Mstep: Class 17 contains 51167 members 
Mstep: Class 18 contains 14431 members 
Mstep: Class 19 contains 171925 members 
Mstep: Class 20 contains 35510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80031328.000000 Penalty: 63304.132812
Iteration 78Q: 20 clusters Score -8.003133e+07 nChanged 710
Entering ConstructFrom: 
Score: -80031328.000000 Penalty: 63304.132812
Entering ConstructFrom: 
Trying to split cluster 1 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -202576.984375 Penalty: 1870.337402
	Iteration 0F: 2 clusters Score -202577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -200024.000000 Penalty: 3740.674805
	Iteration 0F: 3 clusters Score -200024 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -200563.046875 Penalty: 3740.674805
	Iteration 1F: 3 clusters Score -200563 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -200753.671875 Penalty: 3740.674805
	Iteration 2F: 3 clusters Score -200753.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -200923.390625 Penalty: 3740.674805
	Iteration 3F: 3 clusters Score -200923.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -201084.281250 Penalty: 3740.674805
	Iteration 4F: 3 clusters Score -201084.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -201209.671875 Penalty: 3740.674805
	Iteration 5Q: 3 clusters Score -201209.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -201333.359375 Penalty: 3740.674805
	Iteration 6Q: 3 clusters Score -201333.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -201427.156250 Penalty: 3740.674805
	Iteration 7Q: 3 clusters Score -201427.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -201481.890625 Penalty: 3740.674805
	Iteration 8Q: 3 clusters Score -201481.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -201534.156250 Penalty: 3740.674805
	Iteration 9Q: 3 clusters Score -201534.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -201573.375000 Penalty: 3740.674805
	Iteration 10Q: 3 clusters Score -201573.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -201613.859375 Penalty: 3740.674805
	Iteration 11Q: 3 clusters Score -201613.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -201657.796875 Penalty: 3740.674805
	Iteration 12Q: 3 clusters Score -201657.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -201715.250000 Penalty: 3740.674805
	Iteration 13Q: 3 clusters Score -201715.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -201824.687500 Penalty: 3740.674805
	Iteration 14Q: 3 clusters Score -201824.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -202021.984375 Penalty: 3740.674805
	Iteration 15Q: 3 clusters Score -202022 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -202287.140625 Penalty: 3740.674805
	Iteration 16Q: 3 clusters Score -202287.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -202436.828125 Penalty: 3740.674805
	Iteration 17Q: 3 clusters Score -202436.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -202501.671875 Penalty: 3740.674805
	Iteration 18Q: 3 clusters Score -202501.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -202516.890625 Penalty: 3740.674805
	Iteration 19Q: 3 clusters Score -202516.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -202523.453125 Penalty: 3740.674805
	Iteration 20F: 3 clusters Score -202523.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -202527.781250 Penalty: 3740.674805
	Iteration 21Q: 3 clusters Score -202527.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -202531.140625 Penalty: 3740.674805
	Iteration 22Q: 3 clusters Score -202531.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -202534.078125 Penalty: 3740.674805
	Iteration 23Q: 3 clusters Score -202534.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -202534.421875 Penalty: 3740.674805
	Iteration 24Q: 3 clusters Score -202534.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -202534.421875 Penalty: 3740.674805
	Iteration 25F: 3 clusters Score -202534.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (217178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217178 members 
Entering Unmasked Estep 
Score: -25869306.000000 Penalty: 3047.541016
	Iteration 0F: 2 clusters Score -2.586931e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108735 members 
Mstep: Class 2 contains 108443 members 
Entering Unmasked Estep 
Score: -25733632.000000 Penalty: 6095.082031
	Iteration 0F: 3 clusters Score -2.573363e+07 nChanged 104606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108559 members 
Mstep: Class 2 contains 108619 members 
Entering Unmasked Estep 
Score: -25795628.000000 Penalty: 6095.082031
	Iteration 1F: 3 clusters Score -2.579563e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108504 members 
Mstep: Class 2 contains 108674 members 
Entering Unmasked Estep 
Score: -25796692.000000 Penalty: 6095.082031
	Iteration 2Q: 3 clusters Score -2.579669e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108617 members 
Mstep: Class 2 contains 108561 members 
Entering Unmasked Estep 
Score: -25798580.000000 Penalty: 6095.082031
	Iteration 3Q: 3 clusters Score -2.579858e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108844 members 
Mstep: Class 2 contains 108334 members 
Entering Unmasked Estep 
Score: -25801154.000000 Penalty: 6095.082031
	Iteration 4Q: 3 clusters Score -2.580115e+07 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109173 members 
Mstep: Class 2 contains 108005 members 
Entering Unmasked Estep 
Score: -25805192.000000 Penalty: 6095.082031
	Iteration 5Q: 3 clusters Score -2.580519e+07 nChanged 11440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109517 members 
Mstep: Class 2 contains 107661 members 
Entering Unmasked Estep 
Score: -25812008.000000 Penalty: 6095.082031
	Iteration 6F: 3 clusters Score -2.581201e+07 nChanged 13687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109928 members 
Mstep: Class 2 contains 107250 members 
Entering Unmasked Estep 
Score: -25821194.000000 Penalty: 6095.082031
	Iteration 7F: 3 clusters Score -2.582119e+07 nChanged 15385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110299 members 
Mstep: Class 2 contains 106879 members 
Entering Unmasked Estep 
Score: -25832306.000000 Penalty: 6095.082031
	Iteration 8F: 3 clusters Score -2.583231e+07 nChanged 15281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110952 members 
Mstep: Class 2 contains 106226 members 
Entering Unmasked Estep 
Score: -25842630.000000 Penalty: 6095.082031
	Iteration 9F: 3 clusters Score -2.584263e+07 nChanged 12346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112228 members 
Mstep: Class 2 contains 104950 members 
Entering Unmasked Estep 
Score: -25848276.000000 Penalty: 6095.082031
	Iteration 10F: 3 clusters Score -2.584828e+07 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114053 members 
Mstep: Class 2 contains 103125 members 
Entering Unmasked Estep 
Score: -25850600.000000 Penalty: 6095.082031
	Iteration 11Q: 3 clusters Score -2.58506e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116149 members 
Mstep: Class 2 contains 101029 members 
Entering Unmasked Estep 
Score: -25851144.000000 Penalty: 6095.082031
	Iteration 12Q: 3 clusters Score -2.585114e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118460 members 
Mstep: Class 2 contains 98718 members 
Entering Unmasked Estep 
Score: -25851590.000000 Penalty: 6095.082031
	Iteration 13Q: 3 clusters Score -2.585159e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120546 members 
Mstep: Class 2 contains 96632 members 
Entering Unmasked Estep 
Score: -25851702.000000 Penalty: 6095.082031
	Iteration 14Q: 3 clusters Score -2.58517e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122478 members 
Mstep: Class 2 contains 94700 members 
Entering Unmasked Estep 
Score: -25851706.000000 Penalty: 6095.082031
	Iteration 15Q: 3 clusters Score -2.585171e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124393 members 
Mstep: Class 2 contains 92785 members 
Entering Unmasked Estep 
Score: -25851722.000000 Penalty: 6095.082031
	Iteration 16Q: 3 clusters Score -2.585172e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126239 members 
Mstep: Class 2 contains 90939 members 
Entering Unmasked Estep 
Score: -25851832.000000 Penalty: 6095.082031
	Iteration 17Q: 3 clusters Score -2.585183e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128066 members 
Mstep: Class 2 contains 89112 members 
Entering Unmasked Estep 
Score: -25851764.000000 Penalty: 6095.082031
	Iteration 18Q: 3 clusters Score -2.585176e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129909 members 
Mstep: Class 2 contains 87269 members 
Entering Unmasked Estep 
Score: -25851748.000000 Penalty: 6095.082031
	Iteration 19Q: 3 clusters Score -2.585175e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131782 members 
Mstep: Class 2 contains 85396 members 
Entering Unmasked Estep 
Score: -25851654.000000 Penalty: 6095.082031
	Iteration 20F: 3 clusters Score -2.585165e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133586 members 
Mstep: Class 2 contains 83592 members 
Entering Unmasked Estep 
Score: -25851662.000000 Penalty: 6095.082031
	Iteration 21Q: 3 clusters Score -2.585166e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135329 members 
Mstep: Class 2 contains 81849 members 
Entering Unmasked Estep 
Score: -25851710.000000 Penalty: 6095.082031
	Iteration 22Q: 3 clusters Score -2.585171e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137061 members 
Mstep: Class 2 contains 80117 members 
Entering Unmasked Estep 
Score: -25851608.000000 Penalty: 6095.082031
	Iteration 23Q: 3 clusters Score -2.585161e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138831 members 
Mstep: Class 2 contains 78347 members 
Entering Unmasked Estep 
Score: -25851540.000000 Penalty: 6095.082031
	Iteration 24Q: 3 clusters Score -2.585154e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140633 members 
Mstep: Class 2 contains 76545 members 
Entering Unmasked Estep 
Score: -25851392.000000 Penalty: 6095.082031
	Iteration 25Q: 3 clusters Score -2.585139e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142430 members 
Mstep: Class 2 contains 74748 members 
Entering Unmasked Estep 
Score: -25851164.000000 Penalty: 6095.082031
	Iteration 26Q: 3 clusters Score -2.585116e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144229 members 
Mstep: Class 2 contains 72949 members 
Entering Unmasked Estep 
Score: -25851010.000000 Penalty: 6095.082031
	Iteration 27Q: 3 clusters Score -2.585101e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145860 members 
Mstep: Class 2 contains 71318 members 
Entering Unmasked Estep 
Score: -25850820.000000 Penalty: 6095.082031
	Iteration 28Q: 3 clusters Score -2.585082e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147438 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -25850872.000000 Penalty: 6095.082031
	Iteration 29Q: 3 clusters Score -2.585087e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149066 members 
Mstep: Class 2 contains 68112 members 
Entering Unmasked Estep 
Score: -25850848.000000 Penalty: 6095.082031
	Iteration 30Q: 3 clusters Score -2.585085e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150649 members 
Mstep: Class 2 contains 66529 members 
Entering Unmasked Estep 
Score: -25850586.000000 Penalty: 6095.082031
	Iteration 31Q: 3 clusters Score -2.585059e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152162 members 
Mstep: Class 2 contains 65016 members 
Entering Unmasked Estep 
Score: -25850560.000000 Penalty: 6095.082031
	Iteration 32Q: 3 clusters Score -2.585056e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153581 members 
Mstep: Class 2 contains 63597 members 
Entering Unmasked Estep 
Score: -25850498.000000 Penalty: 6095.082031
	Iteration 33Q: 3 clusters Score -2.58505e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154954 members 
Mstep: Class 2 contains 62224 members 
Entering Unmasked Estep 
Score: -25850420.000000 Penalty: 6095.082031
	Iteration 34Q: 3 clusters Score -2.585042e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156297 members 
Mstep: Class 2 contains 60881 members 
Entering Unmasked Estep 
Score: -25850380.000000 Penalty: 6095.082031
	Iteration 35Q: 3 clusters Score -2.585038e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157649 members 
Mstep: Class 2 contains 59529 members 
Entering Unmasked Estep 
Score: -25850280.000000 Penalty: 6095.082031
	Iteration 36Q: 3 clusters Score -2.585028e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158863 members 
Mstep: Class 2 contains 58315 members 
Entering Unmasked Estep 
Score: -25850254.000000 Penalty: 6095.082031
	Iteration 37Q: 3 clusters Score -2.585025e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160041 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
Score: -25850214.000000 Penalty: 6095.082031
	Iteration 38Q: 3 clusters Score -2.585021e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161109 members 
Mstep: Class 2 contains 56069 members 
Entering Unmasked Estep 
Score: -25850166.000000 Penalty: 6095.082031
	Iteration 39Q: 3 clusters Score -2.585017e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162184 members 
Mstep: Class 2 contains 54994 members 
Entering Unmasked Estep 
Score: -25850164.000000 Penalty: 6095.082031
	Iteration 40F: 3 clusters Score -2.585016e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163190 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -25850298.000000 Penalty: 6095.082031
	Iteration 41Q: 3 clusters Score -2.58503e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164125 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -25850172.000000 Penalty: 6095.082031
	Iteration 42Q: 3 clusters Score -2.585017e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165081 members 
Mstep: Class 2 contains 52097 members 
Entering Unmasked Estep 
Score: -25850144.000000 Penalty: 6095.082031
	Iteration 43Q: 3 clusters Score -2.585014e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166023 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -25850242.000000 Penalty: 6095.082031
	Iteration 44Q: 3 clusters Score -2.585024e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166962 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -25850226.000000 Penalty: 6095.082031
	Iteration 45Q: 3 clusters Score -2.585023e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167891 members 
Mstep: Class 2 contains 49287 members 
Entering Unmasked Estep 
Score: -25850378.000000 Penalty: 6095.082031
	Iteration 46Q: 3 clusters Score -2.585038e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168859 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -25850474.000000 Penalty: 6095.082031
	Iteration 47Q: 3 clusters Score -2.585047e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169822 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -25850438.000000 Penalty: 6095.082031
	Iteration 48Q: 3 clusters Score -2.585044e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170731 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -25850422.000000 Penalty: 6095.082031
	Iteration 49Q: 3 clusters Score -2.585042e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171686 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -25850442.000000 Penalty: 6095.082031
	Iteration 50Q: 3 clusters Score -2.585044e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172648 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -25850606.000000 Penalty: 6095.082031
	Iteration 51Q: 3 clusters Score -2.585061e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173645 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -25850716.000000 Penalty: 6095.082031
	Iteration 52Q: 3 clusters Score -2.585072e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174676 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -25850836.000000 Penalty: 6095.082031
	Iteration 53Q: 3 clusters Score -2.585084e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175717 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -25850950.000000 Penalty: 6095.082031
	Iteration 54Q: 3 clusters Score -2.585095e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176768 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -25851082.000000 Penalty: 6095.082031
	Iteration 55Q: 3 clusters Score -2.585108e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177862 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -25851226.000000 Penalty: 6095.082031
	Iteration 56Q: 3 clusters Score -2.585123e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179027 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -25851298.000000 Penalty: 6095.082031
	Iteration 57Q: 3 clusters Score -2.58513e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180219 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -25851498.000000 Penalty: 6095.082031
	Iteration 58Q: 3 clusters Score -2.58515e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181454 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -25851622.000000 Penalty: 6095.082031
	Iteration 59Q: 3 clusters Score -2.585162e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182684 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -25851702.000000 Penalty: 6095.082031
	Iteration 60F: 3 clusters Score -2.58517e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183964 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -25851980.000000 Penalty: 6095.082031
	Iteration 61Q: 3 clusters Score -2.585198e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185254 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -25852318.000000 Penalty: 6095.082031
	Iteration 62Q: 3 clusters Score -2.585232e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186578 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -25852578.000000 Penalty: 6095.082031
	Iteration 63Q: 3 clusters Score -2.585258e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187908 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -25852854.000000 Penalty: 6095.082031
	Iteration 64Q: 3 clusters Score -2.585285e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189274 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -25853536.000000 Penalty: 6095.082031
	Iteration 65Q: 3 clusters Score -2.585354e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190774 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -25855056.000000 Penalty: 6095.082031
	Iteration 66Q: 3 clusters Score -2.585506e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192363 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -25856684.000000 Penalty: 6095.082031
	Iteration 67Q: 3 clusters Score -2.585668e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193980 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -25858474.000000 Penalty: 6095.082031
	Iteration 68Q: 3 clusters Score -2.585847e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195755 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -25860184.000000 Penalty: 6095.082031
	Iteration 69Q: 3 clusters Score -2.586018e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197680 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -25861914.000000 Penalty: 6095.082031
	Iteration 70Q: 3 clusters Score -2.586191e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199699 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -25863452.000000 Penalty: 6095.082031
	Iteration 71Q: 3 clusters Score -2.586345e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201675 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -25864882.000000 Penalty: 6095.082031
	Iteration 72Q: 3 clusters Score -2.586488e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203625 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -25866230.000000 Penalty: 6095.082031
	Iteration 73Q: 3 clusters Score -2.586623e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205573 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -25867254.000000 Penalty: 6095.082031
	Iteration 74Q: 3 clusters Score -2.586725e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207425 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -25868020.000000 Penalty: 6095.082031
	Iteration 75Q: 3 clusters Score -2.586802e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209105 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -25868382.000000 Penalty: 6095.082031
	Iteration 76Q: 3 clusters Score -2.586838e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210630 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -25868698.000000 Penalty: 6095.082031
	Iteration 77Q: 3 clusters Score -2.58687e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211890 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -25868592.000000 Penalty: 6095.082031
	Iteration 78Q: 3 clusters Score -2.586859e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212873 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -25868420.000000 Penalty: 6095.082031
	Iteration 79Q: 3 clusters Score -2.586842e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213622 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -25868134.000000 Penalty: 6095.082031
	Iteration 80F: 3 clusters Score -2.586813e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214199 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -25868006.000000 Penalty: 6095.082031
	Iteration 81Q: 3 clusters Score -2.586801e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214650 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -25867822.000000 Penalty: 6095.082031
	Iteration 82Q: 3 clusters Score -2.586782e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215036 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -25867708.000000 Penalty: 6095.082031
	Iteration 83Q: 3 clusters Score -2.586771e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215323 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -25867634.000000 Penalty: 6095.082031
	Iteration 84Q: 3 clusters Score -2.586763e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215522 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -25867532.000000 Penalty: 6095.082031
	Iteration 85Q: 3 clusters Score -2.586753e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215685 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -25867530.000000 Penalty: 6095.082031
	Iteration 86Q: 3 clusters Score -2.586753e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215802 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -25867500.000000 Penalty: 6095.082031
	Iteration 87Q: 3 clusters Score -2.58675e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215898 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -25867522.000000 Penalty: 6095.082031
	Iteration 88Q: 3 clusters Score -2.586752e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215969 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -25867472.000000 Penalty: 6095.082031
	Iteration 89Q: 3 clusters Score -2.586747e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216027 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -25867470.000000 Penalty: 6095.082031
	Iteration 90Q: 3 clusters Score -2.586747e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216074 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -25867434.000000 Penalty: 6095.082031
	Iteration 91Q: 3 clusters Score -2.586743e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216110 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -25867434.000000 Penalty: 6095.082031
	Iteration 92Q: 3 clusters Score -2.586743e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216135 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -25867456.000000 Penalty: 6095.082031
	Iteration 93Q: 3 clusters Score -2.586746e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216148 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -25867432.000000 Penalty: 6095.082031
	Iteration 94Q: 3 clusters Score -2.586743e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216160 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -25867424.000000 Penalty: 6095.082031
	Iteration 95Q: 3 clusters Score -2.586742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216169 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -25867426.000000 Penalty: 6095.082031
	Iteration 96Q: 3 clusters Score -2.586743e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216183 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -25867424.000000 Penalty: 6095.082031
	Iteration 97Q: 3 clusters Score -2.586742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216190 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -25867426.000000 Penalty: 6095.082031
	Iteration 98Q: 3 clusters Score -2.586743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216200 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -25867406.000000 Penalty: 6095.082031
	Iteration 99Q: 3 clusters Score -2.586741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216210 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -25867394.000000 Penalty: 6095.082031
	Iteration 100F: 3 clusters Score -2.586739e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216221 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -25867424.000000 Penalty: 6095.082031
	Iteration 101Q: 3 clusters Score -2.586742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216226 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -25867440.000000 Penalty: 6095.082031
	Iteration 102Q: 3 clusters Score -2.586744e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216233 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -25867438.000000 Penalty: 6095.082031
	Iteration 103Q: 3 clusters Score -2.586744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216236 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -25867440.000000 Penalty: 6095.082031
	Iteration 104Q: 3 clusters Score -2.586744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216243 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -25867438.000000 Penalty: 6095.082031
	Iteration 105Q: 3 clusters Score -2.586744e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216254 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -25867448.000000 Penalty: 6095.082031
	Iteration 106Q: 3 clusters Score -2.586745e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216260 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -25867446.000000 Penalty: 6095.082031
	Iteration 107Q: 3 clusters Score -2.586745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216262 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -25867436.000000 Penalty: 6095.082031
	Iteration 108Q: 3 clusters Score -2.586744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216259 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -25867424.000000 Penalty: 6095.082031
	Iteration 109Q: 3 clusters Score -2.586742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216259 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -25867416.000000 Penalty: 6095.082031
	Iteration 110Q: 3 clusters Score -2.586742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216259 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -25867428.000000 Penalty: 6095.082031
	Iteration 111Q: 3 clusters Score -2.586743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216258 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -25867428.000000 Penalty: 6095.082031
	Iteration 112Q: 3 clusters Score -2.586743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216258 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -25867420.000000 Penalty: 6095.082031
	Iteration 113Q: 3 clusters Score -2.586742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216260 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -25867404.000000 Penalty: 6095.082031
	Iteration 114Q: 3 clusters Score -2.58674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216263 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -25867426.000000 Penalty: 6095.082031
	Iteration 115Q: 3 clusters Score -2.586743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216264 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -25867420.000000 Penalty: 6095.082031
	Iteration 116Q: 3 clusters Score -2.586742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216265 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -25867420.000000 Penalty: 6095.082031
	Iteration 117Q: 3 clusters Score -2.586742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216268 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -25867420.000000 Penalty: 6095.082031
	Iteration 118Q: 3 clusters Score -2.586742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216269 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -25867426.000000 Penalty: 6095.082031
	Iteration 119Q: 3 clusters Score -2.586743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216271 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -25867428.000000 Penalty: 6095.082031
	Iteration 120F: 3 clusters Score -2.586743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216273 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -25867412.000000 Penalty: 6095.082031
	Iteration 121Q: 3 clusters Score -2.586741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216273 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -25867412.000000 Penalty: 6095.082031
	Iteration 122F: 3 clusters Score -2.586741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (56185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56185 members 
Entering Unmasked Estep 
Score: -6728428.000000 Penalty: 2712.228516
	Iteration 0F: 2 clusters Score -6728428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -6690342.500000 Penalty: 5424.457031
	Iteration 0F: 3 clusters Score -6690342 nChanged 26268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -6705166.500000 Penalty: 5424.457031
	Iteration 1F: 3 clusters Score -6705166 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -6705951.500000 Penalty: 5424.457031
	Iteration 2Q: 3 clusters Score -6705952 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -6706857.500000 Penalty: 5424.457031
	Iteration 3Q: 3 clusters Score -6706858 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -6708042.500000 Penalty: 5424.457031
	Iteration 4Q: 3 clusters Score -6708042 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -6709780.500000 Penalty: 5424.457031
	Iteration 5F: 3 clusters Score -6709780 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -6712166.500000 Penalty: 5424.457031
	Iteration 6F: 3 clusters Score -6712166 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -6715068.000000 Penalty: 5424.457031
	Iteration 7F: 3 clusters Score -6715068 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -6718037.500000 Penalty: 5424.457031
	Iteration 8F: 3 clusters Score -6718038 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -6720623.000000 Penalty: 5424.457031
	Iteration 9F: 3 clusters Score -6720623 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -6722546.000000 Penalty: 5424.457031
	Iteration 10Q: 3 clusters Score -6722546 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -6723855.500000 Penalty: 5424.457031
	Iteration 11Q: 3 clusters Score -6723856 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53588 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -6724594.000000 Penalty: 5424.457031
	Iteration 12Q: 3 clusters Score -6724594 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54249 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -6725072.000000 Penalty: 5424.457031
	Iteration 13Q: 3 clusters Score -6725072 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6725393.000000 Penalty: 5424.457031
	Iteration 14Q: 3 clusters Score -6725393 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -6725623.000000 Penalty: 5424.457031
	Iteration 15Q: 3 clusters Score -6725623 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55170 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6725757.500000 Penalty: 5424.457031
	Iteration 16Q: 3 clusters Score -6725758 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -6725875.000000 Penalty: 5424.457031
	Iteration 17Q: 3 clusters Score -6725875 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6725947.000000 Penalty: 5424.457031
	Iteration 18Q: 3 clusters Score -6725947 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6726000.500000 Penalty: 5424.457031
	Iteration 19Q: 3 clusters Score -6726000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55458 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6726029.000000 Penalty: 5424.457031
	Iteration 20F: 3 clusters Score -6726029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6726053.000000 Penalty: 5424.457031
	Iteration 21Q: 3 clusters Score -6726053 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55508 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6726081.000000 Penalty: 5424.457031
	Iteration 22Q: 3 clusters Score -6726081 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55520 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6726093.000000 Penalty: 5424.457031
	Iteration 23Q: 3 clusters Score -6726093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55531 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6726109.000000 Penalty: 5424.457031
	Iteration 24Q: 3 clusters Score -6726109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6726120.500000 Penalty: 5424.457031
	Iteration 25Q: 3 clusters Score -6726120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6726129.500000 Penalty: 5424.457031
	Iteration 26Q: 3 clusters Score -6726130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55562 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6726126.000000 Penalty: 5424.457031
	Iteration 27Q: 3 clusters Score -6726126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55565 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6726128.500000 Penalty: 5424.457031
	Iteration 28Q: 3 clusters Score -6726128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55570 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6726137.000000 Penalty: 5424.457031
	Iteration 29Q: 3 clusters Score -6726137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6726138.500000 Penalty: 5424.457031
	Iteration 30Q: 3 clusters Score -6726138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6726142.500000 Penalty: 5424.457031
	Iteration 31Q: 3 clusters Score -6726142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55588 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6726154.000000 Penalty: 5424.457031
	Iteration 32Q: 3 clusters Score -6726154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6726148.500000 Penalty: 5424.457031
	Iteration 33Q: 3 clusters Score -6726148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6726142.000000 Penalty: 5424.457031
	Iteration 34Q: 3 clusters Score -6726142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55593 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6726147.000000 Penalty: 5424.457031
	Iteration 35Q: 3 clusters Score -6726147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6726147.500000 Penalty: 5424.457031
	Iteration 36Q: 3 clusters Score -6726148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6726149.000000 Penalty: 5424.457031
	Iteration 37Q: 3 clusters Score -6726149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6726149.000000 Penalty: 5424.457031
	Iteration 38F: 3 clusters Score -6726149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Entering Unmasked Estep 
Score: -2722347.000000 Penalty: 2483.271973
	Iteration 0F: 2 clusters Score -2722347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2706759.000000 Penalty: 4966.543945
	Iteration 0F: 3 clusters Score -2706759 nChanged 9909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2711927.000000 Penalty: 4966.543945
	Iteration 1F: 3 clusters Score -2711927 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2712352.750000 Penalty: 4966.543945
	Iteration 2F: 3 clusters Score -2712353 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2712778.250000 Penalty: 4966.543945
	Iteration 3Q: 3 clusters Score -2712778 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2713221.500000 Penalty: 4966.543945
	Iteration 4Q: 3 clusters Score -2713222 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2713830.500000 Penalty: 4966.543945
	Iteration 5Q: 3 clusters Score -2713830 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2714685.000000 Penalty: 4966.543945
	Iteration 6F: 3 clusters Score -2714685 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2715745.500000 Penalty: 4966.543945
	Iteration 7F: 3 clusters Score -2715746 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2716969.500000 Penalty: 4966.543945
	Iteration 8F: 3 clusters Score -2716970 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2718058.250000 Penalty: 4966.543945
	Iteration 9F: 3 clusters Score -2718058 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2718748.500000 Penalty: 4966.543945
	Iteration 10Q: 3 clusters Score -2718748 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2719190.000000 Penalty: 4966.543945
	Iteration 11Q: 3 clusters Score -2719190 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2719497.750000 Penalty: 4966.543945
	Iteration 12Q: 3 clusters Score -2719498 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2719678.750000 Penalty: 4966.543945
	Iteration 13Q: 3 clusters Score -2719679 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2719803.750000 Penalty: 4966.543945
	Iteration 14Q: 3 clusters Score -2719804 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2719910.750000 Penalty: 4966.543945
	Iteration 15Q: 3 clusters Score -2719911 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2719979.000000 Penalty: 4966.543945
	Iteration 16Q: 3 clusters Score -2719979 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2720028.750000 Penalty: 4966.543945
	Iteration 17Q: 3 clusters Score -2720029 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2720067.250000 Penalty: 4966.543945
	Iteration 18Q: 3 clusters Score -2720067 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2720091.750000 Penalty: 4966.543945
	Iteration 19Q: 3 clusters Score -2720092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2720105.000000 Penalty: 4966.543945
	Iteration 20F: 3 clusters Score -2720105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2720110.250000 Penalty: 4966.543945
	Iteration 21Q: 3 clusters Score -2720110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2720114.500000 Penalty: 4966.543945
	Iteration 22Q: 3 clusters Score -2720114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2720117.750000 Penalty: 4966.543945
	Iteration 23Q: 3 clusters Score -2720118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2720119.750000 Penalty: 4966.543945
	Iteration 24Q: 3 clusters Score -2720120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2720120.750000 Penalty: 4966.543945
	Iteration 25Q: 3 clusters Score -2720121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2720132.500000 Penalty: 4966.543945
	Iteration 26Q: 3 clusters Score -2720132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2720145.500000 Penalty: 4966.543945
	Iteration 27Q: 3 clusters Score -2720146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2720152.750000 Penalty: 4966.543945
	Iteration 28Q: 3 clusters Score -2720153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2720165.250000 Penalty: 4966.543945
	Iteration 29Q: 3 clusters Score -2720165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2720169.750000 Penalty: 4966.543945
	Iteration 30Q: 3 clusters Score -2720170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2720180.250000 Penalty: 4966.543945
	Iteration 31Q: 3 clusters Score -2720180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2720186.000000 Penalty: 4966.543945
	Iteration 32Q: 3 clusters Score -2720186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2720190.750000 Penalty: 4966.543945
	Iteration 33Q: 3 clusters Score -2720191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2720192.250000 Penalty: 4966.543945
	Iteration 34Q: 3 clusters Score -2720192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2720191.750000 Penalty: 4966.543945
	Iteration 35Q: 3 clusters Score -2720192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2720195.000000 Penalty: 4966.543945
	Iteration 36Q: 3 clusters Score -2720195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2720196.000000 Penalty: 4966.543945
	Iteration 37Q: 3 clusters Score -2720196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2720198.750000 Penalty: 4966.543945
	Iteration 38Q: 3 clusters Score -2720199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2720198.750000 Penalty: 4966.543945
	Iteration 39F: 3 clusters Score -2720199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Entering Unmasked Estep 
Score: -637785.062500 Penalty: 2127.928223
	Iteration 0F: 2 clusters Score -637785.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -633064.562500 Penalty: 4255.856445
	Iteration 0F: 3 clusters Score -633064.6 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -634228.562500 Penalty: 4255.856445
	Iteration 1F: 3 clusters Score -634228.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -634457.875000 Penalty: 4255.856445
	Iteration 2F: 3 clusters Score -634457.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -634616.875000 Penalty: 4255.856445
	Iteration 3F: 3 clusters Score -634616.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -634774.062500 Penalty: 4255.856445
	Iteration 4Q: 3 clusters Score -634774.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -634911.812500 Penalty: 4255.856445
	Iteration 5Q: 3 clusters Score -634911.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -635052.437500 Penalty: 4255.856445
	Iteration 6Q: 3 clusters Score -635052.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -635215.875000 Penalty: 4255.856445
	Iteration 7Q: 3 clusters Score -635215.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -635375.250000 Penalty: 4255.856445
	Iteration 8Q: 3 clusters Score -635375.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -635499.625000 Penalty: 4255.856445
	Iteration 9Q: 3 clusters Score -635499.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -635609.312500 Penalty: 4255.856445
	Iteration 10Q: 3 clusters Score -635609.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -635724.750000 Penalty: 4255.856445
	Iteration 11Q: 3 clusters Score -635724.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -635839.562500 Penalty: 4255.856445
	Iteration 12Q: 3 clusters Score -635839.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -635937.750000 Penalty: 4255.856445
	Iteration 13Q: 3 clusters Score -635937.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -636008.000000 Penalty: 4255.856445
	Iteration 14Q: 3 clusters Score -636008 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -636063.875000 Penalty: 4255.856445
	Iteration 15Q: 3 clusters Score -636063.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -636104.062500 Penalty: 4255.856445
	Iteration 16Q: 3 clusters Score -636104.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -636127.750000 Penalty: 4255.856445
	Iteration 17Q: 3 clusters Score -636127.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -636151.250000 Penalty: 4255.856445
	Iteration 18Q: 3 clusters Score -636151.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -636167.562500 Penalty: 4255.856445
	Iteration 19Q: 3 clusters Score -636167.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -636177.625000 Penalty: 4255.856445
	Iteration 20F: 3 clusters Score -636177.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -636180.875000 Penalty: 4255.856445
	Iteration 21Q: 3 clusters Score -636180.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -636184.562500 Penalty: 4255.856445
	Iteration 22Q: 3 clusters Score -636184.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -636188.062500 Penalty: 4255.856445
	Iteration 23Q: 3 clusters Score -636188.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -636191.937500 Penalty: 4255.856445
	Iteration 24Q: 3 clusters Score -636191.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -636193.500000 Penalty: 4255.856445
	Iteration 25Q: 3 clusters Score -636193.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -636194.375000 Penalty: 4255.856445
	Iteration 26Q: 3 clusters Score -636194.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -636195.937500 Penalty: 4255.856445
	Iteration 27Q: 3 clusters Score -636195.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -636197.937500 Penalty: 4255.856445
	Iteration 28Q: 3 clusters Score -636197.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -636199.312500 Penalty: 4255.856445
	Iteration 29Q: 3 clusters Score -636199.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -636200.625000 Penalty: 4255.856445
	Iteration 30Q: 3 clusters Score -636200.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -636200.687500 Penalty: 4255.856445
	Iteration 31Q: 3 clusters Score -636200.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -636201.437500 Penalty: 4255.856445
	Iteration 32Q: 3 clusters Score -636201.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -636201.562500 Penalty: 4255.856445
	Iteration 33Q: 3 clusters Score -636201.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -636201.562500 Penalty: 4255.856445
	Iteration 34F: 3 clusters Score -636201.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Entering Unmasked Estep 
Score: -182379.453125 Penalty: 1827.348145
	Iteration 0F: 2 clusters Score -182379.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -180010.000000 Penalty: 3654.696289
	Iteration 0F: 3 clusters Score -180010 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -180403.062500 Penalty: 3654.696289
	Iteration 1F: 3 clusters Score -180403.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -180511.687500 Penalty: 3654.696289
	Iteration 2F: 3 clusters Score -180511.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -180582.203125 Penalty: 3654.696289
	Iteration 3Q: 3 clusters Score -180582.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -180639.015625 Penalty: 3654.696289
	Iteration 4Q: 3 clusters Score -180639 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -180676.140625 Penalty: 3654.696289
	Iteration 5Q: 3 clusters Score -180676.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -180698.453125 Penalty: 3654.696289
	Iteration 6Q: 3 clusters Score -180698.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -180718.031250 Penalty: 3654.696289
	Iteration 7Q: 3 clusters Score -180718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -180734.531250 Penalty: 3654.696289
	Iteration 8Q: 3 clusters Score -180734.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -180748.671875 Penalty: 3654.696289
	Iteration 9Q: 3 clusters Score -180748.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -180765.953125 Penalty: 3654.696289
	Iteration 10Q: 3 clusters Score -180766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -180780.765625 Penalty: 3654.696289
	Iteration 11Q: 3 clusters Score -180780.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -180794.203125 Penalty: 3654.696289
	Iteration 12Q: 3 clusters Score -180794.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -180806.671875 Penalty: 3654.696289
	Iteration 13Q: 3 clusters Score -180806.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -180819.812500 Penalty: 3654.696289
	Iteration 14Q: 3 clusters Score -180819.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -180832.109375 Penalty: 3654.696289
	Iteration 15Q: 3 clusters Score -180832.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -180846.625000 Penalty: 3654.696289
	Iteration 16Q: 3 clusters Score -180846.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -180856.000000 Penalty: 3654.696289
	Iteration 17Q: 3 clusters Score -180856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -180865.671875 Penalty: 3654.696289
	Iteration 18Q: 3 clusters Score -180865.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -180871.000000 Penalty: 3654.696289
	Iteration 19Q: 3 clusters Score -180871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -180878.203125 Penalty: 3654.696289
	Iteration 20F: 3 clusters Score -180878.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -180883.640625 Penalty: 3654.696289
	Iteration 21Q: 3 clusters Score -180883.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -180891.265625 Penalty: 3654.696289
	Iteration 22Q: 3 clusters Score -180891.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -180897.656250 Penalty: 3654.696289
	Iteration 23Q: 3 clusters Score -180897.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -180901.562500 Penalty: 3654.696289
	Iteration 24Q: 3 clusters Score -180901.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -180902.375000 Penalty: 3654.696289
	Iteration 25Q: 3 clusters Score -180902.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -180903.218750 Penalty: 3654.696289
	Iteration 26Q: 3 clusters Score -180903.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -180903.218750 Penalty: 3654.696289
	Iteration 27F: 3 clusters Score -180903.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Entering Unmasked Estep 
Score: -4449976.500000 Penalty: 2607.306885
	Iteration 0F: 2 clusters Score -4449976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -4424896.500000 Penalty: 5214.613770
	Iteration 0F: 3 clusters Score -4424896 nChanged 16765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -4433982.000000 Penalty: 5214.613770
	Iteration 1F: 3 clusters Score -4433982 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -4434789.500000 Penalty: 5214.613770
	Iteration 2F: 3 clusters Score -4434790 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -4435872.500000 Penalty: 5214.613770
	Iteration 3F: 3 clusters Score -4435872 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -4437177.500000 Penalty: 5214.613770
	Iteration 4F: 3 clusters Score -4437178 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -4438732.500000 Penalty: 5214.613770
	Iteration 5F: 3 clusters Score -4438732 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -4440354.000000 Penalty: 5214.613770
	Iteration 6F: 3 clusters Score -4440354 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -4442099.000000 Penalty: 5214.613770
	Iteration 7F: 3 clusters Score -4442099 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -4443752.500000 Penalty: 5214.613770
	Iteration 8F: 3 clusters Score -4443752 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -4445168.500000 Penalty: 5214.613770
	Iteration 9Q: 3 clusters Score -4445168 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4446200.500000 Penalty: 5214.613770
	Iteration 10Q: 3 clusters Score -4446200 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4446872.500000 Penalty: 5214.613770
	Iteration 11Q: 3 clusters Score -4446872 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4447243.500000 Penalty: 5214.613770
	Iteration 12Q: 3 clusters Score -4447244 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4447415.000000 Penalty: 5214.613770
	Iteration 13Q: 3 clusters Score -4447415 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4447500.000000 Penalty: 5214.613770
	Iteration 14Q: 3 clusters Score -4447500 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4447567.500000 Penalty: 5214.613770
	Iteration 15Q: 3 clusters Score -4447568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4447592.500000 Penalty: 5214.613770
	Iteration 16Q: 3 clusters Score -4447592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4447619.500000 Penalty: 5214.613770
	Iteration 17Q: 3 clusters Score -4447620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4447638.000000 Penalty: 5214.613770
	Iteration 18Q: 3 clusters Score -4447638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4447650.000000 Penalty: 5214.613770
	Iteration 19Q: 3 clusters Score -4447650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4447655.500000 Penalty: 5214.613770
	Iteration 20F: 3 clusters Score -4447656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4447666.000000 Penalty: 5214.613770
	Iteration 21Q: 3 clusters Score -4447666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4447674.000000 Penalty: 5214.613770
	Iteration 22Q: 3 clusters Score -4447674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4447677.000000 Penalty: 5214.613770
	Iteration 23Q: 3 clusters Score -4447677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4447685.500000 Penalty: 5214.613770
	Iteration 24Q: 3 clusters Score -4447686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4447698.000000 Penalty: 5214.613770
	Iteration 25Q: 3 clusters Score -4447698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4447697.000000 Penalty: 5214.613770
	Iteration 26Q: 3 clusters Score -4447697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4447700.500000 Penalty: 5214.613770
	Iteration 27Q: 3 clusters Score -4447700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4447702.000000 Penalty: 5214.613770
	Iteration 28Q: 3 clusters Score -4447702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4447706.000000 Penalty: 5214.613770
	Iteration 29Q: 3 clusters Score -4447706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4447712.000000 Penalty: 5214.613770
	Iteration 30Q: 3 clusters Score -4447712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4447712.000000 Penalty: 5214.613770
	Iteration 31F: 3 clusters Score -4447712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Entering Unmasked Estep 
Score: -867951.500000 Penalty: 2201.521484
	Iteration 0F: 2 clusters Score -867951.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -862004.250000 Penalty: 4403.042969
	Iteration 0F: 3 clusters Score -862004.2 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -863574.375000 Penalty: 4403.042969
	Iteration 1F: 3 clusters Score -863574.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -863823.562500 Penalty: 4403.042969
	Iteration 2F: 3 clusters Score -863823.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -863989.437500 Penalty: 4403.042969
	Iteration 3F: 3 clusters Score -863989.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -864104.500000 Penalty: 4403.042969
	Iteration 4Q: 3 clusters Score -864104.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -864202.750000 Penalty: 4403.042969
	Iteration 5Q: 3 clusters Score -864202.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -864305.875000 Penalty: 4403.042969
	Iteration 6Q: 3 clusters Score -864305.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -864424.062500 Penalty: 4403.042969
	Iteration 7Q: 3 clusters Score -864424.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -864560.625000 Penalty: 4403.042969
	Iteration 8Q: 3 clusters Score -864560.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -864695.125000 Penalty: 4403.042969
	Iteration 9Q: 3 clusters Score -864695.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -864846.187500 Penalty: 4403.042969
	Iteration 10Q: 3 clusters Score -864846.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -865004.000000 Penalty: 4403.042969
	Iteration 11Q: 3 clusters Score -865004 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -865145.312500 Penalty: 4403.042969
	Iteration 12Q: 3 clusters Score -865145.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -865264.937500 Penalty: 4403.042969
	Iteration 13Q: 3 clusters Score -865264.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -865410.812500 Penalty: 4403.042969
	Iteration 14Q: 3 clusters Score -865410.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -865532.375000 Penalty: 4403.042969
	Iteration 15Q: 3 clusters Score -865532.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -865647.625000 Penalty: 4403.042969
	Iteration 16Q: 3 clusters Score -865647.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -865715.750000 Penalty: 4403.042969
	Iteration 17Q: 3 clusters Score -865715.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -865768.750000 Penalty: 4403.042969
	Iteration 18Q: 3 clusters Score -865768.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -865819.812500 Penalty: 4403.042969
	Iteration 19Q: 3 clusters Score -865819.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -865856.375000 Penalty: 4403.042969
	Iteration 20F: 3 clusters Score -865856.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -865893.687500 Penalty: 4403.042969
	Iteration 21Q: 3 clusters Score -865893.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -865918.187500 Penalty: 4403.042969
	Iteration 22Q: 3 clusters Score -865918.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -865935.687500 Penalty: 4403.042969
	Iteration 23Q: 3 clusters Score -865935.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -865948.562500 Penalty: 4403.042969
	Iteration 24Q: 3 clusters Score -865948.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -865957.687500 Penalty: 4403.042969
	Iteration 25Q: 3 clusters Score -865957.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -865963.500000 Penalty: 4403.042969
	Iteration 26Q: 3 clusters Score -865963.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -865970.375000 Penalty: 4403.042969
	Iteration 27Q: 3 clusters Score -865970.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -865980.750000 Penalty: 4403.042969
	Iteration 28Q: 3 clusters Score -865980.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -865984.625000 Penalty: 4403.042969
	Iteration 29Q: 3 clusters Score -865984.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -865988.937500 Penalty: 4403.042969
	Iteration 30Q: 3 clusters Score -865988.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -865994.375000 Penalty: 4403.042969
	Iteration 31Q: 3 clusters Score -865994.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -865996.062500 Penalty: 4403.042969
	Iteration 32Q: 3 clusters Score -865996.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -865998.000000 Penalty: 4403.042969
	Iteration 33Q: 3 clusters Score -865998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -865999.250000 Penalty: 4403.042969
	Iteration 34Q: 3 clusters Score -865999.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -866002.687500 Penalty: 4403.042969
	Iteration 35Q: 3 clusters Score -866002.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -866003.312500 Penalty: 4403.042969
	Iteration 36Q: 3 clusters Score -866003.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -866004.437500 Penalty: 4403.042969
	Iteration 37Q: 3 clusters Score -866004.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -866007.187500 Penalty: 4403.042969
	Iteration 38Q: 3 clusters Score -866007.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -866009.187500 Penalty: 4403.042969
	Iteration 39Q: 3 clusters Score -866009.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -866012.812500 Penalty: 4403.042969
	Iteration 40F: 3 clusters Score -866012.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Entering Unmasked Estep 
Score: -558484.812500 Penalty: 2092.446289
	Iteration 0F: 2 clusters Score -558484.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -554189.125000 Penalty: 4184.892578
	Iteration 0F: 3 clusters Score -554189.1 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -555235.562500 Penalty: 4184.892578
	Iteration 1F: 3 clusters Score -555235.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -555644.875000 Penalty: 4184.892578
	Iteration 2F: 3 clusters Score -555644.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -556086.000000 Penalty: 4184.892578
	Iteration 3F: 3 clusters Score -556086 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -556463.312500 Penalty: 4184.892578
	Iteration 4F: 3 clusters Score -556463.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -556822.437500 Penalty: 4184.892578
	Iteration 5F: 3 clusters Score -556822.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -557155.000000 Penalty: 4184.892578
	Iteration 6F: 3 clusters Score -557155 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -557385.687500 Penalty: 4184.892578
	Iteration 7F: 3 clusters Score -557385.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -557511.625000 Penalty: 4184.892578
	Iteration 8Q: 3 clusters Score -557511.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -557603.000000 Penalty: 4184.892578
	Iteration 9Q: 3 clusters Score -557603 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -557675.187500 Penalty: 4184.892578
	Iteration 10Q: 3 clusters Score -557675.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -557730.062500 Penalty: 4184.892578
	Iteration 11Q: 3 clusters Score -557730.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -557766.312500 Penalty: 4184.892578
	Iteration 12Q: 3 clusters Score -557766.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -557797.375000 Penalty: 4184.892578
	Iteration 13Q: 3 clusters Score -557797.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -557816.062500 Penalty: 4184.892578
	Iteration 14Q: 3 clusters Score -557816.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -557828.562500 Penalty: 4184.892578
	Iteration 15Q: 3 clusters Score -557828.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -557839.687500 Penalty: 4184.892578
	Iteration 16Q: 3 clusters Score -557839.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -557844.687500 Penalty: 4184.892578
	Iteration 17Q: 3 clusters Score -557844.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -557854.062500 Penalty: 4184.892578
	Iteration 18Q: 3 clusters Score -557854.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -557860.125000 Penalty: 4184.892578
	Iteration 19Q: 3 clusters Score -557860.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -557864.500000 Penalty: 4184.892578
	Iteration 20F: 3 clusters Score -557864.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -557865.375000 Penalty: 4184.892578
	Iteration 21Q: 3 clusters Score -557865.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -557867.875000 Penalty: 4184.892578
	Iteration 22Q: 3 clusters Score -557867.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -557868.312500 Penalty: 4184.892578
	Iteration 23Q: 3 clusters Score -557868.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -557870.187500 Penalty: 4184.892578
	Iteration 24Q: 3 clusters Score -557870.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -557870.437500 Penalty: 4184.892578
	Iteration 25Q: 3 clusters Score -557870.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -557872.750000 Penalty: 4184.892578
	Iteration 26Q: 3 clusters Score -557872.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -557875.562500 Penalty: 4184.892578
	Iteration 27Q: 3 clusters Score -557875.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -557878.312500 Penalty: 4184.892578
	Iteration 28Q: 3 clusters Score -557878.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -557880.312500 Penalty: 4184.892578
	Iteration 29Q: 3 clusters Score -557880.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -557881.937500 Penalty: 4184.892578
	Iteration 30Q: 3 clusters Score -557881.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -557882.562500 Penalty: 4184.892578
	Iteration 31Q: 3 clusters Score -557882.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -557882.562500 Penalty: 4184.892578
	Iteration 32F: 3 clusters Score -557882.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -67704.039062 Penalty: 1616.382446
	Iteration 0F: 2 clusters Score -67704.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66068.921875 Penalty: 3232.764893
	Iteration 0F: 3 clusters Score -66068.92 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -66408.195312 Penalty: 3232.764893
	Iteration 1F: 3 clusters Score -66408.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -66578.359375 Penalty: 3232.764893
	Iteration 2F: 3 clusters Score -66578.36 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -66717.742188 Penalty: 3232.764893
	Iteration 3F: 3 clusters Score -66717.74 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -66800.125000 Penalty: 3232.764893
	Iteration 4Q: 3 clusters Score -66800.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -66826.945312 Penalty: 3232.764893
	Iteration 5Q: 3 clusters Score -66826.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -66845.585938 Penalty: 3232.764893
	Iteration 6Q: 3 clusters Score -66845.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -66876.460938 Penalty: 3232.764893
	Iteration 7Q: 3 clusters Score -66876.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -66915.851562 Penalty: 3232.764893
	Iteration 8Q: 3 clusters Score -66915.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -66962.507812 Penalty: 3232.764893
	Iteration 9Q: 3 clusters Score -66962.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -67024.992188 Penalty: 3232.764893
	Iteration 10Q: 3 clusters Score -67024.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -67117.320312 Penalty: 3232.764893
	Iteration 11Q: 3 clusters Score -67117.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -67280.968750 Penalty: 3232.764893
	Iteration 12Q: 3 clusters Score -67280.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -67333.531250 Penalty: 3232.764893
	Iteration 13Q: 3 clusters Score -67333.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -67357.273438 Penalty: 3232.764893
	Iteration 14Q: 3 clusters Score -67357.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -67368.820312 Penalty: 3232.764893
	Iteration 15Q: 3 clusters Score -67368.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -67372.125000 Penalty: 3232.764893
	Iteration 16F: 3 clusters Score -67372.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -67451.250000 Penalty: 3232.764893
	Iteration 17Q: 3 clusters Score -67451.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -67463.820312 Penalty: 3232.764893
	Iteration 18Q: 3 clusters Score -67463.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -67465.867188 Penalty: 3232.764893
	Iteration 19Q: 3 clusters Score -67465.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -67466.703125 Penalty: 3232.764893
	Iteration 20F: 3 clusters Score -67466.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Entering Unmasked Estep 
Score: -194652.515625 Penalty: 1836.110229
	Iteration 0F: 2 clusters Score -194652.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -192276.968750 Penalty: 3672.220459
	Iteration 0F: 3 clusters Score -192277 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -192644.609375 Penalty: 3672.220459
	Iteration 1F: 3 clusters Score -192644.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -192732.468750 Penalty: 3672.220459
	Iteration 2F: 3 clusters Score -192732.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -192768.359375 Penalty: 3672.220459
	Iteration 3Q: 3 clusters Score -192768.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -192788.125000 Penalty: 3672.220459
	Iteration 4Q: 3 clusters Score -192788.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -192797.531250 Penalty: 3672.220459
	Iteration 5Q: 3 clusters Score -192797.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -192801.656250 Penalty: 3672.220459
	Iteration 6Q: 3 clusters Score -192801.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -192803.921875 Penalty: 3672.220459
	Iteration 7Q: 3 clusters Score -192803.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -192804.406250 Penalty: 3672.220459
	Iteration 8Q: 3 clusters Score -192804.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -192804.406250 Penalty: 3672.220459
	Iteration 9F: 3 clusters Score -192804.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -342022.125000 Penalty: 1962.643921
	Iteration 0F: 2 clusters Score -342022.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -338893.281250 Penalty: 3925.287842
	Iteration 0F: 3 clusters Score -338893.3 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -339471.125000 Penalty: 3925.287842
	Iteration 1F: 3 clusters Score -339471.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -339601.500000 Penalty: 3925.287842
	Iteration 2F: 3 clusters Score -339601.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -339678.375000 Penalty: 3925.287842
	Iteration 3Q: 3 clusters Score -339678.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -339726.156250 Penalty: 3925.287842
	Iteration 4Q: 3 clusters Score -339726.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -339754.468750 Penalty: 3925.287842
	Iteration 5Q: 3 clusters Score -339754.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -339767.375000 Penalty: 3925.287842
	Iteration 6Q: 3 clusters Score -339767.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -339779.125000 Penalty: 3925.287842
	Iteration 7Q: 3 clusters Score -339779.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -339790.062500 Penalty: 3925.287842
	Iteration 8Q: 3 clusters Score -339790.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -339803.000000 Penalty: 3925.287842
	Iteration 9Q: 3 clusters Score -339803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -339810.687500 Penalty: 3925.287842
	Iteration 10Q: 3 clusters Score -339810.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -339815.875000 Penalty: 3925.287842
	Iteration 11Q: 3 clusters Score -339815.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -339823.531250 Penalty: 3925.287842
	Iteration 12Q: 3 clusters Score -339823.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -339829.031250 Penalty: 3925.287842
	Iteration 13Q: 3 clusters Score -339829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -339835.437500 Penalty: 3925.287842
	Iteration 14Q: 3 clusters Score -339835.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -339840.093750 Penalty: 3925.287842
	Iteration 15Q: 3 clusters Score -339840.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -339842.312500 Penalty: 3925.287842
	Iteration 16Q: 3 clusters Score -339842.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -339845.093750 Penalty: 3925.287842
	Iteration 17Q: 3 clusters Score -339845.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -339849.250000 Penalty: 3925.287842
	Iteration 18Q: 3 clusters Score -339849.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -339853.906250 Penalty: 3925.287842
	Iteration 19Q: 3 clusters Score -339853.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -339858.468750 Penalty: 3925.287842
	Iteration 20F: 3 clusters Score -339858.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -339860.750000 Penalty: 3925.287842
	Iteration 21Q: 3 clusters Score -339860.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -339862.187500 Penalty: 3925.287842
	Iteration 22Q: 3 clusters Score -339862.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -339864.281250 Penalty: 3925.287842
	Iteration 23Q: 3 clusters Score -339864.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -339865.875000 Penalty: 3925.287842
	Iteration 24Q: 3 clusters Score -339865.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -339867.250000 Penalty: 3925.287842
	Iteration 25Q: 3 clusters Score -339867.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -339869.031250 Penalty: 3925.287842
	Iteration 26Q: 3 clusters Score -339869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -339871.281250 Penalty: 3925.287842
	Iteration 27Q: 3 clusters Score -339871.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -339871.687500 Penalty: 3925.287842
	Iteration 28Q: 3 clusters Score -339871.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -339873.625000 Penalty: 3925.287842
	Iteration 29Q: 3 clusters Score -339873.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -339873.812500 Penalty: 3925.287842
	Iteration 30Q: 3 clusters Score -339873.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -339875.000000 Penalty: 3925.287842
	Iteration 31Q: 3 clusters Score -339875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -339876.093750 Penalty: 3925.287842
	Iteration 32Q: 3 clusters Score -339876.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -339878.343750 Penalty: 3925.287842
	Iteration 33Q: 3 clusters Score -339878.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -339879.375000 Penalty: 3925.287842
	Iteration 34Q: 3 clusters Score -339879.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -339883.218750 Penalty: 3925.287842
	Iteration 35Q: 3 clusters Score -339883.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -339886.218750 Penalty: 3925.287842
	Iteration 36Q: 3 clusters Score -339886.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -339887.437500 Penalty: 3925.287842
	Iteration 37Q: 3 clusters Score -339887.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -339887.437500 Penalty: 3925.287842
	Iteration 38Q: 3 clusters Score -339887.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -339887.437500 Penalty: 3925.287842
	Iteration 39F: 3 clusters Score -339887.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Entering Unmasked Estep 
Score: -5112106.000000 Penalty: 2642.082520
	Iteration 0F: 2 clusters Score -5112106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -5083443.000000 Penalty: 5284.165039
	Iteration 0F: 3 clusters Score -5083443 nChanged 19393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -5094624.500000 Penalty: 5284.165039
	Iteration 1F: 3 clusters Score -5094624 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -5095828.500000 Penalty: 5284.165039
	Iteration 2F: 3 clusters Score -5095828 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -5097550.000000 Penalty: 5284.165039
	Iteration 3F: 3 clusters Score -5097550 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -5099818.000000 Penalty: 5284.165039
	Iteration 4F: 3 clusters Score -5099818 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -5102673.000000 Penalty: 5284.165039
	Iteration 5F: 3 clusters Score -5102673 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -5105824.500000 Penalty: 5284.165039
	Iteration 6F: 3 clusters Score -5105824 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -5108456.500000 Penalty: 5284.165039
	Iteration 7F: 3 clusters Score -5108456 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -5110145.000000 Penalty: 5284.165039
	Iteration 8Q: 3 clusters Score -5110145 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -5110721.500000 Penalty: 5284.165039
	Iteration 9Q: 3 clusters Score -5110722 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5110925.000000 Penalty: 5284.165039
	Iteration 10Q: 3 clusters Score -5110925 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -5111052.000000 Penalty: 5284.165039
	Iteration 11Q: 3 clusters Score -5111052 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5111145.000000 Penalty: 5284.165039
	Iteration 12Q: 3 clusters Score -5111145 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5111183.500000 Penalty: 5284.165039
	Iteration 13Q: 3 clusters Score -5111184 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5111214.500000 Penalty: 5284.165039
	Iteration 14Q: 3 clusters Score -5111214 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5111239.500000 Penalty: 5284.165039
	Iteration 15Q: 3 clusters Score -5111240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5111252.000000 Penalty: 5284.165039
	Iteration 16Q: 3 clusters Score -5111252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5111260.500000 Penalty: 5284.165039
	Iteration 17Q: 3 clusters Score -5111260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5111267.000000 Penalty: 5284.165039
	Iteration 18Q: 3 clusters Score -5111267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5111266.000000 Penalty: 5284.165039
	Iteration 19Q: 3 clusters Score -5111266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -5111262.500000 Penalty: 5284.165039
	Iteration 20F: 3 clusters Score -5111262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5111266.000000 Penalty: 5284.165039
	Iteration 21Q: 3 clusters Score -5111266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5111267.500000 Penalty: 5284.165039
	Iteration 22Q: 3 clusters Score -5111268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5111271.500000 Penalty: 5284.165039
	Iteration 23Q: 3 clusters Score -5111272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5111278.000000 Penalty: 5284.165039
	Iteration 24Q: 3 clusters Score -5111278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5111281.500000 Penalty: 5284.165039
	Iteration 25Q: 3 clusters Score -5111282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5111286.500000 Penalty: 5284.165039
	Iteration 26Q: 3 clusters Score -5111286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5111283.500000 Penalty: 5284.165039
	Iteration 27Q: 3 clusters Score -5111284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5111286.500000 Penalty: 5284.165039
	Iteration 28Q: 3 clusters Score -5111286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5111286.500000 Penalty: 5284.165039
	Iteration 29F: 3 clusters Score -5111286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Entering Unmasked Estep 
Score: -695266.500000 Penalty: 2166.250732
	Iteration 0F: 2 clusters Score -695266.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -689965.562500 Penalty: 4332.501465
	Iteration 0F: 3 clusters Score -689965.6 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -691576.937500 Penalty: 4332.501465
	Iteration 1F: 3 clusters Score -691576.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -692212.187500 Penalty: 4332.501465
	Iteration 2F: 3 clusters Score -692212.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -692911.000000 Penalty: 4332.501465
	Iteration 3F: 3 clusters Score -692911 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -693401.000000 Penalty: 4332.501465
	Iteration 4F: 3 clusters Score -693401 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -693784.937500 Penalty: 4332.501465
	Iteration 5F: 3 clusters Score -693784.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -694021.937500 Penalty: 4332.501465
	Iteration 6Q: 3 clusters Score -694021.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -694183.687500 Penalty: 4332.501465
	Iteration 7Q: 3 clusters Score -694183.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -694318.312500 Penalty: 4332.501465
	Iteration 8Q: 3 clusters Score -694318.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -694432.750000 Penalty: 4332.501465
	Iteration 9Q: 3 clusters Score -694432.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -694543.125000 Penalty: 4332.501465
	Iteration 10Q: 3 clusters Score -694543.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -694623.312500 Penalty: 4332.501465
	Iteration 11Q: 3 clusters Score -694623.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -694705.125000 Penalty: 4332.501465
	Iteration 12Q: 3 clusters Score -694705.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -694779.437500 Penalty: 4332.501465
	Iteration 13Q: 3 clusters Score -694779.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -694848.250000 Penalty: 4332.501465
	Iteration 14Q: 3 clusters Score -694848.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -694911.687500 Penalty: 4332.501465
	Iteration 15Q: 3 clusters Score -694911.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -694979.187500 Penalty: 4332.501465
	Iteration 16Q: 3 clusters Score -694979.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -695026.125000 Penalty: 4332.501465
	Iteration 17Q: 3 clusters Score -695026.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -695066.000000 Penalty: 4332.501465
	Iteration 18Q: 3 clusters Score -695066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -695084.500000 Penalty: 4332.501465
	Iteration 19Q: 3 clusters Score -695084.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -695095.187500 Penalty: 4332.501465
	Iteration 20F: 3 clusters Score -695095.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -695107.687500 Penalty: 4332.501465
	Iteration 21Q: 3 clusters Score -695107.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -695113.312500 Penalty: 4332.501465
	Iteration 22Q: 3 clusters Score -695113.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -695122.375000 Penalty: 4332.501465
	Iteration 23Q: 3 clusters Score -695122.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -695134.562500 Penalty: 4332.501465
	Iteration 24Q: 3 clusters Score -695134.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -695143.875000 Penalty: 4332.501465
	Iteration 25Q: 3 clusters Score -695143.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -695150.625000 Penalty: 4332.501465
	Iteration 26Q: 3 clusters Score -695150.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -695154.812500 Penalty: 4332.501465
	Iteration 27Q: 3 clusters Score -695154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -695155.437500 Penalty: 4332.501465
	Iteration 28Q: 3 clusters Score -695155.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -695155.437500 Penalty: 4332.501465
	Iteration 29F: 3 clusters Score -695155.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Entering Unmasked Estep 
Score: -401823.468750 Penalty: 2027.116699
	Iteration 0F: 2 clusters Score -401823.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -398208.250000 Penalty: 4054.233398
	Iteration 0F: 3 clusters Score -398208.2 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -399018.625000 Penalty: 4054.233398
	Iteration 1F: 3 clusters Score -399018.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -399237.000000 Penalty: 4054.233398
	Iteration 2F: 3 clusters Score -399237 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -399365.843750 Penalty: 4054.233398
	Iteration 3Q: 3 clusters Score -399365.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -399503.812500 Penalty: 4054.233398
	Iteration 4Q: 3 clusters Score -399503.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -399723.250000 Penalty: 4054.233398
	Iteration 5Q: 3 clusters Score -399723.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -399986.250000 Penalty: 4054.233398
	Iteration 6F: 3 clusters Score -399986.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -400150.000000 Penalty: 4054.233398
	Iteration 7Q: 3 clusters Score -400150 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -400293.187500 Penalty: 4054.233398
	Iteration 8Q: 3 clusters Score -400293.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -400420.718750 Penalty: 4054.233398
	Iteration 9Q: 3 clusters Score -400420.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -400522.062500 Penalty: 4054.233398
	Iteration 10Q: 3 clusters Score -400522.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -400607.875000 Penalty: 4054.233398
	Iteration 11Q: 3 clusters Score -400607.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -400679.562500 Penalty: 4054.233398
	Iteration 12Q: 3 clusters Score -400679.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -400745.812500 Penalty: 4054.233398
	Iteration 13Q: 3 clusters Score -400745.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -400792.312500 Penalty: 4054.233398
	Iteration 14Q: 3 clusters Score -400792.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -400839.937500 Penalty: 4054.233398
	Iteration 15Q: 3 clusters Score -400839.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -400887.375000 Penalty: 4054.233398
	Iteration 16Q: 3 clusters Score -400887.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -400927.218750 Penalty: 4054.233398
	Iteration 17Q: 3 clusters Score -400927.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -400960.625000 Penalty: 4054.233398
	Iteration 18Q: 3 clusters Score -400960.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -400986.781250 Penalty: 4054.233398
	Iteration 19Q: 3 clusters Score -400986.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -401000.218750 Penalty: 4054.233398
	Iteration 20F: 3 clusters Score -401000.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -401008.093750 Penalty: 4054.233398
	Iteration 21Q: 3 clusters Score -401008.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -401011.031250 Penalty: 4054.233398
	Iteration 22Q: 3 clusters Score -401011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -401015.125000 Penalty: 4054.233398
	Iteration 23Q: 3 clusters Score -401015.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -401021.781250 Penalty: 4054.233398
	Iteration 24Q: 3 clusters Score -401021.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -401030.593750 Penalty: 4054.233398
	Iteration 25Q: 3 clusters Score -401030.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -401037.687500 Penalty: 4054.233398
	Iteration 26Q: 3 clusters Score -401037.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -401041.343750 Penalty: 4054.233398
	Iteration 27Q: 3 clusters Score -401041.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -401045.718750 Penalty: 4054.233398
	Iteration 28Q: 3 clusters Score -401045.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -401046.937500 Penalty: 4054.233398
	Iteration 29Q: 3 clusters Score -401046.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -401050.312500 Penalty: 4054.233398
	Iteration 30Q: 3 clusters Score -401050.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -401053.875000 Penalty: 4054.233398
	Iteration 31Q: 3 clusters Score -401053.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -401058.531250 Penalty: 4054.233398
	Iteration 32Q: 3 clusters Score -401058.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -401060.156250 Penalty: 4054.233398
	Iteration 33Q: 3 clusters Score -401060.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -401060.187500 Penalty: 4054.233398
	Iteration 34Q: 3 clusters Score -401060.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -401060.187500 Penalty: 4054.233398
	Iteration 35F: 3 clusters Score -401060.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Entering Unmasked Estep 
Score: -5972958.500000 Penalty: 2688.963867
	Iteration 0F: 2 clusters Score -5972958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -5938712.000000 Penalty: 5377.927734
	Iteration 0F: 3 clusters Score -5938712 nChanged 23628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -5951876.000000 Penalty: 5377.927734
	Iteration 1F: 3 clusters Score -5951876 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -5952568.500000 Penalty: 5377.927734
	Iteration 2Q: 3 clusters Score -5952568 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -5953652.000000 Penalty: 5377.927734
	Iteration 3Q: 3 clusters Score -5953652 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -5955427.500000 Penalty: 5377.927734
	Iteration 4F: 3 clusters Score -5955428 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -5958149.000000 Penalty: 5377.927734
	Iteration 5F: 3 clusters Score -5958149 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -5961812.500000 Penalty: 5377.927734
	Iteration 6F: 3 clusters Score -5961812 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -5965642.500000 Penalty: 5377.927734
	Iteration 7F: 3 clusters Score -5965642 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -5968475.000000 Penalty: 5377.927734
	Iteration 8F: 3 clusters Score -5968475 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50069 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5969892.000000 Penalty: 5377.927734
	Iteration 9Q: 3 clusters Score -5969892 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50605 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5970414.500000 Penalty: 5377.927734
	Iteration 10Q: 3 clusters Score -5970414 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5970605.500000 Penalty: 5377.927734
	Iteration 11Q: 3 clusters Score -5970606 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5970701.500000 Penalty: 5377.927734
	Iteration 12Q: 3 clusters Score -5970702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5970739.500000 Penalty: 5377.927734
	Iteration 13Q: 3 clusters Score -5970740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50898 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5970766.000000 Penalty: 5377.927734
	Iteration 14Q: 3 clusters Score -5970766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5970764.000000 Penalty: 5377.927734
	Iteration 15Q: 3 clusters Score -5970764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5970765.500000 Penalty: 5377.927734
	Iteration 16Q: 3 clusters Score -5970766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50909 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5970767.500000 Penalty: 5377.927734
	Iteration 17Q: 3 clusters Score -5970768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50908 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5970769.000000 Penalty: 5377.927734
	Iteration 18Q: 3 clusters Score -5970769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50908 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5970769.000000 Penalty: 5377.927734
	Iteration 19F: 3 clusters Score -5970769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Entering Unmasked Estep 
Score: -1732450.625000 Penalty: 2375.163574
	Iteration 0F: 2 clusters Score -1732451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1721903.000000 Penalty: 4750.327148
	Iteration 0F: 3 clusters Score -1721903 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1725157.625000 Penalty: 4750.327148
	Iteration 1F: 3 clusters Score -1725158 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1725513.000000 Penalty: 4750.327148
	Iteration 2F: 3 clusters Score -1725513 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1725846.750000 Penalty: 4750.327148
	Iteration 3Q: 3 clusters Score -1725847 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1726218.875000 Penalty: 4750.327148
	Iteration 4Q: 3 clusters Score -1726219 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1726639.375000 Penalty: 4750.327148
	Iteration 5F: 3 clusters Score -1726639 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1727189.250000 Penalty: 4750.327148
	Iteration 6F: 3 clusters Score -1727189 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1727884.750000 Penalty: 4750.327148
	Iteration 7F: 3 clusters Score -1727885 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1728636.125000 Penalty: 4750.327148
	Iteration 8F: 3 clusters Score -1728636 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1729302.625000 Penalty: 4750.327148
	Iteration 9F: 3 clusters Score -1729303 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1729766.875000 Penalty: 4750.327148
	Iteration 10Q: 3 clusters Score -1729767 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1730044.500000 Penalty: 4750.327148
	Iteration 11Q: 3 clusters Score -1730044 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1730199.875000 Penalty: 4750.327148
	Iteration 12Q: 3 clusters Score -1730200 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1730291.875000 Penalty: 4750.327148
	Iteration 13Q: 3 clusters Score -1730292 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1730346.000000 Penalty: 4750.327148
	Iteration 14Q: 3 clusters Score -1730346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1730369.625000 Penalty: 4750.327148
	Iteration 15Q: 3 clusters Score -1730370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1730392.375000 Penalty: 4750.327148
	Iteration 16Q: 3 clusters Score -1730392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1730414.750000 Penalty: 4750.327148
	Iteration 17Q: 3 clusters Score -1730415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1730418.000000 Penalty: 4750.327148
	Iteration 18Q: 3 clusters Score -1730418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1730422.875000 Penalty: 4750.327148
	Iteration 19Q: 3 clusters Score -1730423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1730424.000000 Penalty: 4750.327148
	Iteration 20F: 3 clusters Score -1730424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1730423.750000 Penalty: 4750.327148
	Iteration 21Q: 3 clusters Score -1730424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1730423.750000 Penalty: 4750.327148
	Iteration 22F: 3 clusters Score -1730424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (171905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171905 members 
Entering Unmasked Estep 
Score: -20450614.000000 Penalty: 2989.564941
	Iteration 0F: 2 clusters Score -2.045061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85913 members 
Mstep: Class 2 contains 85992 members 
Entering Unmasked Estep 
Score: -20339386.000000 Penalty: 5979.129883
	Iteration 0F: 3 clusters Score -2.033939e+07 nChanged 82012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85247 members 
Mstep: Class 2 contains 86658 members 
Entering Unmasked Estep 
Score: -20387278.000000 Penalty: 5979.129883
	Iteration 1F: 3 clusters Score -2.038728e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85073 members 
Mstep: Class 2 contains 86832 members 
Entering Unmasked Estep 
Score: -20388144.000000 Penalty: 5979.129883
	Iteration 2Q: 3 clusters Score -2.038814e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84875 members 
Mstep: Class 2 contains 87030 members 
Entering Unmasked Estep 
Score: -20389054.000000 Penalty: 5979.129883
	Iteration 3Q: 3 clusters Score -2.038905e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84497 members 
Mstep: Class 2 contains 87408 members 
Entering Unmasked Estep 
Score: -20390162.000000 Penalty: 5979.129883
	Iteration 4Q: 3 clusters Score -2.039016e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83839 members 
Mstep: Class 2 contains 88066 members 
Entering Unmasked Estep 
Score: -20391266.000000 Penalty: 5979.129883
	Iteration 5Q: 3 clusters Score -2.039127e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82740 members 
Mstep: Class 2 contains 89165 members 
Entering Unmasked Estep 
Score: -20392592.000000 Penalty: 5979.129883
	Iteration 6Q: 3 clusters Score -2.039259e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81156 members 
Mstep: Class 2 contains 90749 members 
Entering Unmasked Estep 
Score: -20394406.000000 Penalty: 5979.129883
	Iteration 7Q: 3 clusters Score -2.039441e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78854 members 
Mstep: Class 2 contains 93051 members 
Entering Unmasked Estep 
Score: -20397028.000000 Penalty: 5979.129883
	Iteration 8Q: 3 clusters Score -2.039703e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75779 members 
Mstep: Class 2 contains 96126 members 
Entering Unmasked Estep 
Score: -20400892.000000 Penalty: 5979.129883
	Iteration 9Q: 3 clusters Score -2.040089e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71929 members 
Mstep: Class 2 contains 99976 members 
Entering Unmasked Estep 
Score: -20407118.000000 Penalty: 5979.129883
	Iteration 10F: 3 clusters Score -2.040712e+07 nChanged 10328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68085 members 
Mstep: Class 2 contains 103820 members 
Entering Unmasked Estep 
Score: -20414336.000000 Penalty: 5979.129883
	Iteration 11F: 3 clusters Score -2.041434e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64945 members 
Mstep: Class 2 contains 106960 members 
Entering Unmasked Estep 
Score: -20420954.000000 Penalty: 5979.129883
	Iteration 12F: 3 clusters Score -2.042095e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 109281 members 
Entering Unmasked Estep 
Score: -20424854.000000 Penalty: 5979.129883
	Iteration 13Q: 3 clusters Score -2.042485e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 111294 members 
Entering Unmasked Estep 
Score: -20426564.000000 Penalty: 5979.129883
	Iteration 14Q: 3 clusters Score -2.042656e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 113250 members 
Entering Unmasked Estep 
Score: -20427466.000000 Penalty: 5979.129883
	Iteration 15Q: 3 clusters Score -2.042747e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56596 members 
Mstep: Class 2 contains 115309 members 
Entering Unmasked Estep 
Score: -20428232.000000 Penalty: 5979.129883
	Iteration 16Q: 3 clusters Score -2.042823e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 117498 members 
Entering Unmasked Estep 
Score: -20429126.000000 Penalty: 5979.129883
	Iteration 17Q: 3 clusters Score -2.042913e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52068 members 
Mstep: Class 2 contains 119837 members 
Entering Unmasked Estep 
Score: -20429950.000000 Penalty: 5979.129883
	Iteration 18Q: 3 clusters Score -2.042995e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49652 members 
Mstep: Class 2 contains 122253 members 
Entering Unmasked Estep 
Score: -20430744.000000 Penalty: 5979.129883
	Iteration 19Q: 3 clusters Score -2.043074e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 124730 members 
Entering Unmasked Estep 
Score: -20431564.000000 Penalty: 5979.129883
	Iteration 20F: 3 clusters Score -2.043156e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 127295 members 
Entering Unmasked Estep 
Score: -20432412.000000 Penalty: 5979.129883
	Iteration 21Q: 3 clusters Score -2.043241e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 129984 members 
Entering Unmasked Estep 
Score: -20433350.000000 Penalty: 5979.129883
	Iteration 22Q: 3 clusters Score -2.043335e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 132737 members 
Entering Unmasked Estep 
Score: -20434452.000000 Penalty: 5979.129883
	Iteration 23Q: 3 clusters Score -2.043445e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 135435 members 
Entering Unmasked Estep 
Score: -20435314.000000 Penalty: 5979.129883
	Iteration 24Q: 3 clusters Score -2.043531e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 138083 members 
Entering Unmasked Estep 
Score: -20436358.000000 Penalty: 5979.129883
	Iteration 25Q: 3 clusters Score -2.043636e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 140754 members 
Entering Unmasked Estep 
Score: -20437394.000000 Penalty: 5979.129883
	Iteration 26Q: 3 clusters Score -2.043739e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 143481 members 
Entering Unmasked Estep 
Score: -20438584.000000 Penalty: 5979.129883
	Iteration 27Q: 3 clusters Score -2.043858e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 146188 members 
Entering Unmasked Estep 
Score: -20439748.000000 Penalty: 5979.129883
	Iteration 28Q: 3 clusters Score -2.043975e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 148849 members 
Entering Unmasked Estep 
Score: -20440966.000000 Penalty: 5979.129883
	Iteration 29Q: 3 clusters Score -2.044097e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 151445 members 
Entering Unmasked Estep 
Score: -20442130.000000 Penalty: 5979.129883
	Iteration 30Q: 3 clusters Score -2.044213e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 154006 members 
Entering Unmasked Estep 
Score: -20443054.000000 Penalty: 5979.129883
	Iteration 31Q: 3 clusters Score -2.044305e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 156335 members 
Entering Unmasked Estep 
Score: -20444092.000000 Penalty: 5979.129883
	Iteration 32Q: 3 clusters Score -2.044409e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 158402 members 
Entering Unmasked Estep 
Score: -20445246.000000 Penalty: 5979.129883
	Iteration 33Q: 3 clusters Score -2.044525e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 160260 members 
Entering Unmasked Estep 
Score: -20446198.000000 Penalty: 5979.129883
	Iteration 34Q: 3 clusters Score -2.04462e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 161850 members 
Entering Unmasked Estep 
Score: -20447036.000000 Penalty: 5979.129883
	Iteration 35Q: 3 clusters Score -2.044704e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 163130 members 
Entering Unmasked Estep 
Score: -20447738.000000 Penalty: 5979.129883
	Iteration 36Q: 3 clusters Score -2.044774e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 164171 members 
Entering Unmasked Estep 
Score: -20448140.000000 Penalty: 5979.129883
	Iteration 37Q: 3 clusters Score -2.044814e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 165025 members 
Entering Unmasked Estep 
Score: -20448386.000000 Penalty: 5979.129883
	Iteration 38Q: 3 clusters Score -2.044839e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 165732 members 
Entering Unmasked Estep 
Score: -20448560.000000 Penalty: 5979.129883
	Iteration 39Q: 3 clusters Score -2.044856e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 166273 members 
Entering Unmasked Estep 
Score: -20448652.000000 Penalty: 5979.129883
	Iteration 40F: 3 clusters Score -2.044865e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 166668 members 
Entering Unmasked Estep 
Score: -20448786.000000 Penalty: 5979.129883
	Iteration 41Q: 3 clusters Score -2.044879e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 167015 members 
Entering Unmasked Estep 
Score: -20448922.000000 Penalty: 5979.129883
	Iteration 42Q: 3 clusters Score -2.044892e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 167314 members 
Entering Unmasked Estep 
Score: -20449016.000000 Penalty: 5979.129883
	Iteration 43Q: 3 clusters Score -2.044902e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 167573 members 
Entering Unmasked Estep 
Score: -20449094.000000 Penalty: 5979.129883
	Iteration 44Q: 3 clusters Score -2.044909e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 167806 members 
Entering Unmasked Estep 
Score: -20449086.000000 Penalty: 5979.129883
	Iteration 45Q: 3 clusters Score -2.044909e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 167976 members 
Entering Unmasked Estep 
Score: -20449124.000000 Penalty: 5979.129883
	Iteration 46Q: 3 clusters Score -2.044912e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 168122 members 
Entering Unmasked Estep 
Score: -20449132.000000 Penalty: 5979.129883
	Iteration 47Q: 3 clusters Score -2.044913e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 168259 members 
Entering Unmasked Estep 
Score: -20449132.000000 Penalty: 5979.129883
	Iteration 48Q: 3 clusters Score -2.044913e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 168391 members 
Entering Unmasked Estep 
Score: -20449140.000000 Penalty: 5979.129883
	Iteration 49Q: 3 clusters Score -2.044914e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 168505 members 
Entering Unmasked Estep 
Score: -20449150.000000 Penalty: 5979.129883
	Iteration 50Q: 3 clusters Score -2.044915e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 168586 members 
Entering Unmasked Estep 
Score: -20449150.000000 Penalty: 5979.129883
	Iteration 51Q: 3 clusters Score -2.044915e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 168648 members 
Entering Unmasked Estep 
Score: -20449132.000000 Penalty: 5979.129883
	Iteration 52Q: 3 clusters Score -2.044913e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 168697 members 
Entering Unmasked Estep 
Score: -20449134.000000 Penalty: 5979.129883
	Iteration 53Q: 3 clusters Score -2.044913e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 168734 members 
Entering Unmasked Estep 
Score: -20449112.000000 Penalty: 5979.129883
	Iteration 54Q: 3 clusters Score -2.044911e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 168758 members 
Entering Unmasked Estep 
Score: -20449118.000000 Penalty: 5979.129883
	Iteration 55Q: 3 clusters Score -2.044912e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 168777 members 
Entering Unmasked Estep 
Score: -20449134.000000 Penalty: 5979.129883
	Iteration 56Q: 3 clusters Score -2.044913e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 168788 members 
Entering Unmasked Estep 
Score: -20449110.000000 Penalty: 5979.129883
	Iteration 57Q: 3 clusters Score -2.044911e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 168803 members 
Entering Unmasked Estep 
Score: -20449102.000000 Penalty: 5979.129883
	Iteration 58Q: 3 clusters Score -2.04491e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 168823 members 
Entering Unmasked Estep 
Score: -20449106.000000 Penalty: 5979.129883
	Iteration 59Q: 3 clusters Score -2.044911e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 168839 members 
Entering Unmasked Estep 
Score: -20449110.000000 Penalty: 5979.129883
	Iteration 60F: 3 clusters Score -2.044911e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 168854 members 
Entering Unmasked Estep 
Score: -20449126.000000 Penalty: 5979.129883
	Iteration 61Q: 3 clusters Score -2.044913e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 168869 members 
Entering Unmasked Estep 
Score: -20449112.000000 Penalty: 5979.129883
	Iteration 62Q: 3 clusters Score -2.044911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 168879 members 
Entering Unmasked Estep 
Score: -20449106.000000 Penalty: 5979.129883
	Iteration 63Q: 3 clusters Score -2.044911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 168889 members 
Entering Unmasked Estep 
Score: -20449098.000000 Penalty: 5979.129883
	Iteration 64Q: 3 clusters Score -2.04491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 168898 members 
Entering Unmasked Estep 
Score: -20449098.000000 Penalty: 5979.129883
	Iteration 65Q: 3 clusters Score -2.04491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 168903 members 
Entering Unmasked Estep 
Score: -20449096.000000 Penalty: 5979.129883
	Iteration 66Q: 3 clusters Score -2.04491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 168913 members 
Entering Unmasked Estep 
Score: -20449104.000000 Penalty: 5979.129883
	Iteration 67Q: 3 clusters Score -2.04491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 168920 members 
Entering Unmasked Estep 
Score: -20449100.000000 Penalty: 5979.129883
	Iteration 68Q: 3 clusters Score -2.04491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 168929 members 
Entering Unmasked Estep 
Score: -20449096.000000 Penalty: 5979.129883
	Iteration 69Q: 3 clusters Score -2.04491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 168933 members 
Entering Unmasked Estep 
Score: -20449090.000000 Penalty: 5979.129883
	Iteration 70Q: 3 clusters Score -2.044909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 168938 members 
Entering Unmasked Estep 
Score: -20449104.000000 Penalty: 5979.129883
	Iteration 71Q: 3 clusters Score -2.04491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 168941 members 
Entering Unmasked Estep 
Score: -20449096.000000 Penalty: 5979.129883
	Iteration 72Q: 3 clusters Score -2.04491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 168942 members 
Entering Unmasked Estep 
Score: -20449096.000000 Penalty: 5979.129883
	Iteration 73Q: 3 clusters Score -2.04491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 168944 members 
Entering Unmasked Estep 
Score: -20449090.000000 Penalty: 5979.129883
	Iteration 74Q: 3 clusters Score -2.044909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 168949 members 
Entering Unmasked Estep 
Score: -20449102.000000 Penalty: 5979.129883
	Iteration 75Q: 3 clusters Score -2.04491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 168951 members 
Entering Unmasked Estep 
Score: -20449108.000000 Penalty: 5979.129883
	Iteration 76Q: 3 clusters Score -2.044911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 168955 members 
Entering Unmasked Estep 
Score: -20449104.000000 Penalty: 5979.129883
	Iteration 77Q: 3 clusters Score -2.04491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 168958 members 
Entering Unmasked Estep 
Score: -20449102.000000 Penalty: 5979.129883
	Iteration 78Q: 3 clusters Score -2.04491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 168959 members 
Entering Unmasked Estep 
Score: -20449094.000000 Penalty: 5979.129883
	Iteration 79Q: 3 clusters Score -2.044909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 168961 members 
Entering Unmasked Estep 
Score: -20449092.000000 Penalty: 5979.129883
	Iteration 80F: 3 clusters Score -2.044909e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Entering Unmasked Estep 
Score: -4269847.500000 Penalty: 2598.430420
	Iteration 0F: 2 clusters Score -4269848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -4245722.000000 Penalty: 5196.860840
	Iteration 0F: 3 clusters Score -4245722 nChanged 16028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -4254505.000000 Penalty: 5196.860840
	Iteration 1F: 3 clusters Score -4254505 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -4255010.000000 Penalty: 5196.860840
	Iteration 2Q: 3 clusters Score -4255010 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -4255688.500000 Penalty: 5196.860840
	Iteration 3Q: 3 clusters Score -4255688 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -4256654.000000 Penalty: 5196.860840
	Iteration 4Q: 3 clusters Score -4256654 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -4258028.500000 Penalty: 5196.860840
	Iteration 5F: 3 clusters Score -4258028 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -4259489.500000 Penalty: 5196.860840
	Iteration 6F: 3 clusters Score -4259490 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -4260866.500000 Penalty: 5196.860840
	Iteration 7F: 3 clusters Score -4260866 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -4262009.500000 Penalty: 5196.860840
	Iteration 8F: 3 clusters Score -4262010 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -4263018.500000 Penalty: 5196.860840
	Iteration 9F: 3 clusters Score -4263018 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -4263845.000000 Penalty: 5196.860840
	Iteration 10Q: 3 clusters Score -4263845 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -4264461.000000 Penalty: 5196.860840
	Iteration 11Q: 3 clusters Score -4264461 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -4264842.000000 Penalty: 5196.860840
	Iteration 12Q: 3 clusters Score -4264842 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -4265153.000000 Penalty: 5196.860840
	Iteration 13Q: 3 clusters Score -4265153 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -4265312.500000 Penalty: 5196.860840
	Iteration 14Q: 3 clusters Score -4265312 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -4265472.500000 Penalty: 5196.860840
	Iteration 15Q: 3 clusters Score -4265472 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -4265564.000000 Penalty: 5196.860840
	Iteration 16Q: 3 clusters Score -4265564 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -4265617.500000 Penalty: 5196.860840
	Iteration 17Q: 3 clusters Score -4265618 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -4265675.000000 Penalty: 5196.860840
	Iteration 18Q: 3 clusters Score -4265675 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -4265696.500000 Penalty: 5196.860840
	Iteration 19Q: 3 clusters Score -4265696 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -4265722.500000 Penalty: 5196.860840
	Iteration 20F: 3 clusters Score -4265722 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -4265729.500000 Penalty: 5196.860840
	Iteration 21Q: 3 clusters Score -4265730 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -4265745.500000 Penalty: 5196.860840
	Iteration 22Q: 3 clusters Score -4265746 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -4265758.500000 Penalty: 5196.860840
	Iteration 23Q: 3 clusters Score -4265758 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -4265767.500000 Penalty: 5196.860840
	Iteration 24Q: 3 clusters Score -4265768 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -4265791.500000 Penalty: 5196.860840
	Iteration 25Q: 3 clusters Score -4265792 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -4265790.000000 Penalty: 5196.860840
	Iteration 26Q: 3 clusters Score -4265790 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -4265809.500000 Penalty: 5196.860840
	Iteration 27Q: 3 clusters Score -4265810 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -4265820.500000 Penalty: 5196.860840
	Iteration 28Q: 3 clusters Score -4265820 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -4265812.500000 Penalty: 5196.860840
	Iteration 29Q: 3 clusters Score -4265812 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -4265822.000000 Penalty: 5196.860840
	Iteration 30Q: 3 clusters Score -4265822 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -4265822.500000 Penalty: 5196.860840
	Iteration 31Q: 3 clusters Score -4265822 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -4265827.500000 Penalty: 5196.860840
	Iteration 32Q: 3 clusters Score -4265828 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -4265829.500000 Penalty: 5196.860840
	Iteration 33Q: 3 clusters Score -4265830 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -4265838.000000 Penalty: 5196.860840
	Iteration 34Q: 3 clusters Score -4265838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -4265833.500000 Penalty: 5196.860840
	Iteration 35Q: 3 clusters Score -4265834 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -4265843.000000 Penalty: 5196.860840
	Iteration 36Q: 3 clusters Score -4265843 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -4265840.500000 Penalty: 5196.860840
	Iteration 37Q: 3 clusters Score -4265840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -4265841.000000 Penalty: 5196.860840
	Iteration 38Q: 3 clusters Score -4265841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -4265847.500000 Penalty: 5196.860840
	Iteration 39Q: 3 clusters Score -4265848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -4265840.500000 Penalty: 5196.860840
	Iteration 40F: 3 clusters Score -4265840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -4265837.000000 Penalty: 5196.860840
	Iteration 41Q: 3 clusters Score -4265837 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -4265837.000000 Penalty: 5196.860840
	Iteration 42Q: 3 clusters Score -4265837 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -4265838.000000 Penalty: 5196.860840
	Iteration 43Q: 3 clusters Score -4265838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -4265835.500000 Penalty: 5196.860840
	Iteration 44Q: 3 clusters Score -4265836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -4265846.000000 Penalty: 5196.860840
	Iteration 45Q: 3 clusters Score -4265846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -4265844.500000 Penalty: 5196.860840
	Iteration 46Q: 3 clusters Score -4265844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -4265845.500000 Penalty: 5196.860840
	Iteration 47Q: 3 clusters Score -4265846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -4265844.500000 Penalty: 5196.860840
	Iteration 48Q: 3 clusters Score -4265844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -4265846.000000 Penalty: 5196.860840
	Iteration 49Q: 3 clusters Score -4265846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -4265845.500000 Penalty: 5196.860840
	Iteration 50Q: 3 clusters Score -4265846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -4265838.000000 Penalty: 5196.860840
	Iteration 51Q: 3 clusters Score -4265838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4265842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4265841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4265847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -4265850.500000 Penalty: 5196.860840
	Iteration 55Q: 3 clusters Score -4265850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -4265851.500000 Penalty: 5196.860840
	Iteration 56Q: 3 clusters Score -4265852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -4265857.500000 Penalty: 5196.860840
	Iteration 57Q: 3 clusters Score -4265858 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -4265856.000000 Penalty: 5196.860840
	Iteration 58Q: 3 clusters Score -4265856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -4265858.500000 Penalty: 5196.860840
	Iteration 59Q: 3 clusters Score -4265858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -4265865.500000 Penalty: 5196.860840
	Iteration 60F: 3 clusters Score -4265866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -4265868.500000 Penalty: 5196.860840
	Iteration 61Q: 3 clusters Score -4265868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4265868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -4265875.500000 Penalty: 5196.860840
	Iteration 63Q: 3 clusters Score -4265876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4265874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -4265871.500000 Penalty: 5196.860840
	Iteration 65Q: 3 clusters Score -4265872 nChanged 31
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Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4265872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4265869 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4265868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -4265867.000000 Penalty: 5196.860840
	Iteration 69Q: 3 clusters Score -4265867 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -4265873.500000 Penalty: 5196.860840
	Iteration 70Q: 3 clusters Score -4265874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -4265866.000000 Penalty: 5196.860840
	Iteration 71Q: 3 clusters Score -4265866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -4265877.500000 Penalty: 5196.860840
	Iteration 72Q: 3 clusters Score -4265878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4265888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4265888 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -4265882.500000 Penalty: 5196.860840
	Iteration 75Q: 3 clusters Score -4265882 nChanged 38
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Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4265882 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4265880 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4265894 nChanged 25
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Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4265904 nChanged 29
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Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4265904 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4265899 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4265908 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4265912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -4265913.500000 Penalty: 5196.860840
	Iteration 84Q: 3 clusters Score -4265914 nChanged 28
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Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4265908 nChanged 29
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Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4265914 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4265913 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -4265915.500000 Penalty: 5196.860840
	Iteration 88Q: 3 clusters Score -4265916 nChanged 43
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Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4265920 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -4265929.000000 Penalty: 5196.860840
	Iteration 90Q: 3 clusters Score -4265929 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -4265932.000000 Penalty: 5196.860840
	Iteration 91Q: 3 clusters Score -4265932 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4265943 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4265941 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4265951 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4265953 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4265962 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4265968 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4265984 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -4265991.000000 Penalty: 5196.860840
	Iteration 99Q: 3 clusters Score -4265991 nChanged 89
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Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4265996 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21072 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4265992 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -4266001.000000 Penalty: 5196.860840
	Iteration 102Q: 3 clusters Score -4266001 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4266008 nChanged 89
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Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -4266018.500000 Penalty: 5196.860840
	Iteration 104Q: 3 clusters Score -4266018 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21400 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4266014 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -4266026.000000 Penalty: 5196.860840
	Iteration 106Q: 3 clusters Score -4266026 nChanged 86
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Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4266028 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4266036 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4266042 nChanged 107
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Mstep: Class 1 contains 21857 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4266061 nChanged 110
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Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4266084 nChanged 117
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Mstep: Class 1 contains 22084 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4266085 nChanged 114
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Mstep: Class 1 contains 22198 members 
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Entering Unmasked Estep 
Score: -4266113.000000 Penalty: 5196.860840
	Iteration 113Q: 3 clusters Score -4266113 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22340 members 
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Entering Unmasked Estep 
Score: -4266120.500000 Penalty: 5196.860840
	Iteration 114Q: 3 clusters Score -4266120 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22474 members 
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Entering Unmasked Estep 
Score: -4266134.500000 Penalty: 5196.860840
	Iteration 115Q: 3 clusters Score -4266134 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -4266166.000000 Penalty: 5196.860840
	Iteration 116Q: 3 clusters Score -4266166 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -4266178.000000 Penalty: 5196.860840
	Iteration 117Q: 3 clusters Score -4266178 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -4266176.000000 Penalty: 5196.860840
	Iteration 118Q: 3 clusters Score -4266176 nChanged 154
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Mstep: Class 1 contains 23060 members 
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Entering Unmasked Estep 
Score: -4266191.500000 Penalty: 5196.860840
	Iteration 119Q: 3 clusters Score -4266192 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -4266205.500000 Penalty: 5196.860840
	Iteration 120F: 3 clusters Score -4266206 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4266202 nChanged 113
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Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4266224 nChanged 102
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Mstep: Class 1 contains 23505 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4266238 nChanged 103
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Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -4266253.500000 Penalty: 5196.860840
	Iteration 124Q: 3 clusters Score -4266254 nChanged 113
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Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4266268 nChanged 134
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Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4266268 nChanged 128
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Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -4266291.000000 Penalty: 5196.860840
	Iteration 127Q: 3 clusters Score -4266291 nChanged 131
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Entering Unmasked Estep 
Score: -4266309.000000 Penalty: 5196.860840
	Iteration 128Q: 3 clusters Score -4266309 nChanged 132
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Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -4266315.000000 Penalty: 5196.860840
	Iteration 129Q: 3 clusters Score -4266315 nChanged 154
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Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -4266335.000000 Penalty: 5196.860840
	Iteration 130Q: 3 clusters Score -4266335 nChanged 154
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Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4266364 nChanged 156
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Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4266388 nChanged 179
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Mstep: Class 1 contains 24877 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4266398 nChanged 193
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Mstep: Class 1 contains 25068 members 
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Entering Unmasked Estep 
Score: -4266421.500000 Penalty: 5196.860840
	Iteration 134Q: 3 clusters Score -4266422 nChanged 214
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Mstep: Class 1 contains 25282 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4266466 nChanged 233
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Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4266510 nChanged 242
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4266560 nChanged 270
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Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4266596 nChanged 307
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Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4266670 nChanged 302
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Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -4266729.500000 Penalty: 5196.860840
	Iteration 140F: 3 clusters Score -4266730 nChanged 289
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Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4266778 nChanged 278
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Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4266843 nChanged 286
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Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -4266901.500000 Penalty: 5196.860840
	Iteration 143Q: 3 clusters Score -4266902 nChanged 284
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Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -4266956.500000 Penalty: 5196.860840
	Iteration 144Q: 3 clusters Score -4266956 nChanged 271
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Entering Unmasked Estep 
Score: -4267020.500000 Penalty: 5196.860840
	Iteration 145Q: 3 clusters Score -4267020 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -4267083.000000 Penalty: 5196.860840
	Iteration 146Q: 3 clusters Score -4267083 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -4267130.000000 Penalty: 5196.860840
	Iteration 147Q: 3 clusters Score -4267130 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -4267216.000000 Penalty: 5196.860840
	Iteration 148Q: 3 clusters Score -4267216 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -4267296.500000 Penalty: 5196.860840
	Iteration 149Q: 3 clusters Score -4267296 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -4267362.500000 Penalty: 5196.860840
	Iteration 150Q: 3 clusters Score -4267362 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -4267437.000000 Penalty: 5196.860840
	Iteration 151Q: 3 clusters Score -4267437 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -4267553.000000 Penalty: 5196.860840
	Iteration 152Q: 3 clusters Score -4267553 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -4267667.000000 Penalty: 5196.860840
	Iteration 153Q: 3 clusters Score -4267667 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -4267782.500000 Penalty: 5196.860840
	Iteration 154Q: 3 clusters Score -4267782 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -4267873.500000 Penalty: 5196.860840
	Iteration 155Q: 3 clusters Score -4267874 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -4267990.000000 Penalty: 5196.860840
	Iteration 156Q: 3 clusters Score -4267990 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -4268086.500000 Penalty: 5196.860840
	Iteration 157Q: 3 clusters Score -4268086 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -4268142.500000 Penalty: 5196.860840
	Iteration 158Q: 3 clusters Score -4268142 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -4268205.500000 Penalty: 5196.860840
	Iteration 159Q: 3 clusters Score -4268206 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -4268300.500000 Penalty: 5196.860840
	Iteration 160F: 3 clusters Score -4268300 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -4268372.000000 Penalty: 5196.860840
	Iteration 161Q: 3 clusters Score -4268372 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4268440.000000 Penalty: 5196.860840
	Iteration 162Q: 3 clusters Score -4268440 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -4268484.000000 Penalty: 5196.860840
	Iteration 163Q: 3 clusters Score -4268484 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4268534.000000 Penalty: 5196.860840
	Iteration 164Q: 3 clusters Score -4268534 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -4268581.500000 Penalty: 5196.860840
	Iteration 165Q: 3 clusters Score -4268582 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -4268632.000000 Penalty: 5196.860840
	Iteration 166Q: 3 clusters Score -4268632 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -4268661.000000 Penalty: 5196.860840
	Iteration 167Q: 3 clusters Score -4268661 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -4268683.500000 Penalty: 5196.860840
	Iteration 168Q: 3 clusters Score -4268684 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -4268693.500000 Penalty: 5196.860840
	Iteration 169Q: 3 clusters Score -4268694 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4268710.500000 Penalty: 5196.860840
	Iteration 170Q: 3 clusters Score -4268710 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4268731.500000 Penalty: 5196.860840
	Iteration 171Q: 3 clusters Score -4268732 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4268751.500000 Penalty: 5196.860840
	Iteration 172Q: 3 clusters Score -4268752 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4268767.500000 Penalty: 5196.860840
	Iteration 173Q: 3 clusters Score -4268768 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4268778.000000 Penalty: 5196.860840
	Iteration 174Q: 3 clusters Score -4268778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4268794.000000 Penalty: 5196.860840
	Iteration 175Q: 3 clusters Score -4268794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4268795.000000 Penalty: 5196.860840
	Iteration 176Q: 3 clusters Score -4268795 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4268802.000000 Penalty: 5196.860840
	Iteration 177Q: 3 clusters Score -4268802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4268817.000000 Penalty: 5196.860840
	Iteration 178Q: 3 clusters Score -4268817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4268817.000000 Penalty: 5196.860840
	Iteration 179Q: 3 clusters Score -4268817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4268822.500000 Penalty: 5196.860840
	Iteration 180F: 3 clusters Score -4268822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4268828.000000 Penalty: 5196.860840
	Iteration 181Q: 3 clusters Score -4268828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4268827.500000 Penalty: 5196.860840
	Iteration 182Q: 3 clusters Score -4268828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4268836.500000 Penalty: 5196.860840
	Iteration 183Q: 3 clusters Score -4268836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4268831.500000 Penalty: 5196.860840
	Iteration 184Q: 3 clusters Score -4268832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4268833.000000 Penalty: 5196.860840
	Iteration 185Q: 3 clusters Score -4268833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4268828.500000 Penalty: 5196.860840
	Iteration 186Q: 3 clusters Score -4268828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4268822.000000 Penalty: 5196.860840
	Iteration 187Q: 3 clusters Score -4268822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4268829.000000 Penalty: 5196.860840
	Iteration 188Q: 3 clusters Score -4268829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4268827.500000 Penalty: 5196.860840
	Iteration 189Q: 3 clusters Score -4268828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4268833.000000 Penalty: 5196.860840
	Iteration 190Q: 3 clusters Score -4268833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4268832.000000 Penalty: 5196.860840
	Iteration 191Q: 3 clusters Score -4268832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4268834.000000 Penalty: 5196.860840
	Iteration 192Q: 3 clusters Score -4268834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4268837.000000 Penalty: 5196.860840
	Iteration 193Q: 3 clusters Score -4268837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4268837.000000 Penalty: 5196.860840
	Iteration 194F: 3 clusters Score -4268837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217178 members 
Mstep: Class 3 contains 56185 members 
Mstep: Class 4 contains 22319 members 
Mstep: Class 5 contains 5326 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 36803 members 
Mstep: Class 8 contains 7166 members 
Mstep: Class 9 contains 4616 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2735 members 
Mstep: Class 14 contains 42343 members 
Mstep: Class 15 contains 6216 members 
Mstep: Class 16 contains 3547 members 
Mstep: Class 17 contains 51154 members 
Mstep: Class 18 contains 14433 members 
Mstep: Class 19 contains 171905 members 
Mstep: Class 20 contains 35509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80031400.000000 Penalty: 63304.132812
Iteration 79Q: 20 clusters Score -8.00314e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217169 members 
Mstep: Class 3 contains 56103 members 
Mstep: Class 4 contains 22315 members 
Mstep: Class 5 contains 5328 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 36802 members 
Mstep: Class 8 contains 7179 members 
Mstep: Class 9 contains 4621 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2731 members 
Mstep: Class 14 contains 42429 members 
Mstep: Class 15 contains 6215 members 
Mstep: Class 16 contains 3551 members 
Mstep: Class 17 contains 51151 members 
Mstep: Class 18 contains 14433 members 
Mstep: Class 19 contains 171892 members 
Mstep: Class 20 contains 35516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80031456.000000 Penalty: 63304.132812
Iteration 80F: 20 clusters Score -8.003146e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217172 members 
Mstep: Class 3 contains 56030 members 
Mstep: Class 4 contains 22312 members 
Mstep: Class 5 contains 5329 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 36805 members 
Mstep: Class 8 contains 7187 members 
Mstep: Class 9 contains 4623 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2725 members 
Mstep: Class 14 contains 42497 members 
Mstep: Class 15 contains 6212 members 
Mstep: Class 16 contains 3559 members 
Mstep: Class 17 contains 51149 members 
Mstep: Class 18 contains 14434 members 
Mstep: Class 19 contains 171880 members 
Mstep: Class 20 contains 35522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80031344.000000 Penalty: 63304.132812
Iteration 81Q: 20 clusters Score -8.003134e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217199 members 
Mstep: Class 3 contains 55949 members 
Mstep: Class 4 contains 22311 members 
Mstep: Class 5 contains 5328 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 36793 members 
Mstep: Class 8 contains 7180 members 
Mstep: Class 9 contains 4625 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2718 members 
Mstep: Class 14 contains 42574 members 
Mstep: Class 15 contains 6211 members 
Mstep: Class 16 contains 3571 members 
Mstep: Class 17 contains 51148 members 
Mstep: Class 18 contains 14434 members 
Mstep: Class 19 contains 171876 members 
Mstep: Class 20 contains 35519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80031472.000000 Penalty: 63304.132812
Iteration 82Q: 20 clusters Score -8.003147e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217214 members 
Mstep: Class 3 contains 55876 members 
Mstep: Class 4 contains 22305 members 
Mstep: Class 5 contains 5328 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 36782 members 
Mstep: Class 8 contains 7179 members 
Mstep: Class 9 contains 4631 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2708 members 
Mstep: Class 14 contains 42647 members 
Mstep: Class 15 contains 6211 members 
Mstep: Class 16 contains 3579 members 
Mstep: Class 17 contains 51158 members 
Mstep: Class 18 contains 14434 members 
Mstep: Class 19 contains 171859 members 
Mstep: Class 20 contains 35525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80031632.000000 Penalty: 63304.132812
Iteration 83Q: 20 clusters Score -8.003163e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217220 members 
Mstep: Class 3 contains 55803 members 
Mstep: Class 4 contains 22302 members 
Mstep: Class 5 contains 5329 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 36771 members 
Mstep: Class 8 contains 7192 members 
Mstep: Class 9 contains 4635 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2699 members 
Mstep: Class 14 contains 42738 members 
Mstep: Class 15 contains 6212 members 
Mstep: Class 16 contains 3583 members 
Mstep: Class 17 contains 51170 members 
Mstep: Class 18 contains 14434 members 
Mstep: Class 19 contains 171822 members 
Mstep: Class 20 contains 35525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80031656.000000 Penalty: 63304.132812
Iteration 84Q: 20 clusters Score -8.003166e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217236 members 
Mstep: Class 3 contains 55731 members 
Mstep: Class 4 contains 22298 members 
Mstep: Class 5 contains 5329 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 36760 members 
Mstep: Class 8 contains 7206 members 
Mstep: Class 9 contains 4640 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2686 members 
Mstep: Class 14 contains 42823 members 
Mstep: Class 15 contains 6208 members 
Mstep: Class 16 contains 3588 members 
Mstep: Class 17 contains 51171 members 
Mstep: Class 18 contains 14434 members 
Mstep: Class 19 contains 171794 members 
Mstep: Class 20 contains 35532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80031832.000000 Penalty: 63304.132812
Iteration 85Q: 20 clusters Score -8.003183e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217227 members 
Mstep: Class 3 contains 55663 members 
Mstep: Class 4 contains 22295 members 
Mstep: Class 5 contains 5330 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 36757 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2671 members 
Mstep: Class 14 contains 42893 members 
Mstep: Class 15 contains 6210 members 
Mstep: Class 16 contains 3597 members 
Mstep: Class 17 contains 51166 members 
Mstep: Class 18 contains 14435 members 
Mstep: Class 19 contains 171795 members 
Mstep: Class 20 contains 35534 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 20 clusters Score -8.003191e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217206 members 
Mstep: Class 3 contains 55589 members 
Mstep: Class 4 contains 22293 members 
Mstep: Class 5 contains 5330 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 36754 members 
Mstep: Class 8 contains 7228 members 
Mstep: Class 9 contains 4655 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2665 members 
Mstep: Class 14 contains 42947 members 
Mstep: Class 15 contains 6210 members 
Mstep: Class 16 contains 3609 members 
Mstep: Class 17 contains 51159 members 
Mstep: Class 18 contains 14436 members 
Mstep: Class 19 contains 171818 members 
Mstep: Class 20 contains 35536 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 20 clusters Score -8.003199e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217193 members 
Mstep: Class 3 contains 55519 members 
Mstep: Class 4 contains 22296 members 
Mstep: Class 5 contains 5329 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 36734 members 
Mstep: Class 8 contains 7235 members 
Mstep: Class 9 contains 4669 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2654 members 
Mstep: Class 14 contains 43015 members 
Mstep: Class 15 contains 6208 members 
Mstep: Class 16 contains 3618 members 
Mstep: Class 17 contains 51160 members 
Mstep: Class 18 contains 14438 members 
Mstep: Class 19 contains 171834 members 
Mstep: Class 20 contains 35533 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 20 clusters Score -8.003208e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217182 members 
Mstep: Class 3 contains 55451 members 
Mstep: Class 4 contains 22295 members 
Mstep: Class 5 contains 5329 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 36725 members 
Mstep: Class 8 contains 7242 members 
Mstep: Class 9 contains 4678 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2643 members 
Mstep: Class 14 contains 43075 members 
Mstep: Class 15 contains 6207 members 
Mstep: Class 16 contains 3624 members 
Mstep: Class 17 contains 51149 members 
Mstep: Class 18 contains 14440 members 
Mstep: Class 19 contains 171860 members 
Mstep: Class 20 contains 35535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032096.000000 Penalty: 63304.132812
Iteration 89Q: 20 clusters Score -8.00321e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217171 members 
Mstep: Class 3 contains 55387 members 
Mstep: Class 4 contains 22288 members 
Mstep: Class 5 contains 5330 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 36711 members 
Mstep: Class 8 contains 7261 members 
Mstep: Class 9 contains 4681 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 12 contains 2637 members 
Mstep: Class 14 contains 43144 members 
Mstep: Class 15 contains 6203 members 
Mstep: Class 16 contains 3629 members 
Mstep: Class 17 contains 51142 members 
Mstep: Class 18 contains 14441 members 
Mstep: Class 19 contains 171867 members 
Mstep: Class 20 contains 35542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032096.000000 Penalty: 63304.132812
Iteration 90Q: 20 clusters Score -8.00321e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217171 members 
Mstep: Class 3 contains 55314 members 
Mstep: Class 4 contains 22286 members 
Mstep: Class 5 contains 5331 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 36702 members 
Mstep: Class 8 contains 7269 members 
Mstep: Class 9 contains 4685 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 12 contains 2632 members 
Mstep: Class 14 contains 43213 members 
Mstep: Class 15 contains 6202 members 
Mstep: Class 16 contains 3632 members 
Mstep: Class 17 contains 51133 members 
Mstep: Class 18 contains 14441 members 
Mstep: Class 19 contains 171871 members 
Mstep: Class 20 contains 35551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032160.000000 Penalty: 63304.132812
Iteration 91Q: 20 clusters Score -8.003216e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217183 members 
Mstep: Class 3 contains 55233 members 
Mstep: Class 4 contains 22283 members 
Mstep: Class 5 contains 5331 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 36701 members 
Mstep: Class 8 contains 7283 members 
Mstep: Class 9 contains 4689 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 12 contains 2625 members 
Mstep: Class 14 contains 43273 members 
Mstep: Class 15 contains 6197 members 
Mstep: Class 16 contains 3635 members 
Mstep: Class 17 contains 51131 members 
Mstep: Class 18 contains 14441 members 
Mstep: Class 19 contains 171863 members 
Mstep: Class 20 contains 35564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032136.000000 Penalty: 63304.132812
Iteration 92Q: 20 clusters Score -8.003214e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217173 members 
Mstep: Class 3 contains 55159 members 
Mstep: Class 4 contains 22285 members 
Mstep: Class 5 contains 5332 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 36692 members 
Mstep: Class 8 contains 7296 members 
Mstep: Class 9 contains 4688 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 12 contains 2623 members 
Mstep: Class 14 contains 43342 members 
Mstep: Class 15 contains 6194 members 
Mstep: Class 16 contains 3640 members 
Mstep: Class 17 contains 51129 members 
Mstep: Class 18 contains 14441 members 
Mstep: Class 19 contains 171867 members 
Mstep: Class 20 contains 35571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032168.000000 Penalty: 63304.132812
Iteration 93Q: 20 clusters Score -8.003217e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217151 members 
Mstep: Class 3 contains 55100 members 
Mstep: Class 4 contains 22284 members 
Mstep: Class 5 contains 5333 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 36685 members 
Mstep: Class 8 contains 7325 members 
Mstep: Class 9 contains 4691 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 12 contains 2622 members 
Mstep: Class 14 contains 43382 members 
Mstep: Class 15 contains 6191 members 
Mstep: Class 16 contains 3643 members 
Mstep: Class 17 contains 51115 members 
Mstep: Class 18 contains 14441 members 
Mstep: Class 19 contains 171887 members 
Mstep: Class 20 contains 35582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032104.000000 Penalty: 63304.132812
Iteration 94Q: 20 clusters Score -8.00321e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217170 members 
Mstep: Class 3 contains 55040 members 
Mstep: Class 4 contains 22283 members 
Mstep: Class 5 contains 5333 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 36680 members 
Mstep: Class 8 contains 7335 members 
Mstep: Class 9 contains 4692 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 12 contains 2616 members 
Mstep: Class 14 contains 43423 members 
Mstep: Class 15 contains 6191 members 
Mstep: Class 16 contains 3648 members 
Mstep: Class 17 contains 51102 members 
Mstep: Class 18 contains 14441 members 
Mstep: Class 19 contains 171888 members 
Mstep: Class 20 contains 35589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032152.000000 Penalty: 63304.132812
Iteration 95Q: 20 clusters Score -8.003215e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217162 members 
Mstep: Class 3 contains 54983 members 
Mstep: Class 4 contains 22280 members 
Mstep: Class 5 contains 5334 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 36670 members 
Mstep: Class 8 contains 7368 members 
Mstep: Class 9 contains 4692 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 12 contains 2603 members 
Mstep: Class 14 contains 43469 members 
Mstep: Class 15 contains 6192 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 51091 members 
Mstep: Class 18 contains 14441 members 
Mstep: Class 19 contains 171893 members 
Mstep: Class 20 contains 35600 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 20 clusters Score -8.003208e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217178 members 
Mstep: Class 3 contains 54921 members 
Mstep: Class 4 contains 22278 members 
Mstep: Class 5 contains 5335 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 36661 members 
Mstep: Class 8 contains 7386 members 
Mstep: Class 9 contains 4698 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 14 contains 43513 members 
Mstep: Class 15 contains 6192 members 
Mstep: Class 16 contains 3659 members 
Mstep: Class 17 contains 51080 members 
Mstep: Class 18 contains 14442 members 
Mstep: Class 19 contains 171891 members 
Mstep: Class 20 contains 35606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032136.000000 Penalty: 63304.132812
Iteration 97Q: 20 clusters Score -8.003214e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217196 members 
Mstep: Class 3 contains 54869 members 
Mstep: Class 4 contains 22281 members 
Mstep: Class 5 contains 5335 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 36657 members 
Mstep: Class 8 contains 7393 members 
Mstep: Class 9 contains 4700 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 12 contains 2578 members 
Mstep: Class 14 contains 43541 members 
Mstep: Class 15 contains 6191 members 
Mstep: Class 16 contains 3664 members 
Mstep: Class 17 contains 51082 members 
Mstep: Class 18 contains 14442 members 
Mstep: Class 19 contains 171896 members 
Mstep: Class 20 contains 35607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032104.000000 Penalty: 63304.132812
Iteration 98Q: 20 clusters Score -8.00321e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217242 members 
Mstep: Class 3 contains 54799 members 
Mstep: Class 4 contains 22278 members 
Mstep: Class 5 contains 5335 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 36656 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 4699 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 12 contains 2562 members 
Mstep: Class 14 contains 43579 members 
Mstep: Class 15 contains 6188 members 
Mstep: Class 16 contains 3671 members 
Mstep: Class 17 contains 51089 members 
Mstep: Class 18 contains 14443 members 
Mstep: Class 19 contains 171883 members 
Mstep: Class 20 contains 35609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032040.000000 Penalty: 63304.132812
Iteration 99Q: 20 clusters Score -8.003204e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217291 members 
Mstep: Class 3 contains 54720 members 
Mstep: Class 4 contains 22280 members 
Mstep: Class 5 contains 5336 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 36648 members 
Mstep: Class 8 contains 7417 members 
Mstep: Class 9 contains 4700 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 12 contains 2543 members 
Mstep: Class 14 contains 43632 members 
Mstep: Class 15 contains 6190 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 51089 members 
Mstep: Class 18 contains 14444 members 
Mstep: Class 19 contains 171855 members 
Mstep: Class 20 contains 35611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032144.000000 Penalty: 63304.132812
Iteration 100F: 20 clusters Score -8.003214e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217292 members 
Mstep: Class 3 contains 54666 members 
Mstep: Class 4 contains 22286 members 
Mstep: Class 5 contains 5338 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 36642 members 
Mstep: Class 8 contains 7448 members 
Mstep: Class 9 contains 4702 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2527 members 
Mstep: Class 14 contains 43682 members 
Mstep: Class 15 contains 6195 members 
Mstep: Class 16 contains 3684 members 
Mstep: Class 17 contains 51077 members 
Mstep: Class 18 contains 14442 members 
Mstep: Class 19 contains 171842 members 
Mstep: Class 20 contains 35611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032264.000000 Penalty: 63304.132812
Iteration 101Q: 20 clusters Score -8.003226e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 217260 members 
Mstep: Class 3 contains 54612 members 
Mstep: Class 4 contains 22291 members 
Mstep: Class 5 contains 5339 members 
Mstep: Class 6 contains 1589 members 
Mstep: Class 7 contains 36647 members 
Mstep: Class 8 contains 7484 members 
Mstep: Class 9 contains 4705 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 12 contains 2516 members 
Mstep: Class 14 contains 43715 members 
Mstep: Class 15 contains 6194 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 51069 members 
Mstep: Class 18 contains 14441 members 
Mstep: Class 19 contains 171857 members 
Mstep: Class 20 contains 35607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032384.000000 Penalty: 63304.132812
Iteration 102Q: 20 clusters Score -8.003238e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 217238 members 
Mstep: Class 3 contains 54551 members 
Mstep: Class 4 contains 22289 members 
Mstep: Class 5 contains 5338 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 36644 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 4707 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 12 contains 2505 members 
Mstep: Class 14 contains 43744 members 
Mstep: Class 15 contains 6197 members 
Mstep: Class 16 contains 3697 members 
Mstep: Class 17 contains 51063 members 
Mstep: Class 18 contains 14442 members 
Mstep: Class 19 contains 171890 members 
Mstep: Class 20 contains 35609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032424.000000 Penalty: 63304.132812
Iteration 103Q: 20 clusters Score -8.003242e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 217234 members 
Mstep: Class 3 contains 54497 members 
Mstep: Class 4 contains 22284 members 
Mstep: Class 5 contains 5339 members 
Mstep: Class 6 contains 1594 members 
Mstep: Class 7 contains 36646 members 
Mstep: Class 8 contains 7531 members 
Mstep: Class 9 contains 4709 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2493 members 
Mstep: Class 14 contains 43772 members 
Mstep: Class 15 contains 6198 members 
Mstep: Class 16 contains 3696 members 
Mstep: Class 17 contains 51061 members 
Mstep: Class 18 contains 14443 members 
Mstep: Class 19 contains 171913 members 
Mstep: Class 20 contains 35608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032360.000000 Penalty: 63304.132812
Iteration 104Q: 20 clusters Score -8.003236e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 217229 members 
Mstep: Class 3 contains 54449 members 
Mstep: Class 4 contains 22284 members 
Mstep: Class 5 contains 5342 members 
Mstep: Class 6 contains 1595 members 
Mstep: Class 7 contains 36652 members 
Mstep: Class 8 contains 7558 members 
Mstep: Class 9 contains 4710 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2474 members 
Mstep: Class 14 contains 43812 members 
Mstep: Class 15 contains 6192 members 
Mstep: Class 16 contains 3699 members 
Mstep: Class 17 contains 51064 members 
Mstep: Class 18 contains 14444 members 
Mstep: Class 19 contains 171905 members 
Mstep: Class 20 contains 35609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032392.000000 Penalty: 63304.132812
Iteration 105Q: 20 clusters Score -8.003239e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 217202 members 
Mstep: Class 3 contains 54401 members 
Mstep: Class 4 contains 22287 members 
Mstep: Class 5 contains 5342 members 
Mstep: Class 6 contains 1595 members 
Mstep: Class 7 contains 36656 members 
Mstep: Class 8 contains 7579 members 
Mstep: Class 9 contains 4711 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2467 members 
Mstep: Class 14 contains 43846 members 
Mstep: Class 15 contains 6191 members 
Mstep: Class 16 contains 3704 members 
Mstep: Class 17 contains 51070 members 
Mstep: Class 18 contains 14446 members 
Mstep: Class 19 contains 171910 members 
Mstep: Class 20 contains 35611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032544.000000 Penalty: 63304.132812
Iteration 106Q: 20 clusters Score -8.003254e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 217221 members 
Mstep: Class 3 contains 54351 members 
Mstep: Class 4 contains 22291 members 
Mstep: Class 5 contains 5342 members 
Mstep: Class 6 contains 1597 members 
Mstep: Class 7 contains 36658 members 
Mstep: Class 8 contains 7589 members 
Mstep: Class 9 contains 4711 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 14 contains 43869 members 
Mstep: Class 15 contains 6192 members 
Mstep: Class 16 contains 3706 members 
Mstep: Class 17 contains 51065 members 
Mstep: Class 18 contains 14445 members 
Mstep: Class 19 contains 171913 members 
Mstep: Class 20 contains 35611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032624.000000 Penalty: 63304.132812
Iteration 107Q: 20 clusters Score -8.003262e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 217259 members 
Mstep: Class 3 contains 54298 members 
Mstep: Class 4 contains 22289 members 
Mstep: Class 5 contains 5342 members 
Mstep: Class 6 contains 1599 members 
Mstep: Class 7 contains 36659 members 
Mstep: Class 8 contains 7597 members 
Mstep: Class 9 contains 4711 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2453 members 
Mstep: Class 14 contains 43895 members 
Mstep: Class 15 contains 6191 members 
Mstep: Class 16 contains 3707 members 
Mstep: Class 17 contains 51058 members 
Mstep: Class 18 contains 14445 members 
Mstep: Class 19 contains 171901 members 
Mstep: Class 20 contains 35614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032648.000000 Penalty: 63304.132812
Iteration 108Q: 20 clusters Score -8.003265e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 217265 members 
Mstep: Class 3 contains 54242 members 
Mstep: Class 4 contains 22279 members 
Mstep: Class 5 contains 5343 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 36653 members 
Mstep: Class 8 contains 7614 members 
Mstep: Class 9 contains 4713 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2447 members 
Mstep: Class 14 contains 43921 members 
Mstep: Class 15 contains 6192 members 
Mstep: Class 16 contains 3707 members 
Mstep: Class 17 contains 51064 members 
Mstep: Class 18 contains 14439 members 
Mstep: Class 19 contains 171913 members 
Mstep: Class 20 contains 35619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032616.000000 Penalty: 63304.132812
Iteration 109Q: 20 clusters Score -8.003262e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 217275 members 
Mstep: Class 3 contains 54187 members 
Mstep: Class 4 contains 22271 members 
Mstep: Class 5 contains 5341 members 
Mstep: Class 6 contains 1618 members 
Mstep: Class 7 contains 36651 members 
Mstep: Class 8 contains 7636 members 
Mstep: Class 9 contains 4713 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 14 contains 43961 members 
Mstep: Class 15 contains 6191 members 
Mstep: Class 16 contains 3705 members 
Mstep: Class 17 contains 51065 members 
Mstep: Class 18 contains 14436 members 
Mstep: Class 19 contains 171906 members 
Mstep: Class 20 contains 35624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032560.000000 Penalty: 63304.132812
Iteration 110Q: 20 clusters Score -8.003256e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 217266 members 
Mstep: Class 3 contains 54137 members 
Mstep: Class 4 contains 22263 members 
Mstep: Class 5 contains 5341 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 36643 members 
Mstep: Class 8 contains 7653 members 
Mstep: Class 9 contains 4716 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2435 members 
Mstep: Class 14 contains 43984 members 
Mstep: Class 15 contains 6196 members 
Mstep: Class 16 contains 3699 members 
Mstep: Class 17 contains 51074 members 
Mstep: Class 18 contains 14432 members 
Mstep: Class 19 contains 171919 members 
Mstep: Class 20 contains 35623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032440.000000 Penalty: 63304.132812
Iteration 111Q: 20 clusters Score -8.003244e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 217279 members 
Mstep: Class 3 contains 54084 members 
Mstep: Class 4 contains 22257 members 
Mstep: Class 5 contains 5338 members 
Mstep: Class 6 contains 1653 members 
Mstep: Class 7 contains 36641 members 
Mstep: Class 8 contains 7683 members 
Mstep: Class 9 contains 4717 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 14 contains 44016 members 
Mstep: Class 15 contains 6197 members 
Mstep: Class 16 contains 3694 members 
Mstep: Class 17 contains 51073 members 
Mstep: Class 18 contains 14428 members 
Mstep: Class 19 contains 171907 members 
Mstep: Class 20 contains 35622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032504.000000 Penalty: 63304.132812
Iteration 112Q: 20 clusters Score -8.00325e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217260 members 
Mstep: Class 3 contains 54038 members 
Mstep: Class 4 contains 22252 members 
Mstep: Class 5 contains 5331 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 36639 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 4714 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2416 members 
Mstep: Class 14 contains 44055 members 
Mstep: Class 15 contains 6198 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 51073 members 
Mstep: Class 18 contains 14424 members 
Mstep: Class 19 contains 171911 members 
Mstep: Class 20 contains 35620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032696.000000 Penalty: 63304.132812
Iteration 113Q: 20 clusters Score -8.00327e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 217244 members 
Mstep: Class 3 contains 53985 members 
Mstep: Class 4 contains 22257 members 
Mstep: Class 5 contains 5328 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 36640 members 
Mstep: Class 8 contains 7772 members 
Mstep: Class 9 contains 4713 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 12 contains 2410 members 
Mstep: Class 14 contains 44090 members 
Mstep: Class 15 contains 6196 members 
Mstep: Class 16 contains 3699 members 
Mstep: Class 17 contains 51062 members 
Mstep: Class 18 contains 14417 members 
Mstep: Class 19 contains 171898 members 
Mstep: Class 20 contains 35613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032616.000000 Penalty: 63304.132812
Iteration 114Q: 20 clusters Score -8.003262e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 217213 members 
Mstep: Class 3 contains 53953 members 
Mstep: Class 4 contains 22254 members 
Mstep: Class 5 contains 5319 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 36642 members 
Mstep: Class 8 contains 7815 members 
Mstep: Class 9 contains 4715 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 2396 members 
Mstep: Class 14 contains 44118 members 
Mstep: Class 15 contains 6197 members 
Mstep: Class 16 contains 3700 members 
Mstep: Class 17 contains 51068 members 
Mstep: Class 18 contains 14416 members 
Mstep: Class 19 contains 171897 members 
Mstep: Class 20 contains 35608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032608.000000 Penalty: 63304.132812
Iteration 115Q: 20 clusters Score -8.003261e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217221 members 
Mstep: Class 3 contains 53914 members 
Mstep: Class 4 contains 22254 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 1713 members 
Mstep: Class 7 contains 36655 members 
Mstep: Class 8 contains 7855 members 
Mstep: Class 9 contains 4718 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 12 contains 2394 members 
Mstep: Class 14 contains 44148 members 
Mstep: Class 15 contains 6200 members 
Mstep: Class 16 contains 3706 members 
Mstep: Class 17 contains 51055 members 
Mstep: Class 18 contains 14412 members 
Mstep: Class 19 contains 171857 members 
Mstep: Class 20 contains 35604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032640.000000 Penalty: 63304.132812
Iteration 116Q: 20 clusters Score -8.003264e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217231 members 
Mstep: Class 3 contains 53878 members 
Mstep: Class 4 contains 22256 members 
Mstep: Class 5 contains 5308 members 
Mstep: Class 6 contains 1733 members 
Mstep: Class 7 contains 36666 members 
Mstep: Class 8 contains 7878 members 
Mstep: Class 9 contains 4720 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 14 contains 44181 members 
Mstep: Class 15 contains 6201 members 
Mstep: Class 16 contains 3701 members 
Mstep: Class 17 contains 51043 members 
Mstep: Class 18 contains 14409 members 
Mstep: Class 19 contains 171822 members 
Mstep: Class 20 contains 35605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032696.000000 Penalty: 63304.132812
Iteration 117Q: 20 clusters Score -8.00327e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 217235 members 
Mstep: Class 3 contains 53844 members 
Mstep: Class 4 contains 22266 members 
Mstep: Class 5 contains 5302 members 
Mstep: Class 6 contains 1755 members 
Mstep: Class 7 contains 36674 members 
Mstep: Class 8 contains 7900 members 
Mstep: Class 9 contains 4720 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 14 contains 44209 members 
Mstep: Class 15 contains 6206 members 
Mstep: Class 16 contains 3708 members 
Mstep: Class 17 contains 51032 members 
Mstep: Class 18 contains 14410 members 
Mstep: Class 19 contains 171771 members 
Mstep: Class 20 contains 35602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032816.000000 Penalty: 63304.132812
Iteration 118Q: 20 clusters Score -8.003282e+07 nChanged 401
Entering ConstructFrom: 
Score: -80032816.000000 Penalty: 63304.132812
Entering ConstructFrom: 
Trying to split cluster 1 (1886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Entering Unmasked Estep 
Score: -202686.968750 Penalty: 1870.468994
	Iteration 0F: 2 clusters Score -202687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -200210.953125 Penalty: 3740.937988
	Iteration 0F: 3 clusters Score -200211 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -200751.671875 Penalty: 3740.937988
	Iteration 1F: 3 clusters Score -200751.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -201132.125000 Penalty: 3740.937988
	Iteration 2F: 3 clusters Score -201132.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -201709.687500 Penalty: 3740.937988
	Iteration 3F: 3 clusters Score -201709.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -202471.203125 Penalty: 3740.937988
	Iteration 4F: 3 clusters Score -202471.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -202853.031250 Penalty: 3740.937988
	Iteration 5F: 3 clusters Score -202853 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -203004.171875 Penalty: 3740.937988
	Iteration 6Q: 3 clusters Score -203004.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -203062.312500 Penalty: 3740.937988
	Iteration 7Q: 3 clusters Score -203062.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -203089.546875 Penalty: 3740.937988
	Iteration 8Q: 3 clusters Score -203089.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -203099.765625 Penalty: 3740.937988
	Iteration 9Q: 3 clusters Score -203099.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -203103.546875 Penalty: 3740.937988
	Iteration 10Q: 3 clusters Score -203103.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -203103.546875 Penalty: 3740.937988
	Iteration 11F: 3 clusters Score -203103.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 217234 members 
Mstep: Class 3 contains 53802 members 
Mstep: Class 4 contains 22270 members 
Mstep: Class 5 contains 5296 members 
Mstep: Class 6 contains 1790 members 
Mstep: Class 7 contains 36681 members 
Mstep: Class 8 contains 7924 members 
Mstep: Class 9 contains 4719 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 937 members 
Mstep: Class 14 contains 44249 members 
Mstep: Class 15 contains 6207 members 
Mstep: Class 16 contains 3708 members 
Mstep: Class 17 contains 51014 members 
Mstep: Class 18 contains 14411 members 
Mstep: Class 19 contains 171728 members 
Mstep: Class 20 contains 35602 members 
Entering Unmasked Estep 
Score: -80031776.000000 Penalty: 66635.929688
Splitting cluster 1 changes total score from -80032816.000000 to -80031776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (217234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217234 members 
Entering Unmasked Estep 
Score: -25878296.000000 Penalty: 3047.605225
	Iteration 0F: 2 clusters Score -2.58783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108643 members 
Mstep: Class 2 contains 108591 members 
Entering Unmasked Estep 
Score: -25742470.000000 Penalty: 6095.210449
	Iteration 0F: 3 clusters Score -2.574247e+07 nChanged 104949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109962 members 
Mstep: Class 2 contains 107272 members 
Entering Unmasked Estep 
Score: -25804498.000000 Penalty: 6095.210449
	Iteration 1F: 3 clusters Score -2.58045e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111004 members 
Mstep: Class 2 contains 106230 members 
Entering Unmasked Estep 
Score: -25805920.000000 Penalty: 6095.210449
	Iteration 2Q: 3 clusters Score -2.580592e+07 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112675 members 
Mstep: Class 2 contains 104559 members 
Entering Unmasked Estep 
Score: -25808330.000000 Penalty: 6095.210449
	Iteration 3Q: 3 clusters Score -2.580833e+07 nChanged 8868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115393 members 
Mstep: Class 2 contains 101841 members 
Entering Unmasked Estep 
Score: -25811546.000000 Penalty: 6095.210449
	Iteration 4Q: 3 clusters Score -2.581155e+07 nChanged 10674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119753 members 
Mstep: Class 2 contains 97481 members 
Entering Unmasked Estep 
Score: -25816264.000000 Penalty: 6095.210449
	Iteration 5Q: 3 clusters Score -2.581626e+07 nChanged 12425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126060 members 
Mstep: Class 2 contains 91174 members 
Entering Unmasked Estep 
Score: -25822370.000000 Penalty: 6095.210449
	Iteration 6F: 3 clusters Score -2.582237e+07 nChanged 13917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134111 members 
Mstep: Class 2 contains 83123 members 
Entering Unmasked Estep 
Score: -25830512.000000 Penalty: 6095.210449
	Iteration 7F: 3 clusters Score -2.583051e+07 nChanged 14258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142321 members 
Mstep: Class 2 contains 74913 members 
Entering Unmasked Estep 
Score: -25840584.000000 Penalty: 6095.210449
	Iteration 8F: 3 clusters Score -2.584058e+07 nChanged 13058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148759 members 
Mstep: Class 2 contains 68475 members 
Entering Unmasked Estep 
Score: -25849228.000000 Penalty: 6095.210449
	Iteration 9F: 3 clusters Score -2.584923e+07 nChanged 10243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152936 members 
Mstep: Class 2 contains 64298 members 
Entering Unmasked Estep 
Score: -25854218.000000 Penalty: 6095.210449
	Iteration 10Q: 3 clusters Score -2.585422e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155720 members 
Mstep: Class 2 contains 61514 members 
Entering Unmasked Estep 
Score: -25856088.000000 Penalty: 6095.210449
	Iteration 11Q: 3 clusters Score -2.585609e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157768 members 
Mstep: Class 2 contains 59466 members 
Entering Unmasked Estep 
Score: -25856836.000000 Penalty: 6095.210449
	Iteration 12Q: 3 clusters Score -2.585684e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159426 members 
Mstep: Class 2 contains 57808 members 
Entering Unmasked Estep 
Score: -25857450.000000 Penalty: 6095.210449
	Iteration 13Q: 3 clusters Score -2.585745e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160838 members 
Mstep: Class 2 contains 56396 members 
Entering Unmasked Estep 
Score: -25857800.000000 Penalty: 6095.210449
	Iteration 14Q: 3 clusters Score -2.58578e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162043 members 
Mstep: Class 2 contains 55191 members 
Entering Unmasked Estep 
Score: -25858356.000000 Penalty: 6095.210449
	Iteration 15Q: 3 clusters Score -2.585836e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163291 members 
Mstep: Class 2 contains 53943 members 
Entering Unmasked Estep 
Score: -25858978.000000 Penalty: 6095.210449
	Iteration 16Q: 3 clusters Score -2.585898e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164337 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -25859340.000000 Penalty: 6095.210449
	Iteration 17Q: 3 clusters Score -2.585934e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165236 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -25859692.000000 Penalty: 6095.210449
	Iteration 18Q: 3 clusters Score -2.585969e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166063 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -25860038.000000 Penalty: 6095.210449
	Iteration 19Q: 3 clusters Score -2.586004e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166810 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -25860446.000000 Penalty: 6095.210449
	Iteration 20F: 3 clusters Score -2.586045e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167437 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -25860804.000000 Penalty: 6095.210449
	Iteration 21Q: 3 clusters Score -2.58608e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168061 members 
Mstep: Class 2 contains 49173 members 
Entering Unmasked Estep 
Score: -25861144.000000 Penalty: 6095.210449
	Iteration 22Q: 3 clusters Score -2.586114e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168603 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -25861396.000000 Penalty: 6095.210449
	Iteration 23Q: 3 clusters Score -2.58614e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169087 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -25861584.000000 Penalty: 6095.210449
	Iteration 24Q: 3 clusters Score -2.586158e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169447 members 
Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
Score: -25861754.000000 Penalty: 6095.210449
	Iteration 25Q: 3 clusters Score -2.586175e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169716 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -25862008.000000 Penalty: 6095.210449
	Iteration 26Q: 3 clusters Score -2.586201e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169924 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -25862180.000000 Penalty: 6095.210449
	Iteration 27Q: 3 clusters Score -2.586218e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170018 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
Score: -25862308.000000 Penalty: 6095.210449
	Iteration 28Q: 3 clusters Score -2.586231e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170066 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -25862444.000000 Penalty: 6095.210449
	Iteration 29Q: 3 clusters Score -2.586244e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170063 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -25862500.000000 Penalty: 6095.210449
	Iteration 30Q: 3 clusters Score -2.58625e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170016 members 
Mstep: Class 2 contains 47218 members 
Entering Unmasked Estep 
Score: -25862540.000000 Penalty: 6095.210449
	Iteration 31Q: 3 clusters Score -2.586254e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169882 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -25862584.000000 Penalty: 6095.210449
	Iteration 32Q: 3 clusters Score -2.586258e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169614 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -25862554.000000 Penalty: 6095.210449
	Iteration 33Q: 3 clusters Score -2.586255e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169291 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -25862368.000000 Penalty: 6095.210449
	Iteration 34Q: 3 clusters Score -2.586237e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168857 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -25862356.000000 Penalty: 6095.210449
	Iteration 35Q: 3 clusters Score -2.586236e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168361 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -25862280.000000 Penalty: 6095.210449
	Iteration 36Q: 3 clusters Score -2.586228e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167758 members 
Mstep: Class 2 contains 49476 members 
Entering Unmasked Estep 
Score: -25862204.000000 Penalty: 6095.210449
	Iteration 37Q: 3 clusters Score -2.58622e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167035 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -25862122.000000 Penalty: 6095.210449
	Iteration 38Q: 3 clusters Score -2.586212e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166249 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -25862060.000000 Penalty: 6095.210449
	Iteration 39Q: 3 clusters Score -2.586206e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165377 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -25861884.000000 Penalty: 6095.210449
	Iteration 40F: 3 clusters Score -2.586188e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164401 members 
Mstep: Class 2 contains 52833 members 
Entering Unmasked Estep 
Score: -25861696.000000 Penalty: 6095.210449
	Iteration 41Q: 3 clusters Score -2.58617e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163340 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -25861544.000000 Penalty: 6095.210449
	Iteration 42Q: 3 clusters Score -2.586154e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162123 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -25861292.000000 Penalty: 6095.210449
	Iteration 43Q: 3 clusters Score -2.586129e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160768 members 
Mstep: Class 2 contains 56466 members 
Entering Unmasked Estep 
Score: -25861142.000000 Penalty: 6095.210449
	Iteration 44Q: 3 clusters Score -2.586114e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159250 members 
Mstep: Class 2 contains 57984 members 
Entering Unmasked Estep 
Score: -25860960.000000 Penalty: 6095.210449
	Iteration 45Q: 3 clusters Score -2.586096e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157530 members 
Mstep: Class 2 contains 59704 members 
Entering Unmasked Estep 
Score: -25860920.000000 Penalty: 6095.210449
	Iteration 46Q: 3 clusters Score -2.586092e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155619 members 
Mstep: Class 2 contains 61615 members 
Entering Unmasked Estep 
Score: -25860744.000000 Penalty: 6095.210449
	Iteration 47Q: 3 clusters Score -2.586074e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153553 members 
Mstep: Class 2 contains 63681 members 
Entering Unmasked Estep 
Score: -25860662.000000 Penalty: 6095.210449
	Iteration 48Q: 3 clusters Score -2.586066e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151320 members 
Mstep: Class 2 contains 65914 members 
Entering Unmasked Estep 
Score: -25860636.000000 Penalty: 6095.210449
	Iteration 49Q: 3 clusters Score -2.586064e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148930 members 
Mstep: Class 2 contains 68304 members 
Entering Unmasked Estep 
Score: -25860822.000000 Penalty: 6095.210449
	Iteration 50Q: 3 clusters Score -2.586082e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146369 members 
Mstep: Class 2 contains 70865 members 
Entering Unmasked Estep 
Score: -25861104.000000 Penalty: 6095.210449
	Iteration 51Q: 3 clusters Score -2.58611e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143541 members 
Mstep: Class 2 contains 73693 members 
Entering Unmasked Estep 
Score: -25861238.000000 Penalty: 6095.210449
	Iteration 52Q: 3 clusters Score -2.586124e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140734 members 
Mstep: Class 2 contains 76500 members 
Entering Unmasked Estep 
Score: -25861668.000000 Penalty: 6095.210449
	Iteration 53Q: 3 clusters Score -2.586167e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137786 members 
Mstep: Class 2 contains 79448 members 
Entering Unmasked Estep 
Score: -25862070.000000 Penalty: 6095.210449
	Iteration 54Q: 3 clusters Score -2.586207e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134755 members 
Mstep: Class 2 contains 82479 members 
Entering Unmasked Estep 
Score: -25862354.000000 Penalty: 6095.210449
	Iteration 55Q: 3 clusters Score -2.586235e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131704 members 
Mstep: Class 2 contains 85530 members 
Entering Unmasked Estep 
Score: -25862626.000000 Penalty: 6095.210449
	Iteration 56Q: 3 clusters Score -2.586263e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128476 members 
Mstep: Class 2 contains 88758 members 
Entering Unmasked Estep 
Score: -25862864.000000 Penalty: 6095.210449
	Iteration 57Q: 3 clusters Score -2.586286e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125146 members 
Mstep: Class 2 contains 92088 members 
Entering Unmasked Estep 
Score: -25863182.000000 Penalty: 6095.210449
	Iteration 58Q: 3 clusters Score -2.586318e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121864 members 
Mstep: Class 2 contains 95370 members 
Entering Unmasked Estep 
Score: -25863414.000000 Penalty: 6095.210449
	Iteration 59Q: 3 clusters Score -2.586341e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118708 members 
Mstep: Class 2 contains 98526 members 
Entering Unmasked Estep 
Score: -25864126.000000 Penalty: 6095.210449
	Iteration 60F: 3 clusters Score -2.586413e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115057 members 
Mstep: Class 2 contains 102177 members 
Entering Unmasked Estep 
Score: -25864762.000000 Penalty: 6095.210449
	Iteration 61Q: 3 clusters Score -2.586476e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111398 members 
Mstep: Class 2 contains 105836 members 
Entering Unmasked Estep 
Score: -25865212.000000 Penalty: 6095.210449
	Iteration 62Q: 3 clusters Score -2.586521e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107912 members 
Mstep: Class 2 contains 109322 members 
Entering Unmasked Estep 
Score: -25865442.000000 Penalty: 6095.210449
	Iteration 63Q: 3 clusters Score -2.586544e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104429 members 
Mstep: Class 2 contains 112805 members 
Entering Unmasked Estep 
Score: -25865652.000000 Penalty: 6095.210449
	Iteration 64Q: 3 clusters Score -2.586565e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101165 members 
Mstep: Class 2 contains 116069 members 
Entering Unmasked Estep 
Score: -25865598.000000 Penalty: 6095.210449
	Iteration 65Q: 3 clusters Score -2.58656e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98108 members 
Mstep: Class 2 contains 119126 members 
Entering Unmasked Estep 
Score: -25865390.000000 Penalty: 6095.210449
	Iteration 66Q: 3 clusters Score -2.586539e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95395 members 
Mstep: Class 2 contains 121839 members 
Entering Unmasked Estep 
Score: -25865050.000000 Penalty: 6095.210449
	Iteration 67Q: 3 clusters Score -2.586505e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93088 members 
Mstep: Class 2 contains 124146 members 
Entering Unmasked Estep 
Score: -25864804.000000 Penalty: 6095.210449
	Iteration 68Q: 3 clusters Score -2.58648e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91005 members 
Mstep: Class 2 contains 126229 members 
Entering Unmasked Estep 
Score: -25864512.000000 Penalty: 6095.210449
	Iteration 69Q: 3 clusters Score -2.586451e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89030 members 
Mstep: Class 2 contains 128204 members 
Entering Unmasked Estep 
Score: -25864308.000000 Penalty: 6095.210449
	Iteration 70Q: 3 clusters Score -2.586431e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86889 members 
Mstep: Class 2 contains 130345 members 
Entering Unmasked Estep 
Score: -25864002.000000 Penalty: 6095.210449
	Iteration 71Q: 3 clusters Score -2.5864e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84775 members 
Mstep: Class 2 contains 132459 members 
Entering Unmasked Estep 
Score: -25863482.000000 Penalty: 6095.210449
	Iteration 72Q: 3 clusters Score -2.586348e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82624 members 
Mstep: Class 2 contains 134610 members 
Entering Unmasked Estep 
Score: -25863144.000000 Penalty: 6095.210449
	Iteration 73Q: 3 clusters Score -2.586314e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80408 members 
Mstep: Class 2 contains 136826 members 
Entering Unmasked Estep 
Score: -25862818.000000 Penalty: 6095.210449
	Iteration 74Q: 3 clusters Score -2.586282e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78155 members 
Mstep: Class 2 contains 139079 members 
Entering Unmasked Estep 
Score: -25862566.000000 Penalty: 6095.210449
	Iteration 75Q: 3 clusters Score -2.586257e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75957 members 
Mstep: Class 2 contains 141277 members 
Entering Unmasked Estep 
Score: -25862230.000000 Penalty: 6095.210449
	Iteration 76Q: 3 clusters Score -2.586223e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73591 members 
Mstep: Class 2 contains 143643 members 
Entering Unmasked Estep 
Score: -25861984.000000 Penalty: 6095.210449
	Iteration 77Q: 3 clusters Score -2.586198e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71265 members 
Mstep: Class 2 contains 145969 members 
Entering Unmasked Estep 
Score: -25861652.000000 Penalty: 6095.210449
	Iteration 78Q: 3 clusters Score -2.586165e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68840 members 
Mstep: Class 2 contains 148394 members 
Entering Unmasked Estep 
Score: -25861494.000000 Penalty: 6095.210449
	Iteration 79Q: 3 clusters Score -2.586149e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66349 members 
Mstep: Class 2 contains 150885 members 
Entering Unmasked Estep 
Score: -25861264.000000 Penalty: 6095.210449
	Iteration 80F: 3 clusters Score -2.586126e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63874 members 
Mstep: Class 2 contains 153360 members 
Entering Unmasked Estep 
Score: -25860920.000000 Penalty: 6095.210449
	Iteration 81Q: 3 clusters Score -2.586092e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61398 members 
Mstep: Class 2 contains 155836 members 
Entering Unmasked Estep 
Score: -25860754.000000 Penalty: 6095.210449
	Iteration 82Q: 3 clusters Score -2.586075e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58962 members 
Mstep: Class 2 contains 158272 members 
Entering Unmasked Estep 
Score: -25860666.000000 Penalty: 6095.210449
	Iteration 83Q: 3 clusters Score -2.586067e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56569 members 
Mstep: Class 2 contains 160665 members 
Entering Unmasked Estep 
Score: -25860566.000000 Penalty: 6095.210449
	Iteration 84Q: 3 clusters Score -2.586057e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54205 members 
Mstep: Class 2 contains 163029 members 
Entering Unmasked Estep 
Score: -25860676.000000 Penalty: 6095.210449
	Iteration 85Q: 3 clusters Score -2.586068e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Mstep: Class 2 contains 165269 members 
Entering Unmasked Estep 
Score: -25860626.000000 Penalty: 6095.210449
	Iteration 86Q: 3 clusters Score -2.586063e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 167569 members 
Entering Unmasked Estep 
Score: -25860656.000000 Penalty: 6095.210449
	Iteration 87Q: 3 clusters Score -2.586066e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 169840 members 
Entering Unmasked Estep 
Score: -25860812.000000 Penalty: 6095.210449
	Iteration 88Q: 3 clusters Score -2.586081e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 172163 members 
Entering Unmasked Estep 
Score: -25860864.000000 Penalty: 6095.210449
	Iteration 89Q: 3 clusters Score -2.586086e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 174459 members 
Entering Unmasked Estep 
Score: -25861224.000000 Penalty: 6095.210449
	Iteration 90Q: 3 clusters Score -2.586122e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 176717 members 
Entering Unmasked Estep 
Score: -25861222.000000 Penalty: 6095.210449
	Iteration 91Q: 3 clusters Score -2.586122e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 178937 members 
Entering Unmasked Estep 
Score: -25861366.000000 Penalty: 6095.210449
	Iteration 92Q: 3 clusters Score -2.586137e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 181114 members 
Entering Unmasked Estep 
Score: -25861602.000000 Penalty: 6095.210449
	Iteration 93Q: 3 clusters Score -2.58616e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 183219 members 
Entering Unmasked Estep 
Score: -25861632.000000 Penalty: 6095.210449
	Iteration 94Q: 3 clusters Score -2.586163e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 185300 members 
Entering Unmasked Estep 
Score: -25862050.000000 Penalty: 6095.210449
	Iteration 95Q: 3 clusters Score -2.586205e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 187418 members 
Entering Unmasked Estep 
Score: -25862474.000000 Penalty: 6095.210449
	Iteration 96Q: 3 clusters Score -2.586247e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 189476 members 
Entering Unmasked Estep 
Score: -25863246.000000 Penalty: 6095.210449
	Iteration 97Q: 3 clusters Score -2.586325e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 191501 members 
Entering Unmasked Estep 
Score: -25865358.000000 Penalty: 6095.210449
	Iteration 98Q: 3 clusters Score -2.586536e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 193578 members 
Entering Unmasked Estep 
Score: -25867344.000000 Penalty: 6095.210449
	Iteration 99Q: 3 clusters Score -2.586734e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 195695 members 
Entering Unmasked Estep 
Score: -25869350.000000 Penalty: 6095.210449
	Iteration 100F: 3 clusters Score -2.586935e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 197827 members 
Entering Unmasked Estep 
Score: -25871192.000000 Penalty: 6095.210449
	Iteration 101Q: 3 clusters Score -2.587119e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 199977 members 
Entering Unmasked Estep 
Score: -25872658.000000 Penalty: 6095.210449
	Iteration 102Q: 3 clusters Score -2.587266e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 202088 members 
Entering Unmasked Estep 
Score: -25874058.000000 Penalty: 6095.210449
	Iteration 103Q: 3 clusters Score -2.587406e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 204102 members 
Entering Unmasked Estep 
Score: -25875256.000000 Penalty: 6095.210449
	Iteration 104Q: 3 clusters Score -2.587526e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 205980 members 
Entering Unmasked Estep 
Score: -25876172.000000 Penalty: 6095.210449
	Iteration 105Q: 3 clusters Score -2.587617e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 207738 members 
Entering Unmasked Estep 
Score: -25876774.000000 Penalty: 6095.210449
	Iteration 106Q: 3 clusters Score -2.587677e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 209302 members 
Entering Unmasked Estep 
Score: -25877112.000000 Penalty: 6095.210449
	Iteration 107Q: 3 clusters Score -2.587711e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 210663 members 
Entering Unmasked Estep 
Score: -25877452.000000 Penalty: 6095.210449
	Iteration 108Q: 3 clusters Score -2.587745e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 211863 members 
Entering Unmasked Estep 
Score: -25877254.000000 Penalty: 6095.210449
	Iteration 109Q: 3 clusters Score -2.587725e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 212860 members 
Entering Unmasked Estep 
Score: -25877096.000000 Penalty: 6095.210449
	Iteration 110Q: 3 clusters Score -2.58771e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 213674 members 
Entering Unmasked Estep 
Score: -25876932.000000 Penalty: 6095.210449
	Iteration 111Q: 3 clusters Score -2.587693e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 214288 members 
Entering Unmasked Estep 
Score: -25876894.000000 Penalty: 6095.210449
	Iteration 112Q: 3 clusters Score -2.587689e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 214734 members 
Entering Unmasked Estep 
Score: -25876778.000000 Penalty: 6095.210449
	Iteration 113Q: 3 clusters Score -2.587678e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 215068 members 
Entering Unmasked Estep 
Score: -25876708.000000 Penalty: 6095.210449
	Iteration 114Q: 3 clusters Score -2.587671e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 215309 members 
Entering Unmasked Estep 
Score: -25876602.000000 Penalty: 6095.210449
	Iteration 115Q: 3 clusters Score -2.58766e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 215496 members 
Entering Unmasked Estep 
Score: -25876544.000000 Penalty: 6095.210449
	Iteration 116Q: 3 clusters Score -2.587654e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 215647 members 
Entering Unmasked Estep 
Score: -25876512.000000 Penalty: 6095.210449
	Iteration 117Q: 3 clusters Score -2.587651e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 215756 members 
Entering Unmasked Estep 
Score: -25876492.000000 Penalty: 6095.210449
	Iteration 118Q: 3 clusters Score -2.587649e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 215840 members 
Entering Unmasked Estep 
Score: -25876512.000000 Penalty: 6095.210449
	Iteration 119Q: 3 clusters Score -2.587651e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 215913 members 
Entering Unmasked Estep 
Score: -25876486.000000 Penalty: 6095.210449
	Iteration 120F: 3 clusters Score -2.587649e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 215987 members 
Entering Unmasked Estep 
Score: -25876510.000000 Penalty: 6095.210449
	Iteration 121Q: 3 clusters Score -2.587651e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 216053 members 
Entering Unmasked Estep 
Score: -25876530.000000 Penalty: 6095.210449
	Iteration 122Q: 3 clusters Score -2.587653e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 216097 members 
Entering Unmasked Estep 
Score: -25876448.000000 Penalty: 6095.210449
	Iteration 123Q: 3 clusters Score -2.587645e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 216133 members 
Entering Unmasked Estep 
Score: -25876450.000000 Penalty: 6095.210449
	Iteration 124Q: 3 clusters Score -2.587645e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 216177 members 
Entering Unmasked Estep 
Score: -25876398.000000 Penalty: 6095.210449
	Iteration 125Q: 3 clusters Score -2.58764e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 216221 members 
Entering Unmasked Estep 
Score: -25876440.000000 Penalty: 6095.210449
	Iteration 126Q: 3 clusters Score -2.587644e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 216244 members 
Entering Unmasked Estep 
Score: -25876434.000000 Penalty: 6095.210449
	Iteration 127Q: 3 clusters Score -2.587643e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 216256 members 
Entering Unmasked Estep 
Score: -25876420.000000 Penalty: 6095.210449
	Iteration 128Q: 3 clusters Score -2.587642e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 216266 members 
Entering Unmasked Estep 
Score: -25876414.000000 Penalty: 6095.210449
	Iteration 129Q: 3 clusters Score -2.587641e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 216283 members 
Entering Unmasked Estep 
Score: -25876414.000000 Penalty: 6095.210449
	Iteration 130Q: 3 clusters Score -2.587641e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 216296 members 
Entering Unmasked Estep 
Score: -25876422.000000 Penalty: 6095.210449
	Iteration 131Q: 3 clusters Score -2.587642e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 216305 members 
Entering Unmasked Estep 
Score: -25876424.000000 Penalty: 6095.210449
	Iteration 132Q: 3 clusters Score -2.587642e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 216314 members 
Entering Unmasked Estep 
Score: -25876428.000000 Penalty: 6095.210449
	Iteration 133Q: 3 clusters Score -2.587643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 216316 members 
Entering Unmasked Estep 
Score: -25876438.000000 Penalty: 6095.210449
	Iteration 134Q: 3 clusters Score -2.587644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 216317 members 
Entering Unmasked Estep 
Score: -25876438.000000 Penalty: 6095.210449
	Iteration 135Q: 3 clusters Score -2.587644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 216318 members 
Entering Unmasked Estep 
Score: -25876444.000000 Penalty: 6095.210449
	Iteration 136Q: 3 clusters Score -2.587644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 216318 members 
Entering Unmasked Estep 
Score: -25876444.000000 Penalty: 6095.210449
	Iteration 137F: 3 clusters Score -2.587644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (53802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53802 members 
Entering Unmasked Estep 
Score: -6444934.000000 Penalty: 2701.480225
	Iteration 0F: 2 clusters Score -6444934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -6408732.000000 Penalty: 5402.960449
	Iteration 0F: 3 clusters Score -6408732 nChanged 24840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -6422546.000000 Penalty: 5402.960449
	Iteration 1F: 3 clusters Score -6422546 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -6423298.000000 Penalty: 5402.960449
	Iteration 2Q: 3 clusters Score -6423298 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -6424243.000000 Penalty: 5402.960449
	Iteration 3Q: 3 clusters Score -6424243 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -6425790.000000 Penalty: 5402.960449
	Iteration 4F: 3 clusters Score -6425790 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -6428223.000000 Penalty: 5402.960449
	Iteration 5F: 3 clusters Score -6428223 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -6431636.500000 Penalty: 5402.960449
	Iteration 6F: 3 clusters Score -6431636 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -6435294.000000 Penalty: 5402.960449
	Iteration 7F: 3 clusters Score -6435294 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -6438188.500000 Penalty: 5402.960449
	Iteration 8F: 3 clusters Score -6438188 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -6439935.500000 Penalty: 5402.960449
	Iteration 9Q: 3 clusters Score -6439936 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -6441066.000000 Penalty: 5402.960449
	Iteration 10Q: 3 clusters Score -6441066 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49109 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -6441702.500000 Penalty: 5402.960449
	Iteration 11Q: 3 clusters Score -6441702 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -6442107.500000 Penalty: 5402.960449
	Iteration 12Q: 3 clusters Score -6442108 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -6442353.500000 Penalty: 5402.960449
	Iteration 13Q: 3 clusters Score -6442354 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -6442535.500000 Penalty: 5402.960449
	Iteration 14Q: 3 clusters Score -6442536 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50990 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -6442677.000000 Penalty: 5402.960449
	Iteration 15Q: 3 clusters Score -6442677 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -6442797.500000 Penalty: 5402.960449
	Iteration 16Q: 3 clusters Score -6442798 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -6442874.000000 Penalty: 5402.960449
	Iteration 17Q: 3 clusters Score -6442874 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -6442979.500000 Penalty: 5402.960449
	Iteration 18Q: 3 clusters Score -6442980 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -6443068.000000 Penalty: 5402.960449
	Iteration 19Q: 3 clusters Score -6443068 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -6443177.500000 Penalty: 5402.960449
	Iteration 20F: 3 clusters Score -6443178 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -6443265.000000 Penalty: 5402.960449
	Iteration 21Q: 3 clusters Score -6443265 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -6443356.500000 Penalty: 5402.960449
	Iteration 22Q: 3 clusters Score -6443356 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6443409.000000 Penalty: 5402.960449
	Iteration 23Q: 3 clusters Score -6443409 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -6443432.000000 Penalty: 5402.960449
	Iteration 24Q: 3 clusters Score -6443432 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52098 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6443455.500000 Penalty: 5402.960449
	Iteration 25Q: 3 clusters Score -6443456 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52110 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -6443471.000000 Penalty: 5402.960449
	Iteration 26Q: 3 clusters Score -6443471 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -6443487.000000 Penalty: 5402.960449
	Iteration 27Q: 3 clusters Score -6443487 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52135 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -6443494.000000 Penalty: 5402.960449
	Iteration 28Q: 3 clusters Score -6443494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6443495.000000 Penalty: 5402.960449
	Iteration 29Q: 3 clusters Score -6443495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -6443500.000000 Penalty: 5402.960449
	Iteration 30Q: 3 clusters Score -6443500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6443500.000000 Penalty: 5402.960449
	Iteration 31Q: 3 clusters Score -6443500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52156 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -6443500.500000 Penalty: 5402.960449
	Iteration 32Q: 3 clusters Score -6443500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -6443513.000000 Penalty: 5402.960449
	Iteration 33Q: 3 clusters Score -6443513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52160 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -6443512.500000 Penalty: 5402.960449
	Iteration 34Q: 3 clusters Score -6443512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52162 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6443507.500000 Penalty: 5402.960449
	Iteration 35Q: 3 clusters Score -6443508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52163 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -6443509.500000 Penalty: 5402.960449
	Iteration 36Q: 3 clusters Score -6443510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52166 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6443510.500000 Penalty: 5402.960449
	Iteration 37Q: 3 clusters Score -6443510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6443518.000000 Penalty: 5402.960449
	Iteration 38Q: 3 clusters Score -6443518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6443511.500000 Penalty: 5402.960449
	Iteration 39Q: 3 clusters Score -6443512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52170 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6443507.500000 Penalty: 5402.960449
	Iteration 40F: 3 clusters Score -6443508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52171 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6443509.500000 Penalty: 5402.960449
	Iteration 41Q: 3 clusters Score -6443510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52171 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6443514.000000 Penalty: 5402.960449
	Iteration 42Q: 3 clusters Score -6443514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -6443513.500000 Penalty: 5402.960449
	Iteration 43Q: 3 clusters Score -6443514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -6443513.500000 Penalty: 5402.960449
	Iteration 44F: 3 clusters Score -6443514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Entering Unmasked Estep 
Score: -2716428.000000 Penalty: 2482.727051
	Iteration 0F: 2 clusters Score -2716428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2700913.000000 Penalty: 4965.454102
	Iteration 0F: 3 clusters Score -2700913 nChanged 9759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2706172.500000 Penalty: 4965.454102
	Iteration 1F: 3 clusters Score -2706172 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2706486.000000 Penalty: 4965.454102
	Iteration 2Q: 3 clusters Score -2706486 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2706752.250000 Penalty: 4965.454102
	Iteration 3Q: 3 clusters Score -2706752 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2706953.750000 Penalty: 4965.454102
	Iteration 4Q: 3 clusters Score -2706954 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2707137.750000 Penalty: 4965.454102
	Iteration 5Q: 3 clusters Score -2707138 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2707299.750000 Penalty: 4965.454102
	Iteration 6Q: 3 clusters Score -2707300 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2707455.000000 Penalty: 4965.454102
	Iteration 7Q: 3 clusters Score -2707455 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2707622.000000 Penalty: 4965.454102
	Iteration 8Q: 3 clusters Score -2707622 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2707854.500000 Penalty: 4965.454102
	Iteration 9Q: 3 clusters Score -2707854 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2708148.250000 Penalty: 4965.454102
	Iteration 10Q: 3 clusters Score -2708148 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2708574.250000 Penalty: 4965.454102
	Iteration 11Q: 3 clusters Score -2708574 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2709223.000000 Penalty: 4965.454102
	Iteration 12Q: 3 clusters Score -2709223 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2710043.250000 Penalty: 4965.454102
	Iteration 13Q: 3 clusters Score -2710043 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2710892.000000 Penalty: 4965.454102
	Iteration 14F: 3 clusters Score -2710892 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2711700.000000 Penalty: 4965.454102
	Iteration 15Q: 3 clusters Score -2711700 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2712320.250000 Penalty: 4965.454102
	Iteration 16Q: 3 clusters Score -2712320 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -2712826.250000 Penalty: 4965.454102
	Iteration 17Q: 3 clusters Score -2712826 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -2713195.500000 Penalty: 4965.454102
	Iteration 18Q: 3 clusters Score -2713196 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -2713486.500000 Penalty: 4965.454102
	Iteration 19Q: 3 clusters Score -2713486 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -2713722.500000 Penalty: 4965.454102
	Iteration 20F: 3 clusters Score -2713722 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -2713875.250000 Penalty: 4965.454102
	Iteration 21Q: 3 clusters Score -2713875 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -2714020.750000 Penalty: 4965.454102
	Iteration 22Q: 3 clusters Score -2714021 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2714109.500000 Penalty: 4965.454102
	Iteration 23Q: 3 clusters Score -2714110 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2714152.750000 Penalty: 4965.454102
	Iteration 24Q: 3 clusters Score -2714153 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -2714186.250000 Penalty: 4965.454102
	Iteration 25Q: 3 clusters Score -2714186 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -2714211.750000 Penalty: 4965.454102
	Iteration 26Q: 3 clusters Score -2714212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -2714246.250000 Penalty: 4965.454102
	Iteration 27Q: 3 clusters Score -2714246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2714265.750000 Penalty: 4965.454102
	Iteration 28Q: 3 clusters Score -2714266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -2714287.000000 Penalty: 4965.454102
	Iteration 29Q: 3 clusters Score -2714287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2714296.750000 Penalty: 4965.454102
	Iteration 30Q: 3 clusters Score -2714297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2714319.750000 Penalty: 4965.454102
	Iteration 31Q: 3 clusters Score -2714320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2714332.500000 Penalty: 4965.454102
	Iteration 32Q: 3 clusters Score -2714332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -2714340.500000 Penalty: 4965.454102
	Iteration 33Q: 3 clusters Score -2714340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -2714345.000000 Penalty: 4965.454102
	Iteration 34Q: 3 clusters Score -2714345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -2714353.750000 Penalty: 4965.454102
	Iteration 35Q: 3 clusters Score -2714354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -2714359.250000 Penalty: 4965.454102
	Iteration 36Q: 3 clusters Score -2714359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -2714360.750000 Penalty: 4965.454102
	Iteration 37Q: 3 clusters Score -2714361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2714364.500000 Penalty: 4965.454102
	Iteration 38Q: 3 clusters Score -2714364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -2714369.000000 Penalty: 4965.454102
	Iteration 39Q: 3 clusters Score -2714369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2714367.750000 Penalty: 4965.454102
	Iteration 40F: 3 clusters Score -2714368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -2714371.500000 Penalty: 4965.454102
	Iteration 41Q: 3 clusters Score -2714372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -2714371.750000 Penalty: 4965.454102
	Iteration 42Q: 3 clusters Score -2714372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -2714373.250000 Penalty: 4965.454102
	Iteration 43Q: 3 clusters Score -2714373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -2714374.250000 Penalty: 4965.454102
	Iteration 44Q: 3 clusters Score -2714374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -2714374.250000 Penalty: 4965.454102
	Iteration 45F: 3 clusters Score -2714374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Entering Unmasked Estep 
Score: -634410.937500 Penalty: 2126.527344
	Iteration 0F: 2 clusters Score -634410.9 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 2666 members 
Entering Unmasked Estep 
Score: -629717.562500 Penalty: 4253.054688
	Iteration 0F: 3 clusters Score -629717.6 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -630986.687500 Penalty: 4253.054688
	Iteration 1F: 3 clusters Score -630986.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -631335.062500 Penalty: 4253.054688
	Iteration 2F: 3 clusters Score -631335.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -631625.312500 Penalty: 4253.054688
	Iteration 3F: 3 clusters Score -631625.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -631897.250000 Penalty: 4253.054688
	Iteration 4F: 3 clusters Score -631897.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -632129.062500 Penalty: 4253.054688
	Iteration 5F: 3 clusters Score -632129.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -632320.687500 Penalty: 4253.054688
	Iteration 6Q: 3 clusters Score -632320.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -632464.437500 Penalty: 4253.054688
	Iteration 7Q: 3 clusters Score -632464.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -632561.062500 Penalty: 4253.054688
	Iteration 8Q: 3 clusters Score -632561.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -632616.187500 Penalty: 4253.054688
	Iteration 9Q: 3 clusters Score -632616.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -632653.875000 Penalty: 4253.054688
	Iteration 10Q: 3 clusters Score -632653.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -632678.062500 Penalty: 4253.054688
	Iteration 11Q: 3 clusters Score -632678.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -632691.562500 Penalty: 4253.054688
	Iteration 12Q: 3 clusters Score -632691.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -632703.062500 Penalty: 4253.054688
	Iteration 13Q: 3 clusters Score -632703.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -632711.437500 Penalty: 4253.054688
	Iteration 14Q: 3 clusters Score -632711.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -632719.375000 Penalty: 4253.054688
	Iteration 15Q: 3 clusters Score -632719.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -632722.062500 Penalty: 4253.054688
	Iteration 16Q: 3 clusters Score -632722.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -632731.687500 Penalty: 4253.054688
	Iteration 17Q: 3 clusters Score -632731.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -632740.312500 Penalty: 4253.054688
	Iteration 18Q: 3 clusters Score -632740.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -632744.312500 Penalty: 4253.054688
	Iteration 19Q: 3 clusters Score -632744.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -632748.937500 Penalty: 4253.054688
	Iteration 20F: 3 clusters Score -632748.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -632749.750000 Penalty: 4253.054688
	Iteration 21Q: 3 clusters Score -632749.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -632749.500000 Penalty: 4253.054688
	Iteration 22Q: 3 clusters Score -632749.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -632749.500000 Penalty: 4253.054688
	Iteration 23F: 3 clusters Score -632749.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Entering Unmasked Estep 
Score: -205139.328125 Penalty: 1857.512695
	Iteration 0F: 2 clusters Score -205139.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -202705.171875 Penalty: 3715.025391
	Iteration 0F: 3 clusters Score -202705.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -203161.906250 Penalty: 3715.025391
	Iteration 1F: 3 clusters Score -203161.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -203316.984375 Penalty: 3715.025391
	Iteration 2F: 3 clusters Score -203317 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -203428.375000 Penalty: 3715.025391
	Iteration 3F: 3 clusters Score -203428.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -203511.718750 Penalty: 3715.025391
	Iteration 4Q: 3 clusters Score -203511.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -203565.718750 Penalty: 3715.025391
	Iteration 5Q: 3 clusters Score -203565.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -203608.140625 Penalty: 3715.025391
	Iteration 6Q: 3 clusters Score -203608.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -203657.578125 Penalty: 3715.025391
	Iteration 7Q: 3 clusters Score -203657.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -203697.625000 Penalty: 3715.025391
	Iteration 8Q: 3 clusters Score -203697.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -203749.765625 Penalty: 3715.025391
	Iteration 9Q: 3 clusters Score -203749.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -203819.578125 Penalty: 3715.025391
	Iteration 10Q: 3 clusters Score -203819.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -203895.109375 Penalty: 3715.025391
	Iteration 11Q: 3 clusters Score -203895.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -203982.531250 Penalty: 3715.025391
	Iteration 12Q: 3 clusters Score -203982.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -204054.453125 Penalty: 3715.025391
	Iteration 13Q: 3 clusters Score -204054.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -204094.968750 Penalty: 3715.025391
	Iteration 14Q: 3 clusters Score -204095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -204120.546875 Penalty: 3715.025391
	Iteration 15Q: 3 clusters Score -204120.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -204142.750000 Penalty: 3715.025391
	Iteration 16Q: 3 clusters Score -204142.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -204158.515625 Penalty: 3715.025391
	Iteration 17Q: 3 clusters Score -204158.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -204171.171875 Penalty: 3715.025391
	Iteration 18Q: 3 clusters Score -204171.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -204177.531250 Penalty: 3715.025391
	Iteration 19Q: 3 clusters Score -204177.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -204180.078125 Penalty: 3715.025391
	Iteration 20F: 3 clusters Score -204180.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -204184.500000 Penalty: 3715.025391
	Iteration 21Q: 3 clusters Score -204184.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -204187.828125 Penalty: 3715.025391
	Iteration 22Q: 3 clusters Score -204187.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -204190.578125 Penalty: 3715.025391
	Iteration 23Q: 3 clusters Score -204190.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -204194.250000 Penalty: 3715.025391
	Iteration 24Q: 3 clusters Score -204194.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -204195.453125 Penalty: 3715.025391
	Iteration 25Q: 3 clusters Score -204195.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -204196.437500 Penalty: 3715.025391
	Iteration 26Q: 3 clusters Score -204196.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -204199.875000 Penalty: 3715.025391
	Iteration 27Q: 3 clusters Score -204199.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -204203.437500 Penalty: 3715.025391
	Iteration 28Q: 3 clusters Score -204203.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -204208.156250 Penalty: 3715.025391
	Iteration 29Q: 3 clusters Score -204208.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -204217.906250 Penalty: 3715.025391
	Iteration 30Q: 3 clusters Score -204217.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -204219.671875 Penalty: 3715.025391
	Iteration 31Q: 3 clusters Score -204219.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -204221.484375 Penalty: 3715.025391
	Iteration 32Q: 3 clusters Score -204221.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -204223.421875 Penalty: 3715.025391
	Iteration 33Q: 3 clusters Score -204223.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -204228.750000 Penalty: 3715.025391
	Iteration 34Q: 3 clusters Score -204228.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -204237.640625 Penalty: 3715.025391
	Iteration 35Q: 3 clusters Score -204237.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -204243.343750 Penalty: 3715.025391
	Iteration 36Q: 3 clusters Score -204243.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -204245.609375 Penalty: 3715.025391
	Iteration 37Q: 3 clusters Score -204245.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -204246.890625 Penalty: 3715.025391
	Iteration 38Q: 3 clusters Score -204246.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -204248.281250 Penalty: 3715.025391
	Iteration 39Q: 3 clusters Score -204248.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -204249.359375 Penalty: 3715.025391
	Iteration 40F: 3 clusters Score -204249.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -204250.515625 Penalty: 3715.025391
	Iteration 41Q: 3 clusters Score -204250.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -204253.171875 Penalty: 3715.025391
	Iteration 42Q: 3 clusters Score -204253.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -204254.953125 Penalty: 3715.025391
	Iteration 43Q: 3 clusters Score -204255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -204254.953125 Penalty: 3715.025391
	Iteration 44F: 3 clusters Score -204255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Entering Unmasked Estep 
Score: -4435736.000000 Penalty: 2606.483643
	Iteration 0F: 2 clusters Score -4435736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -4410993.500000 Penalty: 5212.967285
	Iteration 0F: 3 clusters Score -4410994 nChanged 16654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -4420157.000000 Penalty: 5212.967285
	Iteration 1F: 3 clusters Score -4420157 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -4421149.000000 Penalty: 5212.967285
	Iteration 2F: 3 clusters Score -4421149 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -4422351.500000 Penalty: 5212.967285
	Iteration 3F: 3 clusters Score -4422352 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -4423665.000000 Penalty: 5212.967285
	Iteration 4F: 3 clusters Score -4423665 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -4425083.000000 Penalty: 5212.967285
	Iteration 5F: 3 clusters Score -4425083 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -4426830.000000 Penalty: 5212.967285
	Iteration 6F: 3 clusters Score -4426830 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -4428873.000000 Penalty: 5212.967285
	Iteration 7F: 3 clusters Score -4428873 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -4430668.500000 Penalty: 5212.967285
	Iteration 8F: 3 clusters Score -4430668 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -4431879.500000 Penalty: 5212.967285
	Iteration 9F: 3 clusters Score -4431880 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -4432473.000000 Penalty: 5212.967285
	Iteration 10Q: 3 clusters Score -4432473 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -4432824.500000 Penalty: 5212.967285
	Iteration 11Q: 3 clusters Score -4432824 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -4433048.500000 Penalty: 5212.967285
	Iteration 12Q: 3 clusters Score -4433048 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -4433281.500000 Penalty: 5212.967285
	Iteration 13Q: 3 clusters Score -4433282 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -4433448.500000 Penalty: 5212.967285
	Iteration 14Q: 3 clusters Score -4433448 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -4433628.000000 Penalty: 5212.967285
	Iteration 15Q: 3 clusters Score -4433628 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -4433813.000000 Penalty: 5212.967285
	Iteration 16Q: 3 clusters Score -4433813 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -4433912.000000 Penalty: 5212.967285
	Iteration 17Q: 3 clusters Score -4433912 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -4434037.500000 Penalty: 5212.967285
	Iteration 18Q: 3 clusters Score -4434038 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -4434137.500000 Penalty: 5212.967285
	Iteration 19Q: 3 clusters Score -4434138 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -4434237.500000 Penalty: 5212.967285
	Iteration 20F: 3 clusters Score -4434238 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -4434322.000000 Penalty: 5212.967285
	Iteration 21Q: 3 clusters Score -4434322 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -4434365.000000 Penalty: 5212.967285
	Iteration 22Q: 3 clusters Score -4434365 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -4434441.500000 Penalty: 5212.967285
	Iteration 23Q: 3 clusters Score -4434442 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -4434486.000000 Penalty: 5212.967285
	Iteration 24Q: 3 clusters Score -4434486 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -4434530.000000 Penalty: 5212.967285
	Iteration 25Q: 3 clusters Score -4434530 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -4434560.000000 Penalty: 5212.967285
	Iteration 26Q: 3 clusters Score -4434560 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -4434597.000000 Penalty: 5212.967285
	Iteration 27Q: 3 clusters Score -4434597 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -4434630.500000 Penalty: 5212.967285
	Iteration 28Q: 3 clusters Score -4434630 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -4434666.500000 Penalty: 5212.967285
	Iteration 29Q: 3 clusters Score -4434666 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -4434693.000000 Penalty: 5212.967285
	Iteration 30Q: 3 clusters Score -4434693 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -4434725.000000 Penalty: 5212.967285
	Iteration 31Q: 3 clusters Score -4434725 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -4434762.500000 Penalty: 5212.967285
	Iteration 32Q: 3 clusters Score -4434762 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -4434787.000000 Penalty: 5212.967285
	Iteration 33Q: 3 clusters Score -4434787 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -4434806.000000 Penalty: 5212.967285
	Iteration 34Q: 3 clusters Score -4434806 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -4434812.500000 Penalty: 5212.967285
	Iteration 35Q: 3 clusters Score -4434812 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -4434822.000000 Penalty: 5212.967285
	Iteration 36Q: 3 clusters Score -4434822 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -4434846.500000 Penalty: 5212.967285
	Iteration 37Q: 3 clusters Score -4434846 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -4434850.000000 Penalty: 5212.967285
	Iteration 38Q: 3 clusters Score -4434850 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -4434878.500000 Penalty: 5212.967285
	Iteration 39Q: 3 clusters Score -4434878 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -4434880.500000 Penalty: 5212.967285
	Iteration 40F: 3 clusters Score -4434880 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -4434904.000000 Penalty: 5212.967285
	Iteration 41Q: 3 clusters Score -4434904 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -4434911.500000 Penalty: 5212.967285
	Iteration 42Q: 3 clusters Score -4434912 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -4434922.500000 Penalty: 5212.967285
	Iteration 43Q: 3 clusters Score -4434922 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -4434925.500000 Penalty: 5212.967285
	Iteration 44Q: 3 clusters Score -4434926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -4434922.000000 Penalty: 5212.967285
	Iteration 45Q: 3 clusters Score -4434922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -4434937.500000 Penalty: 5212.967285
	Iteration 46Q: 3 clusters Score -4434938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -4434943.500000 Penalty: 5212.967285
	Iteration 47Q: 3 clusters Score -4434944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -4434942.500000 Penalty: 5212.967285
	Iteration 48Q: 3 clusters Score -4434942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -4434948.000000 Penalty: 5212.967285
	Iteration 49Q: 3 clusters Score -4434948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -4434944.000000 Penalty: 5212.967285
	Iteration 50Q: 3 clusters Score -4434944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -4434948.500000 Penalty: 5212.967285
	Iteration 51Q: 3 clusters Score -4434948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -4434946.000000 Penalty: 5212.967285
	Iteration 52Q: 3 clusters Score -4434946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -4434950.000000 Penalty: 5212.967285
	Iteration 53Q: 3 clusters Score -4434950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -4434949.500000 Penalty: 5212.967285
	Iteration 54Q: 3 clusters Score -4434950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -4434949.500000 Penalty: 5212.967285
	Iteration 55Q: 3 clusters Score -4434950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -4434953.500000 Penalty: 5212.967285
	Iteration 56Q: 3 clusters Score -4434954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -4434951.000000 Penalty: 5212.967285
	Iteration 57Q: 3 clusters Score -4434951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -4434952.500000 Penalty: 5212.967285
	Iteration 58Q: 3 clusters Score -4434952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -4434942.500000 Penalty: 5212.967285
	Iteration 59Q: 3 clusters Score -4434942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -4434952.000000 Penalty: 5212.967285
	Iteration 60F: 3 clusters Score -4434952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -4434954.500000 Penalty: 5212.967285
	Iteration 61Q: 3 clusters Score -4434954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -4434947.500000 Penalty: 5212.967285
	Iteration 62Q: 3 clusters Score -4434948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -4434946.000000 Penalty: 5212.967285
	Iteration 63Q: 3 clusters Score -4434946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -4434946.500000 Penalty: 5212.967285
	Iteration 64Q: 3 clusters Score -4434946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -4434954.500000 Penalty: 5212.967285
	Iteration 65Q: 3 clusters Score -4434954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -4434955.000000 Penalty: 5212.967285
	Iteration 66Q: 3 clusters Score -4434955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -4434946.000000 Penalty: 5212.967285
	Iteration 67Q: 3 clusters Score -4434946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -4434949.000000 Penalty: 5212.967285
	Iteration 68Q: 3 clusters Score -4434949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -4434947.000000 Penalty: 5212.967285
	Iteration 69Q: 3 clusters Score -4434947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -4434947.500000 Penalty: 5212.967285
	Iteration 70Q: 3 clusters Score -4434948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -4434946.500000 Penalty: 5212.967285
	Iteration 71Q: 3 clusters Score -4434946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -4434946.500000 Penalty: 5212.967285
	Iteration 72Q: 3 clusters Score -4434946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -4434946.000000 Penalty: 5212.967285
	Iteration 73Q: 3 clusters Score -4434946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -4434940.000000 Penalty: 5212.967285
	Iteration 74Q: 3 clusters Score -4434940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -4434941.500000 Penalty: 5212.967285
	Iteration 75Q: 3 clusters Score -4434942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -4434941.500000 Penalty: 5212.967285
	Iteration 76Q: 3 clusters Score -4434942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -4434946.500000 Penalty: 5212.967285
	Iteration 77Q: 3 clusters Score -4434946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -4434941.500000 Penalty: 5212.967285
	Iteration 78Q: 3 clusters Score -4434942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -4434941.500000 Penalty: 5212.967285
	Iteration 79Q: 3 clusters Score -4434942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -4434939.000000 Penalty: 5212.967285
	Iteration 80F: 3 clusters Score -4434939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -4434944.500000 Penalty: 5212.967285
	Iteration 81Q: 3 clusters Score -4434944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -4434940.000000 Penalty: 5212.967285
	Iteration 82Q: 3 clusters Score -4434940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -4434940.000000 Penalty: 5212.967285
	Iteration 83Q: 3 clusters Score -4434940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -4434939.000000 Penalty: 5212.967285
	Iteration 84Q: 3 clusters Score -4434939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -4434940.000000 Penalty: 5212.967285
	Iteration 85Q: 3 clusters Score -4434940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -4434940.000000 Penalty: 5212.967285
	Iteration 86F: 3 clusters Score -4434940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Entering Unmasked Estep 
Score: -959269.187500 Penalty: 2226.457520
	Iteration 0F: 2 clusters Score -959269.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -952858.062500 Penalty: 4452.915039
	Iteration 0F: 3 clusters Score -952858.1 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -954606.437500 Penalty: 4452.915039
	Iteration 1F: 3 clusters Score -954606.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -954832.187500 Penalty: 4452.915039
	Iteration 2F: 3 clusters Score -954832.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -954993.750000 Penalty: 4452.915039
	Iteration 3Q: 3 clusters Score -954993.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -955116.562500 Penalty: 4452.915039
	Iteration 4Q: 3 clusters Score -955116.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -955205.375000 Penalty: 4452.915039
	Iteration 5Q: 3 clusters Score -955205.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -955274.937500 Penalty: 4452.915039
	Iteration 6Q: 3 clusters Score -955274.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -955338.687500 Penalty: 4452.915039
	Iteration 7Q: 3 clusters Score -955338.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -955402.187500 Penalty: 4452.915039
	Iteration 8Q: 3 clusters Score -955402.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -955447.437500 Penalty: 4452.915039
	Iteration 9Q: 3 clusters Score -955447.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -955488.562500 Penalty: 4452.915039
	Iteration 10Q: 3 clusters Score -955488.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -955536.937500 Penalty: 4452.915039
	Iteration 11Q: 3 clusters Score -955536.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -955585.625000 Penalty: 4452.915039
	Iteration 12Q: 3 clusters Score -955585.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -955634.375000 Penalty: 4452.915039
	Iteration 13Q: 3 clusters Score -955634.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -955694.625000 Penalty: 4452.915039
	Iteration 14Q: 3 clusters Score -955694.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -955759.312500 Penalty: 4452.915039
	Iteration 15Q: 3 clusters Score -955759.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -955823.750000 Penalty: 4452.915039
	Iteration 16Q: 3 clusters Score -955823.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -955895.812500 Penalty: 4452.915039
	Iteration 17Q: 3 clusters Score -955895.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -955979.000000 Penalty: 4452.915039
	Iteration 18Q: 3 clusters Score -955979 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -956053.625000 Penalty: 4452.915039
	Iteration 19Q: 3 clusters Score -956053.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -956127.000000 Penalty: 4452.915039
	Iteration 20F: 3 clusters Score -956127 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -956210.125000 Penalty: 4452.915039
	Iteration 21Q: 3 clusters Score -956210.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -956294.812500 Penalty: 4452.915039
	Iteration 22Q: 3 clusters Score -956294.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -956405.250000 Penalty: 4452.915039
	Iteration 23Q: 3 clusters Score -956405.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -956533.437500 Penalty: 4452.915039
	Iteration 24Q: 3 clusters Score -956533.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -956643.437500 Penalty: 4452.915039
	Iteration 25Q: 3 clusters Score -956643.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -956735.312500 Penalty: 4452.915039
	Iteration 26Q: 3 clusters Score -956735.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -956838.875000 Penalty: 4452.915039
	Iteration 27Q: 3 clusters Score -956838.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -956942.500000 Penalty: 4452.915039
	Iteration 28Q: 3 clusters Score -956942.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -957014.312500 Penalty: 4452.915039
	Iteration 29Q: 3 clusters Score -957014.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -957075.875000 Penalty: 4452.915039
	Iteration 30Q: 3 clusters Score -957075.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -957119.000000 Penalty: 4452.915039
	Iteration 31Q: 3 clusters Score -957119 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -957161.812500 Penalty: 4452.915039
	Iteration 32Q: 3 clusters Score -957161.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -957209.625000 Penalty: 4452.915039
	Iteration 33Q: 3 clusters Score -957209.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -957236.500000 Penalty: 4452.915039
	Iteration 34Q: 3 clusters Score -957236.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -957258.250000 Penalty: 4452.915039
	Iteration 35Q: 3 clusters Score -957258.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -957269.687500 Penalty: 4452.915039
	Iteration 36Q: 3 clusters Score -957269.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -957283.875000 Penalty: 4452.915039
	Iteration 37Q: 3 clusters Score -957283.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -957296.500000 Penalty: 4452.915039
	Iteration 38Q: 3 clusters Score -957296.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -957305.875000 Penalty: 4452.915039
	Iteration 39Q: 3 clusters Score -957305.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -957311.437500 Penalty: 4452.915039
	Iteration 40F: 3 clusters Score -957311.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -957317.375000 Penalty: 4452.915039
	Iteration 41Q: 3 clusters Score -957317.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -957319.375000 Penalty: 4452.915039
	Iteration 42Q: 3 clusters Score -957319.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -957321.250000 Penalty: 4452.915039
	Iteration 43Q: 3 clusters Score -957321.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -957322.062500 Penalty: 4452.915039
	Iteration 44Q: 3 clusters Score -957322.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -957322.562500 Penalty: 4452.915039
	Iteration 45Q: 3 clusters Score -957322.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -957328.187500 Penalty: 4452.915039
	Iteration 46Q: 3 clusters Score -957328.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -957332.812500 Penalty: 4452.915039
	Iteration 47Q: 3 clusters Score -957332.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -957332.312500 Penalty: 4452.915039
	Iteration 48Q: 3 clusters Score -957332.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -957332.625000 Penalty: 4452.915039
	Iteration 49Q: 3 clusters Score -957332.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -957334.687500 Penalty: 4452.915039
	Iteration 50Q: 3 clusters Score -957334.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -957334.687500 Penalty: 4452.915039
	Iteration 51F: 3 clusters Score -957334.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Entering Unmasked Estep 
Score: -570903.000000 Penalty: 2097.919434
	Iteration 0F: 2 clusters Score -570903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -566601.937500 Penalty: 4195.838867
	Iteration 0F: 3 clusters Score -566601.9 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -567603.937500 Penalty: 4195.838867
	Iteration 1F: 3 clusters Score -567603.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -567830.937500 Penalty: 4195.838867
	Iteration 2F: 3 clusters Score -567830.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -568082.937500 Penalty: 4195.838867
	Iteration 3Q: 3 clusters Score -568082.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -568336.812500 Penalty: 4195.838867
	Iteration 4F: 3 clusters Score -568336.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -568531.687500 Penalty: 4195.838867
	Iteration 5F: 3 clusters Score -568531.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -568764.062500 Penalty: 4195.838867
	Iteration 6F: 3 clusters Score -568764.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -569044.750000 Penalty: 4195.838867
	Iteration 7F: 3 clusters Score -569044.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -569367.500000 Penalty: 4195.838867
	Iteration 8F: 3 clusters Score -569367.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -569685.437500 Penalty: 4195.838867
	Iteration 9F: 3 clusters Score -569685.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -569866.125000 Penalty: 4195.838867
	Iteration 10Q: 3 clusters Score -569866.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -569985.312500 Penalty: 4195.838867
	Iteration 11Q: 3 clusters Score -569985.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -570079.625000 Penalty: 4195.838867
	Iteration 12Q: 3 clusters Score -570079.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -570141.250000 Penalty: 4195.838867
	Iteration 13Q: 3 clusters Score -570141.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -570200.562500 Penalty: 4195.838867
	Iteration 14Q: 3 clusters Score -570200.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -570245.625000 Penalty: 4195.838867
	Iteration 15Q: 3 clusters Score -570245.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -570268.562500 Penalty: 4195.838867
	Iteration 16Q: 3 clusters Score -570268.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -570281.625000 Penalty: 4195.838867
	Iteration 17Q: 3 clusters Score -570281.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -570290.062500 Penalty: 4195.838867
	Iteration 18Q: 3 clusters Score -570290.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -570295.375000 Penalty: 4195.838867
	Iteration 19Q: 3 clusters Score -570295.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -570300.250000 Penalty: 4195.838867
	Iteration 20F: 3 clusters Score -570300.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -570304.625000 Penalty: 4195.838867
	Iteration 21Q: 3 clusters Score -570304.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -570308.500000 Penalty: 4195.838867
	Iteration 22Q: 3 clusters Score -570308.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -570308.562500 Penalty: 4195.838867
	Iteration 23Q: 3 clusters Score -570308.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -570310.062500 Penalty: 4195.838867
	Iteration 24Q: 3 clusters Score -570310.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -570312.625000 Penalty: 4195.838867
	Iteration 25Q: 3 clusters Score -570312.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -570314.062500 Penalty: 4195.838867
	Iteration 26Q: 3 clusters Score -570314.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -570316.125000 Penalty: 4195.838867
	Iteration 27Q: 3 clusters Score -570316.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -570318.437500 Penalty: 4195.838867
	Iteration 28Q: 3 clusters Score -570318.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -570318.437500 Penalty: 4195.838867
	Iteration 29F: 3 clusters Score -570318.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Entering Unmasked Estep 
Score: -67974.640625 Penalty: 1617.479004
	Iteration 0F: 2 clusters Score -67974.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66347.914062 Penalty: 3234.958008
	Iteration 0F: 3 clusters Score -66347.91 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -66684.656250 Penalty: 3234.958008
	Iteration 1F: 3 clusters Score -66684.66 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -66904.671875 Penalty: 3234.958008
	Iteration 2F: 3 clusters Score -66904.67 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -67098.140625 Penalty: 3234.958008
	Iteration 3F: 3 clusters Score -67098.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -67225.742188 Penalty: 3234.958008
	Iteration 4Q: 3 clusters Score -67225.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -67284.257812 Penalty: 3234.958008
	Iteration 5Q: 3 clusters Score -67284.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -67365.976562 Penalty: 3234.958008
	Iteration 6Q: 3 clusters Score -67365.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -67413.031250 Penalty: 3234.958008
	Iteration 7Q: 3 clusters Score -67413.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -67424.023438 Penalty: 3234.958008
	Iteration 8Q: 3 clusters Score -67424.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -67431.359375 Penalty: 3234.958008
	Iteration 9Q: 3 clusters Score -67431.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -67437.570312 Penalty: 3234.958008
	Iteration 10Q: 3 clusters Score -67437.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -67444.125000 Penalty: 3234.958008
	Iteration 11Q: 3 clusters Score -67444.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -67449.507812 Penalty: 3234.958008
	Iteration 12Q: 3 clusters Score -67449.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -67453.554688 Penalty: 3234.958008
	Iteration 13Q: 3 clusters Score -67453.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -67459.335938 Penalty: 3234.958008
	Iteration 14Q: 3 clusters Score -67459.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -67472.546875 Penalty: 3234.958008
	Iteration 15Q: 3 clusters Score -67472.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -67481.125000 Penalty: 3234.958008
	Iteration 16Q: 3 clusters Score -67481.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67486.632812 Penalty: 3234.958008
	Iteration 17Q: 3 clusters Score -67486.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -67495.671875 Penalty: 3234.958008
	Iteration 18Q: 3 clusters Score -67495.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -67495.671875 Penalty: 3234.958008
	Iteration 19F: 3 clusters Score -67495.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Entering Unmasked Estep 
Score: -194421.031250 Penalty: 1835.807983
	Iteration 0F: 2 clusters Score -194421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -192030.187500 Penalty: 3671.615967
	Iteration 0F: 3 clusters Score -192030.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -192397.421875 Penalty: 3671.615967
	Iteration 1F: 3 clusters Score -192397.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -192495.750000 Penalty: 3671.615967
	Iteration 2F: 3 clusters Score -192495.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -192539.312500 Penalty: 3671.615967
	Iteration 3Q: 3 clusters Score -192539.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -192563.328125 Penalty: 3671.615967
	Iteration 4Q: 3 clusters Score -192563.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -192581.109375 Penalty: 3671.615967
	Iteration 5Q: 3 clusters Score -192581.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -192596.171875 Penalty: 3671.615967
	Iteration 6Q: 3 clusters Score -192596.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -192604.046875 Penalty: 3671.615967
	Iteration 7Q: 3 clusters Score -192604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -192608.046875 Penalty: 3671.615967
	Iteration 8Q: 3 clusters Score -192608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -192614.125000 Penalty: 3671.615967
	Iteration 9Q: 3 clusters Score -192614.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -192615.203125 Penalty: 3671.615967
	Iteration 10Q: 3 clusters Score -192615.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -192616.703125 Penalty: 3671.615967
	Iteration 11Q: 3 clusters Score -192616.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -192618.640625 Penalty: 3671.615967
	Iteration 12Q: 3 clusters Score -192618.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -192620.968750 Penalty: 3671.615967
	Iteration 13Q: 3 clusters Score -192621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -192623.265625 Penalty: 3671.615967
	Iteration 14Q: 3 clusters Score -192623.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -192625.281250 Penalty: 3671.615967
	Iteration 15Q: 3 clusters Score -192625.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -192627.421875 Penalty: 3671.615967
	Iteration 16Q: 3 clusters Score -192627.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -192629.953125 Penalty: 3671.615967
	Iteration 17Q: 3 clusters Score -192630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -192631.609375 Penalty: 3671.615967
	Iteration 18Q: 3 clusters Score -192631.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -192633.796875 Penalty: 3671.615967
	Iteration 19Q: 3 clusters Score -192633.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -192636.250000 Penalty: 3671.615967
	Iteration 20F: 3 clusters Score -192636.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -192637.953125 Penalty: 3671.615967
	Iteration 21Q: 3 clusters Score -192638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -192638.171875 Penalty: 3671.615967
	Iteration 22Q: 3 clusters Score -192638.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -192638.171875 Penalty: 3671.615967
	Iteration 23F: 3 clusters Score -192638.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Entering Unmasked Estep 
Score: -298593.500000 Penalty: 1928.476562
	Iteration 0F: 2 clusters Score -298593.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -295678.343750 Penalty: 3856.953125
	Iteration 0F: 3 clusters Score -295678.3 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -296206.437500 Penalty: 3856.953125
	Iteration 1F: 3 clusters Score -296206.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -296323.625000 Penalty: 3856.953125
	Iteration 2F: 3 clusters Score -296323.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -296396.812500 Penalty: 3856.953125
	Iteration 3Q: 3 clusters Score -296396.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -296442.812500 Penalty: 3856.953125
	Iteration 4Q: 3 clusters Score -296442.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -296472.625000 Penalty: 3856.953125
	Iteration 5Q: 3 clusters Score -296472.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -296491.500000 Penalty: 3856.953125
	Iteration 6Q: 3 clusters Score -296491.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -296507.218750 Penalty: 3856.953125
	Iteration 7Q: 3 clusters Score -296507.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -296525.875000 Penalty: 3856.953125
	Iteration 8Q: 3 clusters Score -296525.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -296540.812500 Penalty: 3856.953125
	Iteration 9Q: 3 clusters Score -296540.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -296552.968750 Penalty: 3856.953125
	Iteration 10Q: 3 clusters Score -296553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -296561.343750 Penalty: 3856.953125
	Iteration 11Q: 3 clusters Score -296561.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -296566.875000 Penalty: 3856.953125
	Iteration 12Q: 3 clusters Score -296566.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -296575.531250 Penalty: 3856.953125
	Iteration 13Q: 3 clusters Score -296575.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -296582.031250 Penalty: 3856.953125
	Iteration 14Q: 3 clusters Score -296582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -296588.281250 Penalty: 3856.953125
	Iteration 15Q: 3 clusters Score -296588.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -296593.281250 Penalty: 3856.953125
	Iteration 16Q: 3 clusters Score -296593.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -296600.187500 Penalty: 3856.953125
	Iteration 17Q: 3 clusters Score -296600.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -296606.937500 Penalty: 3856.953125
	Iteration 18Q: 3 clusters Score -296606.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -296612.875000 Penalty: 3856.953125
	Iteration 19Q: 3 clusters Score -296612.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -296616.468750 Penalty: 3856.953125
	Iteration 20F: 3 clusters Score -296616.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -296620.843750 Penalty: 3856.953125
	Iteration 21Q: 3 clusters Score -296620.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -296623.750000 Penalty: 3856.953125
	Iteration 22Q: 3 clusters Score -296623.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -296625.000000 Penalty: 3856.953125
	Iteration 23Q: 3 clusters Score -296625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -296627.750000 Penalty: 3856.953125
	Iteration 24Q: 3 clusters Score -296627.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -296632.750000 Penalty: 3856.953125
	Iteration 25Q: 3 clusters Score -296632.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -296636.593750 Penalty: 3856.953125
	Iteration 26Q: 3 clusters Score -296636.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -296644.437500 Penalty: 3856.953125
	Iteration 27Q: 3 clusters Score -296644.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -296648.812500 Penalty: 3856.953125
	Iteration 28Q: 3 clusters Score -296648.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -296650.875000 Penalty: 3856.953125
	Iteration 29Q: 3 clusters Score -296650.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -296652.781250 Penalty: 3856.953125
	Iteration 30Q: 3 clusters Score -296652.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -296653.500000 Penalty: 3856.953125
	Iteration 31Q: 3 clusters Score -296653.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -296656.218750 Penalty: 3856.953125
	Iteration 32Q: 3 clusters Score -296656.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -296657.906250 Penalty: 3856.953125
	Iteration 33Q: 3 clusters Score -296657.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -296660.906250 Penalty: 3856.953125
	Iteration 34Q: 3 clusters Score -296660.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -296669.593750 Penalty: 3856.953125
	Iteration 35Q: 3 clusters Score -296669.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -296675.437500 Penalty: 3856.953125
	Iteration 36Q: 3 clusters Score -296675.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -296679.593750 Penalty: 3856.953125
	Iteration 37Q: 3 clusters Score -296679.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -296684.437500 Penalty: 3856.953125
	Iteration 38Q: 3 clusters Score -296684.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -296690.156250 Penalty: 3856.953125
	Iteration 39Q: 3 clusters Score -296690.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -296696.531250 Penalty: 3856.953125
	Iteration 40F: 3 clusters Score -296696.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -296699.531250 Penalty: 3856.953125
	Iteration 41Q: 3 clusters Score -296699.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -296703.531250 Penalty: 3856.953125
	Iteration 42Q: 3 clusters Score -296703.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -296706.968750 Penalty: 3856.953125
	Iteration 43Q: 3 clusters Score -296707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -296708.625000 Penalty: 3856.953125
	Iteration 44Q: 3 clusters Score -296708.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -296710.843750 Penalty: 3856.953125
	Iteration 45Q: 3 clusters Score -296710.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -296711.468750 Penalty: 3856.953125
	Iteration 46Q: 3 clusters Score -296711.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -296713.437500 Penalty: 3856.953125
	Iteration 47Q: 3 clusters Score -296713.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -296716.218750 Penalty: 3856.953125
	Iteration 48Q: 3 clusters Score -296716.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -296718.531250 Penalty: 3856.953125
	Iteration 49Q: 3 clusters Score -296718.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -296722.375000 Penalty: 3856.953125
	Iteration 50Q: 3 clusters Score -296722.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -296724.656250 Penalty: 3856.953125
	Iteration 51Q: 3 clusters Score -296724.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -296727.531250 Penalty: 3856.953125
	Iteration 52Q: 3 clusters Score -296727.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -296728.968750 Penalty: 3856.953125
	Iteration 53Q: 3 clusters Score -296729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -296728.968750 Penalty: 3856.953125
	Iteration 54F: 3 clusters Score -296729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Entering Unmasked Estep 
Score: -5339936.000000 Penalty: 2653.001709
	Iteration 0F: 2 clusters Score -5339936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -5310151.500000 Penalty: 5306.003418
	Iteration 0F: 3 clusters Score -5310152 nChanged 20289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -5321091.500000 Penalty: 5306.003418
	Iteration 1F: 3 clusters Score -5321092 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -5321741.500000 Penalty: 5306.003418
	Iteration 2Q: 3 clusters Score -5321742 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -5322492.500000 Penalty: 5306.003418
	Iteration 3Q: 3 clusters Score -5322492 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -5323388.000000 Penalty: 5306.003418
	Iteration 4Q: 3 clusters Score -5323388 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -5324607.000000 Penalty: 5306.003418
	Iteration 5F: 3 clusters Score -5324607 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -5326190.500000 Penalty: 5306.003418
	Iteration 6F: 3 clusters Score -5326190 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -5328205.500000 Penalty: 5306.003418
	Iteration 7F: 3 clusters Score -5328206 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -5330256.000000 Penalty: 5306.003418
	Iteration 8F: 3 clusters Score -5330256 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -5331954.500000 Penalty: 5306.003418
	Iteration 9F: 3 clusters Score -5331954 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -5333037.000000 Penalty: 5306.003418
	Iteration 10Q: 3 clusters Score -5333037 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -5333690.000000 Penalty: 5306.003418
	Iteration 11Q: 3 clusters Score -5333690 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -5334120.000000 Penalty: 5306.003418
	Iteration 12Q: 3 clusters Score -5334120 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -5334464.500000 Penalty: 5306.003418
	Iteration 13Q: 3 clusters Score -5334464 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -5334729.500000 Penalty: 5306.003418
	Iteration 14Q: 3 clusters Score -5334730 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -5334992.500000 Penalty: 5306.003418
	Iteration 15Q: 3 clusters Score -5334992 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -5335199.500000 Penalty: 5306.003418
	Iteration 16Q: 3 clusters Score -5335200 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -5335398.000000 Penalty: 5306.003418
	Iteration 17Q: 3 clusters Score -5335398 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -5335500.000000 Penalty: 5306.003418
	Iteration 18Q: 3 clusters Score -5335500 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -5335645.000000 Penalty: 5306.003418
	Iteration 19Q: 3 clusters Score -5335645 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -5335822.500000 Penalty: 5306.003418
	Iteration 20F: 3 clusters Score -5335822 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -5335957.000000 Penalty: 5306.003418
	Iteration 21Q: 3 clusters Score -5335957 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -5336084.500000 Penalty: 5306.003418
	Iteration 22Q: 3 clusters Score -5336084 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -5336218.000000 Penalty: 5306.003418
	Iteration 23Q: 3 clusters Score -5336218 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -5336380.000000 Penalty: 5306.003418
	Iteration 24Q: 3 clusters Score -5336380 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -5336522.000000 Penalty: 5306.003418
	Iteration 25Q: 3 clusters Score -5336522 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -5336647.000000 Penalty: 5306.003418
	Iteration 26Q: 3 clusters Score -5336647 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -5336769.000000 Penalty: 5306.003418
	Iteration 27Q: 3 clusters Score -5336769 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -5336912.500000 Penalty: 5306.003418
	Iteration 28Q: 3 clusters Score -5336912 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -5337031.000000 Penalty: 5306.003418
	Iteration 29Q: 3 clusters Score -5337031 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -5337139.000000 Penalty: 5306.003418
	Iteration 30Q: 3 clusters Score -5337139 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -5337234.500000 Penalty: 5306.003418
	Iteration 31Q: 3 clusters Score -5337234 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -5337360.000000 Penalty: 5306.003418
	Iteration 32Q: 3 clusters Score -5337360 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -5337458.500000 Penalty: 5306.003418
	Iteration 33Q: 3 clusters Score -5337458 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -5337591.500000 Penalty: 5306.003418
	Iteration 34Q: 3 clusters Score -5337592 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -5337690.500000 Penalty: 5306.003418
	Iteration 35Q: 3 clusters Score -5337690 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -5337774.000000 Penalty: 5306.003418
	Iteration 36Q: 3 clusters Score -5337774 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -5337830.000000 Penalty: 5306.003418
	Iteration 37Q: 3 clusters Score -5337830 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -5337896.000000 Penalty: 5306.003418
	Iteration 38Q: 3 clusters Score -5337896 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -5337966.500000 Penalty: 5306.003418
	Iteration 39Q: 3 clusters Score -5337966 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5338025.000000 Penalty: 5306.003418
	Iteration 40F: 3 clusters Score -5338025 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -5338092.000000 Penalty: 5306.003418
	Iteration 41Q: 3 clusters Score -5338092 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5338182.000000 Penalty: 5306.003418
	Iteration 42Q: 3 clusters Score -5338182 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5338251.500000 Penalty: 5306.003418
	Iteration 43Q: 3 clusters Score -5338252 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5338333.500000 Penalty: 5306.003418
	Iteration 44Q: 3 clusters Score -5338334 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5338393.500000 Penalty: 5306.003418
	Iteration 45Q: 3 clusters Score -5338394 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5338485.000000 Penalty: 5306.003418
	Iteration 46Q: 3 clusters Score -5338485 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5338563.500000 Penalty: 5306.003418
	Iteration 47Q: 3 clusters Score -5338564 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -5338596.000000 Penalty: 5306.003418
	Iteration 48Q: 3 clusters Score -5338596 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5338647.000000 Penalty: 5306.003418
	Iteration 49Q: 3 clusters Score -5338647 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5338691.500000 Penalty: 5306.003418
	Iteration 50Q: 3 clusters Score -5338692 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5338733.500000 Penalty: 5306.003418
	Iteration 51Q: 3 clusters Score -5338734 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5338762.000000 Penalty: 5306.003418
	Iteration 52Q: 3 clusters Score -5338762 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5338778.500000 Penalty: 5306.003418
	Iteration 53Q: 3 clusters Score -5338778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5338788.500000 Penalty: 5306.003418
	Iteration 54Q: 3 clusters Score -5338788 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5338813.500000 Penalty: 5306.003418
	Iteration 55Q: 3 clusters Score -5338814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5338849.500000 Penalty: 5306.003418
	Iteration 56Q: 3 clusters Score -5338850 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5338872.000000 Penalty: 5306.003418
	Iteration 57Q: 3 clusters Score -5338872 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5338903.000000 Penalty: 5306.003418
	Iteration 58Q: 3 clusters Score -5338903 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5338937.500000 Penalty: 5306.003418
	Iteration 59Q: 3 clusters Score -5338938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5338987.500000 Penalty: 5306.003418
	Iteration 60F: 3 clusters Score -5338988 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5339039.000000 Penalty: 5306.003418
	Iteration 61Q: 3 clusters Score -5339039 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5339066.500000 Penalty: 5306.003418
	Iteration 62Q: 3 clusters Score -5339066 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5339086.000000 Penalty: 5306.003418
	Iteration 63Q: 3 clusters Score -5339086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5339098.500000 Penalty: 5306.003418
	Iteration 64Q: 3 clusters Score -5339098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5339113.000000 Penalty: 5306.003418
	Iteration 65Q: 3 clusters Score -5339113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5339132.000000 Penalty: 5306.003418
	Iteration 66Q: 3 clusters Score -5339132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5339145.000000 Penalty: 5306.003418
	Iteration 67Q: 3 clusters Score -5339145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5339149.000000 Penalty: 5306.003418
	Iteration 68Q: 3 clusters Score -5339149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5339150.500000 Penalty: 5306.003418
	Iteration 69Q: 3 clusters Score -5339150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5339151.000000 Penalty: 5306.003418
	Iteration 70Q: 3 clusters Score -5339151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5339154.000000 Penalty: 5306.003418
	Iteration 71Q: 3 clusters Score -5339154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5339156.500000 Penalty: 5306.003418
	Iteration 72Q: 3 clusters Score -5339156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5339156.500000 Penalty: 5306.003418
	Iteration 73Q: 3 clusters Score -5339156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5339161.000000 Penalty: 5306.003418
	Iteration 74Q: 3 clusters Score -5339161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5339161.000000 Penalty: 5306.003418
	Iteration 75Q: 3 clusters Score -5339161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5339163.500000 Penalty: 5306.003418
	Iteration 76Q: 3 clusters Score -5339164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -5339167.500000 Penalty: 5306.003418
	Iteration 77Q: 3 clusters Score -5339168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5339165.000000 Penalty: 5306.003418
	Iteration 78Q: 3 clusters Score -5339165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5339165.000000 Penalty: 5306.003418
	Iteration 79F: 3 clusters Score -5339165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Entering Unmasked Estep 
Score: -694196.500000 Penalty: 2165.891357
	Iteration 0F: 2 clusters Score -694196.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -688894.375000 Penalty: 4331.782715
	Iteration 0F: 3 clusters Score -688894.4 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -690639.062500 Penalty: 4331.782715
	Iteration 1F: 3 clusters Score -690639.1 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -691331.500000 Penalty: 4331.782715
	Iteration 2F: 3 clusters Score -691331.5 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -691956.562500 Penalty: 4331.782715
	Iteration 3F: 3 clusters Score -691956.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -692504.687500 Penalty: 4331.782715
	Iteration 4F: 3 clusters Score -692504.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -692909.750000 Penalty: 4331.782715
	Iteration 5F: 3 clusters Score -692909.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -693234.750000 Penalty: 4331.782715
	Iteration 6Q: 3 clusters Score -693234.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -693519.875000 Penalty: 4331.782715
	Iteration 7Q: 3 clusters Score -693519.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -693765.312500 Penalty: 4331.782715
	Iteration 8Q: 3 clusters Score -693765.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -693940.875000 Penalty: 4331.782715
	Iteration 9Q: 3 clusters Score -693940.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -694043.625000 Penalty: 4331.782715
	Iteration 10Q: 3 clusters Score -694043.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -694093.000000 Penalty: 4331.782715
	Iteration 11Q: 3 clusters Score -694093 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -694132.562500 Penalty: 4331.782715
	Iteration 12Q: 3 clusters Score -694132.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -694150.750000 Penalty: 4331.782715
	Iteration 13Q: 3 clusters Score -694150.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -694162.687500 Penalty: 4331.782715
	Iteration 14Q: 3 clusters Score -694162.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -694168.187500 Penalty: 4331.782715
	Iteration 15Q: 3 clusters Score -694168.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -694170.062500 Penalty: 4331.782715
	Iteration 16Q: 3 clusters Score -694170.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -694175.000000 Penalty: 4331.782715
	Iteration 17Q: 3 clusters Score -694175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -694176.875000 Penalty: 4331.782715
	Iteration 18Q: 3 clusters Score -694176.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -694179.062500 Penalty: 4331.782715
	Iteration 19Q: 3 clusters Score -694179.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -694181.437500 Penalty: 4331.782715
	Iteration 20F: 3 clusters Score -694181.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -694183.187500 Penalty: 4331.782715
	Iteration 21Q: 3 clusters Score -694183.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -694185.562500 Penalty: 4331.782715
	Iteration 22Q: 3 clusters Score -694185.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -694187.875000 Penalty: 4331.782715
	Iteration 23Q: 3 clusters Score -694187.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -694188.250000 Penalty: 4331.782715
	Iteration 24Q: 3 clusters Score -694188.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -694188.250000 Penalty: 4331.782715
	Iteration 25F: 3 clusters Score -694188.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Entering Unmasked Estep 
Score: -421805.250000 Penalty: 2038.125610
	Iteration 0F: 2 clusters Score -421805.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -418114.218750 Penalty: 4076.251221
	Iteration 0F: 3 clusters Score -418114.2 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -418887.625000 Penalty: 4076.251221
	Iteration 1F: 3 clusters Score -418887.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -419065.125000 Penalty: 4076.251221
	Iteration 2F: 3 clusters Score -419065.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -419220.125000 Penalty: 4076.251221
	Iteration 3Q: 3 clusters Score -419220.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -419384.156250 Penalty: 4076.251221
	Iteration 4Q: 3 clusters Score -419384.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -419576.843750 Penalty: 4076.251221
	Iteration 5Q: 3 clusters Score -419576.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -419752.375000 Penalty: 4076.251221
	Iteration 6Q: 3 clusters Score -419752.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -419923.062500 Penalty: 4076.251221
	Iteration 7F: 3 clusters Score -419923.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -420110.406250 Penalty: 4076.251221
	Iteration 8F: 3 clusters Score -420110.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -420250.781250 Penalty: 4076.251221
	Iteration 9Q: 3 clusters Score -420250.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -420356.937500 Penalty: 4076.251221
	Iteration 10Q: 3 clusters Score -420356.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -420442.843750 Penalty: 4076.251221
	Iteration 11Q: 3 clusters Score -420442.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -420505.000000 Penalty: 4076.251221
	Iteration 12Q: 3 clusters Score -420505 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -420539.750000 Penalty: 4076.251221
	Iteration 13Q: 3 clusters Score -420539.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -420572.031250 Penalty: 4076.251221
	Iteration 14Q: 3 clusters Score -420572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -420599.843750 Penalty: 4076.251221
	Iteration 15Q: 3 clusters Score -420599.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -420621.687500 Penalty: 4076.251221
	Iteration 16Q: 3 clusters Score -420621.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -420643.281250 Penalty: 4076.251221
	Iteration 17Q: 3 clusters Score -420643.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -420662.375000 Penalty: 4076.251221
	Iteration 18Q: 3 clusters Score -420662.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -420681.281250 Penalty: 4076.251221
	Iteration 19Q: 3 clusters Score -420681.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -420697.968750 Penalty: 4076.251221
	Iteration 20F: 3 clusters Score -420698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -420709.000000 Penalty: 4076.251221
	Iteration 21Q: 3 clusters Score -420709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -420719.812500 Penalty: 4076.251221
	Iteration 22Q: 3 clusters Score -420719.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -420728.343750 Penalty: 4076.251221
	Iteration 23Q: 3 clusters Score -420728.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -420734.125000 Penalty: 4076.251221
	Iteration 24Q: 3 clusters Score -420734.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -420744.031250 Penalty: 4076.251221
	Iteration 25Q: 3 clusters Score -420744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -420745.125000 Penalty: 4076.251221
	Iteration 26Q: 3 clusters Score -420745.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -420746.875000 Penalty: 4076.251221
	Iteration 27Q: 3 clusters Score -420746.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -420747.375000 Penalty: 4076.251221
	Iteration 28Q: 3 clusters Score -420747.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -420755.843750 Penalty: 4076.251221
	Iteration 29Q: 3 clusters Score -420755.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -420759.031250 Penalty: 4076.251221
	Iteration 30Q: 3 clusters Score -420759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -420763.625000 Penalty: 4076.251221
	Iteration 31Q: 3 clusters Score -420763.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -420769.750000 Penalty: 4076.251221
	Iteration 32Q: 3 clusters Score -420769.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -420774.437500 Penalty: 4076.251221
	Iteration 33Q: 3 clusters Score -420774.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -420780.406250 Penalty: 4076.251221
	Iteration 34Q: 3 clusters Score -420780.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -420783.687500 Penalty: 4076.251221
	Iteration 35Q: 3 clusters Score -420783.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -420788.562500 Penalty: 4076.251221
	Iteration 36Q: 3 clusters Score -420788.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -420791.375000 Penalty: 4076.251221
	Iteration 37Q: 3 clusters Score -420791.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -420794.531250 Penalty: 4076.251221
	Iteration 38Q: 3 clusters Score -420794.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -420797.625000 Penalty: 4076.251221
	Iteration 39Q: 3 clusters Score -420797.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -420797.906250 Penalty: 4076.251221
	Iteration 40F: 3 clusters Score -420797.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -420799.031250 Penalty: 4076.251221
	Iteration 41Q: 3 clusters Score -420799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -420801.125000 Penalty: 4076.251221
	Iteration 42Q: 3 clusters Score -420801.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -420803.500000 Penalty: 4076.251221
	Iteration 43Q: 3 clusters Score -420803.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -420805.125000 Penalty: 4076.251221
	Iteration 44Q: 3 clusters Score -420805.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -420805.500000 Penalty: 4076.251221
	Iteration 45Q: 3 clusters Score -420805.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -420807.531250 Penalty: 4076.251221
	Iteration 46Q: 3 clusters Score -420807.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -420808.687500 Penalty: 4076.251221
	Iteration 47Q: 3 clusters Score -420808.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -420811.062500 Penalty: 4076.251221
	Iteration 48Q: 3 clusters Score -420811.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -420818.843750 Penalty: 4076.251221
	Iteration 49Q: 3 clusters Score -420818.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -420826.375000 Penalty: 4076.251221
	Iteration 50Q: 3 clusters Score -420826.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -420830.062500 Penalty: 4076.251221
	Iteration 51Q: 3 clusters Score -420830.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -420833.781250 Penalty: 4076.251221
	Iteration 52Q: 3 clusters Score -420833.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -420836.312500 Penalty: 4076.251221
	Iteration 53Q: 3 clusters Score -420836.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -420838.218750 Penalty: 4076.251221
	Iteration 54Q: 3 clusters Score -420838.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -420838.218750 Penalty: 4076.251221
	Iteration 55F: 3 clusters Score -420838.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Entering Unmasked Estep 
Score: -5958408.500000 Penalty: 2688.284180
	Iteration 0F: 2 clusters Score -5958408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -5924064.500000 Penalty: 5376.568359
	Iteration 0F: 3 clusters Score -5924064 nChanged 23619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -5937295.500000 Penalty: 5376.568359
	Iteration 1F: 3 clusters Score -5937296 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -5937806.500000 Penalty: 5376.568359
	Iteration 2Q: 3 clusters Score -5937806 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -5938531.000000 Penalty: 5376.568359
	Iteration 3Q: 3 clusters Score -5938531 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -5939527.000000 Penalty: 5376.568359
	Iteration 4Q: 3 clusters Score -5939527 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -5941151.000000 Penalty: 5376.568359
	Iteration 5F: 3 clusters Score -5941151 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -5943704.000000 Penalty: 5376.568359
	Iteration 6F: 3 clusters Score -5943704 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -5947272.000000 Penalty: 5376.568359
	Iteration 7F: 3 clusters Score -5947272 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -5951109.000000 Penalty: 5376.568359
	Iteration 8F: 3 clusters Score -5951109 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5954077.000000 Penalty: 5376.568359
	Iteration 9F: 3 clusters Score -5954077 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50137 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5955429.500000 Penalty: 5376.568359
	Iteration 10Q: 3 clusters Score -5955430 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50558 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5955876.000000 Penalty: 5376.568359
	Iteration 11Q: 3 clusters Score -5955876 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5956036.500000 Penalty: 5376.568359
	Iteration 12Q: 3 clusters Score -5956036 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5956120.000000 Penalty: 5376.568359
	Iteration 13Q: 3 clusters Score -5956120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5956151.500000 Penalty: 5376.568359
	Iteration 14Q: 3 clusters Score -5956152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50776 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5956178.500000 Penalty: 5376.568359
	Iteration 15Q: 3 clusters Score -5956178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50785 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5956204.000000 Penalty: 5376.568359
	Iteration 16Q: 3 clusters Score -5956204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5956210.000000 Penalty: 5376.568359
	Iteration 17Q: 3 clusters Score -5956210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5956216.500000 Penalty: 5376.568359
	Iteration 18Q: 3 clusters Score -5956216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5956222.000000 Penalty: 5376.568359
	Iteration 19Q: 3 clusters Score -5956222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5956225.500000 Penalty: 5376.568359
	Iteration 20F: 3 clusters Score -5956226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5956226.000000 Penalty: 5376.568359
	Iteration 21Q: 3 clusters Score -5956226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5956231.500000 Penalty: 5376.568359
	Iteration 22Q: 3 clusters Score -5956232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5956231.500000 Penalty: 5376.568359
	Iteration 23Q: 3 clusters Score -5956232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5956231.500000 Penalty: 5376.568359
	Iteration 24F: 3 clusters Score -5956232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Entering Unmasked Estep 
Score: -1730215.750000 Penalty: 2374.785400
	Iteration 0F: 2 clusters Score -1730216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1719707.625000 Penalty: 4749.570801
	Iteration 0F: 3 clusters Score -1719708 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1723141.875000 Penalty: 4749.570801
	Iteration 1F: 3 clusters Score -1723142 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1723671.375000 Penalty: 4749.570801
	Iteration 2F: 3 clusters Score -1723671 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1724274.250000 Penalty: 4749.570801
	Iteration 3F: 3 clusters Score -1724274 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1725016.500000 Penalty: 4749.570801
	Iteration 4F: 3 clusters Score -1725016 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1725821.750000 Penalty: 4749.570801
	Iteration 5F: 3 clusters Score -1725822 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1726578.125000 Penalty: 4749.570801
	Iteration 6F: 3 clusters Score -1726578 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1727210.125000 Penalty: 4749.570801
	Iteration 7F: 3 clusters Score -1727210 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1727726.125000 Penalty: 4749.570801
	Iteration 8Q: 3 clusters Score -1727726 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1728115.750000 Penalty: 4749.570801
	Iteration 9Q: 3 clusters Score -1728116 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1728341.000000 Penalty: 4749.570801
	Iteration 10Q: 3 clusters Score -1728341 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1728452.375000 Penalty: 4749.570801
	Iteration 11Q: 3 clusters Score -1728452 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1728554.250000 Penalty: 4749.570801
	Iteration 12Q: 3 clusters Score -1728554 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1728625.625000 Penalty: 4749.570801
	Iteration 13Q: 3 clusters Score -1728626 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1728674.875000 Penalty: 4749.570801
	Iteration 14Q: 3 clusters Score -1728675 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1728711.000000 Penalty: 4749.570801
	Iteration 15Q: 3 clusters Score -1728711 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1728745.875000 Penalty: 4749.570801
	Iteration 16Q: 3 clusters Score -1728746 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1728769.500000 Penalty: 4749.570801
	Iteration 17Q: 3 clusters Score -1728770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1728792.500000 Penalty: 4749.570801
	Iteration 18Q: 3 clusters Score -1728792 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1728800.750000 Penalty: 4749.570801
	Iteration 19Q: 3 clusters Score -1728801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1728819.000000 Penalty: 4749.570801
	Iteration 20F: 3 clusters Score -1728819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1728814.625000 Penalty: 4749.570801
	Iteration 21Q: 3 clusters Score -1728815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1728822.500000 Penalty: 4749.570801
	Iteration 22Q: 3 clusters Score -1728822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1728822.625000 Penalty: 4749.570801
	Iteration 23Q: 3 clusters Score -1728823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1728830.625000 Penalty: 4749.570801
	Iteration 24Q: 3 clusters Score -1728831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1728835.625000 Penalty: 4749.570801
	Iteration 25Q: 3 clusters Score -1728836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1728835.875000 Penalty: 4749.570801
	Iteration 26Q: 3 clusters Score -1728836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1728839.625000 Penalty: 4749.570801
	Iteration 27Q: 3 clusters Score -1728840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1728843.000000 Penalty: 4749.570801
	Iteration 28Q: 3 clusters Score -1728843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1728843.750000 Penalty: 4749.570801
	Iteration 29Q: 3 clusters Score -1728844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1728846.375000 Penalty: 4749.570801
	Iteration 30Q: 3 clusters Score -1728846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1728846.375000 Penalty: 4749.570801
	Iteration 31F: 3 clusters Score -1728846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (171728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171728 members 
Entering Unmasked Estep 
Score: -20428756.000000 Penalty: 2989.309326
	Iteration 0F: 2 clusters Score -2.042876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 85597 members 
Entering Unmasked Estep 
Score: -20317620.000000 Penalty: 5978.618652
	Iteration 0F: 3 clusters Score -2.031762e+07 nChanged 82246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91075 members 
Mstep: Class 2 contains 80653 members 
Entering Unmasked Estep 
Score: -20366162.000000 Penalty: 5978.618652
	Iteration 1F: 3 clusters Score -2.036616e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93987 members 
Mstep: Class 2 contains 77741 members 
Entering Unmasked Estep 
Score: -20367668.000000 Penalty: 5978.618652
	Iteration 2Q: 3 clusters Score -2.036767e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98401 members 
Mstep: Class 2 contains 73327 members 
Entering Unmasked Estep 
Score: -20369844.000000 Penalty: 5978.618652
	Iteration 3Q: 3 clusters Score -2.036984e+07 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104867 members 
Mstep: Class 2 contains 66861 members 
Entering Unmasked Estep 
Score: -20373664.000000 Penalty: 5978.618652
	Iteration 4Q: 3 clusters Score -2.037366e+07 nChanged 10477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114040 members 
Mstep: Class 2 contains 57688 members 
Entering Unmasked Estep 
Score: -20380536.000000 Penalty: 5978.618652
	Iteration 5F: 3 clusters Score -2.038054e+07 nChanged 13234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125914 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -20391744.000000 Penalty: 5978.618652
	Iteration 6F: 3 clusters Score -2.039174e+07 nChanged 14134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138720 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -20404842.000000 Penalty: 5978.618652
	Iteration 7F: 3 clusters Score -2.040484e+07 nChanged 11845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149499 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -20415950.000000 Penalty: 5978.618652
	Iteration 8F: 3 clusters Score -2.041595e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156433 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -20422160.000000 Penalty: 5978.618652
	Iteration 9Q: 3 clusters Score -2.042216e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160392 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -20425030.000000 Penalty: 5978.618652
	Iteration 10Q: 3 clusters Score -2.042503e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162793 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -20426504.000000 Penalty: 5978.618652
	Iteration 11Q: 3 clusters Score -2.04265e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164375 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -20427228.000000 Penalty: 5978.618652
	Iteration 12Q: 3 clusters Score -2.042723e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165484 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -20427642.000000 Penalty: 5978.618652
	Iteration 13Q: 3 clusters Score -2.042764e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166319 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -20427884.000000 Penalty: 5978.618652
	Iteration 14Q: 3 clusters Score -2.042788e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166924 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -20428030.000000 Penalty: 5978.618652
	Iteration 15Q: 3 clusters Score -2.042803e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167383 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -20428130.000000 Penalty: 5978.618652
	Iteration 16Q: 3 clusters Score -2.042813e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167749 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -20428170.000000 Penalty: 5978.618652
	Iteration 17Q: 3 clusters Score -2.042817e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167984 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -20428262.000000 Penalty: 5978.618652
	Iteration 18Q: 3 clusters Score -2.042826e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168191 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -20428330.000000 Penalty: 5978.618652
	Iteration 19Q: 3 clusters Score -2.042833e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168345 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -20428340.000000 Penalty: 5978.618652
	Iteration 20F: 3 clusters Score -2.042834e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168467 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -20428376.000000 Penalty: 5978.618652
	Iteration 21Q: 3 clusters Score -2.042838e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168584 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -20428342.000000 Penalty: 5978.618652
	Iteration 22Q: 3 clusters Score -2.042834e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168669 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -20428394.000000 Penalty: 5978.618652
	Iteration 23Q: 3 clusters Score -2.042839e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168755 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -20428390.000000 Penalty: 5978.618652
	Iteration 24Q: 3 clusters Score -2.042839e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168825 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -20428408.000000 Penalty: 5978.618652
	Iteration 25Q: 3 clusters Score -2.042841e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168877 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -20428434.000000 Penalty: 5978.618652
	Iteration 26Q: 3 clusters Score -2.042843e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168922 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -20428420.000000 Penalty: 5978.618652
	Iteration 27Q: 3 clusters Score -2.042842e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168960 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -20428402.000000 Penalty: 5978.618652
	Iteration 28Q: 3 clusters Score -2.04284e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168994 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -20428394.000000 Penalty: 5978.618652
	Iteration 29Q: 3 clusters Score -2.042839e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169021 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -20428404.000000 Penalty: 5978.618652
	Iteration 30Q: 3 clusters Score -2.04284e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169047 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -20428390.000000 Penalty: 5978.618652
	Iteration 31Q: 3 clusters Score -2.042839e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169067 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -20428392.000000 Penalty: 5978.618652
	Iteration 32Q: 3 clusters Score -2.042839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169081 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -20428386.000000 Penalty: 5978.618652
	Iteration 33Q: 3 clusters Score -2.042839e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169096 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -20428378.000000 Penalty: 5978.618652
	Iteration 34Q: 3 clusters Score -2.042838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169108 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -20428396.000000 Penalty: 5978.618652
	Iteration 35Q: 3 clusters Score -2.04284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169114 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -20428390.000000 Penalty: 5978.618652
	Iteration 36Q: 3 clusters Score -2.042839e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169121 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -20428398.000000 Penalty: 5978.618652
	Iteration 37Q: 3 clusters Score -2.04284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169124 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -20428388.000000 Penalty: 5978.618652
	Iteration 38Q: 3 clusters Score -2.042839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169126 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -20428382.000000 Penalty: 5978.618652
	Iteration 39Q: 3 clusters Score -2.042838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169128 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -20428378.000000 Penalty: 5978.618652
	Iteration 40F: 3 clusters Score -2.042838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169131 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -20428384.000000 Penalty: 5978.618652
	Iteration 41Q: 3 clusters Score -2.042838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169133 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -20428380.000000 Penalty: 5978.618652
	Iteration 42Q: 3 clusters Score -2.042838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169133 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -20428380.000000 Penalty: 5978.618652
	Iteration 43F: 3 clusters Score -2.042838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Entering Unmasked Estep 
Score: -4280542.000000 Penalty: 2599.078857
	Iteration 0F: 2 clusters Score -4280542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -4256277.500000 Penalty: 5198.157715
	Iteration 0F: 3 clusters Score -4256278 nChanged 16291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -4265197.000000 Penalty: 5198.157715
	Iteration 1F: 3 clusters Score -4265197 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -4265784.000000 Penalty: 5198.157715
	Iteration 2Q: 3 clusters Score -4265784 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -4266398.500000 Penalty: 5198.157715
	Iteration 3Q: 3 clusters Score -4266398 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -4267207.500000 Penalty: 5198.157715
	Iteration 4Q: 3 clusters Score -4267208 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -4268378.000000 Penalty: 5198.157715
	Iteration 5F: 3 clusters Score -4268378 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -4269963.500000 Penalty: 5198.157715
	Iteration 6F: 3 clusters Score -4269964 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -4271799.500000 Penalty: 5198.157715
	Iteration 7F: 3 clusters Score -4271800 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -4273601.500000 Penalty: 5198.157715
	Iteration 8F: 3 clusters Score -4273602 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -4275194.500000 Penalty: 5198.157715
	Iteration 9F: 3 clusters Score -4275194 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -4276543.000000 Penalty: 5198.157715
	Iteration 10Q: 3 clusters Score -4276543 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -4277530.500000 Penalty: 5198.157715
	Iteration 11Q: 3 clusters Score -4277530 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -4277993.000000 Penalty: 5198.157715
	Iteration 12Q: 3 clusters Score -4277993 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -4278228.500000 Penalty: 5198.157715
	Iteration 13Q: 3 clusters Score -4278228 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -4278361.000000 Penalty: 5198.157715
	Iteration 14Q: 3 clusters Score -4278361 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -4278447.500000 Penalty: 5198.157715
	Iteration 15Q: 3 clusters Score -4278448 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -4278488.000000 Penalty: 5198.157715
	Iteration 16Q: 3 clusters Score -4278488 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -4278528.500000 Penalty: 5198.157715
	Iteration 17Q: 3 clusters Score -4278528 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -4278568.000000 Penalty: 5198.157715
	Iteration 18Q: 3 clusters Score -4278568 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -4278605.500000 Penalty: 5198.157715
	Iteration 19Q: 3 clusters Score -4278606 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -4278622.000000 Penalty: 5198.157715
	Iteration 20F: 3 clusters Score -4278622 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -4278666.500000 Penalty: 5198.157715
	Iteration 21Q: 3 clusters Score -4278666 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -4278697.500000 Penalty: 5198.157715
	Iteration 22Q: 3 clusters Score -4278698 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -4278717.500000 Penalty: 5198.157715
	Iteration 23Q: 3 clusters Score -4278718 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -4278729.000000 Penalty: 5198.157715
	Iteration 24Q: 3 clusters Score -4278729 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -4278737.500000 Penalty: 5198.157715
	Iteration 25Q: 3 clusters Score -4278738 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -4278750.000000 Penalty: 5198.157715
	Iteration 26Q: 3 clusters Score -4278750 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -4278776.000000 Penalty: 5198.157715
	Iteration 27Q: 3 clusters Score -4278776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -4278784.500000 Penalty: 5198.157715
	Iteration 28Q: 3 clusters Score -4278784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -4278791.000000 Penalty: 5198.157715
	Iteration 29Q: 3 clusters Score -4278791 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -4278806.500000 Penalty: 5198.157715
	Iteration 30Q: 3 clusters Score -4278806 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -4278819.500000 Penalty: 5198.157715
	Iteration 31Q: 3 clusters Score -4278820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -4278831.000000 Penalty: 5198.157715
	Iteration 32Q: 3 clusters Score -4278831 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -4278835.500000 Penalty: 5198.157715
	Iteration 33Q: 3 clusters Score -4278836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -4278830.000000 Penalty: 5198.157715
	Iteration 34Q: 3 clusters Score -4278830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -4278832.000000 Penalty: 5198.157715
	Iteration 35Q: 3 clusters Score -4278832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -4278838.500000 Penalty: 5198.157715
	Iteration 36Q: 3 clusters Score -4278838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -4278839.500000 Penalty: 5198.157715
	Iteration 37Q: 3 clusters Score -4278840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -4278844.000000 Penalty: 5198.157715
	Iteration 38Q: 3 clusters Score -4278844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -4278848.000000 Penalty: 5198.157715
	Iteration 39Q: 3 clusters Score -4278848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -4278849.500000 Penalty: 5198.157715
	Iteration 40F: 3 clusters Score -4278850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -4278847.000000 Penalty: 5198.157715
	Iteration 41Q: 3 clusters Score -4278847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -4278856.500000 Penalty: 5198.157715
	Iteration 42Q: 3 clusters Score -4278856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -4278857.500000 Penalty: 5198.157715
	Iteration 43Q: 3 clusters Score -4278858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -4278865.000000 Penalty: 5198.157715
	Iteration 44Q: 3 clusters Score -4278865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -4278865.500000 Penalty: 5198.157715
	Iteration 45Q: 3 clusters Score -4278866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -4278861.000000 Penalty: 5198.157715
	Iteration 46Q: 3 clusters Score -4278861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -4278863.000000 Penalty: 5198.157715
	Iteration 47Q: 3 clusters Score -4278863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -4278872.500000 Penalty: 5198.157715
	Iteration 48Q: 3 clusters Score -4278872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -4278871.000000 Penalty: 5198.157715
	Iteration 49Q: 3 clusters Score -4278871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -4278868.500000 Penalty: 5198.157715
	Iteration 50Q: 3 clusters Score -4278868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -4278870.500000 Penalty: 5198.157715
	Iteration 51Q: 3 clusters Score -4278870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -4278872.000000 Penalty: 5198.157715
	Iteration 52Q: 3 clusters Score -4278872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -4278872.000000 Penalty: 5198.157715
	Iteration 53Q: 3 clusters Score -4278872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -4278870.000000 Penalty: 5198.157715
	Iteration 54Q: 3 clusters Score -4278870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -4278870.000000 Penalty: 5198.157715
	Iteration 55Q: 3 clusters Score -4278870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -4278871.000000 Penalty: 5198.157715
	Iteration 56Q: 3 clusters Score -4278871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -4278874.500000 Penalty: 5198.157715
	Iteration 57Q: 3 clusters Score -4278874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -4278873.000000 Penalty: 5198.157715
	Iteration 58Q: 3 clusters Score -4278873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -4278870.500000 Penalty: 5198.157715
	Iteration 59Q: 3 clusters Score -4278870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -4278872.500000 Penalty: 5198.157715
	Iteration 60F: 3 clusters Score -4278872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -4278868.500000 Penalty: 5198.157715
	Iteration 61Q: 3 clusters Score -4278868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -4278870.000000 Penalty: 5198.157715
	Iteration 62Q: 3 clusters Score -4278870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -4278871.000000 Penalty: 5198.157715
	Iteration 63Q: 3 clusters Score -4278871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -4278871.000000 Penalty: 5198.157715
	Iteration 64Q: 3 clusters Score -4278871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -4278871.000000 Penalty: 5198.157715
	Iteration 65Q: 3 clusters Score -4278871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -4278871.000000 Penalty: 5198.157715
	Iteration 66F: 3 clusters Score -4278871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 217234 members 
Mstep: Class 3 contains 53802 members 
Mstep: Class 4 contains 22270 members 
Mstep: Class 5 contains 5296 members 
Mstep: Class 6 contains 1790 members 
Mstep: Class 7 contains 36681 members 
Mstep: Class 8 contains 7924 members 
Mstep: Class 9 contains 4719 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 14 contains 44249 members 
Mstep: Class 15 contains 6207 members 
Mstep: Class 16 contains 3708 members 
Mstep: Class 17 contains 51014 members 
Mstep: Class 18 contains 14411 members 
Mstep: Class 19 contains 171728 members 
Mstep: Class 20 contains 35602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032920.000000 Penalty: 63304.132812
Iteration 119Q: 20 clusters Score -8.003292e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 217219 members 
Mstep: Class 3 contains 53764 members 
Mstep: Class 4 contains 22275 members 
Mstep: Class 5 contains 5292 members 
Mstep: Class 6 contains 1826 members 
Mstep: Class 7 contains 36684 members 
Mstep: Class 8 contains 7953 members 
Mstep: Class 9 contains 4718 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 12 contains 2373 members 
Mstep: Class 14 contains 44270 members 
Mstep: Class 15 contains 6206 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 51003 members 
Mstep: Class 18 contains 14411 members 
Mstep: Class 19 contains 171709 members 
Mstep: Class 20 contains 35600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032872.000000 Penalty: 63304.132812
Iteration 120F: 20 clusters Score -8.003287e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 217225 members 
Mstep: Class 3 contains 53725 members 
Mstep: Class 4 contains 22279 members 
Mstep: Class 5 contains 5282 members 
Mstep: Class 6 contains 1878 members 
Mstep: Class 7 contains 36693 members 
Mstep: Class 8 contains 7979 members 
Mstep: Class 9 contains 4718 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 14 contains 44294 members 
Mstep: Class 15 contains 6203 members 
Mstep: Class 16 contains 3707 members 
Mstep: Class 17 contains 50984 members 
Mstep: Class 18 contains 14415 members 
Mstep: Class 19 contains 171687 members 
Mstep: Class 20 contains 35588 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 20 clusters Score -8.003313e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 217196 members 
Mstep: Class 3 contains 53703 members 
Mstep: Class 4 contains 22285 members 
Mstep: Class 5 contains 5278 members 
Mstep: Class 6 contains 1926 members 
Mstep: Class 7 contains 36711 members 
Mstep: Class 8 contains 8007 members 
Mstep: Class 9 contains 4719 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 12 contains 2354 members 
Mstep: Class 14 contains 44306 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 3723 members 
Mstep: Class 17 contains 50959 members 
Mstep: Class 18 contains 14416 members 
Mstep: Class 19 contains 171659 members 
Mstep: Class 20 contains 35569 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 20 clusters Score -8.003335e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 217189 members 
Mstep: Class 3 contains 53676 members 
Mstep: Class 4 contains 22287 members 
Mstep: Class 5 contains 5275 members 
Mstep: Class 6 contains 1970 members 
Mstep: Class 7 contains 36730 members 
Mstep: Class 8 contains 8033 members 
Mstep: Class 9 contains 4720 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 12 contains 2346 members 
Mstep: Class 14 contains 44315 members 
Mstep: Class 15 contains 6213 members 
Mstep: Class 16 contains 3746 members 
Mstep: Class 17 contains 50949 members 
Mstep: Class 18 contains 14411 members 
Mstep: Class 19 contains 171621 members 
Mstep: Class 20 contains 35541 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 20 clusters Score -8.003346e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 217184 members 
Mstep: Class 3 contains 53649 members 
Mstep: Class 4 contains 22288 members 
Mstep: Class 5 contains 5272 members 
Mstep: Class 6 contains 1984 members 
Mstep: Class 7 contains 36753 members 
Mstep: Class 8 contains 8053 members 
Mstep: Class 9 contains 4722 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 12 contains 2335 members 
Mstep: Class 14 contains 44327 members 
Mstep: Class 15 contains 6216 members 
Mstep: Class 16 contains 3774 members 
Mstep: Class 17 contains 50949 members 
Mstep: Class 18 contains 14402 members 
Mstep: Class 19 contains 171594 members 
Mstep: Class 20 contains 35520 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 20 clusters Score -8.003373e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 217183 members 
Mstep: Class 3 contains 53610 members 
Mstep: Class 4 contains 22289 members 
Mstep: Class 5 contains 5267 members 
Mstep: Class 6 contains 1995 members 
Mstep: Class 7 contains 36770 members 
Mstep: Class 8 contains 8076 members 
Mstep: Class 9 contains 4722 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 12 contains 2336 members 
Mstep: Class 14 contains 44341 members 
Mstep: Class 15 contains 6218 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 50943 members 
Mstep: Class 18 contains 14403 members 
Mstep: Class 19 contains 171562 members 
Mstep: Class 20 contains 35500 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 20 clusters Score -8.003383e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 217155 members 
Mstep: Class 3 contains 53583 members 
Mstep: Class 4 contains 22291 members 
Mstep: Class 5 contains 5264 members 
Mstep: Class 6 contains 2001 members 
Mstep: Class 7 contains 36785 members 
Mstep: Class 8 contains 8102 members 
Mstep: Class 9 contains 4724 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 12 contains 2330 members 
Mstep: Class 14 contains 44352 members 
Mstep: Class 15 contains 6223 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 50937 members 
Mstep: Class 18 contains 14399 members 
Mstep: Class 19 contains 171540 members 
Mstep: Class 20 contains 35489 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 20 clusters Score -8.003398e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 217157 members 
Mstep: Class 3 contains 53559 members 
Mstep: Class 4 contains 22296 members 
Mstep: Class 5 contains 5261 members 
Mstep: Class 6 contains 1995 members 
Mstep: Class 7 contains 36794 members 
Mstep: Class 8 contains 8112 members 
Mstep: Class 9 contains 4725 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1639 members 
Mstep: Class 12 contains 2322 members 
Mstep: Class 14 contains 44364 members 
Mstep: Class 15 contains 6223 members 
Mstep: Class 16 contains 3875 members 
Mstep: Class 17 contains 50937 members 
Mstep: Class 18 contains 14403 members 
Mstep: Class 19 contains 171519 members 
Mstep: Class 20 contains 35481 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 20 clusters Score -8.003394e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 217174 members 
Mstep: Class 3 contains 53526 members 
Mstep: Class 4 contains 22302 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 1991 members 
Mstep: Class 7 contains 36801 members 
Mstep: Class 8 contains 8132 members 
Mstep: Class 9 contains 4724 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1638 members 
Mstep: Class 12 contains 2313 members 
Mstep: Class 14 contains 44377 members 
Mstep: Class 15 contains 6222 members 
Mstep: Class 16 contains 3906 members 
Mstep: Class 17 contains 50928 members 
Mstep: Class 18 contains 14411 members 
Mstep: Class 19 contains 171489 members 
Mstep: Class 20 contains 35471 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 20 clusters Score -8.003401e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 217157 members 
Mstep: Class 3 contains 53494 members 
Mstep: Class 4 contains 22302 members 
Mstep: Class 5 contains 5254 members 
Mstep: Class 6 contains 1996 members 
Mstep: Class 7 contains 36812 members 
Mstep: Class 8 contains 8161 members 
Mstep: Class 9 contains 4724 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1639 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 14 contains 44384 members 
Mstep: Class 15 contains 6221 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 50938 members 
Mstep: Class 18 contains 14414 members 
Mstep: Class 19 contains 171467 members 
Mstep: Class 20 contains 35458 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 129Q: 20 clusters Score -8.003414e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 217154 members 
Mstep: Class 3 contains 53462 members 
Mstep: Class 4 contains 22304 members 
Mstep: Class 5 contains 5249 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 36821 members 
Mstep: Class 8 contains 8176 members 
Mstep: Class 9 contains 4724 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1639 members 
Mstep: Class 12 contains 2304 members 
Mstep: Class 14 contains 44391 members 
Mstep: Class 15 contains 6221 members 
Mstep: Class 16 contains 3966 members 
Mstep: Class 17 contains 50946 members 
Mstep: Class 18 contains 14419 members 
Mstep: Class 19 contains 171445 members 
Mstep: Class 20 contains 35444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80034016.000000 Penalty: 63304.132812
Iteration 130Q: 20 clusters Score -8.003402e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 217155 members 
Mstep: Class 3 contains 53435 members 
Mstep: Class 4 contains 22308 members 
Mstep: Class 5 contains 5247 members 
Mstep: Class 6 contains 1999 members 
Mstep: Class 7 contains 36821 members 
Mstep: Class 8 contains 8195 members 
Mstep: Class 9 contains 4725 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1639 members 
Mstep: Class 12 contains 2295 members 
Mstep: Class 14 contains 44409 members 
Mstep: Class 15 contains 6223 members 
Mstep: Class 16 contains 3997 members 
Mstep: Class 17 contains 50946 members 
Mstep: Class 18 contains 14417 members 
Mstep: Class 19 contains 171407 members 
Mstep: Class 20 contains 35443 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 20 clusters Score -8.003411e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 217150 members 
Mstep: Class 3 contains 53408 members 
Mstep: Class 4 contains 22309 members 
Mstep: Class 5 contains 5247 members 
Mstep: Class 6 contains 2003 members 
Mstep: Class 7 contains 36826 members 
Mstep: Class 8 contains 8219 members 
Mstep: Class 9 contains 4729 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1639 members 
Mstep: Class 12 contains 2288 members 
Mstep: Class 14 contains 44424 members 
Mstep: Class 15 contains 6222 members 
Mstep: Class 16 contains 4035 members 
Mstep: Class 17 contains 50936 members 
Mstep: Class 18 contains 14415 members 
Mstep: Class 19 contains 171377 members 
Mstep: Class 20 contains 35435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80034000.000000 Penalty: 63304.132812
Iteration 132Q: 20 clusters Score -8.0034e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 217140 members 
Mstep: Class 3 contains 53374 members 
Mstep: Class 4 contains 22317 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 36830 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 4731 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 14 contains 44441 members 
Mstep: Class 15 contains 6221 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 50959 members 
Mstep: Class 18 contains 14413 members 
Mstep: Class 19 contains 171350 members 
Mstep: Class 20 contains 35430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80033880.000000 Penalty: 63304.132812
Iteration 133Q: 20 clusters Score -8.003388e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 217131 members 
Mstep: Class 3 contains 53333 members 
Mstep: Class 4 contains 22322 members 
Mstep: Class 5 contains 5244 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 36832 members 
Mstep: Class 8 contains 8242 members 
Mstep: Class 9 contains 4731 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 12 contains 2275 members 
Mstep: Class 14 contains 44459 members 
Mstep: Class 15 contains 6221 members 
Mstep: Class 16 contains 4063 members 
Mstep: Class 17 contains 50987 members 
Mstep: Class 18 contains 14411 members 
Mstep: Class 19 contains 171332 members 
Mstep: Class 20 contains 35432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80033808.000000 Penalty: 63304.132812
Iteration 134Q: 20 clusters Score -8.003381e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 217104 members 
Mstep: Class 3 contains 53300 members 
Mstep: Class 4 contains 22325 members 
Mstep: Class 5 contains 5243 members 
Mstep: Class 6 contains 2004 members 
Mstep: Class 7 contains 36836 members 
Mstep: Class 8 contains 8259 members 
Mstep: Class 9 contains 4728 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 12 contains 2271 members 
Mstep: Class 14 contains 44467 members 
Mstep: Class 15 contains 6222 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 51009 members 
Mstep: Class 18 contains 14411 members 
Mstep: Class 19 contains 171343 members 
Mstep: Class 20 contains 35430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80033920.000000 Penalty: 63304.132812
Iteration 135Q: 20 clusters Score -8.003392e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 217093 members 
Mstep: Class 3 contains 53253 members 
Mstep: Class 4 contains 22333 members 
Mstep: Class 5 contains 5241 members 
Mstep: Class 6 contains 2001 members 
Mstep: Class 7 contains 36831 members 
Mstep: Class 8 contains 8271 members 
Mstep: Class 9 contains 4727 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 12 contains 2273 members 
Mstep: Class 14 contains 44476 members 
Mstep: Class 15 contains 6220 members 
Mstep: Class 16 contains 4076 members 
Mstep: Class 17 contains 51039 members 
Mstep: Class 18 contains 14412 members 
Mstep: Class 19 contains 171349 members 
Mstep: Class 20 contains 35426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80034024.000000 Penalty: 63304.132812
Iteration 136Q: 20 clusters Score -8.003402e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 217093 members 
Mstep: Class 3 contains 53228 members 
Mstep: Class 4 contains 22337 members 
Mstep: Class 5 contains 5240 members 
Mstep: Class 6 contains 2001 members 
Mstep: Class 7 contains 36822 members 
Mstep: Class 8 contains 8283 members 
Mstep: Class 9 contains 4727 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 12 contains 2268 members 
Mstep: Class 14 contains 44486 members 
Mstep: Class 15 contains 6220 members 
Mstep: Class 16 contains 4083 members 
Mstep: Class 17 contains 51062 members 
Mstep: Class 18 contains 14409 members 
Mstep: Class 19 contains 171339 members 
Mstep: Class 20 contains 35423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80033936.000000 Penalty: 63304.132812
Iteration 137Q: 20 clusters Score -8.003394e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 217114 members 
Mstep: Class 3 contains 53204 members 
Mstep: Class 4 contains 22338 members 
Mstep: Class 5 contains 5240 members 
Mstep: Class 6 contains 2002 members 
Mstep: Class 7 contains 36816 members 
Mstep: Class 8 contains 8296 members 
Mstep: Class 9 contains 4725 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 12 contains 2261 members 
Mstep: Class 14 contains 44495 members 
Mstep: Class 15 contains 6221 members 
Mstep: Class 16 contains 4091 members 
Mstep: Class 17 contains 51072 members 
Mstep: Class 18 contains 14409 members 
Mstep: Class 19 contains 171315 members 
Mstep: Class 20 contains 35422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80033984.000000 Penalty: 63304.132812
Iteration 138Q: 20 clusters Score -8.003398e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 217120 members 
Mstep: Class 3 contains 53189 members 
Mstep: Class 4 contains 22339 members 
Mstep: Class 5 contains 5240 members 
Mstep: Class 6 contains 2004 members 
Mstep: Class 7 contains 36811 members 
Mstep: Class 8 contains 8301 members 
Mstep: Class 9 contains 4725 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 12 contains 2258 members 
Mstep: Class 14 contains 44505 members 
Mstep: Class 15 contains 6220 members 
Mstep: Class 16 contains 4096 members 
Mstep: Class 17 contains 51081 members 
Mstep: Class 18 contains 14409 members 
Mstep: Class 19 contains 171312 members 
Mstep: Class 20 contains 35411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80033960.000000 Penalty: 63304.132812
Iteration 139Q: 20 clusters Score -8.003396e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 217112 members 
Mstep: Class 3 contains 53157 members 
Mstep: Class 4 contains 22340 members 
Mstep: Class 5 contains 5239 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 36802 members 
Mstep: Class 8 contains 8312 members 
Mstep: Class 9 contains 4727 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 12 contains 2257 members 
Mstep: Class 14 contains 44514 members 
Mstep: Class 15 contains 6222 members 
Mstep: Class 16 contains 4106 members 
Mstep: Class 17 contains 51088 members 
Mstep: Class 18 contains 14408 members 
Mstep: Class 19 contains 171325 members 
Mstep: Class 20 contains 35406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80033864.000000 Penalty: 63304.132812
Iteration 140F: 20 clusters Score -8.003386e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 217125 members 
Mstep: Class 3 contains 53128 members 
Mstep: Class 4 contains 22343 members 
Mstep: Class 5 contains 5239 members 
Mstep: Class 6 contains 2009 members 
Mstep: Class 7 contains 36792 members 
Mstep: Class 8 contains 8320 members 
Mstep: Class 9 contains 4726 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 12 contains 2254 members 
Mstep: Class 14 contains 44519 members 
Mstep: Class 15 contains 6223 members 
Mstep: Class 16 contains 4112 members 
Mstep: Class 17 contains 51092 members 
Mstep: Class 18 contains 14408 members 
Mstep: Class 19 contains 171334 members 
Mstep: Class 20 contains 35397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80033824.000000 Penalty: 63304.132812
Iteration 141Q: 20 clusters Score -8.003382e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 217140 members 
Mstep: Class 3 contains 53101 members 
Mstep: Class 4 contains 22348 members 
Mstep: Class 5 contains 5237 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 36791 members 
Mstep: Class 8 contains 8322 members 
Mstep: Class 9 contains 4728 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 14 contains 44519 members 
Mstep: Class 15 contains 6223 members 
Mstep: Class 16 contains 4116 members 
Mstep: Class 17 contains 51097 members 
Mstep: Class 18 contains 14411 members 
Mstep: Class 19 contains 171347 members 
Mstep: Class 20 contains 35384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80033728.000000 Penalty: 63304.132812
Iteration 142Q: 20 clusters Score -8.003373e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 217127 members 
Mstep: Class 3 contains 53079 members 
Mstep: Class 4 contains 22351 members 
Mstep: Class 5 contains 5237 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 36788 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 4729 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 14 contains 44523 members 
Mstep: Class 15 contains 6221 members 
Mstep: Class 16 contains 4120 members 
Mstep: Class 17 contains 51105 members 
Mstep: Class 18 contains 14413 members 
Mstep: Class 19 contains 171364 members 
Mstep: Class 20 contains 35377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80033768.000000 Penalty: 63304.132812
Iteration 143Q: 20 clusters Score -8.003377e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 217133 members 
Mstep: Class 3 contains 53053 members 
Mstep: Class 4 contains 22353 members 
Mstep: Class 5 contains 5238 members 
Mstep: Class 6 contains 2009 members 
Mstep: Class 7 contains 36789 members 
Mstep: Class 8 contains 8352 members 
Mstep: Class 9 contains 4730 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 12 contains 2238 members 
Mstep: Class 14 contains 44527 members 
Mstep: Class 15 contains 6221 members 
Mstep: Class 16 contains 4127 members 
Mstep: Class 17 contains 51103 members 
Mstep: Class 18 contains 14412 members 
Mstep: Class 19 contains 171366 members 
Mstep: Class 20 contains 35370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3329.145264 but Gain 3331.796875
Score: -80033784.000000 Penalty: 59972.335938
Iteration 144Q: 19 clusters Score -8.003378e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 218411 members 
Mstep: Class 3 contains 53228 members 
Mstep: Class 4 contains 22358 members 
Mstep: Class 5 contains 5238 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 36810 members 
Mstep: Class 8 contains 8476 members 
Mstep: Class 9 contains 4734 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 14 contains 44577 members 
Mstep: Class 15 contains 6223 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 51181 members 
Mstep: Class 18 contains 14413 members 
Mstep: Class 19 contains 171848 members 
Mstep: Class 20 contains 35379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80035448.000000 Penalty: 59972.335938
Iteration 145Q: 19 clusters Score -8.003545e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 218202 members 
Mstep: Class 3 contains 53172 members 
Mstep: Class 4 contains 22366 members 
Mstep: Class 5 contains 5238 members 
Mstep: Class 6 contains 2015 members 
Mstep: Class 7 contains 36797 members 
Mstep: Class 8 contains 8548 members 
Mstep: Class 9 contains 4738 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 14 contains 44573 members 
Mstep: Class 15 contains 6224 members 
Mstep: Class 16 contains 4144 members 
Mstep: Class 17 contains 51164 members 
Mstep: Class 18 contains 14414 members 
Mstep: Class 19 contains 172052 members 
Mstep: Class 20 contains 35374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80035896.000000 Penalty: 59972.335938
Iteration 146Q: 19 clusters Score -8.00359e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 218149 members 
Mstep: Class 3 contains 53070 members 
Mstep: Class 4 contains 22373 members 
Mstep: Class 5 contains 5236 members 
Mstep: Class 6 contains 2022 members 
Mstep: Class 7 contains 36784 members 
Mstep: Class 8 contains 8609 members 
Mstep: Class 9 contains 4743 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 14 contains 44561 members 
Mstep: Class 15 contains 6226 members 
Mstep: Class 16 contains 4152 members 
Mstep: Class 17 contains 51158 members 
Mstep: Class 18 contains 14415 members 
Mstep: Class 19 contains 172162 members 
Mstep: Class 20 contains 35361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80035976.000000 Penalty: 59972.335938
Iteration 147Q: 19 clusters Score -8.003598e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 218140 members 
Mstep: Class 3 contains 52949 members 
Mstep: Class 4 contains 22383 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 2027 members 
Mstep: Class 7 contains 36773 members 
Mstep: Class 8 contains 8681 members 
Mstep: Class 9 contains 4748 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 14 contains 44547 members 
Mstep: Class 15 contains 6226 members 
Mstep: Class 16 contains 4160 members 
Mstep: Class 17 contains 51156 members 
Mstep: Class 18 contains 14420 members 
Mstep: Class 19 contains 172225 members 
Mstep: Class 20 contains 35356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80036008.000000 Penalty: 59972.335938
Iteration 148Q: 19 clusters Score -8.003601e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 218127 members 
Mstep: Class 3 contains 52828 members 
Mstep: Class 4 contains 22383 members 
Mstep: Class 5 contains 5229 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 36772 members 
Mstep: Class 8 contains 8747 members 
Mstep: Class 9 contains 4745 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 14 contains 44540 members 
Mstep: Class 15 contains 6227 members 
Mstep: Class 16 contains 4166 members 
Mstep: Class 17 contains 51155 members 
Mstep: Class 18 contains 14419 members 
Mstep: Class 19 contains 172296 members 
Mstep: Class 20 contains 35360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80036080.000000 Penalty: 59972.335938
Iteration 149Q: 19 clusters Score -8.003608e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 218135 members 
Mstep: Class 3 contains 52734 members 
Mstep: Class 4 contains 22387 members 
Mstep: Class 5 contains 5228 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 36763 members 
Mstep: Class 8 contains 8824 members 
Mstep: Class 9 contains 4749 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 14 contains 44535 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 4171 members 
Mstep: Class 17 contains 51154 members 
Mstep: Class 18 contains 14418 members 
Mstep: Class 19 contains 172307 members 
Mstep: Class 20 contains 35357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80036080.000000 Penalty: 59972.335938
Iteration 150Q: 19 clusters Score -8.003608e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 218127 members 
Mstep: Class 3 contains 52642 members 
Mstep: Class 4 contains 22391 members 
Mstep: Class 5 contains 5228 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 36758 members 
Mstep: Class 8 contains 8910 members 
Mstep: Class 9 contains 4751 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 14 contains 44532 members 
Mstep: Class 15 contains 6227 members 
Mstep: Class 16 contains 4175 members 
Mstep: Class 17 contains 51160 members 
Mstep: Class 18 contains 14418 members 
Mstep: Class 19 contains 172321 members 
Mstep: Class 20 contains 35350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80036064.000000 Penalty: 59972.335938
Iteration 151Q: 19 clusters Score -8.003606e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 218141 members 
Mstep: Class 3 contains 52536 members 
Mstep: Class 4 contains 22394 members 
Mstep: Class 5 contains 5227 members 
Mstep: Class 6 contains 2035 members 
Mstep: Class 7 contains 36748 members 
Mstep: Class 8 contains 8988 members 
Mstep: Class 9 contains 4752 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 14 contains 44533 members 
Mstep: Class 15 contains 6223 members 
Mstep: Class 16 contains 4181 members 
Mstep: Class 17 contains 51173 members 
Mstep: Class 18 contains 14418 members 
Mstep: Class 19 contains 172331 members 
Mstep: Class 20 contains 35343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80035920.000000 Penalty: 59972.335938
Iteration 152Q: 19 clusters Score -8.003592e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 218154 members 
Mstep: Class 3 contains 52440 members 
Mstep: Class 4 contains 22396 members 
Mstep: Class 5 contains 5226 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 36742 members 
Mstep: Class 8 contains 9073 members 
Mstep: Class 9 contains 4751 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 14 contains 44540 members 
Mstep: Class 15 contains 6223 members 
Mstep: Class 16 contains 4186 members 
Mstep: Class 17 contains 51173 members 
Mstep: Class 18 contains 14418 members 
Mstep: Class 19 contains 172326 members 
Mstep: Class 20 contains 35339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80035856.000000 Penalty: 59972.335938
Iteration 153Q: 19 clusters Score -8.003586e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 218167 members 
Mstep: Class 3 contains 52363 members 
Mstep: Class 4 contains 22392 members 
Mstep: Class 5 contains 5226 members 
Mstep: Class 6 contains 2035 members 
Mstep: Class 7 contains 36735 members 
Mstep: Class 8 contains 9145 members 
Mstep: Class 9 contains 4751 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 14 contains 44538 members 
Mstep: Class 15 contains 6223 members 
Mstep: Class 16 contains 4196 members 
Mstep: Class 17 contains 51179 members 
Mstep: Class 18 contains 14418 members 
Mstep: Class 19 contains 172320 members 
Mstep: Class 20 contains 35335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80035872.000000 Penalty: 59972.335938
Iteration 154Q: 19 clusters Score -8.003587e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 218182 members 
Mstep: Class 3 contains 52276 members 
Mstep: Class 4 contains 22390 members 
Mstep: Class 5 contains 5227 members 
Mstep: Class 6 contains 2035 members 
Mstep: Class 7 contains 36725 members 
Mstep: Class 8 contains 9208 members 
Mstep: Class 9 contains 4752 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 14 contains 44537 members 
Mstep: Class 15 contains 6226 members 
Mstep: Class 16 contains 4205 members 
Mstep: Class 17 contains 51209 members 
Mstep: Class 18 contains 14417 members 
Mstep: Class 19 contains 172295 members 
Mstep: Class 20 contains 35339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80035936.000000 Penalty: 59972.335938
Iteration 155Q: 19 clusters Score -8.003594e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 218191 members 
Mstep: Class 3 contains 52188 members 
Mstep: Class 4 contains 22384 members 
Mstep: Class 5 contains 5228 members 
Mstep: Class 6 contains 2035 members 
Mstep: Class 7 contains 36716 members 
Mstep: Class 8 contains 9265 members 
Mstep: Class 9 contains 4750 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 14 contains 44539 members 
Mstep: Class 15 contains 6229 members 
Mstep: Class 16 contains 4215 members 
Mstep: Class 17 contains 51237 members 
Mstep: Class 18 contains 14418 members 
Mstep: Class 19 contains 172298 members 
Mstep: Class 20 contains 35330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80036112.000000 Penalty: 59972.335938
Iteration 156Q: 19 clusters Score -8.003611e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 218212 members 
Mstep: Class 3 contains 52103 members 
Mstep: Class 4 contains 22373 members 
Mstep: Class 5 contains 5229 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 36716 members 
Mstep: Class 8 contains 9336 members 
Mstep: Class 9 contains 4750 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 14 contains 44552 members 
Mstep: Class 15 contains 6228 members 
Mstep: Class 16 contains 4223 members 
Mstep: Class 17 contains 51246 members 
Mstep: Class 18 contains 14417 members 
Mstep: Class 19 contains 172277 members 
Mstep: Class 20 contains 35326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80036064.000000 Penalty: 59972.335938
Iteration 157Q: 19 clusters Score -8.003606e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 218235 members 
Mstep: Class 3 contains 51996 members 
Mstep: Class 4 contains 22371 members 
Mstep: Class 5 contains 5232 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 36717 members 
Mstep: Class 8 contains 9412 members 
Mstep: Class 9 contains 4750 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 14 contains 44544 members 
Mstep: Class 15 contains 6227 members 
Mstep: Class 16 contains 4232 members 
Mstep: Class 17 contains 51259 members 
Mstep: Class 18 contains 14417 members 
Mstep: Class 19 contains 172275 members 
Mstep: Class 20 contains 35323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80036168.000000 Penalty: 59972.335938
Iteration 158Q: 19 clusters Score -8.003617e+07 nChanged 521
Entering ConstructFrom: 
Score: -80036168.000000 Penalty: 59972.335938
Entering ConstructFrom: 
Trying to split cluster 1 (1886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Entering Unmasked Estep 
Score: -202686.968750 Penalty: 1870.468994
	Iteration 0F: 2 clusters Score -202687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -200156.515625 Penalty: 3740.937988
	Iteration 0F: 3 clusters Score -200156.5 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -200652.703125 Penalty: 3740.937988
	Iteration 1F: 3 clusters Score -200652.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -200838.921875 Penalty: 3740.937988
	Iteration 2F: 3 clusters Score -200838.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -201011.671875 Penalty: 3740.937988
	Iteration 3F: 3 clusters Score -201011.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -201222.875000 Penalty: 3740.937988
	Iteration 4F: 3 clusters Score -201222.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -201388.781250 Penalty: 3740.937988
	Iteration 5F: 3 clusters Score -201388.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -201588.218750 Penalty: 3740.937988
	Iteration 6Q: 3 clusters Score -201588.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -201858.765625 Penalty: 3740.937988
	Iteration 7F: 3 clusters Score -201858.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -202091.296875 Penalty: 3740.937988
	Iteration 8Q: 3 clusters Score -202091.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -202186.828125 Penalty: 3740.937988
	Iteration 9Q: 3 clusters Score -202186.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -202222.562500 Penalty: 3740.937988
	Iteration 10Q: 3 clusters Score -202222.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -202240.046875 Penalty: 3740.937988
	Iteration 11Q: 3 clusters Score -202240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -202252.062500 Penalty: 3740.937988
	Iteration 12Q: 3 clusters Score -202252.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -202262.531250 Penalty: 3740.937988
	Iteration 13Q: 3 clusters Score -202262.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -202280.000000 Penalty: 3740.937988
	Iteration 14Q: 3 clusters Score -202280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -202292.875000 Penalty: 3740.937988
	Iteration 15Q: 3 clusters Score -202292.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -202300.906250 Penalty: 3740.937988
	Iteration 16Q: 3 clusters Score -202300.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -202306.453125 Penalty: 3740.937988
	Iteration 17Q: 3 clusters Score -202306.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -202310.031250 Penalty: 3740.937988
	Iteration 18Q: 3 clusters Score -202310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -202310.984375 Penalty: 3740.937988
	Iteration 19Q: 3 clusters Score -202311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -202311.468750 Penalty: 3740.937988
	Iteration 20F: 3 clusters Score -202311.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -202311.578125 Penalty: 3740.937988
	Iteration 21Q: 3 clusters Score -202311.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -202311.578125 Penalty: 3740.937988
	Iteration 22F: 3 clusters Score -202311.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (218287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218287 members 
Entering Unmasked Estep 
Score: -26007964.000000 Penalty: 3048.804199
	Iteration 0F: 2 clusters Score -2.600796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109446 members 
Mstep: Class 2 contains 108841 members 
Entering Unmasked Estep 
Score: -25873348.000000 Penalty: 6097.608398
	Iteration 0F: 3 clusters Score -2.587335e+07 nChanged 105019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115723 members 
Mstep: Class 2 contains 102564 members 
Entering Unmasked Estep 
Score: -25934882.000000 Penalty: 6097.608398
	Iteration 1F: 3 clusters Score -2.593488e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118796 members 
Mstep: Class 2 contains 99491 members 
Entering Unmasked Estep 
Score: -25936280.000000 Penalty: 6097.608398
	Iteration 2Q: 3 clusters Score -2.593628e+07 nChanged 8931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122999 members 
Mstep: Class 2 contains 95288 members 
Entering Unmasked Estep 
Score: -25939006.000000 Penalty: 6097.608398
	Iteration 3Q: 3 clusters Score -2.593901e+07 nChanged 11930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128107 members 
Mstep: Class 2 contains 90180 members 
Entering Unmasked Estep 
Score: -25943600.000000 Penalty: 6097.608398
	Iteration 4F: 3 clusters Score -2.59436e+07 nChanged 14883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133634 members 
Mstep: Class 2 contains 84653 members 
Entering Unmasked Estep 
Score: -25951892.000000 Penalty: 6097.608398
	Iteration 5F: 3 clusters Score -2.595189e+07 nChanged 17088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138014 members 
Mstep: Class 2 contains 80273 members 
Entering Unmasked Estep 
Score: -25963752.000000 Penalty: 6097.608398
	Iteration 6F: 3 clusters Score -2.596375e+07 nChanged 17682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138932 members 
Mstep: Class 2 contains 79355 members 
Entering Unmasked Estep 
Score: -25976344.000000 Penalty: 6097.608398
	Iteration 7F: 3 clusters Score -2.597634e+07 nChanged 15094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136210 members 
Mstep: Class 2 contains 82077 members 
Entering Unmasked Estep 
Score: -25983348.000000 Penalty: 6097.608398
	Iteration 8F: 3 clusters Score -2.598335e+07 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132351 members 
Mstep: Class 2 contains 85936 members 
Entering Unmasked Estep 
Score: -25985500.000000 Penalty: 6097.608398
	Iteration 9Q: 3 clusters Score -2.59855e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128457 members 
Mstep: Class 2 contains 89830 members 
Entering Unmasked Estep 
Score: -25986340.000000 Penalty: 6097.608398
	Iteration 10Q: 3 clusters Score -2.598634e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124467 members 
Mstep: Class 2 contains 93820 members 
Entering Unmasked Estep 
Score: -25987388.000000 Penalty: 6097.608398
	Iteration 11Q: 3 clusters Score -2.598739e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120465 members 
Mstep: Class 2 contains 97822 members 
Entering Unmasked Estep 
Score: -25988660.000000 Penalty: 6097.608398
	Iteration 12Q: 3 clusters Score -2.598866e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116108 members 
Mstep: Class 2 contains 102179 members 
Entering Unmasked Estep 
Score: -25990006.000000 Penalty: 6097.608398
	Iteration 13Q: 3 clusters Score -2.599001e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111423 members 
Mstep: Class 2 contains 106864 members 
Entering Unmasked Estep 
Score: -25991238.000000 Penalty: 6097.608398
	Iteration 14Q: 3 clusters Score -2.599124e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106781 members 
Mstep: Class 2 contains 111506 members 
Entering Unmasked Estep 
Score: -25991796.000000 Penalty: 6097.608398
	Iteration 15Q: 3 clusters Score -2.59918e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102220 members 
Mstep: Class 2 contains 116067 members 
Entering Unmasked Estep 
Score: -25992480.000000 Penalty: 6097.608398
	Iteration 16Q: 3 clusters Score -2.599248e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98061 members 
Mstep: Class 2 contains 120226 members 
Entering Unmasked Estep 
Score: -25992792.000000 Penalty: 6097.608398
	Iteration 17Q: 3 clusters Score -2.599279e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94366 members 
Mstep: Class 2 contains 123921 members 
Entering Unmasked Estep 
Score: -25992902.000000 Penalty: 6097.608398
	Iteration 18Q: 3 clusters Score -2.59929e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91470 members 
Mstep: Class 2 contains 126817 members 
Entering Unmasked Estep 
Score: -25993064.000000 Penalty: 6097.608398
	Iteration 19Q: 3 clusters Score -2.599306e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88487 members 
Mstep: Class 2 contains 129800 members 
Entering Unmasked Estep 
Score: -25993152.000000 Penalty: 6097.608398
	Iteration 20F: 3 clusters Score -2.599315e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85602 members 
Mstep: Class 2 contains 132685 members 
Entering Unmasked Estep 
Score: -25993256.000000 Penalty: 6097.608398
	Iteration 21Q: 3 clusters Score -2.599326e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82561 members 
Mstep: Class 2 contains 135726 members 
Entering Unmasked Estep 
Score: -25993226.000000 Penalty: 6097.608398
	Iteration 22Q: 3 clusters Score -2.599323e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79508 members 
Mstep: Class 2 contains 138779 members 
Entering Unmasked Estep 
Score: -25993058.000000 Penalty: 6097.608398
	Iteration 23Q: 3 clusters Score -2.599306e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76489 members 
Mstep: Class 2 contains 141798 members 
Entering Unmasked Estep 
Score: -25992786.000000 Penalty: 6097.608398
	Iteration 24Q: 3 clusters Score -2.599279e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73468 members 
Mstep: Class 2 contains 144819 members 
Entering Unmasked Estep 
Score: -25992556.000000 Penalty: 6097.608398
	Iteration 25Q: 3 clusters Score -2.599256e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70439 members 
Mstep: Class 2 contains 147848 members 
Entering Unmasked Estep 
Score: -25992330.000000 Penalty: 6097.608398
	Iteration 26Q: 3 clusters Score -2.599233e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67471 members 
Mstep: Class 2 contains 150816 members 
Entering Unmasked Estep 
Score: -25992178.000000 Penalty: 6097.608398
	Iteration 27Q: 3 clusters Score -2.599218e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64557 members 
Mstep: Class 2 contains 153730 members 
Entering Unmasked Estep 
Score: -25992030.000000 Penalty: 6097.608398
	Iteration 28Q: 3 clusters Score -2.599203e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 156777 members 
Entering Unmasked Estep 
Score: -25991926.000000 Penalty: 6097.608398
	Iteration 29Q: 3 clusters Score -2.599193e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58468 members 
Mstep: Class 2 contains 159819 members 
Entering Unmasked Estep 
Score: -25991854.000000 Penalty: 6097.608398
	Iteration 30Q: 3 clusters Score -2.599185e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55484 members 
Mstep: Class 2 contains 162803 members 
Entering Unmasked Estep 
Score: -25991760.000000 Penalty: 6097.608398
	Iteration 31Q: 3 clusters Score -2.599176e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52510 members 
Mstep: Class 2 contains 165777 members 
Entering Unmasked Estep 
Score: -25991734.000000 Penalty: 6097.608398
	Iteration 32Q: 3 clusters Score -2.599173e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 168788 members 
Entering Unmasked Estep 
Score: -25991846.000000 Penalty: 6097.608398
	Iteration 33Q: 3 clusters Score -2.599185e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 171752 members 
Entering Unmasked Estep 
Score: -25991804.000000 Penalty: 6097.608398
	Iteration 34Q: 3 clusters Score -2.59918e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 174650 members 
Entering Unmasked Estep 
Score: -25991960.000000 Penalty: 6097.608398
	Iteration 35Q: 3 clusters Score -2.599196e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 177520 members 
Entering Unmasked Estep 
Score: -25992182.000000 Penalty: 6097.608398
	Iteration 36Q: 3 clusters Score -2.599218e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 180384 members 
Entering Unmasked Estep 
Score: -25992354.000000 Penalty: 6097.608398
	Iteration 37Q: 3 clusters Score -2.599235e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 183253 members 
Entering Unmasked Estep 
Score: -25992590.000000 Penalty: 6097.608398
	Iteration 38Q: 3 clusters Score -2.599259e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 186029 members 
Entering Unmasked Estep 
Score: -25992868.000000 Penalty: 6097.608398
	Iteration 39Q: 3 clusters Score -2.599287e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 188652 members 
Entering Unmasked Estep 
Score: -25993354.000000 Penalty: 6097.608398
	Iteration 40F: 3 clusters Score -2.599335e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 191173 members 
Entering Unmasked Estep 
Score: -25995548.000000 Penalty: 6097.608398
	Iteration 41Q: 3 clusters Score -2.599555e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 193674 members 
Entering Unmasked Estep 
Score: -25998132.000000 Penalty: 6097.608398
	Iteration 42Q: 3 clusters Score -2.599813e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 196060 members 
Entering Unmasked Estep 
Score: -26000228.000000 Penalty: 6097.608398
	Iteration 43Q: 3 clusters Score -2.600023e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 198374 members 
Entering Unmasked Estep 
Score: -26002052.000000 Penalty: 6097.608398
	Iteration 44Q: 3 clusters Score -2.600205e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 200638 members 
Entering Unmasked Estep 
Score: -26003438.000000 Penalty: 6097.608398
	Iteration 45Q: 3 clusters Score -2.600344e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 202767 members 
Entering Unmasked Estep 
Score: -26004770.000000 Penalty: 6097.608398
	Iteration 46Q: 3 clusters Score -2.600477e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 204782 members 
Entering Unmasked Estep 
Score: -26006020.000000 Penalty: 6097.608398
	Iteration 47Q: 3 clusters Score -2.600602e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 206620 members 
Entering Unmasked Estep 
Score: -26006684.000000 Penalty: 6097.608398
	Iteration 48Q: 3 clusters Score -2.600668e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 208319 members 
Entering Unmasked Estep 
Score: -26007206.000000 Penalty: 6097.608398
	Iteration 49Q: 3 clusters Score -2.600721e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 209840 members 
Entering Unmasked Estep 
Score: -26007490.000000 Penalty: 6097.608398
	Iteration 50Q: 3 clusters Score -2.600749e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 211196 members 
Entering Unmasked Estep 
Score: -26007630.000000 Penalty: 6097.608398
	Iteration 51Q: 3 clusters Score -2.600763e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 212331 members 
Entering Unmasked Estep 
Score: -26007490.000000 Penalty: 6097.608398
	Iteration 52Q: 3 clusters Score -2.600749e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 213243 members 
Entering Unmasked Estep 
Score: -26007316.000000 Penalty: 6097.608398
	Iteration 53Q: 3 clusters Score -2.600732e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 213995 members 
Entering Unmasked Estep 
Score: -26007206.000000 Penalty: 6097.608398
	Iteration 54Q: 3 clusters Score -2.600721e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 214627 members 
Entering Unmasked Estep 
Score: -26007116.000000 Penalty: 6097.608398
	Iteration 55Q: 3 clusters Score -2.600712e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 215103 members 
Entering Unmasked Estep 
Score: -26006928.000000 Penalty: 6097.608398
	Iteration 56Q: 3 clusters Score -2.600693e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 215468 members 
Entering Unmasked Estep 
Score: -26006826.000000 Penalty: 6097.608398
	Iteration 57Q: 3 clusters Score -2.600683e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 215761 members 
Entering Unmasked Estep 
Score: -26006756.000000 Penalty: 6097.608398
	Iteration 58Q: 3 clusters Score -2.600676e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 215990 members 
Entering Unmasked Estep 
Score: -26006694.000000 Penalty: 6097.608398
	Iteration 59Q: 3 clusters Score -2.600669e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 216143 members 
Entering Unmasked Estep 
Score: -26006688.000000 Penalty: 6097.608398
	Iteration 60F: 3 clusters Score -2.600669e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 216273 members 
Entering Unmasked Estep 
Score: -26006626.000000 Penalty: 6097.608398
	Iteration 61Q: 3 clusters Score -2.600663e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 216384 members 
Entering Unmasked Estep 
Score: -26006550.000000 Penalty: 6097.608398
	Iteration 62Q: 3 clusters Score -2.600655e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 216459 members 
Entering Unmasked Estep 
Score: -26006526.000000 Penalty: 6097.608398
	Iteration 63Q: 3 clusters Score -2.600653e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 216554 members 
Entering Unmasked Estep 
Score: -26006466.000000 Penalty: 6097.608398
	Iteration 64Q: 3 clusters Score -2.600647e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 216614 members 
Entering Unmasked Estep 
Score: -26006452.000000 Penalty: 6097.608398
	Iteration 65Q: 3 clusters Score -2.600645e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 216687 members 
Entering Unmasked Estep 
Score: -26006418.000000 Penalty: 6097.608398
	Iteration 66Q: 3 clusters Score -2.600642e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 216738 members 
Entering Unmasked Estep 
Score: -26006382.000000 Penalty: 6097.608398
	Iteration 67Q: 3 clusters Score -2.600638e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 216783 members 
Entering Unmasked Estep 
Score: -26006364.000000 Penalty: 6097.608398
	Iteration 68Q: 3 clusters Score -2.600636e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 216831 members 
Entering Unmasked Estep 
Score: -26006402.000000 Penalty: 6097.608398
	Iteration 69Q: 3 clusters Score -2.60064e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 216863 members 
Entering Unmasked Estep 
Score: -26006388.000000 Penalty: 6097.608398
	Iteration 70Q: 3 clusters Score -2.600639e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 216905 members 
Entering Unmasked Estep 
Score: -26006400.000000 Penalty: 6097.608398
	Iteration 71Q: 3 clusters Score -2.60064e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 216941 members 
Entering Unmasked Estep 
Score: -26006352.000000 Penalty: 6097.608398
	Iteration 72Q: 3 clusters Score -2.600635e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 216969 members 
Entering Unmasked Estep 
Score: -26006344.000000 Penalty: 6097.608398
	Iteration 73Q: 3 clusters Score -2.600634e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 216997 members 
Entering Unmasked Estep 
Score: -26006358.000000 Penalty: 6097.608398
	Iteration 74Q: 3 clusters Score -2.600636e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 217018 members 
Entering Unmasked Estep 
Score: -26006404.000000 Penalty: 6097.608398
	Iteration 75Q: 3 clusters Score -2.60064e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 217036 members 
Entering Unmasked Estep 
Score: -26006432.000000 Penalty: 6097.608398
	Iteration 76Q: 3 clusters Score -2.600643e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 217053 members 
Entering Unmasked Estep 
Score: -26006408.000000 Penalty: 6097.608398
	Iteration 77Q: 3 clusters Score -2.600641e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 217067 members 
Entering Unmasked Estep 
Score: -26006426.000000 Penalty: 6097.608398
	Iteration 78Q: 3 clusters Score -2.600643e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 217078 members 
Entering Unmasked Estep 
Score: -26006426.000000 Penalty: 6097.608398
	Iteration 79Q: 3 clusters Score -2.600643e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 217090 members 
Entering Unmasked Estep 
Score: -26006426.000000 Penalty: 6097.608398
	Iteration 80F: 3 clusters Score -2.600643e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 217102 members 
Entering Unmasked Estep 
Score: -26006432.000000 Penalty: 6097.608398
	Iteration 81Q: 3 clusters Score -2.600643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 217109 members 
Entering Unmasked Estep 
Score: -26006426.000000 Penalty: 6097.608398
	Iteration 82Q: 3 clusters Score -2.600643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 217111 members 
Entering Unmasked Estep 
Score: -26006410.000000 Penalty: 6097.608398
	Iteration 83Q: 3 clusters Score -2.600641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 217114 members 
Entering Unmasked Estep 
Score: -26006392.000000 Penalty: 6097.608398
	Iteration 84Q: 3 clusters Score -2.600639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 217113 members 
Entering Unmasked Estep 
Score: -26006402.000000 Penalty: 6097.608398
	Iteration 85Q: 3 clusters Score -2.60064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 217113 members 
Entering Unmasked Estep 
Score: -26006388.000000 Penalty: 6097.608398
	Iteration 86Q: 3 clusters Score -2.600639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 217111 members 
Entering Unmasked Estep 
Score: -26006408.000000 Penalty: 6097.608398
	Iteration 87Q: 3 clusters Score -2.600641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 217113 members 
Entering Unmasked Estep 
Score: -26006388.000000 Penalty: 6097.608398
	Iteration 88Q: 3 clusters Score -2.600639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 217116 members 
Entering Unmasked Estep 
Score: -26006394.000000 Penalty: 6097.608398
	Iteration 89Q: 3 clusters Score -2.600639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 217122 members 
Entering Unmasked Estep 
Score: -26006392.000000 Penalty: 6097.608398
	Iteration 90Q: 3 clusters Score -2.600639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 217125 members 
Entering Unmasked Estep 
Score: -26006386.000000 Penalty: 6097.608398
	Iteration 91Q: 3 clusters Score -2.600639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 217129 members 
Entering Unmasked Estep 
Score: -26006386.000000 Penalty: 6097.608398
	Iteration 92Q: 3 clusters Score -2.600639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 217133 members 
Entering Unmasked Estep 
Score: -26006382.000000 Penalty: 6097.608398
	Iteration 93Q: 3 clusters Score -2.600638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 217135 members 
Entering Unmasked Estep 
Score: -26006378.000000 Penalty: 6097.608398
	Iteration 94Q: 3 clusters Score -2.600638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 217134 members 
Entering Unmasked Estep 
Score: -26006386.000000 Penalty: 6097.608398
	Iteration 95Q: 3 clusters Score -2.600639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 217136 members 
Entering Unmasked Estep 
Score: -26006384.000000 Penalty: 6097.608398
	Iteration 96Q: 3 clusters Score -2.600638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 217139 members 
Entering Unmasked Estep 
Score: -26006398.000000 Penalty: 6097.608398
	Iteration 97Q: 3 clusters Score -2.60064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 217139 members 
Entering Unmasked Estep 
Score: -26006388.000000 Penalty: 6097.608398
	Iteration 98Q: 3 clusters Score -2.600639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 217140 members 
Entering Unmasked Estep 
Score: -26006388.000000 Penalty: 6097.608398
	Iteration 99Q: 3 clusters Score -2.600639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 217140 members 
Entering Unmasked Estep 
Score: -26006382.000000 Penalty: 6097.608398
	Iteration 100F: 3 clusters Score -2.600638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 217142 members 
Entering Unmasked Estep 
Score: -26006376.000000 Penalty: 6097.608398
	Iteration 101Q: 3 clusters Score -2.600638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 217142 members 
Entering Unmasked Estep 
Score: -26006370.000000 Penalty: 6097.608398
	Iteration 102Q: 3 clusters Score -2.600637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 217145 members 
Entering Unmasked Estep 
Score: -26006372.000000 Penalty: 6097.608398
	Iteration 103Q: 3 clusters Score -2.600637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 217148 members 
Entering Unmasked Estep 
Score: -26006386.000000 Penalty: 6097.608398
	Iteration 104Q: 3 clusters Score -2.600639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 217149 members 
Entering Unmasked Estep 
Score: -26006370.000000 Penalty: 6097.608398
	Iteration 105Q: 3 clusters Score -2.600637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 217150 members 
Entering Unmasked Estep 
Score: -26006384.000000 Penalty: 6097.608398
	Iteration 106Q: 3 clusters Score -2.600638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 217150 members 
Entering Unmasked Estep 
Score: -26006384.000000 Penalty: 6097.608398
	Iteration 107F: 3 clusters Score -2.600638e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (51898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51898 members 
Entering Unmasked Estep 
Score: -6219078.000000 Penalty: 2692.544922
	Iteration 0F: 2 clusters Score -6219078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -6184101.500000 Penalty: 5385.089844
	Iteration 0F: 3 clusters Score -6184102 nChanged 24037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -6197681.500000 Penalty: 5385.089844
	Iteration 1F: 3 clusters Score -6197682 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6215902 nChanged 480
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Mstep: Class 1 contains 47030 members 
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Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6216100 nChanged 431
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Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6216263 nChanged 386
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Entering Unmasked Estep 
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Mstep: Class 1 contains 48186 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6216551 nChanged 283
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Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6216690 nChanged 192
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Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6216796 nChanged 139
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Mstep: Class 1 contains 49180 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6216852 nChanged 107
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Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6216878 nChanged 93
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Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6216890 nChanged 97
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Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6216930 nChanged 90
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Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6216946 nChanged 75
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Mstep: Class 1 contains 49638 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6216982 nChanged 60
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Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6216983 nChanged 45
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Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6216996 nChanged 45
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Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6216994 nChanged 40
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Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6216990 nChanged 40
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Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6217024 nChanged 39
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Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6217030 nChanged 31
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Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6217031 nChanged 26
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Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6217049 nChanged 22
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Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6217048 nChanged 20
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6217054 nChanged 20
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6217061 nChanged 29
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6217064 nChanged 25
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Mstep: Class 1 contains 50070 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6217076 nChanged 23
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Mstep: Class 1 contains 50093 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6217088 nChanged 13
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Mstep: Class 1 contains 50106 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6217074 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6217078.500000 Penalty: 5385.089844
	Iteration 42Q: 3 clusters Score -6217078 nChanged 6
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6217079 nChanged 7
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Mstep: Class 1 contains 50129 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6217080 nChanged 9
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Mstep: Class 1 contains 50138 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6217078 nChanged 8
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Mstep: Class 1 contains 50146 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6217078 nChanged 17
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Mstep: Class 1 contains 50163 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6217080 nChanged 13
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6217074 nChanged 6
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6217080 nChanged 7
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Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6217076 nChanged 6
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Entering Unmasked Estep 
Score: -6217092.500000 Penalty: 5385.089844
	Iteration 51Q: 3 clusters Score -6217092 nChanged 7
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Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6217096 nChanged 8
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Entering Unmasked Estep 
Score: -6217104.500000 Penalty: 5385.089844
	Iteration 53Q: 3 clusters Score -6217104 nChanged 9
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6217106 nChanged 9
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Mstep: Class 1 contains 50228 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6217108 nChanged 7
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6217112 nChanged 5
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Mstep: Class 1 contains 50240 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6217108 nChanged 8
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6217109 nChanged 13
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6217104 nChanged 9
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6217111 nChanged 11
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Mstep: Class 1 contains 50281 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6217112 nChanged 7
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Entering Unmasked Estep 
Score: -6217116.500000 Penalty: 5385.089844
	Iteration 62Q: 3 clusters Score -6217116 nChanged 7
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Mstep: Class 1 contains 50295 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6217116 nChanged 6
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6217116 nChanged 9
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6217115 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6217120.000000 Penalty: 5385.089844
	Iteration 66Q: 3 clusters Score -6217120 nChanged 10
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Mstep: Class 1 contains 50329 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6217120 nChanged 9
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6217122 nChanged 10
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Entering Unmasked Estep 
Score: -6217132.500000 Penalty: 5385.089844
	Iteration 69Q: 3 clusters Score -6217132 nChanged 15
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Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6217125.000000 Penalty: 5385.089844
	Iteration 70Q: 3 clusters Score -6217125 nChanged 15
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Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6217129 nChanged 14
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Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6217137.000000 Penalty: 5385.089844
	Iteration 72Q: 3 clusters Score -6217137 nChanged 14
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Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6217147.500000 Penalty: 5385.089844
	Iteration 73Q: 3 clusters Score -6217148 nChanged 8
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Mstep: Class 1 contains 50412 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -6217151.500000 Penalty: 5385.089844
	Iteration 74Q: 3 clusters Score -6217152 nChanged 10
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Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -6217145.500000 Penalty: 5385.089844
	Iteration 75Q: 3 clusters Score -6217146 nChanged 11
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Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6217161.000000 Penalty: 5385.089844
	Iteration 76Q: 3 clusters Score -6217161 nChanged 4
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Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6217160 nChanged 9
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	Iteration 78Q: 3 clusters Score -6217154 nChanged 4
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	Iteration 79Q: 3 clusters Score -6217152 nChanged 8
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Entering Unmasked Estep 
Score: -6217159.000000 Penalty: 5385.089844
	Iteration 80F: 3 clusters Score -6217159 nChanged 7
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6217155 nChanged 11
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Entering Unmasked Estep 
Score: -6217163.000000 Penalty: 5385.089844
	Iteration 82Q: 3 clusters Score -6217163 nChanged 7
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Mstep: Class 1 contains 50481 members 
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Entering Unmasked Estep 
Score: -6217168.500000 Penalty: 5385.089844
	Iteration 83Q: 3 clusters Score -6217168 nChanged 4
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Mstep: Class 1 contains 50485 members 
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Entering Unmasked Estep 
Score: -6217171.000000 Penalty: 5385.089844
	Iteration 84Q: 3 clusters Score -6217171 nChanged 5
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	Iteration 85Q: 3 clusters Score -6217167 nChanged 7
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Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6217176.000000 Penalty: 5385.089844
	Iteration 86Q: 3 clusters Score -6217176 nChanged 3
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	Iteration 87Q: 3 clusters Score -6217177 nChanged 3
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	Iteration 88Q: 3 clusters Score -6217172 nChanged 2
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6217170 nChanged 7
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Entering Unmasked Estep 
Score: -6217174.500000 Penalty: 5385.089844
	Iteration 90Q: 3 clusters Score -6217174 nChanged 4
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6217177 nChanged 7
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Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -6217179.000000 Penalty: 5385.089844
	Iteration 92Q: 3 clusters Score -6217179 nChanged 6
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Entering Unmasked Estep 
Score: -6217183.500000 Penalty: 5385.089844
	Iteration 93Q: 3 clusters Score -6217184 nChanged 5
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Entering Unmasked Estep 
Score: -6217189.000000 Penalty: 5385.089844
	Iteration 94Q: 3 clusters Score -6217189 nChanged 6
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Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6217192.500000 Penalty: 5385.089844
	Iteration 95Q: 3 clusters Score -6217192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6217199.500000 Penalty: 5385.089844
	Iteration 96Q: 3 clusters Score -6217200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -6217191.500000 Penalty: 5385.089844
	Iteration 97Q: 3 clusters Score -6217192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6217199.000000 Penalty: 5385.089844
	Iteration 98Q: 3 clusters Score -6217199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6217210.000000 Penalty: 5385.089844
	Iteration 99Q: 3 clusters Score -6217210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50576 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6217208.000000 Penalty: 5385.089844
	Iteration 100F: 3 clusters Score -6217208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50587 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6217206.500000 Penalty: 5385.089844
	Iteration 101Q: 3 clusters Score -6217206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -6217208.500000 Penalty: 5385.089844
	Iteration 102Q: 3 clusters Score -6217208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6217204.500000 Penalty: 5385.089844
	Iteration 103Q: 3 clusters Score -6217204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6217208.500000 Penalty: 5385.089844
	Iteration 104Q: 3 clusters Score -6217208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6217208.500000 Penalty: 5385.089844
	Iteration 105Q: 3 clusters Score -6217208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6217215.000000 Penalty: 5385.089844
	Iteration 106Q: 3 clusters Score -6217215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50617 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6217215.500000 Penalty: 5385.089844
	Iteration 107Q: 3 clusters Score -6217216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50625 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6217212.000000 Penalty: 5385.089844
	Iteration 108Q: 3 clusters Score -6217212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -6217214.000000 Penalty: 5385.089844
	Iteration 109Q: 3 clusters Score -6217214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50631 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6217221.500000 Penalty: 5385.089844
	Iteration 110Q: 3 clusters Score -6217222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -6217216.000000 Penalty: 5385.089844
	Iteration 111Q: 3 clusters Score -6217216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -6217223.000000 Penalty: 5385.089844
	Iteration 112Q: 3 clusters Score -6217223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6217224.500000 Penalty: 5385.089844
	Iteration 113Q: 3 clusters Score -6217224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6217222.000000 Penalty: 5385.089844
	Iteration 114Q: 3 clusters Score -6217222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -6217227.500000 Penalty: 5385.089844
	Iteration 115Q: 3 clusters Score -6217228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -6217226.000000 Penalty: 5385.089844
	Iteration 116Q: 3 clusters Score -6217226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -6217226.000000 Penalty: 5385.089844
	Iteration 117F: 3 clusters Score -6217226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Entering Unmasked Estep 
Score: -2728028.750000 Penalty: 2483.793701
	Iteration 0F: 2 clusters Score -2728029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2712350.500000 Penalty: 4967.587402
	Iteration 0F: 3 clusters Score -2712350 nChanged 9871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2717578.750000 Penalty: 4967.587402
	Iteration 1F: 3 clusters Score -2717579 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2717965.500000 Penalty: 4967.587402
	Iteration 2F: 3 clusters Score -2717966 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2718281.750000 Penalty: 4967.587402
	Iteration 3Q: 3 clusters Score -2718282 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2718576.000000 Penalty: 4967.587402
	Iteration 4Q: 3 clusters Score -2718576 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2718844.000000 Penalty: 4967.587402
	Iteration 5Q: 3 clusters Score -2718844 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2719125.250000 Penalty: 4967.587402
	Iteration 6Q: 3 clusters Score -2719125 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2719512.000000 Penalty: 4967.587402
	Iteration 7Q: 3 clusters Score -2719512 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2719985.500000 Penalty: 4967.587402
	Iteration 8Q: 3 clusters Score -2719986 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2720600.000000 Penalty: 4967.587402
	Iteration 9Q: 3 clusters Score -2720600 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2721386.500000 Penalty: 4967.587402
	Iteration 10F: 3 clusters Score -2721386 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2722180.000000 Penalty: 4967.587402
	Iteration 11Q: 3 clusters Score -2722180 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2722917.500000 Penalty: 4967.587402
	Iteration 12Q: 3 clusters Score -2722918 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2723563.000000 Penalty: 4967.587402
	Iteration 13Q: 3 clusters Score -2723563 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2724056.500000 Penalty: 4967.587402
	Iteration 14Q: 3 clusters Score -2724056 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2724378.750000 Penalty: 4967.587402
	Iteration 15Q: 3 clusters Score -2724379 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2724565.000000 Penalty: 4967.587402
	Iteration 16Q: 3 clusters Score -2724565 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2724679.250000 Penalty: 4967.587402
	Iteration 17Q: 3 clusters Score -2724679 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2724793.500000 Penalty: 4967.587402
	Iteration 18Q: 3 clusters Score -2724794 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2724885.500000 Penalty: 4967.587402
	Iteration 19Q: 3 clusters Score -2724886 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2724969.750000 Penalty: 4967.587402
	Iteration 20F: 3 clusters Score -2724970 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2725038.000000 Penalty: 4967.587402
	Iteration 21Q: 3 clusters Score -2725038 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2725094.750000 Penalty: 4967.587402
	Iteration 22Q: 3 clusters Score -2725095 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2725159.750000 Penalty: 4967.587402
	Iteration 23Q: 3 clusters Score -2725160 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2725224.750000 Penalty: 4967.587402
	Iteration 24Q: 3 clusters Score -2725225 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2725283.250000 Penalty: 4967.587402
	Iteration 25Q: 3 clusters Score -2725283 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2725337.500000 Penalty: 4967.587402
	Iteration 26Q: 3 clusters Score -2725338 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2725375.500000 Penalty: 4967.587402
	Iteration 27Q: 3 clusters Score -2725376 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2725417.750000 Penalty: 4967.587402
	Iteration 28Q: 3 clusters Score -2725418 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2725456.500000 Penalty: 4967.587402
	Iteration 29Q: 3 clusters Score -2725456 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2725493.500000 Penalty: 4967.587402
	Iteration 30Q: 3 clusters Score -2725494 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2725533.750000 Penalty: 4967.587402
	Iteration 31Q: 3 clusters Score -2725534 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2725571.250000 Penalty: 4967.587402
	Iteration 32Q: 3 clusters Score -2725571 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2725602.500000 Penalty: 4967.587402
	Iteration 33Q: 3 clusters Score -2725602 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2725634.000000 Penalty: 4967.587402
	Iteration 34Q: 3 clusters Score -2725634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2725648.000000 Penalty: 4967.587402
	Iteration 35Q: 3 clusters Score -2725648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2725658.750000 Penalty: 4967.587402
	Iteration 36Q: 3 clusters Score -2725659 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2725682.000000 Penalty: 4967.587402
	Iteration 37Q: 3 clusters Score -2725682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2725693.750000 Penalty: 4967.587402
	Iteration 38Q: 3 clusters Score -2725694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2725703.750000 Penalty: 4967.587402
	Iteration 39Q: 3 clusters Score -2725704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2725721.750000 Penalty: 4967.587402
	Iteration 40F: 3 clusters Score -2725722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2725729.750000 Penalty: 4967.587402
	Iteration 41Q: 3 clusters Score -2725730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2725743.500000 Penalty: 4967.587402
	Iteration 42Q: 3 clusters Score -2725744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2725740.250000 Penalty: 4967.587402
	Iteration 43Q: 3 clusters Score -2725740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2725748.250000 Penalty: 4967.587402
	Iteration 44Q: 3 clusters Score -2725748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2725757.750000 Penalty: 4967.587402
	Iteration 45Q: 3 clusters Score -2725758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2725756.500000 Penalty: 4967.587402
	Iteration 46Q: 3 clusters Score -2725756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2725758.000000 Penalty: 4967.587402
	Iteration 47Q: 3 clusters Score -2725758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2725760.750000 Penalty: 4967.587402
	Iteration 48Q: 3 clusters Score -2725761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2725759.750000 Penalty: 4967.587402
	Iteration 49Q: 3 clusters Score -2725760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2725763.500000 Penalty: 4967.587402
	Iteration 50Q: 3 clusters Score -2725764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2725763.500000 Penalty: 4967.587402
	Iteration 51F: 3 clusters Score -2725764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Entering Unmasked Estep 
Score: -627222.000000 Penalty: 2123.606934
	Iteration 0F: 2 clusters Score -627222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -622638.687500 Penalty: 4247.213867
	Iteration 0F: 3 clusters Score -622638.7 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -623634.875000 Penalty: 4247.213867
	Iteration 1F: 3 clusters Score -623634.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -623857.125000 Penalty: 4247.213867
	Iteration 2F: 3 clusters Score -623857.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -624002.562500 Penalty: 4247.213867
	Iteration 3F: 3 clusters Score -624002.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -624145.375000 Penalty: 4247.213867
	Iteration 4Q: 3 clusters Score -624145.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -624315.500000 Penalty: 4247.213867
	Iteration 5Q: 3 clusters Score -624315.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -624504.937500 Penalty: 4247.213867
	Iteration 6Q: 3 clusters Score -624504.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -624662.312500 Penalty: 4247.213867
	Iteration 7Q: 3 clusters Score -624662.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -624815.750000 Penalty: 4247.213867
	Iteration 8Q: 3 clusters Score -624815.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -624973.437500 Penalty: 4247.213867
	Iteration 9Q: 3 clusters Score -624973.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -625099.187500 Penalty: 4247.213867
	Iteration 10Q: 3 clusters Score -625099.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -625205.437500 Penalty: 4247.213867
	Iteration 11Q: 3 clusters Score -625205.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -625301.375000 Penalty: 4247.213867
	Iteration 12Q: 3 clusters Score -625301.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -625372.187500 Penalty: 4247.213867
	Iteration 13Q: 3 clusters Score -625372.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -625428.750000 Penalty: 4247.213867
	Iteration 14Q: 3 clusters Score -625428.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -625470.125000 Penalty: 4247.213867
	Iteration 15Q: 3 clusters Score -625470.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -625501.000000 Penalty: 4247.213867
	Iteration 16Q: 3 clusters Score -625501 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -625531.875000 Penalty: 4247.213867
	Iteration 17Q: 3 clusters Score -625531.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -625550.000000 Penalty: 4247.213867
	Iteration 18Q: 3 clusters Score -625550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -625562.000000 Penalty: 4247.213867
	Iteration 19Q: 3 clusters Score -625562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -625574.375000 Penalty: 4247.213867
	Iteration 20F: 3 clusters Score -625574.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -625583.875000 Penalty: 4247.213867
	Iteration 21Q: 3 clusters Score -625583.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -625592.125000 Penalty: 4247.213867
	Iteration 22Q: 3 clusters Score -625592.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -625599.000000 Penalty: 4247.213867
	Iteration 23Q: 3 clusters Score -625599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -625600.625000 Penalty: 4247.213867
	Iteration 24Q: 3 clusters Score -625600.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -625600.500000 Penalty: 4247.213867
	Iteration 25Q: 3 clusters Score -625600.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -625600.500000 Penalty: 4247.213867
	Iteration 26F: 3 clusters Score -625600.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Entering Unmasked Estep 
Score: -231027.937500 Penalty: 1889.082397
	Iteration 0F: 2 clusters Score -231027.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -228388.015625 Penalty: 3778.164795
	Iteration 0F: 3 clusters Score -228388 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -228898.437500 Penalty: 3778.164795
	Iteration 1F: 3 clusters Score -228898.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -229010.812500 Penalty: 3778.164795
	Iteration 2F: 3 clusters Score -229010.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -229072.140625 Penalty: 3778.164795
	Iteration 3Q: 3 clusters Score -229072.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -229111.812500 Penalty: 3778.164795
	Iteration 4Q: 3 clusters Score -229111.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -229144.078125 Penalty: 3778.164795
	Iteration 5Q: 3 clusters Score -229144.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -229167.218750 Penalty: 3778.164795
	Iteration 6Q: 3 clusters Score -229167.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -229176.015625 Penalty: 3778.164795
	Iteration 7Q: 3 clusters Score -229176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -229182.937500 Penalty: 3778.164795
	Iteration 8Q: 3 clusters Score -229182.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -229190.875000 Penalty: 3778.164795
	Iteration 9Q: 3 clusters Score -229190.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -229201.375000 Penalty: 3778.164795
	Iteration 10Q: 3 clusters Score -229201.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -229211.812500 Penalty: 3778.164795
	Iteration 11Q: 3 clusters Score -229211.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -229223.546875 Penalty: 3778.164795
	Iteration 12Q: 3 clusters Score -229223.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -229236.437500 Penalty: 3778.164795
	Iteration 13Q: 3 clusters Score -229236.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -229253.875000 Penalty: 3778.164795
	Iteration 14Q: 3 clusters Score -229253.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -229271.203125 Penalty: 3778.164795
	Iteration 15Q: 3 clusters Score -229271.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -229280.375000 Penalty: 3778.164795
	Iteration 16Q: 3 clusters Score -229280.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -229293.250000 Penalty: 3778.164795
	Iteration 17Q: 3 clusters Score -229293.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -229299.812500 Penalty: 3778.164795
	Iteration 18Q: 3 clusters Score -229299.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -229303.734375 Penalty: 3778.164795
	Iteration 19Q: 3 clusters Score -229303.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -229309.343750 Penalty: 3778.164795
	Iteration 20F: 3 clusters Score -229309.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -229312.796875 Penalty: 3778.164795
	Iteration 21Q: 3 clusters Score -229312.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -229316.921875 Penalty: 3778.164795
	Iteration 22Q: 3 clusters Score -229316.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -229321.484375 Penalty: 3778.164795
	Iteration 23Q: 3 clusters Score -229321.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -229326.515625 Penalty: 3778.164795
	Iteration 24Q: 3 clusters Score -229326.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -229332.125000 Penalty: 3778.164795
	Iteration 25Q: 3 clusters Score -229332.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -229342.500000 Penalty: 3778.164795
	Iteration 26Q: 3 clusters Score -229342.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -229350.453125 Penalty: 3778.164795
	Iteration 27Q: 3 clusters Score -229350.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -229356.859375 Penalty: 3778.164795
	Iteration 28Q: 3 clusters Score -229356.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -229362.921875 Penalty: 3778.164795
	Iteration 29Q: 3 clusters Score -229362.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -229375.750000 Penalty: 3778.164795
	Iteration 30Q: 3 clusters Score -229375.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -229394.125000 Penalty: 3778.164795
	Iteration 31Q: 3 clusters Score -229394.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -229407.312500 Penalty: 3778.164795
	Iteration 32Q: 3 clusters Score -229407.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -229420.921875 Penalty: 3778.164795
	Iteration 33Q: 3 clusters Score -229420.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -229429.656250 Penalty: 3778.164795
	Iteration 34Q: 3 clusters Score -229429.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -229438.968750 Penalty: 3778.164795
	Iteration 35Q: 3 clusters Score -229439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -229454.296875 Penalty: 3778.164795
	Iteration 36Q: 3 clusters Score -229454.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -229480.765625 Penalty: 3778.164795
	Iteration 37Q: 3 clusters Score -229480.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -229511.093750 Penalty: 3778.164795
	Iteration 38Q: 3 clusters Score -229511.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -229563.359375 Penalty: 3778.164795
	Iteration 39Q: 3 clusters Score -229563.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -229637.484375 Penalty: 3778.164795
	Iteration 40F: 3 clusters Score -229637.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -229749.718750 Penalty: 3778.164795
	Iteration 41Q: 3 clusters Score -229749.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -229885.328125 Penalty: 3778.164795
	Iteration 42Q: 3 clusters Score -229885.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -230043.000000 Penalty: 3778.164795
	Iteration 43Q: 3 clusters Score -230043 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -230169.484375 Penalty: 3778.164795
	Iteration 44Q: 3 clusters Score -230169.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -230261.671875 Penalty: 3778.164795
	Iteration 45Q: 3 clusters Score -230261.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -230342.906250 Penalty: 3778.164795
	Iteration 46Q: 3 clusters Score -230342.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -230413.625000 Penalty: 3778.164795
	Iteration 47Q: 3 clusters Score -230413.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -230467.500000 Penalty: 3778.164795
	Iteration 48Q: 3 clusters Score -230467.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -230493.578125 Penalty: 3778.164795
	Iteration 49Q: 3 clusters Score -230493.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -230514.546875 Penalty: 3778.164795
	Iteration 50Q: 3 clusters Score -230514.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -230536.593750 Penalty: 3778.164795
	Iteration 51Q: 3 clusters Score -230536.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -230548.531250 Penalty: 3778.164795
	Iteration 52Q: 3 clusters Score -230548.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -230554.984375 Penalty: 3778.164795
	Iteration 53Q: 3 clusters Score -230555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -230556.921875 Penalty: 3778.164795
	Iteration 54Q: 3 clusters Score -230556.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -230556.921875 Penalty: 3778.164795
	Iteration 55F: 3 clusters Score -230556.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Entering Unmasked Estep 
Score: -4439505.000000 Penalty: 2606.713379
	Iteration 0F: 2 clusters Score -4439505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -4414439.500000 Penalty: 5213.426758
	Iteration 0F: 3 clusters Score -4414440 nChanged 16805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -4423997.500000 Penalty: 5213.426758
	Iteration 1F: 3 clusters Score -4423998 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -4425001.000000 Penalty: 5213.426758
	Iteration 2F: 3 clusters Score -4425001 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -4426368.500000 Penalty: 5213.426758
	Iteration 3F: 3 clusters Score -4426368 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -4428063.000000 Penalty: 5213.426758
	Iteration 4F: 3 clusters Score -4428063 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -4430033.000000 Penalty: 5213.426758
	Iteration 5F: 3 clusters Score -4430033 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -4432215.500000 Penalty: 5213.426758
	Iteration 6F: 3 clusters Score -4432216 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -4434402.000000 Penalty: 5213.426758
	Iteration 7F: 3 clusters Score -4434402 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -4436403.500000 Penalty: 5213.426758
	Iteration 8F: 3 clusters Score -4436404 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -4437731.000000 Penalty: 5213.426758
	Iteration 9Q: 3 clusters Score -4437731 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -4438333.500000 Penalty: 5213.426758
	Iteration 10Q: 3 clusters Score -4438334 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -4438575.000000 Penalty: 5213.426758
	Iteration 11Q: 3 clusters Score -4438575 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -4438703.000000 Penalty: 5213.426758
	Iteration 12Q: 3 clusters Score -4438703 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -4438782.500000 Penalty: 5213.426758
	Iteration 13Q: 3 clusters Score -4438782 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -4438825.500000 Penalty: 5213.426758
	Iteration 14Q: 3 clusters Score -4438826 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -4438845.000000 Penalty: 5213.426758
	Iteration 15Q: 3 clusters Score -4438845 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -4438886.000000 Penalty: 5213.426758
	Iteration 16Q: 3 clusters Score -4438886 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -4438893.000000 Penalty: 5213.426758
	Iteration 17Q: 3 clusters Score -4438893 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -4438911.500000 Penalty: 5213.426758
	Iteration 18Q: 3 clusters Score -4438912 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -4438917.000000 Penalty: 5213.426758
	Iteration 19Q: 3 clusters Score -4438917 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -4438930.000000 Penalty: 5213.426758
	Iteration 20F: 3 clusters Score -4438930 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -4438945.000000 Penalty: 5213.426758
	Iteration 21Q: 3 clusters Score -4438945 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -4438957.000000 Penalty: 5213.426758
	Iteration 22Q: 3 clusters Score -4438957 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -4438954.000000 Penalty: 5213.426758
	Iteration 23Q: 3 clusters Score -4438954 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -4438966.500000 Penalty: 5213.426758
	Iteration 24Q: 3 clusters Score -4438966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -4438968.500000 Penalty: 5213.426758
	Iteration 25Q: 3 clusters Score -4438968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -4438975.500000 Penalty: 5213.426758
	Iteration 26Q: 3 clusters Score -4438976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -4438979.500000 Penalty: 5213.426758
	Iteration 27Q: 3 clusters Score -4438980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -4438980.000000 Penalty: 5213.426758
	Iteration 28Q: 3 clusters Score -4438980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -4438985.000000 Penalty: 5213.426758
	Iteration 29Q: 3 clusters Score -4438985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -4438991.000000 Penalty: 5213.426758
	Iteration 30Q: 3 clusters Score -4438991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -4438993.500000 Penalty: 5213.426758
	Iteration 31Q: 3 clusters Score -4438994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -4438992.500000 Penalty: 5213.426758
	Iteration 32Q: 3 clusters Score -4438992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -4438996.500000 Penalty: 5213.426758
	Iteration 33Q: 3 clusters Score -4438996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -4438996.500000 Penalty: 5213.426758
	Iteration 34Q: 3 clusters Score -4438996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -4439002.500000 Penalty: 5213.426758
	Iteration 35Q: 3 clusters Score -4439002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -4439005.500000 Penalty: 5213.426758
	Iteration 36Q: 3 clusters Score -4439006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -4439002.500000 Penalty: 5213.426758
	Iteration 37Q: 3 clusters Score -4439002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -4439004.500000 Penalty: 5213.426758
	Iteration 38Q: 3 clusters Score -4439004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -4439008.000000 Penalty: 5213.426758
	Iteration 39Q: 3 clusters Score -4439008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -4439005.000000 Penalty: 5213.426758
	Iteration 40F: 3 clusters Score -4439005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -4439009.500000 Penalty: 5213.426758
	Iteration 41Q: 3 clusters Score -4439010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -4439001.000000 Penalty: 5213.426758
	Iteration 42Q: 3 clusters Score -4439001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -4438997.000000 Penalty: 5213.426758
	Iteration 43Q: 3 clusters Score -4438997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -4438996.000000 Penalty: 5213.426758
	Iteration 44Q: 3 clusters Score -4438996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -4438998.000000 Penalty: 5213.426758
	Iteration 45Q: 3 clusters Score -4438998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -4438996.000000 Penalty: 5213.426758
	Iteration 46Q: 3 clusters Score -4438996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -4439000.000000 Penalty: 5213.426758
	Iteration 47Q: 3 clusters Score -4439000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -4438995.000000 Penalty: 5213.426758
	Iteration 48Q: 3 clusters Score -4438995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -4438999.000000 Penalty: 5213.426758
	Iteration 49Q: 3 clusters Score -4438999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -4439000.000000 Penalty: 5213.426758
	Iteration 50Q: 3 clusters Score -4439000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -4438992.500000 Penalty: 5213.426758
	Iteration 51Q: 3 clusters Score -4438992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -4438999.500000 Penalty: 5213.426758
	Iteration 52Q: 3 clusters Score -4439000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -4438998.000000 Penalty: 5213.426758
	Iteration 53Q: 3 clusters Score -4438998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -4438999.000000 Penalty: 5213.426758
	Iteration 54Q: 3 clusters Score -4438999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -4438999.000000 Penalty: 5213.426758
	Iteration 55F: 3 clusters Score -4438999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Entering Unmasked Estep 
Score: -1146933.375000 Penalty: 2270.790283
	Iteration 0F: 2 clusters Score -1146933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1139564.500000 Penalty: 4541.580566
	Iteration 0F: 3 clusters Score -1139564 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1141635.000000 Penalty: 4541.580566
	Iteration 1F: 3 clusters Score -1141635 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1141898.375000 Penalty: 4541.580566
	Iteration 2F: 3 clusters Score -1141898 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1142065.125000 Penalty: 4541.580566
	Iteration 3Q: 3 clusters Score -1142065 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1142183.875000 Penalty: 4541.580566
	Iteration 4Q: 3 clusters Score -1142184 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1142274.625000 Penalty: 4541.580566
	Iteration 5Q: 3 clusters Score -1142275 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1142343.625000 Penalty: 4541.580566
	Iteration 6Q: 3 clusters Score -1142344 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1142388.875000 Penalty: 4541.580566
	Iteration 7Q: 3 clusters Score -1142389 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1142427.750000 Penalty: 4541.580566
	Iteration 8Q: 3 clusters Score -1142428 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1142453.000000 Penalty: 4541.580566
	Iteration 9Q: 3 clusters Score -1142453 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1142474.375000 Penalty: 4541.580566
	Iteration 10Q: 3 clusters Score -1142474 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1142492.000000 Penalty: 4541.580566
	Iteration 11Q: 3 clusters Score -1142492 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1142502.750000 Penalty: 4541.580566
	Iteration 12Q: 3 clusters Score -1142503 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1142515.750000 Penalty: 4541.580566
	Iteration 13Q: 3 clusters Score -1142516 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1142527.875000 Penalty: 4541.580566
	Iteration 14Q: 3 clusters Score -1142528 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1142535.750000 Penalty: 4541.580566
	Iteration 15Q: 3 clusters Score -1142536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1142537.000000 Penalty: 4541.580566
	Iteration 16Q: 3 clusters Score -1142537 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1142544.500000 Penalty: 4541.580566
	Iteration 17Q: 3 clusters Score -1142544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1142547.250000 Penalty: 4541.580566
	Iteration 18Q: 3 clusters Score -1142547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1142553.875000 Penalty: 4541.580566
	Iteration 19Q: 3 clusters Score -1142554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1142558.375000 Penalty: 4541.580566
	Iteration 20F: 3 clusters Score -1142558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1142559.750000 Penalty: 4541.580566
	Iteration 21Q: 3 clusters Score -1142560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1142564.625000 Penalty: 4541.580566
	Iteration 22Q: 3 clusters Score -1142565 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1142573.250000 Penalty: 4541.580566
	Iteration 23Q: 3 clusters Score -1142573 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1142574.875000 Penalty: 4541.580566
	Iteration 24Q: 3 clusters Score -1142575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1142576.625000 Penalty: 4541.580566
	Iteration 25Q: 3 clusters Score -1142577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1142579.625000 Penalty: 4541.580566
	Iteration 26Q: 3 clusters Score -1142580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1142582.875000 Penalty: 4541.580566
	Iteration 27Q: 3 clusters Score -1142583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1142588.375000 Penalty: 4541.580566
	Iteration 28Q: 3 clusters Score -1142588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1142594.250000 Penalty: 4541.580566
	Iteration 29Q: 3 clusters Score -1142594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1142600.125000 Penalty: 4541.580566
	Iteration 30Q: 3 clusters Score -1142600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1142612.000000 Penalty: 4541.580566
	Iteration 31Q: 3 clusters Score -1142612 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1142619.500000 Penalty: 4541.580566
	Iteration 32Q: 3 clusters Score -1142620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1142629.000000 Penalty: 4541.580566
	Iteration 33Q: 3 clusters Score -1142629 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1142636.875000 Penalty: 4541.580566
	Iteration 34Q: 3 clusters Score -1142637 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1142641.750000 Penalty: 4541.580566
	Iteration 35Q: 3 clusters Score -1142642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1142647.750000 Penalty: 4541.580566
	Iteration 36Q: 3 clusters Score -1142648 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1142656.625000 Penalty: 4541.580566
	Iteration 37Q: 3 clusters Score -1142657 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1142664.125000 Penalty: 4541.580566
	Iteration 38Q: 3 clusters Score -1142664 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1142674.875000 Penalty: 4541.580566
	Iteration 39Q: 3 clusters Score -1142675 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1142690.750000 Penalty: 4541.580566
	Iteration 40F: 3 clusters Score -1142691 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1142700.125000 Penalty: 4541.580566
	Iteration 41Q: 3 clusters Score -1142700 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1142717.125000 Penalty: 4541.580566
	Iteration 42Q: 3 clusters Score -1142717 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1142733.375000 Penalty: 4541.580566
	Iteration 43Q: 3 clusters Score -1142733 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1142750.375000 Penalty: 4541.580566
	Iteration 44Q: 3 clusters Score -1142750 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1142773.625000 Penalty: 4541.580566
	Iteration 45Q: 3 clusters Score -1142774 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1142790.375000 Penalty: 4541.580566
	Iteration 46Q: 3 clusters Score -1142790 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1142810.750000 Penalty: 4541.580566
	Iteration 47Q: 3 clusters Score -1142811 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1142828.375000 Penalty: 4541.580566
	Iteration 48Q: 3 clusters Score -1142828 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1142845.250000 Penalty: 4541.580566
	Iteration 49Q: 3 clusters Score -1142845 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1142867.125000 Penalty: 4541.580566
	Iteration 50Q: 3 clusters Score -1142867 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1142894.125000 Penalty: 4541.580566
	Iteration 51Q: 3 clusters Score -1142894 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1142920.500000 Penalty: 4541.580566
	Iteration 52Q: 3 clusters Score -1142920 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1142952.750000 Penalty: 4541.580566
	Iteration 53Q: 3 clusters Score -1142953 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1142998.375000 Penalty: 4541.580566
	Iteration 54Q: 3 clusters Score -1142998 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1143057.750000 Penalty: 4541.580566
	Iteration 55Q: 3 clusters Score -1143058 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1143112.375000 Penalty: 4541.580566
	Iteration 56Q: 3 clusters Score -1143112 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1143168.000000 Penalty: 4541.580566
	Iteration 57Q: 3 clusters Score -1143168 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1143224.375000 Penalty: 4541.580566
	Iteration 58Q: 3 clusters Score -1143224 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1143304.625000 Penalty: 4541.580566
	Iteration 59Q: 3 clusters Score -1143305 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1143396.125000 Penalty: 4541.580566
	Iteration 60F: 3 clusters Score -1143396 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1143526.000000 Penalty: 4541.580566
	Iteration 61Q: 3 clusters Score -1143526 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1143669.250000 Penalty: 4541.580566
	Iteration 62Q: 3 clusters Score -1143669 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1143832.000000 Penalty: 4541.580566
	Iteration 63Q: 3 clusters Score -1143832 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1143984.500000 Penalty: 4541.580566
	Iteration 64Q: 3 clusters Score -1143984 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1144132.375000 Penalty: 4541.580566
	Iteration 65Q: 3 clusters Score -1144132 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1144271.000000 Penalty: 4541.580566
	Iteration 66Q: 3 clusters Score -1144271 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1144390.625000 Penalty: 4541.580566
	Iteration 67Q: 3 clusters Score -1144391 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1144472.875000 Penalty: 4541.580566
	Iteration 68Q: 3 clusters Score -1144473 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1144540.125000 Penalty: 4541.580566
	Iteration 69Q: 3 clusters Score -1144540 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1144590.000000 Penalty: 4541.580566
	Iteration 70Q: 3 clusters Score -1144590 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1144637.250000 Penalty: 4541.580566
	Iteration 71Q: 3 clusters Score -1144637 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1144687.625000 Penalty: 4541.580566
	Iteration 72Q: 3 clusters Score -1144688 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1144731.875000 Penalty: 4541.580566
	Iteration 73Q: 3 clusters Score -1144732 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1144788.750000 Penalty: 4541.580566
	Iteration 74Q: 3 clusters Score -1144789 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1144814.625000 Penalty: 4541.580566
	Iteration 75Q: 3 clusters Score -1144815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1144839.375000 Penalty: 4541.580566
	Iteration 76Q: 3 clusters Score -1144839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1144863.500000 Penalty: 4541.580566
	Iteration 77Q: 3 clusters Score -1144864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1144883.375000 Penalty: 4541.580566
	Iteration 78Q: 3 clusters Score -1144883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1144900.875000 Penalty: 4541.580566
	Iteration 79Q: 3 clusters Score -1144901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1144915.500000 Penalty: 4541.580566
	Iteration 80F: 3 clusters Score -1144916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1144921.875000 Penalty: 4541.580566
	Iteration 81Q: 3 clusters Score -1144922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1144930.000000 Penalty: 4541.580566
	Iteration 82Q: 3 clusters Score -1144930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1144933.375000 Penalty: 4541.580566
	Iteration 83Q: 3 clusters Score -1144933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1144936.875000 Penalty: 4541.580566
	Iteration 84Q: 3 clusters Score -1144937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1144938.250000 Penalty: 4541.580566
	Iteration 85Q: 3 clusters Score -1144938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1144939.375000 Penalty: 4541.580566
	Iteration 86Q: 3 clusters Score -1144939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1144940.750000 Penalty: 4541.580566
	Iteration 87Q: 3 clusters Score -1144941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1144941.250000 Penalty: 4541.580566
	Iteration 88Q: 3 clusters Score -1144941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1144941.500000 Penalty: 4541.580566
	Iteration 89Q: 3 clusters Score -1144942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1144945.625000 Penalty: 4541.580566
	Iteration 90Q: 3 clusters Score -1144946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1144949.625000 Penalty: 4541.580566
	Iteration 91Q: 3 clusters Score -1144950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1144951.750000 Penalty: 4541.580566
	Iteration 92Q: 3 clusters Score -1144952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1144951.875000 Penalty: 4541.580566
	Iteration 93Q: 3 clusters Score -1144952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1144951.875000 Penalty: 4541.580566
	Iteration 94F: 3 clusters Score -1144952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Entering Unmasked Estep 
Score: -574801.000000 Penalty: 2099.647705
	Iteration 0F: 2 clusters Score -574801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -570361.812500 Penalty: 4199.295410
	Iteration 0F: 3 clusters Score -570361.8 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -571488.375000 Penalty: 4199.295410
	Iteration 1F: 3 clusters Score -571488.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -571763.437500 Penalty: 4199.295410
	Iteration 2F: 3 clusters Score -571763.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -571996.812500 Penalty: 4199.295410
	Iteration 3F: 3 clusters Score -571996.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -572254.125000 Penalty: 4199.295410
	Iteration 4F: 3 clusters Score -572254.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -572521.062500 Penalty: 4199.295410
	Iteration 5F: 3 clusters Score -572521.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -572820.500000 Penalty: 4199.295410
	Iteration 6F: 3 clusters Score -572820.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -573132.000000 Penalty: 4199.295410
	Iteration 7F: 3 clusters Score -573132 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -573391.250000 Penalty: 4199.295410
	Iteration 8F: 3 clusters Score -573391.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -573585.625000 Penalty: 4199.295410
	Iteration 9Q: 3 clusters Score -573585.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -573731.062500 Penalty: 4199.295410
	Iteration 10Q: 3 clusters Score -573731.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -573837.937500 Penalty: 4199.295410
	Iteration 11Q: 3 clusters Score -573837.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -573914.812500 Penalty: 4199.295410
	Iteration 12Q: 3 clusters Score -573914.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -573972.187500 Penalty: 4199.295410
	Iteration 13Q: 3 clusters Score -573972.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -574010.187500 Penalty: 4199.295410
	Iteration 14Q: 3 clusters Score -574010.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -574034.375000 Penalty: 4199.295410
	Iteration 15Q: 3 clusters Score -574034.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -574062.000000 Penalty: 4199.295410
	Iteration 16Q: 3 clusters Score -574062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -574075.125000 Penalty: 4199.295410
	Iteration 17Q: 3 clusters Score -574075.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -574092.125000 Penalty: 4199.295410
	Iteration 18Q: 3 clusters Score -574092.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -574113.187500 Penalty: 4199.295410
	Iteration 19Q: 3 clusters Score -574113.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -574137.812500 Penalty: 4199.295410
	Iteration 20F: 3 clusters Score -574137.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -574153.750000 Penalty: 4199.295410
	Iteration 21Q: 3 clusters Score -574153.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -574161.250000 Penalty: 4199.295410
	Iteration 22Q: 3 clusters Score -574161.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -574170.062500 Penalty: 4199.295410
	Iteration 23Q: 3 clusters Score -574170.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -574179.000000 Penalty: 4199.295410
	Iteration 24Q: 3 clusters Score -574179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -574185.500000 Penalty: 4199.295410
	Iteration 25Q: 3 clusters Score -574185.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -574190.062500 Penalty: 4199.295410
	Iteration 26Q: 3 clusters Score -574190.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -574192.125000 Penalty: 4199.295410
	Iteration 27Q: 3 clusters Score -574192.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -574194.062500 Penalty: 4199.295410
	Iteration 28Q: 3 clusters Score -574194.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -574196.937500 Penalty: 4199.295410
	Iteration 29Q: 3 clusters Score -574196.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -574199.250000 Penalty: 4199.295410
	Iteration 30Q: 3 clusters Score -574199.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -574203.500000 Penalty: 4199.295410
	Iteration 31Q: 3 clusters Score -574203.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -574203.500000 Penalty: 4199.295410
	Iteration 32F: 3 clusters Score -574203.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -67512.523438 Penalty: 1615.648804
	Iteration 0F: 2 clusters Score -67512.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -65954.304688 Penalty: 3231.297607
	Iteration 0F: 3 clusters Score -65954.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -66304.531250 Penalty: 3231.297607
	Iteration 1F: 3 clusters Score -66304.53 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -66529.070312 Penalty: 3231.297607
	Iteration 2F: 3 clusters Score -66529.07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -66702.882812 Penalty: 3231.297607
	Iteration 3F: 3 clusters Score -66702.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -66986.000000 Penalty: 3231.297607
	Iteration 4Q: 3 clusters Score -66986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -67282.179688 Penalty: 3231.297607
	Iteration 5F: 3 clusters Score -67282.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -67622.476562 Penalty: 3231.297607
	Iteration 6Q: 3 clusters Score -67622.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -67823.703125 Penalty: 3231.297607
	Iteration 7Q: 3 clusters Score -67823.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -67838.296875 Penalty: 3231.297607
	Iteration 8Q: 3 clusters Score -67838.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -67846.968750 Penalty: 3231.297607
	Iteration 9Q: 3 clusters Score -67846.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -67849.929688 Penalty: 3231.297607
	Iteration 10Q: 3 clusters Score -67849.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -67849.929688 Penalty: 3231.297607
	Iteration 11F: 3 clusters Score -67849.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 218287 members 
Mstep: Class 3 contains 51898 members 
Mstep: Class 4 contains 22366 members 
Mstep: Class 5 contains 5234 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 36715 members 
Mstep: Class 8 contains 9475 members 
Mstep: Class 9 contains 4752 members 
Mstep: Class 10 contains 241 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 14 contains 44540 members 
Mstep: Class 15 contains 6228 members 
Mstep: Class 16 contains 4236 members 
Mstep: Class 17 contains 51267 members 
Mstep: Class 18 contains 14419 members 
Mstep: Class 19 contains 172260 members 
Mstep: Class 20 contains 35312 members 
Entering Unmasked Estep 
Score: -80034848.000000 Penalty: 63304.132812
Splitting cluster 10 changes total score from -80036168.000000 to -80034848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Entering Unmasked Estep 
Score: -194541.890625 Penalty: 1835.959106
	Iteration 0F: 2 clusters Score -194541.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -192151.578125 Penalty: 3671.918213
	Iteration 0F: 3 clusters Score -192151.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -192553.937500 Penalty: 3671.918213
	Iteration 1F: 3 clusters Score -192553.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -192676.390625 Penalty: 3671.918213
	Iteration 2F: 3 clusters Score -192676.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -192729.687500 Penalty: 3671.918213
	Iteration 3Q: 3 clusters Score -192729.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -192751.906250 Penalty: 3671.918213
	Iteration 4Q: 3 clusters Score -192751.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -192765.421875 Penalty: 3671.918213
	Iteration 5Q: 3 clusters Score -192765.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -192775.593750 Penalty: 3671.918213
	Iteration 6Q: 3 clusters Score -192775.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -192786.031250 Penalty: 3671.918213
	Iteration 7Q: 3 clusters Score -192786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -192792.625000 Penalty: 3671.918213
	Iteration 8Q: 3 clusters Score -192792.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -192801.359375 Penalty: 3671.918213
	Iteration 9Q: 3 clusters Score -192801.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -192807.656250 Penalty: 3671.918213
	Iteration 10Q: 3 clusters Score -192807.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -192811.437500 Penalty: 3671.918213
	Iteration 11Q: 3 clusters Score -192811.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -192812.890625 Penalty: 3671.918213
	Iteration 12Q: 3 clusters Score -192812.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -192813.140625 Penalty: 3671.918213
	Iteration 13Q: 3 clusters Score -192813.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -192813.140625 Penalty: 3671.918213
	Iteration 14F: 3 clusters Score -192813.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Entering Unmasked Estep 
Score: -5374830.000000 Penalty: 2654.627441
	Iteration 0F: 2 clusters Score -5374830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -5344634.000000 Penalty: 5309.254883
	Iteration 0F: 3 clusters Score -5344634 nChanged 20605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -5356102.000000 Penalty: 5309.254883
	Iteration 1F: 3 clusters Score -5356102 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -5356644.000000 Penalty: 5309.254883
	Iteration 2Q: 3 clusters Score -5356644 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -5357193.500000 Penalty: 5309.254883
	Iteration 3Q: 3 clusters Score -5357194 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -5358052.500000 Penalty: 5309.254883
	Iteration 4Q: 3 clusters Score -5358052 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -5359354.500000 Penalty: 5309.254883
	Iteration 5F: 3 clusters Score -5359354 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -5361564.500000 Penalty: 5309.254883
	Iteration 6F: 3 clusters Score -5361564 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -5364634.500000 Penalty: 5309.254883
	Iteration 7F: 3 clusters Score -5364634 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -5367946.500000 Penalty: 5309.254883
	Iteration 8F: 3 clusters Score -5367946 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -5370767.500000 Penalty: 5309.254883
	Iteration 9F: 3 clusters Score -5370768 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -5372465.000000 Penalty: 5309.254883
	Iteration 10Q: 3 clusters Score -5372465 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5373424.500000 Penalty: 5309.254883
	Iteration 11Q: 3 clusters Score -5373424 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5373731.000000 Penalty: 5309.254883
	Iteration 12Q: 3 clusters Score -5373731 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5373840.500000 Penalty: 5309.254883
	Iteration 13Q: 3 clusters Score -5373840 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5373908.500000 Penalty: 5309.254883
	Iteration 14Q: 3 clusters Score -5373908 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5373945.000000 Penalty: 5309.254883
	Iteration 15Q: 3 clusters Score -5373945 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5373962.000000 Penalty: 5309.254883
	Iteration 16Q: 3 clusters Score -5373962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5373979.500000 Penalty: 5309.254883
	Iteration 17Q: 3 clusters Score -5373980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5373982.500000 Penalty: 5309.254883
	Iteration 18Q: 3 clusters Score -5373982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5373983.500000 Penalty: 5309.254883
	Iteration 19Q: 3 clusters Score -5373984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5373989.500000 Penalty: 5309.254883
	Iteration 20F: 3 clusters Score -5373990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5373998.000000 Penalty: 5309.254883
	Iteration 21Q: 3 clusters Score -5373998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5373997.500000 Penalty: 5309.254883
	Iteration 22Q: 3 clusters Score -5373998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5373999.500000 Penalty: 5309.254883
	Iteration 23Q: 3 clusters Score -5374000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5373994.500000 Penalty: 5309.254883
	Iteration 24Q: 3 clusters Score -5373994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5373996.000000 Penalty: 5309.254883
	Iteration 25Q: 3 clusters Score -5373996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5373996.000000 Penalty: 5309.254883
	Iteration 26F: 3 clusters Score -5373996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Entering Unmasked Estep 
Score: -696677.875000 Penalty: 2166.729004
	Iteration 0F: 2 clusters Score -696677.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -691404.437500 Penalty: 4333.458008
	Iteration 0F: 3 clusters Score -691404.4 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -692978.312500 Penalty: 4333.458008
	Iteration 1F: 3 clusters Score -692978.3 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -693361.750000 Penalty: 4333.458008
	Iteration 2F: 3 clusters Score -693361.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -693700.125000 Penalty: 4333.458008
	Iteration 3F: 3 clusters Score -693700.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -693963.687500 Penalty: 4333.458008
	Iteration 4F: 3 clusters Score -693963.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -694135.812500 Penalty: 4333.458008
	Iteration 5Q: 3 clusters Score -694135.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -694292.625000 Penalty: 4333.458008
	Iteration 6Q: 3 clusters Score -694292.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -694466.312500 Penalty: 4333.458008
	Iteration 7Q: 3 clusters Score -694466.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -694663.687500 Penalty: 4333.458008
	Iteration 8Q: 3 clusters Score -694663.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -694886.375000 Penalty: 4333.458008
	Iteration 9Q: 3 clusters Score -694886.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -695094.375000 Penalty: 4333.458008
	Iteration 10Q: 3 clusters Score -695094.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -695291.875000 Penalty: 4333.458008
	Iteration 11Q: 3 clusters Score -695291.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -695477.562500 Penalty: 4333.458008
	Iteration 12Q: 3 clusters Score -695477.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -695616.187500 Penalty: 4333.458008
	Iteration 13Q: 3 clusters Score -695616.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -695728.875000 Penalty: 4333.458008
	Iteration 14Q: 3 clusters Score -695728.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -695797.062500 Penalty: 4333.458008
	Iteration 15Q: 3 clusters Score -695797.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -695857.250000 Penalty: 4333.458008
	Iteration 16Q: 3 clusters Score -695857.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -695891.187500 Penalty: 4333.458008
	Iteration 17Q: 3 clusters Score -695891.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -695911.375000 Penalty: 4333.458008
	Iteration 18Q: 3 clusters Score -695911.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -695919.312500 Penalty: 4333.458008
	Iteration 19Q: 3 clusters Score -695919.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -695933.125000 Penalty: 4333.458008
	Iteration 20F: 3 clusters Score -695933.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -695946.562500 Penalty: 4333.458008
	Iteration 21Q: 3 clusters Score -695946.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -695952.312500 Penalty: 4333.458008
	Iteration 22Q: 3 clusters Score -695952.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -695958.937500 Penalty: 4333.458008
	Iteration 23Q: 3 clusters Score -695958.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -695958.875000 Penalty: 4333.458008
	Iteration 24Q: 3 clusters Score -695958.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -695959.812500 Penalty: 4333.458008
	Iteration 25Q: 3 clusters Score -695959.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -695962.125000 Penalty: 4333.458008
	Iteration 26Q: 3 clusters Score -695962.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -695963.000000 Penalty: 4333.458008
	Iteration 27Q: 3 clusters Score -695963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -695963.000000 Penalty: 4333.458008
	Iteration 28F: 3 clusters Score -695963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Entering Unmasked Estep 
Score: -484751.906250 Penalty: 2071.140869
	Iteration 0F: 2 clusters Score -484751.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -480761.062500 Penalty: 4142.281738
	Iteration 0F: 3 clusters Score -480761.1 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -481919.937500 Penalty: 4142.281738
	Iteration 1F: 3 clusters Score -481919.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -482327.312500 Penalty: 4142.281738
	Iteration 2F: 3 clusters Score -482327.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -482651.281250 Penalty: 4142.281738
	Iteration 3F: 3 clusters Score -482651.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -482873.781250 Penalty: 4142.281738
	Iteration 4F: 3 clusters Score -482873.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -483035.218750 Penalty: 4142.281738
	Iteration 5F: 3 clusters Score -483035.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -483160.031250 Penalty: 4142.281738
	Iteration 6Q: 3 clusters Score -483160 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -483241.593750 Penalty: 4142.281738
	Iteration 7Q: 3 clusters Score -483241.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -483296.093750 Penalty: 4142.281738
	Iteration 8Q: 3 clusters Score -483296.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -483343.281250 Penalty: 4142.281738
	Iteration 9Q: 3 clusters Score -483343.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -483378.656250 Penalty: 4142.281738
	Iteration 10Q: 3 clusters Score -483378.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -483405.187500 Penalty: 4142.281738
	Iteration 11Q: 3 clusters Score -483405.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -483425.000000 Penalty: 4142.281738
	Iteration 12Q: 3 clusters Score -483425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -483441.312500 Penalty: 4142.281738
	Iteration 13Q: 3 clusters Score -483441.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -483454.125000 Penalty: 4142.281738
	Iteration 14Q: 3 clusters Score -483454.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -483463.937500 Penalty: 4142.281738
	Iteration 15Q: 3 clusters Score -483463.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -483472.187500 Penalty: 4142.281738
	Iteration 16Q: 3 clusters Score -483472.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -483479.937500 Penalty: 4142.281738
	Iteration 17Q: 3 clusters Score -483479.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -483488.968750 Penalty: 4142.281738
	Iteration 18Q: 3 clusters Score -483489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -483493.406250 Penalty: 4142.281738
	Iteration 19Q: 3 clusters Score -483493.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -483497.500000 Penalty: 4142.281738
	Iteration 20F: 3 clusters Score -483497.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -483504.750000 Penalty: 4142.281738
	Iteration 21Q: 3 clusters Score -483504.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -483512.031250 Penalty: 4142.281738
	Iteration 22Q: 3 clusters Score -483512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -483516.468750 Penalty: 4142.281738
	Iteration 23Q: 3 clusters Score -483516.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -483525.187500 Penalty: 4142.281738
	Iteration 24Q: 3 clusters Score -483525.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -483531.968750 Penalty: 4142.281738
	Iteration 25Q: 3 clusters Score -483532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -483535.062500 Penalty: 4142.281738
	Iteration 26Q: 3 clusters Score -483535.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -483537.812500 Penalty: 4142.281738
	Iteration 27Q: 3 clusters Score -483537.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -483538.187500 Penalty: 4142.281738
	Iteration 28Q: 3 clusters Score -483538.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -483538.531250 Penalty: 4142.281738
	Iteration 29Q: 3 clusters Score -483538.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -483538.531250 Penalty: 4142.281738
	Iteration 30F: 3 clusters Score -483538.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51267 members 
Entering Unmasked Estep 
Score: -5991583.000000 Penalty: 2689.511230
	Iteration 0F: 2 clusters Score -5991583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -5956973.000000 Penalty: 5379.022461
	Iteration 0F: 3 clusters Score -5956973 nChanged 23716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -5970124.000000 Penalty: 5379.022461
	Iteration 1F: 3 clusters Score -5970124 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -5970668.000000 Penalty: 5379.022461
	Iteration 2Q: 3 clusters Score -5970668 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -5971333.500000 Penalty: 5379.022461
	Iteration 3Q: 3 clusters Score -5971334 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -5972281.000000 Penalty: 5379.022461
	Iteration 4Q: 3 clusters Score -5972281 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -5973727.000000 Penalty: 5379.022461
	Iteration 5F: 3 clusters Score -5973727 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -5975973.000000 Penalty: 5379.022461
	Iteration 6F: 3 clusters Score -5975973 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -5979419.500000 Penalty: 5379.022461
	Iteration 7F: 3 clusters Score -5979420 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -5983521.000000 Penalty: 5379.022461
	Iteration 8F: 3 clusters Score -5983521 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48401 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -5986694.000000 Penalty: 5379.022461
	Iteration 9F: 3 clusters Score -5986694 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5988382.000000 Penalty: 5379.022461
	Iteration 10Q: 3 clusters Score -5988382 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5989027.000000 Penalty: 5379.022461
	Iteration 11Q: 3 clusters Score -5989027 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5989282.500000 Penalty: 5379.022461
	Iteration 12Q: 3 clusters Score -5989282 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50940 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5989362.500000 Penalty: 5379.022461
	Iteration 13Q: 3 clusters Score -5989362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5989385.500000 Penalty: 5379.022461
	Iteration 14Q: 3 clusters Score -5989386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50982 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5989409.000000 Penalty: 5379.022461
	Iteration 15Q: 3 clusters Score -5989409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5989423.500000 Penalty: 5379.022461
	Iteration 16Q: 3 clusters Score -5989424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50997 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5989423.500000 Penalty: 5379.022461
	Iteration 17Q: 3 clusters Score -5989424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5989431.000000 Penalty: 5379.022461
	Iteration 18Q: 3 clusters Score -5989431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5989440.000000 Penalty: 5379.022461
	Iteration 19Q: 3 clusters Score -5989440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5989442.500000 Penalty: 5379.022461
	Iteration 20F: 3 clusters Score -5989442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5989442.000000 Penalty: 5379.022461
	Iteration 21Q: 3 clusters Score -5989442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5989442.000000 Penalty: 5379.022461
	Iteration 22F: 3 clusters Score -5989442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Entering Unmasked Estep 
Score: -1731620.875000 Penalty: 2374.923096
	Iteration 0F: 2 clusters Score -1731621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1721161.875000 Penalty: 4749.846191
	Iteration 0F: 3 clusters Score -1721162 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1724262.375000 Penalty: 4749.846191
	Iteration 1F: 3 clusters Score -1724262 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1724612.000000 Penalty: 4749.846191
	Iteration 2F: 3 clusters Score -1724612 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1724896.250000 Penalty: 4749.846191
	Iteration 3Q: 3 clusters Score -1724896 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1725117.000000 Penalty: 4749.846191
	Iteration 4Q: 3 clusters Score -1725117 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1725303.625000 Penalty: 4749.846191
	Iteration 5Q: 3 clusters Score -1725304 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1725445.125000 Penalty: 4749.846191
	Iteration 6Q: 3 clusters Score -1725445 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1725599.125000 Penalty: 4749.846191
	Iteration 7Q: 3 clusters Score -1725599 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1725784.875000 Penalty: 4749.846191
	Iteration 8Q: 3 clusters Score -1725785 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1726015.000000 Penalty: 4749.846191
	Iteration 9Q: 3 clusters Score -1726015 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1726306.375000 Penalty: 4749.846191
	Iteration 10Q: 3 clusters Score -1726306 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1726601.875000 Penalty: 4749.846191
	Iteration 11Q: 3 clusters Score -1726602 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1726866.375000 Penalty: 4749.846191
	Iteration 12Q: 3 clusters Score -1726866 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1727133.625000 Penalty: 4749.846191
	Iteration 13Q: 3 clusters Score -1727134 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1727389.875000 Penalty: 4749.846191
	Iteration 14Q: 3 clusters Score -1727390 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1727632.500000 Penalty: 4749.846191
	Iteration 15Q: 3 clusters Score -1727632 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1727848.000000 Penalty: 4749.846191
	Iteration 16Q: 3 clusters Score -1727848 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1728042.750000 Penalty: 4749.846191
	Iteration 17Q: 3 clusters Score -1728043 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1728235.750000 Penalty: 4749.846191
	Iteration 18Q: 3 clusters Score -1728236 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1728401.375000 Penalty: 4749.846191
	Iteration 19Q: 3 clusters Score -1728401 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1728627.375000 Penalty: 4749.846191
	Iteration 20F: 3 clusters Score -1728627 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1728855.500000 Penalty: 4749.846191
	Iteration 21Q: 3 clusters Score -1728856 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1729086.750000 Penalty: 4749.846191
	Iteration 22Q: 3 clusters Score -1729087 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1729267.375000 Penalty: 4749.846191
	Iteration 23Q: 3 clusters Score -1729267 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1729392.000000 Penalty: 4749.846191
	Iteration 24Q: 3 clusters Score -1729392 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1729488.375000 Penalty: 4749.846191
	Iteration 25Q: 3 clusters Score -1729488 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1729573.625000 Penalty: 4749.846191
	Iteration 26Q: 3 clusters Score -1729574 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1729628.250000 Penalty: 4749.846191
	Iteration 27Q: 3 clusters Score -1729628 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1729691.125000 Penalty: 4749.846191
	Iteration 28Q: 3 clusters Score -1729691 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1729740.750000 Penalty: 4749.846191
	Iteration 29Q: 3 clusters Score -1729741 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1729783.000000 Penalty: 4749.846191
	Iteration 30Q: 3 clusters Score -1729783 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1729826.375000 Penalty: 4749.846191
	Iteration 31Q: 3 clusters Score -1729826 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1729858.500000 Penalty: 4749.846191
	Iteration 32Q: 3 clusters Score -1729858 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1729908.250000 Penalty: 4749.846191
	Iteration 33Q: 3 clusters Score -1729908 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1729958.625000 Penalty: 4749.846191
	Iteration 34Q: 3 clusters Score -1729959 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1729999.375000 Penalty: 4749.846191
	Iteration 35Q: 3 clusters Score -1729999 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1730033.625000 Penalty: 4749.846191
	Iteration 36Q: 3 clusters Score -1730034 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1730071.625000 Penalty: 4749.846191
	Iteration 37Q: 3 clusters Score -1730072 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1730108.375000 Penalty: 4749.846191
	Iteration 38Q: 3 clusters Score -1730108 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1730127.250000 Penalty: 4749.846191
	Iteration 39Q: 3 clusters Score -1730127 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1730146.125000 Penalty: 4749.846191
	Iteration 40F: 3 clusters Score -1730146 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1730166.375000 Penalty: 4749.846191
	Iteration 41Q: 3 clusters Score -1730166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1730188.375000 Penalty: 4749.846191
	Iteration 42Q: 3 clusters Score -1730188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1730200.375000 Penalty: 4749.846191
	Iteration 43Q: 3 clusters Score -1730200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1730207.500000 Penalty: 4749.846191
	Iteration 44Q: 3 clusters Score -1730208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1730211.500000 Penalty: 4749.846191
	Iteration 45Q: 3 clusters Score -1730212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1730218.750000 Penalty: 4749.846191
	Iteration 46Q: 3 clusters Score -1730219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1730225.250000 Penalty: 4749.846191
	Iteration 47Q: 3 clusters Score -1730225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1730230.250000 Penalty: 4749.846191
	Iteration 48Q: 3 clusters Score -1730230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1730232.250000 Penalty: 4749.846191
	Iteration 49Q: 3 clusters Score -1730232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1730237.500000 Penalty: 4749.846191
	Iteration 50Q: 3 clusters Score -1730238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1730237.375000 Penalty: 4749.846191
	Iteration 51Q: 3 clusters Score -1730237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1730237.625000 Penalty: 4749.846191
	Iteration 52Q: 3 clusters Score -1730238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1730241.375000 Penalty: 4749.846191
	Iteration 53Q: 3 clusters Score -1730241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1730238.750000 Penalty: 4749.846191
	Iteration 54Q: 3 clusters Score -1730239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1730238.500000 Penalty: 4749.846191
	Iteration 55Q: 3 clusters Score -1730238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1730240.250000 Penalty: 4749.846191
	Iteration 56Q: 3 clusters Score -1730240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1730241.375000 Penalty: 4749.846191
	Iteration 57Q: 3 clusters Score -1730241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1730241.875000 Penalty: 4749.846191
	Iteration 58Q: 3 clusters Score -1730242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1730241.875000 Penalty: 4749.846191
	Iteration 59F: 3 clusters Score -1730242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (172260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172260 members 
Entering Unmasked Estep 
Score: -20490756.000000 Penalty: 2990.076416
	Iteration 0F: 2 clusters Score -2.049076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 86327 members 
Entering Unmasked Estep 
Score: -20379422.000000 Penalty: 5980.152832
	Iteration 0F: 3 clusters Score -2.037942e+07 nChanged 82383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82654 members 
Mstep: Class 2 contains 89606 members 
Entering Unmasked Estep 
Score: -20427656.000000 Penalty: 5980.152832
	Iteration 1F: 3 clusters Score -2.042766e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80685 members 
Mstep: Class 2 contains 91575 members 
Entering Unmasked Estep 
Score: -20428994.000000 Penalty: 5980.152832
	Iteration 2Q: 3 clusters Score -2.042899e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77903 members 
Mstep: Class 2 contains 94357 members 
Entering Unmasked Estep 
Score: -20430758.000000 Penalty: 5980.152832
	Iteration 3Q: 3 clusters Score -2.043076e+07 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73902 members 
Mstep: Class 2 contains 98358 members 
Entering Unmasked Estep 
Score: -20433522.000000 Penalty: 5980.152832
	Iteration 4Q: 3 clusters Score -2.043352e+07 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68286 members 
Mstep: Class 2 contains 103974 members 
Entering Unmasked Estep 
Score: -20437366.000000 Penalty: 5980.152832
	Iteration 5Q: 3 clusters Score -2.043737e+07 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60750 members 
Mstep: Class 2 contains 111510 members 
Entering Unmasked Estep 
Score: -20443032.000000 Penalty: 5980.152832
	Iteration 6F: 3 clusters Score -2.044303e+07 nChanged 10615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51679 members 
Mstep: Class 2 contains 120581 members 
Entering Unmasked Estep 
Score: -20450764.000000 Penalty: 5980.152832
	Iteration 7F: 3 clusters Score -2.045076e+07 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 130008 members 
Entering Unmasked Estep 
Score: -20459592.000000 Penalty: 5980.152832
	Iteration 8F: 3 clusters Score -2.045959e+07 nChanged 9577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 138193 members 
Entering Unmasked Estep 
Score: -20467632.000000 Penalty: 5980.152832
	Iteration 9F: 3 clusters Score -2.046763e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 144502 members 
Entering Unmasked Estep 
Score: -20473624.000000 Penalty: 5980.152832
	Iteration 10Q: 3 clusters Score -2.047362e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 149100 members 
Entering Unmasked Estep 
Score: -20477320.000000 Penalty: 5980.152832
	Iteration 11Q: 3 clusters Score -2.047732e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 152645 members 
Entering Unmasked Estep 
Score: -20479600.000000 Penalty: 5980.152832
	Iteration 12Q: 3 clusters Score -2.04796e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 155518 members 
Entering Unmasked Estep 
Score: -20481360.000000 Penalty: 5980.152832
	Iteration 13Q: 3 clusters Score -2.048136e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 157855 members 
Entering Unmasked Estep 
Score: -20482498.000000 Penalty: 5980.152832
	Iteration 14Q: 3 clusters Score -2.04825e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 159904 members 
Entering Unmasked Estep 
Score: -20483362.000000 Penalty: 5980.152832
	Iteration 15Q: 3 clusters Score -2.048336e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 161678 members 
Entering Unmasked Estep 
Score: -20484122.000000 Penalty: 5980.152832
	Iteration 16Q: 3 clusters Score -2.048412e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 163264 members 
Entering Unmasked Estep 
Score: -20484896.000000 Penalty: 5980.152832
	Iteration 17Q: 3 clusters Score -2.04849e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 164573 members 
Entering Unmasked Estep 
Score: -20485504.000000 Penalty: 5980.152832
	Iteration 18Q: 3 clusters Score -2.04855e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 165629 members 
Entering Unmasked Estep 
Score: -20486020.000000 Penalty: 5980.152832
	Iteration 19Q: 3 clusters Score -2.048602e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 166512 members 
Entering Unmasked Estep 
Score: -20486418.000000 Penalty: 5980.152832
	Iteration 20F: 3 clusters Score -2.048642e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 167249 members 
Entering Unmasked Estep 
Score: -20486742.000000 Penalty: 5980.152832
	Iteration 21Q: 3 clusters Score -2.048674e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 167898 members 
Entering Unmasked Estep 
Score: -20487024.000000 Penalty: 5980.152832
	Iteration 22Q: 3 clusters Score -2.048702e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 168430 members 
Entering Unmasked Estep 
Score: -20487252.000000 Penalty: 5980.152832
	Iteration 23Q: 3 clusters Score -2.048725e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 168874 members 
Entering Unmasked Estep 
Score: -20487370.000000 Penalty: 5980.152832
	Iteration 24Q: 3 clusters Score -2.048737e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 169238 members 
Entering Unmasked Estep 
Score: -20487564.000000 Penalty: 5980.152832
	Iteration 25Q: 3 clusters Score -2.048756e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 169552 members 
Entering Unmasked Estep 
Score: -20487702.000000 Penalty: 5980.152832
	Iteration 26Q: 3 clusters Score -2.04877e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 169793 members 
Entering Unmasked Estep 
Score: -20487784.000000 Penalty: 5980.152832
	Iteration 27Q: 3 clusters Score -2.048778e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 169996 members 
Entering Unmasked Estep 
Score: -20487828.000000 Penalty: 5980.152832
	Iteration 28Q: 3 clusters Score -2.048783e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 170162 members 
Entering Unmasked Estep 
Score: -20487964.000000 Penalty: 5980.152832
	Iteration 29Q: 3 clusters Score -2.048796e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 170290 members 
Entering Unmasked Estep 
Score: -20487972.000000 Penalty: 5980.152832
	Iteration 30Q: 3 clusters Score -2.048797e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 170378 members 
Entering Unmasked Estep 
Score: -20488054.000000 Penalty: 5980.152832
	Iteration 31Q: 3 clusters Score -2.048805e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 170465 members 
Entering Unmasked Estep 
Score: -20488070.000000 Penalty: 5980.152832
	Iteration 32Q: 3 clusters Score -2.048807e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 170543 members 
Entering Unmasked Estep 
Score: -20488106.000000 Penalty: 5980.152832
	Iteration 33Q: 3 clusters Score -2.048811e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 170609 members 
Entering Unmasked Estep 
Score: -20488126.000000 Penalty: 5980.152832
	Iteration 34Q: 3 clusters Score -2.048813e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 170662 members 
Entering Unmasked Estep 
Score: -20488158.000000 Penalty: 5980.152832
	Iteration 35Q: 3 clusters Score -2.048816e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 170704 members 
Entering Unmasked Estep 
Score: -20488204.000000 Penalty: 5980.152832
	Iteration 36Q: 3 clusters Score -2.04882e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 170734 members 
Entering Unmasked Estep 
Score: -20488214.000000 Penalty: 5980.152832
	Iteration 37Q: 3 clusters Score -2.048821e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 170760 members 
Entering Unmasked Estep 
Score: -20488246.000000 Penalty: 5980.152832
	Iteration 38Q: 3 clusters Score -2.048825e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 170780 members 
Entering Unmasked Estep 
Score: -20488248.000000 Penalty: 5980.152832
	Iteration 39Q: 3 clusters Score -2.048825e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 170797 members 
Entering Unmasked Estep 
Score: -20488240.000000 Penalty: 5980.152832
	Iteration 40F: 3 clusters Score -2.048824e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 170815 members 
Entering Unmasked Estep 
Score: -20488262.000000 Penalty: 5980.152832
	Iteration 41Q: 3 clusters Score -2.048826e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 170828 members 
Entering Unmasked Estep 
Score: -20488258.000000 Penalty: 5980.152832
	Iteration 42Q: 3 clusters Score -2.048826e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 170839 members 
Entering Unmasked Estep 
Score: -20488258.000000 Penalty: 5980.152832
	Iteration 43Q: 3 clusters Score -2.048826e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 170856 members 
Entering Unmasked Estep 
Score: -20488284.000000 Penalty: 5980.152832
	Iteration 44Q: 3 clusters Score -2.048828e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 170872 members 
Entering Unmasked Estep 
Score: -20488278.000000 Penalty: 5980.152832
	Iteration 45Q: 3 clusters Score -2.048828e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 170884 members 
Entering Unmasked Estep 
Score: -20488282.000000 Penalty: 5980.152832
	Iteration 46Q: 3 clusters Score -2.048828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 170897 members 
Entering Unmasked Estep 
Score: -20488260.000000 Penalty: 5980.152832
	Iteration 47Q: 3 clusters Score -2.048826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 170902 members 
Entering Unmasked Estep 
Score: -20488294.000000 Penalty: 5980.152832
	Iteration 48Q: 3 clusters Score -2.048829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 170909 members 
Entering Unmasked Estep 
Score: -20488272.000000 Penalty: 5980.152832
	Iteration 49Q: 3 clusters Score -2.048827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 170919 members 
Entering Unmasked Estep 
Score: -20488282.000000 Penalty: 5980.152832
	Iteration 50Q: 3 clusters Score -2.048828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 170925 members 
Entering Unmasked Estep 
Score: -20488304.000000 Penalty: 5980.152832
	Iteration 51Q: 3 clusters Score -2.04883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 170930 members 
Entering Unmasked Estep 
Score: -20488296.000000 Penalty: 5980.152832
	Iteration 52Q: 3 clusters Score -2.04883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 170933 members 
Entering Unmasked Estep 
Score: -20488300.000000 Penalty: 5980.152832
	Iteration 53Q: 3 clusters Score -2.04883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 170934 members 
Entering Unmasked Estep 
Score: -20488298.000000 Penalty: 5980.152832
	Iteration 54Q: 3 clusters Score -2.04883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 170936 members 
Entering Unmasked Estep 
Score: -20488304.000000 Penalty: 5980.152832
	Iteration 55Q: 3 clusters Score -2.04883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 170939 members 
Entering Unmasked Estep 
Score: -20488292.000000 Penalty: 5980.152832
	Iteration 56Q: 3 clusters Score -2.048829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 170939 members 
Entering Unmasked Estep 
Score: -20488292.000000 Penalty: 5980.152832
	Iteration 57F: 3 clusters Score -2.048829e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Entering Unmasked Estep 
Score: -4248331.000000 Penalty: 2597.050537
	Iteration 0F: 2 clusters Score -4248331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -4224293.000000 Penalty: 5194.101074
	Iteration 0F: 3 clusters Score -4224293 nChanged 16103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -4233208.500000 Penalty: 5194.101074
	Iteration 1F: 3 clusters Score -4233208 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -4233955.500000 Penalty: 5194.101074
	Iteration 2Q: 3 clusters Score -4233956 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -4234856.000000 Penalty: 5194.101074
	Iteration 3Q: 3 clusters Score -4234856 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -4235811.000000 Penalty: 5194.101074
	Iteration 4Q: 3 clusters Score -4235811 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -4236788.500000 Penalty: 5194.101074
	Iteration 5Q: 3 clusters Score -4236788 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -4237802.000000 Penalty: 5194.101074
	Iteration 6Q: 3 clusters Score -4237802 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -4238796.500000 Penalty: 5194.101074
	Iteration 7F: 3 clusters Score -4238796 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -4239793.500000 Penalty: 5194.101074
	Iteration 8F: 3 clusters Score -4239794 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -4240751.000000 Penalty: 5194.101074
	Iteration 9Q: 3 clusters Score -4240751 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -4241672.000000 Penalty: 5194.101074
	Iteration 10Q: 3 clusters Score -4241672 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -4242480.500000 Penalty: 5194.101074
	Iteration 11Q: 3 clusters Score -4242480 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -4243157.000000 Penalty: 5194.101074
	Iteration 12Q: 3 clusters Score -4243157 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -4243647.500000 Penalty: 5194.101074
	Iteration 13Q: 3 clusters Score -4243648 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -4243949.500000 Penalty: 5194.101074
	Iteration 14Q: 3 clusters Score -4243950 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -4244114.500000 Penalty: 5194.101074
	Iteration 15Q: 3 clusters Score -4244114 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -4244215.000000 Penalty: 5194.101074
	Iteration 16Q: 3 clusters Score -4244215 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -4244250.000000 Penalty: 5194.101074
	Iteration 17Q: 3 clusters Score -4244250 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -4244298.500000 Penalty: 5194.101074
	Iteration 18Q: 3 clusters Score -4244298 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -4244342.000000 Penalty: 5194.101074
	Iteration 19Q: 3 clusters Score -4244342 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -4244385.000000 Penalty: 5194.101074
	Iteration 20F: 3 clusters Score -4244385 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -4244420.500000 Penalty: 5194.101074
	Iteration 21Q: 3 clusters Score -4244420 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -4244442.000000 Penalty: 5194.101074
	Iteration 22Q: 3 clusters Score -4244442 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -4244461.000000 Penalty: 5194.101074
	Iteration 23Q: 3 clusters Score -4244461 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -4244496.000000 Penalty: 5194.101074
	Iteration 24Q: 3 clusters Score -4244496 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -4244518.000000 Penalty: 5194.101074
	Iteration 25Q: 3 clusters Score -4244518 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -4244524.000000 Penalty: 5194.101074
	Iteration 26Q: 3 clusters Score -4244524 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -4244552.000000 Penalty: 5194.101074
	Iteration 27Q: 3 clusters Score -4244552 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -4244581.500000 Penalty: 5194.101074
	Iteration 28Q: 3 clusters Score -4244582 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -4244610.000000 Penalty: 5194.101074
	Iteration 29Q: 3 clusters Score -4244610 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -4244640.500000 Penalty: 5194.101074
	Iteration 30Q: 3 clusters Score -4244640 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -4244686.000000 Penalty: 5194.101074
	Iteration 31Q: 3 clusters Score -4244686 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -4244732.500000 Penalty: 5194.101074
	Iteration 32Q: 3 clusters Score -4244732 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -4244779.000000 Penalty: 5194.101074
	Iteration 33Q: 3 clusters Score -4244779 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -4244824.000000 Penalty: 5194.101074
	Iteration 34Q: 3 clusters Score -4244824 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -4244881.500000 Penalty: 5194.101074
	Iteration 35Q: 3 clusters Score -4244882 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -4244914.000000 Penalty: 5194.101074
	Iteration 36Q: 3 clusters Score -4244914 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -4244965.500000 Penalty: 5194.101074
	Iteration 37Q: 3 clusters Score -4244966 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -4245023.500000 Penalty: 5194.101074
	Iteration 38Q: 3 clusters Score -4245024 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -4245056.500000 Penalty: 5194.101074
	Iteration 39Q: 3 clusters Score -4245056 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -4245142.000000 Penalty: 5194.101074
	Iteration 40F: 3 clusters Score -4245142 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -4245207.000000 Penalty: 5194.101074
	Iteration 41Q: 3 clusters Score -4245207 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -4245283.000000 Penalty: 5194.101074
	Iteration 42Q: 3 clusters Score -4245283 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -4245339.000000 Penalty: 5194.101074
	Iteration 43Q: 3 clusters Score -4245339 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -4245414.000000 Penalty: 5194.101074
	Iteration 44Q: 3 clusters Score -4245414 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -4245468.500000 Penalty: 5194.101074
	Iteration 45Q: 3 clusters Score -4245468 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -4245558.500000 Penalty: 5194.101074
	Iteration 46Q: 3 clusters Score -4245558 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -4245622.000000 Penalty: 5194.101074
	Iteration 47Q: 3 clusters Score -4245622 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -4245684.500000 Penalty: 5194.101074
	Iteration 48Q: 3 clusters Score -4245684 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -4245741.500000 Penalty: 5194.101074
	Iteration 49Q: 3 clusters Score -4245742 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -4245801.000000 Penalty: 5194.101074
	Iteration 50Q: 3 clusters Score -4245801 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -4245844.000000 Penalty: 5194.101074
	Iteration 51Q: 3 clusters Score -4245844 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -4245930.500000 Penalty: 5194.101074
	Iteration 52Q: 3 clusters Score -4245930 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -4246001.000000 Penalty: 5194.101074
	Iteration 53Q: 3 clusters Score -4246001 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -4246092.000000 Penalty: 5194.101074
	Iteration 54Q: 3 clusters Score -4246092 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -4246187.000000 Penalty: 5194.101074
	Iteration 55Q: 3 clusters Score -4246187 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -4246258.000000 Penalty: 5194.101074
	Iteration 56Q: 3 clusters Score -4246258 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -4246342.000000 Penalty: 5194.101074
	Iteration 57Q: 3 clusters Score -4246342 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -4246414.500000 Penalty: 5194.101074
	Iteration 58Q: 3 clusters Score -4246414 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -4246484.000000 Penalty: 5194.101074
	Iteration 59Q: 3 clusters Score -4246484 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -4246530.500000 Penalty: 5194.101074
	Iteration 60F: 3 clusters Score -4246530 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -4246574.000000 Penalty: 5194.101074
	Iteration 61Q: 3 clusters Score -4246574 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -4246619.500000 Penalty: 5194.101074
	Iteration 62Q: 3 clusters Score -4246620 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -4246671.000000 Penalty: 5194.101074
	Iteration 63Q: 3 clusters Score -4246671 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -4246708.500000 Penalty: 5194.101074
	Iteration 64Q: 3 clusters Score -4246708 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -4246739.000000 Penalty: 5194.101074
	Iteration 65Q: 3 clusters Score -4246739 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -4246771.500000 Penalty: 5194.101074
	Iteration 66Q: 3 clusters Score -4246772 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -4246798.500000 Penalty: 5194.101074
	Iteration 67Q: 3 clusters Score -4246798 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -4246824.000000 Penalty: 5194.101074
	Iteration 68Q: 3 clusters Score -4246824 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -4246843.500000 Penalty: 5194.101074
	Iteration 69Q: 3 clusters Score -4246844 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -4246849.000000 Penalty: 5194.101074
	Iteration 70Q: 3 clusters Score -4246849 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -4246862.500000 Penalty: 5194.101074
	Iteration 71Q: 3 clusters Score -4246862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -4246868.500000 Penalty: 5194.101074
	Iteration 72Q: 3 clusters Score -4246868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -4246882.000000 Penalty: 5194.101074
	Iteration 73Q: 3 clusters Score -4246882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -4246886.500000 Penalty: 5194.101074
	Iteration 74Q: 3 clusters Score -4246886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -4246894.000000 Penalty: 5194.101074
	Iteration 75Q: 3 clusters Score -4246894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -4246895.000000 Penalty: 5194.101074
	Iteration 76Q: 3 clusters Score -4246895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -4246895.000000 Penalty: 5194.101074
	Iteration 77Q: 3 clusters Score -4246895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -4246907.000000 Penalty: 5194.101074
	Iteration 78Q: 3 clusters Score -4246907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -4246905.000000 Penalty: 5194.101074
	Iteration 79Q: 3 clusters Score -4246905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -4246911.500000 Penalty: 5194.101074
	Iteration 80F: 3 clusters Score -4246912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -4246910.000000 Penalty: 5194.101074
	Iteration 81Q: 3 clusters Score -4246910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -4246915.000000 Penalty: 5194.101074
	Iteration 82Q: 3 clusters Score -4246915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -4246907.500000 Penalty: 5194.101074
	Iteration 83Q: 3 clusters Score -4246908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -4246908.500000 Penalty: 5194.101074
	Iteration 84Q: 3 clusters Score -4246908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -4246909.500000 Penalty: 5194.101074
	Iteration 85Q: 3 clusters Score -4246910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -4246906.000000 Penalty: 5194.101074
	Iteration 86Q: 3 clusters Score -4246906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -4246907.500000 Penalty: 5194.101074
	Iteration 87Q: 3 clusters Score -4246908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -4246908.500000 Penalty: 5194.101074
	Iteration 88Q: 3 clusters Score -4246908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -4246907.500000 Penalty: 5194.101074
	Iteration 89Q: 3 clusters Score -4246908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -4246910.500000 Penalty: 5194.101074
	Iteration 90Q: 3 clusters Score -4246910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -4246910.500000 Penalty: 5194.101074
	Iteration 91F: 3 clusters Score -4246910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 218287 members 
Mstep: Class 3 contains 51898 members 
Mstep: Class 4 contains 22366 members 
Mstep: Class 5 contains 5234 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 36715 members 
Mstep: Class 8 contains 9475 members 
Mstep: Class 9 contains 4752 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 14 contains 44540 members 
Mstep: Class 15 contains 6228 members 
Mstep: Class 16 contains 4236 members 
Mstep: Class 17 contains 51267 members 
Mstep: Class 18 contains 14419 members 
Mstep: Class 19 contains 172260 members 
Mstep: Class 20 contains 35312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80036168.000000 Penalty: 59972.335938
Iteration 159Q: 19 clusters Score -8.003617e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 218276 members 
Mstep: Class 3 contains 51798 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 5237 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 36713 members 
Mstep: Class 8 contains 9531 members 
Mstep: Class 9 contains 4755 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 14 contains 44541 members 
Mstep: Class 15 contains 6230 members 
Mstep: Class 16 contains 4240 members 
Mstep: Class 17 contains 51286 members 
Mstep: Class 18 contains 14420 members 
Mstep: Class 19 contains 172291 members 
Mstep: Class 20 contains 35311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80036136.000000 Penalty: 59972.335938
Iteration 160F: 19 clusters Score -8.003614e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 218311 members 
Mstep: Class 3 contains 51697 members 
Mstep: Class 4 contains 22356 members 
Mstep: Class 5 contains 5241 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 36709 members 
Mstep: Class 8 contains 9592 members 
Mstep: Class 9 contains 4758 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 14 contains 44541 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 4244 members 
Mstep: Class 17 contains 51303 members 
Mstep: Class 18 contains 14421 members 
Mstep: Class 19 contains 172274 members 
Mstep: Class 20 contains 35310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80036024.000000 Penalty: 59972.335938
Iteration 161Q: 19 clusters Score -8.003602e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 218319 members 
Mstep: Class 3 contains 51628 members 
Mstep: Class 4 contains 22352 members 
Mstep: Class 5 contains 5245 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 36710 members 
Mstep: Class 8 contains 9629 members 
Mstep: Class 9 contains 4763 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 14 contains 44540 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 4247 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 14422 members 
Mstep: Class 19 contains 172274 members 
Mstep: Class 20 contains 35308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80036008.000000 Penalty: 59972.335938
Iteration 162Q: 19 clusters Score -8.003601e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 218332 members 
Mstep: Class 3 contains 51554 members 
Mstep: Class 4 contains 22346 members 
Mstep: Class 5 contains 5249 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 36712 members 
Mstep: Class 8 contains 9666 members 
Mstep: Class 9 contains 4762 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 14 contains 44542 members 
Mstep: Class 15 contains 6235 members 
Mstep: Class 16 contains 4251 members 
Mstep: Class 17 contains 51332 members 
Mstep: Class 18 contains 14424 members 
Mstep: Class 19 contains 172276 members 
Mstep: Class 20 contains 35306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80035984.000000 Penalty: 59972.335938
Iteration 163Q: 19 clusters Score -8.003598e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 218332 members 
Mstep: Class 3 contains 51483 members 
Mstep: Class 4 contains 22341 members 
Mstep: Class 5 contains 5252 members 
Mstep: Class 6 contains 2035 members 
Mstep: Class 7 contains 36706 members 
Mstep: Class 8 contains 9686 members 
Mstep: Class 9 contains 4763 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 14 contains 44552 members 
Mstep: Class 15 contains 6236 members 
Mstep: Class 16 contains 4255 members 
Mstep: Class 17 contains 51341 members 
Mstep: Class 18 contains 14427 members 
Mstep: Class 19 contains 172307 members 
Mstep: Class 20 contains 35304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80035960.000000 Penalty: 59972.335938
Iteration 164Q: 19 clusters Score -8.003596e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 218321 members 
Mstep: Class 3 contains 51409 members 
Mstep: Class 4 contains 22337 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 36700 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 4766 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 14 contains 44559 members 
Mstep: Class 15 contains 6233 members 
Mstep: Class 16 contains 4259 members 
Mstep: Class 17 contains 51358 members 
Mstep: Class 18 contains 14430 members 
Mstep: Class 19 contains 172332 members 
Mstep: Class 20 contains 35303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80035984.000000 Penalty: 59972.335938
Iteration 165Q: 19 clusters Score -8.003598e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 218324 members 
Mstep: Class 3 contains 51324 members 
Mstep: Class 4 contains 22335 members 
Mstep: Class 5 contains 5267 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 36695 members 
Mstep: Class 8 contains 9769 members 
Mstep: Class 9 contains 4766 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 14 contains 44562 members 
Mstep: Class 15 contains 6234 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 51377 members 
Mstep: Class 18 contains 14434 members 
Mstep: Class 19 contains 172338 members 
Mstep: Class 20 contains 35299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80035992.000000 Penalty: 59972.335938
Iteration 166Q: 19 clusters Score -8.003599e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 218317 members 
Mstep: Class 3 contains 51246 members 
Mstep: Class 4 contains 22335 members 
Mstep: Class 5 contains 5293 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 36692 members 
Mstep: Class 8 contains 9807 members 
Mstep: Class 9 contains 4768 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 14 contains 44557 members 
Mstep: Class 15 contains 6236 members 
Mstep: Class 16 contains 4266 members 
Mstep: Class 17 contains 51394 members 
Mstep: Class 18 contains 14433 members 
Mstep: Class 19 contains 172349 members 
Mstep: Class 20 contains 35293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80035992.000000 Penalty: 59972.335938
Iteration 167Q: 19 clusters Score -8.003599e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 218318 members 
Mstep: Class 3 contains 51174 members 
Mstep: Class 4 contains 22333 members 
Mstep: Class 5 contains 5329 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 36687 members 
Mstep: Class 8 contains 9844 members 
Mstep: Class 9 contains 4768 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 14 contains 44556 members 
Mstep: Class 15 contains 6235 members 
Mstep: Class 16 contains 4275 members 
Mstep: Class 17 contains 51406 members 
Mstep: Class 18 contains 14433 members 
Mstep: Class 19 contains 172338 members 
Mstep: Class 20 contains 35288 members 
Entering Unmasked Estep 
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Iteration 168Q: 19 clusters Score -8.003613e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 218303 members 
Mstep: Class 3 contains 51097 members 
Mstep: Class 4 contains 22324 members 
Mstep: Class 5 contains 5369 members 
Mstep: Class 6 contains 2037 members 
Mstep: Class 7 contains 36679 members 
Mstep: Class 8 contains 9890 members 
Mstep: Class 9 contains 4770 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 14 contains 44558 members 
Mstep: Class 15 contains 6234 members 
Mstep: Class 16 contains 4280 members 
Mstep: Class 17 contains 51421 members 
Mstep: Class 18 contains 14438 members 
Mstep: Class 19 contains 172343 members 
Mstep: Class 20 contains 35277 members 
Entering Unmasked Estep 
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Iteration 169Q: 19 clusters Score -8.003621e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 218308 members 
Mstep: Class 3 contains 51027 members 
Mstep: Class 4 contains 22320 members 
Mstep: Class 5 contains 5395 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 36671 members 
Mstep: Class 8 contains 9922 members 
Mstep: Class 9 contains 4771 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 14 contains 44569 members 
Mstep: Class 15 contains 6235 members 
Mstep: Class 16 contains 4285 members 
Mstep: Class 17 contains 51450 members 
Mstep: Class 18 contains 14446 members 
Mstep: Class 19 contains 172321 members 
Mstep: Class 20 contains 35264 members 
Entering Unmasked Estep 
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Iteration 170Q: 19 clusters Score -8.003621e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 218304 members 
Mstep: Class 3 contains 50952 members 
Mstep: Class 4 contains 22315 members 
Mstep: Class 5 contains 5415 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 36663 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 4774 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 14 contains 44570 members 
Mstep: Class 15 contains 6236 members 
Mstep: Class 16 contains 4291 members 
Mstep: Class 17 contains 51483 members 
Mstep: Class 18 contains 14458 members 
Mstep: Class 19 contains 172305 members 
Mstep: Class 20 contains 35261 members 
Entering Unmasked Estep 
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Iteration 171Q: 19 clusters Score -8.003632e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 218296 members 
Mstep: Class 3 contains 50889 members 
Mstep: Class 4 contains 22312 members 
Mstep: Class 5 contains 5440 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 36656 members 
Mstep: Class 8 contains 9972 members 
Mstep: Class 9 contains 4776 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 14 contains 44566 members 
Mstep: Class 15 contains 6236 members 
Mstep: Class 16 contains 4300 members 
Mstep: Class 17 contains 51515 members 
Mstep: Class 18 contains 14473 members 
Mstep: Class 19 contains 172311 members 
Mstep: Class 20 contains 35247 members 
Entering Unmasked Estep 
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Iteration 172Q: 19 clusters Score -8.003628e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 218307 members 
Mstep: Class 3 contains 50813 members 
Mstep: Class 4 contains 22311 members 
Mstep: Class 5 contains 5465 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 36645 members 
Mstep: Class 8 contains 9994 members 
Mstep: Class 9 contains 4777 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 14 contains 44563 members 
Mstep: Class 15 contains 6239 members 
Mstep: Class 16 contains 4311 members 
Mstep: Class 17 contains 51545 members 
Mstep: Class 18 contains 14485 members 
Mstep: Class 19 contains 172299 members 
Mstep: Class 20 contains 35233 members 
Entering Unmasked Estep 
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Iteration 173Q: 19 clusters Score -8.003642e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 218268 members 
Mstep: Class 3 contains 50739 members 
Mstep: Class 4 contains 22306 members 
Mstep: Class 5 contains 5497 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 36639 members 
Mstep: Class 8 contains 10020 members 
Mstep: Class 9 contains 4778 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 14 contains 44537 members 
Mstep: Class 15 contains 6244 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 51574 members 
Mstep: Class 18 contains 14498 members 
Mstep: Class 19 contains 172338 members 
Mstep: Class 20 contains 35227 members 
Entering Unmasked Estep 
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Iteration 174Q: 19 clusters Score -8.003658e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 218231 members 
Mstep: Class 3 contains 50670 members 
Mstep: Class 4 contains 22313 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 2038 members 
Mstep: Class 7 contains 36636 members 
Mstep: Class 8 contains 10064 members 
Mstep: Class 9 contains 4778 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 14 contains 44516 members 
Mstep: Class 15 contains 6248 members 
Mstep: Class 16 contains 4324 members 
Mstep: Class 17 contains 51596 members 
Mstep: Class 18 contains 14516 members 
Mstep: Class 19 contains 172336 members 
Mstep: Class 20 contains 35220 members 
Entering Unmasked Estep 
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Iteration 175Q: 19 clusters Score -8.003669e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 218221 members 
Mstep: Class 3 contains 50621 members 
Mstep: Class 4 contains 22311 members 
Mstep: Class 5 contains 5587 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 36640 members 
Mstep: Class 8 contains 10090 members 
Mstep: Class 9 contains 4780 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 14 contains 44491 members 
Mstep: Class 15 contains 6250 members 
Mstep: Class 16 contains 4330 members 
Mstep: Class 17 contains 51616 members 
Mstep: Class 18 contains 14536 members 
Mstep: Class 19 contains 172296 members 
Mstep: Class 20 contains 35209 members 
Entering Unmasked Estep 
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Iteration 176Q: 19 clusters Score -8.003666e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 218196 members 
Mstep: Class 3 contains 50568 members 
Mstep: Class 4 contains 22315 members 
Mstep: Class 5 contains 5652 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 36644 members 
Mstep: Class 8 contains 10120 members 
Mstep: Class 9 contains 4784 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 14 contains 44466 members 
Mstep: Class 15 contains 6249 members 
Mstep: Class 16 contains 4338 members 
Mstep: Class 17 contains 51631 members 
Mstep: Class 18 contains 14553 members 
Mstep: Class 19 contains 172257 members 
Mstep: Class 20 contains 35203 members 
Entering Unmasked Estep 
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Iteration 177Q: 19 clusters Score -8.003684e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 218182 members 
Mstep: Class 3 contains 50503 members 
Mstep: Class 4 contains 22316 members 
Mstep: Class 5 contains 5727 members 
Mstep: Class 6 contains 2045 members 
Mstep: Class 7 contains 36638 members 
Mstep: Class 8 contains 10148 members 
Mstep: Class 9 contains 4787 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 14 contains 44424 members 
Mstep: Class 15 contains 6252 members 
Mstep: Class 16 contains 4346 members 
Mstep: Class 17 contains 51639 members 
Mstep: Class 18 contains 14563 members 
Mstep: Class 19 contains 172248 members 
Mstep: Class 20 contains 35202 members 
Entering Unmasked Estep 
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Iteration 178Q: 19 clusters Score -8.003683e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 218171 members 
Mstep: Class 3 contains 50447 members 
Mstep: Class 4 contains 22317 members 
Mstep: Class 5 contains 5783 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 36636 members 
Mstep: Class 8 contains 10168 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44398 members 
Mstep: Class 15 contains 6251 members 
Mstep: Class 16 contains 4352 members 
Mstep: Class 17 contains 51655 members 
Mstep: Class 18 contains 14580 members 
Mstep: Class 19 contains 172229 members 
Mstep: Class 20 contains 35199 members 
Entering Unmasked Estep 
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Iteration 179Q: 19 clusters Score -8.003694e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 218126 members 
Mstep: Class 3 contains 50383 members 
Mstep: Class 4 contains 22322 members 
Mstep: Class 5 contains 5809 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 36638 members 
Mstep: Class 8 contains 10202 members 
Mstep: Class 9 contains 4792 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44397 members 
Mstep: Class 15 contains 6249 members 
Mstep: Class 16 contains 4356 members 
Mstep: Class 17 contains 51675 members 
Mstep: Class 18 contains 14601 members 
Mstep: Class 19 contains 172218 members 
Mstep: Class 20 contains 35200 members 
Entering Unmasked Estep 
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Iteration 180F: 19 clusters Score -8.003706e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 218107 members 
Mstep: Class 3 contains 50319 members 
Mstep: Class 4 contains 22322 members 
Mstep: Class 5 contains 5848 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 36646 members 
Mstep: Class 8 contains 10237 members 
Mstep: Class 9 contains 4799 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44390 members 
Mstep: Class 15 contains 6243 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 51687 members 
Mstep: Class 18 contains 14629 members 
Mstep: Class 19 contains 172183 members 
Mstep: Class 20 contains 35194 members 
Entering Unmasked Estep 
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Iteration 181Q: 19 clusters Score -8.003712e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 218088 members 
Mstep: Class 3 contains 50262 members 
Mstep: Class 4 contains 22329 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 36648 members 
Mstep: Class 8 contains 10269 members 
Mstep: Class 9 contains 4801 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44385 members 
Mstep: Class 15 contains 6249 members 
Mstep: Class 16 contains 4365 members 
Mstep: Class 17 contains 51688 members 
Mstep: Class 18 contains 14660 members 
Mstep: Class 19 contains 172135 members 
Mstep: Class 20 contains 35193 members 
Entering Unmasked Estep 
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Iteration 182Q: 19 clusters Score -8.003721e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 218042 members 
Mstep: Class 3 contains 50200 members 
Mstep: Class 4 contains 22334 members 
Mstep: Class 5 contains 5927 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 36653 members 
Mstep: Class 8 contains 10308 members 
Mstep: Class 9 contains 4807 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44370 members 
Mstep: Class 15 contains 6251 members 
Mstep: Class 16 contains 4367 members 
Mstep: Class 17 contains 51691 members 
Mstep: Class 18 contains 14694 members 
Mstep: Class 19 contains 172126 members 
Mstep: Class 20 contains 35195 members 
Entering Unmasked Estep 
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Iteration 183Q: 19 clusters Score -8.003742e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 218025 members 
Mstep: Class 3 contains 50138 members 
Mstep: Class 4 contains 22337 members 
Mstep: Class 5 contains 5945 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 36655 members 
Mstep: Class 8 contains 10340 members 
Mstep: Class 9 contains 4811 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44381 members 
Mstep: Class 15 contains 6257 members 
Mstep: Class 16 contains 4372 members 
Mstep: Class 17 contains 51696 members 
Mstep: Class 18 contains 14722 members 
Mstep: Class 19 contains 172097 members 
Mstep: Class 20 contains 35186 members 
Entering Unmasked Estep 
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Iteration 184Q: 19 clusters Score -8.003746e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 218028 members 
Mstep: Class 3 contains 50079 members 
Mstep: Class 4 contains 22345 members 
Mstep: Class 5 contains 5946 members 
Mstep: Class 6 contains 2058 members 
Mstep: Class 7 contains 36660 members 
Mstep: Class 8 contains 10366 members 
Mstep: Class 9 contains 4812 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44384 members 
Mstep: Class 15 contains 6260 members 
Mstep: Class 16 contains 4383 members 
Mstep: Class 17 contains 51700 members 
Mstep: Class 18 contains 14755 members 
Mstep: Class 19 contains 172059 members 
Mstep: Class 20 contains 35183 members 
Entering Unmasked Estep 
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Iteration 185Q: 19 clusters Score -8.003735e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 218032 members 
Mstep: Class 3 contains 50022 members 
Mstep: Class 4 contains 22356 members 
Mstep: Class 5 contains 5951 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 36659 members 
Mstep: Class 8 contains 10385 members 
Mstep: Class 9 contains 4808 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 14 contains 44367 members 
Mstep: Class 15 contains 6260 members 
Mstep: Class 16 contains 4390 members 
Mstep: Class 17 contains 51706 members 
Mstep: Class 18 contains 14790 members 
Mstep: Class 19 contains 172050 members 
Mstep: Class 20 contains 35187 members 
Entering Unmasked Estep 
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Iteration 186Q: 19 clusters Score -8.003745e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 217999 members 
Mstep: Class 3 contains 49969 members 
Mstep: Class 4 contains 22368 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 36659 members 
Mstep: Class 8 contains 10403 members 
Mstep: Class 9 contains 4805 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 14 contains 44356 members 
Mstep: Class 15 contains 6259 members 
Mstep: Class 16 contains 4397 members 
Mstep: Class 17 contains 51712 members 
Mstep: Class 18 contains 14817 members 
Mstep: Class 19 contains 172067 members 
Mstep: Class 20 contains 35181 members 
Entering Unmasked Estep 
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Iteration 187Q: 19 clusters Score -8.003758e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217969 members 
Mstep: Class 3 contains 49926 members 
Mstep: Class 4 contains 22365 members 
Mstep: Class 5 contains 5984 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 36665 members 
Mstep: Class 8 contains 10422 members 
Mstep: Class 9 contains 4808 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 14 contains 44337 members 
Mstep: Class 15 contains 6260 members 
Mstep: Class 16 contains 4401 members 
Mstep: Class 17 contains 51725 members 
Mstep: Class 18 contains 14839 members 
Mstep: Class 19 contains 172074 members 
Mstep: Class 20 contains 35185 members 
Entering Unmasked Estep 
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Iteration 188Q: 19 clusters Score -8.003764e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217958 members 
Mstep: Class 3 contains 49861 members 
Mstep: Class 4 contains 22367 members 
Mstep: Class 5 contains 6000 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36673 members 
Mstep: Class 8 contains 10444 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 14 contains 44329 members 
Mstep: Class 15 contains 6261 members 
Mstep: Class 16 contains 4403 members 
Mstep: Class 17 contains 51744 members 
Mstep: Class 18 contains 14855 members 
Mstep: Class 19 contains 172067 members 
Mstep: Class 20 contains 35183 members 
Entering Unmasked Estep 
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Iteration 189Q: 19 clusters Score -8.003772e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217951 members 
Mstep: Class 3 contains 49802 members 
Mstep: Class 4 contains 22367 members 
Mstep: Class 5 contains 6008 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 36670 members 
Mstep: Class 8 contains 10468 members 
Mstep: Class 9 contains 4818 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 14 contains 44326 members 
Mstep: Class 15 contains 6261 members 
Mstep: Class 16 contains 4406 members 
Mstep: Class 17 contains 51750 members 
Mstep: Class 18 contains 14881 members 
Mstep: Class 19 contains 172064 members 
Mstep: Class 20 contains 35184 members 
Entering Unmasked Estep 
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Iteration 190Q: 19 clusters Score -8.003766e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217951 members 
Mstep: Class 3 contains 49743 members 
Mstep: Class 4 contains 22367 members 
Mstep: Class 5 contains 5996 members 
Mstep: Class 6 contains 2066 members 
Mstep: Class 7 contains 36680 members 
Mstep: Class 8 contains 10490 members 
Mstep: Class 9 contains 4819 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 14 contains 44321 members 
Mstep: Class 15 contains 6265 members 
Mstep: Class 16 contains 4411 members 
Mstep: Class 17 contains 51761 members 
Mstep: Class 18 contains 14919 members 
Mstep: Class 19 contains 172047 members 
Mstep: Class 20 contains 35184 members 
Entering Unmasked Estep 
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Iteration 191Q: 19 clusters Score -8.003762e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217981 members 
Mstep: Class 3 contains 49695 members 
Mstep: Class 4 contains 22364 members 
Mstep: Class 5 contains 5983 members 
Mstep: Class 6 contains 2069 members 
Mstep: Class 7 contains 36688 members 
Mstep: Class 8 contains 10501 members 
Mstep: Class 9 contains 4822 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 14 contains 44313 members 
Mstep: Class 15 contains 6266 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 17 contains 51776 members 
Mstep: Class 18 contains 14957 members 
Mstep: Class 19 contains 172010 members 
Mstep: Class 20 contains 35183 members 
Entering Unmasked Estep 
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Iteration 192Q: 19 clusters Score -8.003776e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217993 members 
Mstep: Class 3 contains 49652 members 
Mstep: Class 4 contains 22363 members 
Mstep: Class 5 contains 5953 members 
Mstep: Class 6 contains 2069 members 
Mstep: Class 7 contains 36703 members 
Mstep: Class 8 contains 10508 members 
Mstep: Class 9 contains 4825 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 14 contains 44304 members 
Mstep: Class 15 contains 6266 members 
Mstep: Class 16 contains 4413 members 
Mstep: Class 17 contains 51796 members 
Mstep: Class 18 contains 15002 members 
Mstep: Class 19 contains 171993 members 
Mstep: Class 20 contains 35180 members 
Entering Unmasked Estep 
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Iteration 193Q: 19 clusters Score -8.003767e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217976 members 
Mstep: Class 3 contains 49608 members 
Mstep: Class 4 contains 22362 members 
Mstep: Class 5 contains 5934 members 
Mstep: Class 6 contains 2066 members 
Mstep: Class 7 contains 36713 members 
Mstep: Class 8 contains 10522 members 
Mstep: Class 9 contains 4825 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 14 contains 44307 members 
Mstep: Class 15 contains 6268 members 
Mstep: Class 16 contains 4414 members 
Mstep: Class 17 contains 51807 members 
Mstep: Class 18 contains 15035 members 
Mstep: Class 19 contains 172005 members 
Mstep: Class 20 contains 35178 members 
Entering Unmasked Estep 
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Iteration 194Q: 19 clusters Score -8.003788e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217984 members 
Mstep: Class 3 contains 49561 members 
Mstep: Class 4 contains 22362 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 2067 members 
Mstep: Class 7 contains 36718 members 
Mstep: Class 8 contains 10540 members 
Mstep: Class 9 contains 4824 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 14 contains 44304 members 
Mstep: Class 15 contains 6271 members 
Mstep: Class 16 contains 4415 members 
Mstep: Class 17 contains 51810 members 
Mstep: Class 18 contains 15076 members 
Mstep: Class 19 contains 171995 members 
Mstep: Class 20 contains 35182 members 
Entering Unmasked Estep 
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Iteration 195Q: 19 clusters Score -8.003784e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217989 members 
Mstep: Class 3 contains 49517 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 2069 members 
Mstep: Class 7 contains 36722 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 4824 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 14 contains 44313 members 
Mstep: Class 15 contains 6276 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 17 contains 51820 members 
Mstep: Class 18 contains 15109 members 
Mstep: Class 19 contains 171982 members 
Mstep: Class 20 contains 35179 members 
Entering Unmasked Estep 
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Iteration 196Q: 19 clusters Score -8.003779e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217998 members 
Mstep: Class 3 contains 49476 members 
Mstep: Class 4 contains 22357 members 
Mstep: Class 5 contains 5873 members 
Mstep: Class 6 contains 2071 members 
Mstep: Class 7 contains 36738 members 
Mstep: Class 8 contains 10553 members 
Mstep: Class 9 contains 4824 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 14 contains 44316 members 
Mstep: Class 15 contains 6279 members 
Mstep: Class 16 contains 4419 members 
Mstep: Class 17 contains 51840 members 
Mstep: Class 18 contains 15128 members 
Mstep: Class 19 contains 171970 members 
Mstep: Class 20 contains 35178 members 
Entering Unmasked Estep 
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Iteration 197Q: 19 clusters Score -8.003771e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217986 members 
Mstep: Class 3 contains 49439 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 5864 members 
Mstep: Class 6 contains 2073 members 
Mstep: Class 7 contains 36747 members 
Mstep: Class 8 contains 10561 members 
Mstep: Class 9 contains 4826 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 14 contains 44330 members 
Mstep: Class 15 contains 6279 members 
Mstep: Class 16 contains 4424 members 
Mstep: Class 17 contains 51847 members 
Mstep: Class 18 contains 15143 members 
Mstep: Class 19 contains 171960 members 
Mstep: Class 20 contains 35180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037792.000000 Penalty: 59972.335938
Iteration 198Q: 19 clusters Score -8.003779e+07 nChanged 256
Entering ConstructFrom: 
Score: -80037792.000000 Penalty: 59972.335938
Entering ConstructFrom: 
Trying to split cluster 1 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -202585.281250 Penalty: 1870.337402
	Iteration 0F: 2 clusters Score -202585.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -200058.171875 Penalty: 3740.674805
	Iteration 0F: 3 clusters Score -200058.2 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -200575.500000 Penalty: 3740.674805
	Iteration 1F: 3 clusters Score -200575.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -200756.203125 Penalty: 3740.674805
	Iteration 2F: 3 clusters Score -200756.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -200877.515625 Penalty: 3740.674805
	Iteration 3Q: 3 clusters Score -200877.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -200980.781250 Penalty: 3740.674805
	Iteration 4Q: 3 clusters Score -200980.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -201091.703125 Penalty: 3740.674805
	Iteration 5Q: 3 clusters Score -201091.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -201192.718750 Penalty: 3740.674805
	Iteration 6Q: 3 clusters Score -201192.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -201292.687500 Penalty: 3740.674805
	Iteration 7Q: 3 clusters Score -201292.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -201398.328125 Penalty: 3740.674805
	Iteration 8Q: 3 clusters Score -201398.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -201492.593750 Penalty: 3740.674805
	Iteration 9Q: 3 clusters Score -201492.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -201607.953125 Penalty: 3740.674805
	Iteration 10Q: 3 clusters Score -201608 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -201726.781250 Penalty: 3740.674805
	Iteration 11Q: 3 clusters Score -201726.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -201870.000000 Penalty: 3740.674805
	Iteration 12Q: 3 clusters Score -201870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -201973.765625 Penalty: 3740.674805
	Iteration 13Q: 3 clusters Score -201973.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -202022.421875 Penalty: 3740.674805
	Iteration 14Q: 3 clusters Score -202022.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -202038.718750 Penalty: 3740.674805
	Iteration 15Q: 3 clusters Score -202038.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -202050.375000 Penalty: 3740.674805
	Iteration 16Q: 3 clusters Score -202050.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -202061.562500 Penalty: 3740.674805
	Iteration 17Q: 3 clusters Score -202061.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -202068.453125 Penalty: 3740.674805
	Iteration 18Q: 3 clusters Score -202068.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -202075.843750 Penalty: 3740.674805
	Iteration 19Q: 3 clusters Score -202075.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -202085.390625 Penalty: 3740.674805
	Iteration 20F: 3 clusters Score -202085.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -202094.765625 Penalty: 3740.674805
	Iteration 21Q: 3 clusters Score -202094.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -202106.390625 Penalty: 3740.674805
	Iteration 22Q: 3 clusters Score -202106.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -202115.953125 Penalty: 3740.674805
	Iteration 23Q: 3 clusters Score -202116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -202126.062500 Penalty: 3740.674805
	Iteration 24Q: 3 clusters Score -202126.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -202132.687500 Penalty: 3740.674805
	Iteration 25Q: 3 clusters Score -202132.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -202147.078125 Penalty: 3740.674805
	Iteration 26Q: 3 clusters Score -202147.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -202157.281250 Penalty: 3740.674805
	Iteration 27Q: 3 clusters Score -202157.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -202162.218750 Penalty: 3740.674805
	Iteration 28Q: 3 clusters Score -202162.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -202165.593750 Penalty: 3740.674805
	Iteration 29Q: 3 clusters Score -202165.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -202168.093750 Penalty: 3740.674805
	Iteration 30Q: 3 clusters Score -202168.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -202168.421875 Penalty: 3740.674805
	Iteration 31Q: 3 clusters Score -202168.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -202168.421875 Penalty: 3740.674805
	Iteration 32F: 3 clusters Score -202168.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (217966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217966 members 
Entering Unmasked Estep 
Score: -25971740.000000 Penalty: 3048.439453
	Iteration 0F: 2 clusters Score -2.597174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108753 members 
Mstep: Class 2 contains 109213 members 
Entering Unmasked Estep 
Score: -25837092.000000 Penalty: 6096.878906
	Iteration 0F: 3 clusters Score -2.583709e+07 nChanged 105224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107303 members 
Mstep: Class 2 contains 110663 members 
Entering Unmasked Estep 
Score: -25899140.000000 Penalty: 6096.878906
	Iteration 1F: 3 clusters Score -2.589914e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106732 members 
Mstep: Class 2 contains 111234 members 
Entering Unmasked Estep 
Score: -25899758.000000 Penalty: 6096.878906
	Iteration 2Q: 3 clusters Score -2.589976e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106011 members 
Mstep: Class 2 contains 111955 members 
Entering Unmasked Estep 
Score: -25900818.000000 Penalty: 6096.878906
	Iteration 3Q: 3 clusters Score -2.590082e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105013 members 
Mstep: Class 2 contains 112953 members 
Entering Unmasked Estep 
Score: -25902076.000000 Penalty: 6096.878906
	Iteration 4Q: 3 clusters Score -2.590208e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103630 members 
Mstep: Class 2 contains 114336 members 
Entering Unmasked Estep 
Score: -25903936.000000 Penalty: 6096.878906
	Iteration 5Q: 3 clusters Score -2.590394e+07 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101828 members 
Mstep: Class 2 contains 116138 members 
Entering Unmasked Estep 
Score: -25907300.000000 Penalty: 6096.878906
	Iteration 6Q: 3 clusters Score -2.59073e+07 nChanged 10649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99645 members 
Mstep: Class 2 contains 118321 members 
Entering Unmasked Estep 
Score: -25912764.000000 Penalty: 6096.878906
	Iteration 7Q: 3 clusters Score -2.591276e+07 nChanged 13625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97634 members 
Mstep: Class 2 contains 120332 members 
Entering Unmasked Estep 
Score: -25922290.000000 Penalty: 6096.878906
	Iteration 8F: 3 clusters Score -2.592229e+07 nChanged 15778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96740 members 
Mstep: Class 2 contains 121226 members 
Entering Unmasked Estep 
Score: -25934470.000000 Penalty: 6096.878906
	Iteration 9F: 3 clusters Score -2.593447e+07 nChanged 14836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97630 members 
Mstep: Class 2 contains 120336 members 
Entering Unmasked Estep 
Score: -25943082.000000 Penalty: 6096.878906
	Iteration 10F: 3 clusters Score -2.594308e+07 nChanged 10540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100100 members 
Mstep: Class 2 contains 117866 members 
Entering Unmasked Estep 
Score: -25946512.000000 Penalty: 6096.878906
	Iteration 11Q: 3 clusters Score -2.594651e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103147 members 
Mstep: Class 2 contains 114819 members 
Entering Unmasked Estep 
Score: -25947932.000000 Penalty: 6096.878906
	Iteration 12Q: 3 clusters Score -2.594793e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106545 members 
Mstep: Class 2 contains 111421 members 
Entering Unmasked Estep 
Score: -25948874.000000 Penalty: 6096.878906
	Iteration 13Q: 3 clusters Score -2.594887e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110221 members 
Mstep: Class 2 contains 107745 members 
Entering Unmasked Estep 
Score: -25949914.000000 Penalty: 6096.878906
	Iteration 14Q: 3 clusters Score -2.594991e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114047 members 
Mstep: Class 2 contains 103919 members 
Entering Unmasked Estep 
Score: -25950514.000000 Penalty: 6096.878906
	Iteration 15Q: 3 clusters Score -2.595051e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117965 members 
Mstep: Class 2 contains 100001 members 
Entering Unmasked Estep 
Score: -25951240.000000 Penalty: 6096.878906
	Iteration 16Q: 3 clusters Score -2.595124e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121950 members 
Mstep: Class 2 contains 96016 members 
Entering Unmasked Estep 
Score: -25951672.000000 Penalty: 6096.878906
	Iteration 17Q: 3 clusters Score -2.595167e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125798 members 
Mstep: Class 2 contains 92168 members 
Entering Unmasked Estep 
Score: -25952254.000000 Penalty: 6096.878906
	Iteration 18Q: 3 clusters Score -2.595225e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129796 members 
Mstep: Class 2 contains 88170 members 
Entering Unmasked Estep 
Score: -25952716.000000 Penalty: 6096.878906
	Iteration 19Q: 3 clusters Score -2.595272e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133857 members 
Mstep: Class 2 contains 84109 members 
Entering Unmasked Estep 
Score: -25953072.000000 Penalty: 6096.878906
	Iteration 20F: 3 clusters Score -2.595307e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137948 members 
Mstep: Class 2 contains 80018 members 
Entering Unmasked Estep 
Score: -25953182.000000 Penalty: 6096.878906
	Iteration 21Q: 3 clusters Score -2.595318e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142138 members 
Mstep: Class 2 contains 75828 members 
Entering Unmasked Estep 
Score: -25953456.000000 Penalty: 6096.878906
	Iteration 22Q: 3 clusters Score -2.595346e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146408 members 
Mstep: Class 2 contains 71558 members 
Entering Unmasked Estep 
Score: -25953808.000000 Penalty: 6096.878906
	Iteration 23Q: 3 clusters Score -2.595381e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150573 members 
Mstep: Class 2 contains 67393 members 
Entering Unmasked Estep 
Score: -25954046.000000 Penalty: 6096.878906
	Iteration 24Q: 3 clusters Score -2.595405e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154421 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -25953914.000000 Penalty: 6096.878906
	Iteration 25Q: 3 clusters Score -2.595391e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158007 members 
Mstep: Class 2 contains 59959 members 
Entering Unmasked Estep 
Score: -25954110.000000 Penalty: 6096.878906
	Iteration 26Q: 3 clusters Score -2.595411e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161430 members 
Mstep: Class 2 contains 56536 members 
Entering Unmasked Estep 
Score: -25954472.000000 Penalty: 6096.878906
	Iteration 27Q: 3 clusters Score -2.595447e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164717 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -25954588.000000 Penalty: 6096.878906
	Iteration 28Q: 3 clusters Score -2.595459e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167849 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -25954756.000000 Penalty: 6096.878906
	Iteration 29Q: 3 clusters Score -2.595476e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170832 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -25954938.000000 Penalty: 6096.878906
	Iteration 30Q: 3 clusters Score -2.595494e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173620 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -25955106.000000 Penalty: 6096.878906
	Iteration 31Q: 3 clusters Score -2.595511e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176273 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -25955192.000000 Penalty: 6096.878906
	Iteration 32Q: 3 clusters Score -2.595519e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178820 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -25955346.000000 Penalty: 6096.878906
	Iteration 33Q: 3 clusters Score -2.595535e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181284 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -25955596.000000 Penalty: 6096.878906
	Iteration 34Q: 3 clusters Score -2.59556e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183507 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -25955568.000000 Penalty: 6096.878906
	Iteration 35Q: 3 clusters Score -2.595557e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185696 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -25955878.000000 Penalty: 6096.878906
	Iteration 36Q: 3 clusters Score -2.595588e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187841 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -25956162.000000 Penalty: 6096.878906
	Iteration 37Q: 3 clusters Score -2.595616e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189956 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -25957428.000000 Penalty: 6096.878906
	Iteration 38Q: 3 clusters Score -2.595743e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192039 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -25959756.000000 Penalty: 6096.878906
	Iteration 39Q: 3 clusters Score -2.595976e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194101 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -25961748.000000 Penalty: 6096.878906
	Iteration 40F: 3 clusters Score -2.596175e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196228 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -25963774.000000 Penalty: 6096.878906
	Iteration 41Q: 3 clusters Score -2.596377e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198469 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -25965678.000000 Penalty: 6096.878906
	Iteration 42Q: 3 clusters Score -2.596568e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200760 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -25967252.000000 Penalty: 6096.878906
	Iteration 43Q: 3 clusters Score -2.596725e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203018 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -25968554.000000 Penalty: 6096.878906
	Iteration 44Q: 3 clusters Score -2.596855e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205181 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -25969906.000000 Penalty: 6096.878906
	Iteration 45Q: 3 clusters Score -2.596991e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207190 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -25970648.000000 Penalty: 6096.878906
	Iteration 46Q: 3 clusters Score -2.597065e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209005 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -25971336.000000 Penalty: 6096.878906
	Iteration 47Q: 3 clusters Score -2.597134e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210624 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -25971554.000000 Penalty: 6096.878906
	Iteration 48Q: 3 clusters Score -2.597155e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211985 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -25971330.000000 Penalty: 6096.878906
	Iteration 49Q: 3 clusters Score -2.597133e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213085 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -25971148.000000 Penalty: 6096.878906
	Iteration 50Q: 3 clusters Score -2.597115e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213944 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -25970888.000000 Penalty: 6096.878906
	Iteration 51Q: 3 clusters Score -2.597089e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214577 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -25970692.000000 Penalty: 6096.878906
	Iteration 52Q: 3 clusters Score -2.597069e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215068 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -25970498.000000 Penalty: 6096.878906
	Iteration 53Q: 3 clusters Score -2.59705e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215416 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -25970362.000000 Penalty: 6096.878906
	Iteration 54Q: 3 clusters Score -2.597036e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215676 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -25970258.000000 Penalty: 6096.878906
	Iteration 55Q: 3 clusters Score -2.597026e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215888 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -25970282.000000 Penalty: 6096.878906
	Iteration 56Q: 3 clusters Score -2.597028e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216059 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -25970298.000000 Penalty: 6096.878906
	Iteration 57Q: 3 clusters Score -2.59703e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216201 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -25970292.000000 Penalty: 6096.878906
	Iteration 58Q: 3 clusters Score -2.597029e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216305 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -25970298.000000 Penalty: 6096.878906
	Iteration 59Q: 3 clusters Score -2.59703e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216382 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -25970248.000000 Penalty: 6096.878906
	Iteration 60F: 3 clusters Score -2.597025e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216449 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -25970188.000000 Penalty: 6096.878906
	Iteration 61Q: 3 clusters Score -2.597019e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216508 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -25970124.000000 Penalty: 6096.878906
	Iteration 62Q: 3 clusters Score -2.597012e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216547 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -25970124.000000 Penalty: 6096.878906
	Iteration 63Q: 3 clusters Score -2.597012e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216582 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -25970134.000000 Penalty: 6096.878906
	Iteration 64Q: 3 clusters Score -2.597013e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216611 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -25970124.000000 Penalty: 6096.878906
	Iteration 65Q: 3 clusters Score -2.597012e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216644 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -25970092.000000 Penalty: 6096.878906
	Iteration 66Q: 3 clusters Score -2.597009e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216671 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -25970098.000000 Penalty: 6096.878906
	Iteration 67Q: 3 clusters Score -2.59701e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216690 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -25970078.000000 Penalty: 6096.878906
	Iteration 68Q: 3 clusters Score -2.597008e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216697 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -25970096.000000 Penalty: 6096.878906
	Iteration 69Q: 3 clusters Score -2.59701e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216718 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -25970076.000000 Penalty: 6096.878906
	Iteration 70Q: 3 clusters Score -2.597008e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216733 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -25970064.000000 Penalty: 6096.878906
	Iteration 71Q: 3 clusters Score -2.597006e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216742 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -25970074.000000 Penalty: 6096.878906
	Iteration 72Q: 3 clusters Score -2.597007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216747 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -25970068.000000 Penalty: 6096.878906
	Iteration 73Q: 3 clusters Score -2.597007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216752 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -25970070.000000 Penalty: 6096.878906
	Iteration 74Q: 3 clusters Score -2.597007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216756 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -25970066.000000 Penalty: 6096.878906
	Iteration 75Q: 3 clusters Score -2.597007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216755 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -25970058.000000 Penalty: 6096.878906
	Iteration 76Q: 3 clusters Score -2.597006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216758 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -25970052.000000 Penalty: 6096.878906
	Iteration 77Q: 3 clusters Score -2.597005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216758 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -25970060.000000 Penalty: 6096.878906
	Iteration 78Q: 3 clusters Score -2.597006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216761 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -25970058.000000 Penalty: 6096.878906
	Iteration 79Q: 3 clusters Score -2.597006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216766 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -25970066.000000 Penalty: 6096.878906
	Iteration 80F: 3 clusters Score -2.597007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216771 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -25970060.000000 Penalty: 6096.878906
	Iteration 81Q: 3 clusters Score -2.597006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216776 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -25970056.000000 Penalty: 6096.878906
	Iteration 82Q: 3 clusters Score -2.597006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216778 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -25970060.000000 Penalty: 6096.878906
	Iteration 83Q: 3 clusters Score -2.597006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216782 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -25970056.000000 Penalty: 6096.878906
	Iteration 84Q: 3 clusters Score -2.597006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216783 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -25970054.000000 Penalty: 6096.878906
	Iteration 85Q: 3 clusters Score -2.597005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216786 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -25970040.000000 Penalty: 6096.878906
	Iteration 86Q: 3 clusters Score -2.597004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216788 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -25970040.000000 Penalty: 6096.878906
	Iteration 87Q: 3 clusters Score -2.597004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216788 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -25970040.000000 Penalty: 6096.878906
	Iteration 88F: 3 clusters Score -2.597004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Entering Unmasked Estep 
Score: -5923084.000000 Penalty: 2680.345947
	Iteration 0F: 2 clusters Score -5923084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -5889881.000000 Penalty: 5360.691895
	Iteration 0F: 3 clusters Score -5889881 nChanged 22785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -5902692.000000 Penalty: 5360.691895
	Iteration 1F: 3 clusters Score -5902692 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -5903496.500000 Penalty: 5360.691895
	Iteration 2Q: 3 clusters Score -5903496 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -5904441.500000 Penalty: 5360.691895
	Iteration 3Q: 3 clusters Score -5904442 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -5905606.000000 Penalty: 5360.691895
	Iteration 4F: 3 clusters Score -5905606 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -5906980.500000 Penalty: 5360.691895
	Iteration 5F: 3 clusters Score -5906980 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -5908821.000000 Penalty: 5360.691895
	Iteration 6F: 3 clusters Score -5908821 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -5911126.000000 Penalty: 5360.691895
	Iteration 7F: 3 clusters Score -5911126 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -5913678.000000 Penalty: 5360.691895
	Iteration 8F: 3 clusters Score -5913678 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -5916122.000000 Penalty: 5360.691895
	Iteration 9F: 3 clusters Score -5916122 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -5918024.500000 Penalty: 5360.691895
	Iteration 10Q: 3 clusters Score -5918024 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -5919039.500000 Penalty: 5360.691895
	Iteration 11Q: 3 clusters Score -5919040 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -5919572.500000 Penalty: 5360.691895
	Iteration 12Q: 3 clusters Score -5919572 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -5919867.000000 Penalty: 5360.691895
	Iteration 13Q: 3 clusters Score -5919867 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -5920061.000000 Penalty: 5360.691895
	Iteration 14Q: 3 clusters Score -5920061 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -5920199.000000 Penalty: 5360.691895
	Iteration 15Q: 3 clusters Score -5920199 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -5920342.500000 Penalty: 5360.691895
	Iteration 16Q: 3 clusters Score -5920342 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -5920421.000000 Penalty: 5360.691895
	Iteration 17Q: 3 clusters Score -5920421 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -5920546.000000 Penalty: 5360.691895
	Iteration 18Q: 3 clusters Score -5920546 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -5920680.000000 Penalty: 5360.691895
	Iteration 19Q: 3 clusters Score -5920680 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -5920808.000000 Penalty: 5360.691895
	Iteration 20F: 3 clusters Score -5920808 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -5920937.500000 Penalty: 5360.691895
	Iteration 21Q: 3 clusters Score -5920938 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -5921081.500000 Penalty: 5360.691895
	Iteration 22Q: 3 clusters Score -5921082 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -5921157.500000 Penalty: 5360.691895
	Iteration 23Q: 3 clusters Score -5921158 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -5921204.000000 Penalty: 5360.691895
	Iteration 24Q: 3 clusters Score -5921204 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -5921252.000000 Penalty: 5360.691895
	Iteration 25Q: 3 clusters Score -5921252 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -5921292.500000 Penalty: 5360.691895
	Iteration 26Q: 3 clusters Score -5921292 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -5921301.500000 Penalty: 5360.691895
	Iteration 27Q: 3 clusters Score -5921302 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -5921324.000000 Penalty: 5360.691895
	Iteration 28Q: 3 clusters Score -5921324 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -5921359.000000 Penalty: 5360.691895
	Iteration 29Q: 3 clusters Score -5921359 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -5921376.500000 Penalty: 5360.691895
	Iteration 30Q: 3 clusters Score -5921376 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -5921387.500000 Penalty: 5360.691895
	Iteration 31Q: 3 clusters Score -5921388 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -5921392.000000 Penalty: 5360.691895
	Iteration 32Q: 3 clusters Score -5921392 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -5921409.500000 Penalty: 5360.691895
	Iteration 33Q: 3 clusters Score -5921410 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -5921428.500000 Penalty: 5360.691895
	Iteration 34Q: 3 clusters Score -5921428 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -5921448.000000 Penalty: 5360.691895
	Iteration 35Q: 3 clusters Score -5921448 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -5921454.000000 Penalty: 5360.691895
	Iteration 36Q: 3 clusters Score -5921454 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -5921472.000000 Penalty: 5360.691895
	Iteration 37Q: 3 clusters Score -5921472 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -5921486.500000 Penalty: 5360.691895
	Iteration 38Q: 3 clusters Score -5921486 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -5921507.500000 Penalty: 5360.691895
	Iteration 39Q: 3 clusters Score -5921508 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -5921517.000000 Penalty: 5360.691895
	Iteration 40F: 3 clusters Score -5921517 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -5921545.000000 Penalty: 5360.691895
	Iteration 41Q: 3 clusters Score -5921545 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -5921548.500000 Penalty: 5360.691895
	Iteration 42Q: 3 clusters Score -5921548 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -5921547.000000 Penalty: 5360.691895
	Iteration 43Q: 3 clusters Score -5921547 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -5921555.500000 Penalty: 5360.691895
	Iteration 44Q: 3 clusters Score -5921556 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -5921574.000000 Penalty: 5360.691895
	Iteration 45Q: 3 clusters Score -5921574 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -5921601.500000 Penalty: 5360.691895
	Iteration 46Q: 3 clusters Score -5921602 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -5921604.500000 Penalty: 5360.691895
	Iteration 47Q: 3 clusters Score -5921604 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -5921636.500000 Penalty: 5360.691895
	Iteration 48Q: 3 clusters Score -5921636 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -5921647.500000 Penalty: 5360.691895
	Iteration 49Q: 3 clusters Score -5921648 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -5921680.000000 Penalty: 5360.691895
	Iteration 50Q: 3 clusters Score -5921680 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -5921685.500000 Penalty: 5360.691895
	Iteration 51Q: 3 clusters Score -5921686 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -5921687.000000 Penalty: 5360.691895
	Iteration 52Q: 3 clusters Score -5921687 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -5921693.000000 Penalty: 5360.691895
	Iteration 53Q: 3 clusters Score -5921693 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -5921706.500000 Penalty: 5360.691895
	Iteration 54Q: 3 clusters Score -5921706 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -5921734.000000 Penalty: 5360.691895
	Iteration 55Q: 3 clusters Score -5921734 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -5921734.500000 Penalty: 5360.691895
	Iteration 56Q: 3 clusters Score -5921734 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -5921747.500000 Penalty: 5360.691895
	Iteration 57Q: 3 clusters Score -5921748 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -5921753.500000 Penalty: 5360.691895
	Iteration 58Q: 3 clusters Score -5921754 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -5921774.000000 Penalty: 5360.691895
	Iteration 59Q: 3 clusters Score -5921774 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -5921776.500000 Penalty: 5360.691895
	Iteration 60F: 3 clusters Score -5921776 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -5921773.000000 Penalty: 5360.691895
	Iteration 61Q: 3 clusters Score -5921773 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -5921768.000000 Penalty: 5360.691895
	Iteration 62Q: 3 clusters Score -5921768 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -5921775.000000 Penalty: 5360.691895
	Iteration 63Q: 3 clusters Score -5921775 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -5921791.000000 Penalty: 5360.691895
	Iteration 64Q: 3 clusters Score -5921791 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -5921813.500000 Penalty: 5360.691895
	Iteration 65Q: 3 clusters Score -5921814 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -5921813.500000 Penalty: 5360.691895
	Iteration 66Q: 3 clusters Score -5921814 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -5921811.000000 Penalty: 5360.691895
	Iteration 67Q: 3 clusters Score -5921811 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -5921824.000000 Penalty: 5360.691895
	Iteration 68Q: 3 clusters Score -5921824 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -5921836.000000 Penalty: 5360.691895
	Iteration 69Q: 3 clusters Score -5921836 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -5921820.500000 Penalty: 5360.691895
	Iteration 70Q: 3 clusters Score -5921820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -5921817.500000 Penalty: 5360.691895
	Iteration 71Q: 3 clusters Score -5921818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -5921815.000000 Penalty: 5360.691895
	Iteration 72Q: 3 clusters Score -5921815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -5921837.000000 Penalty: 5360.691895
	Iteration 73Q: 3 clusters Score -5921837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -5921837.500000 Penalty: 5360.691895
	Iteration 74Q: 3 clusters Score -5921838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -5921842.000000 Penalty: 5360.691895
	Iteration 75Q: 3 clusters Score -5921842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -5921843.000000 Penalty: 5360.691895
	Iteration 76Q: 3 clusters Score -5921843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -5921842.000000 Penalty: 5360.691895
	Iteration 77Q: 3 clusters Score -5921842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -5921830.000000 Penalty: 5360.691895
	Iteration 78Q: 3 clusters Score -5921830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -5921823.000000 Penalty: 5360.691895
	Iteration 79Q: 3 clusters Score -5921823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -5921827.500000 Penalty: 5360.691895
	Iteration 80F: 3 clusters Score -5921828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -5921820.500000 Penalty: 5360.691895
	Iteration 81Q: 3 clusters Score -5921820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -5921822.500000 Penalty: 5360.691895
	Iteration 82Q: 3 clusters Score -5921822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -5921826.500000 Penalty: 5360.691895
	Iteration 83Q: 3 clusters Score -5921826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -5921823.500000 Penalty: 5360.691895
	Iteration 84Q: 3 clusters Score -5921824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -5921825.000000 Penalty: 5360.691895
	Iteration 85Q: 3 clusters Score -5921825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -5921827.500000 Penalty: 5360.691895
	Iteration 86Q: 3 clusters Score -5921828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -5921829.000000 Penalty: 5360.691895
	Iteration 87Q: 3 clusters Score -5921829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -5921833.000000 Penalty: 5360.691895
	Iteration 88Q: 3 clusters Score -5921833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -5921828.500000 Penalty: 5360.691895
	Iteration 89Q: 3 clusters Score -5921828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -5921827.000000 Penalty: 5360.691895
	Iteration 90Q: 3 clusters Score -5921827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -5921822.000000 Penalty: 5360.691895
	Iteration 91Q: 3 clusters Score -5921822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -5921828.500000 Penalty: 5360.691895
	Iteration 92Q: 3 clusters Score -5921828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -5921830.000000 Penalty: 5360.691895
	Iteration 93Q: 3 clusters Score -5921830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -5921834.500000 Penalty: 5360.691895
	Iteration 94Q: 3 clusters Score -5921834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -5921836.000000 Penalty: 5360.691895
	Iteration 95Q: 3 clusters Score -5921836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -5921831.000000 Penalty: 5360.691895
	Iteration 96Q: 3 clusters Score -5921831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -5921831.000000 Penalty: 5360.691895
	Iteration 97F: 3 clusters Score -5921831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Entering Unmasked Estep 
Score: -2727784.250000 Penalty: 2483.793701
	Iteration 0F: 2 clusters Score -2727784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2712110.500000 Penalty: 4967.587402
	Iteration 0F: 3 clusters Score -2712110 nChanged 9934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2717369.250000 Penalty: 4967.587402
	Iteration 1F: 3 clusters Score -2717369 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2717782.750000 Penalty: 4967.587402
	Iteration 2F: 3 clusters Score -2717783 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2718173.500000 Penalty: 4967.587402
	Iteration 3Q: 3 clusters Score -2718174 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2718560.250000 Penalty: 4967.587402
	Iteration 4Q: 3 clusters Score -2718560 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2719036.250000 Penalty: 4967.587402
	Iteration 5Q: 3 clusters Score -2719036 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2719749.750000 Penalty: 4967.587402
	Iteration 6F: 3 clusters Score -2719750 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2720785.000000 Penalty: 4967.587402
	Iteration 7F: 3 clusters Score -2720785 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2722115.000000 Penalty: 4967.587402
	Iteration 8F: 3 clusters Score -2722115 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -2723445.500000 Penalty: 4967.587402
	Iteration 9F: 3 clusters Score -2723446 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -2724477.250000 Penalty: 4967.587402
	Iteration 10Q: 3 clusters Score -2724477 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -2725023.500000 Penalty: 4967.587402
	Iteration 11Q: 3 clusters Score -2725024 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -2725298.000000 Penalty: 4967.587402
	Iteration 12Q: 3 clusters Score -2725298 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2725440.500000 Penalty: 4967.587402
	Iteration 13Q: 3 clusters Score -2725440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -2725500.750000 Penalty: 4967.587402
	Iteration 14Q: 3 clusters Score -2725501 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -2725539.000000 Penalty: 4967.587402
	Iteration 15Q: 3 clusters Score -2725539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2725560.500000 Penalty: 4967.587402
	Iteration 16Q: 3 clusters Score -2725560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -2725578.250000 Penalty: 4967.587402
	Iteration 17Q: 3 clusters Score -2725578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -2725585.750000 Penalty: 4967.587402
	Iteration 18Q: 3 clusters Score -2725586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -2725591.500000 Penalty: 4967.587402
	Iteration 19Q: 3 clusters Score -2725592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -2725595.500000 Penalty: 4967.587402
	Iteration 20F: 3 clusters Score -2725596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -2725596.750000 Penalty: 4967.587402
	Iteration 21Q: 3 clusters Score -2725597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -2725596.500000 Penalty: 4967.587402
	Iteration 22Q: 3 clusters Score -2725596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -2725601.750000 Penalty: 4967.587402
	Iteration 23Q: 3 clusters Score -2725602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -2725601.750000 Penalty: 4967.587402
	Iteration 24Q: 3 clusters Score -2725602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2725604.750000 Penalty: 4967.587402
	Iteration 25Q: 3 clusters Score -2725605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -2725605.000000 Penalty: 4967.587402
	Iteration 26Q: 3 clusters Score -2725605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -2725605.500000 Penalty: 4967.587402
	Iteration 27Q: 3 clusters Score -2725606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -2725607.250000 Penalty: 4967.587402
	Iteration 28Q: 3 clusters Score -2725607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2725612.250000 Penalty: 4967.587402
	Iteration 29Q: 3 clusters Score -2725612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -2725612.500000 Penalty: 4967.587402
	Iteration 30Q: 3 clusters Score -2725612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -2725612.500000 Penalty: 4967.587402
	Iteration 31F: 3 clusters Score -2725612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Entering Unmasked Estep 
Score: -701210.687500 Penalty: 2151.708984
	Iteration 0F: 2 clusters Score -701210.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -696139.750000 Penalty: 4303.417969
	Iteration 0F: 3 clusters Score -696139.8 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -697432.687500 Penalty: 4303.417969
	Iteration 1F: 3 clusters Score -697432.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -697660.062500 Penalty: 4303.417969
	Iteration 2F: 3 clusters Score -697660.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -697794.375000 Penalty: 4303.417969
	Iteration 3Q: 3 clusters Score -697794.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -697886.187500 Penalty: 4303.417969
	Iteration 4Q: 3 clusters Score -697886.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -697953.625000 Penalty: 4303.417969
	Iteration 5Q: 3 clusters Score -697953.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -698005.750000 Penalty: 4303.417969
	Iteration 6Q: 3 clusters Score -698005.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -698056.812500 Penalty: 4303.417969
	Iteration 7Q: 3 clusters Score -698056.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -698103.687500 Penalty: 4303.417969
	Iteration 8Q: 3 clusters Score -698103.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -698148.375000 Penalty: 4303.417969
	Iteration 9Q: 3 clusters Score -698148.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -698191.312500 Penalty: 4303.417969
	Iteration 10Q: 3 clusters Score -698191.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -698237.062500 Penalty: 4303.417969
	Iteration 11Q: 3 clusters Score -698237.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -698287.125000 Penalty: 4303.417969
	Iteration 12Q: 3 clusters Score -698287.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -698360.375000 Penalty: 4303.417969
	Iteration 13Q: 3 clusters Score -698360.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -698462.562500 Penalty: 4303.417969
	Iteration 14Q: 3 clusters Score -698462.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -698607.687500 Penalty: 4303.417969
	Iteration 15Q: 3 clusters Score -698607.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -698780.437500 Penalty: 4303.417969
	Iteration 16Q: 3 clusters Score -698780.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -698956.375000 Penalty: 4303.417969
	Iteration 17Q: 3 clusters Score -698956.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -699147.562500 Penalty: 4303.417969
	Iteration 18Q: 3 clusters Score -699147.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -699315.062500 Penalty: 4303.417969
	Iteration 19Q: 3 clusters Score -699315.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -699469.437500 Penalty: 4303.417969
	Iteration 20F: 3 clusters Score -699469.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -699619.062500 Penalty: 4303.417969
	Iteration 21Q: 3 clusters Score -699619.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -699756.750000 Penalty: 4303.417969
	Iteration 22Q: 3 clusters Score -699756.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -699870.000000 Penalty: 4303.417969
	Iteration 23Q: 3 clusters Score -699870 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -699988.187500 Penalty: 4303.417969
	Iteration 24Q: 3 clusters Score -699988.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -700095.250000 Penalty: 4303.417969
	Iteration 25Q: 3 clusters Score -700095.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -700190.500000 Penalty: 4303.417969
	Iteration 26Q: 3 clusters Score -700190.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -700317.250000 Penalty: 4303.417969
	Iteration 27Q: 3 clusters Score -700317.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -700409.687500 Penalty: 4303.417969
	Iteration 28Q: 3 clusters Score -700409.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -700472.375000 Penalty: 4303.417969
	Iteration 29Q: 3 clusters Score -700472.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -700516.375000 Penalty: 4303.417969
	Iteration 30Q: 3 clusters Score -700516.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -700542.750000 Penalty: 4303.417969
	Iteration 31Q: 3 clusters Score -700542.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -700561.562500 Penalty: 4303.417969
	Iteration 32Q: 3 clusters Score -700561.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -700573.750000 Penalty: 4303.417969
	Iteration 33Q: 3 clusters Score -700573.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -700582.812500 Penalty: 4303.417969
	Iteration 34Q: 3 clusters Score -700582.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -700592.812500 Penalty: 4303.417969
	Iteration 35Q: 3 clusters Score -700592.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -700596.250000 Penalty: 4303.417969
	Iteration 36Q: 3 clusters Score -700596.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -700599.375000 Penalty: 4303.417969
	Iteration 37Q: 3 clusters Score -700599.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -700599.500000 Penalty: 4303.417969
	Iteration 38Q: 3 clusters Score -700599.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -700601.312500 Penalty: 4303.417969
	Iteration 39Q: 3 clusters Score -700601.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -700600.875000 Penalty: 4303.417969
	Iteration 40F: 3 clusters Score -700600.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Entering Unmasked Estep 
Score: -235512.140625 Penalty: 1894.034058
	Iteration 0F: 2 clusters Score -235512.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -232840.671875 Penalty: 3788.068115
	Iteration 0F: 3 clusters Score -232840.7 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -233271.656250 Penalty: 3788.068115
	Iteration 1F: 3 clusters Score -233271.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -233385.562500 Penalty: 3788.068115
	Iteration 2F: 3 clusters Score -233385.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -233453.375000 Penalty: 3788.068115
	Iteration 3Q: 3 clusters Score -233453.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -233488.468750 Penalty: 3788.068115
	Iteration 4Q: 3 clusters Score -233488.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -233505.000000 Penalty: 3788.068115
	Iteration 5Q: 3 clusters Score -233505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -233516.234375 Penalty: 3788.068115
	Iteration 6Q: 3 clusters Score -233516.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -233524.171875 Penalty: 3788.068115
	Iteration 7Q: 3 clusters Score -233524.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -233531.812500 Penalty: 3788.068115
	Iteration 8Q: 3 clusters Score -233531.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -233538.296875 Penalty: 3788.068115
	Iteration 9Q: 3 clusters Score -233538.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -233547.609375 Penalty: 3788.068115
	Iteration 10Q: 3 clusters Score -233547.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -233552.000000 Penalty: 3788.068115
	Iteration 11Q: 3 clusters Score -233552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -233554.515625 Penalty: 3788.068115
	Iteration 12Q: 3 clusters Score -233554.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -233556.187500 Penalty: 3788.068115
	Iteration 13Q: 3 clusters Score -233556.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -233560.250000 Penalty: 3788.068115
	Iteration 14Q: 3 clusters Score -233560.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -233562.031250 Penalty: 3788.068115
	Iteration 15Q: 3 clusters Score -233562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -233564.921875 Penalty: 3788.068115
	Iteration 16Q: 3 clusters Score -233564.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -233569.000000 Penalty: 3788.068115
	Iteration 17Q: 3 clusters Score -233569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -233572.296875 Penalty: 3788.068115
	Iteration 18Q: 3 clusters Score -233572.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -233575.140625 Penalty: 3788.068115
	Iteration 19Q: 3 clusters Score -233575.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -233580.750000 Penalty: 3788.068115
	Iteration 20F: 3 clusters Score -233580.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -233587.328125 Penalty: 3788.068115
	Iteration 21Q: 3 clusters Score -233587.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -233591.484375 Penalty: 3788.068115
	Iteration 22Q: 3 clusters Score -233591.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -233595.562500 Penalty: 3788.068115
	Iteration 23Q: 3 clusters Score -233595.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -233599.640625 Penalty: 3788.068115
	Iteration 24Q: 3 clusters Score -233599.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -233605.156250 Penalty: 3788.068115
	Iteration 25Q: 3 clusters Score -233605.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -233610.531250 Penalty: 3788.068115
	Iteration 26Q: 3 clusters Score -233610.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -233613.156250 Penalty: 3788.068115
	Iteration 27Q: 3 clusters Score -233613.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -233615.015625 Penalty: 3788.068115
	Iteration 28Q: 3 clusters Score -233615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -233615.109375 Penalty: 3788.068115
	Iteration 29Q: 3 clusters Score -233615.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -233615.875000 Penalty: 3788.068115
	Iteration 30Q: 3 clusters Score -233615.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -233616.875000 Penalty: 3788.068115
	Iteration 31Q: 3 clusters Score -233616.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -233620.062500 Penalty: 3788.068115
	Iteration 32Q: 3 clusters Score -233620.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -233621.578125 Penalty: 3788.068115
	Iteration 33Q: 3 clusters Score -233621.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -233623.421875 Penalty: 3788.068115
	Iteration 34Q: 3 clusters Score -233623.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -233625.484375 Penalty: 3788.068115
	Iteration 35Q: 3 clusters Score -233625.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -233626.187500 Penalty: 3788.068115
	Iteration 36Q: 3 clusters Score -233626.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -233626.187500 Penalty: 3788.068115
	Iteration 37F: 3 clusters Score -233626.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Entering Unmasked Estep 
Score: -4443889.000000 Penalty: 2606.956299
	Iteration 0F: 2 clusters Score -4443889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -4418752.500000 Penalty: 5213.912598
	Iteration 0F: 3 clusters Score -4418752 nChanged 16806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -4427866.500000 Penalty: 5213.912598
	Iteration 1F: 3 clusters Score -4427866 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -4428638.500000 Penalty: 5213.912598
	Iteration 2Q: 3 clusters Score -4428638 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -4429703.500000 Penalty: 5213.912598
	Iteration 3Q: 3 clusters Score -4429704 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -4431046.000000 Penalty: 5213.912598
	Iteration 4F: 3 clusters Score -4431046 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -4432515.500000 Penalty: 5213.912598
	Iteration 5F: 3 clusters Score -4432516 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -4434213.500000 Penalty: 5213.912598
	Iteration 6F: 3 clusters Score -4434214 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -4436217.500000 Penalty: 5213.912598
	Iteration 7F: 3 clusters Score -4436218 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -4438541.000000 Penalty: 5213.912598
	Iteration 8F: 3 clusters Score -4438541 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -4440536.000000 Penalty: 5213.912598
	Iteration 9F: 3 clusters Score -4440536 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -4441597.500000 Penalty: 5213.912598
	Iteration 10Q: 3 clusters Score -4441598 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -4442088.000000 Penalty: 5213.912598
	Iteration 11Q: 3 clusters Score -4442088 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -4442317.000000 Penalty: 5213.912598
	Iteration 12Q: 3 clusters Score -4442317 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -4442442.500000 Penalty: 5213.912598
	Iteration 13Q: 3 clusters Score -4442442 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -4442557.500000 Penalty: 5213.912598
	Iteration 14Q: 3 clusters Score -4442558 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -4442648.000000 Penalty: 5213.912598
	Iteration 15Q: 3 clusters Score -4442648 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -4442741.000000 Penalty: 5213.912598
	Iteration 16Q: 3 clusters Score -4442741 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -4442764.000000 Penalty: 5213.912598
	Iteration 17Q: 3 clusters Score -4442764 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -4442827.000000 Penalty: 5213.912598
	Iteration 18Q: 3 clusters Score -4442827 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -4442860.500000 Penalty: 5213.912598
	Iteration 19Q: 3 clusters Score -4442860 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -4442909.500000 Penalty: 5213.912598
	Iteration 20F: 3 clusters Score -4442910 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -4442964.000000 Penalty: 5213.912598
	Iteration 21Q: 3 clusters Score -4442964 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -4443006.500000 Penalty: 5213.912598
	Iteration 22Q: 3 clusters Score -4443006 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -4443043.000000 Penalty: 5213.912598
	Iteration 23Q: 3 clusters Score -4443043 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4443083 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -4443109.000000 Penalty: 5213.912598
	Iteration 25Q: 3 clusters Score -4443109 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -4443136.500000 Penalty: 5213.912598
	Iteration 26Q: 3 clusters Score -4443136 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -4443159.500000 Penalty: 5213.912598
	Iteration 27Q: 3 clusters Score -4443160 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -4443190.500000 Penalty: 5213.912598
	Iteration 28Q: 3 clusters Score -4443190 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -4443204.000000 Penalty: 5213.912598
	Iteration 29Q: 3 clusters Score -4443204 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -4443222.500000 Penalty: 5213.912598
	Iteration 30Q: 3 clusters Score -4443222 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -4443245.000000 Penalty: 5213.912598
	Iteration 31Q: 3 clusters Score -4443245 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -4443268.500000 Penalty: 5213.912598
	Iteration 32Q: 3 clusters Score -4443268 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -4443273.500000 Penalty: 5213.912598
	Iteration 33Q: 3 clusters Score -4443274 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -4443290.500000 Penalty: 5213.912598
	Iteration 34Q: 3 clusters Score -4443290 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4443292 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -4443291.500000 Penalty: 5213.912598
	Iteration 36Q: 3 clusters Score -4443292 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -4443311.000000 Penalty: 5213.912598
	Iteration 37Q: 3 clusters Score -4443311 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -4443319.000000 Penalty: 5213.912598
	Iteration 38Q: 3 clusters Score -4443319 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -4443326.500000 Penalty: 5213.912598
	Iteration 39Q: 3 clusters Score -4443326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -4443336.000000 Penalty: 5213.912598
	Iteration 40F: 3 clusters Score -4443336 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -4443333.000000 Penalty: 5213.912598
	Iteration 41Q: 3 clusters Score -4443333 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -4443331.000000 Penalty: 5213.912598
	Iteration 42Q: 3 clusters Score -4443331 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -4443351.000000 Penalty: 5213.912598
	Iteration 43Q: 3 clusters Score -4443351 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -4443349.000000 Penalty: 5213.912598
	Iteration 44Q: 3 clusters Score -4443349 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -4443358.000000 Penalty: 5213.912598
	Iteration 45Q: 3 clusters Score -4443358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4443364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -4443355.500000 Penalty: 5213.912598
	Iteration 47Q: 3 clusters Score -4443356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -4443355.500000 Penalty: 5213.912598
	Iteration 48Q: 3 clusters Score -4443356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -4443353.000000 Penalty: 5213.912598
	Iteration 49Q: 3 clusters Score -4443353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -4443358.000000 Penalty: 5213.912598
	Iteration 50Q: 3 clusters Score -4443358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -4443363.000000 Penalty: 5213.912598
	Iteration 51Q: 3 clusters Score -4443363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -4443363.500000 Penalty: 5213.912598
	Iteration 52Q: 3 clusters Score -4443364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -4443363.000000 Penalty: 5213.912598
	Iteration 53Q: 3 clusters Score -4443363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -4443374.500000 Penalty: 5213.912598
	Iteration 54Q: 3 clusters Score -4443374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -4443376.000000 Penalty: 5213.912598
	Iteration 55Q: 3 clusters Score -4443376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -4443377.500000 Penalty: 5213.912598
	Iteration 56Q: 3 clusters Score -4443378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -4443378.000000 Penalty: 5213.912598
	Iteration 57Q: 3 clusters Score -4443378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -4443379.500000 Penalty: 5213.912598
	Iteration 58Q: 3 clusters Score -4443380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -4443375.500000 Penalty: 5213.912598
	Iteration 59Q: 3 clusters Score -4443376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -4443382.500000 Penalty: 5213.912598
	Iteration 60F: 3 clusters Score -4443382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -4443385.000000 Penalty: 5213.912598
	Iteration 61Q: 3 clusters Score -4443385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -4443375.500000 Penalty: 5213.912598
	Iteration 62Q: 3 clusters Score -4443376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -4443376.000000 Penalty: 5213.912598
	Iteration 63Q: 3 clusters Score -4443376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -4443380.500000 Penalty: 5213.912598
	Iteration 64Q: 3 clusters Score -4443380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -4443374.000000 Penalty: 5213.912598
	Iteration 65Q: 3 clusters Score -4443374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -4443373.000000 Penalty: 5213.912598
	Iteration 66Q: 3 clusters Score -4443373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -4443372.500000 Penalty: 5213.912598
	Iteration 67Q: 3 clusters Score -4443372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -4443379.500000 Penalty: 5213.912598
	Iteration 68Q: 3 clusters Score -4443380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -4443381.000000 Penalty: 5213.912598
	Iteration 69Q: 3 clusters Score -4443381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -4443379.000000 Penalty: 5213.912598
	Iteration 70Q: 3 clusters Score -4443379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -4443381.000000 Penalty: 5213.912598
	Iteration 71Q: 3 clusters Score -4443381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -4443380.500000 Penalty: 5213.912598
	Iteration 72Q: 3 clusters Score -4443380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -4443375.500000 Penalty: 5213.912598
	Iteration 73Q: 3 clusters Score -4443376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -4443373.500000 Penalty: 5213.912598
	Iteration 74Q: 3 clusters Score -4443374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -4443376.500000 Penalty: 5213.912598
	Iteration 75Q: 3 clusters Score -4443376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -4443381.000000 Penalty: 5213.912598
	Iteration 76Q: 3 clusters Score -4443381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -4443373.000000 Penalty: 5213.912598
	Iteration 77Q: 3 clusters Score -4443373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -4443377.000000 Penalty: 5213.912598
	Iteration 78Q: 3 clusters Score -4443377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -4443380.500000 Penalty: 5213.912598
	Iteration 79Q: 3 clusters Score -4443380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -4443380.500000 Penalty: 5213.912598
	Iteration 80F: 3 clusters Score -4443380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -4443381.000000 Penalty: 5213.912598
	Iteration 81Q: 3 clusters Score -4443381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -4443384.500000 Penalty: 5213.912598
	Iteration 82Q: 3 clusters Score -4443384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -4443381.000000 Penalty: 5213.912598
	Iteration 83Q: 3 clusters Score -4443381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -4443384.000000 Penalty: 5213.912598
	Iteration 84Q: 3 clusters Score -4443384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -4443379.500000 Penalty: 5213.912598
	Iteration 85Q: 3 clusters Score -4443380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -4443384.000000 Penalty: 5213.912598
	Iteration 86Q: 3 clusters Score -4443384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -4443382.500000 Penalty: 5213.912598
	Iteration 87Q: 3 clusters Score -4443382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -4443380.000000 Penalty: 5213.912598
	Iteration 88Q: 3 clusters Score -4443380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -4443378.500000 Penalty: 5213.912598
	Iteration 89Q: 3 clusters Score -4443378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -4443379.500000 Penalty: 5213.912598
	Iteration 90Q: 3 clusters Score -4443380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -4443385.000000 Penalty: 5213.912598
	Iteration 91Q: 3 clusters Score -4443385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4443384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -4443387.500000 Penalty: 5213.912598
	Iteration 93Q: 3 clusters Score -4443388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -4443390.000000 Penalty: 5213.912598
	Iteration 94Q: 3 clusters Score -4443390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -4443390.500000 Penalty: 5213.912598
	Iteration 95Q: 3 clusters Score -4443390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -4443389.000000 Penalty: 5213.912598
	Iteration 96Q: 3 clusters Score -4443389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -4443389.500000 Penalty: 5213.912598
	Iteration 97Q: 3 clusters Score -4443390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4443389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4443390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4443391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10579 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1280585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1272588 nChanged 4432
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1274811 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1275093 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1275305.875000 Penalty: 4596.246582
	Iteration 3Q: 3 clusters Score -1275306 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1275474.875000 Penalty: 4596.246582
	Iteration 4Q: 3 clusters Score -1275475 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1275620 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1275768.250000 Penalty: 4596.246582
	Iteration 6Q: 3 clusters Score -1275768 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1275960.125000 Penalty: 4596.246582
	Iteration 7Q: 3 clusters Score -1275960 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1276205.625000 Penalty: 4596.246582
	Iteration 8Q: 3 clusters Score -1276206 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1276496.250000 Penalty: 4596.246582
	Iteration 9Q: 3 clusters Score -1276496 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1276836.500000 Penalty: 4596.246582
	Iteration 10Q: 3 clusters Score -1276836 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1277173.375000 Penalty: 4596.246582
	Iteration 11Q: 3 clusters Score -1277173 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1277532.750000 Penalty: 4596.246582
	Iteration 12Q: 3 clusters Score -1277533 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1277840.500000 Penalty: 4596.246582
	Iteration 13Q: 3 clusters Score -1277840 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1278034.375000 Penalty: 4596.246582
	Iteration 14Q: 3 clusters Score -1278034 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1278185.625000 Penalty: 4596.246582
	Iteration 15Q: 3 clusters Score -1278186 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1278303.375000 Penalty: 4596.246582
	Iteration 16Q: 3 clusters Score -1278303 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1278387.000000 Penalty: 4596.246582
	Iteration 17Q: 3 clusters Score -1278387 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1278447.875000 Penalty: 4596.246582
	Iteration 18Q: 3 clusters Score -1278448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1278488.125000 Penalty: 4596.246582
	Iteration 19Q: 3 clusters Score -1278488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1278514.000000 Penalty: 4596.246582
	Iteration 20F: 3 clusters Score -1278514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1278529.125000 Penalty: 4596.246582
	Iteration 21Q: 3 clusters Score -1278529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1278544.625000 Penalty: 4596.246582
	Iteration 22Q: 3 clusters Score -1278545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1278555.250000 Penalty: 4596.246582
	Iteration 23Q: 3 clusters Score -1278555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1278560.750000 Penalty: 4596.246582
	Iteration 24Q: 3 clusters Score -1278561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1278565.875000 Penalty: 4596.246582
	Iteration 25Q: 3 clusters Score -1278566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1278570.250000 Penalty: 4596.246582
	Iteration 26Q: 3 clusters Score -1278570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1278575.625000 Penalty: 4596.246582
	Iteration 27Q: 3 clusters Score -1278576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1278582.875000 Penalty: 4596.246582
	Iteration 28Q: 3 clusters Score -1278583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1278585.000000 Penalty: 4596.246582
	Iteration 29Q: 3 clusters Score -1278585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1278585.625000 Penalty: 4596.246582
	Iteration 30Q: 3 clusters Score -1278586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1278596.500000 Penalty: 4596.246582
	Iteration 31Q: 3 clusters Score -1278596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1278600.500000 Penalty: 4596.246582
	Iteration 32Q: 3 clusters Score -1278600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1278606.750000 Penalty: 4596.246582
	Iteration 33Q: 3 clusters Score -1278607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1278609.125000 Penalty: 4596.246582
	Iteration 34Q: 3 clusters Score -1278609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1278613.500000 Penalty: 4596.246582
	Iteration 35Q: 3 clusters Score -1278614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1278614.125000 Penalty: 4596.246582
	Iteration 36Q: 3 clusters Score -1278614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1278617.875000 Penalty: 4596.246582
	Iteration 37Q: 3 clusters Score -1278618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1278619.125000 Penalty: 4596.246582
	Iteration 38Q: 3 clusters Score -1278619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1278619.125000 Penalty: 4596.246582
	Iteration 39F: 3 clusters Score -1278619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Entering Unmasked Estep 
Score: -583693.500000 Penalty: 2103.479736
	Iteration 0F: 2 clusters Score -583693.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -579275.437500 Penalty: 4206.959473
	Iteration 0F: 3 clusters Score -579275.4 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -580291.187500 Penalty: 4206.959473
	Iteration 1F: 3 clusters Score -580291.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -580538.062500 Penalty: 4206.959473
	Iteration 2F: 3 clusters Score -580538.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -580787.000000 Penalty: 4206.959473
	Iteration 3F: 3 clusters Score -580787 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -581075.250000 Penalty: 4206.959473
	Iteration 4F: 3 clusters Score -581075.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -581434.875000 Penalty: 4206.959473
	Iteration 5F: 3 clusters Score -581434.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -581724.125000 Penalty: 4206.959473
	Iteration 6F: 3 clusters Score -581724.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -582001.250000 Penalty: 4206.959473
	Iteration 7F: 3 clusters Score -582001.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -582271.750000 Penalty: 4206.959473
	Iteration 8F: 3 clusters Score -582271.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -582480.500000 Penalty: 4206.959473
	Iteration 9Q: 3 clusters Score -582480.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -582635.562500 Penalty: 4206.959473
	Iteration 10Q: 3 clusters Score -582635.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -582732.750000 Penalty: 4206.959473
	Iteration 11Q: 3 clusters Score -582732.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -582802.625000 Penalty: 4206.959473
	Iteration 12Q: 3 clusters Score -582802.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -582848.062500 Penalty: 4206.959473
	Iteration 13Q: 3 clusters Score -582848.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -582882.687500 Penalty: 4206.959473
	Iteration 14Q: 3 clusters Score -582882.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -582918.812500 Penalty: 4206.959473
	Iteration 15Q: 3 clusters Score -582918.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -582955.125000 Penalty: 4206.959473
	Iteration 16Q: 3 clusters Score -582955.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -582984.812500 Penalty: 4206.959473
	Iteration 17Q: 3 clusters Score -582984.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -583002.250000 Penalty: 4206.959473
	Iteration 18Q: 3 clusters Score -583002.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -583016.500000 Penalty: 4206.959473
	Iteration 19Q: 3 clusters Score -583016.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -583032.500000 Penalty: 4206.959473
	Iteration 20F: 3 clusters Score -583032.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -583047.437500 Penalty: 4206.959473
	Iteration 21Q: 3 clusters Score -583047.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -583057.250000 Penalty: 4206.959473
	Iteration 22Q: 3 clusters Score -583057.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -583063.687500 Penalty: 4206.959473
	Iteration 23Q: 3 clusters Score -583063.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -583068.250000 Penalty: 4206.959473
	Iteration 24Q: 3 clusters Score -583068.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -583073.375000 Penalty: 4206.959473
	Iteration 25Q: 3 clusters Score -583073.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -583076.000000 Penalty: 4206.959473
	Iteration 26Q: 3 clusters Score -583076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -583076.312500 Penalty: 4206.959473
	Iteration 27Q: 3 clusters Score -583076.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -583076.312500 Penalty: 4206.959473
	Iteration 28F: 3 clusters Score -583076.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -67614.031250 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -67614.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66006.960938 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -66006.96 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66286.226562 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -66286.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -66396.390625 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -66396.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66524.445312 Penalty: 3232.031738
	Iteration 3Q: 3 clusters Score -66524.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66612.031250 Penalty: 3232.031738
	Iteration 4Q: 3 clusters Score -66612.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66707.351562 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -66707.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -66828.015625 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -66828.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -66965.867188 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -66965.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -67116.992188 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -67116.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -67315.390625 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -67315.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -67514.789062 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -67514.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67637.984375 Penalty: 3232.031738
	Iteration 11Q: 3 clusters Score -67637.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67696.460938 Penalty: 3232.031738
	Iteration 12Q: 3 clusters Score -67696.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -67754.203125 Penalty: 3232.031738
	Iteration 13Q: 3 clusters Score -67754.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -67781.843750 Penalty: 3232.031738
	Iteration 14Q: 3 clusters Score -67781.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -67804.195312 Penalty: 3232.031738
	Iteration 15Q: 3 clusters Score -67804.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -67812.578125 Penalty: 3232.031738
	Iteration 16Q: 3 clusters Score -67812.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -67825.187500 Penalty: 3232.031738
	Iteration 17Q: 3 clusters Score -67825.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67829.101562 Penalty: 3232.031738
	Iteration 18Q: 3 clusters Score -67829.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -67832.750000 Penalty: 3232.031738
	Iteration 19Q: 3 clusters Score -67832.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -67841.601562 Penalty: 3232.031738
	Iteration 20F: 3 clusters Score -67841.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -67877.718750 Penalty: 3232.031738
	Iteration 21Q: 3 clusters Score -67877.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67879.710938 Penalty: 3232.031738
	Iteration 22Q: 3 clusters Score -67879.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67879.710938 Penalty: 3232.031738
	Iteration 23F: 3 clusters Score -67879.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217966 members 
Mstep: Class 3 contains 49407 members 
Mstep: Class 4 contains 22366 members 
Mstep: Class 5 contains 5862 members 
Mstep: Class 6 contains 2074 members 
Mstep: Class 7 contains 36751 members 
Mstep: Class 8 contains 10579 members 
Mstep: Class 9 contains 4826 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 14 contains 44328 members 
Mstep: Class 15 contains 6279 members 
Mstep: Class 16 contains 4427 members 
Mstep: Class 17 contains 51854 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 171969 members 
Mstep: Class 20 contains 35178 members 
Entering Unmasked Estep 
Score: -80036392.000000 Penalty: 63304.132812
Splitting cluster 10 changes total score from -80037792.000000 to -80036392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Entering Unmasked Estep 
Score: -194904.281250 Penalty: 1836.412109
	Iteration 0F: 2 clusters Score -194904.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -192506.609375 Penalty: 3672.824219
	Iteration 0F: 3 clusters Score -192506.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -192888.859375 Penalty: 3672.824219
	Iteration 1F: 3 clusters Score -192888.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -193006.062500 Penalty: 3672.824219
	Iteration 2F: 3 clusters Score -193006.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -193058.546875 Penalty: 3672.824219
	Iteration 3Q: 3 clusters Score -193058.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -193089.921875 Penalty: 3672.824219
	Iteration 4Q: 3 clusters Score -193089.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -193113.015625 Penalty: 3672.824219
	Iteration 5Q: 3 clusters Score -193113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -193129.296875 Penalty: 3672.824219
	Iteration 6Q: 3 clusters Score -193129.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -193148.531250 Penalty: 3672.824219
	Iteration 7Q: 3 clusters Score -193148.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -193159.718750 Penalty: 3672.824219
	Iteration 8Q: 3 clusters Score -193159.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -193164.296875 Penalty: 3672.824219
	Iteration 9Q: 3 clusters Score -193164.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -193171.453125 Penalty: 3672.824219
	Iteration 10Q: 3 clusters Score -193171.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -193176.828125 Penalty: 3672.824219
	Iteration 11Q: 3 clusters Score -193176.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -193182.218750 Penalty: 3672.824219
	Iteration 12Q: 3 clusters Score -193182.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -193185.703125 Penalty: 3672.824219
	Iteration 13Q: 3 clusters Score -193185.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -193187.328125 Penalty: 3672.824219
	Iteration 14Q: 3 clusters Score -193187.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -193188.515625 Penalty: 3672.824219
	Iteration 15Q: 3 clusters Score -193188.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -193188.515625 Penalty: 3672.824219
	Iteration 16F: 3 clusters Score -193188.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Entering Unmasked Estep 
Score: -5355264.500000 Penalty: 2653.444092
	Iteration 0F: 2 clusters Score -5355264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -5325202.500000 Penalty: 5306.888184
	Iteration 0F: 3 clusters Score -5325202 nChanged 20548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -5336375.000000 Penalty: 5306.888184
	Iteration 1F: 3 clusters Score -5336375 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -5336806.000000 Penalty: 5306.888184
	Iteration 2Q: 3 clusters Score -5336806 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -5337149.500000 Penalty: 5306.888184
	Iteration 3Q: 3 clusters Score -5337150 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -5337494.500000 Penalty: 5306.888184
	Iteration 4Q: 3 clusters Score -5337494 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -5337825.500000 Penalty: 5306.888184
	Iteration 5Q: 3 clusters Score -5337826 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -5338196.000000 Penalty: 5306.888184
	Iteration 6Q: 3 clusters Score -5338196 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -5338716.000000 Penalty: 5306.888184
	Iteration 7Q: 3 clusters Score -5338716 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -5339497.500000 Penalty: 5306.888184
	Iteration 8Q: 3 clusters Score -5339498 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -5340953.500000 Penalty: 5306.888184
	Iteration 9F: 3 clusters Score -5340954 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -5343247.500000 Penalty: 5306.888184
	Iteration 10F: 3 clusters Score -5343248 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -5346101.500000 Penalty: 5306.888184
	Iteration 11F: 3 clusters Score -5346102 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -5348979.000000 Penalty: 5306.888184
	Iteration 12F: 3 clusters Score -5348979 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -5350952.000000 Penalty: 5306.888184
	Iteration 13Q: 3 clusters Score -5350952 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -5352015.500000 Penalty: 5306.888184
	Iteration 14Q: 3 clusters Score -5352016 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -5352441.500000 Penalty: 5306.888184
	Iteration 15Q: 3 clusters Score -5352442 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -5352669.500000 Penalty: 5306.888184
	Iteration 16Q: 3 clusters Score -5352670 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -5352818.500000 Penalty: 5306.888184
	Iteration 17Q: 3 clusters Score -5352818 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -5352869.000000 Penalty: 5306.888184
	Iteration 18Q: 3 clusters Score -5352869 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -5352919.500000 Penalty: 5306.888184
	Iteration 19Q: 3 clusters Score -5352920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -5352964.000000 Penalty: 5306.888184
	Iteration 20F: 3 clusters Score -5352964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -5352982.500000 Penalty: 5306.888184
	Iteration 21Q: 3 clusters Score -5352982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -5353005.000000 Penalty: 5306.888184
	Iteration 22Q: 3 clusters Score -5353005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -5353018.000000 Penalty: 5306.888184
	Iteration 23Q: 3 clusters Score -5353018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -5353029.500000 Penalty: 5306.888184
	Iteration 24Q: 3 clusters Score -5353030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -5353032.000000 Penalty: 5306.888184
	Iteration 25Q: 3 clusters Score -5353032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -5353041.000000 Penalty: 5306.888184
	Iteration 26Q: 3 clusters Score -5353041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -5353047.500000 Penalty: 5306.888184
	Iteration 27Q: 3 clusters Score -5353048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -5353047.000000 Penalty: 5306.888184
	Iteration 28Q: 3 clusters Score -5353047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -5353054.500000 Penalty: 5306.888184
	Iteration 29Q: 3 clusters Score -5353054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -5353057.500000 Penalty: 5306.888184
	Iteration 30Q: 3 clusters Score -5353058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -5353059.500000 Penalty: 5306.888184
	Iteration 31Q: 3 clusters Score -5353060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -5353064.500000 Penalty: 5306.888184
	Iteration 32Q: 3 clusters Score -5353064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -5353055.500000 Penalty: 5306.888184
	Iteration 33Q: 3 clusters Score -5353056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -5353060.000000 Penalty: 5306.888184
	Iteration 34Q: 3 clusters Score -5353060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -5353063.500000 Penalty: 5306.888184
	Iteration 35Q: 3 clusters Score -5353064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -5353068.500000 Penalty: 5306.888184
	Iteration 36Q: 3 clusters Score -5353068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -5353065.500000 Penalty: 5306.888184
	Iteration 37Q: 3 clusters Score -5353066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -5353071.500000 Penalty: 5306.888184
	Iteration 38Q: 3 clusters Score -5353072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -5353071.000000 Penalty: 5306.888184
	Iteration 39Q: 3 clusters Score -5353071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -5353077.500000 Penalty: 5306.888184
	Iteration 40F: 3 clusters Score -5353078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -5353082.500000 Penalty: 5306.888184
	Iteration 41Q: 3 clusters Score -5353082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -5353083.000000 Penalty: 5306.888184
	Iteration 42Q: 3 clusters Score -5353083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -5353082.000000 Penalty: 5306.888184
	Iteration 43Q: 3 clusters Score -5353082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -5353082.500000 Penalty: 5306.888184
	Iteration 44Q: 3 clusters Score -5353082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -5353082.500000 Penalty: 5306.888184
	Iteration 45F: 3 clusters Score -5353082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Entering Unmasked Estep 
Score: -702783.187500 Penalty: 2168.751465
	Iteration 0F: 2 clusters Score -702783.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -697523.437500 Penalty: 4337.502930
	Iteration 0F: 3 clusters Score -697523.4 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -699124.187500 Penalty: 4337.502930
	Iteration 1F: 3 clusters Score -699124.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -699577.062500 Penalty: 4337.502930
	Iteration 2F: 3 clusters Score -699577.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -700009.125000 Penalty: 4337.502930
	Iteration 3F: 3 clusters Score -700009.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -700411.562500 Penalty: 4337.502930
	Iteration 4F: 3 clusters Score -700411.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -700770.500000 Penalty: 4337.502930
	Iteration 5F: 3 clusters Score -700770.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -701101.312500 Penalty: 4337.502930
	Iteration 6F: 3 clusters Score -701101.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -701394.812500 Penalty: 4337.502930
	Iteration 7F: 3 clusters Score -701394.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -701675.562500 Penalty: 4337.502930
	Iteration 8Q: 3 clusters Score -701675.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -701936.062500 Penalty: 4337.502930
	Iteration 9Q: 3 clusters Score -701936.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -702245.500000 Penalty: 4337.502930
	Iteration 10Q: 3 clusters Score -702245.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -702535.375000 Penalty: 4337.502930
	Iteration 11Q: 3 clusters Score -702535.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -702743.625000 Penalty: 4337.502930
	Iteration 12Q: 3 clusters Score -702743.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -702840.375000 Penalty: 4337.502930
	Iteration 13Q: 3 clusters Score -702840.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -702869.312500 Penalty: 4337.502930
	Iteration 14Q: 3 clusters Score -702869.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -702883.875000 Penalty: 4337.502930
	Iteration 15Q: 3 clusters Score -702883.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -702889.437500 Penalty: 4337.502930
	Iteration 16Q: 3 clusters Score -702889.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -702896.062500 Penalty: 4337.502930
	Iteration 17Q: 3 clusters Score -702896.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -702899.437500 Penalty: 4337.502930
	Iteration 18Q: 3 clusters Score -702899.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -702901.937500 Penalty: 4337.502930
	Iteration 19Q: 3 clusters Score -702901.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -702902.625000 Penalty: 4337.502930
	Iteration 20F: 3 clusters Score -702902.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -702902.062500 Penalty: 4337.502930
	Iteration 21Q: 3 clusters Score -702902.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -702902.062500 Penalty: 4337.502930
	Iteration 22F: 3 clusters Score -702902.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217966 members 
Mstep: Class 3 contains 49407 members 
Mstep: Class 4 contains 22366 members 
Mstep: Class 5 contains 5862 members 
Mstep: Class 6 contains 2074 members 
Mstep: Class 7 contains 36751 members 
Mstep: Class 8 contains 10579 members 
Mstep: Class 9 contains 4826 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 12 contains 5390 members 
Mstep: Class 14 contains 44328 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 4427 members 
Mstep: Class 17 contains 51854 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 171969 members 
Mstep: Class 20 contains 35178 members 
Entering Unmasked Estep 
Score: -80036696.000000 Penalty: 63304.132812
Splitting cluster 15 changes total score from -80037792.000000 to -80036696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (4427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Entering Unmasked Estep 
Score: -506904.781250 Penalty: 2082.078369
	Iteration 0F: 2 clusters Score -506904.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -502761.312500 Penalty: 4164.156738
	Iteration 0F: 3 clusters Score -502761.3 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -503702.968750 Penalty: 4164.156738
	Iteration 1F: 3 clusters Score -503703 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -503854.250000 Penalty: 4164.156738
	Iteration 2F: 3 clusters Score -503854.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -503924.781250 Penalty: 4164.156738
	Iteration 3Q: 3 clusters Score -503924.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -503972.406250 Penalty: 4164.156738
	Iteration 4Q: 3 clusters Score -503972.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -504022.281250 Penalty: 4164.156738
	Iteration 5Q: 3 clusters Score -504022.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -504068.343750 Penalty: 4164.156738
	Iteration 6Q: 3 clusters Score -504068.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -504113.718750 Penalty: 4164.156738
	Iteration 7Q: 3 clusters Score -504113.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -504188.875000 Penalty: 4164.156738
	Iteration 8Q: 3 clusters Score -504188.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -504311.000000 Penalty: 4164.156738
	Iteration 9Q: 3 clusters Score -504311 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -504469.656250 Penalty: 4164.156738
	Iteration 10Q: 3 clusters Score -504469.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -504636.250000 Penalty: 4164.156738
	Iteration 11Q: 3 clusters Score -504636.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -504785.562500 Penalty: 4164.156738
	Iteration 12Q: 3 clusters Score -504785.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -504924.562500 Penalty: 4164.156738
	Iteration 13Q: 3 clusters Score -504924.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -505038.875000 Penalty: 4164.156738
	Iteration 14Q: 3 clusters Score -505038.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -505134.593750 Penalty: 4164.156738
	Iteration 15Q: 3 clusters Score -505134.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -505206.062500 Penalty: 4164.156738
	Iteration 16Q: 3 clusters Score -505206.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -505280.562500 Penalty: 4164.156738
	Iteration 17Q: 3 clusters Score -505280.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -505342.062500 Penalty: 4164.156738
	Iteration 18Q: 3 clusters Score -505342.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -505403.281250 Penalty: 4164.156738
	Iteration 19Q: 3 clusters Score -505403.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -505457.156250 Penalty: 4164.156738
	Iteration 20F: 3 clusters Score -505457.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -505505.062500 Penalty: 4164.156738
	Iteration 21Q: 3 clusters Score -505505.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -505543.125000 Penalty: 4164.156738
	Iteration 22Q: 3 clusters Score -505543.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -505570.906250 Penalty: 4164.156738
	Iteration 23Q: 3 clusters Score -505570.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -505585.812500 Penalty: 4164.156738
	Iteration 24Q: 3 clusters Score -505585.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -505599.093750 Penalty: 4164.156738
	Iteration 25Q: 3 clusters Score -505599.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -505614.781250 Penalty: 4164.156738
	Iteration 26Q: 3 clusters Score -505614.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -505625.187500 Penalty: 4164.156738
	Iteration 27Q: 3 clusters Score -505625.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -505638.281250 Penalty: 4164.156738
	Iteration 28Q: 3 clusters Score -505638.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -505650.593750 Penalty: 4164.156738
	Iteration 29Q: 3 clusters Score -505650.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -505657.875000 Penalty: 4164.156738
	Iteration 30Q: 3 clusters Score -505657.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -505665.468750 Penalty: 4164.156738
	Iteration 31Q: 3 clusters Score -505665.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -505674.937500 Penalty: 4164.156738
	Iteration 32Q: 3 clusters Score -505674.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -505680.031250 Penalty: 4164.156738
	Iteration 33Q: 3 clusters Score -505680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -505684.218750 Penalty: 4164.156738
	Iteration 34Q: 3 clusters Score -505684.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -505686.281250 Penalty: 4164.156738
	Iteration 35Q: 3 clusters Score -505686.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -505689.187500 Penalty: 4164.156738
	Iteration 36Q: 3 clusters Score -505689.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -505692.656250 Penalty: 4164.156738
	Iteration 37Q: 3 clusters Score -505692.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -505693.843750 Penalty: 4164.156738
	Iteration 38Q: 3 clusters Score -505693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -505695.281250 Penalty: 4164.156738
	Iteration 39Q: 3 clusters Score -505695.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -505695.875000 Penalty: 4164.156738
	Iteration 40F: 3 clusters Score -505695.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Entering Unmasked Estep 
Score: -6061457.000000 Penalty: 2692.334473
	Iteration 0F: 2 clusters Score -6061457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -6026347.500000 Penalty: 5384.668945
	Iteration 0F: 3 clusters Score -6026348 nChanged 24086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -6039923.500000 Penalty: 5384.668945
	Iteration 1F: 3 clusters Score -6039924 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -6040398.000000 Penalty: 5384.668945
	Iteration 2Q: 3 clusters Score -6040398 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -6040913.000000 Penalty: 5384.668945
	Iteration 3Q: 3 clusters Score -6040913 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -6041465.000000 Penalty: 5384.668945
	Iteration 4Q: 3 clusters Score -6041465 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -6042038.500000 Penalty: 5384.668945
	Iteration 5Q: 3 clusters Score -6042038 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -6042814.000000 Penalty: 5384.668945
	Iteration 6Q: 3 clusters Score -6042814 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -6043690.500000 Penalty: 5384.668945
	Iteration 7Q: 3 clusters Score -6043690 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -6044691.500000 Penalty: 5384.668945
	Iteration 8Q: 3 clusters Score -6044692 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -6045925.500000 Penalty: 5384.668945
	Iteration 9Q: 3 clusters Score -6045926 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -6047390.500000 Penalty: 5384.668945
	Iteration 10Q: 3 clusters Score -6047390 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -6048836.500000 Penalty: 5384.668945
	Iteration 11Q: 3 clusters Score -6048836 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -6050232.500000 Penalty: 5384.668945
	Iteration 12Q: 3 clusters Score -6050232 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -6051587.000000 Penalty: 5384.668945
	Iteration 13Q: 3 clusters Score -6051587 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -6052848.500000 Penalty: 5384.668945
	Iteration 14Q: 3 clusters Score -6052848 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -6054002.500000 Penalty: 5384.668945
	Iteration 15Q: 3 clusters Score -6054002 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -6055057.000000 Penalty: 5384.668945
	Iteration 16Q: 3 clusters Score -6055057 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -6055932.500000 Penalty: 5384.668945
	Iteration 17Q: 3 clusters Score -6055932 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -6056610.000000 Penalty: 5384.668945
	Iteration 18Q: 3 clusters Score -6056610 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47373 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -6057158.000000 Penalty: 5384.668945
	Iteration 19Q: 3 clusters Score -6057158 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -6057656.000000 Penalty: 5384.668945
	Iteration 20F: 3 clusters Score -6057656 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -6058038.000000 Penalty: 5384.668945
	Iteration 21Q: 3 clusters Score -6058038 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -6058315.500000 Penalty: 5384.668945
	Iteration 22Q: 3 clusters Score -6058316 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -6058493.000000 Penalty: 5384.668945
	Iteration 23Q: 3 clusters Score -6058493 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -6058642.000000 Penalty: 5384.668945
	Iteration 24Q: 3 clusters Score -6058642 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -6058747.000000 Penalty: 5384.668945
	Iteration 25Q: 3 clusters Score -6058747 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6058816.500000 Penalty: 5384.668945
	Iteration 26Q: 3 clusters Score -6058816 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -6058891.500000 Penalty: 5384.668945
	Iteration 27Q: 3 clusters Score -6058892 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6058941.000000 Penalty: 5384.668945
	Iteration 28Q: 3 clusters Score -6058941 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6058982.000000 Penalty: 5384.668945
	Iteration 29Q: 3 clusters Score -6058982 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50641 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6059015.500000 Penalty: 5384.668945
	Iteration 30Q: 3 clusters Score -6059016 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6059037.000000 Penalty: 5384.668945
	Iteration 31Q: 3 clusters Score -6059037 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50729 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6059057.500000 Penalty: 5384.668945
	Iteration 32Q: 3 clusters Score -6059058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6059092.000000 Penalty: 5384.668945
	Iteration 33Q: 3 clusters Score -6059092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -6059103.500000 Penalty: 5384.668945
	Iteration 34Q: 3 clusters Score -6059104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6059118.500000 Penalty: 5384.668945
	Iteration 35Q: 3 clusters Score -6059118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6059133.500000 Penalty: 5384.668945
	Iteration 36Q: 3 clusters Score -6059134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6059135.500000 Penalty: 5384.668945
	Iteration 37Q: 3 clusters Score -6059136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50853 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6059151.500000 Penalty: 5384.668945
	Iteration 38Q: 3 clusters Score -6059152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6059157.500000 Penalty: 5384.668945
	Iteration 39Q: 3 clusters Score -6059158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6059165.500000 Penalty: 5384.668945
	Iteration 40F: 3 clusters Score -6059166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6059173.500000 Penalty: 5384.668945
	Iteration 41Q: 3 clusters Score -6059174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6059178.000000 Penalty: 5384.668945
	Iteration 42Q: 3 clusters Score -6059178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6059181.000000 Penalty: 5384.668945
	Iteration 43Q: 3 clusters Score -6059181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6059184.500000 Penalty: 5384.668945
	Iteration 44Q: 3 clusters Score -6059184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6059188.500000 Penalty: 5384.668945
	Iteration 45Q: 3 clusters Score -6059188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50901 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6059188.000000 Penalty: 5384.668945
	Iteration 46Q: 3 clusters Score -6059188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6059180.000000 Penalty: 5384.668945
	Iteration 47Q: 3 clusters Score -6059180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6059187.500000 Penalty: 5384.668945
	Iteration 48Q: 3 clusters Score -6059188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -6059196.500000 Penalty: 5384.668945
	Iteration 49Q: 3 clusters Score -6059196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6059203.500000 Penalty: 5384.668945
	Iteration 50Q: 3 clusters Score -6059204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50944 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -6059201.500000 Penalty: 5384.668945
	Iteration 51Q: 3 clusters Score -6059202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6059205.500000 Penalty: 5384.668945
	Iteration 52Q: 3 clusters Score -6059206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6059207.000000 Penalty: 5384.668945
	Iteration 53Q: 3 clusters Score -6059207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6059219.500000 Penalty: 5384.668945
	Iteration 54Q: 3 clusters Score -6059220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6059220.500000 Penalty: 5384.668945
	Iteration 55Q: 3 clusters Score -6059220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6059212.000000 Penalty: 5384.668945
	Iteration 56Q: 3 clusters Score -6059212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6059221.500000 Penalty: 5384.668945
	Iteration 57Q: 3 clusters Score -6059222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6059230.000000 Penalty: 5384.668945
	Iteration 58Q: 3 clusters Score -6059230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6059226.500000 Penalty: 5384.668945
	Iteration 59Q: 3 clusters Score -6059226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6059224.500000 Penalty: 5384.668945
	Iteration 60F: 3 clusters Score -6059224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -6059228.500000 Penalty: 5384.668945
	Iteration 61Q: 3 clusters Score -6059228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50988 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6059227.500000 Penalty: 5384.668945
	Iteration 62Q: 3 clusters Score -6059228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50988 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6059233.000000 Penalty: 5384.668945
	Iteration 63Q: 3 clusters Score -6059233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50990 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6059231.500000 Penalty: 5384.668945
	Iteration 64Q: 3 clusters Score -6059232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6059233.500000 Penalty: 5384.668945
	Iteration 65Q: 3 clusters Score -6059234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6059233.500000 Penalty: 5384.668945
	Iteration 66F: 3 clusters Score -6059234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Entering Unmasked Estep 
Score: -1818319.375000 Penalty: 2387.236572
	Iteration 0F: 2 clusters Score -1818319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1807278.375000 Penalty: 4774.473145
	Iteration 0F: 3 clusters Score -1807278 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1810722.500000 Penalty: 4774.473145
	Iteration 1F: 3 clusters Score -1810722 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1811120.500000 Penalty: 4774.473145
	Iteration 2F: 3 clusters Score -1811120 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1811405.875000 Penalty: 4774.473145
	Iteration 3Q: 3 clusters Score -1811406 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1811719.000000 Penalty: 4774.473145
	Iteration 4Q: 3 clusters Score -1811719 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1812105.750000 Penalty: 4774.473145
	Iteration 5Q: 3 clusters Score -1812106 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1812584.875000 Penalty: 4774.473145
	Iteration 6F: 3 clusters Score -1812585 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1813211.000000 Penalty: 4774.473145
	Iteration 7F: 3 clusters Score -1813211 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1813924.500000 Penalty: 4774.473145
	Iteration 8F: 3 clusters Score -1813924 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1814661.250000 Penalty: 4774.473145
	Iteration 9F: 3 clusters Score -1814661 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1815322.000000 Penalty: 4774.473145
	Iteration 10F: 3 clusters Score -1815322 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1815925.875000 Penalty: 4774.473145
	Iteration 11Q: 3 clusters Score -1815926 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1816344.000000 Penalty: 4774.473145
	Iteration 12Q: 3 clusters Score -1816344 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1816627.500000 Penalty: 4774.473145
	Iteration 13Q: 3 clusters Score -1816628 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1816774.125000 Penalty: 4774.473145
	Iteration 14Q: 3 clusters Score -1816774 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1816859.000000 Penalty: 4774.473145
	Iteration 15Q: 3 clusters Score -1816859 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1816895.750000 Penalty: 4774.473145
	Iteration 16Q: 3 clusters Score -1816896 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1816927.750000 Penalty: 4774.473145
	Iteration 17Q: 3 clusters Score -1816928 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1816941.000000 Penalty: 4774.473145
	Iteration 18Q: 3 clusters Score -1816941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1816951.375000 Penalty: 4774.473145
	Iteration 19Q: 3 clusters Score -1816951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1816961.875000 Penalty: 4774.473145
	Iteration 20F: 3 clusters Score -1816962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1816970.000000 Penalty: 4774.473145
	Iteration 21Q: 3 clusters Score -1816970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1816972.750000 Penalty: 4774.473145
	Iteration 22Q: 3 clusters Score -1816973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1816976.375000 Penalty: 4774.473145
	Iteration 23Q: 3 clusters Score -1816976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1816978.375000 Penalty: 4774.473145
	Iteration 24Q: 3 clusters Score -1816978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1816978.375000 Penalty: 4774.473145
	Iteration 25F: 3 clusters Score -1816978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (171969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171969 members 
Entering Unmasked Estep 
Score: -20455594.000000 Penalty: 2989.657227
	Iteration 0F: 2 clusters Score -2.045559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86104 members 
Mstep: Class 2 contains 85865 members 
Entering Unmasked Estep 
Score: -20343670.000000 Penalty: 5979.314453
	Iteration 0F: 3 clusters Score -2.034367e+07 nChanged 82651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84753 members 
Mstep: Class 2 contains 87216 members 
Entering Unmasked Estep 
Score: -20392814.000000 Penalty: 5979.314453
	Iteration 1F: 3 clusters Score -2.039281e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83936 members 
Mstep: Class 2 contains 88033 members 
Entering Unmasked Estep 
Score: -20395554.000000 Penalty: 5979.314453
	Iteration 2Q: 3 clusters Score -2.039555e+07 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82576 members 
Mstep: Class 2 contains 89393 members 
Entering Unmasked Estep 
Score: -20399892.000000 Penalty: 5979.314453
	Iteration 3Q: 3 clusters Score -2.039989e+07 nChanged 10195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80361 members 
Mstep: Class 2 contains 91608 members 
Entering Unmasked Estep 
Score: -20405900.000000 Penalty: 5979.314453
	Iteration 4F: 3 clusters Score -2.04059e+07 nChanged 11703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76970 members 
Mstep: Class 2 contains 94999 members 
Entering Unmasked Estep 
Score: -20413568.000000 Penalty: 5979.314453
	Iteration 5F: 3 clusters Score -2.041357e+07 nChanged 12202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72652 members 
Mstep: Class 2 contains 99317 members 
Entering Unmasked Estep 
Score: -20421618.000000 Penalty: 5979.314453
	Iteration 6F: 3 clusters Score -2.042162e+07 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67735 members 
Mstep: Class 2 contains 104234 members 
Entering Unmasked Estep 
Score: -20430146.000000 Penalty: 5979.314453
	Iteration 7F: 3 clusters Score -2.043015e+07 nChanged 9758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63009 members 
Mstep: Class 2 contains 108960 members 
Entering Unmasked Estep 
Score: -20436676.000000 Penalty: 5979.314453
	Iteration 8F: 3 clusters Score -2.043668e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59065 members 
Mstep: Class 2 contains 112904 members 
Entering Unmasked Estep 
Score: -20440554.000000 Penalty: 5979.314453
	Iteration 9Q: 3 clusters Score -2.044055e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55570 members 
Mstep: Class 2 contains 116399 members 
Entering Unmasked Estep 
Score: -20442468.000000 Penalty: 5979.314453
	Iteration 10Q: 3 clusters Score -2.044247e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52291 members 
Mstep: Class 2 contains 119678 members 
Entering Unmasked Estep 
Score: -20443692.000000 Penalty: 5979.314453
	Iteration 11Q: 3 clusters Score -2.044369e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 122893 members 
Entering Unmasked Estep 
Score: -20444742.000000 Penalty: 5979.314453
	Iteration 12Q: 3 clusters Score -2.044474e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 126096 members 
Entering Unmasked Estep 
Score: -20445762.000000 Penalty: 5979.314453
	Iteration 13Q: 3 clusters Score -2.044576e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 129307 members 
Entering Unmasked Estep 
Score: -20447118.000000 Penalty: 5979.314453
	Iteration 14Q: 3 clusters Score -2.044712e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 132440 members 
Entering Unmasked Estep 
Score: -20448374.000000 Penalty: 5979.314453
	Iteration 15Q: 3 clusters Score -2.044837e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 135374 members 
Entering Unmasked Estep 
Score: -20449422.000000 Penalty: 5979.314453
	Iteration 16Q: 3 clusters Score -2.044942e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 138088 members 
Entering Unmasked Estep 
Score: -20450372.000000 Penalty: 5979.314453
	Iteration 17Q: 3 clusters Score -2.045037e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 140627 members 
Entering Unmasked Estep 
Score: -20451116.000000 Penalty: 5979.314453
	Iteration 18Q: 3 clusters Score -2.045112e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 142978 members 
Entering Unmasked Estep 
Score: -20451828.000000 Penalty: 5979.314453
	Iteration 19Q: 3 clusters Score -2.045183e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 145252 members 
Entering Unmasked Estep 
Score: -20452472.000000 Penalty: 5979.314453
	Iteration 20F: 3 clusters Score -2.045247e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 147360 members 
Entering Unmasked Estep 
Score: -20452864.000000 Penalty: 5979.314453
	Iteration 21Q: 3 clusters Score -2.045286e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 149362 members 
Entering Unmasked Estep 
Score: -20453424.000000 Penalty: 5979.314453
	Iteration 22Q: 3 clusters Score -2.045342e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 151263 members 
Entering Unmasked Estep 
Score: -20453874.000000 Penalty: 5979.314453
	Iteration 23Q: 3 clusters Score -2.045387e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 153077 members 
Entering Unmasked Estep 
Score: -20454128.000000 Penalty: 5979.314453
	Iteration 24Q: 3 clusters Score -2.045413e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 154793 members 
Entering Unmasked Estep 
Score: -20454386.000000 Penalty: 5979.314453
	Iteration 25Q: 3 clusters Score -2.045439e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 156418 members 
Entering Unmasked Estep 
Score: -20454636.000000 Penalty: 5979.314453
	Iteration 26Q: 3 clusters Score -2.045464e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 157882 members 
Entering Unmasked Estep 
Score: -20454822.000000 Penalty: 5979.314453
	Iteration 27Q: 3 clusters Score -2.045482e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 159202 members 
Entering Unmasked Estep 
Score: -20454912.000000 Penalty: 5979.314453
	Iteration 28Q: 3 clusters Score -2.045491e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 160430 members 
Entering Unmasked Estep 
Score: -20454976.000000 Penalty: 5979.314453
	Iteration 29Q: 3 clusters Score -2.045498e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 161499 members 
Entering Unmasked Estep 
Score: -20455128.000000 Penalty: 5979.314453
	Iteration 30Q: 3 clusters Score -2.045513e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 162482 members 
Entering Unmasked Estep 
Score: -20455152.000000 Penalty: 5979.314453
	Iteration 31Q: 3 clusters Score -2.045515e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 163351 members 
Entering Unmasked Estep 
Score: -20455272.000000 Penalty: 5979.314453
	Iteration 32Q: 3 clusters Score -2.045527e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 164110 members 
Entering Unmasked Estep 
Score: -20455160.000000 Penalty: 5979.314453
	Iteration 33Q: 3 clusters Score -2.045516e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 164799 members 
Entering Unmasked Estep 
Score: -20455162.000000 Penalty: 5979.314453
	Iteration 34Q: 3 clusters Score -2.045516e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 165407 members 
Entering Unmasked Estep 
Score: -20455218.000000 Penalty: 5979.314453
	Iteration 35Q: 3 clusters Score -2.045522e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 165989 members 
Entering Unmasked Estep 
Score: -20455222.000000 Penalty: 5979.314453
	Iteration 36Q: 3 clusters Score -2.045522e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 166518 members 
Entering Unmasked Estep 
Score: -20455268.000000 Penalty: 5979.314453
	Iteration 37Q: 3 clusters Score -2.045527e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 166937 members 
Entering Unmasked Estep 
Score: -20455308.000000 Penalty: 5979.314453
	Iteration 38Q: 3 clusters Score -2.045531e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 167262 members 
Entering Unmasked Estep 
Score: -20455310.000000 Penalty: 5979.314453
	Iteration 39Q: 3 clusters Score -2.045531e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 167541 members 
Entering Unmasked Estep 
Score: -20455292.000000 Penalty: 5979.314453
	Iteration 40F: 3 clusters Score -2.045529e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 167782 members 
Entering Unmasked Estep 
Score: -20455266.000000 Penalty: 5979.314453
	Iteration 41Q: 3 clusters Score -2.045527e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 167987 members 
Entering Unmasked Estep 
Score: -20455278.000000 Penalty: 5979.314453
	Iteration 42Q: 3 clusters Score -2.045528e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 168164 members 
Entering Unmasked Estep 
Score: -20455272.000000 Penalty: 5979.314453
	Iteration 43Q: 3 clusters Score -2.045527e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 168322 members 
Entering Unmasked Estep 
Score: -20455266.000000 Penalty: 5979.314453
	Iteration 44Q: 3 clusters Score -2.045527e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 168461 members 
Entering Unmasked Estep 
Score: -20455296.000000 Penalty: 5979.314453
	Iteration 45Q: 3 clusters Score -2.04553e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 168583 members 
Entering Unmasked Estep 
Score: -20455288.000000 Penalty: 5979.314453
	Iteration 46Q: 3 clusters Score -2.045529e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 168692 members 
Entering Unmasked Estep 
Score: -20455278.000000 Penalty: 5979.314453
	Iteration 47Q: 3 clusters Score -2.045528e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 168774 members 
Entering Unmasked Estep 
Score: -20455250.000000 Penalty: 5979.314453
	Iteration 48Q: 3 clusters Score -2.045525e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 168856 members 
Entering Unmasked Estep 
Score: -20455224.000000 Penalty: 5979.314453
	Iteration 49Q: 3 clusters Score -2.045522e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 168923 members 
Entering Unmasked Estep 
Score: -20455208.000000 Penalty: 5979.314453
	Iteration 50Q: 3 clusters Score -2.045521e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 168981 members 
Entering Unmasked Estep 
Score: -20455230.000000 Penalty: 5979.314453
	Iteration 51Q: 3 clusters Score -2.045523e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 169021 members 
Entering Unmasked Estep 
Score: -20455232.000000 Penalty: 5979.314453
	Iteration 52Q: 3 clusters Score -2.045523e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 169059 members 
Entering Unmasked Estep 
Score: -20455218.000000 Penalty: 5979.314453
	Iteration 53Q: 3 clusters Score -2.045522e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 169102 members 
Entering Unmasked Estep 
Score: -20455226.000000 Penalty: 5979.314453
	Iteration 54Q: 3 clusters Score -2.045523e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 169140 members 
Entering Unmasked Estep 
Score: -20455188.000000 Penalty: 5979.314453
	Iteration 55Q: 3 clusters Score -2.045519e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 169157 members 
Entering Unmasked Estep 
Score: -20455190.000000 Penalty: 5979.314453
	Iteration 56Q: 3 clusters Score -2.045519e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 169176 members 
Entering Unmasked Estep 
Score: -20455196.000000 Penalty: 5979.314453
	Iteration 57Q: 3 clusters Score -2.04552e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 169189 members 
Entering Unmasked Estep 
Score: -20455198.000000 Penalty: 5979.314453
	Iteration 58Q: 3 clusters Score -2.04552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 169198 members 
Entering Unmasked Estep 
Score: -20455206.000000 Penalty: 5979.314453
	Iteration 59Q: 3 clusters Score -2.045521e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 169210 members 
Entering Unmasked Estep 
Score: -20455230.000000 Penalty: 5979.314453
	Iteration 60F: 3 clusters Score -2.045523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 169218 members 
Entering Unmasked Estep 
Score: -20455198.000000 Penalty: 5979.314453
	Iteration 61Q: 3 clusters Score -2.04552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 169223 members 
Entering Unmasked Estep 
Score: -20455178.000000 Penalty: 5979.314453
	Iteration 62Q: 3 clusters Score -2.045518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 169229 members 
Entering Unmasked Estep 
Score: -20455180.000000 Penalty: 5979.314453
	Iteration 63Q: 3 clusters Score -2.045518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 169235 members 
Entering Unmasked Estep 
Score: -20455180.000000 Penalty: 5979.314453
	Iteration 64Q: 3 clusters Score -2.045518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 169237 members 
Entering Unmasked Estep 
Score: -20455170.000000 Penalty: 5979.314453
	Iteration 65Q: 3 clusters Score -2.045517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 169238 members 
Entering Unmasked Estep 
Score: -20455170.000000 Penalty: 5979.314453
	Iteration 66Q: 3 clusters Score -2.045517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 169238 members 
Entering Unmasked Estep 
Score: -20455170.000000 Penalty: 5979.314453
	Iteration 67F: 3 clusters Score -2.045517e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Entering Unmasked Estep 
Score: -4232467.000000 Penalty: 2596.107666
	Iteration 0F: 2 clusters Score -4232467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -4208663.500000 Penalty: 5192.215332
	Iteration 0F: 3 clusters Score -4208664 nChanged 15910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -4217919.000000 Penalty: 5192.215332
	Iteration 1F: 3 clusters Score -4217919 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -4219279.000000 Penalty: 5192.215332
	Iteration 2F: 3 clusters Score -4219279 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -4220973.500000 Penalty: 5192.215332
	Iteration 3F: 3 clusters Score -4220974 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -4223040.500000 Penalty: 5192.215332
	Iteration 4F: 3 clusters Score -4223040 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -4225153.000000 Penalty: 5192.215332
	Iteration 5F: 3 clusters Score -4225153 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -4226931.500000 Penalty: 5192.215332
	Iteration 6F: 3 clusters Score -4226932 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -4228056.500000 Penalty: 5192.215332
	Iteration 7Q: 3 clusters Score -4228056 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -4228659.500000 Penalty: 5192.215332
	Iteration 8Q: 3 clusters Score -4228660 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -4229016.000000 Penalty: 5192.215332
	Iteration 9Q: 3 clusters Score -4229016 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -4229236.500000 Penalty: 5192.215332
	Iteration 10Q: 3 clusters Score -4229236 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -4229417.000000 Penalty: 5192.215332
	Iteration 11Q: 3 clusters Score -4229417 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -4229566.000000 Penalty: 5192.215332
	Iteration 12Q: 3 clusters Score -4229566 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -4229667.500000 Penalty: 5192.215332
	Iteration 13Q: 3 clusters Score -4229668 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -4229808.500000 Penalty: 5192.215332
	Iteration 14Q: 3 clusters Score -4229808 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -4229909.500000 Penalty: 5192.215332
	Iteration 15Q: 3 clusters Score -4229910 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -4229999.500000 Penalty: 5192.215332
	Iteration 16Q: 3 clusters Score -4230000 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -4230090.500000 Penalty: 5192.215332
	Iteration 17Q: 3 clusters Score -4230090 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -4230196.000000 Penalty: 5192.215332
	Iteration 18Q: 3 clusters Score -4230196 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -4230303.000000 Penalty: 5192.215332
	Iteration 19Q: 3 clusters Score -4230303 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -4230392.500000 Penalty: 5192.215332
	Iteration 20F: 3 clusters Score -4230392 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -4230481.500000 Penalty: 5192.215332
	Iteration 21Q: 3 clusters Score -4230482 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -4230573.000000 Penalty: 5192.215332
	Iteration 22Q: 3 clusters Score -4230573 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4230670.500000 Penalty: 5192.215332
	Iteration 23Q: 3 clusters Score -4230670 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -4230719.500000 Penalty: 5192.215332
	Iteration 24Q: 3 clusters Score -4230720 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4230769.500000 Penalty: 5192.215332
	Iteration 25Q: 3 clusters Score -4230770 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4230803.000000 Penalty: 5192.215332
	Iteration 26Q: 3 clusters Score -4230803 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4230835.000000 Penalty: 5192.215332
	Iteration 27Q: 3 clusters Score -4230835 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4230869.500000 Penalty: 5192.215332
	Iteration 28Q: 3 clusters Score -4230870 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4230893.000000 Penalty: 5192.215332
	Iteration 29Q: 3 clusters Score -4230893 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4230907.500000 Penalty: 5192.215332
	Iteration 30Q: 3 clusters Score -4230908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4230916.500000 Penalty: 5192.215332
	Iteration 31Q: 3 clusters Score -4230916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4230927.000000 Penalty: 5192.215332
	Iteration 32Q: 3 clusters Score -4230927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4230928.500000 Penalty: 5192.215332
	Iteration 33Q: 3 clusters Score -4230928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4230934.000000 Penalty: 5192.215332
	Iteration 34Q: 3 clusters Score -4230934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4230939.500000 Penalty: 5192.215332
	Iteration 35Q: 3 clusters Score -4230940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4230942.500000 Penalty: 5192.215332
	Iteration 36Q: 3 clusters Score -4230942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4230950.500000 Penalty: 5192.215332
	Iteration 37Q: 3 clusters Score -4230950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4230946.500000 Penalty: 5192.215332
	Iteration 38Q: 3 clusters Score -4230946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4230947.000000 Penalty: 5192.215332
	Iteration 39Q: 3 clusters Score -4230947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4230954.000000 Penalty: 5192.215332
	Iteration 40F: 3 clusters Score -4230954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4230954.000000 Penalty: 5192.215332
	Iteration 41Q: 3 clusters Score -4230954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4230954.000000 Penalty: 5192.215332
	Iteration 42Q: 3 clusters Score -4230954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4230951.000000 Penalty: 5192.215332
	Iteration 43Q: 3 clusters Score -4230951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4230956.000000 Penalty: 5192.215332
	Iteration 44Q: 3 clusters Score -4230956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4230959.000000 Penalty: 5192.215332
	Iteration 45Q: 3 clusters Score -4230959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4230962.500000 Penalty: 5192.215332
	Iteration 46Q: 3 clusters Score -4230962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4230961.500000 Penalty: 5192.215332
	Iteration 47Q: 3 clusters Score -4230962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4230965.500000 Penalty: 5192.215332
	Iteration 48Q: 3 clusters Score -4230966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4230967.000000 Penalty: 5192.215332
	Iteration 49Q: 3 clusters Score -4230967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4230964.500000 Penalty: 5192.215332
	Iteration 50Q: 3 clusters Score -4230964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4230971.500000 Penalty: 5192.215332
	Iteration 51Q: 3 clusters Score -4230972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4230972.000000 Penalty: 5192.215332
	Iteration 52Q: 3 clusters Score -4230972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4230972.500000 Penalty: 5192.215332
	Iteration 53Q: 3 clusters Score -4230972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4230971.000000 Penalty: 5192.215332
	Iteration 54Q: 3 clusters Score -4230971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4230979.500000 Penalty: 5192.215332
	Iteration 55Q: 3 clusters Score -4230980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4230977.000000 Penalty: 5192.215332
	Iteration 56Q: 3 clusters Score -4230977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4230978.500000 Penalty: 5192.215332
	Iteration 57Q: 3 clusters Score -4230978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4230983.000000 Penalty: 5192.215332
	Iteration 58Q: 3 clusters Score -4230983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4230983.000000 Penalty: 5192.215332
	Iteration 59Q: 3 clusters Score -4230983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4230986.500000 Penalty: 5192.215332
	Iteration 60F: 3 clusters Score -4230986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4230984.500000 Penalty: 5192.215332
	Iteration 61Q: 3 clusters Score -4230984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4230984.500000 Penalty: 5192.215332
	Iteration 62Q: 3 clusters Score -4230984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4230987.000000 Penalty: 5192.215332
	Iteration 63Q: 3 clusters Score -4230987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4230985.000000 Penalty: 5192.215332
	Iteration 64Q: 3 clusters Score -4230985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4230986.500000 Penalty: 5192.215332
	Iteration 65Q: 3 clusters Score -4230986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4230984.500000 Penalty: 5192.215332
	Iteration 66Q: 3 clusters Score -4230984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4230984.500000 Penalty: 5192.215332
	Iteration 67Q: 3 clusters Score -4230984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4230984.500000 Penalty: 5192.215332
	Iteration 68F: 3 clusters Score -4230984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217966 members 
Mstep: Class 3 contains 49407 members 
Mstep: Class 4 contains 22366 members 
Mstep: Class 5 contains 5862 members 
Mstep: Class 6 contains 2074 members 
Mstep: Class 7 contains 36751 members 
Mstep: Class 8 contains 10579 members 
Mstep: Class 9 contains 4826 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44328 members 
Mstep: Class 15 contains 6279 members 
Mstep: Class 16 contains 4427 members 
Mstep: Class 17 contains 51854 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 171969 members 
Mstep: Class 20 contains 35178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037760.000000 Penalty: 59972.335938
Iteration 199Q: 19 clusters Score -8.003776e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217945 members 
Mstep: Class 3 contains 49385 members 
Mstep: Class 4 contains 22366 members 
Mstep: Class 5 contains 5864 members 
Mstep: Class 6 contains 2074 members 
Mstep: Class 7 contains 36753 members 
Mstep: Class 8 contains 10588 members 
Mstep: Class 9 contains 4826 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44325 members 
Mstep: Class 15 contains 6278 members 
Mstep: Class 16 contains 4428 members 
Mstep: Class 17 contains 51869 members 
Mstep: Class 18 contains 15158 members 
Mstep: Class 19 contains 171984 members 
Mstep: Class 20 contains 35176 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 200F: 19 clusters Score -8.003776e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217937 members 
Mstep: Class 3 contains 49355 members 
Mstep: Class 4 contains 22366 members 
Mstep: Class 5 contains 5871 members 
Mstep: Class 6 contains 2073 members 
Mstep: Class 7 contains 36761 members 
Mstep: Class 8 contains 10604 members 
Mstep: Class 9 contains 4825 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44325 members 
Mstep: Class 15 contains 6278 members 
Mstep: Class 16 contains 4428 members 
Mstep: Class 17 contains 51878 members 
Mstep: Class 18 contains 15159 members 
Mstep: Class 19 contains 171984 members 
Mstep: Class 20 contains 35175 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 201Q: 19 clusters Score -8.00377e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217930 members 
Mstep: Class 3 contains 49326 members 
Mstep: Class 4 contains 22367 members 
Mstep: Class 5 contains 5870 members 
Mstep: Class 6 contains 2072 members 
Mstep: Class 7 contains 36765 members 
Mstep: Class 8 contains 10622 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44326 members 
Mstep: Class 15 contains 6280 members 
Mstep: Class 16 contains 4428 members 
Mstep: Class 17 contains 51881 members 
Mstep: Class 18 contains 15167 members 
Mstep: Class 19 contains 171978 members 
Mstep: Class 20 contains 35178 members 
Entering Unmasked Estep 
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Iteration 202Q: 19 clusters Score -8.003758e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217914 members 
Mstep: Class 3 contains 49309 members 
Mstep: Class 4 contains 22372 members 
Mstep: Class 5 contains 5871 members 
Mstep: Class 6 contains 2071 members 
Mstep: Class 7 contains 36767 members 
Mstep: Class 8 contains 10640 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44325 members 
Mstep: Class 15 contains 6280 members 
Mstep: Class 16 contains 4428 members 
Mstep: Class 17 contains 51891 members 
Mstep: Class 18 contains 15176 members 
Mstep: Class 19 contains 171968 members 
Mstep: Class 20 contains 35177 members 
Entering Unmasked Estep 
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Iteration 203Q: 19 clusters Score -8.003755e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217904 members 
Mstep: Class 3 contains 49297 members 
Mstep: Class 4 contains 22374 members 
Mstep: Class 5 contains 5873 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 36771 members 
Mstep: Class 8 contains 10654 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44321 members 
Mstep: Class 15 contains 6281 members 
Mstep: Class 16 contains 4428 members 
Mstep: Class 17 contains 51897 members 
Mstep: Class 18 contains 15180 members 
Mstep: Class 19 contains 171964 members 
Mstep: Class 20 contains 35175 members 
Entering Unmasked Estep 
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Iteration 204Q: 19 clusters Score -8.003762e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217905 members 
Mstep: Class 3 contains 49279 members 
Mstep: Class 4 contains 22373 members 
Mstep: Class 5 contains 5876 members 
Mstep: Class 6 contains 2068 members 
Mstep: Class 7 contains 36774 members 
Mstep: Class 8 contains 10658 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44325 members 
Mstep: Class 15 contains 6280 members 
Mstep: Class 16 contains 4428 members 
Mstep: Class 17 contains 51905 members 
Mstep: Class 18 contains 15185 members 
Mstep: Class 19 contains 171960 members 
Mstep: Class 20 contains 35173 members 
Entering Unmasked Estep 
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Iteration 205Q: 19 clusters Score -8.00377e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217898 members 
Mstep: Class 3 contains 49257 members 
Mstep: Class 4 contains 22374 members 
Mstep: Class 5 contains 5876 members 
Mstep: Class 6 contains 2066 members 
Mstep: Class 7 contains 36780 members 
Mstep: Class 8 contains 10660 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44328 members 
Mstep: Class 15 contains 6277 members 
Mstep: Class 16 contains 4428 members 
Mstep: Class 17 contains 51918 members 
Mstep: Class 18 contains 15188 members 
Mstep: Class 19 contains 171968 members 
Mstep: Class 20 contains 35172 members 
Entering Unmasked Estep 
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Iteration 206Q: 19 clusters Score -8.003774e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217883 members 
Mstep: Class 3 contains 49238 members 
Mstep: Class 4 contains 22369 members 
Mstep: Class 5 contains 5878 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 36782 members 
Mstep: Class 8 contains 10663 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44324 members 
Mstep: Class 15 contains 6278 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 51931 members 
Mstep: Class 18 contains 15189 members 
Mstep: Class 19 contains 171990 members 
Mstep: Class 20 contains 35171 members 
Entering Unmasked Estep 
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Iteration 207Q: 19 clusters Score -8.003775e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217882 members 
Mstep: Class 3 contains 49212 members 
Mstep: Class 4 contains 22368 members 
Mstep: Class 5 contains 5879 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 36782 members 
Mstep: Class 8 contains 10670 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44325 members 
Mstep: Class 15 contains 6279 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 51943 members 
Mstep: Class 18 contains 15188 members 
Mstep: Class 19 contains 171999 members 
Mstep: Class 20 contains 35169 members 
Entering Unmasked Estep 
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Iteration 208Q: 19 clusters Score -8.00377e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217885 members 
Mstep: Class 3 contains 49188 members 
Mstep: Class 4 contains 22368 members 
Mstep: Class 5 contains 5882 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 36781 members 
Mstep: Class 8 contains 10677 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44332 members 
Mstep: Class 15 contains 6279 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 51948 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172001 members 
Mstep: Class 20 contains 35168 members 
Entering Unmasked Estep 
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Iteration 209Q: 19 clusters Score -8.003767e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217886 members 
Mstep: Class 3 contains 49175 members 
Mstep: Class 4 contains 22367 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 2063 members 
Mstep: Class 7 contains 36784 members 
Mstep: Class 8 contains 10684 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44335 members 
Mstep: Class 15 contains 6280 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 51948 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172001 members 
Mstep: Class 20 contains 35166 members 
Entering Unmasked Estep 
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Iteration 210Q: 19 clusters Score -8.003771e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217885 members 
Mstep: Class 3 contains 49162 members 
Mstep: Class 4 contains 22365 members 
Mstep: Class 5 contains 5885 members 
Mstep: Class 6 contains 2063 members 
Mstep: Class 7 contains 36784 members 
Mstep: Class 8 contains 10692 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44341 members 
Mstep: Class 15 contains 6278 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 51951 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172001 members 
Mstep: Class 20 contains 35166 members 
Entering Unmasked Estep 
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Iteration 211Q: 19 clusters Score -8.003783e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217887 members 
Mstep: Class 3 contains 49147 members 
Mstep: Class 4 contains 22363 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 36783 members 
Mstep: Class 8 contains 10704 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44341 members 
Mstep: Class 15 contains 6278 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 51949 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172005 members 
Mstep: Class 20 contains 35168 members 
Entering Unmasked Estep 
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Iteration 212Q: 19 clusters Score -8.00379e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217887 members 
Mstep: Class 3 contains 49139 members 
Mstep: Class 4 contains 22363 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 36784 members 
Mstep: Class 8 contains 10712 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44338 members 
Mstep: Class 15 contains 6279 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 51951 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172003 members 
Mstep: Class 20 contains 35168 members 
Entering Unmasked Estep 
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Iteration 213Q: 19 clusters Score -8.00379e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217892 members 
Mstep: Class 3 contains 49117 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 5885 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 36787 members 
Mstep: Class 8 contains 10721 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44344 members 
Mstep: Class 15 contains 6280 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 51951 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172004 members 
Mstep: Class 20 contains 35166 members 
Entering Unmasked Estep 
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Iteration 214Q: 19 clusters Score -8.00379e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217895 members 
Mstep: Class 3 contains 49099 members 
Mstep: Class 4 contains 22362 members 
Mstep: Class 5 contains 5885 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 36788 members 
Mstep: Class 8 contains 10727 members 
Mstep: Class 9 contains 4832 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44355 members 
Mstep: Class 15 contains 6280 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 51948 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172001 members 
Mstep: Class 20 contains 35166 members 
Entering Unmasked Estep 
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Iteration 215Q: 19 clusters Score -8.003788e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217893 members 
Mstep: Class 3 contains 49076 members 
Mstep: Class 4 contains 22356 members 
Mstep: Class 5 contains 5885 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 36790 members 
Mstep: Class 8 contains 10743 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44354 members 
Mstep: Class 15 contains 6279 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 51948 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172011 members 
Mstep: Class 20 contains 35170 members 
Entering Unmasked Estep 
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Iteration 216Q: 19 clusters Score -8.003787e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217888 members 
Mstep: Class 3 contains 49060 members 
Mstep: Class 4 contains 22354 members 
Mstep: Class 5 contains 5885 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 36791 members 
Mstep: Class 8 contains 10759 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44358 members 
Mstep: Class 15 contains 6279 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 51949 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172012 members 
Mstep: Class 20 contains 35170 members 
Entering Unmasked Estep 
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Iteration 217Q: 19 clusters Score -8.003793e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217896 members 
Mstep: Class 3 contains 49046 members 
Mstep: Class 4 contains 22355 members 
Mstep: Class 5 contains 5885 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 36791 members 
Mstep: Class 8 contains 10763 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44360 members 
Mstep: Class 15 contains 6280 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 51948 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172010 members 
Mstep: Class 20 contains 35170 members 
Entering Unmasked Estep 
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Iteration 218Q: 19 clusters Score -8.003791e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217897 members 
Mstep: Class 3 contains 49035 members 
Mstep: Class 4 contains 22356 members 
Mstep: Class 5 contains 5885 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 36791 members 
Mstep: Class 8 contains 10767 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44362 members 
Mstep: Class 15 contains 6281 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 51949 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172010 members 
Mstep: Class 20 contains 35171 members 
Entering Unmasked Estep 
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Iteration 219Q: 19 clusters Score -8.003786e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217906 members 
Mstep: Class 3 contains 49023 members 
Mstep: Class 4 contains 22358 members 
Mstep: Class 5 contains 5885 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 36791 members 
Mstep: Class 8 contains 10769 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44363 members 
Mstep: Class 15 contains 6282 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 51948 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172007 members 
Mstep: Class 20 contains 35172 members 
Entering Unmasked Estep 
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Iteration 220F: 19 clusters Score -8.003782e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217907 members 
Mstep: Class 3 contains 49014 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 5885 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 36791 members 
Mstep: Class 8 contains 10771 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44365 members 
Mstep: Class 15 contains 6283 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 51947 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172009 members 
Mstep: Class 20 contains 35172 members 
Entering Unmasked Estep 
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Iteration 221Q: 19 clusters Score -8.003788e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217912 members 
Mstep: Class 3 contains 49005 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 5885 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 36791 members 
Mstep: Class 8 contains 10776 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44365 members 
Mstep: Class 15 contains 6283 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 51947 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172007 members 
Mstep: Class 20 contains 35173 members 
Entering Unmasked Estep 
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Iteration 222Q: 19 clusters Score -8.00379e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217917 members 
Mstep: Class 3 contains 48993 members 
Mstep: Class 4 contains 22365 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 36792 members 
Mstep: Class 8 contains 10783 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44366 members 
Mstep: Class 15 contains 6284 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 51947 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 171998 members 
Mstep: Class 20 contains 35174 members 
Entering Unmasked Estep 
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Iteration 223Q: 19 clusters Score -8.00379e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217921 members 
Mstep: Class 3 contains 48973 members 
Mstep: Class 4 contains 22365 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 36792 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44367 members 
Mstep: Class 15 contains 6284 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 51950 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172003 members 
Mstep: Class 20 contains 35174 members 
Entering Unmasked Estep 
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Iteration 224Q: 19 clusters Score -8.003791e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217909 members 
Mstep: Class 3 contains 48963 members 
Mstep: Class 4 contains 22364 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 36794 members 
Mstep: Class 8 contains 10795 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44365 members 
Mstep: Class 15 contains 6287 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 51950 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172017 members 
Mstep: Class 20 contains 35174 members 
Entering Unmasked Estep 
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Iteration 225Q: 19 clusters Score -8.003793e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217905 members 
Mstep: Class 3 contains 48948 members 
Mstep: Class 4 contains 22364 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 36793 members 
Mstep: Class 8 contains 10795 members 
Mstep: Class 9 contains 4835 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44365 members 
Mstep: Class 15 contains 6288 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 51951 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172033 members 
Mstep: Class 20 contains 35175 members 
Entering Unmasked Estep 
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Iteration 226Q: 19 clusters Score -8.00379e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217907 members 
Mstep: Class 3 contains 48937 members 
Mstep: Class 4 contains 22366 members 
Mstep: Class 5 contains 5888 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 36793 members 
Mstep: Class 8 contains 10799 members 
Mstep: Class 9 contains 4836 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44363 members 
Mstep: Class 15 contains 6288 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 51950 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172037 members 
Mstep: Class 20 contains 35174 members 
Entering Unmasked Estep 
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Iteration 227Q: 19 clusters Score -8.003793e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217909 members 
Mstep: Class 3 contains 48925 members 
Mstep: Class 4 contains 22365 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36793 members 
Mstep: Class 8 contains 10801 members 
Mstep: Class 9 contains 4838 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44364 members 
Mstep: Class 15 contains 6288 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 51949 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172041 members 
Mstep: Class 20 contains 35174 members 
Entering Unmasked Estep 
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Iteration 228Q: 19 clusters Score -8.003794e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217916 members 
Mstep: Class 3 contains 48909 members 
Mstep: Class 4 contains 22365 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36792 members 
Mstep: Class 8 contains 10807 members 
Mstep: Class 9 contains 4838 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44367 members 
Mstep: Class 15 contains 6288 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 51948 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172041 members 
Mstep: Class 20 contains 35174 members 
Entering Unmasked Estep 
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Iteration 229Q: 19 clusters Score -8.003791e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217917 members 
Mstep: Class 3 contains 48896 members 
Mstep: Class 4 contains 22365 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36792 members 
Mstep: Class 8 contains 10814 members 
Mstep: Class 9 contains 4838 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44368 members 
Mstep: Class 15 contains 6288 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 51952 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172040 members 
Mstep: Class 20 contains 35174 members 
Entering Unmasked Estep 
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Iteration 230Q: 19 clusters Score -8.003793e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217930 members 
Mstep: Class 3 contains 48881 members 
Mstep: Class 4 contains 22365 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36792 members 
Mstep: Class 8 contains 10815 members 
Mstep: Class 9 contains 4840 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44369 members 
Mstep: Class 15 contains 6288 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 51953 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172036 members 
Mstep: Class 20 contains 35175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037912.000000 Penalty: 59972.335938
Iteration 231Q: 19 clusters Score -8.003791e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217927 members 
Mstep: Class 3 contains 48875 members 
Mstep: Class 4 contains 22365 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36792 members 
Mstep: Class 8 contains 10817 members 
Mstep: Class 9 contains 4840 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44368 members 
Mstep: Class 15 contains 6288 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 51954 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172045 members 
Mstep: Class 20 contains 35173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037864.000000 Penalty: 59972.335938
Iteration 232Q: 19 clusters Score -8.003786e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217933 members 
Mstep: Class 3 contains 48863 members 
Mstep: Class 4 contains 22364 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36792 members 
Mstep: Class 8 contains 10821 members 
Mstep: Class 9 contains 4840 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44369 members 
Mstep: Class 15 contains 6288 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 51951 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172051 members 
Mstep: Class 20 contains 35171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037856.000000 Penalty: 59972.335938
Iteration 233Q: 19 clusters Score -8.003786e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217932 members 
Mstep: Class 3 contains 48856 members 
Mstep: Class 4 contains 22362 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36792 members 
Mstep: Class 8 contains 10821 members 
Mstep: Class 9 contains 4840 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44371 members 
Mstep: Class 15 contains 6288 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 51956 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172054 members 
Mstep: Class 20 contains 35170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037920.000000 Penalty: 59972.335938
Iteration 234Q: 19 clusters Score -8.003792e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217941 members 
Mstep: Class 3 contains 48844 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36792 members 
Mstep: Class 8 contains 10821 members 
Mstep: Class 9 contains 4840 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44372 members 
Mstep: Class 15 contains 6288 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 51957 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172058 members 
Mstep: Class 20 contains 35169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037920.000000 Penalty: 59972.335938
Iteration 235Q: 19 clusters Score -8.003792e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217944 members 
Mstep: Class 3 contains 48836 members 
Mstep: Class 4 contains 22359 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36794 members 
Mstep: Class 8 contains 10823 members 
Mstep: Class 9 contains 4840 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44373 members 
Mstep: Class 15 contains 6288 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 51960 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172059 members 
Mstep: Class 20 contains 35166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037872.000000 Penalty: 59972.335938
Iteration 236Q: 19 clusters Score -8.003787e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217951 members 
Mstep: Class 3 contains 48830 members 
Mstep: Class 4 contains 22358 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36794 members 
Mstep: Class 8 contains 10823 members 
Mstep: Class 9 contains 4840 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44373 members 
Mstep: Class 15 contains 6288 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 51960 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172059 members 
Mstep: Class 20 contains 35166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037832.000000 Penalty: 59972.335938
Iteration 237Q: 19 clusters Score -8.003783e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217947 members 
Mstep: Class 3 contains 48829 members 
Mstep: Class 4 contains 22359 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36793 members 
Mstep: Class 8 contains 10823 members 
Mstep: Class 9 contains 4840 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44374 members 
Mstep: Class 15 contains 6288 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 51961 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172064 members 
Mstep: Class 20 contains 35164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037816.000000 Penalty: 59972.335938
Iteration 238Q: 19 clusters Score -8.003782e+07 nChanged 31
Entering ConstructFrom: 
Score: -80037816.000000 Penalty: 59972.335938
Entering ConstructFrom: 
Trying to split cluster 1 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -202585.281250 Penalty: 1870.337402
	Iteration 0F: 2 clusters Score -202585.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -200038.078125 Penalty: 3740.674805
	Iteration 0F: 3 clusters Score -200038.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -200624.625000 Penalty: 3740.674805
	Iteration 1F: 3 clusters Score -200624.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -200906.984375 Penalty: 3740.674805
	Iteration 2F: 3 clusters Score -200907 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -201101.078125 Penalty: 3740.674805
	Iteration 3F: 3 clusters Score -201101.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -201234.296875 Penalty: 3740.674805
	Iteration 4Q: 3 clusters Score -201234.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -201367.312500 Penalty: 3740.674805
	Iteration 5Q: 3 clusters Score -201367.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -201471.250000 Penalty: 3740.674805
	Iteration 6Q: 3 clusters Score -201471.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -201551.750000 Penalty: 3740.674805
	Iteration 7Q: 3 clusters Score -201551.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -201636.296875 Penalty: 3740.674805
	Iteration 8Q: 3 clusters Score -201636.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -201701.015625 Penalty: 3740.674805
	Iteration 9Q: 3 clusters Score -201701 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -201763.703125 Penalty: 3740.674805
	Iteration 10Q: 3 clusters Score -201763.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -201897.859375 Penalty: 3740.674805
	Iteration 11Q: 3 clusters Score -201897.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -202189.109375 Penalty: 3740.674805
	Iteration 12Q: 3 clusters Score -202189.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -202626.390625 Penalty: 3740.674805
	Iteration 13Q: 3 clusters Score -202626.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -202791.265625 Penalty: 3740.674805
	Iteration 14Q: 3 clusters Score -202791.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -202924.281250 Penalty: 3740.674805
	Iteration 15Q: 3 clusters Score -202924.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -203158.890625 Penalty: 3740.674805
	Iteration 16Q: 3 clusters Score -203158.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -203229.140625 Penalty: 3740.674805
	Iteration 17Q: 3 clusters Score -203229.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -203230.250000 Penalty: 3740.674805
	Iteration 18Q: 3 clusters Score -203230.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -203230.250000 Penalty: 3740.674805
	Iteration 19F: 3 clusters Score -203230.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 217950 members 
Mstep: Class 3 contains 48819 members 
Mstep: Class 4 contains 22359 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36792 members 
Mstep: Class 8 contains 10824 members 
Mstep: Class 9 contains 4840 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 14 contains 44375 members 
Mstep: Class 15 contains 6288 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 51962 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172068 members 
Mstep: Class 20 contains 35165 members 
Entering Unmasked Estep 
Score: -80037112.000000 Penalty: 63304.132812
Splitting cluster 1 changes total score from -80037816.000000 to -80037112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (217950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217950 members 
Entering Unmasked Estep 
Score: -25970114.000000 Penalty: 3048.421143
	Iteration 0F: 2 clusters Score -2.597011e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109082 members 
Mstep: Class 2 contains 108868 members 
Entering Unmasked Estep 
Score: -25835338.000000 Penalty: 6096.842285
	Iteration 0F: 3 clusters Score -2.583534e+07 nChanged 104989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110471 members 
Mstep: Class 2 contains 107479 members 
Entering Unmasked Estep 
Score: -25896712.000000 Penalty: 6096.842285
	Iteration 1F: 3 clusters Score -2.589671e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111452 members 
Mstep: Class 2 contains 106498 members 
Entering Unmasked Estep 
Score: -25897774.000000 Penalty: 6096.842285
	Iteration 2Q: 3 clusters Score -2.589777e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112890 members 
Mstep: Class 2 contains 105060 members 
Entering Unmasked Estep 
Score: -25898954.000000 Penalty: 6096.842285
	Iteration 3Q: 3 clusters Score -2.589895e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115055 members 
Mstep: Class 2 contains 102895 members 
Entering Unmasked Estep 
Score: -25900578.000000 Penalty: 6096.842285
	Iteration 4Q: 3 clusters Score -2.590058e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118274 members 
Mstep: Class 2 contains 99676 members 
Entering Unmasked Estep 
Score: -25902966.000000 Penalty: 6096.842285
	Iteration 5Q: 3 clusters Score -2.590297e+07 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122914 members 
Mstep: Class 2 contains 95036 members 
Entering Unmasked Estep 
Score: -25906272.000000 Penalty: 6096.842285
	Iteration 6Q: 3 clusters Score -2.590627e+07 nChanged 11265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128971 members 
Mstep: Class 2 contains 88979 members 
Entering Unmasked Estep 
Score: -25911768.000000 Penalty: 6096.842285
	Iteration 7F: 3 clusters Score -2.591177e+07 nChanged 13407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135720 members 
Mstep: Class 2 contains 82230 members 
Entering Unmasked Estep 
Score: -25920086.000000 Penalty: 6096.842285
	Iteration 8F: 3 clusters Score -2.592009e+07 nChanged 14366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141580 members 
Mstep: Class 2 contains 76370 members 
Entering Unmasked Estep 
Score: -25930358.000000 Penalty: 6096.842285
	Iteration 9F: 3 clusters Score -2.593036e+07 nChanged 13334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144894 members 
Mstep: Class 2 contains 73056 members 
Entering Unmasked Estep 
Score: -25937916.000000 Penalty: 6096.842285
	Iteration 10F: 3 clusters Score -2.593792e+07 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146006 members 
Mstep: Class 2 contains 71944 members 
Entering Unmasked Estep 
Score: -25941382.000000 Penalty: 6096.842285
	Iteration 11Q: 3 clusters Score -2.594138e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146102 members 
Mstep: Class 2 contains 71848 members 
Entering Unmasked Estep 
Score: -25942538.000000 Penalty: 6096.842285
	Iteration 12Q: 3 clusters Score -2.594254e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145823 members 
Mstep: Class 2 contains 72127 members 
Entering Unmasked Estep 
Score: -25942920.000000 Penalty: 6096.842285
	Iteration 13Q: 3 clusters Score -2.594292e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145229 members 
Mstep: Class 2 contains 72721 members 
Entering Unmasked Estep 
Score: -25943074.000000 Penalty: 6096.842285
	Iteration 14Q: 3 clusters Score -2.594307e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144371 members 
Mstep: Class 2 contains 73579 members 
Entering Unmasked Estep 
Score: -25943236.000000 Penalty: 6096.842285
	Iteration 15Q: 3 clusters Score -2.594324e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143299 members 
Mstep: Class 2 contains 74651 members 
Entering Unmasked Estep 
Score: -25943408.000000 Penalty: 6096.842285
	Iteration 16Q: 3 clusters Score -2.594341e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141962 members 
Mstep: Class 2 contains 75988 members 
Entering Unmasked Estep 
Score: -25943776.000000 Penalty: 6096.842285
	Iteration 17Q: 3 clusters Score -2.594378e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140331 members 
Mstep: Class 2 contains 77619 members 
Entering Unmasked Estep 
Score: -25943992.000000 Penalty: 6096.842285
	Iteration 18Q: 3 clusters Score -2.594399e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138358 members 
Mstep: Class 2 contains 79592 members 
Entering Unmasked Estep 
Score: -25944198.000000 Penalty: 6096.842285
	Iteration 19Q: 3 clusters Score -2.59442e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136141 members 
Mstep: Class 2 contains 81809 members 
Entering Unmasked Estep 
Score: -25944864.000000 Penalty: 6096.842285
	Iteration 20F: 3 clusters Score -2.594486e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133623 members 
Mstep: Class 2 contains 84327 members 
Entering Unmasked Estep 
Score: -25945386.000000 Penalty: 6096.842285
	Iteration 21Q: 3 clusters Score -2.594539e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130880 members 
Mstep: Class 2 contains 87070 members 
Entering Unmasked Estep 
Score: -25946042.000000 Penalty: 6096.842285
	Iteration 22Q: 3 clusters Score -2.594604e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128097 members 
Mstep: Class 2 contains 89853 members 
Entering Unmasked Estep 
Score: -25946612.000000 Penalty: 6096.842285
	Iteration 23Q: 3 clusters Score -2.594661e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125140 members 
Mstep: Class 2 contains 92810 members 
Entering Unmasked Estep 
Score: -25947160.000000 Penalty: 6096.842285
	Iteration 24Q: 3 clusters Score -2.594716e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122161 members 
Mstep: Class 2 contains 95789 members 
Entering Unmasked Estep 
Score: -25948000.000000 Penalty: 6096.842285
	Iteration 25Q: 3 clusters Score -2.5948e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118928 members 
Mstep: Class 2 contains 99022 members 
Entering Unmasked Estep 
Score: -25949054.000000 Penalty: 6096.842285
	Iteration 26Q: 3 clusters Score -2.594905e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115454 members 
Mstep: Class 2 contains 102496 members 
Entering Unmasked Estep 
Score: -25949926.000000 Penalty: 6096.842285
	Iteration 27Q: 3 clusters Score -2.594993e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111699 members 
Mstep: Class 2 contains 106251 members 
Entering Unmasked Estep 
Score: -25950796.000000 Penalty: 6096.842285
	Iteration 28Q: 3 clusters Score -2.59508e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107734 members 
Mstep: Class 2 contains 110216 members 
Entering Unmasked Estep 
Score: -25951332.000000 Penalty: 6096.842285
	Iteration 29Q: 3 clusters Score -2.595133e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103633 members 
Mstep: Class 2 contains 114317 members 
Entering Unmasked Estep 
Score: -25951750.000000 Penalty: 6096.842285
	Iteration 30Q: 3 clusters Score -2.595175e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99577 members 
Mstep: Class 2 contains 118373 members 
Entering Unmasked Estep 
Score: -25952368.000000 Penalty: 6096.842285
	Iteration 31Q: 3 clusters Score -2.595237e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95757 members 
Mstep: Class 2 contains 122193 members 
Entering Unmasked Estep 
Score: -25952642.000000 Penalty: 6096.842285
	Iteration 32Q: 3 clusters Score -2.595264e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92416 members 
Mstep: Class 2 contains 125534 members 
Entering Unmasked Estep 
Score: -25952570.000000 Penalty: 6096.842285
	Iteration 33Q: 3 clusters Score -2.595257e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89295 members 
Mstep: Class 2 contains 128655 members 
Entering Unmasked Estep 
Score: -25952860.000000 Penalty: 6096.842285
	Iteration 34Q: 3 clusters Score -2.595286e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86237 members 
Mstep: Class 2 contains 131713 members 
Entering Unmasked Estep 
Score: -25952912.000000 Penalty: 6096.842285
	Iteration 35Q: 3 clusters Score -2.595291e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83292 members 
Mstep: Class 2 contains 134658 members 
Entering Unmasked Estep 
Score: -25952786.000000 Penalty: 6096.842285
	Iteration 36Q: 3 clusters Score -2.595279e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80455 members 
Mstep: Class 2 contains 137495 members 
Entering Unmasked Estep 
Score: -25952486.000000 Penalty: 6096.842285
	Iteration 37Q: 3 clusters Score -2.595249e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77957 members 
Mstep: Class 2 contains 139993 members 
Entering Unmasked Estep 
Score: -25952190.000000 Penalty: 6096.842285
	Iteration 38Q: 3 clusters Score -2.595219e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75579 members 
Mstep: Class 2 contains 142371 members 
Entering Unmasked Estep 
Score: -25951758.000000 Penalty: 6096.842285
	Iteration 39Q: 3 clusters Score -2.595176e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73353 members 
Mstep: Class 2 contains 144597 members 
Entering Unmasked Estep 
Score: -25952842.000000 Penalty: 6096.842285
	Iteration 40F: 3 clusters Score -2.595284e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69994 members 
Mstep: Class 2 contains 147956 members 
Entering Unmasked Estep 
Score: -25953006.000000 Penalty: 6096.842285
	Iteration 41Q: 3 clusters Score -2.595301e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66618 members 
Mstep: Class 2 contains 151332 members 
Entering Unmasked Estep 
Score: -25953166.000000 Penalty: 6096.842285
	Iteration 42Q: 3 clusters Score -2.595317e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63413 members 
Mstep: Class 2 contains 154537 members 
Entering Unmasked Estep 
Score: -25953368.000000 Penalty: 6096.842285
	Iteration 43Q: 3 clusters Score -2.595337e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60312 members 
Mstep: Class 2 contains 157638 members 
Entering Unmasked Estep 
Score: -25953558.000000 Penalty: 6096.842285
	Iteration 44Q: 3 clusters Score -2.595356e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 160597 members 
Entering Unmasked Estep 
Score: -25953482.000000 Penalty: 6096.842285
	Iteration 45Q: 3 clusters Score -2.595348e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54735 members 
Mstep: Class 2 contains 163215 members 
Entering Unmasked Estep 
Score: -25953592.000000 Penalty: 6096.842285
	Iteration 46Q: 3 clusters Score -2.595359e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52241 members 
Mstep: Class 2 contains 165709 members 
Entering Unmasked Estep 
Score: -25953584.000000 Penalty: 6096.842285
	Iteration 47Q: 3 clusters Score -2.595358e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 168174 members 
Entering Unmasked Estep 
Score: -25953650.000000 Penalty: 6096.842285
	Iteration 48Q: 3 clusters Score -2.595365e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 170504 members 
Entering Unmasked Estep 
Score: -25953710.000000 Penalty: 6096.842285
	Iteration 49Q: 3 clusters Score -2.595371e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 172746 members 
Entering Unmasked Estep 
Score: -25953688.000000 Penalty: 6096.842285
	Iteration 50Q: 3 clusters Score -2.595369e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 174943 members 
Entering Unmasked Estep 
Score: -25953736.000000 Penalty: 6096.842285
	Iteration 51Q: 3 clusters Score -2.595374e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 177055 members 
Entering Unmasked Estep 
Score: -25953810.000000 Penalty: 6096.842285
	Iteration 52Q: 3 clusters Score -2.595381e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 179048 members 
Entering Unmasked Estep 
Score: -25953966.000000 Penalty: 6096.842285
	Iteration 53Q: 3 clusters Score -2.595397e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 180923 members 
Entering Unmasked Estep 
Score: -25954038.000000 Penalty: 6096.842285
	Iteration 54Q: 3 clusters Score -2.595404e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 182820 members 
Entering Unmasked Estep 
Score: -25954000.000000 Penalty: 6096.842285
	Iteration 55Q: 3 clusters Score -2.5954e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 184663 members 
Entering Unmasked Estep 
Score: -25954126.000000 Penalty: 6096.842285
	Iteration 56Q: 3 clusters Score -2.595413e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 186453 members 
Entering Unmasked Estep 
Score: -25954352.000000 Penalty: 6096.842285
	Iteration 57Q: 3 clusters Score -2.595435e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 188151 members 
Entering Unmasked Estep 
Score: -25954600.000000 Penalty: 6096.842285
	Iteration 58Q: 3 clusters Score -2.59546e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 189798 members 
Entering Unmasked Estep 
Score: -25955664.000000 Penalty: 6096.842285
	Iteration 59Q: 3 clusters Score -2.595566e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 191449 members 
Entering Unmasked Estep 
Score: -25957420.000000 Penalty: 6096.842285
	Iteration 60F: 3 clusters Score -2.595742e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 193164 members 
Entering Unmasked Estep 
Score: -25958948.000000 Penalty: 6096.842285
	Iteration 61Q: 3 clusters Score -2.595895e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 194962 members 
Entering Unmasked Estep 
Score: -25960560.000000 Penalty: 6096.842285
	Iteration 62Q: 3 clusters Score -2.596056e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 196807 members 
Entering Unmasked Estep 
Score: -25962418.000000 Penalty: 6096.842285
	Iteration 63Q: 3 clusters Score -2.596242e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 198737 members 
Entering Unmasked Estep 
Score: -25964054.000000 Penalty: 6096.842285
	Iteration 64Q: 3 clusters Score -2.596405e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 200636 members 
Entering Unmasked Estep 
Score: -25965446.000000 Penalty: 6096.842285
	Iteration 65Q: 3 clusters Score -2.596545e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 202593 members 
Entering Unmasked Estep 
Score: -25966726.000000 Penalty: 6096.842285
	Iteration 66Q: 3 clusters Score -2.596673e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 204509 members 
Entering Unmasked Estep 
Score: -25967786.000000 Penalty: 6096.842285
	Iteration 67Q: 3 clusters Score -2.596779e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 206409 members 
Entering Unmasked Estep 
Score: -25968768.000000 Penalty: 6096.842285
	Iteration 68Q: 3 clusters Score -2.596877e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 208170 members 
Entering Unmasked Estep 
Score: -25969422.000000 Penalty: 6096.842285
	Iteration 69Q: 3 clusters Score -2.596942e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 209835 members 
Entering Unmasked Estep 
Score: -25969728.000000 Penalty: 6096.842285
	Iteration 70Q: 3 clusters Score -2.596973e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 211265 members 
Entering Unmasked Estep 
Score: -25969852.000000 Penalty: 6096.842285
	Iteration 71Q: 3 clusters Score -2.596985e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 212435 members 
Entering Unmasked Estep 
Score: -25969628.000000 Penalty: 6096.842285
	Iteration 72Q: 3 clusters Score -2.596963e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 213340 members 
Entering Unmasked Estep 
Score: -25969406.000000 Penalty: 6096.842285
	Iteration 73Q: 3 clusters Score -2.596941e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 214042 members 
Entering Unmasked Estep 
Score: -25969342.000000 Penalty: 6096.842285
	Iteration 74Q: 3 clusters Score -2.596934e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 214570 members 
Entering Unmasked Estep 
Score: -25969234.000000 Penalty: 6096.842285
	Iteration 75Q: 3 clusters Score -2.596923e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 215010 members 
Entering Unmasked Estep 
Score: -25969068.000000 Penalty: 6096.842285
	Iteration 76Q: 3 clusters Score -2.596907e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 215332 members 
Entering Unmasked Estep 
Score: -25969002.000000 Penalty: 6096.842285
	Iteration 77Q: 3 clusters Score -2.5969e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 215581 members 
Entering Unmasked Estep 
Score: -25968920.000000 Penalty: 6096.842285
	Iteration 78Q: 3 clusters Score -2.596892e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 215782 members 
Entering Unmasked Estep 
Score: -25968856.000000 Penalty: 6096.842285
	Iteration 79Q: 3 clusters Score -2.596886e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 215942 members 
Entering Unmasked Estep 
Score: -25968824.000000 Penalty: 6096.842285
	Iteration 80F: 3 clusters Score -2.596882e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 216074 members 
Entering Unmasked Estep 
Score: -25968782.000000 Penalty: 6096.842285
	Iteration 81Q: 3 clusters Score -2.596878e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 216156 members 
Entering Unmasked Estep 
Score: -25968782.000000 Penalty: 6096.842285
	Iteration 82Q: 3 clusters Score -2.596878e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 216243 members 
Entering Unmasked Estep 
Score: -25968804.000000 Penalty: 6096.842285
	Iteration 83Q: 3 clusters Score -2.59688e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 216314 members 
Entering Unmasked Estep 
Score: -25968736.000000 Penalty: 6096.842285
	Iteration 84Q: 3 clusters Score -2.596874e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 216367 members 
Entering Unmasked Estep 
Score: -25968708.000000 Penalty: 6096.842285
	Iteration 85Q: 3 clusters Score -2.596871e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 216412 members 
Entering Unmasked Estep 
Score: -25968670.000000 Penalty: 6096.842285
	Iteration 86Q: 3 clusters Score -2.596867e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 216452 members 
Entering Unmasked Estep 
Score: -25968670.000000 Penalty: 6096.842285
	Iteration 87Q: 3 clusters Score -2.596867e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 216489 members 
Entering Unmasked Estep 
Score: -25968688.000000 Penalty: 6096.842285
	Iteration 88Q: 3 clusters Score -2.596869e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 216517 members 
Entering Unmasked Estep 
Score: -25968680.000000 Penalty: 6096.842285
	Iteration 89Q: 3 clusters Score -2.596868e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 216543 members 
Entering Unmasked Estep 
Score: -25968700.000000 Penalty: 6096.842285
	Iteration 90Q: 3 clusters Score -2.59687e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 216566 members 
Entering Unmasked Estep 
Score: -25968700.000000 Penalty: 6096.842285
	Iteration 91Q: 3 clusters Score -2.59687e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 216584 members 
Entering Unmasked Estep 
Score: -25968714.000000 Penalty: 6096.842285
	Iteration 92Q: 3 clusters Score -2.596871e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 216597 members 
Entering Unmasked Estep 
Score: -25968704.000000 Penalty: 6096.842285
	Iteration 93Q: 3 clusters Score -2.59687e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 216606 members 
Entering Unmasked Estep 
Score: -25968716.000000 Penalty: 6096.842285
	Iteration 94Q: 3 clusters Score -2.596872e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 216614 members 
Entering Unmasked Estep 
Score: -25968680.000000 Penalty: 6096.842285
	Iteration 95Q: 3 clusters Score -2.596868e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 216623 members 
Entering Unmasked Estep 
Score: -25968664.000000 Penalty: 6096.842285
	Iteration 96Q: 3 clusters Score -2.596866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 216630 members 
Entering Unmasked Estep 
Score: -25968654.000000 Penalty: 6096.842285
	Iteration 97Q: 3 clusters Score -2.596865e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 216635 members 
Entering Unmasked Estep 
Score: -25968664.000000 Penalty: 6096.842285
	Iteration 98Q: 3 clusters Score -2.596866e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 216649 members 
Entering Unmasked Estep 
Score: -25968666.000000 Penalty: 6096.842285
	Iteration 99Q: 3 clusters Score -2.596867e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 216659 members 
Entering Unmasked Estep 
Score: -25968654.000000 Penalty: 6096.842285
	Iteration 100F: 3 clusters Score -2.596865e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 216673 members 
Entering Unmasked Estep 
Score: -25968640.000000 Penalty: 6096.842285
	Iteration 101Q: 3 clusters Score -2.596864e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 216689 members 
Entering Unmasked Estep 
Score: -25968616.000000 Penalty: 6096.842285
	Iteration 102Q: 3 clusters Score -2.596862e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 216704 members 
Entering Unmasked Estep 
Score: -25968610.000000 Penalty: 6096.842285
	Iteration 103Q: 3 clusters Score -2.596861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 216709 members 
Entering Unmasked Estep 
Score: -25968608.000000 Penalty: 6096.842285
	Iteration 104Q: 3 clusters Score -2.596861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 216713 members 
Entering Unmasked Estep 
Score: -25968602.000000 Penalty: 6096.842285
	Iteration 105Q: 3 clusters Score -2.59686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 216722 members 
Entering Unmasked Estep 
Score: -25968612.000000 Penalty: 6096.842285
	Iteration 106Q: 3 clusters Score -2.596861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 216731 members 
Entering Unmasked Estep 
Score: -25968612.000000 Penalty: 6096.842285
	Iteration 107Q: 3 clusters Score -2.596861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 216739 members 
Entering Unmasked Estep 
Score: -25968612.000000 Penalty: 6096.842285
	Iteration 108Q: 3 clusters Score -2.596861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 216745 members 
Entering Unmasked Estep 
Score: -25968606.000000 Penalty: 6096.842285
	Iteration 109Q: 3 clusters Score -2.596861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 216753 members 
Entering Unmasked Estep 
Score: -25968594.000000 Penalty: 6096.842285
	Iteration 110Q: 3 clusters Score -2.596859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 216754 members 
Entering Unmasked Estep 
Score: -25968596.000000 Penalty: 6096.842285
	Iteration 111Q: 3 clusters Score -2.59686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 216756 members 
Entering Unmasked Estep 
Score: -25968608.000000 Penalty: 6096.842285
	Iteration 112Q: 3 clusters Score -2.596861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 216762 members 
Entering Unmasked Estep 
Score: -25968602.000000 Penalty: 6096.842285
	Iteration 113Q: 3 clusters Score -2.59686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 216764 members 
Entering Unmasked Estep 
Score: -25968610.000000 Penalty: 6096.842285
	Iteration 114Q: 3 clusters Score -2.596861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 216765 members 
Entering Unmasked Estep 
Score: -25968608.000000 Penalty: 6096.842285
	Iteration 115Q: 3 clusters Score -2.596861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 216765 members 
Entering Unmasked Estep 
Score: -25968608.000000 Penalty: 6096.842285
	Iteration 116F: 3 clusters Score -2.596861e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Entering Unmasked Estep 
Score: -5853041.500000 Penalty: 2677.376953
	Iteration 0F: 2 clusters Score -5853042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -5820265.500000 Penalty: 5354.753906
	Iteration 0F: 3 clusters Score -5820266 nChanged 22568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -5832714.500000 Penalty: 5354.753906
	Iteration 1F: 3 clusters Score -5832714 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -5833562.000000 Penalty: 5354.753906
	Iteration 2Q: 3 clusters Score -5833562 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -5834596.500000 Penalty: 5354.753906
	Iteration 3Q: 3 clusters Score -5834596 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -5835947.000000 Penalty: 5354.753906
	Iteration 4F: 3 clusters Score -5835947 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -5838044.500000 Penalty: 5354.753906
	Iteration 5F: 3 clusters Score -5838044 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -5840574.500000 Penalty: 5354.753906
	Iteration 6F: 3 clusters Score -5840574 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -5843170.000000 Penalty: 5354.753906
	Iteration 7F: 3 clusters Score -5843170 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -5845456.500000 Penalty: 5354.753906
	Iteration 8F: 3 clusters Score -5845456 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -5846878.000000 Penalty: 5354.753906
	Iteration 9Q: 3 clusters Score -5846878 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -5847632.500000 Penalty: 5354.753906
	Iteration 10Q: 3 clusters Score -5847632 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -5848111.500000 Penalty: 5354.753906
	Iteration 11Q: 3 clusters Score -5848112 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -5848564.000000 Penalty: 5354.753906
	Iteration 12Q: 3 clusters Score -5848564 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -5848914.500000 Penalty: 5354.753906
	Iteration 13Q: 3 clusters Score -5848914 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -5849223.000000 Penalty: 5354.753906
	Iteration 14Q: 3 clusters Score -5849223 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -5849563.500000 Penalty: 5354.753906
	Iteration 15Q: 3 clusters Score -5849564 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -5849821.000000 Penalty: 5354.753906
	Iteration 16Q: 3 clusters Score -5849821 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -5850119.500000 Penalty: 5354.753906
	Iteration 17Q: 3 clusters Score -5850120 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -5850371.000000 Penalty: 5354.753906
	Iteration 18Q: 3 clusters Score -5850371 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -5850569.000000 Penalty: 5354.753906
	Iteration 19Q: 3 clusters Score -5850569 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -5850745.500000 Penalty: 5354.753906
	Iteration 20F: 3 clusters Score -5850746 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -5850887.500000 Penalty: 5354.753906
	Iteration 21Q: 3 clusters Score -5850888 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -5851024.000000 Penalty: 5354.753906
	Iteration 22Q: 3 clusters Score -5851024 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -5851157.000000 Penalty: 5354.753906
	Iteration 23Q: 3 clusters Score -5851157 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5851284.000000 Penalty: 5354.753906
	Iteration 24Q: 3 clusters Score -5851284 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5851348.500000 Penalty: 5354.753906
	Iteration 25Q: 3 clusters Score -5851348 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -5851409.500000 Penalty: 5354.753906
	Iteration 26Q: 3 clusters Score -5851410 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -5851474.000000 Penalty: 5354.753906
	Iteration 27Q: 3 clusters Score -5851474 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5851506.500000 Penalty: 5354.753906
	Iteration 28Q: 3 clusters Score -5851506 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -5851528.000000 Penalty: 5354.753906
	Iteration 29Q: 3 clusters Score -5851528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5851540.000000 Penalty: 5354.753906
	Iteration 30Q: 3 clusters Score -5851540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -5851552.500000 Penalty: 5354.753906
	Iteration 31Q: 3 clusters Score -5851552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47097 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5851559.500000 Penalty: 5354.753906
	Iteration 32Q: 3 clusters Score -5851560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5851556.500000 Penalty: 5354.753906
	Iteration 33Q: 3 clusters Score -5851556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5851565.500000 Penalty: 5354.753906
	Iteration 34Q: 3 clusters Score -5851566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5851567.000000 Penalty: 5354.753906
	Iteration 35Q: 3 clusters Score -5851567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5851575.000000 Penalty: 5354.753906
	Iteration 36Q: 3 clusters Score -5851575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5851574.500000 Penalty: 5354.753906
	Iteration 37Q: 3 clusters Score -5851574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5851575.500000 Penalty: 5354.753906
	Iteration 38Q: 3 clusters Score -5851576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5851579.500000 Penalty: 5354.753906
	Iteration 39Q: 3 clusters Score -5851580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5851578.000000 Penalty: 5354.753906
	Iteration 40F: 3 clusters Score -5851578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5851580.500000 Penalty: 5354.753906
	Iteration 41Q: 3 clusters Score -5851580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5851578.000000 Penalty: 5354.753906
	Iteration 42Q: 3 clusters Score -5851578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5851578.000000 Penalty: 5354.753906
	Iteration 43F: 3 clusters Score -5851578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Entering Unmasked Estep 
Score: -2726862.000000 Penalty: 2483.716064
	Iteration 0F: 2 clusters Score -2726862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2711211.750000 Penalty: 4967.432129
	Iteration 0F: 3 clusters Score -2711212 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2716586.750000 Penalty: 4967.432129
	Iteration 1F: 3 clusters Score -2716587 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2717020.000000 Penalty: 4967.432129
	Iteration 2F: 3 clusters Score -2717020 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2717415.000000 Penalty: 4967.432129
	Iteration 3Q: 3 clusters Score -2717415 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2717813.250000 Penalty: 4967.432129
	Iteration 4Q: 3 clusters Score -2717813 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2718233.250000 Penalty: 4967.432129
	Iteration 5Q: 3 clusters Score -2718233 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2718744.500000 Penalty: 4967.432129
	Iteration 6Q: 3 clusters Score -2718744 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2719399.000000 Penalty: 4967.432129
	Iteration 7Q: 3 clusters Score -2719399 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2720262.750000 Penalty: 4967.432129
	Iteration 8F: 3 clusters Score -2720263 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2721248.750000 Penalty: 4967.432129
	Iteration 9F: 3 clusters Score -2721249 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2722224.250000 Penalty: 4967.432129
	Iteration 10F: 3 clusters Score -2722224 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2723028.250000 Penalty: 4967.432129
	Iteration 11Q: 3 clusters Score -2723028 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2723641.000000 Penalty: 4967.432129
	Iteration 12Q: 3 clusters Score -2723641 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2724026.250000 Penalty: 4967.432129
	Iteration 13Q: 3 clusters Score -2724026 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2724256.750000 Penalty: 4967.432129
	Iteration 14Q: 3 clusters Score -2724257 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2724396.000000 Penalty: 4967.432129
	Iteration 15Q: 3 clusters Score -2724396 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2724496.000000 Penalty: 4967.432129
	Iteration 16Q: 3 clusters Score -2724496 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2724561.500000 Penalty: 4967.432129
	Iteration 17Q: 3 clusters Score -2724562 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2724605.500000 Penalty: 4967.432129
	Iteration 18Q: 3 clusters Score -2724606 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2724646.250000 Penalty: 4967.432129
	Iteration 19Q: 3 clusters Score -2724646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2724668.750000 Penalty: 4967.432129
	Iteration 20F: 3 clusters Score -2724669 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2724684.250000 Penalty: 4967.432129
	Iteration 21Q: 3 clusters Score -2724684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2724714.500000 Penalty: 4967.432129
	Iteration 22Q: 3 clusters Score -2724714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2724746.000000 Penalty: 4967.432129
	Iteration 23Q: 3 clusters Score -2724746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2724761.250000 Penalty: 4967.432129
	Iteration 24Q: 3 clusters Score -2724761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2724772.750000 Penalty: 4967.432129
	Iteration 25Q: 3 clusters Score -2724773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2724780.500000 Penalty: 4967.432129
	Iteration 26Q: 3 clusters Score -2724780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2724786.250000 Penalty: 4967.432129
	Iteration 27Q: 3 clusters Score -2724786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2724791.500000 Penalty: 4967.432129
	Iteration 28Q: 3 clusters Score -2724792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2724797.000000 Penalty: 4967.432129
	Iteration 29Q: 3 clusters Score -2724797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2724797.250000 Penalty: 4967.432129
	Iteration 30Q: 3 clusters Score -2724797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2724803.250000 Penalty: 4967.432129
	Iteration 31Q: 3 clusters Score -2724803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2724805.000000 Penalty: 4967.432129
	Iteration 32Q: 3 clusters Score -2724805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2724806.250000 Penalty: 4967.432129
	Iteration 33Q: 3 clusters Score -2724806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2724806.500000 Penalty: 4967.432129
	Iteration 34Q: 3 clusters Score -2724806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2724806.500000 Penalty: 4967.432129
	Iteration 35F: 3 clusters Score -2724806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Entering Unmasked Estep 
Score: -705101.437500 Penalty: 2153.059082
	Iteration 0F: 2 clusters Score -705101.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -699973.562500 Penalty: 4306.118164
	Iteration 0F: 3 clusters Score -699973.6 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -701193.437500 Penalty: 4306.118164
	Iteration 1F: 3 clusters Score -701193.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -701397.125000 Penalty: 4306.118164
	Iteration 2F: 3 clusters Score -701397.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -701532.062500 Penalty: 4306.118164
	Iteration 3Q: 3 clusters Score -701532.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -701613.312500 Penalty: 4306.118164
	Iteration 4Q: 3 clusters Score -701613.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -701678.687500 Penalty: 4306.118164
	Iteration 5Q: 3 clusters Score -701678.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -701731.000000 Penalty: 4306.118164
	Iteration 6Q: 3 clusters Score -701731 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -701770.562500 Penalty: 4306.118164
	Iteration 7Q: 3 clusters Score -701770.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -701796.000000 Penalty: 4306.118164
	Iteration 8Q: 3 clusters Score -701796 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -701814.312500 Penalty: 4306.118164
	Iteration 9Q: 3 clusters Score -701814.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -701833.937500 Penalty: 4306.118164
	Iteration 10Q: 3 clusters Score -701833.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -701860.625000 Penalty: 4306.118164
	Iteration 11Q: 3 clusters Score -701860.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -701882.250000 Penalty: 4306.118164
	Iteration 12Q: 3 clusters Score -701882.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -701906.937500 Penalty: 4306.118164
	Iteration 13Q: 3 clusters Score -701906.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -701919.625000 Penalty: 4306.118164
	Iteration 14Q: 3 clusters Score -701919.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -701933.937500 Penalty: 4306.118164
	Iteration 15Q: 3 clusters Score -701933.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -701945.750000 Penalty: 4306.118164
	Iteration 16Q: 3 clusters Score -701945.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -701955.000000 Penalty: 4306.118164
	Iteration 17Q: 3 clusters Score -701955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -701965.875000 Penalty: 4306.118164
	Iteration 18Q: 3 clusters Score -701965.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -701974.437500 Penalty: 4306.118164
	Iteration 19Q: 3 clusters Score -701974.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -701979.750000 Penalty: 4306.118164
	Iteration 20F: 3 clusters Score -701979.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -701984.187500 Penalty: 4306.118164
	Iteration 21Q: 3 clusters Score -701984.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -701987.000000 Penalty: 4306.118164
	Iteration 22Q: 3 clusters Score -701987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -701991.500000 Penalty: 4306.118164
	Iteration 23Q: 3 clusters Score -701991.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -701995.875000 Penalty: 4306.118164
	Iteration 24Q: 3 clusters Score -701995.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -702004.250000 Penalty: 4306.118164
	Iteration 25Q: 3 clusters Score -702004.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -702010.625000 Penalty: 4306.118164
	Iteration 26Q: 3 clusters Score -702010.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -702018.437500 Penalty: 4306.118164
	Iteration 27Q: 3 clusters Score -702018.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -702022.625000 Penalty: 4306.118164
	Iteration 28Q: 3 clusters Score -702022.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -702029.750000 Penalty: 4306.118164
	Iteration 29Q: 3 clusters Score -702029.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -702035.562500 Penalty: 4306.118164
	Iteration 30Q: 3 clusters Score -702035.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -702040.937500 Penalty: 4306.118164
	Iteration 31Q: 3 clusters Score -702040.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -702044.125000 Penalty: 4306.118164
	Iteration 32Q: 3 clusters Score -702044.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -702048.937500 Penalty: 4306.118164
	Iteration 33Q: 3 clusters Score -702048.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -702052.500000 Penalty: 4306.118164
	Iteration 34Q: 3 clusters Score -702052.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -702059.375000 Penalty: 4306.118164
	Iteration 35Q: 3 clusters Score -702059.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -702067.000000 Penalty: 4306.118164
	Iteration 36Q: 3 clusters Score -702067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -702071.312500 Penalty: 4306.118164
	Iteration 37Q: 3 clusters Score -702071.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -702078.312500 Penalty: 4306.118164
	Iteration 38Q: 3 clusters Score -702078.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -702085.000000 Penalty: 4306.118164
	Iteration 39Q: 3 clusters Score -702085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -702093.062500 Penalty: 4306.118164
	Iteration 40F: 3 clusters Score -702093.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -702099.312500 Penalty: 4306.118164
	Iteration 41Q: 3 clusters Score -702099.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -702112.500000 Penalty: 4306.118164
	Iteration 42Q: 3 clusters Score -702112.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -702125.562500 Penalty: 4306.118164
	Iteration 43Q: 3 clusters Score -702125.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -702137.562500 Penalty: 4306.118164
	Iteration 44Q: 3 clusters Score -702137.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -702150.500000 Penalty: 4306.118164
	Iteration 45Q: 3 clusters Score -702150.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -702163.250000 Penalty: 4306.118164
	Iteration 46Q: 3 clusters Score -702163.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -702177.500000 Penalty: 4306.118164
	Iteration 47Q: 3 clusters Score -702177.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -702192.125000 Penalty: 4306.118164
	Iteration 48Q: 3 clusters Score -702192.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -702208.000000 Penalty: 4306.118164
	Iteration 49Q: 3 clusters Score -702208 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -702222.625000 Penalty: 4306.118164
	Iteration 50Q: 3 clusters Score -702222.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -702239.062500 Penalty: 4306.118164
	Iteration 51Q: 3 clusters Score -702239.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -702249.562500 Penalty: 4306.118164
	Iteration 52Q: 3 clusters Score -702249.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -702268.500000 Penalty: 4306.118164
	Iteration 53Q: 3 clusters Score -702268.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -702282.812500 Penalty: 4306.118164
	Iteration 54Q: 3 clusters Score -702282.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -702299.937500 Penalty: 4306.118164
	Iteration 55Q: 3 clusters Score -702299.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -702318.187500 Penalty: 4306.118164
	Iteration 56Q: 3 clusters Score -702318.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -702339.000000 Penalty: 4306.118164
	Iteration 57Q: 3 clusters Score -702339 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -702358.000000 Penalty: 4306.118164
	Iteration 58Q: 3 clusters Score -702358 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -702383.562500 Penalty: 4306.118164
	Iteration 59Q: 3 clusters Score -702383.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -702411.125000 Penalty: 4306.118164
	Iteration 60F: 3 clusters Score -702411.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -702429.437500 Penalty: 4306.118164
	Iteration 61Q: 3 clusters Score -702429.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -702448.375000 Penalty: 4306.118164
	Iteration 62Q: 3 clusters Score -702448.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -702473.562500 Penalty: 4306.118164
	Iteration 63Q: 3 clusters Score -702473.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -702496.437500 Penalty: 4306.118164
	Iteration 64Q: 3 clusters Score -702496.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -702520.875000 Penalty: 4306.118164
	Iteration 65Q: 3 clusters Score -702520.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -702543.812500 Penalty: 4306.118164
	Iteration 66Q: 3 clusters Score -702543.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -702564.687500 Penalty: 4306.118164
	Iteration 67Q: 3 clusters Score -702564.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -702588.187500 Penalty: 4306.118164
	Iteration 68Q: 3 clusters Score -702588.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -702610.625000 Penalty: 4306.118164
	Iteration 69Q: 3 clusters Score -702610.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -702633.687500 Penalty: 4306.118164
	Iteration 70Q: 3 clusters Score -702633.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -702659.562500 Penalty: 4306.118164
	Iteration 71Q: 3 clusters Score -702659.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -702691.312500 Penalty: 4306.118164
	Iteration 72Q: 3 clusters Score -702691.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -702725.062500 Penalty: 4306.118164
	Iteration 73Q: 3 clusters Score -702725.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -702765.125000 Penalty: 4306.118164
	Iteration 74Q: 3 clusters Score -702765.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -702798.562500 Penalty: 4306.118164
	Iteration 75Q: 3 clusters Score -702798.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -702829.375000 Penalty: 4306.118164
	Iteration 76Q: 3 clusters Score -702829.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -702862.187500 Penalty: 4306.118164
	Iteration 77Q: 3 clusters Score -702862.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -702902.375000 Penalty: 4306.118164
	Iteration 78Q: 3 clusters Score -702902.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -702945.062500 Penalty: 4306.118164
	Iteration 79Q: 3 clusters Score -702945.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -702989.625000 Penalty: 4306.118164
	Iteration 80F: 3 clusters Score -702989.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -703023.250000 Penalty: 4306.118164
	Iteration 81Q: 3 clusters Score -703023.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -703056.562500 Penalty: 4306.118164
	Iteration 82Q: 3 clusters Score -703056.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -703083.750000 Penalty: 4306.118164
	Iteration 83Q: 3 clusters Score -703083.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -703106.000000 Penalty: 4306.118164
	Iteration 84Q: 3 clusters Score -703106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -703122.062500 Penalty: 4306.118164
	Iteration 85Q: 3 clusters Score -703122.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -703149.500000 Penalty: 4306.118164
	Iteration 86Q: 3 clusters Score -703149.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -703176.062500 Penalty: 4306.118164
	Iteration 87Q: 3 clusters Score -703176.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -703192.062500 Penalty: 4306.118164
	Iteration 88Q: 3 clusters Score -703192.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -703212.187500 Penalty: 4306.118164
	Iteration 89Q: 3 clusters Score -703212.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -703226.562500 Penalty: 4306.118164
	Iteration 90Q: 3 clusters Score -703226.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -703233.812500 Penalty: 4306.118164
	Iteration 91Q: 3 clusters Score -703233.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -703243.562500 Penalty: 4306.118164
	Iteration 92Q: 3 clusters Score -703243.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -703259.750000 Penalty: 4306.118164
	Iteration 93Q: 3 clusters Score -703259.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -703274.125000 Penalty: 4306.118164
	Iteration 94Q: 3 clusters Score -703274.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -703283.625000 Penalty: 4306.118164
	Iteration 95Q: 3 clusters Score -703283.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -703289.062500 Penalty: 4306.118164
	Iteration 96Q: 3 clusters Score -703289.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -703292.875000 Penalty: 4306.118164
	Iteration 97Q: 3 clusters Score -703292.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -703298.750000 Penalty: 4306.118164
	Iteration 98Q: 3 clusters Score -703298.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -703303.937500 Penalty: 4306.118164
	Iteration 99Q: 3 clusters Score -703303.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -703310.687500 Penalty: 4306.118164
	Iteration 100F: 3 clusters Score -703310.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -703316.875000 Penalty: 4306.118164
	Iteration 101Q: 3 clusters Score -703316.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -703320.187500 Penalty: 4306.118164
	Iteration 102Q: 3 clusters Score -703320.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -703321.937500 Penalty: 4306.118164
	Iteration 103Q: 3 clusters Score -703321.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -703321.937500 Penalty: 4306.118164
	Iteration 104F: 3 clusters Score -703321.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Entering Unmasked Estep 
Score: -234428.328125 Penalty: 1892.955566
	Iteration 0F: 2 clusters Score -234428.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -231778.468750 Penalty: 3785.911133
	Iteration 0F: 3 clusters Score -231778.5 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -232301.125000 Penalty: 3785.911133
	Iteration 1F: 3 clusters Score -232301.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -232436.531250 Penalty: 3785.911133
	Iteration 2F: 3 clusters Score -232436.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -232495.296875 Penalty: 3785.911133
	Iteration 3Q: 3 clusters Score -232495.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -232525.156250 Penalty: 3785.911133
	Iteration 4Q: 3 clusters Score -232525.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -232544.906250 Penalty: 3785.911133
	Iteration 5Q: 3 clusters Score -232544.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -232554.468750 Penalty: 3785.911133
	Iteration 6Q: 3 clusters Score -232554.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -232562.984375 Penalty: 3785.911133
	Iteration 7Q: 3 clusters Score -232563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -232575.234375 Penalty: 3785.911133
	Iteration 8Q: 3 clusters Score -232575.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -232589.703125 Penalty: 3785.911133
	Iteration 9Q: 3 clusters Score -232589.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -232604.328125 Penalty: 3785.911133
	Iteration 10Q: 3 clusters Score -232604.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -232614.109375 Penalty: 3785.911133
	Iteration 11Q: 3 clusters Score -232614.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -232620.171875 Penalty: 3785.911133
	Iteration 12Q: 3 clusters Score -232620.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -232624.906250 Penalty: 3785.911133
	Iteration 13Q: 3 clusters Score -232624.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -232632.906250 Penalty: 3785.911133
	Iteration 14Q: 3 clusters Score -232632.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -232639.890625 Penalty: 3785.911133
	Iteration 15Q: 3 clusters Score -232639.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -232645.406250 Penalty: 3785.911133
	Iteration 16Q: 3 clusters Score -232645.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -232659.390625 Penalty: 3785.911133
	Iteration 17Q: 3 clusters Score -232659.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -232680.968750 Penalty: 3785.911133
	Iteration 18Q: 3 clusters Score -232681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -232692.593750 Penalty: 3785.911133
	Iteration 19Q: 3 clusters Score -232692.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -232701.656250 Penalty: 3785.911133
	Iteration 20F: 3 clusters Score -232701.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -232710.031250 Penalty: 3785.911133
	Iteration 21Q: 3 clusters Score -232710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -232715.890625 Penalty: 3785.911133
	Iteration 22Q: 3 clusters Score -232715.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -232722.593750 Penalty: 3785.911133
	Iteration 23Q: 3 clusters Score -232722.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -232728.609375 Penalty: 3785.911133
	Iteration 24Q: 3 clusters Score -232728.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -232737.328125 Penalty: 3785.911133
	Iteration 25Q: 3 clusters Score -232737.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -232741.531250 Penalty: 3785.911133
	Iteration 26Q: 3 clusters Score -232741.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -232744.140625 Penalty: 3785.911133
	Iteration 27Q: 3 clusters Score -232744.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -232745.250000 Penalty: 3785.911133
	Iteration 28Q: 3 clusters Score -232745.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -232746.843750 Penalty: 3785.911133
	Iteration 29Q: 3 clusters Score -232746.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -232750.531250 Penalty: 3785.911133
	Iteration 30Q: 3 clusters Score -232750.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -232754.531250 Penalty: 3785.911133
	Iteration 31Q: 3 clusters Score -232754.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -232755.437500 Penalty: 3785.911133
	Iteration 32Q: 3 clusters Score -232755.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -232757.328125 Penalty: 3785.911133
	Iteration 33Q: 3 clusters Score -232757.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -232758.578125 Penalty: 3785.911133
	Iteration 34Q: 3 clusters Score -232758.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -232763.093750 Penalty: 3785.911133
	Iteration 35Q: 3 clusters Score -232763.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -232765.218750 Penalty: 3785.911133
	Iteration 36Q: 3 clusters Score -232765.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -232768.875000 Penalty: 3785.911133
	Iteration 37Q: 3 clusters Score -232768.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -232774.671875 Penalty: 3785.911133
	Iteration 38Q: 3 clusters Score -232774.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -232779.250000 Penalty: 3785.911133
	Iteration 39Q: 3 clusters Score -232779.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -232782.250000 Penalty: 3785.911133
	Iteration 40F: 3 clusters Score -232782.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -232785.843750 Penalty: 3785.911133
	Iteration 41Q: 3 clusters Score -232785.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -232791.953125 Penalty: 3785.911133
	Iteration 42Q: 3 clusters Score -232792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -232794.828125 Penalty: 3785.911133
	Iteration 43Q: 3 clusters Score -232794.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -232797.640625 Penalty: 3785.911133
	Iteration 44Q: 3 clusters Score -232797.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -232800.421875 Penalty: 3785.911133
	Iteration 45Q: 3 clusters Score -232800.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -232804.781250 Penalty: 3785.911133
	Iteration 46Q: 3 clusters Score -232804.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -232809.078125 Penalty: 3785.911133
	Iteration 47Q: 3 clusters Score -232809.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -232816.046875 Penalty: 3785.911133
	Iteration 48Q: 3 clusters Score -232816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -232822.625000 Penalty: 3785.911133
	Iteration 49Q: 3 clusters Score -232822.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -232841.359375 Penalty: 3785.911133
	Iteration 50Q: 3 clusters Score -232841.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -232870.625000 Penalty: 3785.911133
	Iteration 51Q: 3 clusters Score -232870.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -232902.000000 Penalty: 3785.911133
	Iteration 52Q: 3 clusters Score -232902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -232944.031250 Penalty: 3785.911133
	Iteration 53Q: 3 clusters Score -232944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -233006.750000 Penalty: 3785.911133
	Iteration 54Q: 3 clusters Score -233006.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -233086.968750 Penalty: 3785.911133
	Iteration 55Q: 3 clusters Score -233087 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -233152.234375 Penalty: 3785.911133
	Iteration 56Q: 3 clusters Score -233152.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -233196.578125 Penalty: 3785.911133
	Iteration 57Q: 3 clusters Score -233196.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -233243.296875 Penalty: 3785.911133
	Iteration 58Q: 3 clusters Score -233243.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -233274.906250 Penalty: 3785.911133
	Iteration 59Q: 3 clusters Score -233274.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -233294.687500 Penalty: 3785.911133
	Iteration 60F: 3 clusters Score -233294.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -233306.984375 Penalty: 3785.911133
	Iteration 61Q: 3 clusters Score -233307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -233316.500000 Penalty: 3785.911133
	Iteration 62Q: 3 clusters Score -233316.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -233327.343750 Penalty: 3785.911133
	Iteration 63Q: 3 clusters Score -233327.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -233338.562500 Penalty: 3785.911133
	Iteration 64Q: 3 clusters Score -233338.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -233353.125000 Penalty: 3785.911133
	Iteration 65Q: 3 clusters Score -233353.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -233374.281250 Penalty: 3785.911133
	Iteration 66Q: 3 clusters Score -233374.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -233389.765625 Penalty: 3785.911133
	Iteration 67Q: 3 clusters Score -233389.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -233399.609375 Penalty: 3785.911133
	Iteration 68Q: 3 clusters Score -233399.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -233421.375000 Penalty: 3785.911133
	Iteration 69Q: 3 clusters Score -233421.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -233441.125000 Penalty: 3785.911133
	Iteration 70Q: 3 clusters Score -233441.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -233462.906250 Penalty: 3785.911133
	Iteration 71Q: 3 clusters Score -233462.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -233473.078125 Penalty: 3785.911133
	Iteration 72Q: 3 clusters Score -233473.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -233486.406250 Penalty: 3785.911133
	Iteration 73Q: 3 clusters Score -233486.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -233506.812500 Penalty: 3785.911133
	Iteration 74Q: 3 clusters Score -233506.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -233534.359375 Penalty: 3785.911133
	Iteration 75Q: 3 clusters Score -233534.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -233569.187500 Penalty: 3785.911133
	Iteration 76Q: 3 clusters Score -233569.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -233602.484375 Penalty: 3785.911133
	Iteration 77Q: 3 clusters Score -233602.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -233633.281250 Penalty: 3785.911133
	Iteration 78Q: 3 clusters Score -233633.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -233650.250000 Penalty: 3785.911133
	Iteration 79Q: 3 clusters Score -233650.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -233671.265625 Penalty: 3785.911133
	Iteration 80F: 3 clusters Score -233671.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -233689.265625 Penalty: 3785.911133
	Iteration 81Q: 3 clusters Score -233689.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -233702.171875 Penalty: 3785.911133
	Iteration 82Q: 3 clusters Score -233702.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -233713.687500 Penalty: 3785.911133
	Iteration 83Q: 3 clusters Score -233713.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -233723.859375 Penalty: 3785.911133
	Iteration 84Q: 3 clusters Score -233723.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -233729.734375 Penalty: 3785.911133
	Iteration 85Q: 3 clusters Score -233729.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -233731.734375 Penalty: 3785.911133
	Iteration 86Q: 3 clusters Score -233731.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -233732.546875 Penalty: 3785.911133
	Iteration 87Q: 3 clusters Score -233732.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -233735.343750 Penalty: 3785.911133
	Iteration 88Q: 3 clusters Score -233735.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -233737.062500 Penalty: 3785.911133
	Iteration 89Q: 3 clusters Score -233737.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -233739.343750 Penalty: 3785.911133
	Iteration 90Q: 3 clusters Score -233739.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -233740.593750 Penalty: 3785.911133
	Iteration 91Q: 3 clusters Score -233740.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -233741.109375 Penalty: 3785.911133
	Iteration 92Q: 3 clusters Score -233741.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -233741.718750 Penalty: 3785.911133
	Iteration 93Q: 3 clusters Score -233741.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -233741.687500 Penalty: 3785.911133
	Iteration 94Q: 3 clusters Score -233741.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -233741.687500 Penalty: 3785.911133
	Iteration 95F: 3 clusters Score -233741.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Entering Unmasked Estep 
Score: -4448791.000000 Penalty: 2607.232910
	Iteration 0F: 2 clusters Score -4448791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -4423746.000000 Penalty: 5214.465820
	Iteration 0F: 3 clusters Score -4423746 nChanged 16780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -4432857.000000 Penalty: 5214.465820
	Iteration 1F: 3 clusters Score -4432857 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -4433471.000000 Penalty: 5214.465820
	Iteration 2Q: 3 clusters Score -4433471 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -4434224.500000 Penalty: 5214.465820
	Iteration 3Q: 3 clusters Score -4434224 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -4435345.000000 Penalty: 5214.465820
	Iteration 4F: 3 clusters Score -4435345 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -4437174.500000 Penalty: 5214.465820
	Iteration 5F: 3 clusters Score -4437174 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -4439693.000000 Penalty: 5214.465820
	Iteration 6F: 3 clusters Score -4439693 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -4442520.500000 Penalty: 5214.465820
	Iteration 7F: 3 clusters Score -4442520 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -4445295.500000 Penalty: 5214.465820
	Iteration 8F: 3 clusters Score -4445296 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -4447166.000000 Penalty: 5214.465820
	Iteration 9Q: 3 clusters Score -4447166 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -4447933.500000 Penalty: 5214.465820
	Iteration 10Q: 3 clusters Score -4447934 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -4448162.000000 Penalty: 5214.465820
	Iteration 11Q: 3 clusters Score -4448162 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -4448234.500000 Penalty: 5214.465820
	Iteration 12Q: 3 clusters Score -4448234 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -4448285.500000 Penalty: 5214.465820
	Iteration 13Q: 3 clusters Score -4448286 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -4448298.000000 Penalty: 5214.465820
	Iteration 14Q: 3 clusters Score -4448298 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -4448327.500000 Penalty: 5214.465820
	Iteration 15Q: 3 clusters Score -4448328 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -4448330.500000 Penalty: 5214.465820
	Iteration 16Q: 3 clusters Score -4448330 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -4448331.500000 Penalty: 5214.465820
	Iteration 17Q: 3 clusters Score -4448332 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -4448338.000000 Penalty: 5214.465820
	Iteration 18Q: 3 clusters Score -4448338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -4448343.500000 Penalty: 5214.465820
	Iteration 19Q: 3 clusters Score -4448344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -4448352.000000 Penalty: 5214.465820
	Iteration 20F: 3 clusters Score -4448352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -4448353.500000 Penalty: 5214.465820
	Iteration 21Q: 3 clusters Score -4448354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -4448353.000000 Penalty: 5214.465820
	Iteration 22Q: 3 clusters Score -4448353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -4448341.500000 Penalty: 5214.465820
	Iteration 23Q: 3 clusters Score -4448342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -4448335.000000 Penalty: 5214.465820
	Iteration 24Q: 3 clusters Score -4448335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -4448337.500000 Penalty: 5214.465820
	Iteration 25Q: 3 clusters Score -4448338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -4448337.500000 Penalty: 5214.465820
	Iteration 26Q: 3 clusters Score -4448338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -4448345.000000 Penalty: 5214.465820
	Iteration 27Q: 3 clusters Score -4448345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -4448349.000000 Penalty: 5214.465820
	Iteration 28Q: 3 clusters Score -4448349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -4448348.000000 Penalty: 5214.465820
	Iteration 29Q: 3 clusters Score -4448348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -4448348.000000 Penalty: 5214.465820
	Iteration 30Q: 3 clusters Score -4448348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -4448356.500000 Penalty: 5214.465820
	Iteration 31Q: 3 clusters Score -4448356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -4448352.500000 Penalty: 5214.465820
	Iteration 32Q: 3 clusters Score -4448352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -4448350.500000 Penalty: 5214.465820
	Iteration 33Q: 3 clusters Score -4448350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -4448344.000000 Penalty: 5214.465820
	Iteration 34Q: 3 clusters Score -4448344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -4448349.000000 Penalty: 5214.465820
	Iteration 35Q: 3 clusters Score -4448349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -4448347.000000 Penalty: 5214.465820
	Iteration 36Q: 3 clusters Score -4448347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -4448347.000000 Penalty: 5214.465820
	Iteration 37F: 3 clusters Score -4448347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Entering Unmasked Estep 
Score: -1310164.375000 Penalty: 2303.801270
	Iteration 0F: 2 clusters Score -1310164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1301982.625000 Penalty: 4607.602539
	Iteration 0F: 3 clusters Score -1301983 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1304317.375000 Penalty: 4607.602539
	Iteration 1F: 3 clusters Score -1304317 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1304589.250000 Penalty: 4607.602539
	Iteration 2F: 3 clusters Score -1304589 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1304784.250000 Penalty: 4607.602539
	Iteration 3Q: 3 clusters Score -1304784 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1304934.750000 Penalty: 4607.602539
	Iteration 4Q: 3 clusters Score -1304935 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1305066.125000 Penalty: 4607.602539
	Iteration 5Q: 3 clusters Score -1305066 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1305182.375000 Penalty: 4607.602539
	Iteration 6Q: 3 clusters Score -1305182 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1305289.875000 Penalty: 4607.602539
	Iteration 7Q: 3 clusters Score -1305290 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1305406.000000 Penalty: 4607.602539
	Iteration 8Q: 3 clusters Score -1305406 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1305526.125000 Penalty: 4607.602539
	Iteration 9Q: 3 clusters Score -1305526 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1305670.375000 Penalty: 4607.602539
	Iteration 10Q: 3 clusters Score -1305670 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1305854.500000 Penalty: 4607.602539
	Iteration 11Q: 3 clusters Score -1305854 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1306099.750000 Penalty: 4607.602539
	Iteration 12Q: 3 clusters Score -1306100 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1306381.875000 Penalty: 4607.602539
	Iteration 13Q: 3 clusters Score -1306382 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1306708.500000 Penalty: 4607.602539
	Iteration 14Q: 3 clusters Score -1306708 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1307029.625000 Penalty: 4607.602539
	Iteration 15Q: 3 clusters Score -1307030 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1307343.000000 Penalty: 4607.602539
	Iteration 16Q: 3 clusters Score -1307343 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1307612.375000 Penalty: 4607.602539
	Iteration 17Q: 3 clusters Score -1307612 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1307775.125000 Penalty: 4607.602539
	Iteration 18Q: 3 clusters Score -1307775 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1307868.750000 Penalty: 4607.602539
	Iteration 19Q: 3 clusters Score -1307869 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1307931.250000 Penalty: 4607.602539
	Iteration 20F: 3 clusters Score -1307931 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1307972.375000 Penalty: 4607.602539
	Iteration 21Q: 3 clusters Score -1307972 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1308008.875000 Penalty: 4607.602539
	Iteration 22Q: 3 clusters Score -1308009 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1308034.625000 Penalty: 4607.602539
	Iteration 23Q: 3 clusters Score -1308035 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1308049.750000 Penalty: 4607.602539
	Iteration 24Q: 3 clusters Score -1308050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1308062.250000 Penalty: 4607.602539
	Iteration 25Q: 3 clusters Score -1308062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1308072.500000 Penalty: 4607.602539
	Iteration 26Q: 3 clusters Score -1308072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1308079.250000 Penalty: 4607.602539
	Iteration 27Q: 3 clusters Score -1308079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1308081.875000 Penalty: 4607.602539
	Iteration 28Q: 3 clusters Score -1308082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1308086.500000 Penalty: 4607.602539
	Iteration 29Q: 3 clusters Score -1308086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1308093.750000 Penalty: 4607.602539
	Iteration 30Q: 3 clusters Score -1308094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1308097.750000 Penalty: 4607.602539
	Iteration 31Q: 3 clusters Score -1308098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1308097.000000 Penalty: 4607.602539
	Iteration 32Q: 3 clusters Score -1308097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1308098.500000 Penalty: 4607.602539
	Iteration 33Q: 3 clusters Score -1308098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1308103.000000 Penalty: 4607.602539
	Iteration 34Q: 3 clusters Score -1308103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1308101.000000 Penalty: 4607.602539
	Iteration 35Q: 3 clusters Score -1308101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1308103.750000 Penalty: 4607.602539
	Iteration 36Q: 3 clusters Score -1308104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1308103.750000 Penalty: 4607.602539
	Iteration 37F: 3 clusters Score -1308104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Entering Unmasked Estep 
Score: -585415.125000 Penalty: 2104.197998
	Iteration 0F: 2 clusters Score -585415.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -580973.625000 Penalty: 4208.395996
	Iteration 0F: 3 clusters Score -580973.6 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -582369.375000 Penalty: 4208.395996
	Iteration 1F: 3 clusters Score -582369.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -582872.000000 Penalty: 4208.395996
	Iteration 2F: 3 clusters Score -582872 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -583281.625000 Penalty: 4208.395996
	Iteration 3F: 3 clusters Score -583281.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -583601.125000 Penalty: 4208.395996
	Iteration 4F: 3 clusters Score -583601.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -583877.562500 Penalty: 4208.395996
	Iteration 5F: 3 clusters Score -583877.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -584093.687500 Penalty: 4208.395996
	Iteration 6F: 3 clusters Score -584093.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -584256.625000 Penalty: 4208.395996
	Iteration 7Q: 3 clusters Score -584256.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -584370.812500 Penalty: 4208.395996
	Iteration 8Q: 3 clusters Score -584370.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -584459.937500 Penalty: 4208.395996
	Iteration 9Q: 3 clusters Score -584459.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -584516.562500 Penalty: 4208.395996
	Iteration 10Q: 3 clusters Score -584516.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -584556.937500 Penalty: 4208.395996
	Iteration 11Q: 3 clusters Score -584556.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -584582.437500 Penalty: 4208.395996
	Iteration 12Q: 3 clusters Score -584582.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -584611.125000 Penalty: 4208.395996
	Iteration 13Q: 3 clusters Score -584611.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -584632.812500 Penalty: 4208.395996
	Iteration 14Q: 3 clusters Score -584632.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -584651.125000 Penalty: 4208.395996
	Iteration 15Q: 3 clusters Score -584651.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -584668.187500 Penalty: 4208.395996
	Iteration 16Q: 3 clusters Score -584668.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -584692.812500 Penalty: 4208.395996
	Iteration 17Q: 3 clusters Score -584692.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -584718.250000 Penalty: 4208.395996
	Iteration 18Q: 3 clusters Score -584718.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -584738.312500 Penalty: 4208.395996
	Iteration 19Q: 3 clusters Score -584738.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -584751.812500 Penalty: 4208.395996
	Iteration 20F: 3 clusters Score -584751.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -584760.687500 Penalty: 4208.395996
	Iteration 21Q: 3 clusters Score -584760.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -584767.062500 Penalty: 4208.395996
	Iteration 22Q: 3 clusters Score -584767.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -584772.437500 Penalty: 4208.395996
	Iteration 23Q: 3 clusters Score -584772.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -584777.125000 Penalty: 4208.395996
	Iteration 24Q: 3 clusters Score -584777.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -584780.625000 Penalty: 4208.395996
	Iteration 25Q: 3 clusters Score -584780.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -584782.937500 Penalty: 4208.395996
	Iteration 26Q: 3 clusters Score -584782.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -584786.875000 Penalty: 4208.395996
	Iteration 27Q: 3 clusters Score -584786.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -584791.000000 Penalty: 4208.395996
	Iteration 28Q: 3 clusters Score -584791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -584791.750000 Penalty: 4208.395996
	Iteration 29Q: 3 clusters Score -584791.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -584792.312500 Penalty: 4208.395996
	Iteration 30Q: 3 clusters Score -584792.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -584795.250000 Penalty: 4208.395996
	Iteration 31Q: 3 clusters Score -584795.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -584797.437500 Penalty: 4208.395996
	Iteration 32Q: 3 clusters Score -584797.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -584799.625000 Penalty: 4208.395996
	Iteration 33Q: 3 clusters Score -584799.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -584800.687500 Penalty: 4208.395996
	Iteration 34Q: 3 clusters Score -584800.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -584800.687500 Penalty: 4208.395996
	Iteration 35F: 3 clusters Score -584800.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -67614.031250 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -67614.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -66014.695312 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -66014.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66347.648438 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -66347.65 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66595.273438 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -66595.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -66830.812500 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -66830.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66929.125000 Penalty: 3232.031738
	Iteration 4Q: 3 clusters Score -66929.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66965.640625 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -66965.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66992.125000 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -66992.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -67022.187500 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -67022.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67048.750000 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -67048.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -67088.445312 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -67088.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -67120.726562 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -67120.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -67174.453125 Penalty: 3232.031738
	Iteration 11Q: 3 clusters Score -67174.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -67209.648438 Penalty: 3232.031738
	Iteration 12Q: 3 clusters Score -67209.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -67219.398438 Penalty: 3232.031738
	Iteration 13Q: 3 clusters Score -67219.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -67235.203125 Penalty: 3232.031738
	Iteration 14Q: 3 clusters Score -67235.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67252.257812 Penalty: 3232.031738
	Iteration 15Q: 3 clusters Score -67252.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67265.929688 Penalty: 3232.031738
	Iteration 16Q: 3 clusters Score -67265.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67269.593750 Penalty: 3232.031738
	Iteration 17Q: 3 clusters Score -67269.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -67275.359375 Penalty: 3232.031738
	Iteration 18Q: 3 clusters Score -67275.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67275.859375 Penalty: 3232.031738
	Iteration 19Q: 3 clusters Score -67275.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67275.859375 Penalty: 3232.031738
	Iteration 20F: 3 clusters Score -67275.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Entering Unmasked Estep 
Score: -194902.671875 Penalty: 1836.412109
	Iteration 0F: 2 clusters Score -194902.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -192467.406250 Penalty: 3672.824219
	Iteration 0F: 3 clusters Score -192467.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -192833.937500 Penalty: 3672.824219
	Iteration 1F: 3 clusters Score -192833.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -192946.593750 Penalty: 3672.824219
	Iteration 2F: 3 clusters Score -192946.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -193001.609375 Penalty: 3672.824219
	Iteration 3Q: 3 clusters Score -193001.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -193049.046875 Penalty: 3672.824219
	Iteration 4Q: 3 clusters Score -193049 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -193098.250000 Penalty: 3672.824219
	Iteration 5Q: 3 clusters Score -193098.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -193125.359375 Penalty: 3672.824219
	Iteration 6Q: 3 clusters Score -193125.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -193139.937500 Penalty: 3672.824219
	Iteration 7Q: 3 clusters Score -193139.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -193148.093750 Penalty: 3672.824219
	Iteration 8Q: 3 clusters Score -193148.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -193154.750000 Penalty: 3672.824219
	Iteration 9Q: 3 clusters Score -193154.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -193166.265625 Penalty: 3672.824219
	Iteration 10Q: 3 clusters Score -193166.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -193172.171875 Penalty: 3672.824219
	Iteration 11Q: 3 clusters Score -193172.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -193174.578125 Penalty: 3672.824219
	Iteration 12Q: 3 clusters Score -193174.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -193179.984375 Penalty: 3672.824219
	Iteration 13Q: 3 clusters Score -193180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -193185.031250 Penalty: 3672.824219
	Iteration 14Q: 3 clusters Score -193185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -193191.062500 Penalty: 3672.824219
	Iteration 15Q: 3 clusters Score -193191.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -193192.953125 Penalty: 3672.824219
	Iteration 16Q: 3 clusters Score -193193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -193194.265625 Penalty: 3672.824219
	Iteration 17Q: 3 clusters Score -193194.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -193198.125000 Penalty: 3672.824219
	Iteration 18Q: 3 clusters Score -193198.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -193200.453125 Penalty: 3672.824219
	Iteration 19Q: 3 clusters Score -193200.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -193203.671875 Penalty: 3672.824219
	Iteration 20F: 3 clusters Score -193203.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -193206.968750 Penalty: 3672.824219
	Iteration 21Q: 3 clusters Score -193207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -193209.796875 Penalty: 3672.824219
	Iteration 22Q: 3 clusters Score -193209.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -193212.296875 Penalty: 3672.824219
	Iteration 23Q: 3 clusters Score -193212.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -193213.750000 Penalty: 3672.824219
	Iteration 24Q: 3 clusters Score -193213.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -193214.609375 Penalty: 3672.824219
	Iteration 25Q: 3 clusters Score -193214.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -193214.609375 Penalty: 3672.824219
	Iteration 26F: 3 clusters Score -193214.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Entering Unmasked Estep 
Score: -5361142.000000 Penalty: 2653.707031
	Iteration 0F: 2 clusters Score -5361142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -5331393.000000 Penalty: 5307.414062
	Iteration 0F: 3 clusters Score -5331393 nChanged 20233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -5342277.500000 Penalty: 5307.414062
	Iteration 1F: 3 clusters Score -5342278 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -5342690.500000 Penalty: 5307.414062
	Iteration 2Q: 3 clusters Score -5342690 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -5342950.500000 Penalty: 5307.414062
	Iteration 3Q: 3 clusters Score -5342950 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -5343238.500000 Penalty: 5307.414062
	Iteration 4Q: 3 clusters Score -5343238 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -5343526.500000 Penalty: 5307.414062
	Iteration 5Q: 3 clusters Score -5343526 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -5343846.000000 Penalty: 5307.414062
	Iteration 6Q: 3 clusters Score -5343846 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -5344138.500000 Penalty: 5307.414062
	Iteration 7Q: 3 clusters Score -5344138 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -5344686.000000 Penalty: 5307.414062
	Iteration 8Q: 3 clusters Score -5344686 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -5345421.500000 Penalty: 5307.414062
	Iteration 9Q: 3 clusters Score -5345422 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -5346563.000000 Penalty: 5307.414062
	Iteration 10Q: 3 clusters Score -5346563 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -5348372.500000 Penalty: 5307.414062
	Iteration 11F: 3 clusters Score -5348372 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -5350684.000000 Penalty: 5307.414062
	Iteration 12F: 3 clusters Score -5350684 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -5353387.000000 Penalty: 5307.414062
	Iteration 13F: 3 clusters Score -5353387 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -5355708.500000 Penalty: 5307.414062
	Iteration 14F: 3 clusters Score -5355708 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -5357214.500000 Penalty: 5307.414062
	Iteration 15Q: 3 clusters Score -5357214 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5357960.500000 Penalty: 5307.414062
	Iteration 16Q: 3 clusters Score -5357960 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5358319.000000 Penalty: 5307.414062
	Iteration 17Q: 3 clusters Score -5358319 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5358507.500000 Penalty: 5307.414062
	Iteration 18Q: 3 clusters Score -5358508 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5358598.000000 Penalty: 5307.414062
	Iteration 19Q: 3 clusters Score -5358598 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5358654.500000 Penalty: 5307.414062
	Iteration 20F: 3 clusters Score -5358654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5358700.000000 Penalty: 5307.414062
	Iteration 21Q: 3 clusters Score -5358700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5358728.000000 Penalty: 5307.414062
	Iteration 22Q: 3 clusters Score -5358728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5358749.500000 Penalty: 5307.414062
	Iteration 23Q: 3 clusters Score -5358750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5358775.500000 Penalty: 5307.414062
	Iteration 24Q: 3 clusters Score -5358776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5358799.500000 Penalty: 5307.414062
	Iteration 25Q: 3 clusters Score -5358800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5358802.500000 Penalty: 5307.414062
	Iteration 26Q: 3 clusters Score -5358802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5358807.500000 Penalty: 5307.414062
	Iteration 27Q: 3 clusters Score -5358808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5358814.000000 Penalty: 5307.414062
	Iteration 28Q: 3 clusters Score -5358814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5358818.000000 Penalty: 5307.414062
	Iteration 29Q: 3 clusters Score -5358818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5358826.000000 Penalty: 5307.414062
	Iteration 30Q: 3 clusters Score -5358826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5358823.000000 Penalty: 5307.414062
	Iteration 31Q: 3 clusters Score -5358823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5358825.500000 Penalty: 5307.414062
	Iteration 32Q: 3 clusters Score -5358826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5358826.000000 Penalty: 5307.414062
	Iteration 33Q: 3 clusters Score -5358826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5358828.500000 Penalty: 5307.414062
	Iteration 34Q: 3 clusters Score -5358828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5358829.500000 Penalty: 5307.414062
	Iteration 35Q: 3 clusters Score -5358830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5358829.500000 Penalty: 5307.414062
	Iteration 36F: 3 clusters Score -5358830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Entering Unmasked Estep 
Score: -703817.187500 Penalty: 2169.106689
	Iteration 0F: 2 clusters Score -703817.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -698540.812500 Penalty: 4338.213379
	Iteration 0F: 3 clusters Score -698540.8 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -700294.625000 Penalty: 4338.213379
	Iteration 1F: 3 clusters Score -700294.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -700872.437500 Penalty: 4338.213379
	Iteration 2F: 3 clusters Score -700872.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -701405.937500 Penalty: 4338.213379
	Iteration 3F: 3 clusters Score -701405.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -701849.500000 Penalty: 4338.213379
	Iteration 4F: 3 clusters Score -701849.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -702236.937500 Penalty: 4338.213379
	Iteration 5F: 3 clusters Score -702236.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -702544.125000 Penalty: 4338.213379
	Iteration 6Q: 3 clusters Score -702544.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -702804.250000 Penalty: 4338.213379
	Iteration 7Q: 3 clusters Score -702804.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -703010.562500 Penalty: 4338.213379
	Iteration 8Q: 3 clusters Score -703010.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -703189.125000 Penalty: 4338.213379
	Iteration 9Q: 3 clusters Score -703189.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -703325.750000 Penalty: 4338.213379
	Iteration 10Q: 3 clusters Score -703325.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -703473.437500 Penalty: 4338.213379
	Iteration 11Q: 3 clusters Score -703473.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -703607.812500 Penalty: 4338.213379
	Iteration 12Q: 3 clusters Score -703607.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -703701.312500 Penalty: 4338.213379
	Iteration 13Q: 3 clusters Score -703701.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -703752.875000 Penalty: 4338.213379
	Iteration 14Q: 3 clusters Score -703752.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -703773.875000 Penalty: 4338.213379
	Iteration 15Q: 3 clusters Score -703773.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -703783.312500 Penalty: 4338.213379
	Iteration 16Q: 3 clusters Score -703783.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -703790.250000 Penalty: 4338.213379
	Iteration 17Q: 3 clusters Score -703790.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -703795.250000 Penalty: 4338.213379
	Iteration 18Q: 3 clusters Score -703795.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -703797.437500 Penalty: 4338.213379
	Iteration 19Q: 3 clusters Score -703797.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -703798.812500 Penalty: 4338.213379
	Iteration 20F: 3 clusters Score -703798.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -703802.000000 Penalty: 4338.213379
	Iteration 21Q: 3 clusters Score -703802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -703803.875000 Penalty: 4338.213379
	Iteration 22Q: 3 clusters Score -703803.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -703803.875000 Penalty: 4338.213379
	Iteration 23F: 3 clusters Score -703803.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Entering Unmasked Estep 
Score: -507369.125000 Penalty: 2082.302246
	Iteration 0F: 2 clusters Score -507369.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -503210.593750 Penalty: 4164.604492
	Iteration 0F: 3 clusters Score -503210.6 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -504146.843750 Penalty: 4164.604492
	Iteration 1F: 3 clusters Score -504146.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -504319.218750 Penalty: 4164.604492
	Iteration 2F: 3 clusters Score -504319.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -504424.906250 Penalty: 4164.604492
	Iteration 3Q: 3 clusters Score -504424.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -504537.875000 Penalty: 4164.604492
	Iteration 4Q: 3 clusters Score -504537.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -504725.281250 Penalty: 4164.604492
	Iteration 5Q: 3 clusters Score -504725.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -504941.312500 Penalty: 4164.604492
	Iteration 6F: 3 clusters Score -504941.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -505134.625000 Penalty: 4164.604492
	Iteration 7F: 3 clusters Score -505134.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -505308.562500 Penalty: 4164.604492
	Iteration 8F: 3 clusters Score -505308.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -505472.812500 Penalty: 4164.604492
	Iteration 9Q: 3 clusters Score -505472.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -505628.343750 Penalty: 4164.604492
	Iteration 10Q: 3 clusters Score -505628.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -505774.468750 Penalty: 4164.604492
	Iteration 11Q: 3 clusters Score -505774.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -505884.531250 Penalty: 4164.604492
	Iteration 12Q: 3 clusters Score -505884.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -505978.718750 Penalty: 4164.604492
	Iteration 13Q: 3 clusters Score -505978.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -506048.375000 Penalty: 4164.604492
	Iteration 14Q: 3 clusters Score -506048.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -506099.750000 Penalty: 4164.604492
	Iteration 15Q: 3 clusters Score -506099.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -506134.968750 Penalty: 4164.604492
	Iteration 16Q: 3 clusters Score -506135 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -506161.718750 Penalty: 4164.604492
	Iteration 17Q: 3 clusters Score -506161.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -506178.875000 Penalty: 4164.604492
	Iteration 18Q: 3 clusters Score -506178.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -506187.156250 Penalty: 4164.604492
	Iteration 19Q: 3 clusters Score -506187.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -506200.468750 Penalty: 4164.604492
	Iteration 20F: 3 clusters Score -506200.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -506209.656250 Penalty: 4164.604492
	Iteration 21Q: 3 clusters Score -506209.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -506214.125000 Penalty: 4164.604492
	Iteration 22Q: 3 clusters Score -506214.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -506218.843750 Penalty: 4164.604492
	Iteration 23Q: 3 clusters Score -506218.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -506221.593750 Penalty: 4164.604492
	Iteration 24Q: 3 clusters Score -506221.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -506222.218750 Penalty: 4164.604492
	Iteration 25Q: 3 clusters Score -506222.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -506224.406250 Penalty: 4164.604492
	Iteration 26Q: 3 clusters Score -506224.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -506224.750000 Penalty: 4164.604492
	Iteration 27Q: 3 clusters Score -506224.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -506225.687500 Penalty: 4164.604492
	Iteration 28Q: 3 clusters Score -506225.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -506225.093750 Penalty: 4164.604492
	Iteration 29Q: 3 clusters Score -506225.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -506225.093750 Penalty: 4164.604492
	Iteration 30F: 3 clusters Score -506225.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Entering Unmasked Estep 
Score: -6074115.500000 Penalty: 2692.850342
	Iteration 0F: 2 clusters Score -6074116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -6039144.500000 Penalty: 5385.700684
	Iteration 0F: 3 clusters Score -6039144 nChanged 24019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -6052533.000000 Penalty: 5385.700684
	Iteration 1F: 3 clusters Score -6052533 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -6052883.500000 Penalty: 5385.700684
	Iteration 2Q: 3 clusters Score -6052884 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -6053289.000000 Penalty: 5385.700684
	Iteration 3Q: 3 clusters Score -6053289 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -6053666.500000 Penalty: 5385.700684
	Iteration 4Q: 3 clusters Score -6053666 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -6053997.500000 Penalty: 5385.700684
	Iteration 5Q: 3 clusters Score -6053998 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -6054464.500000 Penalty: 5385.700684
	Iteration 6Q: 3 clusters Score -6054464 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -6055099.000000 Penalty: 5385.700684
	Iteration 7Q: 3 clusters Score -6055099 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -6056160.000000 Penalty: 5385.700684
	Iteration 8Q: 3 clusters Score -6056160 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -6057926.000000 Penalty: 5385.700684
	Iteration 9F: 3 clusters Score -6057926 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -6060922.000000 Penalty: 5385.700684
	Iteration 10F: 3 clusters Score -6060922 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -6064711.000000 Penalty: 5385.700684
	Iteration 11F: 3 clusters Score -6064711 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -6068243.000000 Penalty: 5385.700684
	Iteration 12F: 3 clusters Score -6068243 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -6070355.500000 Penalty: 5385.700684
	Iteration 13Q: 3 clusters Score -6070356 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51295 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6071217.500000 Penalty: 5385.700684
	Iteration 14Q: 3 clusters Score -6071218 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51599 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6071555.500000 Penalty: 5385.700684
	Iteration 15Q: 3 clusters Score -6071556 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6071650.500000 Penalty: 5385.700684
	Iteration 16Q: 3 clusters Score -6071650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6071687.000000 Penalty: 5385.700684
	Iteration 17Q: 3 clusters Score -6071687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6071713.000000 Penalty: 5385.700684
	Iteration 18Q: 3 clusters Score -6071713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6071742.000000 Penalty: 5385.700684
	Iteration 19Q: 3 clusters Score -6071742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51757 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6071766.000000 Penalty: 5385.700684
	Iteration 20F: 3 clusters Score -6071766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51757 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6071772.500000 Penalty: 5385.700684
	Iteration 21Q: 3 clusters Score -6071772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6071774.000000 Penalty: 5385.700684
	Iteration 22Q: 3 clusters Score -6071774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6071775.000000 Penalty: 5385.700684
	Iteration 23Q: 3 clusters Score -6071775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51759 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6071778.500000 Penalty: 5385.700684
	Iteration 24Q: 3 clusters Score -6071778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51760 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6071778.500000 Penalty: 5385.700684
	Iteration 25Q: 3 clusters Score -6071778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6071783.000000 Penalty: 5385.700684
	Iteration 26Q: 3 clusters Score -6071783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51760 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6071781.500000 Penalty: 5385.700684
	Iteration 27Q: 3 clusters Score -6071782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51760 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6071781.500000 Penalty: 5385.700684
	Iteration 28F: 3 clusters Score -6071782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Entering Unmasked Estep 
Score: -1822346.375000 Penalty: 2387.792236
	Iteration 0F: 2 clusters Score -1822346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1811364.375000 Penalty: 4775.584473
	Iteration 0F: 3 clusters Score -1811364 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1814933.625000 Penalty: 4775.584473
	Iteration 1F: 3 clusters Score -1814934 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1815453.500000 Penalty: 4775.584473
	Iteration 2F: 3 clusters Score -1815454 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1816011.000000 Penalty: 4775.584473
	Iteration 3F: 3 clusters Score -1816011 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1816535.375000 Penalty: 4775.584473
	Iteration 4F: 3 clusters Score -1816535 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1816978.625000 Penalty: 4775.584473
	Iteration 5F: 3 clusters Score -1816979 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1817443.000000 Penalty: 4775.584473
	Iteration 6F: 3 clusters Score -1817443 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1817876.375000 Penalty: 4775.584473
	Iteration 7F: 3 clusters Score -1817876 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1818258.750000 Penalty: 4775.584473
	Iteration 8Q: 3 clusters Score -1818259 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1818631.625000 Penalty: 4775.584473
	Iteration 9Q: 3 clusters Score -1818632 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1818960.750000 Penalty: 4775.584473
	Iteration 10Q: 3 clusters Score -1818961 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1819287.750000 Penalty: 4775.584473
	Iteration 11Q: 3 clusters Score -1819288 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1819556.125000 Penalty: 4775.584473
	Iteration 12Q: 3 clusters Score -1819556 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1819752.250000 Penalty: 4775.584473
	Iteration 13Q: 3 clusters Score -1819752 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1819889.500000 Penalty: 4775.584473
	Iteration 14Q: 3 clusters Score -1819890 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1820001.125000 Penalty: 4775.584473
	Iteration 15Q: 3 clusters Score -1820001 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1820090.875000 Penalty: 4775.584473
	Iteration 16Q: 3 clusters Score -1820091 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1820160.875000 Penalty: 4775.584473
	Iteration 17Q: 3 clusters Score -1820161 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1820230.375000 Penalty: 4775.584473
	Iteration 18Q: 3 clusters Score -1820230 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1820286.750000 Penalty: 4775.584473
	Iteration 19Q: 3 clusters Score -1820287 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1820335.500000 Penalty: 4775.584473
	Iteration 20F: 3 clusters Score -1820336 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1820365.500000 Penalty: 4775.584473
	Iteration 21Q: 3 clusters Score -1820366 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1820409.125000 Penalty: 4775.584473
	Iteration 22Q: 3 clusters Score -1820409 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1820434.000000 Penalty: 4775.584473
	Iteration 23Q: 3 clusters Score -1820434 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1820453.500000 Penalty: 4775.584473
	Iteration 24Q: 3 clusters Score -1820454 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1820476.250000 Penalty: 4775.584473
	Iteration 25Q: 3 clusters Score -1820476 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1820486.125000 Penalty: 4775.584473
	Iteration 26Q: 3 clusters Score -1820486 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1820508.625000 Penalty: 4775.584473
	Iteration 27Q: 3 clusters Score -1820509 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1820516.500000 Penalty: 4775.584473
	Iteration 28Q: 3 clusters Score -1820516 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1820529.250000 Penalty: 4775.584473
	Iteration 29Q: 3 clusters Score -1820529 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1820548.500000 Penalty: 4775.584473
	Iteration 30Q: 3 clusters Score -1820548 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1820568.750000 Penalty: 4775.584473
	Iteration 31Q: 3 clusters Score -1820569 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1820584.375000 Penalty: 4775.584473
	Iteration 32Q: 3 clusters Score -1820584 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1820596.375000 Penalty: 4775.584473
	Iteration 33Q: 3 clusters Score -1820596 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1820614.500000 Penalty: 4775.584473
	Iteration 34Q: 3 clusters Score -1820614 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1820626.875000 Penalty: 4775.584473
	Iteration 35Q: 3 clusters Score -1820627 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1820653.750000 Penalty: 4775.584473
	Iteration 36Q: 3 clusters Score -1820654 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1820668.250000 Penalty: 4775.584473
	Iteration 37Q: 3 clusters Score -1820668 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1820688.000000 Penalty: 4775.584473
	Iteration 38Q: 3 clusters Score -1820688 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1820707.750000 Penalty: 4775.584473
	Iteration 39Q: 3 clusters Score -1820708 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1820720.250000 Penalty: 4775.584473
	Iteration 40F: 3 clusters Score -1820720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1820733.875000 Penalty: 4775.584473
	Iteration 41Q: 3 clusters Score -1820734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1820753.875000 Penalty: 4775.584473
	Iteration 42Q: 3 clusters Score -1820754 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1820765.000000 Penalty: 4775.584473
	Iteration 43Q: 3 clusters Score -1820765 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1820776.625000 Penalty: 4775.584473
	Iteration 44Q: 3 clusters Score -1820777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1820791.500000 Penalty: 4775.584473
	Iteration 45Q: 3 clusters Score -1820792 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1820811.875000 Penalty: 4775.584473
	Iteration 46Q: 3 clusters Score -1820812 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1820831.750000 Penalty: 4775.584473
	Iteration 47Q: 3 clusters Score -1820832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1820855.500000 Penalty: 4775.584473
	Iteration 48Q: 3 clusters Score -1820856 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1820876.125000 Penalty: 4775.584473
	Iteration 49Q: 3 clusters Score -1820876 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1820903.625000 Penalty: 4775.584473
	Iteration 50Q: 3 clusters Score -1820904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1820927.375000 Penalty: 4775.584473
	Iteration 51Q: 3 clusters Score -1820927 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1820944.250000 Penalty: 4775.584473
	Iteration 52Q: 3 clusters Score -1820944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1820956.375000 Penalty: 4775.584473
	Iteration 53Q: 3 clusters Score -1820956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1820968.000000 Penalty: 4775.584473
	Iteration 54Q: 3 clusters Score -1820968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1820979.750000 Penalty: 4775.584473
	Iteration 55Q: 3 clusters Score -1820980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1820990.375000 Penalty: 4775.584473
	Iteration 56Q: 3 clusters Score -1820990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1820993.250000 Penalty: 4775.584473
	Iteration 57Q: 3 clusters Score -1820993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1820996.375000 Penalty: 4775.584473
	Iteration 58Q: 3 clusters Score -1820996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1821004.000000 Penalty: 4775.584473
	Iteration 59Q: 3 clusters Score -1821004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1821007.750000 Penalty: 4775.584473
	Iteration 60F: 3 clusters Score -1821008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1821005.000000 Penalty: 4775.584473
	Iteration 61Q: 3 clusters Score -1821005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1821008.500000 Penalty: 4775.584473
	Iteration 62Q: 3 clusters Score -1821008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1821009.750000 Penalty: 4775.584473
	Iteration 63Q: 3 clusters Score -1821010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1821012.000000 Penalty: 4775.584473
	Iteration 64Q: 3 clusters Score -1821012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1821012.000000 Penalty: 4775.584473
	Iteration 65F: 3 clusters Score -1821012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (172068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172068 members 
Entering Unmasked Estep 
Score: -20467098.000000 Penalty: 2989.800049
	Iteration 0F: 2 clusters Score -2.04671e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85713 members 
Mstep: Class 2 contains 86355 members 
Entering Unmasked Estep 
Score: -20355440.000000 Penalty: 5979.600098
	Iteration 0F: 3 clusters Score -2.035544e+07 nChanged 82515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82146 members 
Mstep: Class 2 contains 89922 members 
Entering Unmasked Estep 
Score: -20403064.000000 Penalty: 5979.600098
	Iteration 1F: 3 clusters Score -2.040306e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79724 members 
Mstep: Class 2 contains 92344 members 
Entering Unmasked Estep 
Score: -20404210.000000 Penalty: 5979.600098
	Iteration 2Q: 3 clusters Score -2.040421e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75967 members 
Mstep: Class 2 contains 96101 members 
Entering Unmasked Estep 
Score: -20405930.000000 Penalty: 5979.600098
	Iteration 3Q: 3 clusters Score -2.040593e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70123 members 
Mstep: Class 2 contains 101945 members 
Entering Unmasked Estep 
Score: -20408882.000000 Penalty: 5979.600098
	Iteration 4Q: 3 clusters Score -2.040888e+07 nChanged 9653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61370 members 
Mstep: Class 2 contains 110698 members 
Entering Unmasked Estep 
Score: -20414564.000000 Penalty: 5979.600098
	Iteration 5F: 3 clusters Score -2.041456e+07 nChanged 13117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 123033 members 
Entering Unmasked Estep 
Score: -20424418.000000 Penalty: 5979.600098
	Iteration 6F: 3 clusters Score -2.042442e+07 nChanged 15545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 137832 members 
Entering Unmasked Estep 
Score: -20438844.000000 Penalty: 5979.600098
	Iteration 7F: 3 clusters Score -2.043884e+07 nChanged 13858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 151074 members 
Entering Unmasked Estep 
Score: -20452534.000000 Penalty: 5979.600098
	Iteration 8F: 3 clusters Score -2.045253e+07 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 159451 members 
Entering Unmasked Estep 
Score: -20460158.000000 Penalty: 5979.600098
	Iteration 9F: 3 clusters Score -2.046016e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 163684 members 
Entering Unmasked Estep 
Score: -20463646.000000 Penalty: 5979.600098
	Iteration 10Q: 3 clusters Score -2.046365e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 165802 members 
Entering Unmasked Estep 
Score: -20465148.000000 Penalty: 5979.600098
	Iteration 11Q: 3 clusters Score -2.046515e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 166967 members 
Entering Unmasked Estep 
Score: -20465910.000000 Penalty: 5979.600098
	Iteration 12Q: 3 clusters Score -2.046591e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 167684 members 
Entering Unmasked Estep 
Score: -20466162.000000 Penalty: 5979.600098
	Iteration 13Q: 3 clusters Score -2.046616e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 168172 members 
Entering Unmasked Estep 
Score: -20466328.000000 Penalty: 5979.600098
	Iteration 14Q: 3 clusters Score -2.046633e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 168530 members 
Entering Unmasked Estep 
Score: -20466442.000000 Penalty: 5979.600098
	Iteration 15Q: 3 clusters Score -2.046644e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 168795 members 
Entering Unmasked Estep 
Score: -20466448.000000 Penalty: 5979.600098
	Iteration 16Q: 3 clusters Score -2.046645e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 168992 members 
Entering Unmasked Estep 
Score: -20466474.000000 Penalty: 5979.600098
	Iteration 17Q: 3 clusters Score -2.046647e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 169144 members 
Entering Unmasked Estep 
Score: -20466522.000000 Penalty: 5979.600098
	Iteration 18Q: 3 clusters Score -2.046652e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 169272 members 
Entering Unmasked Estep 
Score: -20466548.000000 Penalty: 5979.600098
	Iteration 19Q: 3 clusters Score -2.046655e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 169347 members 
Entering Unmasked Estep 
Score: -20466590.000000 Penalty: 5979.600098
	Iteration 20F: 3 clusters Score -2.046659e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 169432 members 
Entering Unmasked Estep 
Score: -20466606.000000 Penalty: 5979.600098
	Iteration 21Q: 3 clusters Score -2.046661e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 169496 members 
Entering Unmasked Estep 
Score: -20466642.000000 Penalty: 5979.600098
	Iteration 22Q: 3 clusters Score -2.046664e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 169541 members 
Entering Unmasked Estep 
Score: -20466626.000000 Penalty: 5979.600098
	Iteration 23Q: 3 clusters Score -2.046663e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 169574 members 
Entering Unmasked Estep 
Score: -20466660.000000 Penalty: 5979.600098
	Iteration 24Q: 3 clusters Score -2.046666e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 169590 members 
Entering Unmasked Estep 
Score: -20466658.000000 Penalty: 5979.600098
	Iteration 25Q: 3 clusters Score -2.046666e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 169605 members 
Entering Unmasked Estep 
Score: -20466648.000000 Penalty: 5979.600098
	Iteration 26Q: 3 clusters Score -2.046665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 169617 members 
Entering Unmasked Estep 
Score: -20466648.000000 Penalty: 5979.600098
	Iteration 27Q: 3 clusters Score -2.046665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 169626 members 
Entering Unmasked Estep 
Score: -20466622.000000 Penalty: 5979.600098
	Iteration 28Q: 3 clusters Score -2.046662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 169629 members 
Entering Unmasked Estep 
Score: -20466634.000000 Penalty: 5979.600098
	Iteration 29Q: 3 clusters Score -2.046663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 169630 members 
Entering Unmasked Estep 
Score: -20466616.000000 Penalty: 5979.600098
	Iteration 30Q: 3 clusters Score -2.046662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 169630 members 
Entering Unmasked Estep 
Score: -20466630.000000 Penalty: 5979.600098
	Iteration 31Q: 3 clusters Score -2.046663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 169631 members 
Entering Unmasked Estep 
Score: -20466626.000000 Penalty: 5979.600098
	Iteration 32Q: 3 clusters Score -2.046663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 169634 members 
Entering Unmasked Estep 
Score: -20466628.000000 Penalty: 5979.600098
	Iteration 33Q: 3 clusters Score -2.046663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 169639 members 
Entering Unmasked Estep 
Score: -20466648.000000 Penalty: 5979.600098
	Iteration 34Q: 3 clusters Score -2.046665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 169644 members 
Entering Unmasked Estep 
Score: -20466654.000000 Penalty: 5979.600098
	Iteration 35Q: 3 clusters Score -2.046665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 169649 members 
Entering Unmasked Estep 
Score: -20466654.000000 Penalty: 5979.600098
	Iteration 36Q: 3 clusters Score -2.046665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 169653 members 
Entering Unmasked Estep 
Score: -20466650.000000 Penalty: 5979.600098
	Iteration 37Q: 3 clusters Score -2.046665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 169657 members 
Entering Unmasked Estep 
Score: -20466646.000000 Penalty: 5979.600098
	Iteration 38Q: 3 clusters Score -2.046665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 169659 members 
Entering Unmasked Estep 
Score: -20466656.000000 Penalty: 5979.600098
	Iteration 39Q: 3 clusters Score -2.046666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 169664 members 
Entering Unmasked Estep 
Score: -20466656.000000 Penalty: 5979.600098
	Iteration 40F: 3 clusters Score -2.046666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 169671 members 
Entering Unmasked Estep 
Score: -20466658.000000 Penalty: 5979.600098
	Iteration 41Q: 3 clusters Score -2.046666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 169676 members 
Entering Unmasked Estep 
Score: -20466654.000000 Penalty: 5979.600098
	Iteration 42Q: 3 clusters Score -2.046665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 169683 members 
Entering Unmasked Estep 
Score: -20466650.000000 Penalty: 5979.600098
	Iteration 43Q: 3 clusters Score -2.046665e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 169689 members 
Entering Unmasked Estep 
Score: -20466648.000000 Penalty: 5979.600098
	Iteration 44Q: 3 clusters Score -2.046665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 169692 members 
Entering Unmasked Estep 
Score: -20466638.000000 Penalty: 5979.600098
	Iteration 45Q: 3 clusters Score -2.046664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 169695 members 
Entering Unmasked Estep 
Score: -20466644.000000 Penalty: 5979.600098
	Iteration 46Q: 3 clusters Score -2.046664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 169697 members 
Entering Unmasked Estep 
Score: -20466632.000000 Penalty: 5979.600098
	Iteration 47Q: 3 clusters Score -2.046663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 169697 members 
Entering Unmasked Estep 
Score: -20466632.000000 Penalty: 5979.600098
	Iteration 48F: 3 clusters Score -2.046663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Entering Unmasked Estep 
Score: -4230950.500000 Penalty: 2596.016113
	Iteration 0F: 2 clusters Score -4230950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -4206927.500000 Penalty: 5192.032227
	Iteration 0F: 3 clusters Score -4206928 nChanged 16010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -4215491.000000 Penalty: 5192.032227
	Iteration 1F: 3 clusters Score -4215491 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -4216104.500000 Penalty: 5192.032227
	Iteration 2Q: 3 clusters Score -4216104 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -4216777.000000 Penalty: 5192.032227
	Iteration 3Q: 3 clusters Score -4216777 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -4217549.500000 Penalty: 5192.032227
	Iteration 4Q: 3 clusters Score -4217550 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -4218421.000000 Penalty: 5192.032227
	Iteration 5Q: 3 clusters Score -4218421 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -4219418.000000 Penalty: 5192.032227
	Iteration 6Q: 3 clusters Score -4219418 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -4220510.500000 Penalty: 5192.032227
	Iteration 7F: 3 clusters Score -4220510 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -4221706.500000 Penalty: 5192.032227
	Iteration 8F: 3 clusters Score -4221706 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -4222891.000000 Penalty: 5192.032227
	Iteration 9F: 3 clusters Score -4222891 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -4223999.000000 Penalty: 5192.032227
	Iteration 10F: 3 clusters Score -4223999 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -4224914.000000 Penalty: 5192.032227
	Iteration 11Q: 3 clusters Score -4224914 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -4225817.500000 Penalty: 5192.032227
	Iteration 12Q: 3 clusters Score -4225818 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -4226649.500000 Penalty: 5192.032227
	Iteration 13Q: 3 clusters Score -4226650 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -4227287.500000 Penalty: 5192.032227
	Iteration 14Q: 3 clusters Score -4227288 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -4227846.000000 Penalty: 5192.032227
	Iteration 15Q: 3 clusters Score -4227846 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -4228223.000000 Penalty: 5192.032227
	Iteration 16Q: 3 clusters Score -4228223 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -4228533.000000 Penalty: 5192.032227
	Iteration 17Q: 3 clusters Score -4228533 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4228823.000000 Penalty: 5192.032227
	Iteration 18Q: 3 clusters Score -4228823 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4229051.500000 Penalty: 5192.032227
	Iteration 19Q: 3 clusters Score -4229052 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -4229222.500000 Penalty: 5192.032227
	Iteration 20F: 3 clusters Score -4229222 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4229316.500000 Penalty: 5192.032227
	Iteration 21Q: 3 clusters Score -4229316 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -4229387.500000 Penalty: 5192.032227
	Iteration 22Q: 3 clusters Score -4229388 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4229443.000000 Penalty: 5192.032227
	Iteration 23Q: 3 clusters Score -4229443 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4229468.000000 Penalty: 5192.032227
	Iteration 24Q: 3 clusters Score -4229468 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4229493.500000 Penalty: 5192.032227
	Iteration 25Q: 3 clusters Score -4229494 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4229515.500000 Penalty: 5192.032227
	Iteration 26Q: 3 clusters Score -4229516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4229530.000000 Penalty: 5192.032227
	Iteration 27Q: 3 clusters Score -4229530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4229538.500000 Penalty: 5192.032227
	Iteration 28Q: 3 clusters Score -4229538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4229538.000000 Penalty: 5192.032227
	Iteration 29Q: 3 clusters Score -4229538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4229545.500000 Penalty: 5192.032227
	Iteration 30Q: 3 clusters Score -4229546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4229554.500000 Penalty: 5192.032227
	Iteration 31Q: 3 clusters Score -4229554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4229561.000000 Penalty: 5192.032227
	Iteration 32Q: 3 clusters Score -4229561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4229568.000000 Penalty: 5192.032227
	Iteration 33Q: 3 clusters Score -4229568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4229572.000000 Penalty: 5192.032227
	Iteration 34Q: 3 clusters Score -4229572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4229572.500000 Penalty: 5192.032227
	Iteration 35Q: 3 clusters Score -4229572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4229574.500000 Penalty: 5192.032227
	Iteration 36Q: 3 clusters Score -4229574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4229574.500000 Penalty: 5192.032227
	Iteration 37Q: 3 clusters Score -4229574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4229577.000000 Penalty: 5192.032227
	Iteration 38Q: 3 clusters Score -4229577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4229576.500000 Penalty: 5192.032227
	Iteration 39Q: 3 clusters Score -4229576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4229579.000000 Penalty: 5192.032227
	Iteration 40F: 3 clusters Score -4229579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4229581.000000 Penalty: 5192.032227
	Iteration 41Q: 3 clusters Score -4229581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4229574.500000 Penalty: 5192.032227
	Iteration 42Q: 3 clusters Score -4229574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4229577.000000 Penalty: 5192.032227
	Iteration 43Q: 3 clusters Score -4229577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4229574.500000 Penalty: 5192.032227
	Iteration 44Q: 3 clusters Score -4229574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4229579.500000 Penalty: 5192.032227
	Iteration 45Q: 3 clusters Score -4229580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4229581.000000 Penalty: 5192.032227
	Iteration 46Q: 3 clusters Score -4229581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4229587.500000 Penalty: 5192.032227
	Iteration 47Q: 3 clusters Score -4229588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4229591.500000 Penalty: 5192.032227
	Iteration 48Q: 3 clusters Score -4229592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4229586.500000 Penalty: 5192.032227
	Iteration 49Q: 3 clusters Score -4229586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4229590.000000 Penalty: 5192.032227
	Iteration 50Q: 3 clusters Score -4229590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4229587.000000 Penalty: 5192.032227
	Iteration 51Q: 3 clusters Score -4229587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4229586.000000 Penalty: 5192.032227
	Iteration 52Q: 3 clusters Score -4229586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4229587.500000 Penalty: 5192.032227
	Iteration 53Q: 3 clusters Score -4229588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4229586.000000 Penalty: 5192.032227
	Iteration 54Q: 3 clusters Score -4229586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4229591.500000 Penalty: 5192.032227
	Iteration 55Q: 3 clusters Score -4229592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4229586.000000 Penalty: 5192.032227
	Iteration 56Q: 3 clusters Score -4229586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4229586.000000 Penalty: 5192.032227
	Iteration 57F: 3 clusters Score -4229586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217950 members 
Mstep: Class 3 contains 48819 members 
Mstep: Class 4 contains 22359 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36792 members 
Mstep: Class 8 contains 10824 members 
Mstep: Class 9 contains 4840 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44375 members 
Mstep: Class 15 contains 6288 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 51962 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172068 members 
Mstep: Class 20 contains 35165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037896.000000 Penalty: 59972.335938
Iteration 239Q: 19 clusters Score -8.00379e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217962 members 
Mstep: Class 3 contains 48812 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36791 members 
Mstep: Class 8 contains 10826 members 
Mstep: Class 9 contains 4840 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44374 members 
Mstep: Class 15 contains 6289 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 51962 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172059 members 
Mstep: Class 20 contains 35167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037912.000000 Penalty: 59972.335938
Iteration 240F: 19 clusters Score -8.003791e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217969 members 
Mstep: Class 3 contains 48810 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36791 members 
Mstep: Class 8 contains 10831 members 
Mstep: Class 9 contains 4841 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44374 members 
Mstep: Class 15 contains 6289 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 51960 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172049 members 
Mstep: Class 20 contains 35168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037864.000000 Penalty: 59972.335938
Iteration 241Q: 19 clusters Score -8.003786e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217967 members 
Mstep: Class 3 contains 48806 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36792 members 
Mstep: Class 8 contains 10836 members 
Mstep: Class 9 contains 4844 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44376 members 
Mstep: Class 15 contains 6289 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 51960 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172045 members 
Mstep: Class 20 contains 35167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037864.000000 Penalty: 59972.335938
Iteration 242Q: 19 clusters Score -8.003786e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217970 members 
Mstep: Class 3 contains 48799 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36795 members 
Mstep: Class 8 contains 10837 members 
Mstep: Class 9 contains 4846 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44374 members 
Mstep: Class 15 contains 6289 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 51961 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172042 members 
Mstep: Class 20 contains 35168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037880.000000 Penalty: 59972.335938
Iteration 243Q: 19 clusters Score -8.003788e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217965 members 
Mstep: Class 3 contains 48796 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36796 members 
Mstep: Class 8 contains 10840 members 
Mstep: Class 9 contains 4848 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44375 members 
Mstep: Class 15 contains 6289 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 51960 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172044 members 
Mstep: Class 20 contains 35169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037896.000000 Penalty: 59972.335938
Iteration 244Q: 19 clusters Score -8.00379e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217955 members 
Mstep: Class 3 contains 48791 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36796 members 
Mstep: Class 8 contains 10841 members 
Mstep: Class 9 contains 4848 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44376 members 
Mstep: Class 15 contains 6289 members 
Mstep: Class 16 contains 4432 members 
Mstep: Class 17 contains 51960 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172056 members 
Mstep: Class 20 contains 35169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037896.000000 Penalty: 59972.335938
Iteration 245Q: 19 clusters Score -8.00379e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217955 members 
Mstep: Class 3 contains 48784 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36796 members 
Mstep: Class 8 contains 10839 members 
Mstep: Class 9 contains 4848 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44379 members 
Mstep: Class 15 contains 6289 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51958 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172061 members 
Mstep: Class 20 contains 35170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037872.000000 Penalty: 59972.335938
Iteration 246Q: 19 clusters Score -8.003787e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217946 members 
Mstep: Class 3 contains 48781 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36796 members 
Mstep: Class 8 contains 10843 members 
Mstep: Class 9 contains 4848 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44379 members 
Mstep: Class 15 contains 6289 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51958 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172069 members 
Mstep: Class 20 contains 35170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037912.000000 Penalty: 59972.335938
Iteration 247Q: 19 clusters Score -8.003791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217941 members 
Mstep: Class 3 contains 48779 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36796 members 
Mstep: Class 8 contains 10846 members 
Mstep: Class 9 contains 4848 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44378 members 
Mstep: Class 15 contains 6289 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51958 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172074 members 
Mstep: Class 20 contains 35170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037904.000000 Penalty: 59972.335938
Iteration 248Q: 19 clusters Score -8.00379e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217943 members 
Mstep: Class 3 contains 48774 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36795 members 
Mstep: Class 8 contains 10845 members 
Mstep: Class 9 contains 4848 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44378 members 
Mstep: Class 15 contains 6289 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51958 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172079 members 
Mstep: Class 20 contains 35170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037936.000000 Penalty: 59972.335938
Iteration 249Q: 19 clusters Score -8.003794e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217947 members 
Mstep: Class 3 contains 48771 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36795 members 
Mstep: Class 8 contains 10846 members 
Mstep: Class 9 contains 4848 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44377 members 
Mstep: Class 15 contains 6289 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51960 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172076 members 
Mstep: Class 20 contains 35170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037912.000000 Penalty: 59972.335938
Iteration 250Q: 19 clusters Score -8.003791e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217953 members 
Mstep: Class 3 contains 48768 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36795 members 
Mstep: Class 8 contains 10846 members 
Mstep: Class 9 contains 4848 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44375 members 
Mstep: Class 15 contains 6289 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51962 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172073 members 
Mstep: Class 20 contains 35170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037936.000000 Penalty: 59972.335938
Iteration 251Q: 19 clusters Score -8.003794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217953 members 
Mstep: Class 3 contains 48764 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36795 members 
Mstep: Class 8 contains 10846 members 
Mstep: Class 9 contains 4848 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44373 members 
Mstep: Class 15 contains 6290 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51965 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172074 members 
Mstep: Class 20 contains 35170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037968.000000 Penalty: 59972.335938
Iteration 252Q: 19 clusters Score -8.003797e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217961 members 
Mstep: Class 3 contains 48754 members 
Mstep: Class 4 contains 22362 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36795 members 
Mstep: Class 8 contains 10845 members 
Mstep: Class 9 contains 4848 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44369 members 
Mstep: Class 15 contains 6290 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51965 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172078 members 
Mstep: Class 20 contains 35171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037928.000000 Penalty: 59972.335938
Iteration 253Q: 19 clusters Score -8.003793e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217967 members 
Mstep: Class 3 contains 48750 members 
Mstep: Class 4 contains 22363 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36795 members 
Mstep: Class 8 contains 10843 members 
Mstep: Class 9 contains 4848 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44370 members 
Mstep: Class 15 contains 6290 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51966 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172075 members 
Mstep: Class 20 contains 35171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037920.000000 Penalty: 59972.335938
Iteration 254Q: 19 clusters Score -8.003792e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217969 members 
Mstep: Class 3 contains 48741 members 
Mstep: Class 4 contains 22364 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36795 members 
Mstep: Class 8 contains 10842 members 
Mstep: Class 9 contains 4850 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44371 members 
Mstep: Class 15 contains 6290 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51966 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172078 members 
Mstep: Class 20 contains 35172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037976.000000 Penalty: 59972.335938
Iteration 255Q: 19 clusters Score -8.003798e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217971 members 
Mstep: Class 3 contains 48736 members 
Mstep: Class 4 contains 22364 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36795 members 
Mstep: Class 8 contains 10841 members 
Mstep: Class 9 contains 4850 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44371 members 
Mstep: Class 15 contains 6290 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51968 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172079 members 
Mstep: Class 20 contains 35173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037976.000000 Penalty: 59972.335938
Iteration 256Q: 19 clusters Score -8.003798e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217975 members 
Mstep: Class 3 contains 48725 members 
Mstep: Class 4 contains 22364 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36797 members 
Mstep: Class 8 contains 10842 members 
Mstep: Class 9 contains 4850 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44370 members 
Mstep: Class 15 contains 6290 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51969 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172083 members 
Mstep: Class 20 contains 35173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038048.000000 Penalty: 59972.335938
Iteration 257Q: 19 clusters Score -8.003805e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217979 members 
Mstep: Class 3 contains 48716 members 
Mstep: Class 4 contains 22364 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36797 members 
Mstep: Class 8 contains 10843 members 
Mstep: Class 9 contains 4850 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44372 members 
Mstep: Class 15 contains 6290 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51971 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172083 members 
Mstep: Class 20 contains 35173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038064.000000 Penalty: 59972.335938
Iteration 258Q: 19 clusters Score -8.003806e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217986 members 
Mstep: Class 3 contains 48709 members 
Mstep: Class 4 contains 22363 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36797 members 
Mstep: Class 8 contains 10844 members 
Mstep: Class 9 contains 4850 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44372 members 
Mstep: Class 15 contains 6290 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51973 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172081 members 
Mstep: Class 20 contains 35173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038080.000000 Penalty: 59972.335938
Iteration 259Q: 19 clusters Score -8.003808e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217990 members 
Mstep: Class 3 contains 48700 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36796 members 
Mstep: Class 8 contains 10845 members 
Mstep: Class 9 contains 4850 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44371 members 
Mstep: Class 15 contains 6290 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51976 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172085 members 
Mstep: Class 20 contains 35173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038056.000000 Penalty: 59972.335938
Iteration 260F: 19 clusters Score -8.003806e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217990 members 
Mstep: Class 3 contains 48694 members 
Mstep: Class 4 contains 22359 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36794 members 
Mstep: Class 8 contains 10847 members 
Mstep: Class 9 contains 4850 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44368 members 
Mstep: Class 15 contains 6290 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51980 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172091 members 
Mstep: Class 20 contains 35174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038080.000000 Penalty: 59972.335938
Iteration 261Q: 19 clusters Score -8.003808e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217990 members 
Mstep: Class 3 contains 48687 members 
Mstep: Class 4 contains 22362 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 36794 members 
Mstep: Class 8 contains 10849 members 
Mstep: Class 9 contains 4851 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44367 members 
Mstep: Class 15 contains 6290 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51980 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172093 members 
Mstep: Class 20 contains 35174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038088.000000 Penalty: 59972.335938
Iteration 262Q: 19 clusters Score -8.003809e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217989 members 
Mstep: Class 3 contains 48678 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 36794 members 
Mstep: Class 8 contains 10848 members 
Mstep: Class 9 contains 4855 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44367 members 
Mstep: Class 15 contains 6290 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51980 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172101 members 
Mstep: Class 20 contains 35175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038112.000000 Penalty: 59972.335938
Iteration 263Q: 19 clusters Score -8.003811e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217985 members 
Mstep: Class 3 contains 48674 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2063 members 
Mstep: Class 7 contains 36792 members 
Mstep: Class 8 contains 10852 members 
Mstep: Class 9 contains 4855 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44369 members 
Mstep: Class 15 contains 6290 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51982 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172105 members 
Mstep: Class 20 contains 35174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038112.000000 Penalty: 59972.335938
Iteration 264Q: 19 clusters Score -8.003811e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217989 members 
Mstep: Class 3 contains 48663 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36792 members 
Mstep: Class 8 contains 10859 members 
Mstep: Class 9 contains 4855 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44371 members 
Mstep: Class 15 contains 6290 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51985 members 
Mstep: Class 18 contains 15188 members 
Mstep: Class 19 contains 172101 members 
Mstep: Class 20 contains 35174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038120.000000 Penalty: 59972.335938
Iteration 265Q: 19 clusters Score -8.003812e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 217984 members 
Mstep: Class 3 contains 48656 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36793 members 
Mstep: Class 8 contains 10865 members 
Mstep: Class 9 contains 4855 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44374 members 
Mstep: Class 15 contains 6290 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51985 members 
Mstep: Class 18 contains 15188 members 
Mstep: Class 19 contains 172101 members 
Mstep: Class 20 contains 35176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038168.000000 Penalty: 59972.335938
Iteration 266Q: 19 clusters Score -8.003817e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217979 members 
Mstep: Class 3 contains 48649 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36794 members 
Mstep: Class 8 contains 10874 members 
Mstep: Class 9 contains 4855 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44375 members 
Mstep: Class 15 contains 6290 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51985 members 
Mstep: Class 18 contains 15188 members 
Mstep: Class 19 contains 172104 members 
Mstep: Class 20 contains 35175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038168.000000 Penalty: 59972.335938
Iteration 267Q: 19 clusters Score -8.003817e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217981 members 
Mstep: Class 3 contains 48641 members 
Mstep: Class 4 contains 22359 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36793 members 
Mstep: Class 8 contains 10879 members 
Mstep: Class 9 contains 4855 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44371 members 
Mstep: Class 15 contains 6290 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51986 members 
Mstep: Class 18 contains 15188 members 
Mstep: Class 19 contains 172110 members 
Mstep: Class 20 contains 35175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038208.000000 Penalty: 59972.335938
Iteration 268Q: 19 clusters Score -8.003821e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217979 members 
Mstep: Class 3 contains 48630 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36793 members 
Mstep: Class 8 contains 10886 members 
Mstep: Class 9 contains 4855 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44374 members 
Mstep: Class 15 contains 6290 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51987 members 
Mstep: Class 18 contains 15188 members 
Mstep: Class 19 contains 172110 members 
Mstep: Class 20 contains 35176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038160.000000 Penalty: 59972.335938
Iteration 269Q: 19 clusters Score -8.003816e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217985 members 
Mstep: Class 3 contains 48612 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36792 members 
Mstep: Class 8 contains 10884 members 
Mstep: Class 9 contains 4855 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44377 members 
Mstep: Class 15 contains 6290 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51988 members 
Mstep: Class 18 contains 15188 members 
Mstep: Class 19 contains 172117 members 
Mstep: Class 20 contains 35179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038160.000000 Penalty: 59972.335938
Iteration 270Q: 19 clusters Score -8.003816e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217977 members 
Mstep: Class 3 contains 48602 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36793 members 
Mstep: Class 8 contains 10883 members 
Mstep: Class 9 contains 4855 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44377 members 
Mstep: Class 15 contains 6291 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51993 members 
Mstep: Class 18 contains 15188 members 
Mstep: Class 19 contains 172129 members 
Mstep: Class 20 contains 35180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038144.000000 Penalty: 59972.335938
Iteration 271Q: 19 clusters Score -8.003814e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217973 members 
Mstep: Class 3 contains 48593 members 
Mstep: Class 4 contains 22359 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36793 members 
Mstep: Class 8 contains 10888 members 
Mstep: Class 9 contains 4855 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44378 members 
Mstep: Class 15 contains 6291 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51994 members 
Mstep: Class 18 contains 15188 members 
Mstep: Class 19 contains 172137 members 
Mstep: Class 20 contains 35179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038192.000000 Penalty: 59972.335938
Iteration 272Q: 19 clusters Score -8.003819e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217965 members 
Mstep: Class 3 contains 48579 members 
Mstep: Class 4 contains 22357 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36795 members 
Mstep: Class 8 contains 10893 members 
Mstep: Class 9 contains 4855 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44378 members 
Mstep: Class 15 contains 6291 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51998 members 
Mstep: Class 18 contains 15188 members 
Mstep: Class 19 contains 172148 members 
Mstep: Class 20 contains 35181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038168.000000 Penalty: 59972.335938
Iteration 273Q: 19 clusters Score -8.003817e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217963 members 
Mstep: Class 3 contains 48565 members 
Mstep: Class 4 contains 22358 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36796 members 
Mstep: Class 8 contains 10901 members 
Mstep: Class 9 contains 4856 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44380 members 
Mstep: Class 15 contains 6291 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 51998 members 
Mstep: Class 18 contains 15188 members 
Mstep: Class 19 contains 172149 members 
Mstep: Class 20 contains 35183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038168.000000 Penalty: 59972.335938
Iteration 274Q: 19 clusters Score -8.003817e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217963 members 
Mstep: Class 3 contains 48551 members 
Mstep: Class 4 contains 22358 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36796 members 
Mstep: Class 8 contains 10912 members 
Mstep: Class 9 contains 4855 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44380 members 
Mstep: Class 15 contains 6291 members 
Mstep: Class 16 contains 4435 members 
Mstep: Class 17 contains 51998 members 
Mstep: Class 18 contains 15188 members 
Mstep: Class 19 contains 172150 members 
Mstep: Class 20 contains 35185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038120.000000 Penalty: 59972.335938
Iteration 275Q: 19 clusters Score -8.003812e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217958 members 
Mstep: Class 3 contains 48539 members 
Mstep: Class 4 contains 22358 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36795 members 
Mstep: Class 8 contains 10922 members 
Mstep: Class 9 contains 4855 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44382 members 
Mstep: Class 15 contains 6291 members 
Mstep: Class 16 contains 4436 members 
Mstep: Class 17 contains 51999 members 
Mstep: Class 18 contains 15188 members 
Mstep: Class 19 contains 172152 members 
Mstep: Class 20 contains 35187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038112.000000 Penalty: 59972.335938
Iteration 276Q: 19 clusters Score -8.003811e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217959 members 
Mstep: Class 3 contains 48527 members 
Mstep: Class 4 contains 22358 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36795 members 
Mstep: Class 8 contains 10924 members 
Mstep: Class 9 contains 4855 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44382 members 
Mstep: Class 15 contains 6291 members 
Mstep: Class 16 contains 4440 members 
Mstep: Class 17 contains 51997 members 
Mstep: Class 18 contains 15188 members 
Mstep: Class 19 contains 172158 members 
Mstep: Class 20 contains 35188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038216.000000 Penalty: 59972.335938
Iteration 277Q: 19 clusters Score -8.003822e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217959 members 
Mstep: Class 3 contains 48521 members 
Mstep: Class 4 contains 22358 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36796 members 
Mstep: Class 8 contains 10927 members 
Mstep: Class 9 contains 4854 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44381 members 
Mstep: Class 15 contains 6291 members 
Mstep: Class 16 contains 4445 members 
Mstep: Class 17 contains 51995 members 
Mstep: Class 18 contains 15188 members 
Mstep: Class 19 contains 172159 members 
Mstep: Class 20 contains 35188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038264.000000 Penalty: 59972.335938
Iteration 278Q: 19 clusters Score -8.003826e+07 nChanged 47
Entering ConstructFrom: 
Score: -80038264.000000 Penalty: 59972.335938
Entering ConstructFrom: 
Trying to split cluster 1 (1884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Entering Unmasked Estep 
Score: -202471.781250 Penalty: 1870.205811
	Iteration 0F: 2 clusters Score -202471.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -199944.781250 Penalty: 3740.411621
	Iteration 0F: 3 clusters Score -199944.8 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -200560.359375 Penalty: 3740.411621
	Iteration 1F: 3 clusters Score -200560.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -200843.515625 Penalty: 3740.411621
	Iteration 2F: 3 clusters Score -200843.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -201202.906250 Penalty: 3740.411621
	Iteration 3F: 3 clusters Score -201202.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -201804.062500 Penalty: 3740.411621
	Iteration 4F: 3 clusters Score -201804.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -202318.812500 Penalty: 3740.411621
	Iteration 5F: 3 clusters Score -202318.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -202571.218750 Penalty: 3740.411621
	Iteration 6F: 3 clusters Score -202571.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -202700.765625 Penalty: 3740.411621
	Iteration 7Q: 3 clusters Score -202700.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -202780.703125 Penalty: 3740.411621
	Iteration 8Q: 3 clusters Score -202780.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -202815.562500 Penalty: 3740.411621
	Iteration 9Q: 3 clusters Score -202815.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -202831.687500 Penalty: 3740.411621
	Iteration 10Q: 3 clusters Score -202831.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -202852.281250 Penalty: 3740.411621
	Iteration 11Q: 3 clusters Score -202852.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -202862.609375 Penalty: 3740.411621
	Iteration 12Q: 3 clusters Score -202862.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -202866.734375 Penalty: 3740.411621
	Iteration 13Q: 3 clusters Score -202866.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -202869.203125 Penalty: 3740.411621
	Iteration 14Q: 3 clusters Score -202869.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -202870.218750 Penalty: 3740.411621
	Iteration 15Q: 3 clusters Score -202870.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -202871.906250 Penalty: 3740.411621
	Iteration 16Q: 3 clusters Score -202871.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -202872.671875 Penalty: 3740.411621
	Iteration 17Q: 3 clusters Score -202872.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -202872.984375 Penalty: 3740.411621
	Iteration 18Q: 3 clusters Score -202873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -202872.984375 Penalty: 3740.411621
	Iteration 19F: 3 clusters Score -202873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 217964 members 
Mstep: Class 3 contains 48512 members 
Mstep: Class 4 contains 22359 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36796 members 
Mstep: Class 8 contains 10932 members 
Mstep: Class 9 contains 4854 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 14 contains 44378 members 
Mstep: Class 15 contains 6291 members 
Mstep: Class 16 contains 4447 members 
Mstep: Class 17 contains 51995 members 
Mstep: Class 18 contains 15188 members 
Mstep: Class 19 contains 172156 members 
Mstep: Class 20 contains 35190 members 
Entering Unmasked Estep 
Score: -80037144.000000 Penalty: 63304.132812
Splitting cluster 1 changes total score from -80038264.000000 to -80037144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (217964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217964 members 
Entering Unmasked Estep 
Score: -25971610.000000 Penalty: 3048.437256
	Iteration 0F: 2 clusters Score -2.597161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108760 members 
Mstep: Class 2 contains 109204 members 
Entering Unmasked Estep 
Score: -25837186.000000 Penalty: 6096.874512
	Iteration 0F: 3 clusters Score -2.583719e+07 nChanged 105060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106978 members 
Mstep: Class 2 contains 110986 members 
Entering Unmasked Estep 
Score: -25898954.000000 Penalty: 6096.874512
	Iteration 1F: 3 clusters Score -2.589895e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105768 members 
Mstep: Class 2 contains 112196 members 
Entering Unmasked Estep 
Score: -25900466.000000 Penalty: 6096.874512
	Iteration 2Q: 3 clusters Score -2.590047e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104012 members 
Mstep: Class 2 contains 113952 members 
Entering Unmasked Estep 
Score: -25903072.000000 Penalty: 6096.874512
	Iteration 3Q: 3 clusters Score -2.590307e+07 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101453 members 
Mstep: Class 2 contains 116511 members 
Entering Unmasked Estep 
Score: -25906552.000000 Penalty: 6096.874512
	Iteration 4Q: 3 clusters Score -2.590655e+07 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98004 members 
Mstep: Class 2 contains 119960 members 
Entering Unmasked Estep 
Score: -25911694.000000 Penalty: 6096.874512
	Iteration 5Q: 3 clusters Score -2.591169e+07 nChanged 12194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93974 members 
Mstep: Class 2 contains 123990 members 
Entering Unmasked Estep 
Score: -25918742.000000 Penalty: 6096.874512
	Iteration 6F: 3 clusters Score -2.591874e+07 nChanged 13549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90267 members 
Mstep: Class 2 contains 127697 members 
Entering Unmasked Estep 
Score: -25927328.000000 Penalty: 6096.874512
	Iteration 7F: 3 clusters Score -2.592733e+07 nChanged 13952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87707 members 
Mstep: Class 2 contains 130257 members 
Entering Unmasked Estep 
Score: -25936570.000000 Penalty: 6096.874512
	Iteration 8F: 3 clusters Score -2.593657e+07 nChanged 12167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86468 members 
Mstep: Class 2 contains 131496 members 
Entering Unmasked Estep 
Score: -25943030.000000 Penalty: 6096.874512
	Iteration 9F: 3 clusters Score -2.594303e+07 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85946 members 
Mstep: Class 2 contains 132018 members 
Entering Unmasked Estep 
Score: -25945722.000000 Penalty: 6096.874512
	Iteration 10Q: 3 clusters Score -2.594572e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85634 members 
Mstep: Class 2 contains 132330 members 
Entering Unmasked Estep 
Score: -25946844.000000 Penalty: 6096.874512
	Iteration 11Q: 3 clusters Score -2.594684e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85310 members 
Mstep: Class 2 contains 132654 members 
Entering Unmasked Estep 
Score: -25947256.000000 Penalty: 6096.874512
	Iteration 12Q: 3 clusters Score -2.594726e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84937 members 
Mstep: Class 2 contains 133027 members 
Entering Unmasked Estep 
Score: -25947636.000000 Penalty: 6096.874512
	Iteration 13Q: 3 clusters Score -2.594764e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84618 members 
Mstep: Class 2 contains 133346 members 
Entering Unmasked Estep 
Score: -25947786.000000 Penalty: 6096.874512
	Iteration 14Q: 3 clusters Score -2.594779e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84266 members 
Mstep: Class 2 contains 133698 members 
Entering Unmasked Estep 
Score: -25947986.000000 Penalty: 6096.874512
	Iteration 15Q: 3 clusters Score -2.594799e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83954 members 
Mstep: Class 2 contains 134010 members 
Entering Unmasked Estep 
Score: -25948226.000000 Penalty: 6096.874512
	Iteration 16Q: 3 clusters Score -2.594823e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83631 members 
Mstep: Class 2 contains 134333 members 
Entering Unmasked Estep 
Score: -25948468.000000 Penalty: 6096.874512
	Iteration 17Q: 3 clusters Score -2.594847e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83336 members 
Mstep: Class 2 contains 134628 members 
Entering Unmasked Estep 
Score: -25948628.000000 Penalty: 6096.874512
	Iteration 18Q: 3 clusters Score -2.594863e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83076 members 
Mstep: Class 2 contains 134888 members 
Entering Unmasked Estep 
Score: -25948770.000000 Penalty: 6096.874512
	Iteration 19Q: 3 clusters Score -2.594877e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82790 members 
Mstep: Class 2 contains 135174 members 
Entering Unmasked Estep 
Score: -25948980.000000 Penalty: 6096.874512
	Iteration 20F: 3 clusters Score -2.594898e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82428 members 
Mstep: Class 2 contains 135536 members 
Entering Unmasked Estep 
Score: -25949174.000000 Penalty: 6096.874512
	Iteration 21Q: 3 clusters Score -2.594917e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82060 members 
Mstep: Class 2 contains 135904 members 
Entering Unmasked Estep 
Score: -25949246.000000 Penalty: 6096.874512
	Iteration 22Q: 3 clusters Score -2.594925e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81672 members 
Mstep: Class 2 contains 136292 members 
Entering Unmasked Estep 
Score: -25949448.000000 Penalty: 6096.874512
	Iteration 23Q: 3 clusters Score -2.594945e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81334 members 
Mstep: Class 2 contains 136630 members 
Entering Unmasked Estep 
Score: -25949636.000000 Penalty: 6096.874512
	Iteration 24Q: 3 clusters Score -2.594964e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81064 members 
Mstep: Class 2 contains 136900 members 
Entering Unmasked Estep 
Score: -25949858.000000 Penalty: 6096.874512
	Iteration 25Q: 3 clusters Score -2.594986e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80728 members 
Mstep: Class 2 contains 137236 members 
Entering Unmasked Estep 
Score: -25950044.000000 Penalty: 6096.874512
	Iteration 26Q: 3 clusters Score -2.595004e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80401 members 
Mstep: Class 2 contains 137563 members 
Entering Unmasked Estep 
Score: -25950210.000000 Penalty: 6096.874512
	Iteration 27Q: 3 clusters Score -2.595021e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80053 members 
Mstep: Class 2 contains 137911 members 
Entering Unmasked Estep 
Score: -25950502.000000 Penalty: 6096.874512
	Iteration 28Q: 3 clusters Score -2.59505e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79674 members 
Mstep: Class 2 contains 138290 members 
Entering Unmasked Estep 
Score: -25950636.000000 Penalty: 6096.874512
	Iteration 29Q: 3 clusters Score -2.595064e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79288 members 
Mstep: Class 2 contains 138676 members 
Entering Unmasked Estep 
Score: -25950882.000000 Penalty: 6096.874512
	Iteration 30Q: 3 clusters Score -2.595088e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78836 members 
Mstep: Class 2 contains 139128 members 
Entering Unmasked Estep 
Score: -25951080.000000 Penalty: 6096.874512
	Iteration 31Q: 3 clusters Score -2.595108e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78359 members 
Mstep: Class 2 contains 139605 members 
Entering Unmasked Estep 
Score: -25951132.000000 Penalty: 6096.874512
	Iteration 32Q: 3 clusters Score -2.595113e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77908 members 
Mstep: Class 2 contains 140056 members 
Entering Unmasked Estep 
Score: -25951296.000000 Penalty: 6096.874512
	Iteration 33Q: 3 clusters Score -2.59513e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77466 members 
Mstep: Class 2 contains 140498 members 
Entering Unmasked Estep 
Score: -25951428.000000 Penalty: 6096.874512
	Iteration 34Q: 3 clusters Score -2.595143e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77008 members 
Mstep: Class 2 contains 140956 members 
Entering Unmasked Estep 
Score: -25951416.000000 Penalty: 6096.874512
	Iteration 35Q: 3 clusters Score -2.595142e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76504 members 
Mstep: Class 2 contains 141460 members 
Entering Unmasked Estep 
Score: -25951488.000000 Penalty: 6096.874512
	Iteration 36Q: 3 clusters Score -2.595149e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75955 members 
Mstep: Class 2 contains 142009 members 
Entering Unmasked Estep 
Score: -25951588.000000 Penalty: 6096.874512
	Iteration 37Q: 3 clusters Score -2.595159e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75414 members 
Mstep: Class 2 contains 142550 members 
Entering Unmasked Estep 
Score: -25951500.000000 Penalty: 6096.874512
	Iteration 38Q: 3 clusters Score -2.59515e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74830 members 
Mstep: Class 2 contains 143134 members 
Entering Unmasked Estep 
Score: -25951532.000000 Penalty: 6096.874512
	Iteration 39Q: 3 clusters Score -2.595153e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74207 members 
Mstep: Class 2 contains 143757 members 
Entering Unmasked Estep 
Score: -25951632.000000 Penalty: 6096.874512
	Iteration 40F: 3 clusters Score -2.595163e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73595 members 
Mstep: Class 2 contains 144369 members 
Entering Unmasked Estep 
Score: -25951558.000000 Penalty: 6096.874512
	Iteration 41Q: 3 clusters Score -2.595156e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73004 members 
Mstep: Class 2 contains 144960 members 
Entering Unmasked Estep 
Score: -25951566.000000 Penalty: 6096.874512
	Iteration 42Q: 3 clusters Score -2.595157e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72409 members 
Mstep: Class 2 contains 145555 members 
Entering Unmasked Estep 
Score: -25951586.000000 Penalty: 6096.874512
	Iteration 43Q: 3 clusters Score -2.595159e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71921 members 
Mstep: Class 2 contains 146043 members 
Entering Unmasked Estep 
Score: -25951640.000000 Penalty: 6096.874512
	Iteration 44Q: 3 clusters Score -2.595164e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71413 members 
Mstep: Class 2 contains 146551 members 
Entering Unmasked Estep 
Score: -25951680.000000 Penalty: 6096.874512
	Iteration 45Q: 3 clusters Score -2.595168e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70860 members 
Mstep: Class 2 contains 147104 members 
Entering Unmasked Estep 
Score: -25951564.000000 Penalty: 6096.874512
	Iteration 46Q: 3 clusters Score -2.595156e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70333 members 
Mstep: Class 2 contains 147631 members 
Entering Unmasked Estep 
Score: -25951658.000000 Penalty: 6096.874512
	Iteration 47Q: 3 clusters Score -2.595166e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69790 members 
Mstep: Class 2 contains 148174 members 
Entering Unmasked Estep 
Score: -25951538.000000 Penalty: 6096.874512
	Iteration 48Q: 3 clusters Score -2.595154e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69237 members 
Mstep: Class 2 contains 148727 members 
Entering Unmasked Estep 
Score: -25951550.000000 Penalty: 6096.874512
	Iteration 49Q: 3 clusters Score -2.595155e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68669 members 
Mstep: Class 2 contains 149295 members 
Entering Unmasked Estep 
Score: -25951622.000000 Penalty: 6096.874512
	Iteration 50Q: 3 clusters Score -2.595162e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68127 members 
Mstep: Class 2 contains 149837 members 
Entering Unmasked Estep 
Score: -25951678.000000 Penalty: 6096.874512
	Iteration 51Q: 3 clusters Score -2.595168e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67578 members 
Mstep: Class 2 contains 150386 members 
Entering Unmasked Estep 
Score: -25951670.000000 Penalty: 6096.874512
	Iteration 52Q: 3 clusters Score -2.595167e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67041 members 
Mstep: Class 2 contains 150923 members 
Entering Unmasked Estep 
Score: -25951630.000000 Penalty: 6096.874512
	Iteration 53Q: 3 clusters Score -2.595163e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66507 members 
Mstep: Class 2 contains 151457 members 
Entering Unmasked Estep 
Score: -25951600.000000 Penalty: 6096.874512
	Iteration 54Q: 3 clusters Score -2.59516e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65977 members 
Mstep: Class 2 contains 151987 members 
Entering Unmasked Estep 
Score: -25951540.000000 Penalty: 6096.874512
	Iteration 55Q: 3 clusters Score -2.595154e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 152521 members 
Entering Unmasked Estep 
Score: -25951540.000000 Penalty: 6096.874512
	Iteration 56Q: 3 clusters Score -2.595154e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64902 members 
Mstep: Class 2 contains 153062 members 
Entering Unmasked Estep 
Score: -25951524.000000 Penalty: 6096.874512
	Iteration 57Q: 3 clusters Score -2.595152e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 153590 members 
Entering Unmasked Estep 
Score: -25951500.000000 Penalty: 6096.874512
	Iteration 58Q: 3 clusters Score -2.59515e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63889 members 
Mstep: Class 2 contains 154075 members 
Entering Unmasked Estep 
Score: -25951472.000000 Penalty: 6096.874512
	Iteration 59Q: 3 clusters Score -2.595147e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63446 members 
Mstep: Class 2 contains 154518 members 
Entering Unmasked Estep 
Score: -25951416.000000 Penalty: 6096.874512
	Iteration 60F: 3 clusters Score -2.595142e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 154926 members 
Entering Unmasked Estep 
Score: -25951388.000000 Penalty: 6096.874512
	Iteration 61Q: 3 clusters Score -2.595139e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62655 members 
Mstep: Class 2 contains 155309 members 
Entering Unmasked Estep 
Score: -25951382.000000 Penalty: 6096.874512
	Iteration 62Q: 3 clusters Score -2.595138e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 155697 members 
Entering Unmasked Estep 
Score: -25951416.000000 Penalty: 6096.874512
	Iteration 63Q: 3 clusters Score -2.595142e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61820 members 
Mstep: Class 2 contains 156144 members 
Entering Unmasked Estep 
Score: -25951368.000000 Penalty: 6096.874512
	Iteration 64Q: 3 clusters Score -2.595137e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61413 members 
Mstep: Class 2 contains 156551 members 
Entering Unmasked Estep 
Score: -25951346.000000 Penalty: 6096.874512
	Iteration 65Q: 3 clusters Score -2.595135e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60981 members 
Mstep: Class 2 contains 156983 members 
Entering Unmasked Estep 
Score: -25951334.000000 Penalty: 6096.874512
	Iteration 66Q: 3 clusters Score -2.595133e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 157405 members 
Entering Unmasked Estep 
Score: -25951350.000000 Penalty: 6096.874512
	Iteration 67Q: 3 clusters Score -2.595135e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60142 members 
Mstep: Class 2 contains 157822 members 
Entering Unmasked Estep 
Score: -25951308.000000 Penalty: 6096.874512
	Iteration 68Q: 3 clusters Score -2.595131e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 158250 members 
Entering Unmasked Estep 
Score: -25951308.000000 Penalty: 6096.874512
	Iteration 69Q: 3 clusters Score -2.595131e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59283 members 
Mstep: Class 2 contains 158681 members 
Entering Unmasked Estep 
Score: -25951390.000000 Penalty: 6096.874512
	Iteration 70Q: 3 clusters Score -2.595139e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 159065 members 
Entering Unmasked Estep 
Score: -25951456.000000 Penalty: 6096.874512
	Iteration 71Q: 3 clusters Score -2.595146e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58558 members 
Mstep: Class 2 contains 159406 members 
Entering Unmasked Estep 
Score: -25951550.000000 Penalty: 6096.874512
	Iteration 72Q: 3 clusters Score -2.595155e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58239 members 
Mstep: Class 2 contains 159725 members 
Entering Unmasked Estep 
Score: -25951518.000000 Penalty: 6096.874512
	Iteration 73Q: 3 clusters Score -2.595152e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57928 members 
Mstep: Class 2 contains 160036 members 
Entering Unmasked Estep 
Score: -25951556.000000 Penalty: 6096.874512
	Iteration 74Q: 3 clusters Score -2.595156e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 160373 members 
Entering Unmasked Estep 
Score: -25951506.000000 Penalty: 6096.874512
	Iteration 75Q: 3 clusters Score -2.595151e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57263 members 
Mstep: Class 2 contains 160701 members 
Entering Unmasked Estep 
Score: -25951518.000000 Penalty: 6096.874512
	Iteration 76Q: 3 clusters Score -2.595152e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 160959 members 
Entering Unmasked Estep 
Score: -25951512.000000 Penalty: 6096.874512
	Iteration 77Q: 3 clusters Score -2.595151e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56739 members 
Mstep: Class 2 contains 161225 members 
Entering Unmasked Estep 
Score: -25951548.000000 Penalty: 6096.874512
	Iteration 78Q: 3 clusters Score -2.595155e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56483 members 
Mstep: Class 2 contains 161481 members 
Entering Unmasked Estep 
Score: -25951498.000000 Penalty: 6096.874512
	Iteration 79Q: 3 clusters Score -2.59515e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56200 members 
Mstep: Class 2 contains 161764 members 
Entering Unmasked Estep 
Score: -25951534.000000 Penalty: 6096.874512
	Iteration 80F: 3 clusters Score -2.595153e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55890 members 
Mstep: Class 2 contains 162074 members 
Entering Unmasked Estep 
Score: -25951510.000000 Penalty: 6096.874512
	Iteration 81Q: 3 clusters Score -2.595151e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55582 members 
Mstep: Class 2 contains 162382 members 
Entering Unmasked Estep 
Score: -25951496.000000 Penalty: 6096.874512
	Iteration 82Q: 3 clusters Score -2.59515e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55307 members 
Mstep: Class 2 contains 162657 members 
Entering Unmasked Estep 
Score: -25951532.000000 Penalty: 6096.874512
	Iteration 83Q: 3 clusters Score -2.595153e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55035 members 
Mstep: Class 2 contains 162929 members 
Entering Unmasked Estep 
Score: -25951550.000000 Penalty: 6096.874512
	Iteration 84Q: 3 clusters Score -2.595155e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54798 members 
Mstep: Class 2 contains 163166 members 
Entering Unmasked Estep 
Score: -25951618.000000 Penalty: 6096.874512
	Iteration 85Q: 3 clusters Score -2.595162e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54574 members 
Mstep: Class 2 contains 163390 members 
Entering Unmasked Estep 
Score: -25951628.000000 Penalty: 6096.874512
	Iteration 86Q: 3 clusters Score -2.595163e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 163614 members 
Entering Unmasked Estep 
Score: -25951650.000000 Penalty: 6096.874512
	Iteration 87Q: 3 clusters Score -2.595165e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Mstep: Class 2 contains 163836 members 
Entering Unmasked Estep 
Score: -25951686.000000 Penalty: 6096.874512
	Iteration 88Q: 3 clusters Score -2.595169e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 164054 members 
Entering Unmasked Estep 
Score: -25951708.000000 Penalty: 6096.874512
	Iteration 89Q: 3 clusters Score -2.595171e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 164240 members 
Entering Unmasked Estep 
Score: -25951744.000000 Penalty: 6096.874512
	Iteration 90Q: 3 clusters Score -2.595174e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53539 members 
Mstep: Class 2 contains 164425 members 
Entering Unmasked Estep 
Score: -25951800.000000 Penalty: 6096.874512
	Iteration 91Q: 3 clusters Score -2.59518e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53358 members 
Mstep: Class 2 contains 164606 members 
Entering Unmasked Estep 
Score: -25951698.000000 Penalty: 6096.874512
	Iteration 92Q: 3 clusters Score -2.59517e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53173 members 
Mstep: Class 2 contains 164791 members 
Entering Unmasked Estep 
Score: -25951728.000000 Penalty: 6096.874512
	Iteration 93Q: 3 clusters Score -2.595173e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 164985 members 
Entering Unmasked Estep 
Score: -25951722.000000 Penalty: 6096.874512
	Iteration 94Q: 3 clusters Score -2.595172e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 165179 members 
Entering Unmasked Estep 
Score: -25951738.000000 Penalty: 6096.874512
	Iteration 95Q: 3 clusters Score -2.595174e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 165369 members 
Entering Unmasked Estep 
Score: -25951792.000000 Penalty: 6096.874512
	Iteration 96Q: 3 clusters Score -2.595179e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 165592 members 
Entering Unmasked Estep 
Score: -25951744.000000 Penalty: 6096.874512
	Iteration 97Q: 3 clusters Score -2.595174e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 165805 members 
Entering Unmasked Estep 
Score: -25951706.000000 Penalty: 6096.874512
	Iteration 98Q: 3 clusters Score -2.595171e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 166054 members 
Entering Unmasked Estep 
Score: -25951682.000000 Penalty: 6096.874512
	Iteration 99Q: 3 clusters Score -2.595168e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51662 members 
Mstep: Class 2 contains 166302 members 
Entering Unmasked Estep 
Score: -25951630.000000 Penalty: 6096.874512
	Iteration 100F: 3 clusters Score -2.595163e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51412 members 
Mstep: Class 2 contains 166552 members 
Entering Unmasked Estep 
Score: -25951702.000000 Penalty: 6096.874512
	Iteration 101Q: 3 clusters Score -2.59517e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 166816 members 
Entering Unmasked Estep 
Score: -25951760.000000 Penalty: 6096.874512
	Iteration 102Q: 3 clusters Score -2.595176e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 167092 members 
Entering Unmasked Estep 
Score: -25951792.000000 Penalty: 6096.874512
	Iteration 103Q: 3 clusters Score -2.595179e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 167391 members 
Entering Unmasked Estep 
Score: -25951840.000000 Penalty: 6096.874512
	Iteration 104Q: 3 clusters Score -2.595184e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 167695 members 
Entering Unmasked Estep 
Score: -25951832.000000 Penalty: 6096.874512
	Iteration 105Q: 3 clusters Score -2.595183e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49965 members 
Mstep: Class 2 contains 167999 members 
Entering Unmasked Estep 
Score: -25951866.000000 Penalty: 6096.874512
	Iteration 106Q: 3 clusters Score -2.595187e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 168309 members 
Entering Unmasked Estep 
Score: -25951884.000000 Penalty: 6096.874512
	Iteration 107Q: 3 clusters Score -2.595188e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 168624 members 
Entering Unmasked Estep 
Score: -25951962.000000 Penalty: 6096.874512
	Iteration 108Q: 3 clusters Score -2.595196e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49003 members 
Mstep: Class 2 contains 168961 members 
Entering Unmasked Estep 
Score: -25952004.000000 Penalty: 6096.874512
	Iteration 109Q: 3 clusters Score -2.5952e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 169307 members 
Entering Unmasked Estep 
Score: -25952068.000000 Penalty: 6096.874512
	Iteration 110Q: 3 clusters Score -2.595207e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 169650 members 
Entering Unmasked Estep 
Score: -25952156.000000 Penalty: 6096.874512
	Iteration 111Q: 3 clusters Score -2.595216e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 169995 members 
Entering Unmasked Estep 
Score: -25952158.000000 Penalty: 6096.874512
	Iteration 112Q: 3 clusters Score -2.595216e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 170365 members 
Entering Unmasked Estep 
Score: -25952124.000000 Penalty: 6096.874512
	Iteration 113Q: 3 clusters Score -2.595212e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 170725 members 
Entering Unmasked Estep 
Score: -25952120.000000 Penalty: 6096.874512
	Iteration 114Q: 3 clusters Score -2.595212e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 171093 members 
Entering Unmasked Estep 
Score: -25952146.000000 Penalty: 6096.874512
	Iteration 115Q: 3 clusters Score -2.595215e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 171486 members 
Entering Unmasked Estep 
Score: -25952232.000000 Penalty: 6096.874512
	Iteration 116Q: 3 clusters Score -2.595223e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 171889 members 
Entering Unmasked Estep 
Score: -25952270.000000 Penalty: 6096.874512
	Iteration 117Q: 3 clusters Score -2.595227e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 172299 members 
Entering Unmasked Estep 
Score: -25952386.000000 Penalty: 6096.874512
	Iteration 118Q: 3 clusters Score -2.595239e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 172756 members 
Entering Unmasked Estep 
Score: -25952420.000000 Penalty: 6096.874512
	Iteration 119Q: 3 clusters Score -2.595242e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 173235 members 
Entering Unmasked Estep 
Score: -25952412.000000 Penalty: 6096.874512
	Iteration 120F: 3 clusters Score -2.595241e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 173783 members 
Entering Unmasked Estep 
Score: -25952480.000000 Penalty: 6096.874512
	Iteration 121Q: 3 clusters Score -2.595248e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 174314 members 
Entering Unmasked Estep 
Score: -25952536.000000 Penalty: 6096.874512
	Iteration 122Q: 3 clusters Score -2.595254e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 174878 members 
Entering Unmasked Estep 
Score: -25952618.000000 Penalty: 6096.874512
	Iteration 123Q: 3 clusters Score -2.595262e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 175422 members 
Entering Unmasked Estep 
Score: -25952660.000000 Penalty: 6096.874512
	Iteration 124Q: 3 clusters Score -2.595266e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 175998 members 
Entering Unmasked Estep 
Score: -25952794.000000 Penalty: 6096.874512
	Iteration 125Q: 3 clusters Score -2.595279e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 176576 members 
Entering Unmasked Estep 
Score: -25952900.000000 Penalty: 6096.874512
	Iteration 126Q: 3 clusters Score -2.59529e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 177123 members 
Entering Unmasked Estep 
Score: -25953012.000000 Penalty: 6096.874512
	Iteration 127Q: 3 clusters Score -2.595301e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 177684 members 
Entering Unmasked Estep 
Score: -25953134.000000 Penalty: 6096.874512
	Iteration 128Q: 3 clusters Score -2.595313e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 178276 members 
Entering Unmasked Estep 
Score: -25953284.000000 Penalty: 6096.874512
	Iteration 129Q: 3 clusters Score -2.595328e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 178943 members 
Entering Unmasked Estep 
Score: -25953346.000000 Penalty: 6096.874512
	Iteration 130Q: 3 clusters Score -2.595335e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 179637 members 
Entering Unmasked Estep 
Score: -25953386.000000 Penalty: 6096.874512
	Iteration 131Q: 3 clusters Score -2.595339e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 180388 members 
Entering Unmasked Estep 
Score: -25953534.000000 Penalty: 6096.874512
	Iteration 132Q: 3 clusters Score -2.595353e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 181191 members 
Entering Unmasked Estep 
Score: -25953606.000000 Penalty: 6096.874512
	Iteration 133Q: 3 clusters Score -2.595361e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 181989 members 
Entering Unmasked Estep 
Score: -25953736.000000 Penalty: 6096.874512
	Iteration 134Q: 3 clusters Score -2.595374e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 182772 members 
Entering Unmasked Estep 
Score: -25953776.000000 Penalty: 6096.874512
	Iteration 135Q: 3 clusters Score -2.595378e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 183598 members 
Entering Unmasked Estep 
Score: -25953832.000000 Penalty: 6096.874512
	Iteration 136Q: 3 clusters Score -2.595383e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 184432 members 
Entering Unmasked Estep 
Score: -25954028.000000 Penalty: 6096.874512
	Iteration 137Q: 3 clusters Score -2.595403e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 185357 members 
Entering Unmasked Estep 
Score: -25954230.000000 Penalty: 6096.874512
	Iteration 138Q: 3 clusters Score -2.595423e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 186299 members 
Entering Unmasked Estep 
Score: -25954400.000000 Penalty: 6096.874512
	Iteration 139Q: 3 clusters Score -2.59544e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 187286 members 
Entering Unmasked Estep 
Score: -25954486.000000 Penalty: 6096.874512
	Iteration 140F: 3 clusters Score -2.595449e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 188280 members 
Entering Unmasked Estep 
Score: -25954734.000000 Penalty: 6096.874512
	Iteration 141Q: 3 clusters Score -2.595473e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 189301 members 
Entering Unmasked Estep 
Score: -25955348.000000 Penalty: 6096.874512
	Iteration 142Q: 3 clusters Score -2.595535e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 190382 members 
Entering Unmasked Estep 
Score: -25956596.000000 Penalty: 6096.874512
	Iteration 143Q: 3 clusters Score -2.59566e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 191620 members 
Entering Unmasked Estep 
Score: -25958170.000000 Penalty: 6096.874512
	Iteration 144Q: 3 clusters Score -2.595817e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 193004 members 
Entering Unmasked Estep 
Score: -25959524.000000 Penalty: 6096.874512
	Iteration 145Q: 3 clusters Score -2.595952e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 194446 members 
Entering Unmasked Estep 
Score: -25960932.000000 Penalty: 6096.874512
	Iteration 146Q: 3 clusters Score -2.596093e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 196017 members 
Entering Unmasked Estep 
Score: -25962814.000000 Penalty: 6096.874512
	Iteration 147Q: 3 clusters Score -2.596281e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 197700 members 
Entering Unmasked Estep 
Score: -25964300.000000 Penalty: 6096.874512
	Iteration 148Q: 3 clusters Score -2.59643e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 199526 members 
Entering Unmasked Estep 
Score: -25965858.000000 Penalty: 6096.874512
	Iteration 149Q: 3 clusters Score -2.596586e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 201406 members 
Entering Unmasked Estep 
Score: -25967158.000000 Penalty: 6096.874512
	Iteration 150Q: 3 clusters Score -2.596716e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 203280 members 
Entering Unmasked Estep 
Score: -25968280.000000 Penalty: 6096.874512
	Iteration 151Q: 3 clusters Score -2.596828e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 205176 members 
Entering Unmasked Estep 
Score: -25969362.000000 Penalty: 6096.874512
	Iteration 152Q: 3 clusters Score -2.596936e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 207010 members 
Entering Unmasked Estep 
Score: -25970296.000000 Penalty: 6096.874512
	Iteration 153Q: 3 clusters Score -2.59703e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 208753 members 
Entering Unmasked Estep 
Score: -25971016.000000 Penalty: 6096.874512
	Iteration 154Q: 3 clusters Score -2.597102e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 210327 members 
Entering Unmasked Estep 
Score: -25971392.000000 Penalty: 6096.874512
	Iteration 155Q: 3 clusters Score -2.597139e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 211773 members 
Entering Unmasked Estep 
Score: -25971170.000000 Penalty: 6096.874512
	Iteration 156Q: 3 clusters Score -2.597117e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 212944 members 
Entering Unmasked Estep 
Score: -25971032.000000 Penalty: 6096.874512
	Iteration 157Q: 3 clusters Score -2.597103e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 213844 members 
Entering Unmasked Estep 
Score: -25970830.000000 Penalty: 6096.874512
	Iteration 158Q: 3 clusters Score -2.597083e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 214549 members 
Entering Unmasked Estep 
Score: -25970708.000000 Penalty: 6096.874512
	Iteration 159Q: 3 clusters Score -2.597071e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 215103 members 
Entering Unmasked Estep 
Score: -25970514.000000 Penalty: 6096.874512
	Iteration 160F: 3 clusters Score -2.597051e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 215494 members 
Entering Unmasked Estep 
Score: -25970350.000000 Penalty: 6096.874512
	Iteration 161Q: 3 clusters Score -2.597035e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 215781 members 
Entering Unmasked Estep 
Score: -25970308.000000 Penalty: 6096.874512
	Iteration 162Q: 3 clusters Score -2.597031e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 216017 members 
Entering Unmasked Estep 
Score: -25970238.000000 Penalty: 6096.874512
	Iteration 163Q: 3 clusters Score -2.597024e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 216178 members 
Entering Unmasked Estep 
Score: -25970164.000000 Penalty: 6096.874512
	Iteration 164Q: 3 clusters Score -2.597016e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 216309 members 
Entering Unmasked Estep 
Score: -25970124.000000 Penalty: 6096.874512
	Iteration 165Q: 3 clusters Score -2.597012e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 216434 members 
Entering Unmasked Estep 
Score: -25970064.000000 Penalty: 6096.874512
	Iteration 166Q: 3 clusters Score -2.597006e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 216523 members 
Entering Unmasked Estep 
Score: -25969994.000000 Penalty: 6096.874512
	Iteration 167Q: 3 clusters Score -2.596999e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 216603 members 
Entering Unmasked Estep 
Score: -25969940.000000 Penalty: 6096.874512
	Iteration 168Q: 3 clusters Score -2.596994e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 216668 members 
Entering Unmasked Estep 
Score: -25969934.000000 Penalty: 6096.874512
	Iteration 169Q: 3 clusters Score -2.596993e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 216714 members 
Entering Unmasked Estep 
Score: -25969916.000000 Penalty: 6096.874512
	Iteration 170Q: 3 clusters Score -2.596992e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 216751 members 
Entering Unmasked Estep 
Score: -25969918.000000 Penalty: 6096.874512
	Iteration 171Q: 3 clusters Score -2.596992e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 216778 members 
Entering Unmasked Estep 
Score: -25969914.000000 Penalty: 6096.874512
	Iteration 172Q: 3 clusters Score -2.596991e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 216796 members 
Entering Unmasked Estep 
Score: -25969920.000000 Penalty: 6096.874512
	Iteration 173Q: 3 clusters Score -2.596992e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 216821 members 
Entering Unmasked Estep 
Score: -25969906.000000 Penalty: 6096.874512
	Iteration 174Q: 3 clusters Score -2.596991e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 216840 members 
Entering Unmasked Estep 
Score: -25969882.000000 Penalty: 6096.874512
	Iteration 175Q: 3 clusters Score -2.596988e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 216854 members 
Entering Unmasked Estep 
Score: -25969904.000000 Penalty: 6096.874512
	Iteration 176Q: 3 clusters Score -2.59699e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 216868 members 
Entering Unmasked Estep 
Score: -25969914.000000 Penalty: 6096.874512
	Iteration 177Q: 3 clusters Score -2.596991e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 216883 members 
Entering Unmasked Estep 
Score: -25969914.000000 Penalty: 6096.874512
	Iteration 178Q: 3 clusters Score -2.596991e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 216897 members 
Entering Unmasked Estep 
Score: -25969938.000000 Penalty: 6096.874512
	Iteration 179Q: 3 clusters Score -2.596994e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 216916 members 
Entering Unmasked Estep 
Score: -25969928.000000 Penalty: 6096.874512
	Iteration 180F: 3 clusters Score -2.596993e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 216926 members 
Entering Unmasked Estep 
Score: -25969920.000000 Penalty: 6096.874512
	Iteration 181Q: 3 clusters Score -2.596992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 216933 members 
Entering Unmasked Estep 
Score: -25969944.000000 Penalty: 6096.874512
	Iteration 182Q: 3 clusters Score -2.596994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 216941 members 
Entering Unmasked Estep 
Score: -25969930.000000 Penalty: 6096.874512
	Iteration 183Q: 3 clusters Score -2.596993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 216947 members 
Entering Unmasked Estep 
Score: -25969936.000000 Penalty: 6096.874512
	Iteration 184Q: 3 clusters Score -2.596994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 216954 members 
Entering Unmasked Estep 
Score: -25969946.000000 Penalty: 6096.874512
	Iteration 185Q: 3 clusters Score -2.596995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 216963 members 
Entering Unmasked Estep 
Score: -25969938.000000 Penalty: 6096.874512
	Iteration 186Q: 3 clusters Score -2.596994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 216969 members 
Entering Unmasked Estep 
Score: -25969924.000000 Penalty: 6096.874512
	Iteration 187Q: 3 clusters Score -2.596992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 216973 members 
Entering Unmasked Estep 
Score: -25969906.000000 Penalty: 6096.874512
	Iteration 188Q: 3 clusters Score -2.596991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 216974 members 
Entering Unmasked Estep 
Score: -25969902.000000 Penalty: 6096.874512
	Iteration 189Q: 3 clusters Score -2.59699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 216980 members 
Entering Unmasked Estep 
Score: -25969900.000000 Penalty: 6096.874512
	Iteration 190Q: 3 clusters Score -2.59699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 216982 members 
Entering Unmasked Estep 
Score: -25969914.000000 Penalty: 6096.874512
	Iteration 191Q: 3 clusters Score -2.596991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 216984 members 
Entering Unmasked Estep 
Score: -25969914.000000 Penalty: 6096.874512
	Iteration 192Q: 3 clusters Score -2.596991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 216984 members 
Entering Unmasked Estep 
Score: -25969914.000000 Penalty: 6096.874512
	Iteration 193F: 3 clusters Score -2.596991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Entering Unmasked Estep 
Score: -5816662.500000 Penalty: 2675.812500
	Iteration 0F: 2 clusters Score -5816662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -5783832.000000 Penalty: 5351.625000
	Iteration 0F: 3 clusters Score -5783832 nChanged 22524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -5796578.500000 Penalty: 5351.625000
	Iteration 1F: 3 clusters Score -5796578 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -5797227.000000 Penalty: 5351.625000
	Iteration 2Q: 3 clusters Score -5797227 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -5797883.500000 Penalty: 5351.625000
	Iteration 3Q: 3 clusters Score -5797884 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -5798667.000000 Penalty: 5351.625000
	Iteration 4Q: 3 clusters Score -5798667 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -5799554.000000 Penalty: 5351.625000
	Iteration 5Q: 3 clusters Score -5799554 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -5800565.500000 Penalty: 5351.625000
	Iteration 6Q: 3 clusters Score -5800566 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -5802022.000000 Penalty: 5351.625000
	Iteration 7Q: 3 clusters Score -5802022 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -5803824.000000 Penalty: 5351.625000
	Iteration 8F: 3 clusters Score -5803824 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -5805746.000000 Penalty: 5351.625000
	Iteration 9F: 3 clusters Score -5805746 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -5807146.500000 Penalty: 5351.625000
	Iteration 10F: 3 clusters Score -5807146 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -5807848.000000 Penalty: 5351.625000
	Iteration 11Q: 3 clusters Score -5807848 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -5808168.500000 Penalty: 5351.625000
	Iteration 12Q: 3 clusters Score -5808168 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -5808342.500000 Penalty: 5351.625000
	Iteration 13Q: 3 clusters Score -5808342 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -5808530.000000 Penalty: 5351.625000
	Iteration 14Q: 3 clusters Score -5808530 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -5808679.000000 Penalty: 5351.625000
	Iteration 15Q: 3 clusters Score -5808679 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -5808855.500000 Penalty: 5351.625000
	Iteration 16Q: 3 clusters Score -5808856 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -5809015.500000 Penalty: 5351.625000
	Iteration 17Q: 3 clusters Score -5809016 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -5809211.500000 Penalty: 5351.625000
	Iteration 18Q: 3 clusters Score -5809212 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -5809439.000000 Penalty: 5351.625000
	Iteration 19Q: 3 clusters Score -5809439 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -5809684.000000 Penalty: 5351.625000
	Iteration 20F: 3 clusters Score -5809684 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -5809944.000000 Penalty: 5351.625000
	Iteration 21Q: 3 clusters Score -5809944 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -5810210.500000 Penalty: 5351.625000
	Iteration 22Q: 3 clusters Score -5810210 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -5810470.000000 Penalty: 5351.625000
	Iteration 23Q: 3 clusters Score -5810470 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -5810721.500000 Penalty: 5351.625000
	Iteration 24Q: 3 clusters Score -5810722 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -5810995.000000 Penalty: 5351.625000
	Iteration 25Q: 3 clusters Score -5810995 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -5811300.000000 Penalty: 5351.625000
	Iteration 26Q: 3 clusters Score -5811300 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -5811540.500000 Penalty: 5351.625000
	Iteration 27Q: 3 clusters Score -5811540 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -5811780.500000 Penalty: 5351.625000
	Iteration 28Q: 3 clusters Score -5811780 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -5812033.500000 Penalty: 5351.625000
	Iteration 29Q: 3 clusters Score -5812034 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -5812246.000000 Penalty: 5351.625000
	Iteration 30Q: 3 clusters Score -5812246 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -5812415.000000 Penalty: 5351.625000
	Iteration 31Q: 3 clusters Score -5812415 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -5812600.500000 Penalty: 5351.625000
	Iteration 32Q: 3 clusters Score -5812600 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -5812752.500000 Penalty: 5351.625000
	Iteration 33Q: 3 clusters Score -5812752 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -5812923.000000 Penalty: 5351.625000
	Iteration 34Q: 3 clusters Score -5812923 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -5813092.500000 Penalty: 5351.625000
	Iteration 35Q: 3 clusters Score -5813092 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -5813237.500000 Penalty: 5351.625000
	Iteration 36Q: 3 clusters Score -5813238 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -5813338.500000 Penalty: 5351.625000
	Iteration 37Q: 3 clusters Score -5813338 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -5813486.000000 Penalty: 5351.625000
	Iteration 38Q: 3 clusters Score -5813486 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -5813640.000000 Penalty: 5351.625000
	Iteration 39Q: 3 clusters Score -5813640 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -5813772.000000 Penalty: 5351.625000
	Iteration 40F: 3 clusters Score -5813772 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -5813872.000000 Penalty: 5351.625000
	Iteration 41Q: 3 clusters Score -5813872 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -5813975.000000 Penalty: 5351.625000
	Iteration 42Q: 3 clusters Score -5813975 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -5814047.500000 Penalty: 5351.625000
	Iteration 43Q: 3 clusters Score -5814048 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -5814150.500000 Penalty: 5351.625000
	Iteration 44Q: 3 clusters Score -5814150 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -5814239.000000 Penalty: 5351.625000
	Iteration 45Q: 3 clusters Score -5814239 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -5814315.000000 Penalty: 5351.625000
	Iteration 46Q: 3 clusters Score -5814315 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -5814357.000000 Penalty: 5351.625000
	Iteration 47Q: 3 clusters Score -5814357 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -5814393.000000 Penalty: 5351.625000
	Iteration 48Q: 3 clusters Score -5814393 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -5814423.500000 Penalty: 5351.625000
	Iteration 49Q: 3 clusters Score -5814424 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -5814437.500000 Penalty: 5351.625000
	Iteration 50Q: 3 clusters Score -5814438 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -5814457.500000 Penalty: 5351.625000
	Iteration 51Q: 3 clusters Score -5814458 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5814478.000000 Penalty: 5351.625000
	Iteration 52Q: 3 clusters Score -5814478 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -5814495.000000 Penalty: 5351.625000
	Iteration 53Q: 3 clusters Score -5814495 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5814481.500000 Penalty: 5351.625000
	Iteration 54Q: 3 clusters Score -5814482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5814511.000000 Penalty: 5351.625000
	Iteration 55Q: 3 clusters Score -5814511 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5814531.500000 Penalty: 5351.625000
	Iteration 56Q: 3 clusters Score -5814532 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -5814534.000000 Penalty: 5351.625000
	Iteration 57Q: 3 clusters Score -5814534 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -5814547.500000 Penalty: 5351.625000
	Iteration 58Q: 3 clusters Score -5814548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -5814545.500000 Penalty: 5351.625000
	Iteration 59Q: 3 clusters Score -5814546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5814544.500000 Penalty: 5351.625000
	Iteration 60F: 3 clusters Score -5814544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5814550.500000 Penalty: 5351.625000
	Iteration 61Q: 3 clusters Score -5814550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5814555.500000 Penalty: 5351.625000
	Iteration 62Q: 3 clusters Score -5814556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5814576.500000 Penalty: 5351.625000
	Iteration 63Q: 3 clusters Score -5814576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5814572.500000 Penalty: 5351.625000
	Iteration 64Q: 3 clusters Score -5814572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46778 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -5814571.000000 Penalty: 5351.625000
	Iteration 65Q: 3 clusters Score -5814571 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5814587.000000 Penalty: 5351.625000
	Iteration 66Q: 3 clusters Score -5814587 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5814591.000000 Penalty: 5351.625000
	Iteration 67Q: 3 clusters Score -5814591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5814599.000000 Penalty: 5351.625000
	Iteration 68Q: 3 clusters Score -5814599 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5814594.500000 Penalty: 5351.625000
	Iteration 69Q: 3 clusters Score -5814594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5814612.500000 Penalty: 5351.625000
	Iteration 70Q: 3 clusters Score -5814612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5814621.500000 Penalty: 5351.625000
	Iteration 71Q: 3 clusters Score -5814622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5814640.500000 Penalty: 5351.625000
	Iteration 72Q: 3 clusters Score -5814640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5814657.500000 Penalty: 5351.625000
	Iteration 73Q: 3 clusters Score -5814658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5814672.000000 Penalty: 5351.625000
	Iteration 74Q: 3 clusters Score -5814672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5814679.500000 Penalty: 5351.625000
	Iteration 75Q: 3 clusters Score -5814680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -5814681.000000 Penalty: 5351.625000
	Iteration 76Q: 3 clusters Score -5814681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5814671.500000 Penalty: 5351.625000
	Iteration 77Q: 3 clusters Score -5814672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5814679.000000 Penalty: 5351.625000
	Iteration 78Q: 3 clusters Score -5814679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5814678.000000 Penalty: 5351.625000
	Iteration 79Q: 3 clusters Score -5814678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5814682.000000 Penalty: 5351.625000
	Iteration 80F: 3 clusters Score -5814682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5814676.000000 Penalty: 5351.625000
	Iteration 81Q: 3 clusters Score -5814676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5814670.500000 Penalty: 5351.625000
	Iteration 82Q: 3 clusters Score -5814670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5814681.000000 Penalty: 5351.625000
	Iteration 83Q: 3 clusters Score -5814681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5814692.500000 Penalty: 5351.625000
	Iteration 84Q: 3 clusters Score -5814692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5814696.500000 Penalty: 5351.625000
	Iteration 85Q: 3 clusters Score -5814696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5814697.000000 Penalty: 5351.625000
	Iteration 86Q: 3 clusters Score -5814697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5814694.000000 Penalty: 5351.625000
	Iteration 87Q: 3 clusters Score -5814694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5814704.000000 Penalty: 5351.625000
	Iteration 88Q: 3 clusters Score -5814704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5814709.000000 Penalty: 5351.625000
	Iteration 89Q: 3 clusters Score -5814709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5814720.000000 Penalty: 5351.625000
	Iteration 90Q: 3 clusters Score -5814720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5814716.000000 Penalty: 5351.625000
	Iteration 91Q: 3 clusters Score -5814716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5814717.000000 Penalty: 5351.625000
	Iteration 92Q: 3 clusters Score -5814717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -5814717.500000 Penalty: 5351.625000
	Iteration 93Q: 3 clusters Score -5814718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5814717.500000 Penalty: 5351.625000
	Iteration 94Q: 3 clusters Score -5814718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5814728.000000 Penalty: 5351.625000
	Iteration 95Q: 3 clusters Score -5814728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5814729.500000 Penalty: 5351.625000
	Iteration 96Q: 3 clusters Score -5814730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5814732.500000 Penalty: 5351.625000
	Iteration 97Q: 3 clusters Score -5814732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5814735.000000 Penalty: 5351.625000
	Iteration 98Q: 3 clusters Score -5814735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5814735.000000 Penalty: 5351.625000
	Iteration 99F: 3 clusters Score -5814735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Entering Unmasked Estep 
Score: -2726876.500000 Penalty: 2483.716064
	Iteration 0F: 2 clusters Score -2726876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2711330.500000 Penalty: 4967.432129
	Iteration 0F: 3 clusters Score -2711330 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2716626.250000 Penalty: 4967.432129
	Iteration 1F: 3 clusters Score -2716626 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2717032.000000 Penalty: 4967.432129
	Iteration 2F: 3 clusters Score -2717032 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2717378.750000 Penalty: 4967.432129
	Iteration 3Q: 3 clusters Score -2717379 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2717716.500000 Penalty: 4967.432129
	Iteration 4Q: 3 clusters Score -2717716 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2718097.250000 Penalty: 4967.432129
	Iteration 5Q: 3 clusters Score -2718097 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2718573.500000 Penalty: 4967.432129
	Iteration 6Q: 3 clusters Score -2718574 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2719237.000000 Penalty: 4967.432129
	Iteration 7F: 3 clusters Score -2719237 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2720189.000000 Penalty: 4967.432129
	Iteration 8F: 3 clusters Score -2720189 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2721389.500000 Penalty: 4967.432129
	Iteration 9F: 3 clusters Score -2721390 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2722560.500000 Penalty: 4967.432129
	Iteration 10F: 3 clusters Score -2722560 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2723434.750000 Penalty: 4967.432129
	Iteration 11Q: 3 clusters Score -2723435 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -2724022.000000 Penalty: 4967.432129
	Iteration 12Q: 3 clusters Score -2724022 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -2724332.000000 Penalty: 4967.432129
	Iteration 13Q: 3 clusters Score -2724332 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -2724500.250000 Penalty: 4967.432129
	Iteration 14Q: 3 clusters Score -2724500 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -2724580.750000 Penalty: 4967.432129
	Iteration 15Q: 3 clusters Score -2724581 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -2724628.750000 Penalty: 4967.432129
	Iteration 16Q: 3 clusters Score -2724629 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -2724655.000000 Penalty: 4967.432129
	Iteration 17Q: 3 clusters Score -2724655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -2724670.250000 Penalty: 4967.432129
	Iteration 18Q: 3 clusters Score -2724670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -2724679.250000 Penalty: 4967.432129
	Iteration 19Q: 3 clusters Score -2724679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -2724693.750000 Penalty: 4967.432129
	Iteration 20F: 3 clusters Score -2724694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2724708.000000 Penalty: 4967.432129
	Iteration 21Q: 3 clusters Score -2724708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -2724713.250000 Penalty: 4967.432129
	Iteration 22Q: 3 clusters Score -2724713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -2724721.750000 Penalty: 4967.432129
	Iteration 23Q: 3 clusters Score -2724722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -2724728.000000 Penalty: 4967.432129
	Iteration 24Q: 3 clusters Score -2724728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -2724728.250000 Penalty: 4967.432129
	Iteration 25Q: 3 clusters Score -2724728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2724731.000000 Penalty: 4967.432129
	Iteration 26Q: 3 clusters Score -2724731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2724733.500000 Penalty: 4967.432129
	Iteration 27Q: 3 clusters Score -2724734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2724733.500000 Penalty: 4967.432129
	Iteration 28F: 3 clusters Score -2724734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Entering Unmasked Estep 
Score: -705354.000000 Penalty: 2153.143311
	Iteration 0F: 2 clusters Score -705354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -700207.312500 Penalty: 4306.286621
	Iteration 0F: 3 clusters Score -700207.3 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -701532.562500 Penalty: 4306.286621
	Iteration 1F: 3 clusters Score -701532.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -701768.625000 Penalty: 4306.286621
	Iteration 2F: 3 clusters Score -701768.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -701906.375000 Penalty: 4306.286621
	Iteration 3F: 3 clusters Score -701906.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -701988.812500 Penalty: 4306.286621
	Iteration 4Q: 3 clusters Score -701988.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -702050.062500 Penalty: 4306.286621
	Iteration 5Q: 3 clusters Score -702050.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -702104.250000 Penalty: 4306.286621
	Iteration 6Q: 3 clusters Score -702104.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -702146.125000 Penalty: 4306.286621
	Iteration 7Q: 3 clusters Score -702146.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -702186.187500 Penalty: 4306.286621
	Iteration 8Q: 3 clusters Score -702186.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -702212.000000 Penalty: 4306.286621
	Iteration 9Q: 3 clusters Score -702212 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -702240.562500 Penalty: 4306.286621
	Iteration 10Q: 3 clusters Score -702240.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -702267.312500 Penalty: 4306.286621
	Iteration 11Q: 3 clusters Score -702267.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -702292.062500 Penalty: 4306.286621
	Iteration 12Q: 3 clusters Score -702292.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -702312.187500 Penalty: 4306.286621
	Iteration 13Q: 3 clusters Score -702312.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -702333.187500 Penalty: 4306.286621
	Iteration 14Q: 3 clusters Score -702333.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -702356.125000 Penalty: 4306.286621
	Iteration 15Q: 3 clusters Score -702356.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -702377.375000 Penalty: 4306.286621
	Iteration 16Q: 3 clusters Score -702377.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -702402.812500 Penalty: 4306.286621
	Iteration 17Q: 3 clusters Score -702402.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -702441.125000 Penalty: 4306.286621
	Iteration 18Q: 3 clusters Score -702441.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -702494.187500 Penalty: 4306.286621
	Iteration 19Q: 3 clusters Score -702494.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -702589.125000 Penalty: 4306.286621
	Iteration 20F: 3 clusters Score -702589.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -702747.250000 Penalty: 4306.286621
	Iteration 21Q: 3 clusters Score -702747.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -703041.625000 Penalty: 4306.286621
	Iteration 22Q: 3 clusters Score -703041.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -703322.937500 Penalty: 4306.286621
	Iteration 23Q: 3 clusters Score -703322.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -703455.375000 Penalty: 4306.286621
	Iteration 24Q: 3 clusters Score -703455.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -703538.062500 Penalty: 4306.286621
	Iteration 25Q: 3 clusters Score -703538.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -703606.250000 Penalty: 4306.286621
	Iteration 26Q: 3 clusters Score -703606.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -703669.937500 Penalty: 4306.286621
	Iteration 27Q: 3 clusters Score -703669.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -703719.500000 Penalty: 4306.286621
	Iteration 28Q: 3 clusters Score -703719.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -703753.812500 Penalty: 4306.286621
	Iteration 29Q: 3 clusters Score -703753.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -703781.750000 Penalty: 4306.286621
	Iteration 30Q: 3 clusters Score -703781.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -703805.312500 Penalty: 4306.286621
	Iteration 31Q: 3 clusters Score -703805.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -703821.187500 Penalty: 4306.286621
	Iteration 32Q: 3 clusters Score -703821.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -703834.562500 Penalty: 4306.286621
	Iteration 33Q: 3 clusters Score -703834.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -703842.000000 Penalty: 4306.286621
	Iteration 34Q: 3 clusters Score -703842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -703849.000000 Penalty: 4306.286621
	Iteration 35Q: 3 clusters Score -703849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -703855.625000 Penalty: 4306.286621
	Iteration 36Q: 3 clusters Score -703855.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -703860.062500 Penalty: 4306.286621
	Iteration 37Q: 3 clusters Score -703860.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -703861.687500 Penalty: 4306.286621
	Iteration 38Q: 3 clusters Score -703861.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -703863.437500 Penalty: 4306.286621
	Iteration 39Q: 3 clusters Score -703863.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -703863.625000 Penalty: 4306.286621
	Iteration 40F: 3 clusters Score -703863.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -703864.500000 Penalty: 4306.286621
	Iteration 41Q: 3 clusters Score -703864.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -703864.500000 Penalty: 4306.286621
	Iteration 42F: 3 clusters Score -703864.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Entering Unmasked Estep 
Score: -234087.531250 Penalty: 1892.594971
	Iteration 0F: 2 clusters Score -234087.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -231423.343750 Penalty: 3785.189941
	Iteration 0F: 3 clusters Score -231423.3 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -231901.875000 Penalty: 3785.189941
	Iteration 1F: 3 clusters Score -231901.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -232039.250000 Penalty: 3785.189941
	Iteration 2F: 3 clusters Score -232039.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -232127.671875 Penalty: 3785.189941
	Iteration 3Q: 3 clusters Score -232127.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -232193.828125 Penalty: 3785.189941
	Iteration 4Q: 3 clusters Score -232193.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -232267.390625 Penalty: 3785.189941
	Iteration 5Q: 3 clusters Score -232267.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -232354.890625 Penalty: 3785.189941
	Iteration 6Q: 3 clusters Score -232354.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -232478.562500 Penalty: 3785.189941
	Iteration 7Q: 3 clusters Score -232478.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -232631.343750 Penalty: 3785.189941
	Iteration 8Q: 3 clusters Score -232631.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -232780.609375 Penalty: 3785.189941
	Iteration 9Q: 3 clusters Score -232780.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -232944.718750 Penalty: 3785.189941
	Iteration 10Q: 3 clusters Score -232944.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -233095.515625 Penalty: 3785.189941
	Iteration 11Q: 3 clusters Score -233095.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -233252.546875 Penalty: 3785.189941
	Iteration 12Q: 3 clusters Score -233252.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -233386.078125 Penalty: 3785.189941
	Iteration 13Q: 3 clusters Score -233386.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -233500.812500 Penalty: 3785.189941
	Iteration 14Q: 3 clusters Score -233500.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -233561.906250 Penalty: 3785.189941
	Iteration 15Q: 3 clusters Score -233561.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -233606.750000 Penalty: 3785.189941
	Iteration 16Q: 3 clusters Score -233606.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -233633.156250 Penalty: 3785.189941
	Iteration 17Q: 3 clusters Score -233633.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -233645.734375 Penalty: 3785.189941
	Iteration 18Q: 3 clusters Score -233645.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -233650.546875 Penalty: 3785.189941
	Iteration 19Q: 3 clusters Score -233650.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -233654.765625 Penalty: 3785.189941
	Iteration 20F: 3 clusters Score -233654.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -233662.078125 Penalty: 3785.189941
	Iteration 21Q: 3 clusters Score -233662.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -233675.250000 Penalty: 3785.189941
	Iteration 22Q: 3 clusters Score -233675.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -233681.062500 Penalty: 3785.189941
	Iteration 23Q: 3 clusters Score -233681.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -233684.640625 Penalty: 3785.189941
	Iteration 24Q: 3 clusters Score -233684.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -233690.468750 Penalty: 3785.189941
	Iteration 25Q: 3 clusters Score -233690.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -233703.531250 Penalty: 3785.189941
	Iteration 26Q: 3 clusters Score -233703.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -233719.234375 Penalty: 3785.189941
	Iteration 27Q: 3 clusters Score -233719.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -233730.265625 Penalty: 3785.189941
	Iteration 28Q: 3 clusters Score -233730.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -233737.640625 Penalty: 3785.189941
	Iteration 29Q: 3 clusters Score -233737.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -233751.578125 Penalty: 3785.189941
	Iteration 30Q: 3 clusters Score -233751.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -233757.953125 Penalty: 3785.189941
	Iteration 31Q: 3 clusters Score -233758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -233759.750000 Penalty: 3785.189941
	Iteration 32Q: 3 clusters Score -233759.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -233759.750000 Penalty: 3785.189941
	Iteration 33F: 3 clusters Score -233759.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Entering Unmasked Estep 
Score: -4449241.500000 Penalty: 2607.259766
	Iteration 0F: 2 clusters Score -4449242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -4424274.000000 Penalty: 5214.519531
	Iteration 0F: 3 clusters Score -4424274 nChanged 16746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -4433554.500000 Penalty: 5214.519531
	Iteration 1F: 3 clusters Score -4433554 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -4434459.500000 Penalty: 5214.519531
	Iteration 2F: 3 clusters Score -4434460 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -4435796.000000 Penalty: 5214.519531
	Iteration 3F: 3 clusters Score -4435796 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -4437434.000000 Penalty: 5214.519531
	Iteration 4F: 3 clusters Score -4437434 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -4439490.000000 Penalty: 5214.519531
	Iteration 5F: 3 clusters Score -4439490 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -4441902.000000 Penalty: 5214.519531
	Iteration 6F: 3 clusters Score -4441902 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -4444673.500000 Penalty: 5214.519531
	Iteration 7F: 3 clusters Score -4444674 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -4446827.500000 Penalty: 5214.519531
	Iteration 8F: 3 clusters Score -4446828 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -4447801.000000 Penalty: 5214.519531
	Iteration 9Q: 3 clusters Score -4447801 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -4448101.500000 Penalty: 5214.519531
	Iteration 10Q: 3 clusters Score -4448102 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -4448237.500000 Penalty: 5214.519531
	Iteration 11Q: 3 clusters Score -4448238 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -4448329.500000 Penalty: 5214.519531
	Iteration 12Q: 3 clusters Score -4448330 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -4448392.000000 Penalty: 5214.519531
	Iteration 13Q: 3 clusters Score -4448392 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -4448480.000000 Penalty: 5214.519531
	Iteration 14Q: 3 clusters Score -4448480 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -4448494.500000 Penalty: 5214.519531
	Iteration 15Q: 3 clusters Score -4448494 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -4448527.000000 Penalty: 5214.519531
	Iteration 16Q: 3 clusters Score -4448527 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -4448551.500000 Penalty: 5214.519531
	Iteration 17Q: 3 clusters Score -4448552 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -4448567.500000 Penalty: 5214.519531
	Iteration 18Q: 3 clusters Score -4448568 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -4448582.000000 Penalty: 5214.519531
	Iteration 19Q: 3 clusters Score -4448582 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -4448599.500000 Penalty: 5214.519531
	Iteration 20F: 3 clusters Score -4448600 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -4448624.500000 Penalty: 5214.519531
	Iteration 21Q: 3 clusters Score -4448624 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -4448624.500000 Penalty: 5214.519531
	Iteration 22Q: 3 clusters Score -4448624 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -4448643.500000 Penalty: 5214.519531
	Iteration 23Q: 3 clusters Score -4448644 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -4448671.500000 Penalty: 5214.519531
	Iteration 24Q: 3 clusters Score -4448672 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -4448674.500000 Penalty: 5214.519531
	Iteration 25Q: 3 clusters Score -4448674 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -4448691.500000 Penalty: 5214.519531
	Iteration 26Q: 3 clusters Score -4448692 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -4448689.000000 Penalty: 5214.519531
	Iteration 27Q: 3 clusters Score -4448689 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -4448696.000000 Penalty: 5214.519531
	Iteration 28Q: 3 clusters Score -4448696 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -4448701.000000 Penalty: 5214.519531
	Iteration 29Q: 3 clusters Score -4448701 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -4448707.500000 Penalty: 5214.519531
	Iteration 30Q: 3 clusters Score -4448708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -4448711.000000 Penalty: 5214.519531
	Iteration 31Q: 3 clusters Score -4448711 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -4448713.000000 Penalty: 5214.519531
	Iteration 32Q: 3 clusters Score -4448713 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -4448708.500000 Penalty: 5214.519531
	Iteration 33Q: 3 clusters Score -4448708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -4448724.000000 Penalty: 5214.519531
	Iteration 34Q: 3 clusters Score -4448724 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -4448726.500000 Penalty: 5214.519531
	Iteration 35Q: 3 clusters Score -4448726 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -4448737.500000 Penalty: 5214.519531
	Iteration 36Q: 3 clusters Score -4448738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -4448745.000000 Penalty: 5214.519531
	Iteration 37Q: 3 clusters Score -4448745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -4448735.000000 Penalty: 5214.519531
	Iteration 38Q: 3 clusters Score -4448735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -4448741.000000 Penalty: 5214.519531
	Iteration 39Q: 3 clusters Score -4448741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -4448748.500000 Penalty: 5214.519531
	Iteration 40F: 3 clusters Score -4448748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -4448749.500000 Penalty: 5214.519531
	Iteration 41Q: 3 clusters Score -4448750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -4448749.500000 Penalty: 5214.519531
	Iteration 42Q: 3 clusters Score -4448750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -4448764.500000 Penalty: 5214.519531
	Iteration 43Q: 3 clusters Score -4448764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -4448769.000000 Penalty: 5214.519531
	Iteration 44Q: 3 clusters Score -4448769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -4448765.500000 Penalty: 5214.519531
	Iteration 45Q: 3 clusters Score -4448766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -4448768.500000 Penalty: 5214.519531
	Iteration 46Q: 3 clusters Score -4448768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -4448762.500000 Penalty: 5214.519531
	Iteration 47Q: 3 clusters Score -4448762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -4448757.500000 Penalty: 5214.519531
	Iteration 48Q: 3 clusters Score -4448758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -4448767.000000 Penalty: 5214.519531
	Iteration 49Q: 3 clusters Score -4448767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -4448754.000000 Penalty: 5214.519531
	Iteration 50Q: 3 clusters Score -4448754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -4448748.000000 Penalty: 5214.519531
	Iteration 51Q: 3 clusters Score -4448748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -4448751.000000 Penalty: 5214.519531
	Iteration 52Q: 3 clusters Score -4448751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -4448744.500000 Penalty: 5214.519531
	Iteration 53Q: 3 clusters Score -4448744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -4448751.500000 Penalty: 5214.519531
	Iteration 54Q: 3 clusters Score -4448752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -4448754.000000 Penalty: 5214.519531
	Iteration 55Q: 3 clusters Score -4448754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -4448754.500000 Penalty: 5214.519531
	Iteration 56Q: 3 clusters Score -4448754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -4448747.000000 Penalty: 5214.519531
	Iteration 57Q: 3 clusters Score -4448747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -4448752.000000 Penalty: 5214.519531
	Iteration 58Q: 3 clusters Score -4448752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -4448745.500000 Penalty: 5214.519531
	Iteration 59Q: 3 clusters Score -4448746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -4448748.500000 Penalty: 5214.519531
	Iteration 60F: 3 clusters Score -4448748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -4448742.000000 Penalty: 5214.519531
	Iteration 61Q: 3 clusters Score -4448742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -4448738.500000 Penalty: 5214.519531
	Iteration 62Q: 3 clusters Score -4448738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -4448746.000000 Penalty: 5214.519531
	Iteration 63Q: 3 clusters Score -4448746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -4448747.000000 Penalty: 5214.519531
	Iteration 64Q: 3 clusters Score -4448747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -4448755.000000 Penalty: 5214.519531
	Iteration 65Q: 3 clusters Score -4448755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -4448758.500000 Penalty: 5214.519531
	Iteration 66Q: 3 clusters Score -4448758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -4448754.000000 Penalty: 5214.519531
	Iteration 67Q: 3 clusters Score -4448754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -4448747.500000 Penalty: 5214.519531
	Iteration 68Q: 3 clusters Score -4448748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -4448747.500000 Penalty: 5214.519531
	Iteration 69Q: 3 clusters Score -4448748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -4448748.000000 Penalty: 5214.519531
	Iteration 70Q: 3 clusters Score -4448748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -4448752.000000 Penalty: 5214.519531
	Iteration 71Q: 3 clusters Score -4448752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -4448745.500000 Penalty: 5214.519531
	Iteration 72Q: 3 clusters Score -4448746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -4448758.500000 Penalty: 5214.519531
	Iteration 73Q: 3 clusters Score -4448758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -4448755.000000 Penalty: 5214.519531
	Iteration 74Q: 3 clusters Score -4448755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -4448751.000000 Penalty: 5214.519531
	Iteration 75Q: 3 clusters Score -4448751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -4448764.500000 Penalty: 5214.519531
	Iteration 76Q: 3 clusters Score -4448764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -4448763.000000 Penalty: 5214.519531
	Iteration 77Q: 3 clusters Score -4448763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -4448763.500000 Penalty: 5214.519531
	Iteration 78Q: 3 clusters Score -4448764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -4448766.500000 Penalty: 5214.519531
	Iteration 79Q: 3 clusters Score -4448766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -4448767.000000 Penalty: 5214.519531
	Iteration 80F: 3 clusters Score -4448767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -4448766.000000 Penalty: 5214.519531
	Iteration 81Q: 3 clusters Score -4448766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -4448764.500000 Penalty: 5214.519531
	Iteration 82Q: 3 clusters Score -4448764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -4448760.500000 Penalty: 5214.519531
	Iteration 83Q: 3 clusters Score -4448760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -4448765.000000 Penalty: 5214.519531
	Iteration 84Q: 3 clusters Score -4448765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -4448763.500000 Penalty: 5214.519531
	Iteration 85Q: 3 clusters Score -4448764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -4448765.500000 Penalty: 5214.519531
	Iteration 86Q: 3 clusters Score -4448766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -4448765.500000 Penalty: 5214.519531
	Iteration 87F: 3 clusters Score -4448766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Entering Unmasked Estep 
Score: -1323183.125000 Penalty: 2306.263672
	Iteration 0F: 2 clusters Score -1323183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1314905.000000 Penalty: 4612.527344
	Iteration 0F: 3 clusters Score -1314905 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1317357.000000 Penalty: 4612.527344
	Iteration 1F: 3 clusters Score -1317357 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1317634.750000 Penalty: 4612.527344
	Iteration 2F: 3 clusters Score -1317635 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1317843.500000 Penalty: 4612.527344
	Iteration 3Q: 3 clusters Score -1317844 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1318002.875000 Penalty: 4612.527344
	Iteration 4Q: 3 clusters Score -1318003 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1318141.625000 Penalty: 4612.527344
	Iteration 5Q: 3 clusters Score -1318142 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1318300.375000 Penalty: 4612.527344
	Iteration 6Q: 3 clusters Score -1318300 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1318491.750000 Penalty: 4612.527344
	Iteration 7Q: 3 clusters Score -1318492 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1318711.500000 Penalty: 4612.527344
	Iteration 8Q: 3 clusters Score -1318712 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1318983.250000 Penalty: 4612.527344
	Iteration 9Q: 3 clusters Score -1318983 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1319313.500000 Penalty: 4612.527344
	Iteration 10Q: 3 clusters Score -1319314 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1319689.375000 Penalty: 4612.527344
	Iteration 11Q: 3 clusters Score -1319689 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1320079.250000 Penalty: 4612.527344
	Iteration 12Q: 3 clusters Score -1320079 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1320402.125000 Penalty: 4612.527344
	Iteration 13Q: 3 clusters Score -1320402 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1320674.875000 Penalty: 4612.527344
	Iteration 14Q: 3 clusters Score -1320675 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1320843.750000 Penalty: 4612.527344
	Iteration 15Q: 3 clusters Score -1320844 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1320937.375000 Penalty: 4612.527344
	Iteration 16Q: 3 clusters Score -1320937 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1320995.125000 Penalty: 4612.527344
	Iteration 17Q: 3 clusters Score -1320995 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1321037.875000 Penalty: 4612.527344
	Iteration 18Q: 3 clusters Score -1321038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1321070.875000 Penalty: 4612.527344
	Iteration 19Q: 3 clusters Score -1321071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1321094.750000 Penalty: 4612.527344
	Iteration 20F: 3 clusters Score -1321095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1321113.000000 Penalty: 4612.527344
	Iteration 21Q: 3 clusters Score -1321113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1321127.125000 Penalty: 4612.527344
	Iteration 22Q: 3 clusters Score -1321127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1321133.125000 Penalty: 4612.527344
	Iteration 23Q: 3 clusters Score -1321133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1321141.625000 Penalty: 4612.527344
	Iteration 24Q: 3 clusters Score -1321142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1321157.250000 Penalty: 4612.527344
	Iteration 25Q: 3 clusters Score -1321157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1321165.125000 Penalty: 4612.527344
	Iteration 26Q: 3 clusters Score -1321165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1321169.750000 Penalty: 4612.527344
	Iteration 27Q: 3 clusters Score -1321170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1321173.750000 Penalty: 4612.527344
	Iteration 28Q: 3 clusters Score -1321174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1321175.500000 Penalty: 4612.527344
	Iteration 29Q: 3 clusters Score -1321176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1321175.500000 Penalty: 4612.527344
	Iteration 30F: 3 clusters Score -1321176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Entering Unmasked Estep 
Score: -587081.187500 Penalty: 2104.914551
	Iteration 0F: 2 clusters Score -587081.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -582691.125000 Penalty: 4209.829102
	Iteration 0F: 3 clusters Score -582691.1 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -583728.625000 Penalty: 4209.829102
	Iteration 1F: 3 clusters Score -583728.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -583888.562500 Penalty: 4209.829102
	Iteration 2F: 3 clusters Score -583888.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -583996.187500 Penalty: 4209.829102
	Iteration 3Q: 3 clusters Score -583996.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -584078.812500 Penalty: 4209.829102
	Iteration 4Q: 3 clusters Score -584078.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -584152.562500 Penalty: 4209.829102
	Iteration 5Q: 3 clusters Score -584152.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -584222.437500 Penalty: 4209.829102
	Iteration 6Q: 3 clusters Score -584222.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -584301.375000 Penalty: 4209.829102
	Iteration 7Q: 3 clusters Score -584301.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -584387.125000 Penalty: 4209.829102
	Iteration 8Q: 3 clusters Score -584387.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -584519.250000 Penalty: 4209.829102
	Iteration 9Q: 3 clusters Score -584519.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -584711.625000 Penalty: 4209.829102
	Iteration 10Q: 3 clusters Score -584711.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -584953.500000 Penalty: 4209.829102
	Iteration 11Q: 3 clusters Score -584953.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -585211.750000 Penalty: 4209.829102
	Iteration 12F: 3 clusters Score -585211.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -585488.062500 Penalty: 4209.829102
	Iteration 13F: 3 clusters Score -585488.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -585776.687500 Penalty: 4209.829102
	Iteration 14F: 3 clusters Score -585776.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -585986.812500 Penalty: 4209.829102
	Iteration 15Q: 3 clusters Score -585986.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -586141.000000 Penalty: 4209.829102
	Iteration 16Q: 3 clusters Score -586141 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -586235.062500 Penalty: 4209.829102
	Iteration 17Q: 3 clusters Score -586235.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -586296.937500 Penalty: 4209.829102
	Iteration 18Q: 3 clusters Score -586296.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -586336.312500 Penalty: 4209.829102
	Iteration 19Q: 3 clusters Score -586336.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -586365.437500 Penalty: 4209.829102
	Iteration 20F: 3 clusters Score -586365.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -586394.187500 Penalty: 4209.829102
	Iteration 21Q: 3 clusters Score -586394.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -586428.875000 Penalty: 4209.829102
	Iteration 22Q: 3 clusters Score -586428.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -586447.375000 Penalty: 4209.829102
	Iteration 23Q: 3 clusters Score -586447.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -586462.000000 Penalty: 4209.829102
	Iteration 24Q: 3 clusters Score -586462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -586470.687500 Penalty: 4209.829102
	Iteration 25Q: 3 clusters Score -586470.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -586474.312500 Penalty: 4209.829102
	Iteration 26Q: 3 clusters Score -586474.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -586475.687500 Penalty: 4209.829102
	Iteration 27Q: 3 clusters Score -586475.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -586476.187500 Penalty: 4209.829102
	Iteration 28Q: 3 clusters Score -586476.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -586476.937500 Penalty: 4209.829102
	Iteration 29Q: 3 clusters Score -586476.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -586478.187500 Penalty: 4209.829102
	Iteration 30Q: 3 clusters Score -586478.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -586479.000000 Penalty: 4209.829102
	Iteration 31Q: 3 clusters Score -586479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -586480.187500 Penalty: 4209.829102
	Iteration 32Q: 3 clusters Score -586480.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -586480.187500 Penalty: 4209.829102
	Iteration 33F: 3 clusters Score -586480.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -67614.031250 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -67614.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66033.007812 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -66033.01 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -66430.695312 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -66430.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -66680.109375 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -66680.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -66833.335938 Penalty: 3232.031738
	Iteration 3Q: 3 clusters Score -66833.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -66912.960938 Penalty: 3232.031738
	Iteration 4F: 3 clusters Score -66912.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -66951.203125 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -66951.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66976.304688 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -66976.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66981.992188 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -66981.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67000.601562 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -67000.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67003.796875 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -67003.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67005.843750 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -67005.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67005.843750 Penalty: 3232.031738
	Iteration 11F: 3 clusters Score -67005.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Entering Unmasked Estep 
Score: -194902.671875 Penalty: 1836.412109
	Iteration 0F: 2 clusters Score -194902.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -192466.281250 Penalty: 3672.824219
	Iteration 0F: 3 clusters Score -192466.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -192833.531250 Penalty: 3672.824219
	Iteration 1F: 3 clusters Score -192833.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -192941.156250 Penalty: 3672.824219
	Iteration 2F: 3 clusters Score -192941.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -193000.515625 Penalty: 3672.824219
	Iteration 3Q: 3 clusters Score -193000.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -193042.781250 Penalty: 3672.824219
	Iteration 4Q: 3 clusters Score -193042.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -193065.125000 Penalty: 3672.824219
	Iteration 5Q: 3 clusters Score -193065.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -193078.671875 Penalty: 3672.824219
	Iteration 6Q: 3 clusters Score -193078.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -193084.296875 Penalty: 3672.824219
	Iteration 7Q: 3 clusters Score -193084.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -193087.578125 Penalty: 3672.824219
	Iteration 8Q: 3 clusters Score -193087.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -193090.046875 Penalty: 3672.824219
	Iteration 9Q: 3 clusters Score -193090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -193091.015625 Penalty: 3672.824219
	Iteration 10Q: 3 clusters Score -193091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -193091.015625 Penalty: 3672.824219
	Iteration 11F: 3 clusters Score -193091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Entering Unmasked Estep 
Score: -5361540.000000 Penalty: 2653.723877
	Iteration 0F: 2 clusters Score -5361540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -5331553.000000 Penalty: 5307.447754
	Iteration 0F: 3 clusters Score -5331553 nChanged 20393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -5342836.500000 Penalty: 5307.447754
	Iteration 1F: 3 clusters Score -5342836 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -5343417.500000 Penalty: 5307.447754
	Iteration 2Q: 3 clusters Score -5343418 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -5343929.000000 Penalty: 5307.447754
	Iteration 3Q: 3 clusters Score -5343929 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -5344479.000000 Penalty: 5307.447754
	Iteration 4Q: 3 clusters Score -5344479 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -5345092.500000 Penalty: 5307.447754
	Iteration 5Q: 3 clusters Score -5345092 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -5345950.500000 Penalty: 5307.447754
	Iteration 6Q: 3 clusters Score -5345950 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -5347107.500000 Penalty: 5307.447754
	Iteration 7Q: 3 clusters Score -5347108 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -5348704.500000 Penalty: 5307.447754
	Iteration 8F: 3 clusters Score -5348704 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -5350603.000000 Penalty: 5307.447754
	Iteration 9F: 3 clusters Score -5350603 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -5352190.000000 Penalty: 5307.447754
	Iteration 10F: 3 clusters Score -5352190 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -5353119.000000 Penalty: 5307.447754
	Iteration 11Q: 3 clusters Score -5353119 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -5353503.000000 Penalty: 5307.447754
	Iteration 12Q: 3 clusters Score -5353503 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -5353747.000000 Penalty: 5307.447754
	Iteration 13Q: 3 clusters Score -5353747 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -5353937.500000 Penalty: 5307.447754
	Iteration 14Q: 3 clusters Score -5353938 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -5354091.500000 Penalty: 5307.447754
	Iteration 15Q: 3 clusters Score -5354092 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -5354277.500000 Penalty: 5307.447754
	Iteration 16Q: 3 clusters Score -5354278 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -5354438.000000 Penalty: 5307.447754
	Iteration 17Q: 3 clusters Score -5354438 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -5354621.000000 Penalty: 5307.447754
	Iteration 18Q: 3 clusters Score -5354621 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -5354738.000000 Penalty: 5307.447754
	Iteration 19Q: 3 clusters Score -5354738 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -5354853.500000 Penalty: 5307.447754
	Iteration 20F: 3 clusters Score -5354854 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -5354941.000000 Penalty: 5307.447754
	Iteration 21Q: 3 clusters Score -5354941 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -5355019.500000 Penalty: 5307.447754
	Iteration 22Q: 3 clusters Score -5355020 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -5355103.500000 Penalty: 5307.447754
	Iteration 23Q: 3 clusters Score -5355104 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -5355203.000000 Penalty: 5307.447754
	Iteration 24Q: 3 clusters Score -5355203 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -5355285.000000 Penalty: 5307.447754
	Iteration 25Q: 3 clusters Score -5355285 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -5355355.500000 Penalty: 5307.447754
	Iteration 26Q: 3 clusters Score -5355356 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -5355436.500000 Penalty: 5307.447754
	Iteration 27Q: 3 clusters Score -5355436 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -5355483.500000 Penalty: 5307.447754
	Iteration 28Q: 3 clusters Score -5355484 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -5355522.500000 Penalty: 5307.447754
	Iteration 29Q: 3 clusters Score -5355522 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -5355584.500000 Penalty: 5307.447754
	Iteration 30Q: 3 clusters Score -5355584 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -5355620.000000 Penalty: 5307.447754
	Iteration 31Q: 3 clusters Score -5355620 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -5355657.500000 Penalty: 5307.447754
	Iteration 32Q: 3 clusters Score -5355658 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -5355679.000000 Penalty: 5307.447754
	Iteration 33Q: 3 clusters Score -5355679 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -5355679.500000 Penalty: 5307.447754
	Iteration 34Q: 3 clusters Score -5355680 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -5355688.500000 Penalty: 5307.447754
	Iteration 35Q: 3 clusters Score -5355688 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -5355709.500000 Penalty: 5307.447754
	Iteration 36Q: 3 clusters Score -5355710 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -5355721.500000 Penalty: 5307.447754
	Iteration 37Q: 3 clusters Score -5355722 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -5355744.500000 Penalty: 5307.447754
	Iteration 38Q: 3 clusters Score -5355744 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -5355762.000000 Penalty: 5307.447754
	Iteration 39Q: 3 clusters Score -5355762 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -5355749.000000 Penalty: 5307.447754
	Iteration 40F: 3 clusters Score -5355749 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -5355765.500000 Penalty: 5307.447754
	Iteration 41Q: 3 clusters Score -5355766 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -5355784.500000 Penalty: 5307.447754
	Iteration 42Q: 3 clusters Score -5355784 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -5355799.500000 Penalty: 5307.447754
	Iteration 43Q: 3 clusters Score -5355800 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -5355790.500000 Penalty: 5307.447754
	Iteration 44Q: 3 clusters Score -5355790 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -5355811.000000 Penalty: 5307.447754
	Iteration 45Q: 3 clusters Score -5355811 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -5355820.000000 Penalty: 5307.447754
	Iteration 46Q: 3 clusters Score -5355820 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -5355842.000000 Penalty: 5307.447754
	Iteration 47Q: 3 clusters Score -5355842 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -5355832.500000 Penalty: 5307.447754
	Iteration 48Q: 3 clusters Score -5355832 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -5355853.500000 Penalty: 5307.447754
	Iteration 49Q: 3 clusters Score -5355854 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -5355857.000000 Penalty: 5307.447754
	Iteration 50Q: 3 clusters Score -5355857 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -5355874.500000 Penalty: 5307.447754
	Iteration 51Q: 3 clusters Score -5355874 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -5355881.000000 Penalty: 5307.447754
	Iteration 52Q: 3 clusters Score -5355881 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -5355887.500000 Penalty: 5307.447754
	Iteration 53Q: 3 clusters Score -5355888 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -5355878.500000 Penalty: 5307.447754
	Iteration 54Q: 3 clusters Score -5355878 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -5355888.000000 Penalty: 5307.447754
	Iteration 55Q: 3 clusters Score -5355888 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -5355896.500000 Penalty: 5307.447754
	Iteration 56Q: 3 clusters Score -5355896 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -5355902.000000 Penalty: 5307.447754
	Iteration 57Q: 3 clusters Score -5355902 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -5355902.500000 Penalty: 5307.447754
	Iteration 58Q: 3 clusters Score -5355902 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -5355920.500000 Penalty: 5307.447754
	Iteration 59Q: 3 clusters Score -5355920 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -5355927.000000 Penalty: 5307.447754
	Iteration 60F: 3 clusters Score -5355927 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -5355926.500000 Penalty: 5307.447754
	Iteration 61Q: 3 clusters Score -5355926 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -5355931.500000 Penalty: 5307.447754
	Iteration 62Q: 3 clusters Score -5355932 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -5355936.000000 Penalty: 5307.447754
	Iteration 63Q: 3 clusters Score -5355936 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -5355941.000000 Penalty: 5307.447754
	Iteration 64Q: 3 clusters Score -5355941 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -5355955.000000 Penalty: 5307.447754
	Iteration 65Q: 3 clusters Score -5355955 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -5355968.500000 Penalty: 5307.447754
	Iteration 66Q: 3 clusters Score -5355968 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -5355966.500000 Penalty: 5307.447754
	Iteration 67Q: 3 clusters Score -5355966 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -5355973.500000 Penalty: 5307.447754
	Iteration 68Q: 3 clusters Score -5355974 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -5355984.500000 Penalty: 5307.447754
	Iteration 69Q: 3 clusters Score -5355984 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -5355997.500000 Penalty: 5307.447754
	Iteration 70Q: 3 clusters Score -5355998 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -5356010.500000 Penalty: 5307.447754
	Iteration 71Q: 3 clusters Score -5356010 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -5356016.000000 Penalty: 5307.447754
	Iteration 72Q: 3 clusters Score -5356016 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -5356025.000000 Penalty: 5307.447754
	Iteration 73Q: 3 clusters Score -5356025 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -5356039.500000 Penalty: 5307.447754
	Iteration 74Q: 3 clusters Score -5356040 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -5356045.000000 Penalty: 5307.447754
	Iteration 75Q: 3 clusters Score -5356045 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -5356062.500000 Penalty: 5307.447754
	Iteration 76Q: 3 clusters Score -5356062 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -5356068.000000 Penalty: 5307.447754
	Iteration 77Q: 3 clusters Score -5356068 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -5356083.500000 Penalty: 5307.447754
	Iteration 78Q: 3 clusters Score -5356084 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -5356103.500000 Penalty: 5307.447754
	Iteration 79Q: 3 clusters Score -5356104 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -5356104.500000 Penalty: 5307.447754
	Iteration 80F: 3 clusters Score -5356104 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -5356121.500000 Penalty: 5307.447754
	Iteration 81Q: 3 clusters Score -5356122 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -5356131.500000 Penalty: 5307.447754
	Iteration 82Q: 3 clusters Score -5356132 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -5356157.000000 Penalty: 5307.447754
	Iteration 83Q: 3 clusters Score -5356157 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -5356177.000000 Penalty: 5307.447754
	Iteration 84Q: 3 clusters Score -5356177 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -5356173.500000 Penalty: 5307.447754
	Iteration 85Q: 3 clusters Score -5356174 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -5356181.500000 Penalty: 5307.447754
	Iteration 86Q: 3 clusters Score -5356182 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -5356220.000000 Penalty: 5307.447754
	Iteration 87Q: 3 clusters Score -5356220 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -5356243.000000 Penalty: 5307.447754
	Iteration 88Q: 3 clusters Score -5356243 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -5356265.000000 Penalty: 5307.447754
	Iteration 89Q: 3 clusters Score -5356265 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -5356278.500000 Penalty: 5307.447754
	Iteration 90Q: 3 clusters Score -5356278 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -5356308.500000 Penalty: 5307.447754
	Iteration 91Q: 3 clusters Score -5356308 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -5356342.500000 Penalty: 5307.447754
	Iteration 92Q: 3 clusters Score -5356342 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -5356365.000000 Penalty: 5307.447754
	Iteration 93Q: 3 clusters Score -5356365 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -5356413.000000 Penalty: 5307.447754
	Iteration 94Q: 3 clusters Score -5356413 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -5356458.500000 Penalty: 5307.447754
	Iteration 95Q: 3 clusters Score -5356458 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -5356492.500000 Penalty: 5307.447754
	Iteration 96Q: 3 clusters Score -5356492 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -5356532.000000 Penalty: 5307.447754
	Iteration 97Q: 3 clusters Score -5356532 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -5356574.000000 Penalty: 5307.447754
	Iteration 98Q: 3 clusters Score -5356574 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -5356607.500000 Penalty: 5307.447754
	Iteration 99Q: 3 clusters Score -5356608 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -5356665.500000 Penalty: 5307.447754
	Iteration 100F: 3 clusters Score -5356666 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -5356699.500000 Penalty: 5307.447754
	Iteration 101Q: 3 clusters Score -5356700 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -5356748.500000 Penalty: 5307.447754
	Iteration 102Q: 3 clusters Score -5356748 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -5356793.000000 Penalty: 5307.447754
	Iteration 103Q: 3 clusters Score -5356793 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -5356819.500000 Penalty: 5307.447754
	Iteration 104Q: 3 clusters Score -5356820 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -5356840.000000 Penalty: 5307.447754
	Iteration 105Q: 3 clusters Score -5356840 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -5356882.500000 Penalty: 5307.447754
	Iteration 106Q: 3 clusters Score -5356882 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -5356915.500000 Penalty: 5307.447754
	Iteration 107Q: 3 clusters Score -5356916 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -5356972.500000 Penalty: 5307.447754
	Iteration 108Q: 3 clusters Score -5356972 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -5357010.500000 Penalty: 5307.447754
	Iteration 109Q: 3 clusters Score -5357010 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -5357040.500000 Penalty: 5307.447754
	Iteration 110Q: 3 clusters Score -5357040 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -5357082.000000 Penalty: 5307.447754
	Iteration 111Q: 3 clusters Score -5357082 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -5357117.000000 Penalty: 5307.447754
	Iteration 112Q: 3 clusters Score -5357117 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -5357180.500000 Penalty: 5307.447754
	Iteration 113Q: 3 clusters Score -5357180 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -5357201.500000 Penalty: 5307.447754
	Iteration 114Q: 3 clusters Score -5357202 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -5357248.000000 Penalty: 5307.447754
	Iteration 115Q: 3 clusters Score -5357248 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -5357300.000000 Penalty: 5307.447754
	Iteration 116Q: 3 clusters Score -5357300 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -5357373.500000 Penalty: 5307.447754
	Iteration 117Q: 3 clusters Score -5357374 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -5357458.500000 Penalty: 5307.447754
	Iteration 118Q: 3 clusters Score -5357458 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -5357511.000000 Penalty: 5307.447754
	Iteration 119Q: 3 clusters Score -5357511 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -5357593.000000 Penalty: 5307.447754
	Iteration 120F: 3 clusters Score -5357593 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -5357666.500000 Penalty: 5307.447754
	Iteration 121Q: 3 clusters Score -5357666 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -5357724.000000 Penalty: 5307.447754
	Iteration 122Q: 3 clusters Score -5357724 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -5357817.500000 Penalty: 5307.447754
	Iteration 123Q: 3 clusters Score -5357818 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -5357880.000000 Penalty: 5307.447754
	Iteration 124Q: 3 clusters Score -5357880 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -5357990.000000 Penalty: 5307.447754
	Iteration 125Q: 3 clusters Score -5357990 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -5358040.000000 Penalty: 5307.447754
	Iteration 126Q: 3 clusters Score -5358040 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -5358114.000000 Penalty: 5307.447754
	Iteration 127Q: 3 clusters Score -5358114 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -5358190.500000 Penalty: 5307.447754
	Iteration 128Q: 3 clusters Score -5358190 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -5358268.000000 Penalty: 5307.447754
	Iteration 129Q: 3 clusters Score -5358268 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -5358342.500000 Penalty: 5307.447754
	Iteration 130Q: 3 clusters Score -5358342 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -5358397.000000 Penalty: 5307.447754
	Iteration 131Q: 3 clusters Score -5358397 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -5358472.000000 Penalty: 5307.447754
	Iteration 132Q: 3 clusters Score -5358472 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -5358559.500000 Penalty: 5307.447754
	Iteration 133Q: 3 clusters Score -5358560 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -5358635.000000 Penalty: 5307.447754
	Iteration 134Q: 3 clusters Score -5358635 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -5358674.500000 Penalty: 5307.447754
	Iteration 135Q: 3 clusters Score -5358674 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -5358729.000000 Penalty: 5307.447754
	Iteration 136Q: 3 clusters Score -5358729 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -5358761.000000 Penalty: 5307.447754
	Iteration 137Q: 3 clusters Score -5358761 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -5358796.000000 Penalty: 5307.447754
	Iteration 138Q: 3 clusters Score -5358796 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -5358835.000000 Penalty: 5307.447754
	Iteration 139Q: 3 clusters Score -5358835 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -5358863.000000 Penalty: 5307.447754
	Iteration 140F: 3 clusters Score -5358863 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -5358896.500000 Penalty: 5307.447754
	Iteration 141Q: 3 clusters Score -5358896 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -5358924.500000 Penalty: 5307.447754
	Iteration 142Q: 3 clusters Score -5358924 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -5358940.000000 Penalty: 5307.447754
	Iteration 143Q: 3 clusters Score -5358940 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -5358954.500000 Penalty: 5307.447754
	Iteration 144Q: 3 clusters Score -5358954 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -5358959.500000 Penalty: 5307.447754
	Iteration 145Q: 3 clusters Score -5358960 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -5358961.500000 Penalty: 5307.447754
	Iteration 146Q: 3 clusters Score -5358962 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5358963 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -5358982.000000 Penalty: 5307.447754
	Iteration 148Q: 3 clusters Score -5358982 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -5359009.000000 Penalty: 5307.447754
	Iteration 149Q: 3 clusters Score -5359009 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -5359017.500000 Penalty: 5307.447754
	Iteration 150Q: 3 clusters Score -5359018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -5359038.500000 Penalty: 5307.447754
	Iteration 151Q: 3 clusters Score -5359038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -5359064.500000 Penalty: 5307.447754
	Iteration 152Q: 3 clusters Score -5359064 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -5359078.500000 Penalty: 5307.447754
	Iteration 153Q: 3 clusters Score -5359078 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -5359088.500000 Penalty: 5307.447754
	Iteration 154Q: 3 clusters Score -5359088 nChanged 40
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Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -5359111.500000 Penalty: 5307.447754
	Iteration 155Q: 3 clusters Score -5359112 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -5359116.500000 Penalty: 5307.447754
	Iteration 156Q: 3 clusters Score -5359116 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -5359126.500000 Penalty: 5307.447754
	Iteration 157Q: 3 clusters Score -5359126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -5359120.500000 Penalty: 5307.447754
	Iteration 158Q: 3 clusters Score -5359120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -5359122.000000 Penalty: 5307.447754
	Iteration 159Q: 3 clusters Score -5359122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -5359120.500000 Penalty: 5307.447754
	Iteration 160F: 3 clusters Score -5359120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -5359124.500000 Penalty: 5307.447754
	Iteration 161Q: 3 clusters Score -5359124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -5359123.000000 Penalty: 5307.447754
	Iteration 162Q: 3 clusters Score -5359123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -5359120.500000 Penalty: 5307.447754
	Iteration 163Q: 3 clusters Score -5359120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5359123 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -5359126.000000 Penalty: 5307.447754
	Iteration 165Q: 3 clusters Score -5359126 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -5359129.000000 Penalty: 5307.447754
	Iteration 166Q: 3 clusters Score -5359129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5359126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -5359117.500000 Penalty: 5307.447754
	Iteration 168Q: 3 clusters Score -5359118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -5359120.500000 Penalty: 5307.447754
	Iteration 169Q: 3 clusters Score -5359120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -5359128.500000 Penalty: 5307.447754
	Iteration 170Q: 3 clusters Score -5359128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5359128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -5359134.500000 Penalty: 5307.447754
	Iteration 172Q: 3 clusters Score -5359134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -5359130.500000 Penalty: 5307.447754
	Iteration 173Q: 3 clusters Score -5359130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -5359141.000000 Penalty: 5307.447754
	Iteration 174Q: 3 clusters Score -5359141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -5359135.500000 Penalty: 5307.447754
	Iteration 175Q: 3 clusters Score -5359136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -5359135.000000 Penalty: 5307.447754
	Iteration 176Q: 3 clusters Score -5359135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -5359134.000000 Penalty: 5307.447754
	Iteration 177Q: 3 clusters Score -5359134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -5359143.000000 Penalty: 5307.447754
	Iteration 178Q: 3 clusters Score -5359143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -5359146.500000 Penalty: 5307.447754
	Iteration 179Q: 3 clusters Score -5359146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -5359147.000000 Penalty: 5307.447754
	Iteration 180F: 3 clusters Score -5359147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -5359153.500000 Penalty: 5307.447754
	Iteration 181Q: 3 clusters Score -5359154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -5359153.500000 Penalty: 5307.447754
	Iteration 182Q: 3 clusters Score -5359154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -5359158.500000 Penalty: 5307.447754
	Iteration 183Q: 3 clusters Score -5359158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -5359161.500000 Penalty: 5307.447754
	Iteration 184Q: 3 clusters Score -5359162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -5359163.500000 Penalty: 5307.447754
	Iteration 185Q: 3 clusters Score -5359164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -5359168.000000 Penalty: 5307.447754
	Iteration 186Q: 3 clusters Score -5359168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -5359174.500000 Penalty: 5307.447754
	Iteration 187Q: 3 clusters Score -5359174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -5359178.000000 Penalty: 5307.447754
	Iteration 188Q: 3 clusters Score -5359178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -5359175.000000 Penalty: 5307.447754
	Iteration 189Q: 3 clusters Score -5359175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -5359170.500000 Penalty: 5307.447754
	Iteration 190Q: 3 clusters Score -5359170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -5359171.500000 Penalty: 5307.447754
	Iteration 191Q: 3 clusters Score -5359172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -5359172.000000 Penalty: 5307.447754
	Iteration 192Q: 3 clusters Score -5359172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -5359172.000000 Penalty: 5307.447754
	Iteration 193Q: 3 clusters Score -5359172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -5359174.500000 Penalty: 5307.447754
	Iteration 194Q: 3 clusters Score -5359174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -5359174.500000 Penalty: 5307.447754
	Iteration 195Q: 3 clusters Score -5359174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -5359174.500000 Penalty: 5307.447754
	Iteration 196F: 3 clusters Score -5359174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Entering Unmasked Estep 
Score: -704156.875000 Penalty: 2169.225098
	Iteration 0F: 2 clusters Score -704156.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -698892.437500 Penalty: 4338.450195
	Iteration 0F: 3 clusters Score -698892.4 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -700625.000000 Penalty: 4338.450195
	Iteration 1F: 3 clusters Score -700625 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -701177.687500 Penalty: 4338.450195
	Iteration 2F: 3 clusters Score -701177.7 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -701615.937500 Penalty: 4338.450195
	Iteration 3F: 3 clusters Score -701615.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -701959.000000 Penalty: 4338.450195
	Iteration 4F: 3 clusters Score -701959 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -702243.062500 Penalty: 4338.450195
	Iteration 5F: 3 clusters Score -702243.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -702515.375000 Penalty: 4338.450195
	Iteration 6Q: 3 clusters Score -702515.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -702760.437500 Penalty: 4338.450195
	Iteration 7Q: 3 clusters Score -702760.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -703003.375000 Penalty: 4338.450195
	Iteration 8Q: 3 clusters Score -703003.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -703247.187500 Penalty: 4338.450195
	Iteration 9Q: 3 clusters Score -703247.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -703409.875000 Penalty: 4338.450195
	Iteration 10Q: 3 clusters Score -703409.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -703541.812500 Penalty: 4338.450195
	Iteration 11Q: 3 clusters Score -703541.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -703707.125000 Penalty: 4338.450195
	Iteration 12Q: 3 clusters Score -703707.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -703829.062500 Penalty: 4338.450195
	Iteration 13Q: 3 clusters Score -703829.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -703907.750000 Penalty: 4338.450195
	Iteration 14Q: 3 clusters Score -703907.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -703970.562500 Penalty: 4338.450195
	Iteration 15Q: 3 clusters Score -703970.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -704008.625000 Penalty: 4338.450195
	Iteration 16Q: 3 clusters Score -704008.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -704032.062500 Penalty: 4338.450195
	Iteration 17Q: 3 clusters Score -704032.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -704045.750000 Penalty: 4338.450195
	Iteration 18Q: 3 clusters Score -704045.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -704053.125000 Penalty: 4338.450195
	Iteration 19Q: 3 clusters Score -704053.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -704055.125000 Penalty: 4338.450195
	Iteration 20F: 3 clusters Score -704055.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -704055.375000 Penalty: 4338.450195
	Iteration 21Q: 3 clusters Score -704055.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -704055.375000 Penalty: 4338.450195
	Iteration 22F: 3 clusters Score -704055.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Entering Unmasked Estep 
Score: -509226.312500 Penalty: 2083.196289
	Iteration 0F: 2 clusters Score -509226.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -505051.906250 Penalty: 4166.392578
	Iteration 0F: 3 clusters Score -505051.9 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -506093.062500 Penalty: 4166.392578
	Iteration 1F: 3 clusters Score -506093.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -506413.468750 Penalty: 4166.392578
	Iteration 2F: 3 clusters Score -506413.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -506650.375000 Penalty: 4166.392578
	Iteration 3F: 3 clusters Score -506650.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -506863.875000 Penalty: 4166.392578
	Iteration 4F: 3 clusters Score -506863.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -507077.656250 Penalty: 4166.392578
	Iteration 5F: 3 clusters Score -507077.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -507261.656250 Penalty: 4166.392578
	Iteration 6F: 3 clusters Score -507261.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -507427.031250 Penalty: 4166.392578
	Iteration 7Q: 3 clusters Score -507427 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -507558.375000 Penalty: 4166.392578
	Iteration 8Q: 3 clusters Score -507558.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -507651.406250 Penalty: 4166.392578
	Iteration 9Q: 3 clusters Score -507651.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -507724.968750 Penalty: 4166.392578
	Iteration 10Q: 3 clusters Score -507725 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -507775.281250 Penalty: 4166.392578
	Iteration 11Q: 3 clusters Score -507775.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -507815.625000 Penalty: 4166.392578
	Iteration 12Q: 3 clusters Score -507815.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -507845.812500 Penalty: 4166.392578
	Iteration 13Q: 3 clusters Score -507845.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -507878.656250 Penalty: 4166.392578
	Iteration 14Q: 3 clusters Score -507878.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -507906.875000 Penalty: 4166.392578
	Iteration 15Q: 3 clusters Score -507906.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -507921.156250 Penalty: 4166.392578
	Iteration 16Q: 3 clusters Score -507921.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -507931.625000 Penalty: 4166.392578
	Iteration 17Q: 3 clusters Score -507931.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -507946.656250 Penalty: 4166.392578
	Iteration 18Q: 3 clusters Score -507946.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -507959.281250 Penalty: 4166.392578
	Iteration 19Q: 3 clusters Score -507959.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -507971.343750 Penalty: 4166.392578
	Iteration 20F: 3 clusters Score -507971.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -507982.562500 Penalty: 4166.392578
	Iteration 21Q: 3 clusters Score -507982.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -507994.531250 Penalty: 4166.392578
	Iteration 22Q: 3 clusters Score -507994.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -508004.781250 Penalty: 4166.392578
	Iteration 23Q: 3 clusters Score -508004.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -508011.875000 Penalty: 4166.392578
	Iteration 24Q: 3 clusters Score -508011.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -508015.281250 Penalty: 4166.392578
	Iteration 25Q: 3 clusters Score -508015.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -508016.937500 Penalty: 4166.392578
	Iteration 26Q: 3 clusters Score -508016.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -508017.343750 Penalty: 4166.392578
	Iteration 27Q: 3 clusters Score -508017.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -508017.343750 Penalty: 4166.392578
	Iteration 28F: 3 clusters Score -508017.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51995 members 
Entering Unmasked Estep 
Score: -6078056.500000 Penalty: 2693.007812
	Iteration 0F: 2 clusters Score -6078056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -6042998.500000 Penalty: 5386.015625
	Iteration 0F: 3 clusters Score -6042998 nChanged 24025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -6056163.500000 Penalty: 5386.015625
	Iteration 1F: 3 clusters Score -6056164 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -6056591.500000 Penalty: 5386.015625
	Iteration 2Q: 3 clusters Score -6056592 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -6057040.000000 Penalty: 5386.015625
	Iteration 3Q: 3 clusters Score -6057040 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -6057492.000000 Penalty: 5386.015625
	Iteration 4Q: 3 clusters Score -6057492 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -6058025.500000 Penalty: 5386.015625
	Iteration 5Q: 3 clusters Score -6058026 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -6058743.000000 Penalty: 5386.015625
	Iteration 6Q: 3 clusters Score -6058743 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -6059888.500000 Penalty: 5386.015625
	Iteration 7Q: 3 clusters Score -6059888 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -6061662.500000 Penalty: 5386.015625
	Iteration 8F: 3 clusters Score -6061662 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -6064234.500000 Penalty: 5386.015625
	Iteration 9F: 3 clusters Score -6064234 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -6067471.000000 Penalty: 5386.015625
	Iteration 10F: 3 clusters Score -6067471 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -6070518.500000 Penalty: 5386.015625
	Iteration 11F: 3 clusters Score -6070518 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -6072940.500000 Penalty: 5386.015625
	Iteration 12Q: 3 clusters Score -6072940 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -6074432.000000 Penalty: 5386.015625
	Iteration 13Q: 3 clusters Score -6074432 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6075129.000000 Penalty: 5386.015625
	Iteration 14Q: 3 clusters Score -6075129 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51498 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6075381.000000 Penalty: 5386.015625
	Iteration 15Q: 3 clusters Score -6075381 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51617 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6075521.500000 Penalty: 5386.015625
	Iteration 16Q: 3 clusters Score -6075522 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6075614.000000 Penalty: 5386.015625
	Iteration 17Q: 3 clusters Score -6075614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51703 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6075640.500000 Penalty: 5386.015625
	Iteration 18Q: 3 clusters Score -6075640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6075658.500000 Penalty: 5386.015625
	Iteration 19Q: 3 clusters Score -6075658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6075674.500000 Penalty: 5386.015625
	Iteration 20F: 3 clusters Score -6075674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6075701.000000 Penalty: 5386.015625
	Iteration 21Q: 3 clusters Score -6075701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6075719.500000 Penalty: 5386.015625
	Iteration 22Q: 3 clusters Score -6075720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6075726.500000 Penalty: 5386.015625
	Iteration 23Q: 3 clusters Score -6075726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51757 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6075732.000000 Penalty: 5386.015625
	Iteration 24Q: 3 clusters Score -6075732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51759 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6075738.500000 Penalty: 5386.015625
	Iteration 25Q: 3 clusters Score -6075738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51760 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6075737.000000 Penalty: 5386.015625
	Iteration 26Q: 3 clusters Score -6075737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51760 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6075737.000000 Penalty: 5386.015625
	Iteration 27F: 3 clusters Score -6075737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Entering Unmasked Estep 
Score: -1822464.750000 Penalty: 2387.808594
	Iteration 0F: 2 clusters Score -1822465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1811469.250000 Penalty: 4775.617188
	Iteration 0F: 3 clusters Score -1811469 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1814917.625000 Penalty: 4775.617188
	Iteration 1F: 3 clusters Score -1814918 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1815330.375000 Penalty: 4775.617188
	Iteration 2F: 3 clusters Score -1815330 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1815671.250000 Penalty: 4775.617188
	Iteration 3F: 3 clusters Score -1815671 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1816033.250000 Penalty: 4775.617188
	Iteration 4Q: 3 clusters Score -1816033 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1816503.500000 Penalty: 4775.617188
	Iteration 5F: 3 clusters Score -1816504 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1817101.000000 Penalty: 4775.617188
	Iteration 6F: 3 clusters Score -1817101 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1817846.250000 Penalty: 4775.617188
	Iteration 7F: 3 clusters Score -1817846 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1818649.125000 Penalty: 4775.617188
	Iteration 8F: 3 clusters Score -1818649 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1819381.500000 Penalty: 4775.617188
	Iteration 9F: 3 clusters Score -1819382 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1819966.000000 Penalty: 4775.617188
	Iteration 10Q: 3 clusters Score -1819966 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1820386.875000 Penalty: 4775.617188
	Iteration 11Q: 3 clusters Score -1820387 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1820683.375000 Penalty: 4775.617188
	Iteration 12Q: 3 clusters Score -1820683 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1820845.750000 Penalty: 4775.617188
	Iteration 13Q: 3 clusters Score -1820846 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1820932.250000 Penalty: 4775.617188
	Iteration 14Q: 3 clusters Score -1820932 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1820972.875000 Penalty: 4775.617188
	Iteration 15Q: 3 clusters Score -1820973 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1821016.875000 Penalty: 4775.617188
	Iteration 16Q: 3 clusters Score -1821017 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1821038.375000 Penalty: 4775.617188
	Iteration 17Q: 3 clusters Score -1821038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1821053.750000 Penalty: 4775.617188
	Iteration 18Q: 3 clusters Score -1821054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1821070.125000 Penalty: 4775.617188
	Iteration 19Q: 3 clusters Score -1821070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1821076.750000 Penalty: 4775.617188
	Iteration 20F: 3 clusters Score -1821077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1821081.250000 Penalty: 4775.617188
	Iteration 21Q: 3 clusters Score -1821081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1821083.000000 Penalty: 4775.617188
	Iteration 22Q: 3 clusters Score -1821083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1821087.500000 Penalty: 4775.617188
	Iteration 23Q: 3 clusters Score -1821088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1821091.875000 Penalty: 4775.617188
	Iteration 24Q: 3 clusters Score -1821092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1821086.375000 Penalty: 4775.617188
	Iteration 25Q: 3 clusters Score -1821086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1821087.375000 Penalty: 4775.617188
	Iteration 26Q: 3 clusters Score -1821087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1821087.375000 Penalty: 4775.617188
	Iteration 27F: 3 clusters Score -1821087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (172156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172156 members 
Entering Unmasked Estep 
Score: -20477596.000000 Penalty: 2989.926758
	Iteration 0F: 2 clusters Score -2.04776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 85953 members 
Entering Unmasked Estep 
Score: -20365864.000000 Penalty: 5979.853516
	Iteration 0F: 3 clusters Score -2.036586e+07 nChanged 82488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88199 members 
Mstep: Class 2 contains 83957 members 
Entering Unmasked Estep 
Score: -20415740.000000 Penalty: 5979.853516
	Iteration 1F: 3 clusters Score -2.041574e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89930 members 
Mstep: Class 2 contains 82226 members 
Entering Unmasked Estep 
Score: -20419036.000000 Penalty: 5979.853516
	Iteration 2Q: 3 clusters Score -2.041904e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92975 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
Score: -20424210.000000 Penalty: 5979.853516
	Iteration 3F: 3 clusters Score -2.042421e+07 nChanged 11339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97992 members 
Mstep: Class 2 contains 74164 members 
Entering Unmasked Estep 
Score: -20432116.000000 Penalty: 5979.853516
	Iteration 4F: 3 clusters Score -2.043212e+07 nChanged 13089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104563 members 
Mstep: Class 2 contains 67593 members 
Entering Unmasked Estep 
Score: -20443038.000000 Penalty: 5979.853516
	Iteration 5F: 3 clusters Score -2.044304e+07 nChanged 13120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111551 members 
Mstep: Class 2 contains 60605 members 
Entering Unmasked Estep 
Score: -20453744.000000 Penalty: 5979.853516
	Iteration 6F: 3 clusters Score -2.045374e+07 nChanged 10389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117312 members 
Mstep: Class 2 contains 54844 members 
Entering Unmasked Estep 
Score: -20460780.000000 Penalty: 5979.853516
	Iteration 7F: 3 clusters Score -2.046078e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121923 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -20464258.000000 Penalty: 5979.853516
	Iteration 8Q: 3 clusters Score -2.046426e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125969 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -20466590.000000 Penalty: 5979.853516
	Iteration 9Q: 3 clusters Score -2.046659e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129784 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -20468646.000000 Penalty: 5979.853516
	Iteration 10Q: 3 clusters Score -2.046865e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133225 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -20470202.000000 Penalty: 5979.853516
	Iteration 11Q: 3 clusters Score -2.04702e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136421 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -20471476.000000 Penalty: 5979.853516
	Iteration 12Q: 3 clusters Score -2.047148e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139275 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -20472552.000000 Penalty: 5979.853516
	Iteration 13Q: 3 clusters Score -2.047255e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141927 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -20473410.000000 Penalty: 5979.853516
	Iteration 14Q: 3 clusters Score -2.047341e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144235 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -20474040.000000 Penalty: 5979.853516
	Iteration 15Q: 3 clusters Score -2.047404e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146427 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -20474630.000000 Penalty: 5979.853516
	Iteration 16Q: 3 clusters Score -2.047463e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148426 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -20475234.000000 Penalty: 5979.853516
	Iteration 17Q: 3 clusters Score -2.047523e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150364 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -20475584.000000 Penalty: 5979.853516
	Iteration 18Q: 3 clusters Score -2.047558e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152250 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -20475958.000000 Penalty: 5979.853516
	Iteration 19Q: 3 clusters Score -2.047596e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154053 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -20476276.000000 Penalty: 5979.853516
	Iteration 20F: 3 clusters Score -2.047628e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155688 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -20476460.000000 Penalty: 5979.853516
	Iteration 21Q: 3 clusters Score -2.047646e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157248 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -20476730.000000 Penalty: 5979.853516
	Iteration 22Q: 3 clusters Score -2.047673e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158651 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -20476952.000000 Penalty: 5979.853516
	Iteration 23Q: 3 clusters Score -2.047695e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159910 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -20477054.000000 Penalty: 5979.853516
	Iteration 24Q: 3 clusters Score -2.047705e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161047 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -20477052.000000 Penalty: 5979.853516
	Iteration 25Q: 3 clusters Score -2.047705e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162049 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -20477102.000000 Penalty: 5979.853516
	Iteration 26Q: 3 clusters Score -2.04771e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162987 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -20477152.000000 Penalty: 5979.853516
	Iteration 27Q: 3 clusters Score -2.047715e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163816 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -20477246.000000 Penalty: 5979.853516
	Iteration 28Q: 3 clusters Score -2.047725e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164566 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -20477146.000000 Penalty: 5979.853516
	Iteration 29Q: 3 clusters Score -2.047715e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165230 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -20477208.000000 Penalty: 5979.853516
	Iteration 30Q: 3 clusters Score -2.047721e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165851 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -20477238.000000 Penalty: 5979.853516
	Iteration 31Q: 3 clusters Score -2.047724e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166398 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -20477254.000000 Penalty: 5979.853516
	Iteration 32Q: 3 clusters Score -2.047725e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166879 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -20477280.000000 Penalty: 5979.853516
	Iteration 33Q: 3 clusters Score -2.047728e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167243 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -20477260.000000 Penalty: 5979.853516
	Iteration 34Q: 3 clusters Score -2.047726e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167547 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -20477290.000000 Penalty: 5979.853516
	Iteration 35Q: 3 clusters Score -2.047729e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167822 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -20477292.000000 Penalty: 5979.853516
	Iteration 36Q: 3 clusters Score -2.047729e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168039 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -20477296.000000 Penalty: 5979.853516
	Iteration 37Q: 3 clusters Score -2.04773e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168229 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -20477348.000000 Penalty: 5979.853516
	Iteration 38Q: 3 clusters Score -2.047735e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168395 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -20477340.000000 Penalty: 5979.853516
	Iteration 39Q: 3 clusters Score -2.047734e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168549 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -20477364.000000 Penalty: 5979.853516
	Iteration 40F: 3 clusters Score -2.047736e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168675 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -20477320.000000 Penalty: 5979.853516
	Iteration 41Q: 3 clusters Score -2.047732e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168788 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -20477360.000000 Penalty: 5979.853516
	Iteration 42Q: 3 clusters Score -2.047736e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168890 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -20477348.000000 Penalty: 5979.853516
	Iteration 43Q: 3 clusters Score -2.047735e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168978 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -20477254.000000 Penalty: 5979.853516
	Iteration 44Q: 3 clusters Score -2.047725e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169053 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -20477244.000000 Penalty: 5979.853516
	Iteration 45Q: 3 clusters Score -2.047724e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169120 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -20477248.000000 Penalty: 5979.853516
	Iteration 46Q: 3 clusters Score -2.047725e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169167 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -20477258.000000 Penalty: 5979.853516
	Iteration 47Q: 3 clusters Score -2.047726e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169208 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -20477236.000000 Penalty: 5979.853516
	Iteration 48Q: 3 clusters Score -2.047724e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169255 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -20477220.000000 Penalty: 5979.853516
	Iteration 49Q: 3 clusters Score -2.047722e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169292 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -20477216.000000 Penalty: 5979.853516
	Iteration 50Q: 3 clusters Score -2.047722e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169320 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -20477216.000000 Penalty: 5979.853516
	Iteration 51Q: 3 clusters Score -2.047722e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169341 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -20477208.000000 Penalty: 5979.853516
	Iteration 52Q: 3 clusters Score -2.047721e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169365 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -20477214.000000 Penalty: 5979.853516
	Iteration 53Q: 3 clusters Score -2.047721e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169386 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -20477214.000000 Penalty: 5979.853516
	Iteration 54Q: 3 clusters Score -2.047721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169396 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -20477214.000000 Penalty: 5979.853516
	Iteration 55Q: 3 clusters Score -2.047721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169406 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -20477204.000000 Penalty: 5979.853516
	Iteration 56Q: 3 clusters Score -2.04772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169414 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -20477198.000000 Penalty: 5979.853516
	Iteration 57Q: 3 clusters Score -2.04772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169418 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -20477222.000000 Penalty: 5979.853516
	Iteration 58Q: 3 clusters Score -2.047722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169422 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -20477220.000000 Penalty: 5979.853516
	Iteration 59Q: 3 clusters Score -2.047722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169425 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -20477232.000000 Penalty: 5979.853516
	Iteration 60F: 3 clusters Score -2.047723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169429 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -20477232.000000 Penalty: 5979.853516
	Iteration 61Q: 3 clusters Score -2.047723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169431 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -20477226.000000 Penalty: 5979.853516
	Iteration 62Q: 3 clusters Score -2.047723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169437 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -20477230.000000 Penalty: 5979.853516
	Iteration 63Q: 3 clusters Score -2.047723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169441 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -20477236.000000 Penalty: 5979.853516
	Iteration 64Q: 3 clusters Score -2.047724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169443 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -20477250.000000 Penalty: 5979.853516
	Iteration 65Q: 3 clusters Score -2.047725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169444 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -20477240.000000 Penalty: 5979.853516
	Iteration 66Q: 3 clusters Score -2.047724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169444 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -20477240.000000 Penalty: 5979.853516
	Iteration 67F: 3 clusters Score -2.047724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Entering Unmasked Estep 
Score: -4233932.500000 Penalty: 2596.192383
	Iteration 0F: 2 clusters Score -4233932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -4209970.500000 Penalty: 5192.384766
	Iteration 0F: 3 clusters Score -4209970 nChanged 15961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -4218798.000000 Penalty: 5192.384766
	Iteration 1F: 3 clusters Score -4218798 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -4219551.500000 Penalty: 5192.384766
	Iteration 2Q: 3 clusters Score -4219552 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -4220541.500000 Penalty: 5192.384766
	Iteration 3F: 3 clusters Score -4220542 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -4221835.500000 Penalty: 5192.384766
	Iteration 4F: 3 clusters Score -4221836 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -4223601.000000 Penalty: 5192.384766
	Iteration 5F: 3 clusters Score -4223601 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -4225718.000000 Penalty: 5192.384766
	Iteration 6F: 3 clusters Score -4225718 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -4227855.000000 Penalty: 5192.384766
	Iteration 7F: 3 clusters Score -4227855 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -4229611.500000 Penalty: 5192.384766
	Iteration 8F: 3 clusters Score -4229612 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -4230683.500000 Penalty: 5192.384766
	Iteration 9Q: 3 clusters Score -4230684 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -4231209.000000 Penalty: 5192.384766
	Iteration 10Q: 3 clusters Score -4231209 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -4231505.000000 Penalty: 5192.384766
	Iteration 11Q: 3 clusters Score -4231505 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -4231653.500000 Penalty: 5192.384766
	Iteration 12Q: 3 clusters Score -4231654 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -4231768.500000 Penalty: 5192.384766
	Iteration 13Q: 3 clusters Score -4231768 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -4231841.000000 Penalty: 5192.384766
	Iteration 14Q: 3 clusters Score -4231841 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -4231943.000000 Penalty: 5192.384766
	Iteration 15Q: 3 clusters Score -4231943 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -4232037.000000 Penalty: 5192.384766
	Iteration 16Q: 3 clusters Score -4232037 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -4232099.000000 Penalty: 5192.384766
	Iteration 17Q: 3 clusters Score -4232099 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -4232165.000000 Penalty: 5192.384766
	Iteration 18Q: 3 clusters Score -4232165 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -4232222.000000 Penalty: 5192.384766
	Iteration 19Q: 3 clusters Score -4232222 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -4232275.500000 Penalty: 5192.384766
	Iteration 20F: 3 clusters Score -4232276 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -4232306.000000 Penalty: 5192.384766
	Iteration 21Q: 3 clusters Score -4232306 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -4232338.000000 Penalty: 5192.384766
	Iteration 22Q: 3 clusters Score -4232338 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -4232381.500000 Penalty: 5192.384766
	Iteration 23Q: 3 clusters Score -4232382 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -4232426.000000 Penalty: 5192.384766
	Iteration 24Q: 3 clusters Score -4232426 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -4232463.500000 Penalty: 5192.384766
	Iteration 25Q: 3 clusters Score -4232464 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -4232481.000000 Penalty: 5192.384766
	Iteration 26Q: 3 clusters Score -4232481 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -4232509.500000 Penalty: 5192.384766
	Iteration 27Q: 3 clusters Score -4232510 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -4232547.000000 Penalty: 5192.384766
	Iteration 28Q: 3 clusters Score -4232547 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -4232580.000000 Penalty: 5192.384766
	Iteration 29Q: 3 clusters Score -4232580 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -4232596.000000 Penalty: 5192.384766
	Iteration 30Q: 3 clusters Score -4232596 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -4232621.500000 Penalty: 5192.384766
	Iteration 31Q: 3 clusters Score -4232622 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -4232646.500000 Penalty: 5192.384766
	Iteration 32Q: 3 clusters Score -4232646 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -4232654.000000 Penalty: 5192.384766
	Iteration 33Q: 3 clusters Score -4232654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -4232656.000000 Penalty: 5192.384766
	Iteration 34Q: 3 clusters Score -4232656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -4232665.000000 Penalty: 5192.384766
	Iteration 35Q: 3 clusters Score -4232665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -4232665.000000 Penalty: 5192.384766
	Iteration 36Q: 3 clusters Score -4232665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -4232669.500000 Penalty: 5192.384766
	Iteration 37Q: 3 clusters Score -4232670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -4232665.500000 Penalty: 5192.384766
	Iteration 38Q: 3 clusters Score -4232666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -4232665.500000 Penalty: 5192.384766
	Iteration 39Q: 3 clusters Score -4232666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -4232666.500000 Penalty: 5192.384766
	Iteration 40F: 3 clusters Score -4232666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -4232665.000000 Penalty: 5192.384766
	Iteration 41Q: 3 clusters Score -4232665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -4232671.500000 Penalty: 5192.384766
	Iteration 42Q: 3 clusters Score -4232672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -4232671.000000 Penalty: 5192.384766
	Iteration 43Q: 3 clusters Score -4232671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -4232672.000000 Penalty: 5192.384766
	Iteration 44Q: 3 clusters Score -4232672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -4232680.000000 Penalty: 5192.384766
	Iteration 45Q: 3 clusters Score -4232680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -4232679.500000 Penalty: 5192.384766
	Iteration 46Q: 3 clusters Score -4232680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -4232684.500000 Penalty: 5192.384766
	Iteration 47Q: 3 clusters Score -4232684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -4232684.500000 Penalty: 5192.384766
	Iteration 48Q: 3 clusters Score -4232684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -4232691.500000 Penalty: 5192.384766
	Iteration 49Q: 3 clusters Score -4232692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -4232689.500000 Penalty: 5192.384766
	Iteration 50Q: 3 clusters Score -4232690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -4232694.000000 Penalty: 5192.384766
	Iteration 51Q: 3 clusters Score -4232694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -4232701.500000 Penalty: 5192.384766
	Iteration 52Q: 3 clusters Score -4232702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -4232710.500000 Penalty: 5192.384766
	Iteration 53Q: 3 clusters Score -4232710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -4232709.000000 Penalty: 5192.384766
	Iteration 54Q: 3 clusters Score -4232709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -4232709.500000 Penalty: 5192.384766
	Iteration 55Q: 3 clusters Score -4232710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -4232720.500000 Penalty: 5192.384766
	Iteration 56Q: 3 clusters Score -4232720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -4232724.000000 Penalty: 5192.384766
	Iteration 57Q: 3 clusters Score -4232724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -4232724.000000 Penalty: 5192.384766
	Iteration 58Q: 3 clusters Score -4232724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -4232730.000000 Penalty: 5192.384766
	Iteration 59Q: 3 clusters Score -4232730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -4232733.500000 Penalty: 5192.384766
	Iteration 60F: 3 clusters Score -4232734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -4232734.000000 Penalty: 5192.384766
	Iteration 61Q: 3 clusters Score -4232734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -4232733.500000 Penalty: 5192.384766
	Iteration 62Q: 3 clusters Score -4232734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -4232743.000000 Penalty: 5192.384766
	Iteration 63Q: 3 clusters Score -4232743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -4232747.500000 Penalty: 5192.384766
	Iteration 64Q: 3 clusters Score -4232748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -4232741.000000 Penalty: 5192.384766
	Iteration 65Q: 3 clusters Score -4232741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -4232740.000000 Penalty: 5192.384766
	Iteration 66Q: 3 clusters Score -4232740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -4232739.000000 Penalty: 5192.384766
	Iteration 67Q: 3 clusters Score -4232739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -4232743.500000 Penalty: 5192.384766
	Iteration 68Q: 3 clusters Score -4232744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -4232742.000000 Penalty: 5192.384766
	Iteration 69Q: 3 clusters Score -4232742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -4232744.000000 Penalty: 5192.384766
	Iteration 70Q: 3 clusters Score -4232744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -4232741.000000 Penalty: 5192.384766
	Iteration 71Q: 3 clusters Score -4232741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -4232741.000000 Penalty: 5192.384766
	Iteration 72F: 3 clusters Score -4232741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217964 members 
Mstep: Class 3 contains 48512 members 
Mstep: Class 4 contains 22359 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36796 members 
Mstep: Class 8 contains 10932 members 
Mstep: Class 9 contains 4854 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44378 members 
Mstep: Class 15 contains 6291 members 
Mstep: Class 16 contains 4447 members 
Mstep: Class 17 contains 51995 members 
Mstep: Class 18 contains 15188 members 
Mstep: Class 19 contains 172156 members 
Mstep: Class 20 contains 35190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038264.000000 Penalty: 59972.335938
Iteration 279Q: 19 clusters Score -8.003826e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217964 members 
Mstep: Class 3 contains 48502 members 
Mstep: Class 4 contains 22359 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36795 members 
Mstep: Class 8 contains 10939 members 
Mstep: Class 9 contains 4854 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44378 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 16 contains 4450 members 
Mstep: Class 17 contains 51991 members 
Mstep: Class 18 contains 15189 members 
Mstep: Class 19 contains 172158 members 
Mstep: Class 20 contains 35191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038272.000000 Penalty: 59972.335938
Iteration 280F: 19 clusters Score -8.003827e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217953 members 
Mstep: Class 3 contains 48496 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36794 members 
Mstep: Class 8 contains 10944 members 
Mstep: Class 9 contains 4854 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44379 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 16 contains 4456 members 
Mstep: Class 17 contains 51987 members 
Mstep: Class 18 contains 15189 members 
Mstep: Class 19 contains 172163 members 
Mstep: Class 20 contains 35194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038240.000000 Penalty: 59972.335938
Iteration 281Q: 19 clusters Score -8.003824e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217946 members 
Mstep: Class 3 contains 48494 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36794 members 
Mstep: Class 8 contains 10950 members 
Mstep: Class 9 contains 4854 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44379 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 16 contains 4463 members 
Mstep: Class 17 contains 51984 members 
Mstep: Class 18 contains 15189 members 
Mstep: Class 19 contains 172162 members 
Mstep: Class 20 contains 35195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038264.000000 Penalty: 59972.335938
Iteration 282Q: 19 clusters Score -8.003826e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217945 members 
Mstep: Class 3 contains 48486 members 
Mstep: Class 4 contains 22363 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36794 members 
Mstep: Class 8 contains 10955 members 
Mstep: Class 9 contains 4854 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44380 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 16 contains 4469 members 
Mstep: Class 17 contains 51982 members 
Mstep: Class 18 contains 15189 members 
Mstep: Class 19 contains 172158 members 
Mstep: Class 20 contains 35195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038296.000000 Penalty: 59972.335938
Iteration 283Q: 19 clusters Score -8.00383e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217941 members 
Mstep: Class 3 contains 48482 members 
Mstep: Class 4 contains 22365 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36793 members 
Mstep: Class 8 contains 10964 members 
Mstep: Class 9 contains 4854 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44380 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 16 contains 4476 members 
Mstep: Class 17 contains 51979 members 
Mstep: Class 18 contains 15189 members 
Mstep: Class 19 contains 172151 members 
Mstep: Class 20 contains 35196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038256.000000 Penalty: 59972.335938
Iteration 284Q: 19 clusters Score -8.003826e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217934 members 
Mstep: Class 3 contains 48479 members 
Mstep: Class 4 contains 22365 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36792 members 
Mstep: Class 8 contains 10972 members 
Mstep: Class 9 contains 4854 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44380 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 16 contains 4480 members 
Mstep: Class 17 contains 51978 members 
Mstep: Class 18 contains 15189 members 
Mstep: Class 19 contains 172151 members 
Mstep: Class 20 contains 35196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038256.000000 Penalty: 59972.335938
Iteration 285Q: 19 clusters Score -8.003826e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217929 members 
Mstep: Class 3 contains 48471 members 
Mstep: Class 4 contains 22364 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36793 members 
Mstep: Class 8 contains 10978 members 
Mstep: Class 9 contains 4854 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44380 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 16 contains 4484 members 
Mstep: Class 17 contains 51973 members 
Mstep: Class 18 contains 15189 members 
Mstep: Class 19 contains 172157 members 
Mstep: Class 20 contains 35198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038232.000000 Penalty: 59972.335938
Iteration 286Q: 19 clusters Score -8.003823e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217931 members 
Mstep: Class 3 contains 48462 members 
Mstep: Class 4 contains 22362 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36795 members 
Mstep: Class 8 contains 10984 members 
Mstep: Class 9 contains 4854 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44380 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 16 contains 4487 members 
Mstep: Class 17 contains 51970 members 
Mstep: Class 18 contains 15189 members 
Mstep: Class 19 contains 172157 members 
Mstep: Class 20 contains 35199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038248.000000 Penalty: 59972.335938
Iteration 287Q: 19 clusters Score -8.003825e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217918 members 
Mstep: Class 3 contains 48455 members 
Mstep: Class 4 contains 22362 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36793 members 
Mstep: Class 8 contains 10998 members 
Mstep: Class 9 contains 4854 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44383 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 16 contains 4488 members 
Mstep: Class 17 contains 51971 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172158 members 
Mstep: Class 20 contains 35200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038224.000000 Penalty: 59972.335938
Iteration 288Q: 19 clusters Score -8.003822e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217901 members 
Mstep: Class 3 contains 48448 members 
Mstep: Class 4 contains 22362 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36796 members 
Mstep: Class 8 contains 11010 members 
Mstep: Class 9 contains 4854 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44383 members 
Mstep: Class 15 contains 6293 members 
Mstep: Class 16 contains 4489 members 
Mstep: Class 17 contains 51971 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172163 members 
Mstep: Class 20 contains 35202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038256.000000 Penalty: 59972.335938
Iteration 289Q: 19 clusters Score -8.003826e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217885 members 
Mstep: Class 3 contains 48435 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36798 members 
Mstep: Class 8 contains 11023 members 
Mstep: Class 9 contains 4854 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44389 members 
Mstep: Class 15 contains 6293 members 
Mstep: Class 16 contains 4490 members 
Mstep: Class 17 contains 51973 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172168 members 
Mstep: Class 20 contains 35203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038248.000000 Penalty: 59972.335938
Iteration 290Q: 19 clusters Score -8.003825e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217879 members 
Mstep: Class 3 contains 48425 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36800 members 
Mstep: Class 8 contains 11037 members 
Mstep: Class 9 contains 4854 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44388 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 51970 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172170 members 
Mstep: Class 20 contains 35203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038256.000000 Penalty: 59972.335938
Iteration 291Q: 19 clusters Score -8.003826e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217872 members 
Mstep: Class 3 contains 48420 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36800 members 
Mstep: Class 8 contains 11047 members 
Mstep: Class 9 contains 4855 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44390 members 
Mstep: Class 15 contains 6295 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 51972 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172166 members 
Mstep: Class 20 contains 35203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038232.000000 Penalty: 59972.335938
Iteration 292Q: 19 clusters Score -8.003823e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217867 members 
Mstep: Class 3 contains 48411 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36801 members 
Mstep: Class 8 contains 11064 members 
Mstep: Class 9 contains 4856 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44391 members 
Mstep: Class 15 contains 6296 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 51971 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172161 members 
Mstep: Class 20 contains 35202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038200.000000 Penalty: 59972.335938
Iteration 293Q: 19 clusters Score -8.00382e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217868 members 
Mstep: Class 3 contains 48398 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36801 members 
Mstep: Class 8 contains 11079 members 
Mstep: Class 9 contains 4857 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44390 members 
Mstep: Class 15 contains 6296 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 51971 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172158 members 
Mstep: Class 20 contains 35202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038216.000000 Penalty: 59972.335938
Iteration 294Q: 19 clusters Score -8.003822e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217868 members 
Mstep: Class 3 contains 48385 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36801 members 
Mstep: Class 8 contains 11096 members 
Mstep: Class 9 contains 4857 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44391 members 
Mstep: Class 15 contains 6297 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 51973 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172150 members 
Mstep: Class 20 contains 35202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038224.000000 Penalty: 59972.335938
Iteration 295Q: 19 clusters Score -8.003822e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217875 members 
Mstep: Class 3 contains 48371 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36801 members 
Mstep: Class 8 contains 11107 members 
Mstep: Class 9 contains 4856 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44391 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 51975 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172143 members 
Mstep: Class 20 contains 35203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038216.000000 Penalty: 59972.335938
Iteration 296Q: 19 clusters Score -8.003822e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217874 members 
Mstep: Class 3 contains 48352 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36801 members 
Mstep: Class 8 contains 11119 members 
Mstep: Class 9 contains 4856 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44393 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 51980 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172142 members 
Mstep: Class 20 contains 35205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038208.000000 Penalty: 59972.335938
Iteration 297Q: 19 clusters Score -8.003821e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217874 members 
Mstep: Class 3 contains 48336 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36801 members 
Mstep: Class 8 contains 11128 members 
Mstep: Class 9 contains 4856 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44394 members 
Mstep: Class 15 contains 6297 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 51983 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172146 members 
Mstep: Class 20 contains 35205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038248.000000 Penalty: 59972.335938
Iteration 298Q: 19 clusters Score -8.003825e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217865 members 
Mstep: Class 3 contains 48331 members 
Mstep: Class 4 contains 22362 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36801 members 
Mstep: Class 8 contains 11137 members 
Mstep: Class 9 contains 4856 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44395 members 
Mstep: Class 15 contains 6297 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 51983 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172148 members 
Mstep: Class 20 contains 35206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038304.000000 Penalty: 59972.335938
Iteration 299Q: 19 clusters Score -8.00383e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217862 members 
Mstep: Class 3 contains 48323 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36801 members 
Mstep: Class 8 contains 11143 members 
Mstep: Class 9 contains 4856 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44397 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 51984 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172150 members 
Mstep: Class 20 contains 35206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038312.000000 Penalty: 59972.335938
Iteration 300F: 19 clusters Score -8.003831e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217871 members 
Mstep: Class 3 contains 48314 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36800 members 
Mstep: Class 8 contains 11145 members 
Mstep: Class 9 contains 4856 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44397 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 51987 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172148 members 
Mstep: Class 20 contains 35205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038328.000000 Penalty: 59972.335938
Iteration 301Q: 19 clusters Score -8.003833e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217858 members 
Mstep: Class 3 contains 48312 members 
Mstep: Class 4 contains 22359 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 36800 members 
Mstep: Class 8 contains 11151 members 
Mstep: Class 9 contains 4856 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44399 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 51997 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172146 members 
Mstep: Class 20 contains 35205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038296.000000 Penalty: 59972.335938
Iteration 302Q: 19 clusters Score -8.00383e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217863 members 
Mstep: Class 3 contains 48310 members 
Mstep: Class 4 contains 22358 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36800 members 
Mstep: Class 8 contains 11158 members 
Mstep: Class 9 contains 4856 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44399 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 52000 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172135 members 
Mstep: Class 20 contains 35205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038312.000000 Penalty: 59972.335938
Iteration 303Q: 19 clusters Score -8.003831e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217857 members 
Mstep: Class 3 contains 48303 members 
Mstep: Class 4 contains 22358 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36801 members 
Mstep: Class 8 contains 11169 members 
Mstep: Class 9 contains 4856 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44401 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 52000 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172134 members 
Mstep: Class 20 contains 35205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038400.000000 Penalty: 59972.335938
Iteration 304Q: 19 clusters Score -8.00384e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217857 members 
Mstep: Class 3 contains 48297 members 
Mstep: Class 4 contains 22357 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36800 members 
Mstep: Class 8 contains 11183 members 
Mstep: Class 9 contains 4856 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44399 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 52001 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172128 members 
Mstep: Class 20 contains 35206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038376.000000 Penalty: 59972.335938
Iteration 305Q: 19 clusters Score -8.003838e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217847 members 
Mstep: Class 3 contains 48292 members 
Mstep: Class 4 contains 22355 members 
Mstep: Class 5 contains 5897 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36803 members 
Mstep: Class 8 contains 11191 members 
Mstep: Class 9 contains 4856 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44395 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 52010 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172127 members 
Mstep: Class 20 contains 35207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038432.000000 Penalty: 59972.335938
Iteration 306Q: 19 clusters Score -8.003843e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217851 members 
Mstep: Class 3 contains 48286 members 
Mstep: Class 4 contains 22355 members 
Mstep: Class 5 contains 5897 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36805 members 
Mstep: Class 8 contains 11199 members 
Mstep: Class 9 contains 4856 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44393 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 52014 members 
Mstep: Class 18 contains 15189 members 
Mstep: Class 19 contains 172118 members 
Mstep: Class 20 contains 35207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038400.000000 Penalty: 59972.335938
Iteration 307Q: 19 clusters Score -8.00384e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217853 members 
Mstep: Class 3 contains 48280 members 
Mstep: Class 4 contains 22353 members 
Mstep: Class 5 contains 5897 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36806 members 
Mstep: Class 8 contains 11204 members 
Mstep: Class 9 contains 4856 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44394 members 
Mstep: Class 15 contains 6297 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 52017 members 
Mstep: Class 18 contains 15189 members 
Mstep: Class 19 contains 172114 members 
Mstep: Class 20 contains 35208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038368.000000 Penalty: 59972.335938
Iteration 308Q: 19 clusters Score -8.003837e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217850 members 
Mstep: Class 3 contains 48277 members 
Mstep: Class 4 contains 22352 members 
Mstep: Class 5 contains 5897 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36807 members 
Mstep: Class 8 contains 11209 members 
Mstep: Class 9 contains 4856 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44392 members 
Mstep: Class 15 contains 6297 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 52022 members 
Mstep: Class 18 contains 15189 members 
Mstep: Class 19 contains 172113 members 
Mstep: Class 20 contains 35207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038440.000000 Penalty: 59972.335938
Iteration 309Q: 19 clusters Score -8.003844e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217841 members 
Mstep: Class 3 contains 48271 members 
Mstep: Class 4 contains 22354 members 
Mstep: Class 5 contains 5897 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36808 members 
Mstep: Class 8 contains 11212 members 
Mstep: Class 9 contains 4856 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44391 members 
Mstep: Class 15 contains 6297 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 52027 members 
Mstep: Class 18 contains 15189 members 
Mstep: Class 19 contains 172118 members 
Mstep: Class 20 contains 35207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038440.000000 Penalty: 59972.335938
Iteration 310Q: 19 clusters Score -8.003844e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217836 members 
Mstep: Class 3 contains 48260 members 
Mstep: Class 4 contains 22353 members 
Mstep: Class 5 contains 5897 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36808 members 
Mstep: Class 8 contains 11216 members 
Mstep: Class 9 contains 4856 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44394 members 
Mstep: Class 15 contains 6297 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 52032 members 
Mstep: Class 18 contains 15189 members 
Mstep: Class 19 contains 172123 members 
Mstep: Class 20 contains 35207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038448.000000 Penalty: 59972.335938
Iteration 311Q: 19 clusters Score -8.003845e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217828 members 
Mstep: Class 3 contains 48248 members 
Mstep: Class 4 contains 22352 members 
Mstep: Class 5 contains 5897 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36808 members 
Mstep: Class 8 contains 11222 members 
Mstep: Class 9 contains 4856 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44393 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 52037 members 
Mstep: Class 18 contains 15189 members 
Mstep: Class 19 contains 172133 members 
Mstep: Class 20 contains 35207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038440.000000 Penalty: 59972.335938
Iteration 312Q: 19 clusters Score -8.003844e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217828 members 
Mstep: Class 3 contains 48233 members 
Mstep: Class 4 contains 22352 members 
Mstep: Class 5 contains 5897 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36809 members 
Mstep: Class 8 contains 11226 members 
Mstep: Class 9 contains 4856 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44394 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 52041 members 
Mstep: Class 18 contains 15189 members 
Mstep: Class 19 contains 172138 members 
Mstep: Class 20 contains 35207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038368.000000 Penalty: 59972.335938
Iteration 313Q: 19 clusters Score -8.003837e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217824 members 
Mstep: Class 3 contains 48225 members 
Mstep: Class 4 contains 22352 members 
Mstep: Class 5 contains 5897 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36808 members 
Mstep: Class 8 contains 11230 members 
Mstep: Class 9 contains 4857 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44393 members 
Mstep: Class 15 contains 6299 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 52041 members 
Mstep: Class 18 contains 15189 members 
Mstep: Class 19 contains 172145 members 
Mstep: Class 20 contains 35208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038400.000000 Penalty: 59972.335938
Iteration 314Q: 19 clusters Score -8.00384e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217822 members 
Mstep: Class 3 contains 48219 members 
Mstep: Class 4 contains 22352 members 
Mstep: Class 5 contains 5897 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36807 members 
Mstep: Class 8 contains 11231 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44393 members 
Mstep: Class 15 contains 6299 members 
Mstep: Class 16 contains 4492 members 
Mstep: Class 17 contains 52041 members 
Mstep: Class 18 contains 15189 members 
Mstep: Class 19 contains 172150 members 
Mstep: Class 20 contains 35209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038352.000000 Penalty: 59972.335938
Iteration 315Q: 19 clusters Score -8.003835e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217815 members 
Mstep: Class 3 contains 48217 members 
Mstep: Class 4 contains 22351 members 
Mstep: Class 5 contains 5897 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36806 members 
Mstep: Class 8 contains 11233 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 14 contains 44395 members 
Mstep: Class 15 contains 6297 members 
Mstep: Class 16 contains 4495 members 
Mstep: Class 17 contains 52041 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172157 members 
Mstep: Class 20 contains 35207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038312.000000 Penalty: 59972.335938
Iteration 316Q: 19 clusters Score -8.003831e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217804 members 
Mstep: Class 3 contains 48213 members 
Mstep: Class 4 contains 22348 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36805 members 
Mstep: Class 8 contains 11235 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44395 members 
Mstep: Class 15 contains 6297 members 
Mstep: Class 16 contains 4497 members 
Mstep: Class 17 contains 52044 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172167 members 
Mstep: Class 20 contains 35207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038360.000000 Penalty: 59972.335938
Iteration 317Q: 19 clusters Score -8.003836e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217799 members 
Mstep: Class 3 contains 48212 members 
Mstep: Class 4 contains 22347 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36804 members 
Mstep: Class 8 contains 11236 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44394 members 
Mstep: Class 15 contains 6297 members 
Mstep: Class 16 contains 4502 members 
Mstep: Class 17 contains 52043 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172172 members 
Mstep: Class 20 contains 35206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038328.000000 Penalty: 59972.335938
Iteration 318Q: 19 clusters Score -8.003833e+07 nChanged 40
Entering ConstructFrom: 
Score: -80038328.000000 Penalty: 59972.335938
Entering ConstructFrom: 
Trying to split cluster 1 (1884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Entering Unmasked Estep 
Score: -202471.781250 Penalty: 1870.205811
	Iteration 0F: 2 clusters Score -202471.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -199907.031250 Penalty: 3740.411621
	Iteration 0F: 3 clusters Score -199907 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -200475.453125 Penalty: 3740.411621
	Iteration 1F: 3 clusters Score -200475.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -200735.765625 Penalty: 3740.411621
	Iteration 2F: 3 clusters Score -200735.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -200969.093750 Penalty: 3740.411621
	Iteration 3F: 3 clusters Score -200969.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -201176.796875 Penalty: 3740.411621
	Iteration 4F: 3 clusters Score -201176.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -201361.734375 Penalty: 3740.411621
	Iteration 5F: 3 clusters Score -201361.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -201516.328125 Penalty: 3740.411621
	Iteration 6Q: 3 clusters Score -201516.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -201651.421875 Penalty: 3740.411621
	Iteration 7Q: 3 clusters Score -201651.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -201830.453125 Penalty: 3740.411621
	Iteration 8Q: 3 clusters Score -201830.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -202019.250000 Penalty: 3740.411621
	Iteration 9Q: 3 clusters Score -202019.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -202127.359375 Penalty: 3740.411621
	Iteration 10Q: 3 clusters Score -202127.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -202219.234375 Penalty: 3740.411621
	Iteration 11Q: 3 clusters Score -202219.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -202319.281250 Penalty: 3740.411621
	Iteration 12Q: 3 clusters Score -202319.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -202417.031250 Penalty: 3740.411621
	Iteration 13Q: 3 clusters Score -202417 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -202510.593750 Penalty: 3740.411621
	Iteration 14Q: 3 clusters Score -202510.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -202577.031250 Penalty: 3740.411621
	Iteration 15Q: 3 clusters Score -202577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -202586.968750 Penalty: 3740.411621
	Iteration 16Q: 3 clusters Score -202587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -202592.218750 Penalty: 3740.411621
	Iteration 17Q: 3 clusters Score -202592.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -202593.765625 Penalty: 3740.411621
	Iteration 18Q: 3 clusters Score -202593.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -202594.921875 Penalty: 3740.411621
	Iteration 19Q: 3 clusters Score -202594.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -202595.812500 Penalty: 3740.411621
	Iteration 20F: 3 clusters Score -202595.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -202596.390625 Penalty: 3740.411621
	Iteration 21Q: 3 clusters Score -202596.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -202596.390625 Penalty: 3740.411621
	Iteration 22F: 3 clusters Score -202596.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 217793 members 
Mstep: Class 3 contains 48206 members 
Mstep: Class 4 contains 22348 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36805 members 
Mstep: Class 8 contains 11239 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 12 contains 879 members 
Mstep: Class 14 contains 44394 members 
Mstep: Class 15 contains 6297 members 
Mstep: Class 16 contains 4504 members 
Mstep: Class 17 contains 52044 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172176 members 
Mstep: Class 20 contains 35206 members 
Entering Unmasked Estep 
Score: -80037000.000000 Penalty: 63304.132812
Splitting cluster 1 changes total score from -80038328.000000 to -80037000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (217793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217793 members 
Entering Unmasked Estep 
Score: -25951832.000000 Penalty: 3048.242676
	Iteration 0F: 2 clusters Score -2.595183e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108615 members 
Mstep: Class 2 contains 109178 members 
Entering Unmasked Estep 
Score: -25817174.000000 Penalty: 6096.485352
	Iteration 0F: 3 clusters Score -2.581717e+07 nChanged 105087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105154 members 
Mstep: Class 2 contains 112639 members 
Entering Unmasked Estep 
Score: -25878466.000000 Penalty: 6096.485352
	Iteration 1F: 3 clusters Score -2.587847e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102301 members 
Mstep: Class 2 contains 115492 members 
Entering Unmasked Estep 
Score: -25879606.000000 Penalty: 6096.485352
	Iteration 2Q: 3 clusters Score -2.587961e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98010 members 
Mstep: Class 2 contains 119783 members 
Entering Unmasked Estep 
Score: -25881084.000000 Penalty: 6096.485352
	Iteration 3Q: 3 clusters Score -2.588108e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91646 members 
Mstep: Class 2 contains 126147 members 
Entering Unmasked Estep 
Score: -25883402.000000 Penalty: 6096.485352
	Iteration 4Q: 3 clusters Score -2.58834e+07 nChanged 10574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82548 members 
Mstep: Class 2 contains 135245 members 
Entering Unmasked Estep 
Score: -25886970.000000 Penalty: 6096.485352
	Iteration 5Q: 3 clusters Score -2.588697e+07 nChanged 13074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70482 members 
Mstep: Class 2 contains 147311 members 
Entering Unmasked Estep 
Score: -25892732.000000 Penalty: 6096.485352
	Iteration 6F: 3 clusters Score -2.589273e+07 nChanged 14666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56726 members 
Mstep: Class 2 contains 161067 members 
Entering Unmasked Estep 
Score: -25901072.000000 Penalty: 6096.485352
	Iteration 7F: 3 clusters Score -2.590107e+07 nChanged 14368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 174515 members 
Entering Unmasked Estep 
Score: -25910672.000000 Penalty: 6096.485352
	Iteration 8F: 3 clusters Score -2.591067e+07 nChanged 11786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 184981 members 
Entering Unmasked Estep 
Score: -25918816.000000 Penalty: 6096.485352
	Iteration 9F: 3 clusters Score -2.591882e+07 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 191739 members 
Entering Unmasked Estep 
Score: -25928250.000000 Penalty: 6096.485352
	Iteration 10Q: 3 clusters Score -2.592825e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 196191 members 
Entering Unmasked Estep 
Score: -25936460.000000 Penalty: 6096.485352
	Iteration 11Q: 3 clusters Score -2.593646e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 199756 members 
Entering Unmasked Estep 
Score: -25941728.000000 Penalty: 6096.485352
	Iteration 12Q: 3 clusters Score -2.594173e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 202967 members 
Entering Unmasked Estep 
Score: -25945180.000000 Penalty: 6096.485352
	Iteration 13Q: 3 clusters Score -2.594518e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 205936 members 
Entering Unmasked Estep 
Score: -25947568.000000 Penalty: 6096.485352
	Iteration 14Q: 3 clusters Score -2.594757e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 208743 members 
Entering Unmasked Estep 
Score: -25949394.000000 Penalty: 6096.485352
	Iteration 15Q: 3 clusters Score -2.594939e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 211288 members 
Entering Unmasked Estep 
Score: -25950440.000000 Penalty: 6096.485352
	Iteration 16Q: 3 clusters Score -2.595044e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 213492 members 
Entering Unmasked Estep 
Score: -25950194.000000 Penalty: 6096.485352
	Iteration 17Q: 3 clusters Score -2.595019e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 215199 members 
Entering Unmasked Estep 
Score: -25949852.000000 Penalty: 6096.485352
	Iteration 18Q: 3 clusters Score -2.594985e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 216273 members 
Entering Unmasked Estep 
Score: -25949648.000000 Penalty: 6096.485352
	Iteration 19Q: 3 clusters Score -2.594965e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 216864 members 
Entering Unmasked Estep 
Score: -25949496.000000 Penalty: 6096.485352
	Iteration 20F: 3 clusters Score -2.59495e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 217164 members 
Entering Unmasked Estep 
Score: -25949452.000000 Penalty: 6096.485352
	Iteration 21Q: 3 clusters Score -2.594945e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 217307 members 
Entering Unmasked Estep 
Score: -25949424.000000 Penalty: 6096.485352
	Iteration 22Q: 3 clusters Score -2.594942e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 217379 members 
Entering Unmasked Estep 
Score: -25949404.000000 Penalty: 6096.485352
	Iteration 23Q: 3 clusters Score -2.59494e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 217426 members 
Entering Unmasked Estep 
Score: -25949410.000000 Penalty: 6096.485352
	Iteration 24Q: 3 clusters Score -2.594941e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 217456 members 
Entering Unmasked Estep 
Score: -25949430.000000 Penalty: 6096.485352
	Iteration 25Q: 3 clusters Score -2.594943e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 217470 members 
Entering Unmasked Estep 
Score: -25949446.000000 Penalty: 6096.485352
	Iteration 26Q: 3 clusters Score -2.594945e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 217479 members 
Entering Unmasked Estep 
Score: -25949418.000000 Penalty: 6096.485352
	Iteration 27Q: 3 clusters Score -2.594942e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 217488 members 
Entering Unmasked Estep 
Score: -25949454.000000 Penalty: 6096.485352
	Iteration 28Q: 3 clusters Score -2.594945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 217498 members 
Entering Unmasked Estep 
Score: -25949454.000000 Penalty: 6096.485352
	Iteration 29Q: 3 clusters Score -2.594945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 217505 members 
Entering Unmasked Estep 
Score: -25949464.000000 Penalty: 6096.485352
	Iteration 30Q: 3 clusters Score -2.594946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 217512 members 
Entering Unmasked Estep 
Score: -25949482.000000 Penalty: 6096.485352
	Iteration 31Q: 3 clusters Score -2.594948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 217518 members 
Entering Unmasked Estep 
Score: -25949466.000000 Penalty: 6096.485352
	Iteration 32Q: 3 clusters Score -2.594947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 217525 members 
Entering Unmasked Estep 
Score: -25949448.000000 Penalty: 6096.485352
	Iteration 33Q: 3 clusters Score -2.594945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 217526 members 
Entering Unmasked Estep 
Score: -25949458.000000 Penalty: 6096.485352
	Iteration 34Q: 3 clusters Score -2.594946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 217526 members 
Entering Unmasked Estep 
Score: -25949458.000000 Penalty: 6096.485352
	Iteration 35F: 3 clusters Score -2.594946e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48206 members 
Entering Unmasked Estep 
Score: -5780348.000000 Penalty: 2674.243164
	Iteration 0F: 2 clusters Score -5780348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -5747756.500000 Penalty: 5348.486328
	Iteration 0F: 3 clusters Score -5747756 nChanged 22343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -5760266.000000 Penalty: 5348.486328
	Iteration 1F: 3 clusters Score -5760266 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -5761128.500000 Penalty: 5348.486328
	Iteration 2Q: 3 clusters Score -5761128 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -5762358.500000 Penalty: 5348.486328
	Iteration 3F: 3 clusters Score -5762358 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -5764073.500000 Penalty: 5348.486328
	Iteration 4F: 3 clusters Score -5764074 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -5766149.000000 Penalty: 5348.486328
	Iteration 5F: 3 clusters Score -5766149 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -5768690.000000 Penalty: 5348.486328
	Iteration 6F: 3 clusters Score -5768690 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -5771172.500000 Penalty: 5348.486328
	Iteration 7F: 3 clusters Score -5771172 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -5773035.500000 Penalty: 5348.486328
	Iteration 8F: 3 clusters Score -5773036 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -5773997.000000 Penalty: 5348.486328
	Iteration 9Q: 3 clusters Score -5773997 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -5774644.500000 Penalty: 5348.486328
	Iteration 10Q: 3 clusters Score -5774644 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -5775055.000000 Penalty: 5348.486328
	Iteration 11Q: 3 clusters Score -5775055 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -5775405.500000 Penalty: 5348.486328
	Iteration 12Q: 3 clusters Score -5775406 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -5775756.500000 Penalty: 5348.486328
	Iteration 13Q: 3 clusters Score -5775756 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -5776024.500000 Penalty: 5348.486328
	Iteration 14Q: 3 clusters Score -5776024 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -5776253.500000 Penalty: 5348.486328
	Iteration 15Q: 3 clusters Score -5776254 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -5776437.000000 Penalty: 5348.486328
	Iteration 16Q: 3 clusters Score -5776437 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -5776616.500000 Penalty: 5348.486328
	Iteration 17Q: 3 clusters Score -5776616 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -5776766.500000 Penalty: 5348.486328
	Iteration 18Q: 3 clusters Score -5776766 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -5776939.000000 Penalty: 5348.486328
	Iteration 19Q: 3 clusters Score -5776939 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -5777104.000000 Penalty: 5348.486328
	Iteration 20F: 3 clusters Score -5777104 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -5777312.500000 Penalty: 5348.486328
	Iteration 21Q: 3 clusters Score -5777312 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -5777501.000000 Penalty: 5348.486328
	Iteration 22Q: 3 clusters Score -5777501 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -5777617.000000 Penalty: 5348.486328
	Iteration 23Q: 3 clusters Score -5777617 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -5777748.500000 Penalty: 5348.486328
	Iteration 24Q: 3 clusters Score -5777748 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -5777858.500000 Penalty: 5348.486328
	Iteration 25Q: 3 clusters Score -5777858 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -5777947.500000 Penalty: 5348.486328
	Iteration 26Q: 3 clusters Score -5777948 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -5778014.000000 Penalty: 5348.486328
	Iteration 27Q: 3 clusters Score -5778014 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -5778074.500000 Penalty: 5348.486328
	Iteration 28Q: 3 clusters Score -5778074 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -5778102.000000 Penalty: 5348.486328
	Iteration 29Q: 3 clusters Score -5778102 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -5778149.500000 Penalty: 5348.486328
	Iteration 30Q: 3 clusters Score -5778150 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -5778173.500000 Penalty: 5348.486328
	Iteration 31Q: 3 clusters Score -5778174 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5778187.000000 Penalty: 5348.486328
	Iteration 32Q: 3 clusters Score -5778187 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5778212.500000 Penalty: 5348.486328
	Iteration 33Q: 3 clusters Score -5778212 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -5778229.000000 Penalty: 5348.486328
	Iteration 34Q: 3 clusters Score -5778229 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -5778259.500000 Penalty: 5348.486328
	Iteration 35Q: 3 clusters Score -5778260 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -5778273.500000 Penalty: 5348.486328
	Iteration 36Q: 3 clusters Score -5778274 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5778278.000000 Penalty: 5348.486328
	Iteration 37Q: 3 clusters Score -5778278 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5778307.000000 Penalty: 5348.486328
	Iteration 38Q: 3 clusters Score -5778307 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5778312.500000 Penalty: 5348.486328
	Iteration 39Q: 3 clusters Score -5778312 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5778329.000000 Penalty: 5348.486328
	Iteration 40F: 3 clusters Score -5778329 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5778354.500000 Penalty: 5348.486328
	Iteration 41Q: 3 clusters Score -5778354 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5778356.500000 Penalty: 5348.486328
	Iteration 42Q: 3 clusters Score -5778356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5778352.500000 Penalty: 5348.486328
	Iteration 43Q: 3 clusters Score -5778352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5778371.000000 Penalty: 5348.486328
	Iteration 44Q: 3 clusters Score -5778371 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -5778385.000000 Penalty: 5348.486328
	Iteration 45Q: 3 clusters Score -5778385 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5778402.000000 Penalty: 5348.486328
	Iteration 46Q: 3 clusters Score -5778402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5778412.500000 Penalty: 5348.486328
	Iteration 47Q: 3 clusters Score -5778412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5778415.000000 Penalty: 5348.486328
	Iteration 48Q: 3 clusters Score -5778415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5778416.500000 Penalty: 5348.486328
	Iteration 49Q: 3 clusters Score -5778416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5778418.500000 Penalty: 5348.486328
	Iteration 50Q: 3 clusters Score -5778418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5778432.500000 Penalty: 5348.486328
	Iteration 51Q: 3 clusters Score -5778432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5778426.500000 Penalty: 5348.486328
	Iteration 52Q: 3 clusters Score -5778426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5778423.500000 Penalty: 5348.486328
	Iteration 53Q: 3 clusters Score -5778424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5778426.000000 Penalty: 5348.486328
	Iteration 54Q: 3 clusters Score -5778426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5778425.500000 Penalty: 5348.486328
	Iteration 55Q: 3 clusters Score -5778426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5778433.000000 Penalty: 5348.486328
	Iteration 56Q: 3 clusters Score -5778433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5778431.500000 Penalty: 5348.486328
	Iteration 57Q: 3 clusters Score -5778432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5778435.500000 Penalty: 5348.486328
	Iteration 58Q: 3 clusters Score -5778436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5778435.500000 Penalty: 5348.486328
	Iteration 59Q: 3 clusters Score -5778436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5778440.000000 Penalty: 5348.486328
	Iteration 60F: 3 clusters Score -5778440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5778435.500000 Penalty: 5348.486328
	Iteration 61Q: 3 clusters Score -5778436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5778437.500000 Penalty: 5348.486328
	Iteration 62Q: 3 clusters Score -5778438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5778431.000000 Penalty: 5348.486328
	Iteration 63Q: 3 clusters Score -5778431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5778442.500000 Penalty: 5348.486328
	Iteration 64Q: 3 clusters Score -5778442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5778436.500000 Penalty: 5348.486328
	Iteration 65Q: 3 clusters Score -5778436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5778431.500000 Penalty: 5348.486328
	Iteration 66Q: 3 clusters Score -5778432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5778429.500000 Penalty: 5348.486328
	Iteration 67Q: 3 clusters Score -5778430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5778430.000000 Penalty: 5348.486328
	Iteration 68Q: 3 clusters Score -5778430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5778434.500000 Penalty: 5348.486328
	Iteration 69Q: 3 clusters Score -5778434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5778436.500000 Penalty: 5348.486328
	Iteration 70Q: 3 clusters Score -5778436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5778436.500000 Penalty: 5348.486328
	Iteration 71F: 3 clusters Score -5778436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Entering Unmasked Estep 
Score: -2725577.250000 Penalty: 2483.593994
	Iteration 0F: 2 clusters Score -2725577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2709921.500000 Penalty: 4967.187988
	Iteration 0F: 3 clusters Score -2709922 nChanged 9933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2715092.500000 Penalty: 4967.187988
	Iteration 1F: 3 clusters Score -2715092 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2715481.000000 Penalty: 4967.187988
	Iteration 2Q: 3 clusters Score -2715481 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2715815.750000 Penalty: 4967.187988
	Iteration 3Q: 3 clusters Score -2715816 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2716101.250000 Penalty: 4967.187988
	Iteration 4Q: 3 clusters Score -2716101 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2716378.250000 Penalty: 4967.187988
	Iteration 5Q: 3 clusters Score -2716378 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2716679.750000 Penalty: 4967.187988
	Iteration 6Q: 3 clusters Score -2716680 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2717058.500000 Penalty: 4967.187988
	Iteration 7Q: 3 clusters Score -2717058 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2717552.250000 Penalty: 4967.187988
	Iteration 8Q: 3 clusters Score -2717552 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2718172.500000 Penalty: 4967.187988
	Iteration 9Q: 3 clusters Score -2718172 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2718926.250000 Penalty: 4967.187988
	Iteration 10F: 3 clusters Score -2718926 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2719781.000000 Penalty: 4967.187988
	Iteration 11F: 3 clusters Score -2719781 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2720629.250000 Penalty: 4967.187988
	Iteration 12Q: 3 clusters Score -2720629 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2721258.250000 Penalty: 4967.187988
	Iteration 13Q: 3 clusters Score -2721258 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2721617.250000 Penalty: 4967.187988
	Iteration 14Q: 3 clusters Score -2721617 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2721836.500000 Penalty: 4967.187988
	Iteration 15Q: 3 clusters Score -2721836 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2721968.750000 Penalty: 4967.187988
	Iteration 16Q: 3 clusters Score -2721969 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2722082.250000 Penalty: 4967.187988
	Iteration 17Q: 3 clusters Score -2722082 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2722210.250000 Penalty: 4967.187988
	Iteration 18Q: 3 clusters Score -2722210 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2722342.000000 Penalty: 4967.187988
	Iteration 19Q: 3 clusters Score -2722342 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2722456.500000 Penalty: 4967.187988
	Iteration 20F: 3 clusters Score -2722456 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2722520.250000 Penalty: 4967.187988
	Iteration 21Q: 3 clusters Score -2722520 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2722583.750000 Penalty: 4967.187988
	Iteration 22Q: 3 clusters Score -2722584 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2722630.500000 Penalty: 4967.187988
	Iteration 23Q: 3 clusters Score -2722630 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2722666.500000 Penalty: 4967.187988
	Iteration 24Q: 3 clusters Score -2722666 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2722686.000000 Penalty: 4967.187988
	Iteration 25Q: 3 clusters Score -2722686 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2722702.750000 Penalty: 4967.187988
	Iteration 26Q: 3 clusters Score -2722703 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2722730.500000 Penalty: 4967.187988
	Iteration 27Q: 3 clusters Score -2722730 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2722746.000000 Penalty: 4967.187988
	Iteration 28Q: 3 clusters Score -2722746 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2722759.750000 Penalty: 4967.187988
	Iteration 29Q: 3 clusters Score -2722760 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -2722773.250000 Penalty: 4967.187988
	Iteration 30Q: 3 clusters Score -2722773 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2722794.750000 Penalty: 4967.187988
	Iteration 31Q: 3 clusters Score -2722795 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2722798.750000 Penalty: 4967.187988
	Iteration 32Q: 3 clusters Score -2722799 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2722813.250000 Penalty: 4967.187988
	Iteration 33Q: 3 clusters Score -2722813 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2722820.000000 Penalty: 4967.187988
	Iteration 34Q: 3 clusters Score -2722820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2722822.750000 Penalty: 4967.187988
	Iteration 35Q: 3 clusters Score -2722823 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -2722829.500000 Penalty: 4967.187988
	Iteration 36Q: 3 clusters Score -2722830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2722834.750000 Penalty: 4967.187988
	Iteration 37Q: 3 clusters Score -2722835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2722838.750000 Penalty: 4967.187988
	Iteration 38Q: 3 clusters Score -2722839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2722844.500000 Penalty: 4967.187988
	Iteration 39Q: 3 clusters Score -2722844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2722849.250000 Penalty: 4967.187988
	Iteration 40F: 3 clusters Score -2722849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2722853.000000 Penalty: 4967.187988
	Iteration 41Q: 3 clusters Score -2722853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2722859.000000 Penalty: 4967.187988
	Iteration 42Q: 3 clusters Score -2722859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2722859.750000 Penalty: 4967.187988
	Iteration 43Q: 3 clusters Score -2722860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2722864.000000 Penalty: 4967.187988
	Iteration 44Q: 3 clusters Score -2722864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -2722866.500000 Penalty: 4967.187988
	Iteration 45Q: 3 clusters Score -2722866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2722873.500000 Penalty: 4967.187988
	Iteration 46Q: 3 clusters Score -2722874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2722878.750000 Penalty: 4967.187988
	Iteration 47Q: 3 clusters Score -2722879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2722883.500000 Penalty: 4967.187988
	Iteration 48Q: 3 clusters Score -2722884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2722888.000000 Penalty: 4967.187988
	Iteration 49Q: 3 clusters Score -2722888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2722888.750000 Penalty: 4967.187988
	Iteration 50Q: 3 clusters Score -2722889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2722891.000000 Penalty: 4967.187988
	Iteration 51Q: 3 clusters Score -2722891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2722896.000000 Penalty: 4967.187988
	Iteration 52Q: 3 clusters Score -2722896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2722898.750000 Penalty: 4967.187988
	Iteration 53Q: 3 clusters Score -2722899 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2722907.000000 Penalty: 4967.187988
	Iteration 54Q: 3 clusters Score -2722907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2722916.500000 Penalty: 4967.187988
	Iteration 55Q: 3 clusters Score -2722916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2722923.250000 Penalty: 4967.187988
	Iteration 56Q: 3 clusters Score -2722923 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2722930.500000 Penalty: 4967.187988
	Iteration 57Q: 3 clusters Score -2722930 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2722932.500000 Penalty: 4967.187988
	Iteration 58Q: 3 clusters Score -2722932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2722937.000000 Penalty: 4967.187988
	Iteration 59Q: 3 clusters Score -2722937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -2722942.250000 Penalty: 4967.187988
	Iteration 60F: 3 clusters Score -2722942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2722948.250000 Penalty: 4967.187988
	Iteration 61Q: 3 clusters Score -2722948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2722953.000000 Penalty: 4967.187988
	Iteration 62Q: 3 clusters Score -2722953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2722952.500000 Penalty: 4967.187988
	Iteration 63Q: 3 clusters Score -2722952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2722955.250000 Penalty: 4967.187988
	Iteration 64Q: 3 clusters Score -2722955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2722952.250000 Penalty: 4967.187988
	Iteration 65Q: 3 clusters Score -2722952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2722952.250000 Penalty: 4967.187988
	Iteration 66Q: 3 clusters Score -2722952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2722952.250000 Penalty: 4967.187988
	Iteration 67F: 3 clusters Score -2722952 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: -705589.000000 Penalty: 2153.227295
	Iteration 0F: 2 clusters Score -705589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -700531.125000 Penalty: 4306.454590
	Iteration 0F: 3 clusters Score -700531.1 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -701731.312500 Penalty: 4306.454590
	Iteration 1F: 3 clusters Score -701731.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -701938.687500 Penalty: 4306.454590
	Iteration 2F: 3 clusters Score -701938.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -702080.500000 Penalty: 4306.454590
	Iteration 3Q: 3 clusters Score -702080.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -702201.500000 Penalty: 4306.454590
	Iteration 4Q: 3 clusters Score -702201.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -702289.187500 Penalty: 4306.454590
	Iteration 5Q: 3 clusters Score -702289.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -702346.937500 Penalty: 4306.454590
	Iteration 6Q: 3 clusters Score -702346.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -702399.125000 Penalty: 4306.454590
	Iteration 7Q: 3 clusters Score -702399.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -702442.437500 Penalty: 4306.454590
	Iteration 8Q: 3 clusters Score -702442.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -702482.250000 Penalty: 4306.454590
	Iteration 9Q: 3 clusters Score -702482.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -702525.562500 Penalty: 4306.454590
	Iteration 10Q: 3 clusters Score -702525.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -702577.437500 Penalty: 4306.454590
	Iteration 11Q: 3 clusters Score -702577.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -702645.562500 Penalty: 4306.454590
	Iteration 12Q: 3 clusters Score -702645.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -702720.187500 Penalty: 4306.454590
	Iteration 13Q: 3 clusters Score -702720.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -702805.687500 Penalty: 4306.454590
	Iteration 14Q: 3 clusters Score -702805.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -702901.375000 Penalty: 4306.454590
	Iteration 15Q: 3 clusters Score -702901.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -703014.312500 Penalty: 4306.454590
	Iteration 16Q: 3 clusters Score -703014.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -703122.562500 Penalty: 4306.454590
	Iteration 17Q: 3 clusters Score -703122.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -703233.000000 Penalty: 4306.454590
	Iteration 18Q: 3 clusters Score -703233 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -703324.937500 Penalty: 4306.454590
	Iteration 19Q: 3 clusters Score -703324.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -703402.312500 Penalty: 4306.454590
	Iteration 20F: 3 clusters Score -703402.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -703460.562500 Penalty: 4306.454590
	Iteration 21Q: 3 clusters Score -703460.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -703516.312500 Penalty: 4306.454590
	Iteration 22Q: 3 clusters Score -703516.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -703563.437500 Penalty: 4306.454590
	Iteration 23Q: 3 clusters Score -703563.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -703599.250000 Penalty: 4306.454590
	Iteration 24Q: 3 clusters Score -703599.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -703619.937500 Penalty: 4306.454590
	Iteration 25Q: 3 clusters Score -703619.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -703639.875000 Penalty: 4306.454590
	Iteration 26Q: 3 clusters Score -703639.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -703654.500000 Penalty: 4306.454590
	Iteration 27Q: 3 clusters Score -703654.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -703668.625000 Penalty: 4306.454590
	Iteration 28Q: 3 clusters Score -703668.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -703687.187500 Penalty: 4306.454590
	Iteration 29Q: 3 clusters Score -703687.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -703703.625000 Penalty: 4306.454590
	Iteration 30Q: 3 clusters Score -703703.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -703723.750000 Penalty: 4306.454590
	Iteration 31Q: 3 clusters Score -703723.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -703732.937500 Penalty: 4306.454590
	Iteration 32Q: 3 clusters Score -703732.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -703737.937500 Penalty: 4306.454590
	Iteration 33Q: 3 clusters Score -703737.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -703740.312500 Penalty: 4306.454590
	Iteration 34Q: 3 clusters Score -703740.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -703745.625000 Penalty: 4306.454590
	Iteration 35Q: 3 clusters Score -703745.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -703755.062500 Penalty: 4306.454590
	Iteration 36Q: 3 clusters Score -703755.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -703765.312500 Penalty: 4306.454590
	Iteration 37Q: 3 clusters Score -703765.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -703769.937500 Penalty: 4306.454590
	Iteration 38Q: 3 clusters Score -703769.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -703774.125000 Penalty: 4306.454590
	Iteration 39Q: 3 clusters Score -703774.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -703781.875000 Penalty: 4306.454590
	Iteration 40F: 3 clusters Score -703781.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -703786.437500 Penalty: 4306.454590
	Iteration 41Q: 3 clusters Score -703786.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -703787.562500 Penalty: 4306.454590
	Iteration 42Q: 3 clusters Score -703787.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -703787.562500 Penalty: 4306.454590
	Iteration 43F: 3 clusters Score -703787.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -233967.859375 Penalty: 1892.474731
	Iteration 0F: 2 clusters Score -233967.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -231314.796875 Penalty: 3784.949463
	Iteration 0F: 3 clusters Score -231314.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -231834.031250 Penalty: 3784.949463
	Iteration 1F: 3 clusters Score -231834 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -231934.750000 Penalty: 3784.949463
	Iteration 2F: 3 clusters Score -231934.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -231986.984375 Penalty: 3784.949463
	Iteration 3Q: 3 clusters Score -231987 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -232024.781250 Penalty: 3784.949463
	Iteration 4Q: 3 clusters Score -232024.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -232049.890625 Penalty: 3784.949463
	Iteration 5Q: 3 clusters Score -232049.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -232061.828125 Penalty: 3784.949463
	Iteration 6Q: 3 clusters Score -232061.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -232070.750000 Penalty: 3784.949463
	Iteration 7Q: 3 clusters Score -232070.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -232079.156250 Penalty: 3784.949463
	Iteration 8Q: 3 clusters Score -232079.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -232083.750000 Penalty: 3784.949463
	Iteration 9Q: 3 clusters Score -232083.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -232088.250000 Penalty: 3784.949463
	Iteration 10Q: 3 clusters Score -232088.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -232089.562500 Penalty: 3784.949463
	Iteration 11Q: 3 clusters Score -232089.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -232090.250000 Penalty: 3784.949463
	Iteration 12Q: 3 clusters Score -232090.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -232090.421875 Penalty: 3784.949463
	Iteration 13Q: 3 clusters Score -232090.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -232090.421875 Penalty: 3784.949463
	Iteration 14F: 3 clusters Score -232090.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Entering Unmasked Estep 
Score: -4450294.500000 Penalty: 2607.320312
	Iteration 0F: 2 clusters Score -4450294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -4425266.500000 Penalty: 5214.640625
	Iteration 0F: 3 clusters Score -4425266 nChanged 16799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -4434302.000000 Penalty: 5214.640625
	Iteration 1F: 3 clusters Score -4434302 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -4434806.000000 Penalty: 5214.640625
	Iteration 2Q: 3 clusters Score -4434806 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -4435351.500000 Penalty: 5214.640625
	Iteration 3Q: 3 clusters Score -4435352 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -4436105.500000 Penalty: 5214.640625
	Iteration 4Q: 3 clusters Score -4436106 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -4437121.000000 Penalty: 5214.640625
	Iteration 5Q: 3 clusters Score -4437121 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -4438279.000000 Penalty: 5214.640625
	Iteration 6Q: 3 clusters Score -4438279 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -4439515.500000 Penalty: 5214.640625
	Iteration 7F: 3 clusters Score -4439516 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -4440918.000000 Penalty: 5214.640625
	Iteration 8F: 3 clusters Score -4440918 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -4442627.500000 Penalty: 5214.640625
	Iteration 9F: 3 clusters Score -4442628 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -4444360.000000 Penalty: 5214.640625
	Iteration 10F: 3 clusters Score -4444360 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -4445680.000000 Penalty: 5214.640625
	Iteration 11F: 3 clusters Score -4445680 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -4446537.500000 Penalty: 5214.640625
	Iteration 12Q: 3 clusters Score -4446538 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -4447009.500000 Penalty: 5214.640625
	Iteration 13Q: 3 clusters Score -4447010 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -4447412.500000 Penalty: 5214.640625
	Iteration 14Q: 3 clusters Score -4447412 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -4447746.500000 Penalty: 5214.640625
	Iteration 15Q: 3 clusters Score -4447746 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -4448078.000000 Penalty: 5214.640625
	Iteration 16Q: 3 clusters Score -4448078 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -4448332.000000 Penalty: 5214.640625
	Iteration 17Q: 3 clusters Score -4448332 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -4448540.000000 Penalty: 5214.640625
	Iteration 18Q: 3 clusters Score -4448540 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -4448706.000000 Penalty: 5214.640625
	Iteration 19Q: 3 clusters Score -4448706 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -4448838.500000 Penalty: 5214.640625
	Iteration 20F: 3 clusters Score -4448838 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -4448957.000000 Penalty: 5214.640625
	Iteration 21Q: 3 clusters Score -4448957 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -4449043.500000 Penalty: 5214.640625
	Iteration 22Q: 3 clusters Score -4449044 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -4449125.500000 Penalty: 5214.640625
	Iteration 23Q: 3 clusters Score -4449126 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -4449195.500000 Penalty: 5214.640625
	Iteration 24Q: 3 clusters Score -4449196 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -4449252.000000 Penalty: 5214.640625
	Iteration 25Q: 3 clusters Score -4449252 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -4449275.000000 Penalty: 5214.640625
	Iteration 26Q: 3 clusters Score -4449275 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -4449327.500000 Penalty: 5214.640625
	Iteration 27Q: 3 clusters Score -4449328 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -4449389.500000 Penalty: 5214.640625
	Iteration 28Q: 3 clusters Score -4449390 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -4449423.000000 Penalty: 5214.640625
	Iteration 29Q: 3 clusters Score -4449423 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -4449471.000000 Penalty: 5214.640625
	Iteration 30Q: 3 clusters Score -4449471 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -4449517.500000 Penalty: 5214.640625
	Iteration 31Q: 3 clusters Score -4449518 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -4449525.500000 Penalty: 5214.640625
	Iteration 32Q: 3 clusters Score -4449526 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -4449561.500000 Penalty: 5214.640625
	Iteration 33Q: 3 clusters Score -4449562 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -4449583.500000 Penalty: 5214.640625
	Iteration 34Q: 3 clusters Score -4449584 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -4449615.500000 Penalty: 5214.640625
	Iteration 35Q: 3 clusters Score -4449616 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -4449628.000000 Penalty: 5214.640625
	Iteration 36Q: 3 clusters Score -4449628 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -4449647.500000 Penalty: 5214.640625
	Iteration 37Q: 3 clusters Score -4449648 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -4449665.000000 Penalty: 5214.640625
	Iteration 38Q: 3 clusters Score -4449665 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -4449679.000000 Penalty: 5214.640625
	Iteration 39Q: 3 clusters Score -4449679 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -4449691.500000 Penalty: 5214.640625
	Iteration 40F: 3 clusters Score -4449692 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -4449693.500000 Penalty: 5214.640625
	Iteration 41Q: 3 clusters Score -4449694 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -4449719.500000 Penalty: 5214.640625
	Iteration 42Q: 3 clusters Score -4449720 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -4449721.500000 Penalty: 5214.640625
	Iteration 43Q: 3 clusters Score -4449722 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -4449734.500000 Penalty: 5214.640625
	Iteration 44Q: 3 clusters Score -4449734 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -4449739.000000 Penalty: 5214.640625
	Iteration 45Q: 3 clusters Score -4449739 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -4449756.000000 Penalty: 5214.640625
	Iteration 46Q: 3 clusters Score -4449756 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -4449759.000000 Penalty: 5214.640625
	Iteration 47Q: 3 clusters Score -4449759 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -4449760.500000 Penalty: 5214.640625
	Iteration 48Q: 3 clusters Score -4449760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -4449752.000000 Penalty: 5214.640625
	Iteration 49Q: 3 clusters Score -4449752 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -4449766.500000 Penalty: 5214.640625
	Iteration 50Q: 3 clusters Score -4449766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -4449766.500000 Penalty: 5214.640625
	Iteration 51Q: 3 clusters Score -4449766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -4449782.500000 Penalty: 5214.640625
	Iteration 52Q: 3 clusters Score -4449782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -4449783.000000 Penalty: 5214.640625
	Iteration 53Q: 3 clusters Score -4449783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -4449779.000000 Penalty: 5214.640625
	Iteration 54Q: 3 clusters Score -4449779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -4449788.000000 Penalty: 5214.640625
	Iteration 55Q: 3 clusters Score -4449788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -4449791.500000 Penalty: 5214.640625
	Iteration 56Q: 3 clusters Score -4449792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -4449791.000000 Penalty: 5214.640625
	Iteration 57Q: 3 clusters Score -4449791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -4449797.500000 Penalty: 5214.640625
	Iteration 58Q: 3 clusters Score -4449798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -4449806.000000 Penalty: 5214.640625
	Iteration 59Q: 3 clusters Score -4449806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -4449800.000000 Penalty: 5214.640625
	Iteration 60F: 3 clusters Score -4449800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -4449808.000000 Penalty: 5214.640625
	Iteration 61Q: 3 clusters Score -4449808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -4449811.000000 Penalty: 5214.640625
	Iteration 62Q: 3 clusters Score -4449811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -4449815.500000 Penalty: 5214.640625
	Iteration 63Q: 3 clusters Score -4449816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -4449810.000000 Penalty: 5214.640625
	Iteration 64Q: 3 clusters Score -4449810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -4449808.000000 Penalty: 5214.640625
	Iteration 65Q: 3 clusters Score -4449808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -4449812.500000 Penalty: 5214.640625
	Iteration 66Q: 3 clusters Score -4449812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -4449809.500000 Penalty: 5214.640625
	Iteration 67Q: 3 clusters Score -4449810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -4449809.500000 Penalty: 5214.640625
	Iteration 68Q: 3 clusters Score -4449810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -4449809.500000 Penalty: 5214.640625
	Iteration 69Q: 3 clusters Score -4449810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -4449805.000000 Penalty: 5214.640625
	Iteration 70Q: 3 clusters Score -4449805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -4449811.500000 Penalty: 5214.640625
	Iteration 71Q: 3 clusters Score -4449812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -4449809.500000 Penalty: 5214.640625
	Iteration 72Q: 3 clusters Score -4449810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -4449815.000000 Penalty: 5214.640625
	Iteration 73Q: 3 clusters Score -4449815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -4449815.000000 Penalty: 5214.640625
	Iteration 74Q: 3 clusters Score -4449815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -4449813.500000 Penalty: 5214.640625
	Iteration 75Q: 3 clusters Score -4449814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -4449817.000000 Penalty: 5214.640625
	Iteration 76Q: 3 clusters Score -4449817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -4449816.500000 Penalty: 5214.640625
	Iteration 77Q: 3 clusters Score -4449816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -4449816.000000 Penalty: 5214.640625
	Iteration 78Q: 3 clusters Score -4449816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -4449819.000000 Penalty: 5214.640625
	Iteration 79Q: 3 clusters Score -4449819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -4449817.000000 Penalty: 5214.640625
	Iteration 80F: 3 clusters Score -4449817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -4449817.000000 Penalty: 5214.640625
	Iteration 81Q: 3 clusters Score -4449817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -4449812.500000 Penalty: 5214.640625
	Iteration 82Q: 3 clusters Score -4449812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -4449809.000000 Penalty: 5214.640625
	Iteration 83Q: 3 clusters Score -4449809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -4449812.500000 Penalty: 5214.640625
	Iteration 84Q: 3 clusters Score -4449812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -4449812.000000 Penalty: 5214.640625
	Iteration 85Q: 3 clusters Score -4449812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -4449803.000000 Penalty: 5214.640625
	Iteration 86Q: 3 clusters Score -4449803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -4449807.500000 Penalty: 5214.640625
	Iteration 87Q: 3 clusters Score -4449808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -4449810.000000 Penalty: 5214.640625
	Iteration 88Q: 3 clusters Score -4449810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -4449807.500000 Penalty: 5214.640625
	Iteration 89Q: 3 clusters Score -4449808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -4449806.500000 Penalty: 5214.640625
	Iteration 90Q: 3 clusters Score -4449806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -4449810.500000 Penalty: 5214.640625
	Iteration 91Q: 3 clusters Score -4449810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -4449804.000000 Penalty: 5214.640625
	Iteration 92Q: 3 clusters Score -4449804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -4449804.500000 Penalty: 5214.640625
	Iteration 93Q: 3 clusters Score -4449804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -4449805.000000 Penalty: 5214.640625
	Iteration 94Q: 3 clusters Score -4449805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -4449805.500000 Penalty: 5214.640625
	Iteration 95Q: 3 clusters Score -4449806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -4449808.000000 Penalty: 5214.640625
	Iteration 96Q: 3 clusters Score -4449808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -4449817.000000 Penalty: 5214.640625
	Iteration 97Q: 3 clusters Score -4449817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -4449809.500000 Penalty: 5214.640625
	Iteration 98Q: 3 clusters Score -4449810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -4449812.500000 Penalty: 5214.640625
	Iteration 99Q: 3 clusters Score -4449812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -4449821.000000 Penalty: 5214.640625
	Iteration 100F: 3 clusters Score -4449821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -4449821.500000 Penalty: 5214.640625
	Iteration 101Q: 3 clusters Score -4449822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -4449818.000000 Penalty: 5214.640625
	Iteration 102Q: 3 clusters Score -4449818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -4449816.000000 Penalty: 5214.640625
	Iteration 103Q: 3 clusters Score -4449816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -4449816.500000 Penalty: 5214.640625
	Iteration 104Q: 3 clusters Score -4449816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -4449815.500000 Penalty: 5214.640625
	Iteration 105Q: 3 clusters Score -4449816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -4449820.000000 Penalty: 5214.640625
	Iteration 106Q: 3 clusters Score -4449820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -4449821.000000 Penalty: 5214.640625
	Iteration 107Q: 3 clusters Score -4449821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -4449821.000000 Penalty: 5214.640625
	Iteration 108F: 3 clusters Score -4449821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Entering Unmasked Estep 
Score: -1360082.500000 Penalty: 2313.132080
	Iteration 0F: 2 clusters Score -1360082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1351621.000000 Penalty: 4626.264160
	Iteration 0F: 3 clusters Score -1351621 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1354139.750000 Penalty: 4626.264160
	Iteration 1F: 3 clusters Score -1354140 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1354446.625000 Penalty: 4626.264160
	Iteration 2F: 3 clusters Score -1354447 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1354654.750000 Penalty: 4626.264160
	Iteration 3Q: 3 clusters Score -1354655 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1354796.500000 Penalty: 4626.264160
	Iteration 4Q: 3 clusters Score -1354796 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1354891.750000 Penalty: 4626.264160
	Iteration 5Q: 3 clusters Score -1354892 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1354977.500000 Penalty: 4626.264160
	Iteration 6Q: 3 clusters Score -1354978 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1355060.250000 Penalty: 4626.264160
	Iteration 7Q: 3 clusters Score -1355060 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1355130.000000 Penalty: 4626.264160
	Iteration 8Q: 3 clusters Score -1355130 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1355205.375000 Penalty: 4626.264160
	Iteration 9Q: 3 clusters Score -1355205 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1355293.500000 Penalty: 4626.264160
	Iteration 10Q: 3 clusters Score -1355294 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1355388.000000 Penalty: 4626.264160
	Iteration 11Q: 3 clusters Score -1355388 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1355482.250000 Penalty: 4626.264160
	Iteration 12Q: 3 clusters Score -1355482 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1355594.375000 Penalty: 4626.264160
	Iteration 13Q: 3 clusters Score -1355594 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1355722.375000 Penalty: 4626.264160
	Iteration 14Q: 3 clusters Score -1355722 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1355895.375000 Penalty: 4626.264160
	Iteration 15Q: 3 clusters Score -1355895 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1356092.000000 Penalty: 4626.264160
	Iteration 16Q: 3 clusters Score -1356092 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1356332.500000 Penalty: 4626.264160
	Iteration 17Q: 3 clusters Score -1356332 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1356574.875000 Penalty: 4626.264160
	Iteration 18Q: 3 clusters Score -1356575 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1356792.125000 Penalty: 4626.264160
	Iteration 19Q: 3 clusters Score -1356792 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1356963.000000 Penalty: 4626.264160
	Iteration 20F: 3 clusters Score -1356963 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1357097.250000 Penalty: 4626.264160
	Iteration 21Q: 3 clusters Score -1357097 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1357206.250000 Penalty: 4626.264160
	Iteration 22Q: 3 clusters Score -1357206 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1357313.500000 Penalty: 4626.264160
	Iteration 23Q: 3 clusters Score -1357314 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1357410.125000 Penalty: 4626.264160
	Iteration 24Q: 3 clusters Score -1357410 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1357485.500000 Penalty: 4626.264160
	Iteration 25Q: 3 clusters Score -1357486 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1357547.625000 Penalty: 4626.264160
	Iteration 26Q: 3 clusters Score -1357548 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1357585.625000 Penalty: 4626.264160
	Iteration 27Q: 3 clusters Score -1357586 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1357618.375000 Penalty: 4626.264160
	Iteration 28Q: 3 clusters Score -1357618 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1357662.625000 Penalty: 4626.264160
	Iteration 29Q: 3 clusters Score -1357663 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1357696.500000 Penalty: 4626.264160
	Iteration 30Q: 3 clusters Score -1357696 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1357722.375000 Penalty: 4626.264160
	Iteration 31Q: 3 clusters Score -1357722 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1357746.125000 Penalty: 4626.264160
	Iteration 32Q: 3 clusters Score -1357746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1357764.750000 Penalty: 4626.264160
	Iteration 33Q: 3 clusters Score -1357765 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1357772.000000 Penalty: 4626.264160
	Iteration 34Q: 3 clusters Score -1357772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1357783.625000 Penalty: 4626.264160
	Iteration 35Q: 3 clusters Score -1357784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1357790.625000 Penalty: 4626.264160
	Iteration 36Q: 3 clusters Score -1357791 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1357800.625000 Penalty: 4626.264160
	Iteration 37Q: 3 clusters Score -1357801 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1357816.875000 Penalty: 4626.264160
	Iteration 38Q: 3 clusters Score -1357817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1357827.250000 Penalty: 4626.264160
	Iteration 39Q: 3 clusters Score -1357827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1357837.375000 Penalty: 4626.264160
	Iteration 40F: 3 clusters Score -1357837 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1357846.375000 Penalty: 4626.264160
	Iteration 41Q: 3 clusters Score -1357846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1357858.375000 Penalty: 4626.264160
	Iteration 42Q: 3 clusters Score -1357858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1357863.875000 Penalty: 4626.264160
	Iteration 43Q: 3 clusters Score -1357864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1357870.000000 Penalty: 4626.264160
	Iteration 44Q: 3 clusters Score -1357870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1357880.750000 Penalty: 4626.264160
	Iteration 45Q: 3 clusters Score -1357881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1357888.750000 Penalty: 4626.264160
	Iteration 46Q: 3 clusters Score -1357889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1357895.375000 Penalty: 4626.264160
	Iteration 47Q: 3 clusters Score -1357895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1357902.625000 Penalty: 4626.264160
	Iteration 48Q: 3 clusters Score -1357903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1357910.375000 Penalty: 4626.264160
	Iteration 49Q: 3 clusters Score -1357910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1357919.500000 Penalty: 4626.264160
	Iteration 50Q: 3 clusters Score -1357920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1357931.500000 Penalty: 4626.264160
	Iteration 51Q: 3 clusters Score -1357932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1357940.375000 Penalty: 4626.264160
	Iteration 52Q: 3 clusters Score -1357940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1357943.625000 Penalty: 4626.264160
	Iteration 53Q: 3 clusters Score -1357944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1357948.375000 Penalty: 4626.264160
	Iteration 54Q: 3 clusters Score -1357948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1357953.125000 Penalty: 4626.264160
	Iteration 55Q: 3 clusters Score -1357953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1357955.500000 Penalty: 4626.264160
	Iteration 56Q: 3 clusters Score -1357956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1357960.750000 Penalty: 4626.264160
	Iteration 57Q: 3 clusters Score -1357961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1357960.750000 Penalty: 4626.264160
	Iteration 58Q: 3 clusters Score -1357961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1357965.125000 Penalty: 4626.264160
	Iteration 59Q: 3 clusters Score -1357965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1357964.500000 Penalty: 4626.264160
	Iteration 60F: 3 clusters Score -1357964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1357971.250000 Penalty: 4626.264160
	Iteration 61Q: 3 clusters Score -1357971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1357971.750000 Penalty: 4626.264160
	Iteration 62Q: 3 clusters Score -1357972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1357972.375000 Penalty: 4626.264160
	Iteration 63Q: 3 clusters Score -1357972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1357976.250000 Penalty: 4626.264160
	Iteration 64Q: 3 clusters Score -1357976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1357977.000000 Penalty: 4626.264160
	Iteration 65Q: 3 clusters Score -1357977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1357976.375000 Penalty: 4626.264160
	Iteration 66Q: 3 clusters Score -1357976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1357978.750000 Penalty: 4626.264160
	Iteration 67Q: 3 clusters Score -1357979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1357979.625000 Penalty: 4626.264160
	Iteration 68Q: 3 clusters Score -1357980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1357978.750000 Penalty: 4626.264160
	Iteration 69Q: 3 clusters Score -1357979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1357980.000000 Penalty: 4626.264160
	Iteration 70Q: 3 clusters Score -1357980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1357979.750000 Penalty: 4626.264160
	Iteration 71Q: 3 clusters Score -1357980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1357979.625000 Penalty: 4626.264160
	Iteration 72Q: 3 clusters Score -1357980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1357983.250000 Penalty: 4626.264160
	Iteration 73Q: 3 clusters Score -1357983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1357983.250000 Penalty: 4626.264160
	Iteration 74F: 3 clusters Score -1357983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Entering Unmasked Estep 
Score: -587559.375000 Penalty: 2105.118896
	Iteration 0F: 2 clusters Score -587559.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -583171.437500 Penalty: 4210.237793
	Iteration 0F: 3 clusters Score -583171.4 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -584273.187500 Penalty: 4210.237793
	Iteration 1F: 3 clusters Score -584273.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -584616.500000 Penalty: 4210.237793
	Iteration 2F: 3 clusters Score -584616.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -584972.062500 Penalty: 4210.237793
	Iteration 3F: 3 clusters Score -584972.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -585268.062500 Penalty: 4210.237793
	Iteration 4F: 3 clusters Score -585268.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -585453.375000 Penalty: 4210.237793
	Iteration 5F: 3 clusters Score -585453.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -585617.437500 Penalty: 4210.237793
	Iteration 6Q: 3 clusters Score -585617.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -585762.062500 Penalty: 4210.237793
	Iteration 7Q: 3 clusters Score -585762.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -585868.812500 Penalty: 4210.237793
	Iteration 8Q: 3 clusters Score -585868.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -585964.187500 Penalty: 4210.237793
	Iteration 9Q: 3 clusters Score -585964.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -586046.500000 Penalty: 4210.237793
	Iteration 10Q: 3 clusters Score -586046.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -586138.937500 Penalty: 4210.237793
	Iteration 11Q: 3 clusters Score -586138.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -586221.437500 Penalty: 4210.237793
	Iteration 12Q: 3 clusters Score -586221.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -586279.750000 Penalty: 4210.237793
	Iteration 13Q: 3 clusters Score -586279.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -586339.500000 Penalty: 4210.237793
	Iteration 14Q: 3 clusters Score -586339.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -586408.937500 Penalty: 4210.237793
	Iteration 15Q: 3 clusters Score -586408.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -586476.687500 Penalty: 4210.237793
	Iteration 16Q: 3 clusters Score -586476.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -586536.187500 Penalty: 4210.237793
	Iteration 17Q: 3 clusters Score -586536.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -586608.250000 Penalty: 4210.237793
	Iteration 18Q: 3 clusters Score -586608.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -586675.250000 Penalty: 4210.237793
	Iteration 19Q: 3 clusters Score -586675.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -586723.187500 Penalty: 4210.237793
	Iteration 20F: 3 clusters Score -586723.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -586758.062500 Penalty: 4210.237793
	Iteration 21Q: 3 clusters Score -586758.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -586787.750000 Penalty: 4210.237793
	Iteration 22Q: 3 clusters Score -586787.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -586805.250000 Penalty: 4210.237793
	Iteration 23Q: 3 clusters Score -586805.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -586820.375000 Penalty: 4210.237793
	Iteration 24Q: 3 clusters Score -586820.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -586835.500000 Penalty: 4210.237793
	Iteration 25Q: 3 clusters Score -586835.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -586848.625000 Penalty: 4210.237793
	Iteration 26Q: 3 clusters Score -586848.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -586861.562500 Penalty: 4210.237793
	Iteration 27Q: 3 clusters Score -586861.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -586879.187500 Penalty: 4210.237793
	Iteration 28Q: 3 clusters Score -586879.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -586893.125000 Penalty: 4210.237793
	Iteration 29Q: 3 clusters Score -586893.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -586905.875000 Penalty: 4210.237793
	Iteration 30Q: 3 clusters Score -586905.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -586908.937500 Penalty: 4210.237793
	Iteration 31Q: 3 clusters Score -586908.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -586913.500000 Penalty: 4210.237793
	Iteration 32Q: 3 clusters Score -586913.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -586912.750000 Penalty: 4210.237793
	Iteration 33Q: 3 clusters Score -586912.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -586912.937500 Penalty: 4210.237793
	Iteration 34Q: 3 clusters Score -586912.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -586918.375000 Penalty: 4210.237793
	Iteration 35Q: 3 clusters Score -586918.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -586919.750000 Penalty: 4210.237793
	Iteration 36Q: 3 clusters Score -586919.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -586920.125000 Penalty: 4210.237793
	Iteration 37Q: 3 clusters Score -586920.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -586922.062500 Penalty: 4210.237793
	Iteration 38Q: 3 clusters Score -586922.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -586923.062500 Penalty: 4210.237793
	Iteration 39Q: 3 clusters Score -586923.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -586923.062500 Penalty: 4210.237793
	Iteration 40F: 3 clusters Score -586923.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -67614.031250 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -67614.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66009.390625 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -66009.39 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -66342.906250 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -66342.91 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66492.578125 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -66492.58 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66579.437500 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -66579.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66676.632812 Penalty: 3232.031738
	Iteration 4Q: 3 clusters Score -66676.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66708.312500 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -66708.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -66730.468750 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -66730.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -66745.554688 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -66745.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -66746.976562 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -66746.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -66746.976562 Penalty: 3232.031738
	Iteration 9F: 3 clusters Score -66746.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Entering Unmasked Estep 
Score: -195019.203125 Penalty: 1836.562866
	Iteration 0F: 2 clusters Score -195019.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -192651.437500 Penalty: 3673.125732
	Iteration 0F: 3 clusters Score -192651.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -193082.687500 Penalty: 3673.125732
	Iteration 1F: 3 clusters Score -193082.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -193169.968750 Penalty: 3673.125732
	Iteration 2F: 3 clusters Score -193170 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -193205.015625 Penalty: 3673.125732
	Iteration 3Q: 3 clusters Score -193205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -193217.421875 Penalty: 3673.125732
	Iteration 4Q: 3 clusters Score -193217.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -193230.796875 Penalty: 3673.125732
	Iteration 5Q: 3 clusters Score -193230.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -193241.390625 Penalty: 3673.125732
	Iteration 6Q: 3 clusters Score -193241.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -193252.343750 Penalty: 3673.125732
	Iteration 7Q: 3 clusters Score -193252.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -193255.703125 Penalty: 3673.125732
	Iteration 8Q: 3 clusters Score -193255.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -193258.093750 Penalty: 3673.125732
	Iteration 9Q: 3 clusters Score -193258.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -193259.421875 Penalty: 3673.125732
	Iteration 10Q: 3 clusters Score -193259.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -193261.625000 Penalty: 3673.125732
	Iteration 11Q: 3 clusters Score -193261.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -193264.687500 Penalty: 3673.125732
	Iteration 12Q: 3 clusters Score -193264.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -193266.671875 Penalty: 3673.125732
	Iteration 13Q: 3 clusters Score -193266.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -193271.125000 Penalty: 3673.125732
	Iteration 14Q: 3 clusters Score -193271.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -193271.500000 Penalty: 3673.125732
	Iteration 15Q: 3 clusters Score -193271.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -193271.500000 Penalty: 3673.125732
	Iteration 16F: 3 clusters Score -193271.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Entering Unmasked Estep 
Score: -5363456.000000 Penalty: 2653.813232
	Iteration 0F: 2 clusters Score -5363456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -5333280.500000 Penalty: 5307.626465
	Iteration 0F: 3 clusters Score -5333280 nChanged 20573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -5344618.500000 Penalty: 5307.626465
	Iteration 1F: 3 clusters Score -5344618 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -5345139.000000 Penalty: 5307.626465
	Iteration 2Q: 3 clusters Score -5345139 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -5345789.000000 Penalty: 5307.626465
	Iteration 3Q: 3 clusters Score -5345789 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -5346832.500000 Penalty: 5307.626465
	Iteration 4Q: 3 clusters Score -5346832 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -5348485.500000 Penalty: 5307.626465
	Iteration 5F: 3 clusters Score -5348486 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -5351085.000000 Penalty: 5307.626465
	Iteration 6F: 3 clusters Score -5351085 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -5354488.000000 Penalty: 5307.626465
	Iteration 7F: 3 clusters Score -5354488 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -5357556.500000 Penalty: 5307.626465
	Iteration 8F: 3 clusters Score -5357556 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -5359463.000000 Penalty: 5307.626465
	Iteration 9Q: 3 clusters Score -5359463 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -5360359.000000 Penalty: 5307.626465
	Iteration 10Q: 3 clusters Score -5360359 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -5360734.000000 Penalty: 5307.626465
	Iteration 11Q: 3 clusters Score -5360734 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -5360953.500000 Penalty: 5307.626465
	Iteration 12Q: 3 clusters Score -5360954 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -5361052.500000 Penalty: 5307.626465
	Iteration 13Q: 3 clusters Score -5361052 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -5361106.000000 Penalty: 5307.626465
	Iteration 14Q: 3 clusters Score -5361106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -5361131.000000 Penalty: 5307.626465
	Iteration 15Q: 3 clusters Score -5361131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -5361143.000000 Penalty: 5307.626465
	Iteration 16Q: 3 clusters Score -5361143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -5361150.000000 Penalty: 5307.626465
	Iteration 17Q: 3 clusters Score -5361150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -5361166.500000 Penalty: 5307.626465
	Iteration 18Q: 3 clusters Score -5361166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -5361178.500000 Penalty: 5307.626465
	Iteration 19Q: 3 clusters Score -5361178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -5361193.500000 Penalty: 5307.626465
	Iteration 20F: 3 clusters Score -5361194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -5361195.500000 Penalty: 5307.626465
	Iteration 21Q: 3 clusters Score -5361196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -5361202.000000 Penalty: 5307.626465
	Iteration 22Q: 3 clusters Score -5361202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -5361211.000000 Penalty: 5307.626465
	Iteration 23Q: 3 clusters Score -5361211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -5361208.500000 Penalty: 5307.626465
	Iteration 24Q: 3 clusters Score -5361208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -5361211.500000 Penalty: 5307.626465
	Iteration 25Q: 3 clusters Score -5361212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -5361211.000000 Penalty: 5307.626465
	Iteration 26Q: 3 clusters Score -5361211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -5361210.000000 Penalty: 5307.626465
	Iteration 27Q: 3 clusters Score -5361210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -5361210.000000 Penalty: 5307.626465
	Iteration 28F: 3 clusters Score -5361210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Entering Unmasked Estep 
Score: -704813.125000 Penalty: 2169.461426
	Iteration 0F: 2 clusters Score -704813.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -699480.125000 Penalty: 4338.922852
	Iteration 0F: 3 clusters Score -699480.1 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -701094.125000 Penalty: 4338.922852
	Iteration 1F: 3 clusters Score -701094.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -701540.125000 Penalty: 4338.922852
	Iteration 2F: 3 clusters Score -701540.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -701898.000000 Penalty: 4338.922852
	Iteration 3F: 3 clusters Score -701898 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -702181.562500 Penalty: 4338.922852
	Iteration 4F: 3 clusters Score -702181.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -702403.000000 Penalty: 4338.922852
	Iteration 5F: 3 clusters Score -702403 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -702593.875000 Penalty: 4338.922852
	Iteration 6Q: 3 clusters Score -702593.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -702754.437500 Penalty: 4338.922852
	Iteration 7Q: 3 clusters Score -702754.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -702872.875000 Penalty: 4338.922852
	Iteration 8Q: 3 clusters Score -702872.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -702953.375000 Penalty: 4338.922852
	Iteration 9Q: 3 clusters Score -702953.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -703019.062500 Penalty: 4338.922852
	Iteration 10Q: 3 clusters Score -703019.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -703087.875000 Penalty: 4338.922852
	Iteration 11Q: 3 clusters Score -703087.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -703137.937500 Penalty: 4338.922852
	Iteration 12Q: 3 clusters Score -703137.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -703174.125000 Penalty: 4338.922852
	Iteration 13Q: 3 clusters Score -703174.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -703211.437500 Penalty: 4338.922852
	Iteration 14Q: 3 clusters Score -703211.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -703243.062500 Penalty: 4338.922852
	Iteration 15Q: 3 clusters Score -703243.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -703278.187500 Penalty: 4338.922852
	Iteration 16Q: 3 clusters Score -703278.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -703316.812500 Penalty: 4338.922852
	Iteration 17Q: 3 clusters Score -703316.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -703351.125000 Penalty: 4338.922852
	Iteration 18Q: 3 clusters Score -703351.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -703380.062500 Penalty: 4338.922852
	Iteration 19Q: 3 clusters Score -703380.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -703405.562500 Penalty: 4338.922852
	Iteration 20F: 3 clusters Score -703405.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -703431.812500 Penalty: 4338.922852
	Iteration 21Q: 3 clusters Score -703431.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -703452.937500 Penalty: 4338.922852
	Iteration 22Q: 3 clusters Score -703452.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -703473.937500 Penalty: 4338.922852
	Iteration 23Q: 3 clusters Score -703473.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -703498.937500 Penalty: 4338.922852
	Iteration 24Q: 3 clusters Score -703498.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -703523.062500 Penalty: 4338.922852
	Iteration 25Q: 3 clusters Score -703523.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -703549.062500 Penalty: 4338.922852
	Iteration 26Q: 3 clusters Score -703549.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -703576.562500 Penalty: 4338.922852
	Iteration 27Q: 3 clusters Score -703576.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -703604.875000 Penalty: 4338.922852
	Iteration 28Q: 3 clusters Score -703604.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -703639.125000 Penalty: 4338.922852
	Iteration 29Q: 3 clusters Score -703639.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -703667.125000 Penalty: 4338.922852
	Iteration 30Q: 3 clusters Score -703667.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -703691.187500 Penalty: 4338.922852
	Iteration 31Q: 3 clusters Score -703691.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -703711.875000 Penalty: 4338.922852
	Iteration 32Q: 3 clusters Score -703711.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -703734.500000 Penalty: 4338.922852
	Iteration 33Q: 3 clusters Score -703734.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -703756.125000 Penalty: 4338.922852
	Iteration 34Q: 3 clusters Score -703756.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -703772.812500 Penalty: 4338.922852
	Iteration 35Q: 3 clusters Score -703772.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -703790.312500 Penalty: 4338.922852
	Iteration 36Q: 3 clusters Score -703790.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -703805.875000 Penalty: 4338.922852
	Iteration 37Q: 3 clusters Score -703805.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -703823.062500 Penalty: 4338.922852
	Iteration 38Q: 3 clusters Score -703823.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -703835.250000 Penalty: 4338.922852
	Iteration 39Q: 3 clusters Score -703835.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -703844.125000 Penalty: 4338.922852
	Iteration 40F: 3 clusters Score -703844.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -703853.500000 Penalty: 4338.922852
	Iteration 41Q: 3 clusters Score -703853.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -703860.937500 Penalty: 4338.922852
	Iteration 42Q: 3 clusters Score -703860.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -703870.187500 Penalty: 4338.922852
	Iteration 43Q: 3 clusters Score -703870.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -703881.687500 Penalty: 4338.922852
	Iteration 44Q: 3 clusters Score -703881.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -703889.312500 Penalty: 4338.922852
	Iteration 45Q: 3 clusters Score -703889.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -703896.000000 Penalty: 4338.922852
	Iteration 46Q: 3 clusters Score -703896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -703907.062500 Penalty: 4338.922852
	Iteration 47Q: 3 clusters Score -703907.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -703917.687500 Penalty: 4338.922852
	Iteration 48Q: 3 clusters Score -703917.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -703928.500000 Penalty: 4338.922852
	Iteration 49Q: 3 clusters Score -703928.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -703939.375000 Penalty: 4338.922852
	Iteration 50Q: 3 clusters Score -703939.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -703951.687500 Penalty: 4338.922852
	Iteration 51Q: 3 clusters Score -703951.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -703964.625000 Penalty: 4338.922852
	Iteration 52Q: 3 clusters Score -703964.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -703978.875000 Penalty: 4338.922852
	Iteration 53Q: 3 clusters Score -703978.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -703990.750000 Penalty: 4338.922852
	Iteration 54Q: 3 clusters Score -703990.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -704002.000000 Penalty: 4338.922852
	Iteration 55Q: 3 clusters Score -704002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -704009.250000 Penalty: 4338.922852
	Iteration 56Q: 3 clusters Score -704009.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -704016.625000 Penalty: 4338.922852
	Iteration 57Q: 3 clusters Score -704016.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -704022.187500 Penalty: 4338.922852
	Iteration 58Q: 3 clusters Score -704022.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -704030.500000 Penalty: 4338.922852
	Iteration 59Q: 3 clusters Score -704030.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -704032.000000 Penalty: 4338.922852
	Iteration 60F: 3 clusters Score -704032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -704035.875000 Penalty: 4338.922852
	Iteration 61Q: 3 clusters Score -704035.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -704040.000000 Penalty: 4338.922852
	Iteration 62Q: 3 clusters Score -704040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -704041.812500 Penalty: 4338.922852
	Iteration 63Q: 3 clusters Score -704041.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -704043.312500 Penalty: 4338.922852
	Iteration 64Q: 3 clusters Score -704043.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -704045.750000 Penalty: 4338.922852
	Iteration 65Q: 3 clusters Score -704045.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -704046.812500 Penalty: 4338.922852
	Iteration 66Q: 3 clusters Score -704046.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -704047.250000 Penalty: 4338.922852
	Iteration 67Q: 3 clusters Score -704047.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -704047.125000 Penalty: 4338.922852
	Iteration 68Q: 3 clusters Score -704047.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -704047.625000 Penalty: 4338.922852
	Iteration 69Q: 3 clusters Score -704047.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -704047.625000 Penalty: 4338.922852
	Iteration 70F: 3 clusters Score -704047.6 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: -515734.968750 Penalty: 2086.354980
	Iteration 0F: 2 clusters Score -515735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -511544.625000 Penalty: 4172.709961
	Iteration 0F: 3 clusters Score -511544.6 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -512538.375000 Penalty: 4172.709961
	Iteration 1F: 3 clusters Score -512538.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -512941.437500 Penalty: 4172.709961
	Iteration 2F: 3 clusters Score -512941.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -513227.500000 Penalty: 4172.709961
	Iteration 3F: 3 clusters Score -513227.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -513450.406250 Penalty: 4172.709961
	Iteration 4F: 3 clusters Score -513450.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -513615.718750 Penalty: 4172.709961
	Iteration 5F: 3 clusters Score -513615.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -513766.062500 Penalty: 4172.709961
	Iteration 6Q: 3 clusters Score -513766.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -513889.906250 Penalty: 4172.709961
	Iteration 7Q: 3 clusters Score -513889.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -514006.906250 Penalty: 4172.709961
	Iteration 8Q: 3 clusters Score -514006.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -514090.656250 Penalty: 4172.709961
	Iteration 9Q: 3 clusters Score -514090.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -514161.218750 Penalty: 4172.709961
	Iteration 10Q: 3 clusters Score -514161.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -514220.281250 Penalty: 4172.709961
	Iteration 11Q: 3 clusters Score -514220.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -514261.187500 Penalty: 4172.709961
	Iteration 12Q: 3 clusters Score -514261.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -514309.625000 Penalty: 4172.709961
	Iteration 13Q: 3 clusters Score -514309.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -514343.593750 Penalty: 4172.709961
	Iteration 14Q: 3 clusters Score -514343.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -514380.468750 Penalty: 4172.709961
	Iteration 15Q: 3 clusters Score -514380.5 nChanged 52
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: -514416.531250 Penalty: 4172.709961
	Iteration 16Q: 3 clusters Score -514416.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -514440.468750 Penalty: 4172.709961
	Iteration 17Q: 3 clusters Score -514440.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -514460.750000 Penalty: 4172.709961
	Iteration 18Q: 3 clusters Score -514460.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -514471.812500 Penalty: 4172.709961
	Iteration 19Q: 3 clusters Score -514471.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -514481.531250 Penalty: 4172.709961
	Iteration 20F: 3 clusters Score -514481.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -514489.593750 Penalty: 4172.709961
	Iteration 21Q: 3 clusters Score -514489.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -514493.906250 Penalty: 4172.709961
	Iteration 22Q: 3 clusters Score -514493.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -514496.312500 Penalty: 4172.709961
	Iteration 23Q: 3 clusters Score -514496.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -514499.781250 Penalty: 4172.709961
	Iteration 24Q: 3 clusters Score -514499.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -514503.843750 Penalty: 4172.709961
	Iteration 25Q: 3 clusters Score -514503.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -514508.406250 Penalty: 4172.709961
	Iteration 26Q: 3 clusters Score -514508.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -514513.812500 Penalty: 4172.709961
	Iteration 27Q: 3 clusters Score -514513.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -514519.500000 Penalty: 4172.709961
	Iteration 28Q: 3 clusters Score -514519.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -514525.812500 Penalty: 4172.709961
	Iteration 29Q: 3 clusters Score -514525.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -514532.593750 Penalty: 4172.709961
	Iteration 30Q: 3 clusters Score -514532.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -514539.312500 Penalty: 4172.709961
	Iteration 31Q: 3 clusters Score -514539.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -514545.406250 Penalty: 4172.709961
	Iteration 32Q: 3 clusters Score -514545.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -514551.906250 Penalty: 4172.709961
	Iteration 33Q: 3 clusters Score -514551.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -514555.218750 Penalty: 4172.709961
	Iteration 34Q: 3 clusters Score -514555.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -514555.718750 Penalty: 4172.709961
	Iteration 35Q: 3 clusters Score -514555.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -514559.500000 Penalty: 4172.709961
	Iteration 36Q: 3 clusters Score -514559.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -514566.156250 Penalty: 4172.709961
	Iteration 37Q: 3 clusters Score -514566.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -514568.687500 Penalty: 4172.709961
	Iteration 38Q: 3 clusters Score -514568.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -514575.875000 Penalty: 4172.709961
	Iteration 39Q: 3 clusters Score -514575.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -514579.125000 Penalty: 4172.709961
	Iteration 40F: 3 clusters Score -514579.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -514580.625000 Penalty: 4172.709961
	Iteration 41Q: 3 clusters Score -514580.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -514583.656250 Penalty: 4172.709961
	Iteration 42Q: 3 clusters Score -514583.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -514585.843750 Penalty: 4172.709961
	Iteration 43Q: 3 clusters Score -514585.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -514587.406250 Penalty: 4172.709961
	Iteration 44Q: 3 clusters Score -514587.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -514588.093750 Penalty: 4172.709961
	Iteration 45Q: 3 clusters Score -514588.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -514588.500000 Penalty: 4172.709961
	Iteration 46Q: 3 clusters Score -514588.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -514588.375000 Penalty: 4172.709961
	Iteration 47Q: 3 clusters Score -514588.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -514589.687500 Penalty: 4172.709961
	Iteration 48Q: 3 clusters Score -514589.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -514590.250000 Penalty: 4172.709961
	Iteration 49Q: 3 clusters Score -514590.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -514592.406250 Penalty: 4172.709961
	Iteration 50Q: 3 clusters Score -514592.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -514592.562500 Penalty: 4172.709961
	Iteration 51Q: 3 clusters Score -514592.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -514594.125000 Penalty: 4172.709961
	Iteration 52Q: 3 clusters Score -514594.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -514594.125000 Penalty: 4172.709961
	Iteration 53F: 3 clusters Score -514594.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52044 members 
Entering Unmasked Estep 
Score: -6084150.000000 Penalty: 2693.241699
	Iteration 0F: 2 clusters Score -6084150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -6049234.500000 Penalty: 5386.483398
	Iteration 0F: 3 clusters Score -6049234 nChanged 24043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -6062579.500000 Penalty: 5386.483398
	Iteration 1F: 3 clusters Score -6062580 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -6063204.500000 Penalty: 5386.483398
	Iteration 2Q: 3 clusters Score -6063204 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -6063882.000000 Penalty: 5386.483398
	Iteration 3Q: 3 clusters Score -6063882 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -6064710.000000 Penalty: 5386.483398
	Iteration 4Q: 3 clusters Score -6064710 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -6065956.500000 Penalty: 5386.483398
	Iteration 5Q: 3 clusters Score -6065956 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -6067737.500000 Penalty: 5386.483398
	Iteration 6F: 3 clusters Score -6067738 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -6070296.000000 Penalty: 5386.483398
	Iteration 7F: 3 clusters Score -6070296 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -6073481.500000 Penalty: 5386.483398
	Iteration 8F: 3 clusters Score -6073482 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -6076703.500000 Penalty: 5386.483398
	Iteration 9F: 3 clusters Score -6076704 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -6079096.500000 Penalty: 5386.483398
	Iteration 10F: 3 clusters Score -6079096 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -6080476.500000 Penalty: 5386.483398
	Iteration 11Q: 3 clusters Score -6080476 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6081113.500000 Penalty: 5386.483398
	Iteration 12Q: 3 clusters Score -6081114 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6081404.000000 Penalty: 5386.483398
	Iteration 13Q: 3 clusters Score -6081404 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6081563.500000 Penalty: 5386.483398
	Iteration 14Q: 3 clusters Score -6081564 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6081655.000000 Penalty: 5386.483398
	Iteration 15Q: 3 clusters Score -6081655 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6081710.500000 Penalty: 5386.483398
	Iteration 16Q: 3 clusters Score -6081710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51708 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6081752.000000 Penalty: 5386.483398
	Iteration 17Q: 3 clusters Score -6081752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6081775.500000 Penalty: 5386.483398
	Iteration 18Q: 3 clusters Score -6081776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6081792.500000 Penalty: 5386.483398
	Iteration 19Q: 3 clusters Score -6081792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6081809.500000 Penalty: 5386.483398
	Iteration 20F: 3 clusters Score -6081810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6081825.000000 Penalty: 5386.483398
	Iteration 21Q: 3 clusters Score -6081825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6081823.000000 Penalty: 5386.483398
	Iteration 22Q: 3 clusters Score -6081823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51759 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6081826.500000 Penalty: 5386.483398
	Iteration 23Q: 3 clusters Score -6081826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6081832.000000 Penalty: 5386.483398
	Iteration 24Q: 3 clusters Score -6081832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51760 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6081834.500000 Penalty: 5386.483398
	Iteration 25Q: 3 clusters Score -6081834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51760 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6081834.500000 Penalty: 5386.483398
	Iteration 26F: 3 clusters Score -6081834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Entering Unmasked Estep 
Score: -1822683.875000 Penalty: 2387.841309
	Iteration 0F: 2 clusters Score -1822684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1811676.875000 Penalty: 4775.682617
	Iteration 0F: 3 clusters Score -1811677 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1815121.750000 Penalty: 4775.682617
	Iteration 1F: 3 clusters Score -1815122 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1815469.250000 Penalty: 4775.682617
	Iteration 2F: 3 clusters Score -1815469 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1815771.625000 Penalty: 4775.682617
	Iteration 3Q: 3 clusters Score -1815772 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1816061.375000 Penalty: 4775.682617
	Iteration 4Q: 3 clusters Score -1816061 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1816374.625000 Penalty: 4775.682617
	Iteration 5Q: 3 clusters Score -1816375 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1816676.750000 Penalty: 4775.682617
	Iteration 6Q: 3 clusters Score -1816677 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1816985.250000 Penalty: 4775.682617
	Iteration 7Q: 3 clusters Score -1816985 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1817298.250000 Penalty: 4775.682617
	Iteration 8Q: 3 clusters Score -1817298 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1817680.250000 Penalty: 4775.682617
	Iteration 9Q: 3 clusters Score -1817680 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1818145.250000 Penalty: 4775.682617
	Iteration 10Q: 3 clusters Score -1818145 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1818663.875000 Penalty: 4775.682617
	Iteration 11F: 3 clusters Score -1818664 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1819206.000000 Penalty: 4775.682617
	Iteration 12Q: 3 clusters Score -1819206 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1819837.375000 Penalty: 4775.682617
	Iteration 13Q: 3 clusters Score -1819837 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1820330.000000 Penalty: 4775.682617
	Iteration 14Q: 3 clusters Score -1820330 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1820592.000000 Penalty: 4775.682617
	Iteration 15Q: 3 clusters Score -1820592 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1820737.500000 Penalty: 4775.682617
	Iteration 16Q: 3 clusters Score -1820738 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1820843.500000 Penalty: 4775.682617
	Iteration 17Q: 3 clusters Score -1820844 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1820935.125000 Penalty: 4775.682617
	Iteration 18Q: 3 clusters Score -1820935 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1821000.500000 Penalty: 4775.682617
	Iteration 19Q: 3 clusters Score -1821000 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1821058.250000 Penalty: 4775.682617
	Iteration 20F: 3 clusters Score -1821058 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1821085.000000 Penalty: 4775.682617
	Iteration 21Q: 3 clusters Score -1821085 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1821111.750000 Penalty: 4775.682617
	Iteration 22Q: 3 clusters Score -1821112 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1821128.875000 Penalty: 4775.682617
	Iteration 23Q: 3 clusters Score -1821129 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1821160.875000 Penalty: 4775.682617
	Iteration 24Q: 3 clusters Score -1821161 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1821185.250000 Penalty: 4775.682617
	Iteration 25Q: 3 clusters Score -1821185 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1821202.000000 Penalty: 4775.682617
	Iteration 26Q: 3 clusters Score -1821202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1821228.000000 Penalty: 4775.682617
	Iteration 27Q: 3 clusters Score -1821228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1821252.625000 Penalty: 4775.682617
	Iteration 28Q: 3 clusters Score -1821253 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1821265.500000 Penalty: 4775.682617
	Iteration 29Q: 3 clusters Score -1821266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1821272.750000 Penalty: 4775.682617
	Iteration 30Q: 3 clusters Score -1821273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1821288.125000 Penalty: 4775.682617
	Iteration 31Q: 3 clusters Score -1821288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1821294.875000 Penalty: 4775.682617
	Iteration 32Q: 3 clusters Score -1821295 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1821310.000000 Penalty: 4775.682617
	Iteration 33Q: 3 clusters Score -1821310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1821312.125000 Penalty: 4775.682617
	Iteration 34Q: 3 clusters Score -1821312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1821315.875000 Penalty: 4775.682617
	Iteration 35Q: 3 clusters Score -1821316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1821324.500000 Penalty: 4775.682617
	Iteration 36Q: 3 clusters Score -1821324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1821329.750000 Penalty: 4775.682617
	Iteration 37Q: 3 clusters Score -1821330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1821337.000000 Penalty: 4775.682617
	Iteration 38Q: 3 clusters Score -1821337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1821337.500000 Penalty: 4775.682617
	Iteration 39Q: 3 clusters Score -1821338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1821340.500000 Penalty: 4775.682617
	Iteration 40F: 3 clusters Score -1821340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1821341.250000 Penalty: 4775.682617
	Iteration 41Q: 3 clusters Score -1821341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1821341.875000 Penalty: 4775.682617
	Iteration 42Q: 3 clusters Score -1821342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1821343.500000 Penalty: 4775.682617
	Iteration 43Q: 3 clusters Score -1821344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1821344.000000 Penalty: 4775.682617
	Iteration 44Q: 3 clusters Score -1821344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1821344.125000 Penalty: 4775.682617
	Iteration 45Q: 3 clusters Score -1821344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1821345.500000 Penalty: 4775.682617
	Iteration 46Q: 3 clusters Score -1821346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1821349.875000 Penalty: 4775.682617
	Iteration 47Q: 3 clusters Score -1821350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1821349.125000 Penalty: 4775.682617
	Iteration 48Q: 3 clusters Score -1821349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1821349.125000 Penalty: 4775.682617
	Iteration 49F: 3 clusters Score -1821349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (172176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172176 members 
Entering Unmasked Estep 
Score: -20480028.000000 Penalty: 2989.955566
	Iteration 0F: 2 clusters Score -2.048003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85828 members 
Mstep: Class 2 contains 86348 members 
Entering Unmasked Estep 
Score: -20368156.000000 Penalty: 5979.911133
	Iteration 0F: 3 clusters Score -2.036816e+07 nChanged 82705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80315 members 
Mstep: Class 2 contains 91861 members 
Entering Unmasked Estep 
Score: -20417294.000000 Penalty: 5979.911133
	Iteration 1F: 3 clusters Score -2.041729e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76664 members 
Mstep: Class 2 contains 95512 members 
Entering Unmasked Estep 
Score: -20420170.000000 Penalty: 5979.911133
	Iteration 2Q: 3 clusters Score -2.042017e+07 nChanged 9430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70950 members 
Mstep: Class 2 contains 101226 members 
Entering Unmasked Estep 
Score: -20425010.000000 Penalty: 5979.911133
	Iteration 3F: 3 clusters Score -2.042501e+07 nChanged 12145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62369 members 
Mstep: Class 2 contains 109807 members 
Entering Unmasked Estep 
Score: -20432782.000000 Penalty: 5979.911133
	Iteration 4F: 3 clusters Score -2.043278e+07 nChanged 14141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 121028 members 
Entering Unmasked Estep 
Score: -20444422.000000 Penalty: 5979.911133
	Iteration 5F: 3 clusters Score -2.044442e+07 nChanged 13807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 132729 members 
Entering Unmasked Estep 
Score: -20457290.000000 Penalty: 5979.911133
	Iteration 6F: 3 clusters Score -2.045729e+07 nChanged 10702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 141675 members 
Entering Unmasked Estep 
Score: -20468046.000000 Penalty: 5979.911133
	Iteration 7F: 3 clusters Score -2.046805e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 146772 members 
Entering Unmasked Estep 
Score: -20474094.000000 Penalty: 5979.911133
	Iteration 8Q: 3 clusters Score -2.047409e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 149719 members 
Entering Unmasked Estep 
Score: -20476332.000000 Penalty: 5979.911133
	Iteration 9Q: 3 clusters Score -2.047633e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 152026 members 
Entering Unmasked Estep 
Score: -20477290.000000 Penalty: 5979.911133
	Iteration 10Q: 3 clusters Score -2.047729e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 154096 members 
Entering Unmasked Estep 
Score: -20478018.000000 Penalty: 5979.911133
	Iteration 11Q: 3 clusters Score -2.047802e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 155937 members 
Entering Unmasked Estep 
Score: -20478596.000000 Penalty: 5979.911133
	Iteration 12Q: 3 clusters Score -2.04786e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 157527 members 
Entering Unmasked Estep 
Score: -20478938.000000 Penalty: 5979.911133
	Iteration 13Q: 3 clusters Score -2.047894e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 158960 members 
Entering Unmasked Estep 
Score: -20479174.000000 Penalty: 5979.911133
	Iteration 14Q: 3 clusters Score -2.047917e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 160237 members 
Entering Unmasked Estep 
Score: -20479308.000000 Penalty: 5979.911133
	Iteration 15Q: 3 clusters Score -2.047931e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 161338 members 
Entering Unmasked Estep 
Score: -20479384.000000 Penalty: 5979.911133
	Iteration 16Q: 3 clusters Score -2.047938e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 162330 members 
Entering Unmasked Estep 
Score: -20479338.000000 Penalty: 5979.911133
	Iteration 17Q: 3 clusters Score -2.047934e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 163236 members 
Entering Unmasked Estep 
Score: -20479470.000000 Penalty: 5979.911133
	Iteration 18Q: 3 clusters Score -2.047947e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 164049 members 
Entering Unmasked Estep 
Score: -20479528.000000 Penalty: 5979.911133
	Iteration 19Q: 3 clusters Score -2.047953e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 164787 members 
Entering Unmasked Estep 
Score: -20479482.000000 Penalty: 5979.911133
	Iteration 20F: 3 clusters Score -2.047948e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 165458 members 
Entering Unmasked Estep 
Score: -20479568.000000 Penalty: 5979.911133
	Iteration 21Q: 3 clusters Score -2.047957e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 166060 members 
Entering Unmasked Estep 
Score: -20479596.000000 Penalty: 5979.911133
	Iteration 22Q: 3 clusters Score -2.04796e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 166611 members 
Entering Unmasked Estep 
Score: -20479666.000000 Penalty: 5979.911133
	Iteration 23Q: 3 clusters Score -2.047967e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 167041 members 
Entering Unmasked Estep 
Score: -20479616.000000 Penalty: 5979.911133
	Iteration 24Q: 3 clusters Score -2.047962e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 167385 members 
Entering Unmasked Estep 
Score: -20479614.000000 Penalty: 5979.911133
	Iteration 25Q: 3 clusters Score -2.047961e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 167663 members 
Entering Unmasked Estep 
Score: -20479644.000000 Penalty: 5979.911133
	Iteration 26Q: 3 clusters Score -2.047964e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 167904 members 
Entering Unmasked Estep 
Score: -20479706.000000 Penalty: 5979.911133
	Iteration 27Q: 3 clusters Score -2.047971e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 168119 members 
Entering Unmasked Estep 
Score: -20479732.000000 Penalty: 5979.911133
	Iteration 28Q: 3 clusters Score -2.047973e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 168303 members 
Entering Unmasked Estep 
Score: -20479734.000000 Penalty: 5979.911133
	Iteration 29Q: 3 clusters Score -2.047973e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 168450 members 
Entering Unmasked Estep 
Score: -20479718.000000 Penalty: 5979.911133
	Iteration 30Q: 3 clusters Score -2.047972e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 168576 members 
Entering Unmasked Estep 
Score: -20479718.000000 Penalty: 5979.911133
	Iteration 31Q: 3 clusters Score -2.047972e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 168698 members 
Entering Unmasked Estep 
Score: -20479740.000000 Penalty: 5979.911133
	Iteration 32Q: 3 clusters Score -2.047974e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 168809 members 
Entering Unmasked Estep 
Score: -20479698.000000 Penalty: 5979.911133
	Iteration 33Q: 3 clusters Score -2.04797e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 168906 members 
Entering Unmasked Estep 
Score: -20479706.000000 Penalty: 5979.911133
	Iteration 34Q: 3 clusters Score -2.047971e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 168975 members 
Entering Unmasked Estep 
Score: -20479674.000000 Penalty: 5979.911133
	Iteration 35Q: 3 clusters Score -2.047967e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 169047 members 
Entering Unmasked Estep 
Score: -20479654.000000 Penalty: 5979.911133
	Iteration 36Q: 3 clusters Score -2.047965e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 169111 members 
Entering Unmasked Estep 
Score: -20479614.000000 Penalty: 5979.911133
	Iteration 37Q: 3 clusters Score -2.047961e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 169168 members 
Entering Unmasked Estep 
Score: -20479658.000000 Penalty: 5979.911133
	Iteration 38Q: 3 clusters Score -2.047966e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 169220 members 
Entering Unmasked Estep 
Score: -20479652.000000 Penalty: 5979.911133
	Iteration 39Q: 3 clusters Score -2.047965e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 169266 members 
Entering Unmasked Estep 
Score: -20479644.000000 Penalty: 5979.911133
	Iteration 40F: 3 clusters Score -2.047964e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 169306 members 
Entering Unmasked Estep 
Score: -20479628.000000 Penalty: 5979.911133
	Iteration 41Q: 3 clusters Score -2.047963e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 169333 members 
Entering Unmasked Estep 
Score: -20479618.000000 Penalty: 5979.911133
	Iteration 42Q: 3 clusters Score -2.047962e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 169356 members 
Entering Unmasked Estep 
Score: -20479594.000000 Penalty: 5979.911133
	Iteration 43Q: 3 clusters Score -2.047959e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 169376 members 
Entering Unmasked Estep 
Score: -20479608.000000 Penalty: 5979.911133
	Iteration 44Q: 3 clusters Score -2.047961e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 169393 members 
Entering Unmasked Estep 
Score: -20479612.000000 Penalty: 5979.911133
	Iteration 45Q: 3 clusters Score -2.047961e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 169412 members 
Entering Unmasked Estep 
Score: -20479594.000000 Penalty: 5979.911133
	Iteration 46Q: 3 clusters Score -2.047959e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 169438 members 
Entering Unmasked Estep 
Score: -20479602.000000 Penalty: 5979.911133
	Iteration 47Q: 3 clusters Score -2.04796e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 169455 members 
Entering Unmasked Estep 
Score: -20479598.000000 Penalty: 5979.911133
	Iteration 48Q: 3 clusters Score -2.04796e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 169466 members 
Entering Unmasked Estep 
Score: -20479592.000000 Penalty: 5979.911133
	Iteration 49Q: 3 clusters Score -2.047959e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 169479 members 
Entering Unmasked Estep 
Score: -20479590.000000 Penalty: 5979.911133
	Iteration 50Q: 3 clusters Score -2.047959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 169489 members 
Entering Unmasked Estep 
Score: -20479576.000000 Penalty: 5979.911133
	Iteration 51Q: 3 clusters Score -2.047958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 169491 members 
Entering Unmasked Estep 
Score: -20479570.000000 Penalty: 5979.911133
	Iteration 52Q: 3 clusters Score -2.047957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 169498 members 
Entering Unmasked Estep 
Score: -20479582.000000 Penalty: 5979.911133
	Iteration 53Q: 3 clusters Score -2.047958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 169505 members 
Entering Unmasked Estep 
Score: -20479594.000000 Penalty: 5979.911133
	Iteration 54Q: 3 clusters Score -2.047959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 169509 members 
Entering Unmasked Estep 
Score: -20479590.000000 Penalty: 5979.911133
	Iteration 55Q: 3 clusters Score -2.047959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 169511 members 
Entering Unmasked Estep 
Score: -20479596.000000 Penalty: 5979.911133
	Iteration 56Q: 3 clusters Score -2.04796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 169511 members 
Entering Unmasked Estep 
Score: -20479596.000000 Penalty: 5979.911133
	Iteration 57F: 3 clusters Score -2.04796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Entering Unmasked Estep 
Score: -4235894.500000 Penalty: 2596.305176
	Iteration 0F: 2 clusters Score -4235894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -4211944.500000 Penalty: 5192.610352
	Iteration 0F: 3 clusters Score -4211944 nChanged 16011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -4220577.000000 Penalty: 5192.610352
	Iteration 1F: 3 clusters Score -4220577 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -4221170.000000 Penalty: 5192.610352
	Iteration 2Q: 3 clusters Score -4221170 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -4221863.000000 Penalty: 5192.610352
	Iteration 3Q: 3 clusters Score -4221863 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -4222938.500000 Penalty: 5192.610352
	Iteration 4F: 3 clusters Score -4222938 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -4224686.000000 Penalty: 5192.610352
	Iteration 5F: 3 clusters Score -4224686 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -4227247.500000 Penalty: 5192.610352
	Iteration 6F: 3 clusters Score -4227248 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -4230075.000000 Penalty: 5192.610352
	Iteration 7F: 3 clusters Score -4230075 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -4232226.000000 Penalty: 5192.610352
	Iteration 8F: 3 clusters Score -4232226 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -4233399.000000 Penalty: 5192.610352
	Iteration 9Q: 3 clusters Score -4233399 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -4233934.500000 Penalty: 5192.610352
	Iteration 10Q: 3 clusters Score -4233934 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -4234137.000000 Penalty: 5192.610352
	Iteration 11Q: 3 clusters Score -4234137 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -4234255.500000 Penalty: 5192.610352
	Iteration 12Q: 3 clusters Score -4234256 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -4234325.000000 Penalty: 5192.610352
	Iteration 13Q: 3 clusters Score -4234325 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -4234360.500000 Penalty: 5192.610352
	Iteration 14Q: 3 clusters Score -4234360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -4234384.500000 Penalty: 5192.610352
	Iteration 15Q: 3 clusters Score -4234384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -4234401.500000 Penalty: 5192.610352
	Iteration 16Q: 3 clusters Score -4234402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -4234400.500000 Penalty: 5192.610352
	Iteration 17Q: 3 clusters Score -4234400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -4234402.500000 Penalty: 5192.610352
	Iteration 18Q: 3 clusters Score -4234402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -4234406.000000 Penalty: 5192.610352
	Iteration 19Q: 3 clusters Score -4234406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -4234413.500000 Penalty: 5192.610352
	Iteration 20F: 3 clusters Score -4234414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -4234417.500000 Penalty: 5192.610352
	Iteration 21Q: 3 clusters Score -4234418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -4234419.500000 Penalty: 5192.610352
	Iteration 22Q: 3 clusters Score -4234420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -4234429.000000 Penalty: 5192.610352
	Iteration 23Q: 3 clusters Score -4234429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -4234433.500000 Penalty: 5192.610352
	Iteration 24Q: 3 clusters Score -4234434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -4234441.500000 Penalty: 5192.610352
	Iteration 25Q: 3 clusters Score -4234442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -4234442.500000 Penalty: 5192.610352
	Iteration 26Q: 3 clusters Score -4234442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -4234440.500000 Penalty: 5192.610352
	Iteration 27Q: 3 clusters Score -4234440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -4234438.500000 Penalty: 5192.610352
	Iteration 28Q: 3 clusters Score -4234438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -4234439.500000 Penalty: 5192.610352
	Iteration 29Q: 3 clusters Score -4234440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -4234437.500000 Penalty: 5192.610352
	Iteration 30Q: 3 clusters Score -4234438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -4234442.000000 Penalty: 5192.610352
	Iteration 31Q: 3 clusters Score -4234442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -4234440.500000 Penalty: 5192.610352
	Iteration 32Q: 3 clusters Score -4234440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -4234439.000000 Penalty: 5192.610352
	Iteration 33Q: 3 clusters Score -4234439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -4234440.000000 Penalty: 5192.610352
	Iteration 34Q: 3 clusters Score -4234440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -4234445.000000 Penalty: 5192.610352
	Iteration 35Q: 3 clusters Score -4234445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -4234446.000000 Penalty: 5192.610352
	Iteration 36Q: 3 clusters Score -4234446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -4234440.500000 Penalty: 5192.610352
	Iteration 37Q: 3 clusters Score -4234440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -4234440.500000 Penalty: 5192.610352
	Iteration 38F: 3 clusters Score -4234440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217793 members 
Mstep: Class 3 contains 48206 members 
Mstep: Class 4 contains 22348 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36805 members 
Mstep: Class 8 contains 11239 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44394 members 
Mstep: Class 15 contains 6297 members 
Mstep: Class 16 contains 4504 members 
Mstep: Class 17 contains 52044 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172176 members 
Mstep: Class 20 contains 35206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038328.000000 Penalty: 59972.335938
Iteration 319Q: 19 clusters Score -8.003833e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217791 members 
Mstep: Class 3 contains 48202 members 
Mstep: Class 4 contains 22348 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36807 members 
Mstep: Class 8 contains 11236 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44394 members 
Mstep: Class 15 contains 6297 members 
Mstep: Class 16 contains 4506 members 
Mstep: Class 17 contains 52047 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172176 members 
Mstep: Class 20 contains 35208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038312.000000 Penalty: 59972.335938
Iteration 320F: 19 clusters Score -8.003831e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217794 members 
Mstep: Class 3 contains 48197 members 
Mstep: Class 4 contains 22347 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36809 members 
Mstep: Class 8 contains 11238 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44390 members 
Mstep: Class 15 contains 6297 members 
Mstep: Class 16 contains 4507 members 
Mstep: Class 17 contains 52048 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172175 members 
Mstep: Class 20 contains 35210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038240.000000 Penalty: 59972.335938
Iteration 321Q: 19 clusters Score -8.003824e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217788 members 
Mstep: Class 3 contains 48193 members 
Mstep: Class 4 contains 22347 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36812 members 
Mstep: Class 8 contains 11242 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44386 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 4510 members 
Mstep: Class 17 contains 52048 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172177 members 
Mstep: Class 20 contains 35211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038328.000000 Penalty: 59972.335938
Iteration 322Q: 19 clusters Score -8.003833e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217791 members 
Mstep: Class 3 contains 48185 members 
Mstep: Class 4 contains 22347 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36812 members 
Mstep: Class 8 contains 11241 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44388 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 4513 members 
Mstep: Class 17 contains 52048 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172178 members 
Mstep: Class 20 contains 35211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038344.000000 Penalty: 59972.335938
Iteration 323Q: 19 clusters Score -8.003834e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217788 members 
Mstep: Class 3 contains 48176 members 
Mstep: Class 4 contains 22345 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36812 members 
Mstep: Class 8 contains 11240 members 
Mstep: Class 9 contains 4857 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44388 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 4515 members 
Mstep: Class 17 contains 52051 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172188 members 
Mstep: Class 20 contains 35212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038376.000000 Penalty: 59972.335938
Iteration 324Q: 19 clusters Score -8.003838e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217783 members 
Mstep: Class 3 contains 48169 members 
Mstep: Class 4 contains 22343 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36811 members 
Mstep: Class 8 contains 11241 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44388 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 4517 members 
Mstep: Class 17 contains 52051 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172199 members 
Mstep: Class 20 contains 35212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038336.000000 Penalty: 59972.335938
Iteration 325Q: 19 clusters Score -8.003834e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217783 members 
Mstep: Class 3 contains 48162 members 
Mstep: Class 4 contains 22343 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36811 members 
Mstep: Class 8 contains 11243 members 
Mstep: Class 9 contains 4859 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44386 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 4520 members 
Mstep: Class 17 contains 52050 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172203 members 
Mstep: Class 20 contains 35212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038344.000000 Penalty: 59972.335938
Iteration 326Q: 19 clusters Score -8.003834e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217780 members 
Mstep: Class 3 contains 48158 members 
Mstep: Class 4 contains 22343 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36813 members 
Mstep: Class 8 contains 11245 members 
Mstep: Class 9 contains 4861 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44384 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 4523 members 
Mstep: Class 17 contains 52048 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172204 members 
Mstep: Class 20 contains 35213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038360.000000 Penalty: 59972.335938
Iteration 327Q: 19 clusters Score -8.003836e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217772 members 
Mstep: Class 3 contains 48156 members 
Mstep: Class 4 contains 22343 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36815 members 
Mstep: Class 8 contains 11246 members 
Mstep: Class 9 contains 4860 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44384 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 4524 members 
Mstep: Class 17 contains 52050 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172208 members 
Mstep: Class 20 contains 35214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038384.000000 Penalty: 59972.335938
Iteration 328Q: 19 clusters Score -8.003838e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217776 members 
Mstep: Class 3 contains 48152 members 
Mstep: Class 4 contains 22344 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36813 members 
Mstep: Class 8 contains 11246 members 
Mstep: Class 9 contains 4859 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44380 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 4526 members 
Mstep: Class 17 contains 52050 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172211 members 
Mstep: Class 20 contains 35215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038368.000000 Penalty: 59972.335938
Iteration 329Q: 19 clusters Score -8.003837e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217790 members 
Mstep: Class 3 contains 48146 members 
Mstep: Class 4 contains 22344 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36811 members 
Mstep: Class 8 contains 11246 members 
Mstep: Class 9 contains 4859 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44379 members 
Mstep: Class 15 contains 6297 members 
Mstep: Class 16 contains 4530 members 
Mstep: Class 17 contains 52049 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172204 members 
Mstep: Class 20 contains 35215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038384.000000 Penalty: 59972.335938
Iteration 330Q: 19 clusters Score -8.003838e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217793 members 
Mstep: Class 3 contains 48140 members 
Mstep: Class 4 contains 22344 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36810 members 
Mstep: Class 8 contains 11247 members 
Mstep: Class 9 contains 4859 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44376 members 
Mstep: Class 15 contains 6296 members 
Mstep: Class 16 contains 4531 members 
Mstep: Class 17 contains 52051 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172205 members 
Mstep: Class 20 contains 35218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038376.000000 Penalty: 59972.335938
Iteration 331Q: 19 clusters Score -8.003838e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217798 members 
Mstep: Class 3 contains 48131 members 
Mstep: Class 4 contains 22344 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36809 members 
Mstep: Class 8 contains 11250 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44376 members 
Mstep: Class 15 contains 6296 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 52052 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172205 members 
Mstep: Class 20 contains 35218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038352.000000 Penalty: 59972.335938
Iteration 332Q: 19 clusters Score -8.003835e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217810 members 
Mstep: Class 3 contains 48122 members 
Mstep: Class 4 contains 22343 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36810 members 
Mstep: Class 8 contains 11250 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44373 members 
Mstep: Class 15 contains 6296 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 52051 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172204 members 
Mstep: Class 20 contains 35218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038296.000000 Penalty: 59972.335938
Iteration 333Q: 19 clusters Score -8.00383e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217810 members 
Mstep: Class 3 contains 48115 members 
Mstep: Class 4 contains 22342 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36810 members 
Mstep: Class 8 contains 11250 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44373 members 
Mstep: Class 15 contains 6296 members 
Mstep: Class 16 contains 4537 members 
Mstep: Class 17 contains 52053 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172208 members 
Mstep: Class 20 contains 35218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038304.000000 Penalty: 59972.335938
Iteration 334Q: 19 clusters Score -8.00383e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217813 members 
Mstep: Class 3 contains 48108 members 
Mstep: Class 4 contains 22343 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36811 members 
Mstep: Class 8 contains 11251 members 
Mstep: Class 9 contains 4859 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44370 members 
Mstep: Class 15 contains 6296 members 
Mstep: Class 16 contains 4539 members 
Mstep: Class 17 contains 52052 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172210 members 
Mstep: Class 20 contains 35218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038264.000000 Penalty: 59972.335938
Iteration 335Q: 19 clusters Score -8.003826e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217810 members 
Mstep: Class 3 contains 48106 members 
Mstep: Class 4 contains 22344 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36811 members 
Mstep: Class 8 contains 11251 members 
Mstep: Class 9 contains 4859 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44362 members 
Mstep: Class 15 contains 6296 members 
Mstep: Class 16 contains 4542 members 
Mstep: Class 17 contains 52050 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172220 members 
Mstep: Class 20 contains 35218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038280.000000 Penalty: 59972.335938
Iteration 336Q: 19 clusters Score -8.003828e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217808 members 
Mstep: Class 3 contains 48103 members 
Mstep: Class 4 contains 22344 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36811 members 
Mstep: Class 8 contains 11255 members 
Mstep: Class 9 contains 4859 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44356 members 
Mstep: Class 15 contains 6295 members 
Mstep: Class 16 contains 4546 members 
Mstep: Class 17 contains 52048 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172225 members 
Mstep: Class 20 contains 35219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038240.000000 Penalty: 59972.335938
Iteration 337Q: 19 clusters Score -8.003824e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217803 members 
Mstep: Class 3 contains 48096 members 
Mstep: Class 4 contains 22345 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36811 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44352 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4551 members 
Mstep: Class 17 contains 52047 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172235 members 
Mstep: Class 20 contains 35219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038264.000000 Penalty: 59972.335938
Iteration 338Q: 19 clusters Score -8.003826e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217810 members 
Mstep: Class 3 contains 48087 members 
Mstep: Class 4 contains 22345 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36810 members 
Mstep: Class 8 contains 11259 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44354 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4554 members 
Mstep: Class 17 contains 52045 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172234 members 
Mstep: Class 20 contains 35219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038208.000000 Penalty: 59972.335938
Iteration 339Q: 19 clusters Score -8.003821e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217802 members 
Mstep: Class 3 contains 48081 members 
Mstep: Class 4 contains 22345 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36810 members 
Mstep: Class 8 contains 11259 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44354 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4556 members 
Mstep: Class 17 contains 52049 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172241 members 
Mstep: Class 20 contains 35220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038232.000000 Penalty: 59972.335938
Iteration 340F: 19 clusters Score -8.003823e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217804 members 
Mstep: Class 3 contains 48075 members 
Mstep: Class 4 contains 22346 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36813 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44352 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4557 members 
Mstep: Class 17 contains 52050 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172243 members 
Mstep: Class 20 contains 35219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038232.000000 Penalty: 59972.335938
Iteration 341Q: 19 clusters Score -8.003823e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217802 members 
Mstep: Class 3 contains 48069 members 
Mstep: Class 4 contains 22347 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36814 members 
Mstep: Class 8 contains 11257 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44350 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52052 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172249 members 
Mstep: Class 20 contains 35219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038176.000000 Penalty: 59972.335938
Iteration 342Q: 19 clusters Score -8.003818e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217800 members 
Mstep: Class 3 contains 48061 members 
Mstep: Class 4 contains 22348 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36814 members 
Mstep: Class 8 contains 11260 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44356 members 
Mstep: Class 15 contains 6293 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52053 members 
Mstep: Class 18 contains 15190 members 
Mstep: Class 19 contains 172249 members 
Mstep: Class 20 contains 35219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038192.000000 Penalty: 59972.335938
Iteration 343Q: 19 clusters Score -8.003819e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217801 members 
Mstep: Class 3 contains 48054 members 
Mstep: Class 4 contains 22350 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36814 members 
Mstep: Class 8 contains 11262 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44357 members 
Mstep: Class 15 contains 6293 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52052 members 
Mstep: Class 18 contains 15189 members 
Mstep: Class 19 contains 172253 members 
Mstep: Class 20 contains 35218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038240.000000 Penalty: 59972.335938
Iteration 344Q: 19 clusters Score -8.003824e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217806 members 
Mstep: Class 3 contains 48052 members 
Mstep: Class 4 contains 22350 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36815 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44358 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52053 members 
Mstep: Class 18 contains 15189 members 
Mstep: Class 19 contains 172246 members 
Mstep: Class 20 contains 35218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038232.000000 Penalty: 59972.335938
Iteration 345Q: 19 clusters Score -8.003823e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217802 members 
Mstep: Class 3 contains 48051 members 
Mstep: Class 4 contains 22349 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36815 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44358 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52052 members 
Mstep: Class 18 contains 15189 members 
Mstep: Class 19 contains 172253 members 
Mstep: Class 20 contains 35218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038264.000000 Penalty: 59972.335938
Iteration 346Q: 19 clusters Score -8.003826e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217796 members 
Mstep: Class 3 contains 48045 members 
Mstep: Class 4 contains 22349 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36815 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44359 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52055 members 
Mstep: Class 18 contains 15189 members 
Mstep: Class 19 contains 172260 members 
Mstep: Class 20 contains 35219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038296.000000 Penalty: 59972.335938
Iteration 347Q: 19 clusters Score -8.00383e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217788 members 
Mstep: Class 3 contains 48042 members 
Mstep: Class 4 contains 22349 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36815 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44359 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52058 members 
Mstep: Class 18 contains 15188 members 
Mstep: Class 19 contains 172270 members 
Mstep: Class 20 contains 35218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038320.000000 Penalty: 59972.335938
Iteration 348Q: 19 clusters Score -8.003832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217791 members 
Mstep: Class 3 contains 48041 members 
Mstep: Class 4 contains 22349 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36814 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44359 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52056 members 
Mstep: Class 18 contains 15188 members 
Mstep: Class 19 contains 172272 members 
Mstep: Class 20 contains 35217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038304.000000 Penalty: 59972.335938
Iteration 349Q: 19 clusters Score -8.00383e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217794 members 
Mstep: Class 3 contains 48040 members 
Mstep: Class 4 contains 22349 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36816 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44358 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52056 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172271 members 
Mstep: Class 20 contains 35216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038320.000000 Penalty: 59972.335938
Iteration 350Q: 19 clusters Score -8.003832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217802 members 
Mstep: Class 3 contains 48037 members 
Mstep: Class 4 contains 22349 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36816 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44358 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52055 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172268 members 
Mstep: Class 20 contains 35215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038288.000000 Penalty: 59972.335938
Iteration 351Q: 19 clusters Score -8.003829e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217803 members 
Mstep: Class 3 contains 48032 members 
Mstep: Class 4 contains 22350 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36816 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44358 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52055 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172270 members 
Mstep: Class 20 contains 35216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038272.000000 Penalty: 59972.335938
Iteration 352Q: 19 clusters Score -8.003827e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217807 members 
Mstep: Class 3 contains 48030 members 
Mstep: Class 4 contains 22349 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36816 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44357 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52055 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172271 members 
Mstep: Class 20 contains 35216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038216.000000 Penalty: 59972.335938
Iteration 353Q: 19 clusters Score -8.003822e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217810 members 
Mstep: Class 3 contains 48027 members 
Mstep: Class 4 contains 22351 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36815 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44357 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52055 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172269 members 
Mstep: Class 20 contains 35216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038216.000000 Penalty: 59972.335938
Iteration 354Q: 19 clusters Score -8.003822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217805 members 
Mstep: Class 3 contains 48026 members 
Mstep: Class 4 contains 22351 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36816 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44356 members 
Mstep: Class 15 contains 6293 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52055 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172275 members 
Mstep: Class 20 contains 35215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038224.000000 Penalty: 59972.335938
Iteration 355Q: 19 clusters Score -8.003822e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217801 members 
Mstep: Class 3 contains 48026 members 
Mstep: Class 4 contains 22351 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36815 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44357 members 
Mstep: Class 15 contains 6293 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52056 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172278 members 
Mstep: Class 20 contains 35215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038208.000000 Penalty: 59972.335938
Iteration 356Q: 19 clusters Score -8.003821e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217799 members 
Mstep: Class 3 contains 48025 members 
Mstep: Class 4 contains 22350 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36819 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44357 members 
Mstep: Class 15 contains 6293 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52057 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172277 members 
Mstep: Class 20 contains 35215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038256.000000 Penalty: 59972.335938
Iteration 357Q: 19 clusters Score -8.003826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217797 members 
Mstep: Class 3 contains 48024 members 
Mstep: Class 4 contains 22349 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36820 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44356 members 
Mstep: Class 15 contains 6293 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52057 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172282 members 
Mstep: Class 20 contains 35214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038208.000000 Penalty: 59972.335938
Iteration 358Q: 19 clusters Score -8.003821e+07 nChanged 10
Entering ConstructFrom: 
Score: -80038208.000000 Penalty: 59972.335938
Entering ConstructFrom: 
Trying to split cluster 1 (1884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Entering Unmasked Estep 
Score: -202471.781250 Penalty: 1870.205811
	Iteration 0F: 2 clusters Score -202471.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -199944.687500 Penalty: 3740.411621
	Iteration 0F: 3 clusters Score -199944.7 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -200551.906250 Penalty: 3740.411621
	Iteration 1F: 3 clusters Score -200551.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -200814.375000 Penalty: 3740.411621
	Iteration 2F: 3 clusters Score -200814.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -201079.203125 Penalty: 3740.411621
	Iteration 3F: 3 clusters Score -201079.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -201474.796875 Penalty: 3740.411621
	Iteration 4F: 3 clusters Score -201474.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -202007.234375 Penalty: 3740.411621
	Iteration 5F: 3 clusters Score -202007.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -202528.687500 Penalty: 3740.411621
	Iteration 6F: 3 clusters Score -202528.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -202745.437500 Penalty: 3740.411621
	Iteration 7Q: 3 clusters Score -202745.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -202797.296875 Penalty: 3740.411621
	Iteration 8Q: 3 clusters Score -202797.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -202822.656250 Penalty: 3740.411621
	Iteration 9Q: 3 clusters Score -202822.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -202829.875000 Penalty: 3740.411621
	Iteration 10Q: 3 clusters Score -202829.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -202833.140625 Penalty: 3740.411621
	Iteration 11Q: 3 clusters Score -202833.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -202835.187500 Penalty: 3740.411621
	Iteration 12Q: 3 clusters Score -202835.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -202839.031250 Penalty: 3740.411621
	Iteration 13Q: 3 clusters Score -202839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -202852.312500 Penalty: 3740.411621
	Iteration 14Q: 3 clusters Score -202852.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -202855.281250 Penalty: 3740.411621
	Iteration 15Q: 3 clusters Score -202855.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -202856.750000 Penalty: 3740.411621
	Iteration 16Q: 3 clusters Score -202856.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -202860.734375 Penalty: 3740.411621
	Iteration 17Q: 3 clusters Score -202860.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -202860.734375 Penalty: 3740.411621
	Iteration 18F: 3 clusters Score -202860.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 217798 members 
Mstep: Class 3 contains 48024 members 
Mstep: Class 4 contains 22349 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36820 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 12 contains 1019 members 
Mstep: Class 14 contains 44354 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52057 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172282 members 
Mstep: Class 20 contains 35214 members 
Entering Unmasked Estep 
Score: -80037056.000000 Penalty: 63304.132812
Splitting cluster 1 changes total score from -80038208.000000 to -80037056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (217798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217798 members 
Entering Unmasked Estep 
Score: -25952304.000000 Penalty: 3048.248291
	Iteration 0F: 2 clusters Score -2.59523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109211 members 
Mstep: Class 2 contains 108587 members 
Entering Unmasked Estep 
Score: -25817626.000000 Penalty: 6096.496582
	Iteration 0F: 3 clusters Score -2.581763e+07 nChanged 105019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116170 members 
Mstep: Class 2 contains 101628 members 
Entering Unmasked Estep 
Score: -25878506.000000 Penalty: 6096.496582
	Iteration 1F: 3 clusters Score -2.587851e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119884 members 
Mstep: Class 2 contains 97914 members 
Entering Unmasked Estep 
Score: -25879970.000000 Penalty: 6096.496582
	Iteration 2Q: 3 clusters Score -2.587997e+07 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125215 members 
Mstep: Class 2 contains 92583 members 
Entering Unmasked Estep 
Score: -25882204.000000 Penalty: 6096.496582
	Iteration 3Q: 3 clusters Score -2.58822e+07 nChanged 11507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132550 members 
Mstep: Class 2 contains 85248 members 
Entering Unmasked Estep 
Score: -25885708.000000 Penalty: 6096.496582
	Iteration 4F: 3 clusters Score -2.588571e+07 nChanged 13918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141660 members 
Mstep: Class 2 contains 76138 members 
Entering Unmasked Estep 
Score: -25891556.000000 Penalty: 6096.496582
	Iteration 5F: 3 clusters Score -2.589156e+07 nChanged 15596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150752 members 
Mstep: Class 2 contains 67046 members 
Entering Unmasked Estep 
Score: -25900476.000000 Penalty: 6096.496582
	Iteration 6F: 3 clusters Score -2.590048e+07 nChanged 15672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156946 members 
Mstep: Class 2 contains 60852 members 
Entering Unmasked Estep 
Score: -25910804.000000 Penalty: 6096.496582
	Iteration 7F: 3 clusters Score -2.59108e+07 nChanged 14453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158163 members 
Mstep: Class 2 contains 59635 members 
Entering Unmasked Estep 
Score: -25919310.000000 Penalty: 6096.496582
	Iteration 8F: 3 clusters Score -2.591931e+07 nChanged 11591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155684 members 
Mstep: Class 2 contains 62114 members 
Entering Unmasked Estep 
Score: -25922798.000000 Penalty: 6096.496582
	Iteration 9F: 3 clusters Score -2.59228e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151860 members 
Mstep: Class 2 contains 65938 members 
Entering Unmasked Estep 
Score: -25923664.000000 Penalty: 6096.496582
	Iteration 10Q: 3 clusters Score -2.592366e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147607 members 
Mstep: Class 2 contains 70191 members 
Entering Unmasked Estep 
Score: -25924420.000000 Penalty: 6096.496582
	Iteration 11Q: 3 clusters Score -2.592442e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143156 members 
Mstep: Class 2 contains 74642 members 
Entering Unmasked Estep 
Score: -25925276.000000 Penalty: 6096.496582
	Iteration 12Q: 3 clusters Score -2.592528e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138394 members 
Mstep: Class 2 contains 79404 members 
Entering Unmasked Estep 
Score: -25926690.000000 Penalty: 6096.496582
	Iteration 13Q: 3 clusters Score -2.592669e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133447 members 
Mstep: Class 2 contains 84351 members 
Entering Unmasked Estep 
Score: -25928106.000000 Penalty: 6096.496582
	Iteration 14Q: 3 clusters Score -2.592811e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128323 members 
Mstep: Class 2 contains 89475 members 
Entering Unmasked Estep 
Score: -25929664.000000 Penalty: 6096.496582
	Iteration 15Q: 3 clusters Score -2.592966e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123333 members 
Mstep: Class 2 contains 94465 members 
Entering Unmasked Estep 
Score: -25931076.000000 Penalty: 6096.496582
	Iteration 16Q: 3 clusters Score -2.593108e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118350 members 
Mstep: Class 2 contains 99448 members 
Entering Unmasked Estep 
Score: -25932798.000000 Penalty: 6096.496582
	Iteration 17Q: 3 clusters Score -2.59328e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113125 members 
Mstep: Class 2 contains 104673 members 
Entering Unmasked Estep 
Score: -25934364.000000 Penalty: 6096.496582
	Iteration 18Q: 3 clusters Score -2.593436e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107794 members 
Mstep: Class 2 contains 110004 members 
Entering Unmasked Estep 
Score: -25935632.000000 Penalty: 6096.496582
	Iteration 19Q: 3 clusters Score -2.593563e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102630 members 
Mstep: Class 2 contains 115168 members 
Entering Unmasked Estep 
Score: -25936302.000000 Penalty: 6096.496582
	Iteration 20F: 3 clusters Score -2.59363e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97686 members 
Mstep: Class 2 contains 120112 members 
Entering Unmasked Estep 
Score: -25936614.000000 Penalty: 6096.496582
	Iteration 21Q: 3 clusters Score -2.593661e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93477 members 
Mstep: Class 2 contains 124321 members 
Entering Unmasked Estep 
Score: -25936576.000000 Penalty: 6096.496582
	Iteration 22Q: 3 clusters Score -2.593658e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89960 members 
Mstep: Class 2 contains 127838 members 
Entering Unmasked Estep 
Score: -25936834.000000 Penalty: 6096.496582
	Iteration 23Q: 3 clusters Score -2.593683e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86397 members 
Mstep: Class 2 contains 131401 members 
Entering Unmasked Estep 
Score: -25936974.000000 Penalty: 6096.496582
	Iteration 24Q: 3 clusters Score -2.593697e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82826 members 
Mstep: Class 2 contains 134972 members 
Entering Unmasked Estep 
Score: -25936896.000000 Penalty: 6096.496582
	Iteration 25Q: 3 clusters Score -2.59369e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79239 members 
Mstep: Class 2 contains 138559 members 
Entering Unmasked Estep 
Score: -25936786.000000 Penalty: 6096.496582
	Iteration 26Q: 3 clusters Score -2.593679e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75636 members 
Mstep: Class 2 contains 142162 members 
Entering Unmasked Estep 
Score: -25936506.000000 Penalty: 6096.496582
	Iteration 27Q: 3 clusters Score -2.593651e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71969 members 
Mstep: Class 2 contains 145829 members 
Entering Unmasked Estep 
Score: -25936404.000000 Penalty: 6096.496582
	Iteration 28Q: 3 clusters Score -2.59364e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68258 members 
Mstep: Class 2 contains 149540 members 
Entering Unmasked Estep 
Score: -25936192.000000 Penalty: 6096.496582
	Iteration 29Q: 3 clusters Score -2.593619e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64511 members 
Mstep: Class 2 contains 153287 members 
Entering Unmasked Estep 
Score: -25935922.000000 Penalty: 6096.496582
	Iteration 30Q: 3 clusters Score -2.593592e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60853 members 
Mstep: Class 2 contains 156945 members 
Entering Unmasked Estep 
Score: -25935948.000000 Penalty: 6096.496582
	Iteration 31Q: 3 clusters Score -2.593595e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57065 members 
Mstep: Class 2 contains 160733 members 
Entering Unmasked Estep 
Score: -25935856.000000 Penalty: 6096.496582
	Iteration 32Q: 3 clusters Score -2.593586e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 164509 members 
Entering Unmasked Estep 
Score: -25935840.000000 Penalty: 6096.496582
	Iteration 33Q: 3 clusters Score -2.593584e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 168210 members 
Entering Unmasked Estep 
Score: -25936098.000000 Penalty: 6096.496582
	Iteration 34Q: 3 clusters Score -2.59361e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 171932 members 
Entering Unmasked Estep 
Score: -25936210.000000 Penalty: 6096.496582
	Iteration 35Q: 3 clusters Score -2.593621e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 175483 members 
Entering Unmasked Estep 
Score: -25936384.000000 Penalty: 6096.496582
	Iteration 36Q: 3 clusters Score -2.593638e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 179008 members 
Entering Unmasked Estep 
Score: -25936370.000000 Penalty: 6096.496582
	Iteration 37Q: 3 clusters Score -2.593637e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 182466 members 
Entering Unmasked Estep 
Score: -25936598.000000 Penalty: 6096.496582
	Iteration 38Q: 3 clusters Score -2.59366e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 185661 members 
Entering Unmasked Estep 
Score: -25937030.000000 Penalty: 6096.496582
	Iteration 39Q: 3 clusters Score -2.593703e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 188707 members 
Entering Unmasked Estep 
Score: -25937410.000000 Penalty: 6096.496582
	Iteration 40F: 3 clusters Score -2.593741e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 191562 members 
Entering Unmasked Estep 
Score: -25940314.000000 Penalty: 6096.496582
	Iteration 41Q: 3 clusters Score -2.594031e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 194286 members 
Entering Unmasked Estep 
Score: -25942980.000000 Penalty: 6096.496582
	Iteration 42Q: 3 clusters Score -2.594298e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 196766 members 
Entering Unmasked Estep 
Score: -25945236.000000 Penalty: 6096.496582
	Iteration 43Q: 3 clusters Score -2.594524e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 199208 members 
Entering Unmasked Estep 
Score: -25946994.000000 Penalty: 6096.496582
	Iteration 44Q: 3 clusters Score -2.594699e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 201469 members 
Entering Unmasked Estep 
Score: -25948276.000000 Penalty: 6096.496582
	Iteration 45Q: 3 clusters Score -2.594828e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 203494 members 
Entering Unmasked Estep 
Score: -25949470.000000 Penalty: 6096.496582
	Iteration 46Q: 3 clusters Score -2.594947e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 205438 members 
Entering Unmasked Estep 
Score: -25950330.000000 Penalty: 6096.496582
	Iteration 47Q: 3 clusters Score -2.595033e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 207217 members 
Entering Unmasked Estep 
Score: -25951090.000000 Penalty: 6096.496582
	Iteration 48Q: 3 clusters Score -2.595109e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 208860 members 
Entering Unmasked Estep 
Score: -25951644.000000 Penalty: 6096.496582
	Iteration 49Q: 3 clusters Score -2.595164e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 210302 members 
Entering Unmasked Estep 
Score: -25951930.000000 Penalty: 6096.496582
	Iteration 50Q: 3 clusters Score -2.595193e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 211582 members 
Entering Unmasked Estep 
Score: -25951824.000000 Penalty: 6096.496582
	Iteration 51Q: 3 clusters Score -2.595182e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 212566 members 
Entering Unmasked Estep 
Score: -25951716.000000 Penalty: 6096.496582
	Iteration 52Q: 3 clusters Score -2.595172e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 213356 members 
Entering Unmasked Estep 
Score: -25951514.000000 Penalty: 6096.496582
	Iteration 53Q: 3 clusters Score -2.595151e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 213984 members 
Entering Unmasked Estep 
Score: -25951336.000000 Penalty: 6096.496582
	Iteration 54Q: 3 clusters Score -2.595134e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 214467 members 
Entering Unmasked Estep 
Score: -25951238.000000 Penalty: 6096.496582
	Iteration 55Q: 3 clusters Score -2.595124e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 214824 members 
Entering Unmasked Estep 
Score: -25951148.000000 Penalty: 6096.496582
	Iteration 56Q: 3 clusters Score -2.595115e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 215093 members 
Entering Unmasked Estep 
Score: -25951066.000000 Penalty: 6096.496582
	Iteration 57Q: 3 clusters Score -2.595107e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 215321 members 
Entering Unmasked Estep 
Score: -25951024.000000 Penalty: 6096.496582
	Iteration 58Q: 3 clusters Score -2.595102e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 215486 members 
Entering Unmasked Estep 
Score: -25951016.000000 Penalty: 6096.496582
	Iteration 59Q: 3 clusters Score -2.595102e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 215621 members 
Entering Unmasked Estep 
Score: -25950936.000000 Penalty: 6096.496582
	Iteration 60F: 3 clusters Score -2.595094e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 215712 members 
Entering Unmasked Estep 
Score: -25950966.000000 Penalty: 6096.496582
	Iteration 61Q: 3 clusters Score -2.595097e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 215794 members 
Entering Unmasked Estep 
Score: -25950938.000000 Penalty: 6096.496582
	Iteration 62Q: 3 clusters Score -2.595094e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 215878 members 
Entering Unmasked Estep 
Score: -25950974.000000 Penalty: 6096.496582
	Iteration 63Q: 3 clusters Score -2.595097e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 215961 members 
Entering Unmasked Estep 
Score: -25950890.000000 Penalty: 6096.496582
	Iteration 64Q: 3 clusters Score -2.595089e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 216028 members 
Entering Unmasked Estep 
Score: -25950906.000000 Penalty: 6096.496582
	Iteration 65Q: 3 clusters Score -2.595091e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 216075 members 
Entering Unmasked Estep 
Score: -25950906.000000 Penalty: 6096.496582
	Iteration 66Q: 3 clusters Score -2.595091e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 216111 members 
Entering Unmasked Estep 
Score: -25950902.000000 Penalty: 6096.496582
	Iteration 67Q: 3 clusters Score -2.59509e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 216150 members 
Entering Unmasked Estep 
Score: -25950874.000000 Penalty: 6096.496582
	Iteration 68Q: 3 clusters Score -2.595087e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 216184 members 
Entering Unmasked Estep 
Score: -25950872.000000 Penalty: 6096.496582
	Iteration 69Q: 3 clusters Score -2.595087e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 216207 members 
Entering Unmasked Estep 
Score: -25950838.000000 Penalty: 6096.496582
	Iteration 70Q: 3 clusters Score -2.595084e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 216236 members 
Entering Unmasked Estep 
Score: -25950820.000000 Penalty: 6096.496582
	Iteration 71Q: 3 clusters Score -2.595082e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 216264 members 
Entering Unmasked Estep 
Score: -25950840.000000 Penalty: 6096.496582
	Iteration 72Q: 3 clusters Score -2.595084e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 216279 members 
Entering Unmasked Estep 
Score: -25950840.000000 Penalty: 6096.496582
	Iteration 73Q: 3 clusters Score -2.595084e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 216294 members 
Entering Unmasked Estep 
Score: -25950840.000000 Penalty: 6096.496582
	Iteration 74Q: 3 clusters Score -2.595084e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 216315 members 
Entering Unmasked Estep 
Score: -25950816.000000 Penalty: 6096.496582
	Iteration 75Q: 3 clusters Score -2.595082e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 216335 members 
Entering Unmasked Estep 
Score: -25950820.000000 Penalty: 6096.496582
	Iteration 76Q: 3 clusters Score -2.595082e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 216350 members 
Entering Unmasked Estep 
Score: -25950826.000000 Penalty: 6096.496582
	Iteration 77Q: 3 clusters Score -2.595083e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 216358 members 
Entering Unmasked Estep 
Score: -25950846.000000 Penalty: 6096.496582
	Iteration 78Q: 3 clusters Score -2.595085e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 216372 members 
Entering Unmasked Estep 
Score: -25950832.000000 Penalty: 6096.496582
	Iteration 79Q: 3 clusters Score -2.595083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 216380 members 
Entering Unmasked Estep 
Score: -25950850.000000 Penalty: 6096.496582
	Iteration 80F: 3 clusters Score -2.595085e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 216389 members 
Entering Unmasked Estep 
Score: -25950846.000000 Penalty: 6096.496582
	Iteration 81Q: 3 clusters Score -2.595085e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 216400 members 
Entering Unmasked Estep 
Score: -25950850.000000 Penalty: 6096.496582
	Iteration 82Q: 3 clusters Score -2.595085e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 216414 members 
Entering Unmasked Estep 
Score: -25950858.000000 Penalty: 6096.496582
	Iteration 83Q: 3 clusters Score -2.595086e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 216420 members 
Entering Unmasked Estep 
Score: -25950826.000000 Penalty: 6096.496582
	Iteration 84Q: 3 clusters Score -2.595083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 216430 members 
Entering Unmasked Estep 
Score: -25950822.000000 Penalty: 6096.496582
	Iteration 85Q: 3 clusters Score -2.595082e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 216444 members 
Entering Unmasked Estep 
Score: -25950804.000000 Penalty: 6096.496582
	Iteration 86Q: 3 clusters Score -2.59508e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 216453 members 
Entering Unmasked Estep 
Score: -25950822.000000 Penalty: 6096.496582
	Iteration 87Q: 3 clusters Score -2.595082e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 216467 members 
Entering Unmasked Estep 
Score: -25950796.000000 Penalty: 6096.496582
	Iteration 88Q: 3 clusters Score -2.59508e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 216475 members 
Entering Unmasked Estep 
Score: -25950788.000000 Penalty: 6096.496582
	Iteration 89Q: 3 clusters Score -2.595079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 216476 members 
Entering Unmasked Estep 
Score: -25950800.000000 Penalty: 6096.496582
	Iteration 90Q: 3 clusters Score -2.59508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 216480 members 
Entering Unmasked Estep 
Score: -25950798.000000 Penalty: 6096.496582
	Iteration 91Q: 3 clusters Score -2.59508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 216483 members 
Entering Unmasked Estep 
Score: -25950780.000000 Penalty: 6096.496582
	Iteration 92Q: 3 clusters Score -2.595078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 216483 members 
Entering Unmasked Estep 
Score: -25950788.000000 Penalty: 6096.496582
	Iteration 93Q: 3 clusters Score -2.595079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 216485 members 
Entering Unmasked Estep 
Score: -25950788.000000 Penalty: 6096.496582
	Iteration 94Q: 3 clusters Score -2.595079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 216490 members 
Entering Unmasked Estep 
Score: -25950778.000000 Penalty: 6096.496582
	Iteration 95Q: 3 clusters Score -2.595078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 216498 members 
Entering Unmasked Estep 
Score: -25950772.000000 Penalty: 6096.496582
	Iteration 96Q: 3 clusters Score -2.595077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 216505 members 
Entering Unmasked Estep 
Score: -25950764.000000 Penalty: 6096.496582
	Iteration 97Q: 3 clusters Score -2.595076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 216507 members 
Entering Unmasked Estep 
Score: -25950758.000000 Penalty: 6096.496582
	Iteration 98Q: 3 clusters Score -2.595076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 216510 members 
Entering Unmasked Estep 
Score: -25950772.000000 Penalty: 6096.496582
	Iteration 99Q: 3 clusters Score -2.595077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 216515 members 
Entering Unmasked Estep 
Score: -25950790.000000 Penalty: 6096.496582
	Iteration 100F: 3 clusters Score -2.595079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 216518 members 
Entering Unmasked Estep 
Score: -25950786.000000 Penalty: 6096.496582
	Iteration 101Q: 3 clusters Score -2.595079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 216522 members 
Entering Unmasked Estep 
Score: -25950798.000000 Penalty: 6096.496582
	Iteration 102Q: 3 clusters Score -2.59508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 216529 members 
Entering Unmasked Estep 
Score: -25950784.000000 Penalty: 6096.496582
	Iteration 103Q: 3 clusters Score -2.595078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 216535 members 
Entering Unmasked Estep 
Score: -25950766.000000 Penalty: 6096.496582
	Iteration 104Q: 3 clusters Score -2.595077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 216535 members 
Entering Unmasked Estep 
Score: -25950754.000000 Penalty: 6096.496582
	Iteration 105Q: 3 clusters Score -2.595075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 216536 members 
Entering Unmasked Estep 
Score: -25950754.000000 Penalty: 6096.496582
	Iteration 106Q: 3 clusters Score -2.595075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 216537 members 
Entering Unmasked Estep 
Score: -25950760.000000 Penalty: 6096.496582
	Iteration 107Q: 3 clusters Score -2.595076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 216538 members 
Entering Unmasked Estep 
Score: -25950746.000000 Penalty: 6096.496582
	Iteration 108Q: 3 clusters Score -2.595075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 216537 members 
Entering Unmasked Estep 
Score: -25950758.000000 Penalty: 6096.496582
	Iteration 109Q: 3 clusters Score -2.595076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 216538 members 
Entering Unmasked Estep 
Score: -25950756.000000 Penalty: 6096.496582
	Iteration 110Q: 3 clusters Score -2.595076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 216538 members 
Entering Unmasked Estep 
Score: -25950758.000000 Penalty: 6096.496582
	Iteration 111Q: 3 clusters Score -2.595076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 216540 members 
Entering Unmasked Estep 
Score: -25950760.000000 Penalty: 6096.496582
	Iteration 112Q: 3 clusters Score -2.595076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 216542 members 
Entering Unmasked Estep 
Score: -25950752.000000 Penalty: 6096.496582
	Iteration 113Q: 3 clusters Score -2.595075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 216541 members 
Entering Unmasked Estep 
Score: -25950746.000000 Penalty: 6096.496582
	Iteration 114Q: 3 clusters Score -2.595075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 216540 members 
Entering Unmasked Estep 
Score: -25950744.000000 Penalty: 6096.496582
	Iteration 115Q: 3 clusters Score -2.595074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 216541 members 
Entering Unmasked Estep 
Score: -25950754.000000 Penalty: 6096.496582
	Iteration 116Q: 3 clusters Score -2.595075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 216541 members 
Entering Unmasked Estep 
Score: -25950754.000000 Penalty: 6096.496582
	Iteration 117F: 3 clusters Score -2.595075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Entering Unmasked Estep 
Score: -5758683.500000 Penalty: 2673.305176
	Iteration 0F: 2 clusters Score -5758684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -5726355.500000 Penalty: 5346.610352
	Iteration 0F: 3 clusters Score -5726356 nChanged 22206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -5738560.000000 Penalty: 5346.610352
	Iteration 1F: 3 clusters Score -5738560 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -5739056.000000 Penalty: 5346.610352
	Iteration 2Q: 3 clusters Score -5739056 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -5739578.000000 Penalty: 5346.610352
	Iteration 3Q: 3 clusters Score -5739578 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -5740146.500000 Penalty: 5346.610352
	Iteration 4Q: 3 clusters Score -5740146 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -5740870.000000 Penalty: 5346.610352
	Iteration 5Q: 3 clusters Score -5740870 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -5741781.500000 Penalty: 5346.610352
	Iteration 6Q: 3 clusters Score -5741782 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -5742949.000000 Penalty: 5346.610352
	Iteration 7Q: 3 clusters Score -5742949 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -5744787.500000 Penalty: 5346.610352
	Iteration 8F: 3 clusters Score -5744788 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -5747210.500000 Penalty: 5346.610352
	Iteration 9F: 3 clusters Score -5747210 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -5750142.000000 Penalty: 5346.610352
	Iteration 10F: 3 clusters Score -5750142 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -5753120.000000 Penalty: 5346.610352
	Iteration 11F: 3 clusters Score -5753120 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5755122.000000 Penalty: 5346.610352
	Iteration 12Q: 3 clusters Score -5755122 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5755982.500000 Penalty: 5346.610352
	Iteration 13Q: 3 clusters Score -5755982 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5756287.000000 Penalty: 5346.610352
	Iteration 14Q: 3 clusters Score -5756287 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5756445.000000 Penalty: 5346.610352
	Iteration 15Q: 3 clusters Score -5756445 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5756556.500000 Penalty: 5346.610352
	Iteration 16Q: 3 clusters Score -5756556 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5756630.000000 Penalty: 5346.610352
	Iteration 17Q: 3 clusters Score -5756630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5756668.000000 Penalty: 5346.610352
	Iteration 18Q: 3 clusters Score -5756668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5756691.500000 Penalty: 5346.610352
	Iteration 19Q: 3 clusters Score -5756692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5756707.000000 Penalty: 5346.610352
	Iteration 20F: 3 clusters Score -5756707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5756728.500000 Penalty: 5346.610352
	Iteration 21Q: 3 clusters Score -5756728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5756740.000000 Penalty: 5346.610352
	Iteration 22Q: 3 clusters Score -5756740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5756770.500000 Penalty: 5346.610352
	Iteration 23Q: 3 clusters Score -5756770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5756793.500000 Penalty: 5346.610352
	Iteration 24Q: 3 clusters Score -5756794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5756810.500000 Penalty: 5346.610352
	Iteration 25Q: 3 clusters Score -5756810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5756814.500000 Penalty: 5346.610352
	Iteration 26Q: 3 clusters Score -5756814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5756825.000000 Penalty: 5346.610352
	Iteration 27Q: 3 clusters Score -5756825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5756838.000000 Penalty: 5346.610352
	Iteration 28Q: 3 clusters Score -5756838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5756848.000000 Penalty: 5346.610352
	Iteration 29Q: 3 clusters Score -5756848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5756876.000000 Penalty: 5346.610352
	Iteration 30Q: 3 clusters Score -5756876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5756909.000000 Penalty: 5346.610352
	Iteration 31Q: 3 clusters Score -5756909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5756921.500000 Penalty: 5346.610352
	Iteration 32Q: 3 clusters Score -5756922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5756928.000000 Penalty: 5346.610352
	Iteration 33Q: 3 clusters Score -5756928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5756941.500000 Penalty: 5346.610352
	Iteration 34Q: 3 clusters Score -5756942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5756953.000000 Penalty: 5346.610352
	Iteration 35Q: 3 clusters Score -5756953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5756958.500000 Penalty: 5346.610352
	Iteration 36Q: 3 clusters Score -5756958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5756971.500000 Penalty: 5346.610352
	Iteration 37Q: 3 clusters Score -5756972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5756974.500000 Penalty: 5346.610352
	Iteration 38Q: 3 clusters Score -5756974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5756979.500000 Penalty: 5346.610352
	Iteration 39Q: 3 clusters Score -5756980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5756985.000000 Penalty: 5346.610352
	Iteration 40F: 3 clusters Score -5756985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5756993.000000 Penalty: 5346.610352
	Iteration 41Q: 3 clusters Score -5756993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5757006.000000 Penalty: 5346.610352
	Iteration 42Q: 3 clusters Score -5757006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5757015.500000 Penalty: 5346.610352
	Iteration 43Q: 3 clusters Score -5757016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5757011.500000 Penalty: 5346.610352
	Iteration 44Q: 3 clusters Score -5757012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5757017.000000 Penalty: 5346.610352
	Iteration 45Q: 3 clusters Score -5757017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5757017.000000 Penalty: 5346.610352
	Iteration 46F: 3 clusters Score -5757017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Entering Unmasked Estep 
Score: -2725689.500000 Penalty: 2483.605225
	Iteration 0F: 2 clusters Score -2725690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2710066.750000 Penalty: 4967.210449
	Iteration 0F: 3 clusters Score -2710067 nChanged 9855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2715335.500000 Penalty: 4967.210449
	Iteration 1F: 3 clusters Score -2715336 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2715704.250000 Penalty: 4967.210449
	Iteration 2F: 3 clusters Score -2715704 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2716001.000000 Penalty: 4967.210449
	Iteration 3Q: 3 clusters Score -2716001 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2716234.000000 Penalty: 4967.210449
	Iteration 4Q: 3 clusters Score -2716234 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2716469.500000 Penalty: 4967.210449
	Iteration 5Q: 3 clusters Score -2716470 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2716703.500000 Penalty: 4967.210449
	Iteration 6Q: 3 clusters Score -2716704 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2716989.250000 Penalty: 4967.210449
	Iteration 7Q: 3 clusters Score -2716989 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2717358.750000 Penalty: 4967.210449
	Iteration 8Q: 3 clusters Score -2717359 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2717862.250000 Penalty: 4967.210449
	Iteration 9Q: 3 clusters Score -2717862 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2718563.250000 Penalty: 4967.210449
	Iteration 10F: 3 clusters Score -2718563 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2719443.250000 Penalty: 4967.210449
	Iteration 11F: 3 clusters Score -2719443 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2720467.000000 Penalty: 4967.210449
	Iteration 12F: 3 clusters Score -2720467 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2721440.750000 Penalty: 4967.210449
	Iteration 13Q: 3 clusters Score -2721441 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2722188.500000 Penalty: 4967.210449
	Iteration 14Q: 3 clusters Score -2722188 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2722664.250000 Penalty: 4967.210449
	Iteration 15Q: 3 clusters Score -2722664 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2722950.500000 Penalty: 4967.210449
	Iteration 16Q: 3 clusters Score -2722950 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2723141.750000 Penalty: 4967.210449
	Iteration 17Q: 3 clusters Score -2723142 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2723283.500000 Penalty: 4967.210449
	Iteration 18Q: 3 clusters Score -2723284 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2723386.500000 Penalty: 4967.210449
	Iteration 19Q: 3 clusters Score -2723386 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2723436.500000 Penalty: 4967.210449
	Iteration 20F: 3 clusters Score -2723436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2723471.750000 Penalty: 4967.210449
	Iteration 21Q: 3 clusters Score -2723472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2723492.750000 Penalty: 4967.210449
	Iteration 22Q: 3 clusters Score -2723493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2723505.250000 Penalty: 4967.210449
	Iteration 23Q: 3 clusters Score -2723505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2723516.250000 Penalty: 4967.210449
	Iteration 24Q: 3 clusters Score -2723516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2723526.750000 Penalty: 4967.210449
	Iteration 25Q: 3 clusters Score -2723527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2723529.000000 Penalty: 4967.210449
	Iteration 26Q: 3 clusters Score -2723529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2723537.000000 Penalty: 4967.210449
	Iteration 27Q: 3 clusters Score -2723537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2723540.250000 Penalty: 4967.210449
	Iteration 28Q: 3 clusters Score -2723540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2723544.500000 Penalty: 4967.210449
	Iteration 29Q: 3 clusters Score -2723544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2723547.250000 Penalty: 4967.210449
	Iteration 30Q: 3 clusters Score -2723547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2723547.250000 Penalty: 4967.210449
	Iteration 31F: 3 clusters Score -2723547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Entering Unmasked Estep 
Score: -705711.250000 Penalty: 2153.269531
	Iteration 0F: 2 clusters Score -705711.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -700614.875000 Penalty: 4306.539062
	Iteration 0F: 3 clusters Score -700614.9 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -701835.187500 Penalty: 4306.539062
	Iteration 1F: 3 clusters Score -701835.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -702062.937500 Penalty: 4306.539062
	Iteration 2F: 3 clusters Score -702062.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -702240.812500 Penalty: 4306.539062
	Iteration 3F: 3 clusters Score -702240.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -702380.875000 Penalty: 4306.539062
	Iteration 4Q: 3 clusters Score -702380.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -702498.312500 Penalty: 4306.539062
	Iteration 5Q: 3 clusters Score -702498.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -702608.875000 Penalty: 4306.539062
	Iteration 6Q: 3 clusters Score -702608.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -702723.062500 Penalty: 4306.539062
	Iteration 7Q: 3 clusters Score -702723.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -702873.500000 Penalty: 4306.539062
	Iteration 8Q: 3 clusters Score -702873.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -703040.875000 Penalty: 4306.539062
	Iteration 9Q: 3 clusters Score -703040.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -703237.187500 Penalty: 4306.539062
	Iteration 10Q: 3 clusters Score -703237.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -703409.375000 Penalty: 4306.539062
	Iteration 11Q: 3 clusters Score -703409.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -703545.500000 Penalty: 4306.539062
	Iteration 12Q: 3 clusters Score -703545.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -703642.125000 Penalty: 4306.539062
	Iteration 13Q: 3 clusters Score -703642.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -703714.937500 Penalty: 4306.539062
	Iteration 14Q: 3 clusters Score -703714.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -703754.250000 Penalty: 4306.539062
	Iteration 15Q: 3 clusters Score -703754.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -703782.125000 Penalty: 4306.539062
	Iteration 16Q: 3 clusters Score -703782.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -703807.375000 Penalty: 4306.539062
	Iteration 17Q: 3 clusters Score -703807.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -703825.812500 Penalty: 4306.539062
	Iteration 18Q: 3 clusters Score -703825.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -703844.437500 Penalty: 4306.539062
	Iteration 19Q: 3 clusters Score -703844.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -703856.062500 Penalty: 4306.539062
	Iteration 20F: 3 clusters Score -703856.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -703872.625000 Penalty: 4306.539062
	Iteration 21Q: 3 clusters Score -703872.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -703880.125000 Penalty: 4306.539062
	Iteration 22Q: 3 clusters Score -703880.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -703888.312500 Penalty: 4306.539062
	Iteration 23Q: 3 clusters Score -703888.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -703893.562500 Penalty: 4306.539062
	Iteration 24Q: 3 clusters Score -703893.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -703900.687500 Penalty: 4306.539062
	Iteration 25Q: 3 clusters Score -703900.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -703903.812500 Penalty: 4306.539062
	Iteration 26Q: 3 clusters Score -703903.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -703910.625000 Penalty: 4306.539062
	Iteration 27Q: 3 clusters Score -703910.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -703913.812500 Penalty: 4306.539062
	Iteration 28Q: 3 clusters Score -703913.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -703916.875000 Penalty: 4306.539062
	Iteration 29Q: 3 clusters Score -703916.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -703918.937500 Penalty: 4306.539062
	Iteration 30Q: 3 clusters Score -703918.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -703919.625000 Penalty: 4306.539062
	Iteration 31Q: 3 clusters Score -703919.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -703921.625000 Penalty: 4306.539062
	Iteration 32Q: 3 clusters Score -703921.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -703924.750000 Penalty: 4306.539062
	Iteration 33Q: 3 clusters Score -703924.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -703923.875000 Penalty: 4306.539062
	Iteration 34Q: 3 clusters Score -703923.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -703923.875000 Penalty: 4306.539062
	Iteration 35F: 3 clusters Score -703923.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -233967.859375 Penalty: 1892.474731
	Iteration 0F: 2 clusters Score -233967.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -231309.484375 Penalty: 3784.949463
	Iteration 0F: 3 clusters Score -231309.5 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -231809.328125 Penalty: 3784.949463
	Iteration 1F: 3 clusters Score -231809.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -231943.031250 Penalty: 3784.949463
	Iteration 2F: 3 clusters Score -231943 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -232043.625000 Penalty: 3784.949463
	Iteration 3F: 3 clusters Score -232043.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -232097.734375 Penalty: 3784.949463
	Iteration 4Q: 3 clusters Score -232097.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -232143.359375 Penalty: 3784.949463
	Iteration 5Q: 3 clusters Score -232143.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -232183.171875 Penalty: 3784.949463
	Iteration 6Q: 3 clusters Score -232183.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -232217.203125 Penalty: 3784.949463
	Iteration 7Q: 3 clusters Score -232217.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -232259.156250 Penalty: 3784.949463
	Iteration 8Q: 3 clusters Score -232259.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -232311.218750 Penalty: 3784.949463
	Iteration 9Q: 3 clusters Score -232311.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -232364.796875 Penalty: 3784.949463
	Iteration 10Q: 3 clusters Score -232364.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -232403.546875 Penalty: 3784.949463
	Iteration 11Q: 3 clusters Score -232403.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -232463.296875 Penalty: 3784.949463
	Iteration 12Q: 3 clusters Score -232463.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -232563.421875 Penalty: 3784.949463
	Iteration 13Q: 3 clusters Score -232563.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -232639.000000 Penalty: 3784.949463
	Iteration 14Q: 3 clusters Score -232639 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -232699.343750 Penalty: 3784.949463
	Iteration 15Q: 3 clusters Score -232699.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -232731.843750 Penalty: 3784.949463
	Iteration 16Q: 3 clusters Score -232731.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -232771.703125 Penalty: 3784.949463
	Iteration 17Q: 3 clusters Score -232771.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -232800.734375 Penalty: 3784.949463
	Iteration 18Q: 3 clusters Score -232800.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -232813.468750 Penalty: 3784.949463
	Iteration 19Q: 3 clusters Score -232813.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -232821.250000 Penalty: 3784.949463
	Iteration 20F: 3 clusters Score -232821.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -232827.125000 Penalty: 3784.949463
	Iteration 21Q: 3 clusters Score -232827.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -232833.109375 Penalty: 3784.949463
	Iteration 22Q: 3 clusters Score -232833.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -232836.687500 Penalty: 3784.949463
	Iteration 23Q: 3 clusters Score -232836.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -232838.281250 Penalty: 3784.949463
	Iteration 24Q: 3 clusters Score -232838.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -232840.828125 Penalty: 3784.949463
	Iteration 25Q: 3 clusters Score -232840.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -232847.328125 Penalty: 3784.949463
	Iteration 26Q: 3 clusters Score -232847.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -232854.546875 Penalty: 3784.949463
	Iteration 27Q: 3 clusters Score -232854.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -232859.953125 Penalty: 3784.949463
	Iteration 28Q: 3 clusters Score -232860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -232862.203125 Penalty: 3784.949463
	Iteration 29Q: 3 clusters Score -232862.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -232863.000000 Penalty: 3784.949463
	Iteration 30Q: 3 clusters Score -232863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -232863.000000 Penalty: 3784.949463
	Iteration 31F: 3 clusters Score -232863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Entering Unmasked Estep 
Score: -4452114.000000 Penalty: 2607.421631
	Iteration 0F: 2 clusters Score -4452114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -4427143.000000 Penalty: 5214.843262
	Iteration 0F: 3 clusters Score -4427143 nChanged 16825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -4436238.500000 Penalty: 5214.843262
	Iteration 1F: 3 clusters Score -4436238 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -4436738.000000 Penalty: 5214.843262
	Iteration 2Q: 3 clusters Score -4436738 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -4437275.000000 Penalty: 5214.843262
	Iteration 3Q: 3 clusters Score -4437275 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -4438081.000000 Penalty: 5214.843262
	Iteration 4Q: 3 clusters Score -4438081 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -4439179.500000 Penalty: 5214.843262
	Iteration 5Q: 3 clusters Score -4439180 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -4440347.000000 Penalty: 5214.843262
	Iteration 6F: 3 clusters Score -4440347 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -4441665.500000 Penalty: 5214.843262
	Iteration 7F: 3 clusters Score -4441666 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -4443397.500000 Penalty: 5214.843262
	Iteration 8F: 3 clusters Score -4443398 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -4445702.000000 Penalty: 5214.843262
	Iteration 9F: 3 clusters Score -4445702 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -4448145.000000 Penalty: 5214.843262
	Iteration 10F: 3 clusters Score -4448145 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -4449667.500000 Penalty: 5214.843262
	Iteration 11F: 3 clusters Score -4449668 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -4450234.500000 Penalty: 5214.843262
	Iteration 12Q: 3 clusters Score -4450234 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -4450505.500000 Penalty: 5214.843262
	Iteration 13Q: 3 clusters Score -4450506 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -4450722.500000 Penalty: 5214.843262
	Iteration 14Q: 3 clusters Score -4450722 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -4450867.000000 Penalty: 5214.843262
	Iteration 15Q: 3 clusters Score -4450867 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -4450962.000000 Penalty: 5214.843262
	Iteration 16Q: 3 clusters Score -4450962 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -4451037.000000 Penalty: 5214.843262
	Iteration 17Q: 3 clusters Score -4451037 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -4451094.500000 Penalty: 5214.843262
	Iteration 18Q: 3 clusters Score -4451094 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -4451147.000000 Penalty: 5214.843262
	Iteration 19Q: 3 clusters Score -4451147 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -4451217.000000 Penalty: 5214.843262
	Iteration 20F: 3 clusters Score -4451217 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -4451258.000000 Penalty: 5214.843262
	Iteration 21Q: 3 clusters Score -4451258 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -4451305.000000 Penalty: 5214.843262
	Iteration 22Q: 3 clusters Score -4451305 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -4451346.500000 Penalty: 5214.843262
	Iteration 23Q: 3 clusters Score -4451346 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -4451377.000000 Penalty: 5214.843262
	Iteration 24Q: 3 clusters Score -4451377 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -4451389.000000 Penalty: 5214.843262
	Iteration 25Q: 3 clusters Score -4451389 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -4451408.000000 Penalty: 5214.843262
	Iteration 26Q: 3 clusters Score -4451408 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -4451433.000000 Penalty: 5214.843262
	Iteration 27Q: 3 clusters Score -4451433 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -4451459.500000 Penalty: 5214.843262
	Iteration 28Q: 3 clusters Score -4451460 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -4451469.000000 Penalty: 5214.843262
	Iteration 29Q: 3 clusters Score -4451469 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -4451473.500000 Penalty: 5214.843262
	Iteration 30Q: 3 clusters Score -4451474 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -4451497.000000 Penalty: 5214.843262
	Iteration 31Q: 3 clusters Score -4451497 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -4451504.000000 Penalty: 5214.843262
	Iteration 32Q: 3 clusters Score -4451504 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -4451521.500000 Penalty: 5214.843262
	Iteration 33Q: 3 clusters Score -4451522 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -4451527.500000 Penalty: 5214.843262
	Iteration 34Q: 3 clusters Score -4451528 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -4451551.500000 Penalty: 5214.843262
	Iteration 35Q: 3 clusters Score -4451552 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -4451553.500000 Penalty: 5214.843262
	Iteration 36Q: 3 clusters Score -4451554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -4451568.500000 Penalty: 5214.843262
	Iteration 37Q: 3 clusters Score -4451568 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -4451573.500000 Penalty: 5214.843262
	Iteration 38Q: 3 clusters Score -4451574 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -4451575.000000 Penalty: 5214.843262
	Iteration 39Q: 3 clusters Score -4451575 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -4451571.000000 Penalty: 5214.843262
	Iteration 40F: 3 clusters Score -4451571 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -4451576.000000 Penalty: 5214.843262
	Iteration 41Q: 3 clusters Score -4451576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -4451581.000000 Penalty: 5214.843262
	Iteration 42Q: 3 clusters Score -4451581 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -4451591.000000 Penalty: 5214.843262
	Iteration 43Q: 3 clusters Score -4451591 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -4451598.500000 Penalty: 5214.843262
	Iteration 44Q: 3 clusters Score -4451598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -4451601.000000 Penalty: 5214.843262
	Iteration 45Q: 3 clusters Score -4451601 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -4451607.000000 Penalty: 5214.843262
	Iteration 46Q: 3 clusters Score -4451607 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -4451613.000000 Penalty: 5214.843262
	Iteration 47Q: 3 clusters Score -4451613 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -4451616.500000 Penalty: 5214.843262
	Iteration 48Q: 3 clusters Score -4451616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -4451620.000000 Penalty: 5214.843262
	Iteration 49Q: 3 clusters Score -4451620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -4451619.000000 Penalty: 5214.843262
	Iteration 50Q: 3 clusters Score -4451619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -4451617.000000 Penalty: 5214.843262
	Iteration 51Q: 3 clusters Score -4451617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -4451625.000000 Penalty: 5214.843262
	Iteration 52Q: 3 clusters Score -4451625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -4451614.000000 Penalty: 5214.843262
	Iteration 53Q: 3 clusters Score -4451614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -4451623.000000 Penalty: 5214.843262
	Iteration 54Q: 3 clusters Score -4451623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -4451623.500000 Penalty: 5214.843262
	Iteration 55Q: 3 clusters Score -4451624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -4451616.500000 Penalty: 5214.843262
	Iteration 56Q: 3 clusters Score -4451616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -4451626.500000 Penalty: 5214.843262
	Iteration 57Q: 3 clusters Score -4451626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -4451628.500000 Penalty: 5214.843262
	Iteration 58Q: 3 clusters Score -4451628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -4451631.500000 Penalty: 5214.843262
	Iteration 59Q: 3 clusters Score -4451632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -4451627.500000 Penalty: 5214.843262
	Iteration 60F: 3 clusters Score -4451628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -4451628.000000 Penalty: 5214.843262
	Iteration 61Q: 3 clusters Score -4451628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -4451620.500000 Penalty: 5214.843262
	Iteration 62Q: 3 clusters Score -4451620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -4451618.500000 Penalty: 5214.843262
	Iteration 63Q: 3 clusters Score -4451618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -4451617.500000 Penalty: 5214.843262
	Iteration 64Q: 3 clusters Score -4451618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -4451616.500000 Penalty: 5214.843262
	Iteration 65Q: 3 clusters Score -4451616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -4451622.500000 Penalty: 5214.843262
	Iteration 66Q: 3 clusters Score -4451622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -4451627.500000 Penalty: 5214.843262
	Iteration 67Q: 3 clusters Score -4451628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -4451627.500000 Penalty: 5214.843262
	Iteration 68Q: 3 clusters Score -4451628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -4451625.000000 Penalty: 5214.843262
	Iteration 69Q: 3 clusters Score -4451625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -4451622.500000 Penalty: 5214.843262
	Iteration 70Q: 3 clusters Score -4451622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -4451623.000000 Penalty: 5214.843262
	Iteration 71Q: 3 clusters Score -4451623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -4451625.500000 Penalty: 5214.843262
	Iteration 72Q: 3 clusters Score -4451626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -4451631.500000 Penalty: 5214.843262
	Iteration 73Q: 3 clusters Score -4451632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -4451625.500000 Penalty: 5214.843262
	Iteration 74Q: 3 clusters Score -4451626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -4451631.000000 Penalty: 5214.843262
	Iteration 75Q: 3 clusters Score -4451631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -4451623.000000 Penalty: 5214.843262
	Iteration 76Q: 3 clusters Score -4451623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -4451625.500000 Penalty: 5214.843262
	Iteration 77Q: 3 clusters Score -4451626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -4451618.000000 Penalty: 5214.843262
	Iteration 78Q: 3 clusters Score -4451618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -4451621.500000 Penalty: 5214.843262
	Iteration 79Q: 3 clusters Score -4451622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -4451626.000000 Penalty: 5214.843262
	Iteration 80F: 3 clusters Score -4451626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -4451627.000000 Penalty: 5214.843262
	Iteration 81Q: 3 clusters Score -4451627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -4451628.500000 Penalty: 5214.843262
	Iteration 82Q: 3 clusters Score -4451628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -4451628.000000 Penalty: 5214.843262
	Iteration 83Q: 3 clusters Score -4451628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -4451627.000000 Penalty: 5214.843262
	Iteration 84Q: 3 clusters Score -4451627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -4451618.500000 Penalty: 5214.843262
	Iteration 85Q: 3 clusters Score -4451618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -4451622.500000 Penalty: 5214.843262
	Iteration 86Q: 3 clusters Score -4451622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -4451621.000000 Penalty: 5214.843262
	Iteration 87Q: 3 clusters Score -4451621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -4451622.500000 Penalty: 5214.843262
	Iteration 88Q: 3 clusters Score -4451622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -4451626.500000 Penalty: 5214.843262
	Iteration 89Q: 3 clusters Score -4451626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -4451630.500000 Penalty: 5214.843262
	Iteration 90Q: 3 clusters Score -4451630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -4451631.000000 Penalty: 5214.843262
	Iteration 91Q: 3 clusters Score -4451631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -4451631.500000 Penalty: 5214.843262
	Iteration 92Q: 3 clusters Score -4451632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -4451631.500000 Penalty: 5214.843262
	Iteration 93Q: 3 clusters Score -4451632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -4451625.500000 Penalty: 5214.843262
	Iteration 94Q: 3 clusters Score -4451626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -4451632.000000 Penalty: 5214.843262
	Iteration 95Q: 3 clusters Score -4451632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -4451624.500000 Penalty: 5214.843262
	Iteration 96Q: 3 clusters Score -4451624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -4451628.500000 Penalty: 5214.843262
	Iteration 97Q: 3 clusters Score -4451628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -4451639.000000 Penalty: 5214.843262
	Iteration 98Q: 3 clusters Score -4451639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -4451639.500000 Penalty: 5214.843262
	Iteration 99Q: 3 clusters Score -4451640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -4451646.500000 Penalty: 5214.843262
	Iteration 100F: 3 clusters Score -4451646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -4451646.500000 Penalty: 5214.843262
	Iteration 101Q: 3 clusters Score -4451646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -4451643.000000 Penalty: 5214.843262
	Iteration 102Q: 3 clusters Score -4451643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -4451638.500000 Penalty: 5214.843262
	Iteration 103Q: 3 clusters Score -4451638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -4451640.500000 Penalty: 5214.843262
	Iteration 104Q: 3 clusters Score -4451640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -4451644.000000 Penalty: 5214.843262
	Iteration 105Q: 3 clusters Score -4451644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -4451644.000000 Penalty: 5214.843262
	Iteration 106Q: 3 clusters Score -4451644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -4451641.000000 Penalty: 5214.843262
	Iteration 107Q: 3 clusters Score -4451641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -4451642.500000 Penalty: 5214.843262
	Iteration 108Q: 3 clusters Score -4451642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -4451640.000000 Penalty: 5214.843262
	Iteration 109Q: 3 clusters Score -4451640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -4451639.000000 Penalty: 5214.843262
	Iteration 110Q: 3 clusters Score -4451639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -4451646.500000 Penalty: 5214.843262
	Iteration 111Q: 3 clusters Score -4451646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -4451645.000000 Penalty: 5214.843262
	Iteration 112Q: 3 clusters Score -4451645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -4451647.500000 Penalty: 5214.843262
	Iteration 113Q: 3 clusters Score -4451648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -4451644.000000 Penalty: 5214.843262
	Iteration 114Q: 3 clusters Score -4451644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -4451647.000000 Penalty: 5214.843262
	Iteration 115Q: 3 clusters Score -4451647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -4451645.500000 Penalty: 5214.843262
	Iteration 116Q: 3 clusters Score -4451646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -4451649.500000 Penalty: 5214.843262
	Iteration 117Q: 3 clusters Score -4451650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -4451649.000000 Penalty: 5214.843262
	Iteration 118Q: 3 clusters Score -4451649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -4451645.000000 Penalty: 5214.843262
	Iteration 119Q: 3 clusters Score -4451645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -4451645.000000 Penalty: 5214.843262
	Iteration 120F: 3 clusters Score -4451645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -4451644.000000 Penalty: 5214.843262
	Iteration 121Q: 3 clusters Score -4451644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -4451646.500000 Penalty: 5214.843262
	Iteration 122Q: 3 clusters Score -4451646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -4451649.500000 Penalty: 5214.843262
	Iteration 123Q: 3 clusters Score -4451650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -4451647.500000 Penalty: 5214.843262
	Iteration 124Q: 3 clusters Score -4451648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -4451651.500000 Penalty: 5214.843262
	Iteration 125Q: 3 clusters Score -4451652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -4451646.500000 Penalty: 5214.843262
	Iteration 126Q: 3 clusters Score -4451646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -4451646.500000 Penalty: 5214.843262
	Iteration 127F: 3 clusters Score -4451646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Entering Unmasked Estep 
Score: -1363107.250000 Penalty: 2313.682861
	Iteration 0F: 2 clusters Score -1363107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1354688.500000 Penalty: 4627.365723
	Iteration 0F: 3 clusters Score -1354688 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1357127.125000 Penalty: 4627.365723
	Iteration 1F: 3 clusters Score -1357127 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1357397.750000 Penalty: 4627.365723
	Iteration 2F: 3 clusters Score -1357398 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1357588.875000 Penalty: 4627.365723
	Iteration 3Q: 3 clusters Score -1357589 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1357735.000000 Penalty: 4627.365723
	Iteration 4Q: 3 clusters Score -1357735 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1357850.875000 Penalty: 4627.365723
	Iteration 5Q: 3 clusters Score -1357851 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1357944.500000 Penalty: 4627.365723
	Iteration 6Q: 3 clusters Score -1357944 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1358037.875000 Penalty: 4627.365723
	Iteration 7Q: 3 clusters Score -1358038 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1358150.750000 Penalty: 4627.365723
	Iteration 8Q: 3 clusters Score -1358151 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1358260.500000 Penalty: 4627.365723
	Iteration 9Q: 3 clusters Score -1358260 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1358393.625000 Penalty: 4627.365723
	Iteration 10Q: 3 clusters Score -1358394 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1358530.375000 Penalty: 4627.365723
	Iteration 11Q: 3 clusters Score -1358530 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1358670.750000 Penalty: 4627.365723
	Iteration 12Q: 3 clusters Score -1358671 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1358881.875000 Penalty: 4627.365723
	Iteration 13Q: 3 clusters Score -1358882 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1359136.875000 Penalty: 4627.365723
	Iteration 14Q: 3 clusters Score -1359137 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1359430.875000 Penalty: 4627.365723
	Iteration 15Q: 3 clusters Score -1359431 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1359729.000000 Penalty: 4627.365723
	Iteration 16Q: 3 clusters Score -1359729 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1359978.625000 Penalty: 4627.365723
	Iteration 17Q: 3 clusters Score -1359979 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1360194.625000 Penalty: 4627.365723
	Iteration 18Q: 3 clusters Score -1360195 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1360367.500000 Penalty: 4627.365723
	Iteration 19Q: 3 clusters Score -1360368 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1360490.375000 Penalty: 4627.365723
	Iteration 20F: 3 clusters Score -1360490 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1360576.625000 Penalty: 4627.365723
	Iteration 21Q: 3 clusters Score -1360577 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1360660.625000 Penalty: 4627.365723
	Iteration 22Q: 3 clusters Score -1360661 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1360743.750000 Penalty: 4627.365723
	Iteration 23Q: 3 clusters Score -1360744 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1360804.125000 Penalty: 4627.365723
	Iteration 24Q: 3 clusters Score -1360804 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1360839.500000 Penalty: 4627.365723
	Iteration 25Q: 3 clusters Score -1360840 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1360878.875000 Penalty: 4627.365723
	Iteration 26Q: 3 clusters Score -1360879 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1360913.250000 Penalty: 4627.365723
	Iteration 27Q: 3 clusters Score -1360913 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1360936.250000 Penalty: 4627.365723
	Iteration 28Q: 3 clusters Score -1360936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1360970.250000 Penalty: 4627.365723
	Iteration 29Q: 3 clusters Score -1360970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1360983.875000 Penalty: 4627.365723
	Iteration 30Q: 3 clusters Score -1360984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1360990.000000 Penalty: 4627.365723
	Iteration 31Q: 3 clusters Score -1360990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1360994.375000 Penalty: 4627.365723
	Iteration 32Q: 3 clusters Score -1360994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1360998.875000 Penalty: 4627.365723
	Iteration 33Q: 3 clusters Score -1360999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1360998.500000 Penalty: 4627.365723
	Iteration 34Q: 3 clusters Score -1360998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1361001.125000 Penalty: 4627.365723
	Iteration 35Q: 3 clusters Score -1361001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1361004.125000 Penalty: 4627.365723
	Iteration 36Q: 3 clusters Score -1361004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1361006.750000 Penalty: 4627.365723
	Iteration 37Q: 3 clusters Score -1361007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1361008.125000 Penalty: 4627.365723
	Iteration 38Q: 3 clusters Score -1361008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1361009.875000 Penalty: 4627.365723
	Iteration 39Q: 3 clusters Score -1361010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1361010.375000 Penalty: 4627.365723
	Iteration 40F: 3 clusters Score -1361010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1361013.750000 Penalty: 4627.365723
	Iteration 41Q: 3 clusters Score -1361014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1361015.125000 Penalty: 4627.365723
	Iteration 42Q: 3 clusters Score -1361015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1361021.375000 Penalty: 4627.365723
	Iteration 43Q: 3 clusters Score -1361021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1361020.750000 Penalty: 4627.365723
	Iteration 44Q: 3 clusters Score -1361021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1361023.625000 Penalty: 4627.365723
	Iteration 45Q: 3 clusters Score -1361024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1361025.125000 Penalty: 4627.365723
	Iteration 46Q: 3 clusters Score -1361025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1361026.875000 Penalty: 4627.365723
	Iteration 47Q: 3 clusters Score -1361027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1361028.375000 Penalty: 4627.365723
	Iteration 48Q: 3 clusters Score -1361028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1361028.125000 Penalty: 4627.365723
	Iteration 49Q: 3 clusters Score -1361028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1361030.375000 Penalty: 4627.365723
	Iteration 50Q: 3 clusters Score -1361030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1361030.375000 Penalty: 4627.365723
	Iteration 51F: 3 clusters Score -1361030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Entering Unmasked Estep 
Score: -587560.625000 Penalty: 2105.118896
	Iteration 0F: 2 clusters Score -587560.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -583193.687500 Penalty: 4210.237793
	Iteration 0F: 3 clusters Score -583193.7 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -584500.500000 Penalty: 4210.237793
	Iteration 1F: 3 clusters Score -584500.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -584962.437500 Penalty: 4210.237793
	Iteration 2F: 3 clusters Score -584962.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -585300.875000 Penalty: 4210.237793
	Iteration 3F: 3 clusters Score -585300.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -585599.937500 Penalty: 4210.237793
	Iteration 4F: 3 clusters Score -585599.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -585871.625000 Penalty: 4210.237793
	Iteration 5F: 3 clusters Score -585871.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -586103.750000 Penalty: 4210.237793
	Iteration 6F: 3 clusters Score -586103.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -586273.250000 Penalty: 4210.237793
	Iteration 7Q: 3 clusters Score -586273.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -586415.187500 Penalty: 4210.237793
	Iteration 8Q: 3 clusters Score -586415.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -586532.625000 Penalty: 4210.237793
	Iteration 9Q: 3 clusters Score -586532.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -586616.625000 Penalty: 4210.237793
	Iteration 10Q: 3 clusters Score -586616.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -586690.125000 Penalty: 4210.237793
	Iteration 11Q: 3 clusters Score -586690.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -586740.687500 Penalty: 4210.237793
	Iteration 12Q: 3 clusters Score -586740.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -586766.500000 Penalty: 4210.237793
	Iteration 13Q: 3 clusters Score -586766.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -586784.187500 Penalty: 4210.237793
	Iteration 14Q: 3 clusters Score -586784.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -586809.437500 Penalty: 4210.237793
	Iteration 15Q: 3 clusters Score -586809.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -586828.875000 Penalty: 4210.237793
	Iteration 16Q: 3 clusters Score -586828.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -586845.500000 Penalty: 4210.237793
	Iteration 17Q: 3 clusters Score -586845.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -586854.562500 Penalty: 4210.237793
	Iteration 18Q: 3 clusters Score -586854.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -586861.062500 Penalty: 4210.237793
	Iteration 19Q: 3 clusters Score -586861.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -586867.250000 Penalty: 4210.237793
	Iteration 20F: 3 clusters Score -586867.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -586875.500000 Penalty: 4210.237793
	Iteration 21Q: 3 clusters Score -586875.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -586887.625000 Penalty: 4210.237793
	Iteration 22Q: 3 clusters Score -586887.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -586902.500000 Penalty: 4210.237793
	Iteration 23Q: 3 clusters Score -586902.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -586913.125000 Penalty: 4210.237793
	Iteration 24Q: 3 clusters Score -586913.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -586920.250000 Penalty: 4210.237793
	Iteration 25Q: 3 clusters Score -586920.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -586920.250000 Penalty: 4210.237793
	Iteration 26Q: 3 clusters Score -586920.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -586920.250000 Penalty: 4210.237793
	Iteration 27F: 3 clusters Score -586920.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -67614.031250 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -67614.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66106.234375 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -66106.23 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -66556.875000 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -66556.88 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -66844.132812 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -66844.13 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -67025.601562 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -67025.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67154.664062 Penalty: 3232.031738
	Iteration 4F: 3 clusters Score -67154.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -67333.789062 Penalty: 3232.031738
	Iteration 5F: 3 clusters Score -67333.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -67553.117188 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -67553.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67644.218750 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -67644.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67713.203125 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -67713.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -67751.367188 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -67751.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -67782.960938 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -67782.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -67792.859375 Penalty: 3232.031738
	Iteration 11Q: 3 clusters Score -67792.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -67804.117188 Penalty: 3232.031738
	Iteration 12Q: 3 clusters Score -67804.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -67818.054688 Penalty: 3232.031738
	Iteration 13Q: 3 clusters Score -67818.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -67840.953125 Penalty: 3232.031738
	Iteration 14Q: 3 clusters Score -67840.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -67858.921875 Penalty: 3232.031738
	Iteration 15Q: 3 clusters Score -67858.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -67876.820312 Penalty: 3232.031738
	Iteration 16Q: 3 clusters Score -67876.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -67876.820312 Penalty: 3232.031738
	Iteration 17F: 3 clusters Score -67876.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217798 members 
Mstep: Class 3 contains 48024 members 
Mstep: Class 4 contains 22349 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36820 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 427 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 12 contains 249 members 
Mstep: Class 14 contains 44354 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52057 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172282 members 
Mstep: Class 20 contains 35214 members 
Entering Unmasked Estep 
Score: -80036824.000000 Penalty: 63304.132812
Splitting cluster 10 changes total score from -80038208.000000 to -80036824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Entering Unmasked Estep 
Score: -195019.203125 Penalty: 1836.562866
	Iteration 0F: 2 clusters Score -195019.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -192614.609375 Penalty: 3673.125732
	Iteration 0F: 3 clusters Score -192614.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -192982.421875 Penalty: 3673.125732
	Iteration 1F: 3 clusters Score -192982.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -193083.750000 Penalty: 3673.125732
	Iteration 2F: 3 clusters Score -193083.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -193130.015625 Penalty: 3673.125732
	Iteration 3Q: 3 clusters Score -193130 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -193165.171875 Penalty: 3673.125732
	Iteration 4Q: 3 clusters Score -193165.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -193196.187500 Penalty: 3673.125732
	Iteration 5Q: 3 clusters Score -193196.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -193220.718750 Penalty: 3673.125732
	Iteration 6Q: 3 clusters Score -193220.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -193237.062500 Penalty: 3673.125732
	Iteration 7Q: 3 clusters Score -193237.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -193249.140625 Penalty: 3673.125732
	Iteration 8Q: 3 clusters Score -193249.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -193255.609375 Penalty: 3673.125732
	Iteration 9Q: 3 clusters Score -193255.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -193263.765625 Penalty: 3673.125732
	Iteration 10Q: 3 clusters Score -193263.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -193268.859375 Penalty: 3673.125732
	Iteration 11Q: 3 clusters Score -193268.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -193271.984375 Penalty: 3673.125732
	Iteration 12Q: 3 clusters Score -193272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -193274.796875 Penalty: 3673.125732
	Iteration 13Q: 3 clusters Score -193274.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -193277.000000 Penalty: 3673.125732
	Iteration 14Q: 3 clusters Score -193277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -193278.703125 Penalty: 3673.125732
	Iteration 15Q: 3 clusters Score -193278.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -193281.078125 Penalty: 3673.125732
	Iteration 16Q: 3 clusters Score -193281.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -193281.562500 Penalty: 3673.125732
	Iteration 17Q: 3 clusters Score -193281.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -193281.562500 Penalty: 3673.125732
	Iteration 18F: 3 clusters Score -193281.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Entering Unmasked Estep 
Score: -5358730.000000 Penalty: 2653.589600
	Iteration 0F: 2 clusters Score -5358730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -5328763.000000 Penalty: 5307.179199
	Iteration 0F: 3 clusters Score -5328763 nChanged 20486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -5340238.500000 Penalty: 5307.179199
	Iteration 1F: 3 clusters Score -5340238 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -5340879.500000 Penalty: 5307.179199
	Iteration 2Q: 3 clusters Score -5340880 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -5341527.500000 Penalty: 5307.179199
	Iteration 3Q: 3 clusters Score -5341528 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -5342302.000000 Penalty: 5307.179199
	Iteration 4Q: 3 clusters Score -5342302 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -5343339.500000 Penalty: 5307.179199
	Iteration 5Q: 3 clusters Score -5343340 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -5344794.000000 Penalty: 5307.179199
	Iteration 6F: 3 clusters Score -5344794 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -5346783.500000 Penalty: 5307.179199
	Iteration 7F: 3 clusters Score -5346784 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -5349049.500000 Penalty: 5307.179199
	Iteration 8F: 3 clusters Score -5349050 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -5351143.500000 Penalty: 5307.179199
	Iteration 9F: 3 clusters Score -5351144 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -5352721.000000 Penalty: 5307.179199
	Iteration 10Q: 3 clusters Score -5352721 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -5353784.500000 Penalty: 5307.179199
	Iteration 11Q: 3 clusters Score -5353784 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -5354401.000000 Penalty: 5307.179199
	Iteration 12Q: 3 clusters Score -5354401 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -5354789.000000 Penalty: 5307.179199
	Iteration 13Q: 3 clusters Score -5354789 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -5355088.000000 Penalty: 5307.179199
	Iteration 14Q: 3 clusters Score -5355088 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -5355300.000000 Penalty: 5307.179199
	Iteration 15Q: 3 clusters Score -5355300 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -5355452.000000 Penalty: 5307.179199
	Iteration 16Q: 3 clusters Score -5355452 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -5355579.500000 Penalty: 5307.179199
	Iteration 17Q: 3 clusters Score -5355580 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -5355682.000000 Penalty: 5307.179199
	Iteration 18Q: 3 clusters Score -5355682 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -5355788.000000 Penalty: 5307.179199
	Iteration 19Q: 3 clusters Score -5355788 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -5355888.500000 Penalty: 5307.179199
	Iteration 20F: 3 clusters Score -5355888 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -5355945.500000 Penalty: 5307.179199
	Iteration 21Q: 3 clusters Score -5355946 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -5355992.000000 Penalty: 5307.179199
	Iteration 22Q: 3 clusters Score -5355992 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -5356035.000000 Penalty: 5307.179199
	Iteration 23Q: 3 clusters Score -5356035 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -5356055.500000 Penalty: 5307.179199
	Iteration 24Q: 3 clusters Score -5356056 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -5356079.500000 Penalty: 5307.179199
	Iteration 25Q: 3 clusters Score -5356080 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -5356112.500000 Penalty: 5307.179199
	Iteration 26Q: 3 clusters Score -5356112 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -5356120.000000 Penalty: 5307.179199
	Iteration 27Q: 3 clusters Score -5356120 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -5356120.000000 Penalty: 5307.179199
	Iteration 28Q: 3 clusters Score -5356120 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -5356143.500000 Penalty: 5307.179199
	Iteration 29Q: 3 clusters Score -5356144 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -5356165.500000 Penalty: 5307.179199
	Iteration 30Q: 3 clusters Score -5356166 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -5356168.500000 Penalty: 5307.179199
	Iteration 31Q: 3 clusters Score -5356168 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -5356190.500000 Penalty: 5307.179199
	Iteration 32Q: 3 clusters Score -5356190 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -5356193.500000 Penalty: 5307.179199
	Iteration 33Q: 3 clusters Score -5356194 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -5356204.000000 Penalty: 5307.179199
	Iteration 34Q: 3 clusters Score -5356204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -5356228.500000 Penalty: 5307.179199
	Iteration 35Q: 3 clusters Score -5356228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -5356242.000000 Penalty: 5307.179199
	Iteration 36Q: 3 clusters Score -5356242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -5356256.500000 Penalty: 5307.179199
	Iteration 37Q: 3 clusters Score -5356256 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -5356262.500000 Penalty: 5307.179199
	Iteration 38Q: 3 clusters Score -5356262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -5356286.500000 Penalty: 5307.179199
	Iteration 39Q: 3 clusters Score -5356286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -5356297.500000 Penalty: 5307.179199
	Iteration 40F: 3 clusters Score -5356298 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -5356309.500000 Penalty: 5307.179199
	Iteration 41Q: 3 clusters Score -5356310 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -5356322.000000 Penalty: 5307.179199
	Iteration 42Q: 3 clusters Score -5356322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -5356323.000000 Penalty: 5307.179199
	Iteration 43Q: 3 clusters Score -5356323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -5356333.500000 Penalty: 5307.179199
	Iteration 44Q: 3 clusters Score -5356334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -5356335.500000 Penalty: 5307.179199
	Iteration 45Q: 3 clusters Score -5356336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -5356333.000000 Penalty: 5307.179199
	Iteration 46Q: 3 clusters Score -5356333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -5356335.500000 Penalty: 5307.179199
	Iteration 47Q: 3 clusters Score -5356336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -5356339.000000 Penalty: 5307.179199
	Iteration 48Q: 3 clusters Score -5356339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -5356340.000000 Penalty: 5307.179199
	Iteration 49Q: 3 clusters Score -5356340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -5356342.500000 Penalty: 5307.179199
	Iteration 50Q: 3 clusters Score -5356342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -5356354.500000 Penalty: 5307.179199
	Iteration 51Q: 3 clusters Score -5356354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -5356348.000000 Penalty: 5307.179199
	Iteration 52Q: 3 clusters Score -5356348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -5356350.500000 Penalty: 5307.179199
	Iteration 53Q: 3 clusters Score -5356350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -5356350.500000 Penalty: 5307.179199
	Iteration 54Q: 3 clusters Score -5356350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -5356356.500000 Penalty: 5307.179199
	Iteration 55Q: 3 clusters Score -5356356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -5356354.000000 Penalty: 5307.179199
	Iteration 56Q: 3 clusters Score -5356354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -5356349.000000 Penalty: 5307.179199
	Iteration 57Q: 3 clusters Score -5356349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -5356350.000000 Penalty: 5307.179199
	Iteration 58Q: 3 clusters Score -5356350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -5356353.500000 Penalty: 5307.179199
	Iteration 59Q: 3 clusters Score -5356354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -5356350.000000 Penalty: 5307.179199
	Iteration 60F: 3 clusters Score -5356350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -5356350.500000 Penalty: 5307.179199
	Iteration 61Q: 3 clusters Score -5356350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -5356348.500000 Penalty: 5307.179199
	Iteration 62Q: 3 clusters Score -5356348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -5356348.000000 Penalty: 5307.179199
	Iteration 63Q: 3 clusters Score -5356348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -5356347.000000 Penalty: 5307.179199
	Iteration 64Q: 3 clusters Score -5356347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -5356346.500000 Penalty: 5307.179199
	Iteration 65Q: 3 clusters Score -5356346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -5356356.500000 Penalty: 5307.179199
	Iteration 66Q: 3 clusters Score -5356356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -5356350.500000 Penalty: 5307.179199
	Iteration 67Q: 3 clusters Score -5356350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -5356350.000000 Penalty: 5307.179199
	Iteration 68Q: 3 clusters Score -5356350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -5356350.000000 Penalty: 5307.179199
	Iteration 69F: 3 clusters Score -5356350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Entering Unmasked Estep 
Score: -704475.875000 Penalty: 2169.343262
	Iteration 0F: 2 clusters Score -704475.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -699169.812500 Penalty: 4338.686523
	Iteration 0F: 3 clusters Score -699169.8 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -700778.750000 Penalty: 4338.686523
	Iteration 1F: 3 clusters Score -700778.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -701340.875000 Penalty: 4338.686523
	Iteration 2F: 3 clusters Score -701340.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -701828.625000 Penalty: 4338.686523
	Iteration 3F: 3 clusters Score -701828.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -702162.250000 Penalty: 4338.686523
	Iteration 4F: 3 clusters Score -702162.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -702409.000000 Penalty: 4338.686523
	Iteration 5F: 3 clusters Score -702409 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -702591.937500 Penalty: 4338.686523
	Iteration 6Q: 3 clusters Score -702591.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -702724.500000 Penalty: 4338.686523
	Iteration 7Q: 3 clusters Score -702724.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -702832.250000 Penalty: 4338.686523
	Iteration 8Q: 3 clusters Score -702832.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -702934.250000 Penalty: 4338.686523
	Iteration 9Q: 3 clusters Score -702934.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -703030.000000 Penalty: 4338.686523
	Iteration 10Q: 3 clusters Score -703030 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -703108.625000 Penalty: 4338.686523
	Iteration 11Q: 3 clusters Score -703108.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -703165.375000 Penalty: 4338.686523
	Iteration 12Q: 3 clusters Score -703165.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -703216.687500 Penalty: 4338.686523
	Iteration 13Q: 3 clusters Score -703216.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -703260.125000 Penalty: 4338.686523
	Iteration 14Q: 3 clusters Score -703260.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -703303.250000 Penalty: 4338.686523
	Iteration 15Q: 3 clusters Score -703303.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -703349.750000 Penalty: 4338.686523
	Iteration 16Q: 3 clusters Score -703349.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -703405.312500 Penalty: 4338.686523
	Iteration 17Q: 3 clusters Score -703405.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -703463.625000 Penalty: 4338.686523
	Iteration 18Q: 3 clusters Score -703463.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -703518.375000 Penalty: 4338.686523
	Iteration 19Q: 3 clusters Score -703518.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -703576.312500 Penalty: 4338.686523
	Iteration 20F: 3 clusters Score -703576.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -703625.937500 Penalty: 4338.686523
	Iteration 21Q: 3 clusters Score -703625.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -703672.500000 Penalty: 4338.686523
	Iteration 22Q: 3 clusters Score -703672.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -703720.812500 Penalty: 4338.686523
	Iteration 23Q: 3 clusters Score -703720.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -703754.500000 Penalty: 4338.686523
	Iteration 24Q: 3 clusters Score -703754.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -703796.812500 Penalty: 4338.686523
	Iteration 25Q: 3 clusters Score -703796.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -703837.812500 Penalty: 4338.686523
	Iteration 26Q: 3 clusters Score -703837.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -703879.812500 Penalty: 4338.686523
	Iteration 27Q: 3 clusters Score -703879.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -703922.875000 Penalty: 4338.686523
	Iteration 28Q: 3 clusters Score -703922.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -703965.687500 Penalty: 4338.686523
	Iteration 29Q: 3 clusters Score -703965.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -704016.062500 Penalty: 4338.686523
	Iteration 30Q: 3 clusters Score -704016.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -704074.500000 Penalty: 4338.686523
	Iteration 31Q: 3 clusters Score -704074.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -704146.687500 Penalty: 4338.686523
	Iteration 32Q: 3 clusters Score -704146.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -704212.687500 Penalty: 4338.686523
	Iteration 33Q: 3 clusters Score -704212.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -704278.562500 Penalty: 4338.686523
	Iteration 34Q: 3 clusters Score -704278.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -704345.375000 Penalty: 4338.686523
	Iteration 35Q: 3 clusters Score -704345.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -704415.000000 Penalty: 4338.686523
	Iteration 36Q: 3 clusters Score -704415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -704447.000000 Penalty: 4338.686523
	Iteration 37Q: 3 clusters Score -704447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -704462.875000 Penalty: 4338.686523
	Iteration 38Q: 3 clusters Score -704462.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -704471.812500 Penalty: 4338.686523
	Iteration 39Q: 3 clusters Score -704471.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -704485.437500 Penalty: 4338.686523
	Iteration 40F: 3 clusters Score -704485.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -704490.500000 Penalty: 4338.686523
	Iteration 41Q: 3 clusters Score -704490.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -704493.937500 Penalty: 4338.686523
	Iteration 42Q: 3 clusters Score -704493.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -704494.250000 Penalty: 4338.686523
	Iteration 43Q: 3 clusters Score -704494.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -704494.250000 Penalty: 4338.686523
	Iteration 44F: 3 clusters Score -704494.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217798 members 
Mstep: Class 3 contains 48024 members 
Mstep: Class 4 contains 22349 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36820 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 12 contains 5498 members 
Mstep: Class 14 contains 44354 members 
Mstep: Class 15 contains 796 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52057 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172282 members 
Mstep: Class 20 contains 35214 members 
Entering Unmasked Estep 
Score: -80036960.000000 Penalty: 63304.132812
Splitting cluster 15 changes total score from -80038208.000000 to -80036960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (4558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Entering Unmasked Estep 
Score: -522002.781250 Penalty: 2089.310303
	Iteration 0F: 2 clusters Score -522002.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -517782.468750 Penalty: 4178.620605
	Iteration 0F: 3 clusters Score -517782.5 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -518724.406250 Penalty: 4178.620605
	Iteration 1F: 3 clusters Score -518724.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -518912.343750 Penalty: 4178.620605
	Iteration 2F: 3 clusters Score -518912.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -519016.656250 Penalty: 4178.620605
	Iteration 3Q: 3 clusters Score -519016.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -519082.468750 Penalty: 4178.620605
	Iteration 4Q: 3 clusters Score -519082.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -519129.687500 Penalty: 4178.620605
	Iteration 5Q: 3 clusters Score -519129.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -519158.812500 Penalty: 4178.620605
	Iteration 6Q: 3 clusters Score -519158.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -519181.312500 Penalty: 4178.620605
	Iteration 7Q: 3 clusters Score -519181.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -519197.937500 Penalty: 4178.620605
	Iteration 8Q: 3 clusters Score -519197.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -519216.812500 Penalty: 4178.620605
	Iteration 9Q: 3 clusters Score -519216.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -519233.281250 Penalty: 4178.620605
	Iteration 10Q: 3 clusters Score -519233.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -519250.375000 Penalty: 4178.620605
	Iteration 11Q: 3 clusters Score -519250.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -519268.656250 Penalty: 4178.620605
	Iteration 12Q: 3 clusters Score -519268.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -519286.781250 Penalty: 4178.620605
	Iteration 13Q: 3 clusters Score -519286.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -519301.718750 Penalty: 4178.620605
	Iteration 14Q: 3 clusters Score -519301.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -519309.937500 Penalty: 4178.620605
	Iteration 15Q: 3 clusters Score -519309.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -519321.218750 Penalty: 4178.620605
	Iteration 16Q: 3 clusters Score -519321.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -519330.406250 Penalty: 4178.620605
	Iteration 17Q: 3 clusters Score -519330.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -519336.406250 Penalty: 4178.620605
	Iteration 18Q: 3 clusters Score -519336.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -519342.656250 Penalty: 4178.620605
	Iteration 19Q: 3 clusters Score -519342.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -519355.000000 Penalty: 4178.620605
	Iteration 20F: 3 clusters Score -519355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -519362.593750 Penalty: 4178.620605
	Iteration 21Q: 3 clusters Score -519362.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -519374.343750 Penalty: 4178.620605
	Iteration 22Q: 3 clusters Score -519374.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -519381.437500 Penalty: 4178.620605
	Iteration 23Q: 3 clusters Score -519381.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -519396.875000 Penalty: 4178.620605
	Iteration 24Q: 3 clusters Score -519396.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -519438.125000 Penalty: 4178.620605
	Iteration 25Q: 3 clusters Score -519438.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -519519.187500 Penalty: 4178.620605
	Iteration 26Q: 3 clusters Score -519519.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -519604.218750 Penalty: 4178.620605
	Iteration 27Q: 3 clusters Score -519604.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -519711.718750 Penalty: 4178.620605
	Iteration 28Q: 3 clusters Score -519711.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -519853.812500 Penalty: 4178.620605
	Iteration 29Q: 3 clusters Score -519853.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -519981.375000 Penalty: 4178.620605
	Iteration 30Q: 3 clusters Score -519981.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -520095.937500 Penalty: 4178.620605
	Iteration 31Q: 3 clusters Score -520095.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -520204.093750 Penalty: 4178.620605
	Iteration 32Q: 3 clusters Score -520204.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -520292.218750 Penalty: 4178.620605
	Iteration 33Q: 3 clusters Score -520292.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -520370.000000 Penalty: 4178.620605
	Iteration 34Q: 3 clusters Score -520370 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -520430.906250 Penalty: 4178.620605
	Iteration 35Q: 3 clusters Score -520430.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -520486.437500 Penalty: 4178.620605
	Iteration 36Q: 3 clusters Score -520486.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -520538.312500 Penalty: 4178.620605
	Iteration 37Q: 3 clusters Score -520538.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -520581.031250 Penalty: 4178.620605
	Iteration 38Q: 3 clusters Score -520581 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -520624.343750 Penalty: 4178.620605
	Iteration 39Q: 3 clusters Score -520624.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -520658.625000 Penalty: 4178.620605
	Iteration 40F: 3 clusters Score -520658.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -520685.687500 Penalty: 4178.620605
	Iteration 41Q: 3 clusters Score -520685.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -520713.625000 Penalty: 4178.620605
	Iteration 42Q: 3 clusters Score -520713.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -520738.906250 Penalty: 4178.620605
	Iteration 43Q: 3 clusters Score -520738.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -520754.156250 Penalty: 4178.620605
	Iteration 44Q: 3 clusters Score -520754.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -520769.093750 Penalty: 4178.620605
	Iteration 45Q: 3 clusters Score -520769.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -520781.281250 Penalty: 4178.620605
	Iteration 46Q: 3 clusters Score -520781.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -520787.062500 Penalty: 4178.620605
	Iteration 47Q: 3 clusters Score -520787.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -520797.375000 Penalty: 4178.620605
	Iteration 48Q: 3 clusters Score -520797.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -520806.812500 Penalty: 4178.620605
	Iteration 49Q: 3 clusters Score -520806.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -520812.343750 Penalty: 4178.620605
	Iteration 50Q: 3 clusters Score -520812.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -520817.937500 Penalty: 4178.620605
	Iteration 51Q: 3 clusters Score -520817.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -520821.468750 Penalty: 4178.620605
	Iteration 52Q: 3 clusters Score -520821.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -520822.843750 Penalty: 4178.620605
	Iteration 53Q: 3 clusters Score -520822.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -520825.031250 Penalty: 4178.620605
	Iteration 54Q: 3 clusters Score -520825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -520827.406250 Penalty: 4178.620605
	Iteration 55Q: 3 clusters Score -520827.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -520829.812500 Penalty: 4178.620605
	Iteration 56Q: 3 clusters Score -520829.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -520831.250000 Penalty: 4178.620605
	Iteration 57Q: 3 clusters Score -520831.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -520832.343750 Penalty: 4178.620605
	Iteration 58Q: 3 clusters Score -520832.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -520832.718750 Penalty: 4178.620605
	Iteration 59Q: 3 clusters Score -520832.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -520834.062500 Penalty: 4178.620605
	Iteration 60F: 3 clusters Score -520834.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -520833.218750 Penalty: 4178.620605
	Iteration 61Q: 3 clusters Score -520833.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -520833.218750 Penalty: 4178.620605
	Iteration 62F: 3 clusters Score -520833.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52057 members 
Entering Unmasked Estep 
Score: -6086021.000000 Penalty: 2693.303223
	Iteration 0F: 2 clusters Score -6086021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -6050959.000000 Penalty: 5386.606445
	Iteration 0F: 3 clusters Score -6050959 nChanged 24114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -6064112.000000 Penalty: 5386.606445
	Iteration 1F: 3 clusters Score -6064112 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -6064633.500000 Penalty: 5386.606445
	Iteration 2Q: 3 clusters Score -6064634 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -6065073.500000 Penalty: 5386.606445
	Iteration 3Q: 3 clusters Score -6065074 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -6065476.500000 Penalty: 5386.606445
	Iteration 4Q: 3 clusters Score -6065476 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -6065892.500000 Penalty: 5386.606445
	Iteration 5Q: 3 clusters Score -6065892 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -6066414.500000 Penalty: 5386.606445
	Iteration 6Q: 3 clusters Score -6066414 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -6067104.500000 Penalty: 5386.606445
	Iteration 7Q: 3 clusters Score -6067104 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -6068233.000000 Penalty: 5386.606445
	Iteration 8Q: 3 clusters Score -6068233 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -6070030.500000 Penalty: 5386.606445
	Iteration 9F: 3 clusters Score -6070030 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -6072680.000000 Penalty: 5386.606445
	Iteration 10F: 3 clusters Score -6072680 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -6076027.500000 Penalty: 5386.606445
	Iteration 11F: 3 clusters Score -6076028 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 47334 members 
Entering Unmasked Estep 
Score: -6079350.500000 Penalty: 5386.606445
	Iteration 12F: 3 clusters Score -6079350 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 49773 members 
Entering Unmasked Estep 
Score: -6081579.000000 Penalty: 5386.606445
	Iteration 13Q: 3 clusters Score -6081579 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 51040 members 
Entering Unmasked Estep 
Score: -6082751.000000 Penalty: 5386.606445
	Iteration 14Q: 3 clusters Score -6082751 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 51519 members 
Entering Unmasked Estep 
Score: -6083220.500000 Penalty: 5386.606445
	Iteration 15Q: 3 clusters Score -6083220 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 51701 members 
Entering Unmasked Estep 
Score: -6083430.500000 Penalty: 5386.606445
	Iteration 16Q: 3 clusters Score -6083430 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -6083507.500000 Penalty: 5386.606445
	Iteration 17Q: 3 clusters Score -6083508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 51798 members 
Entering Unmasked Estep 
Score: -6083552.500000 Penalty: 5386.606445
	Iteration 18Q: 3 clusters Score -6083552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -6083568.000000 Penalty: 5386.606445
	Iteration 19Q: 3 clusters Score -6083568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 51825 members 
Entering Unmasked Estep 
Score: -6083576.000000 Penalty: 5386.606445
	Iteration 20F: 3 clusters Score -6083576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -6083584.500000 Penalty: 5386.606445
	Iteration 21Q: 3 clusters Score -6083584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 51839 members 
Entering Unmasked Estep 
Score: -6083601.000000 Penalty: 5386.606445
	Iteration 22Q: 3 clusters Score -6083601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 51843 members 
Entering Unmasked Estep 
Score: -6083602.000000 Penalty: 5386.606445
	Iteration 23Q: 3 clusters Score -6083602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -6083616.500000 Penalty: 5386.606445
	Iteration 24Q: 3 clusters Score -6083616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -6083627.000000 Penalty: 5386.606445
	Iteration 25Q: 3 clusters Score -6083627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 51851 members 
Entering Unmasked Estep 
Score: -6083635.000000 Penalty: 5386.606445
	Iteration 26Q: 3 clusters Score -6083635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -6083648.000000 Penalty: 5386.606445
	Iteration 27Q: 3 clusters Score -6083648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -6083649.500000 Penalty: 5386.606445
	Iteration 28Q: 3 clusters Score -6083650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -6083649.500000 Penalty: 5386.606445
	Iteration 29F: 3 clusters Score -6083650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Entering Unmasked Estep 
Score: -1822347.125000 Penalty: 2387.792236
	Iteration 0F: 2 clusters Score -1822347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1811302.500000 Penalty: 4775.584473
	Iteration 0F: 3 clusters Score -1811302 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1814739.625000 Penalty: 4775.584473
	Iteration 1F: 3 clusters Score -1814740 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1815058.875000 Penalty: 4775.584473
	Iteration 2F: 3 clusters Score -1815059 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1815347.625000 Penalty: 4775.584473
	Iteration 3Q: 3 clusters Score -1815348 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1815596.750000 Penalty: 4775.584473
	Iteration 4Q: 3 clusters Score -1815597 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1815857.250000 Penalty: 4775.584473
	Iteration 5Q: 3 clusters Score -1815857 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1816173.625000 Penalty: 4775.584473
	Iteration 6Q: 3 clusters Score -1816174 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1816597.875000 Penalty: 4775.584473
	Iteration 7Q: 3 clusters Score -1816598 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1817181.500000 Penalty: 4775.584473
	Iteration 8F: 3 clusters Score -1817182 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1817891.875000 Penalty: 4775.584473
	Iteration 9F: 3 clusters Score -1817892 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1818555.875000 Penalty: 4775.584473
	Iteration 10F: 3 clusters Score -1818556 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1819167.875000 Penalty: 4775.584473
	Iteration 11Q: 3 clusters Score -1819168 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1819616.000000 Penalty: 4775.584473
	Iteration 12Q: 3 clusters Score -1819616 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1819997.375000 Penalty: 4775.584473
	Iteration 13Q: 3 clusters Score -1819997 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1820276.625000 Penalty: 4775.584473
	Iteration 14Q: 3 clusters Score -1820277 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1820458.875000 Penalty: 4775.584473
	Iteration 15Q: 3 clusters Score -1820459 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1820564.250000 Penalty: 4775.584473
	Iteration 16Q: 3 clusters Score -1820564 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1820672.625000 Penalty: 4775.584473
	Iteration 17Q: 3 clusters Score -1820673 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1820758.250000 Penalty: 4775.584473
	Iteration 18Q: 3 clusters Score -1820758 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1820831.000000 Penalty: 4775.584473
	Iteration 19Q: 3 clusters Score -1820831 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1820869.625000 Penalty: 4775.584473
	Iteration 20F: 3 clusters Score -1820870 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1820900.000000 Penalty: 4775.584473
	Iteration 21Q: 3 clusters Score -1820900 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1820939.250000 Penalty: 4775.584473
	Iteration 22Q: 3 clusters Score -1820939 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1820958.000000 Penalty: 4775.584473
	Iteration 23Q: 3 clusters Score -1820958 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1820972.250000 Penalty: 4775.584473
	Iteration 24Q: 3 clusters Score -1820972 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1820989.250000 Penalty: 4775.584473
	Iteration 25Q: 3 clusters Score -1820989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1820994.375000 Penalty: 4775.584473
	Iteration 26Q: 3 clusters Score -1820994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1820995.125000 Penalty: 4775.584473
	Iteration 27Q: 3 clusters Score -1820995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1820997.875000 Penalty: 4775.584473
	Iteration 28Q: 3 clusters Score -1820998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1820998.875000 Penalty: 4775.584473
	Iteration 29Q: 3 clusters Score -1820999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1821001.375000 Penalty: 4775.584473
	Iteration 30Q: 3 clusters Score -1821001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1821001.625000 Penalty: 4775.584473
	Iteration 31Q: 3 clusters Score -1821002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1821007.625000 Penalty: 4775.584473
	Iteration 32Q: 3 clusters Score -1821008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1821007.750000 Penalty: 4775.584473
	Iteration 33Q: 3 clusters Score -1821008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1821010.375000 Penalty: 4775.584473
	Iteration 34Q: 3 clusters Score -1821010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1821010.375000 Penalty: 4775.584473
	Iteration 35F: 3 clusters Score -1821010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (172282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172282 members 
Entering Unmasked Estep 
Score: -20492520.000000 Penalty: 2990.108154
	Iteration 0F: 2 clusters Score -2.049252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86391 members 
Mstep: Class 2 contains 85891 members 
Entering Unmasked Estep 
Score: -20380872.000000 Penalty: 5980.216309
	Iteration 0F: 3 clusters Score -2.038087e+07 nChanged 82229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88090 members 
Mstep: Class 2 contains 84192 members 
Entering Unmasked Estep 
Score: -20428462.000000 Penalty: 5980.216309
	Iteration 1F: 3 clusters Score -2.042846e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89334 members 
Mstep: Class 2 contains 82948 members 
Entering Unmasked Estep 
Score: -20429610.000000 Penalty: 5980.216309
	Iteration 2Q: 3 clusters Score -2.042961e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91296 members 
Mstep: Class 2 contains 80986 members 
Entering Unmasked Estep 
Score: -20430976.000000 Penalty: 5980.216309
	Iteration 3Q: 3 clusters Score -2.043098e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94436 members 
Mstep: Class 2 contains 77846 members 
Entering Unmasked Estep 
Score: -20432750.000000 Penalty: 5980.216309
	Iteration 4Q: 3 clusters Score -2.043275e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99095 members 
Mstep: Class 2 contains 73187 members 
Entering Unmasked Estep 
Score: -20435564.000000 Penalty: 5980.216309
	Iteration 5Q: 3 clusters Score -2.043556e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106108 members 
Mstep: Class 2 contains 66174 members 
Entering Unmasked Estep 
Score: -20439840.000000 Penalty: 5980.216309
	Iteration 6Q: 3 clusters Score -2.043984e+07 nChanged 10646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116104 members 
Mstep: Class 2 contains 56178 members 
Entering Unmasked Estep 
Score: -20446736.000000 Penalty: 5980.216309
	Iteration 7F: 3 clusters Score -2.044674e+07 nChanged 12750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128540 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -20456048.000000 Penalty: 5980.216309
	Iteration 8F: 3 clusters Score -2.045605e+07 nChanged 13063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141407 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -20466820.000000 Penalty: 5980.216309
	Iteration 9F: 3 clusters Score -2.046682e+07 nChanged 11027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152294 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -20475838.000000 Penalty: 5980.216309
	Iteration 10F: 3 clusters Score -2.047584e+07 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160142 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -20482098.000000 Penalty: 5980.216309
	Iteration 11Q: 3 clusters Score -2.04821e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165274 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -20486026.000000 Penalty: 5980.216309
	Iteration 12Q: 3 clusters Score -2.048603e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168158 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -20488188.000000 Penalty: 5980.216309
	Iteration 13Q: 3 clusters Score -2.048819e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169661 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -20489416.000000 Penalty: 5980.216309
	Iteration 14Q: 3 clusters Score -2.048942e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170374 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -20489970.000000 Penalty: 5980.216309
	Iteration 15Q: 3 clusters Score -2.048997e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170706 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -20490238.000000 Penalty: 5980.216309
	Iteration 16Q: 3 clusters Score -2.049024e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170891 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -20490440.000000 Penalty: 5980.216309
	Iteration 17Q: 3 clusters Score -2.049044e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170997 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -20490556.000000 Penalty: 5980.216309
	Iteration 18Q: 3 clusters Score -2.049056e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171057 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -20490652.000000 Penalty: 5980.216309
	Iteration 19Q: 3 clusters Score -2.049065e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171091 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -20490738.000000 Penalty: 5980.216309
	Iteration 20F: 3 clusters Score -2.049074e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171103 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -20490814.000000 Penalty: 5980.216309
	Iteration 21Q: 3 clusters Score -2.049081e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171118 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -20490856.000000 Penalty: 5980.216309
	Iteration 22Q: 3 clusters Score -2.049086e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171123 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -20490932.000000 Penalty: 5980.216309
	Iteration 23Q: 3 clusters Score -2.049093e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171125 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -20490994.000000 Penalty: 5980.216309
	Iteration 24Q: 3 clusters Score -2.049099e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171126 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -20491034.000000 Penalty: 5980.216309
	Iteration 25Q: 3 clusters Score -2.049103e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171124 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -20491096.000000 Penalty: 5980.216309
	Iteration 26Q: 3 clusters Score -2.04911e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171114 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -20491148.000000 Penalty: 5980.216309
	Iteration 27Q: 3 clusters Score -2.049115e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171104 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -20491192.000000 Penalty: 5980.216309
	Iteration 28Q: 3 clusters Score -2.049119e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171086 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -20491234.000000 Penalty: 5980.216309
	Iteration 29Q: 3 clusters Score -2.049123e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171071 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -20491258.000000 Penalty: 5980.216309
	Iteration 30Q: 3 clusters Score -2.049126e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171059 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -20491298.000000 Penalty: 5980.216309
	Iteration 31Q: 3 clusters Score -2.04913e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171048 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -20491324.000000 Penalty: 5980.216309
	Iteration 32Q: 3 clusters Score -2.049132e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171042 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -20491324.000000 Penalty: 5980.216309
	Iteration 33Q: 3 clusters Score -2.049132e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171035 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -20491338.000000 Penalty: 5980.216309
	Iteration 34Q: 3 clusters Score -2.049134e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171023 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -20491364.000000 Penalty: 5980.216309
	Iteration 35Q: 3 clusters Score -2.049136e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171005 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -20491382.000000 Penalty: 5980.216309
	Iteration 36Q: 3 clusters Score -2.049138e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170999 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -20491378.000000 Penalty: 5980.216309
	Iteration 37Q: 3 clusters Score -2.049138e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170991 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -20491384.000000 Penalty: 5980.216309
	Iteration 38Q: 3 clusters Score -2.049138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170989 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -20491394.000000 Penalty: 5980.216309
	Iteration 39Q: 3 clusters Score -2.049139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170987 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -20491406.000000 Penalty: 5980.216309
	Iteration 40F: 3 clusters Score -2.049141e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170960 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -20491442.000000 Penalty: 5980.216309
	Iteration 41Q: 3 clusters Score -2.049144e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170939 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -20491488.000000 Penalty: 5980.216309
	Iteration 42Q: 3 clusters Score -2.049149e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170919 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -20491520.000000 Penalty: 5980.216309
	Iteration 43Q: 3 clusters Score -2.049152e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170894 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -20491558.000000 Penalty: 5980.216309
	Iteration 44Q: 3 clusters Score -2.049156e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170883 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -20491592.000000 Penalty: 5980.216309
	Iteration 45Q: 3 clusters Score -2.049159e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170871 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -20491606.000000 Penalty: 5980.216309
	Iteration 46Q: 3 clusters Score -2.049161e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170865 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -20491596.000000 Penalty: 5980.216309
	Iteration 47Q: 3 clusters Score -2.04916e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170855 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -20491626.000000 Penalty: 5980.216309
	Iteration 48Q: 3 clusters Score -2.049163e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170842 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -20491630.000000 Penalty: 5980.216309
	Iteration 49Q: 3 clusters Score -2.049163e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170835 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -20491640.000000 Penalty: 5980.216309
	Iteration 50Q: 3 clusters Score -2.049164e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170827 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -20491626.000000 Penalty: 5980.216309
	Iteration 51Q: 3 clusters Score -2.049163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170826 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -20491628.000000 Penalty: 5980.216309
	Iteration 52Q: 3 clusters Score -2.049163e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170826 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -20491634.000000 Penalty: 5980.216309
	Iteration 53Q: 3 clusters Score -2.049163e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170828 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -20491638.000000 Penalty: 5980.216309
	Iteration 54Q: 3 clusters Score -2.049164e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170830 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -20491650.000000 Penalty: 5980.216309
	Iteration 55Q: 3 clusters Score -2.049165e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170830 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -20491658.000000 Penalty: 5980.216309
	Iteration 56Q: 3 clusters Score -2.049166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170832 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -20491662.000000 Penalty: 5980.216309
	Iteration 57Q: 3 clusters Score -2.049166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170830 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -20491672.000000 Penalty: 5980.216309
	Iteration 58Q: 3 clusters Score -2.049167e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170827 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -20491672.000000 Penalty: 5980.216309
	Iteration 59Q: 3 clusters Score -2.049167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170822 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -20491676.000000 Penalty: 5980.216309
	Iteration 60F: 3 clusters Score -2.049168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170817 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -20491684.000000 Penalty: 5980.216309
	Iteration 61Q: 3 clusters Score -2.049168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170817 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -20491682.000000 Penalty: 5980.216309
	Iteration 62Q: 3 clusters Score -2.049168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170813 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -20491690.000000 Penalty: 5980.216309
	Iteration 63Q: 3 clusters Score -2.049169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170810 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -20491672.000000 Penalty: 5980.216309
	Iteration 64Q: 3 clusters Score -2.049167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170805 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -20491666.000000 Penalty: 5980.216309
	Iteration 65Q: 3 clusters Score -2.049167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170800 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -20491690.000000 Penalty: 5980.216309
	Iteration 66Q: 3 clusters Score -2.049169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170800 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -20491696.000000 Penalty: 5980.216309
	Iteration 67Q: 3 clusters Score -2.04917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170799 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -20491706.000000 Penalty: 5980.216309
	Iteration 68Q: 3 clusters Score -2.049171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170797 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -20491700.000000 Penalty: 5980.216309
	Iteration 69Q: 3 clusters Score -2.04917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170798 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -20491700.000000 Penalty: 5980.216309
	Iteration 70Q: 3 clusters Score -2.04917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170799 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -20491716.000000 Penalty: 5980.216309
	Iteration 71Q: 3 clusters Score -2.049172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170799 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -20491716.000000 Penalty: 5980.216309
	Iteration 72F: 3 clusters Score -2.049172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Entering Unmasked Estep 
Score: -4236822.500000 Penalty: 2596.361328
	Iteration 0F: 2 clusters Score -4236822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -4212912.000000 Penalty: 5192.722656
	Iteration 0F: 3 clusters Score -4212912 nChanged 15955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -4221945.000000 Penalty: 5192.722656
	Iteration 1F: 3 clusters Score -4221945 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -4222983.500000 Penalty: 5192.722656
	Iteration 2F: 3 clusters Score -4222984 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -4224315.500000 Penalty: 5192.722656
	Iteration 3F: 3 clusters Score -4224316 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -4225945.500000 Penalty: 5192.722656
	Iteration 4F: 3 clusters Score -4225946 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -4227631.500000 Penalty: 5192.722656
	Iteration 5F: 3 clusters Score -4227632 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -4229089.500000 Penalty: 5192.722656
	Iteration 6F: 3 clusters Score -4229090 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -4230266.500000 Penalty: 5192.722656
	Iteration 7F: 3 clusters Score -4230266 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -4231161.000000 Penalty: 5192.722656
	Iteration 8Q: 3 clusters Score -4231161 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -4231839.500000 Penalty: 5192.722656
	Iteration 9Q: 3 clusters Score -4231840 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -4232314.500000 Penalty: 5192.722656
	Iteration 10Q: 3 clusters Score -4232314 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -4232618.500000 Penalty: 5192.722656
	Iteration 11Q: 3 clusters Score -4232618 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -4232770.500000 Penalty: 5192.722656
	Iteration 12Q: 3 clusters Score -4232770 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -4232897.000000 Penalty: 5192.722656
	Iteration 13Q: 3 clusters Score -4232897 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -4232970.000000 Penalty: 5192.722656
	Iteration 14Q: 3 clusters Score -4232970 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -4233031.500000 Penalty: 5192.722656
	Iteration 15Q: 3 clusters Score -4233032 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -4233096.500000 Penalty: 5192.722656
	Iteration 16Q: 3 clusters Score -4233096 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -4233162.000000 Penalty: 5192.722656
	Iteration 17Q: 3 clusters Score -4233162 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -4233206.500000 Penalty: 5192.722656
	Iteration 18Q: 3 clusters Score -4233206 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -4233256.500000 Penalty: 5192.722656
	Iteration 19Q: 3 clusters Score -4233256 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -4233316.000000 Penalty: 5192.722656
	Iteration 20F: 3 clusters Score -4233316 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -4233353.500000 Penalty: 5192.722656
	Iteration 21Q: 3 clusters Score -4233354 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -4233423.000000 Penalty: 5192.722656
	Iteration 22Q: 3 clusters Score -4233423 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -4233475.500000 Penalty: 5192.722656
	Iteration 23Q: 3 clusters Score -4233476 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -4233551.500000 Penalty: 5192.722656
	Iteration 24Q: 3 clusters Score -4233552 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -4233613.000000 Penalty: 5192.722656
	Iteration 25Q: 3 clusters Score -4233613 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -4233672.000000 Penalty: 5192.722656
	Iteration 26Q: 3 clusters Score -4233672 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -4233743.000000 Penalty: 5192.722656
	Iteration 27Q: 3 clusters Score -4233743 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -4233774.000000 Penalty: 5192.722656
	Iteration 28Q: 3 clusters Score -4233774 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -4233843.000000 Penalty: 5192.722656
	Iteration 29Q: 3 clusters Score -4233843 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -4233886.000000 Penalty: 5192.722656
	Iteration 30Q: 3 clusters Score -4233886 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -4233944.500000 Penalty: 5192.722656
	Iteration 31Q: 3 clusters Score -4233944 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -4233990.000000 Penalty: 5192.722656
	Iteration 32Q: 3 clusters Score -4233990 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -4234044.000000 Penalty: 5192.722656
	Iteration 33Q: 3 clusters Score -4234044 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -4234096.500000 Penalty: 5192.722656
	Iteration 34Q: 3 clusters Score -4234096 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -4234142.000000 Penalty: 5192.722656
	Iteration 35Q: 3 clusters Score -4234142 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -4234205.000000 Penalty: 5192.722656
	Iteration 36Q: 3 clusters Score -4234205 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -4234248.000000 Penalty: 5192.722656
	Iteration 37Q: 3 clusters Score -4234248 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -4234312.000000 Penalty: 5192.722656
	Iteration 38Q: 3 clusters Score -4234312 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -4234387.500000 Penalty: 5192.722656
	Iteration 39Q: 3 clusters Score -4234388 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -4234438.500000 Penalty: 5192.722656
	Iteration 40F: 3 clusters Score -4234438 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -4234475.000000 Penalty: 5192.722656
	Iteration 41Q: 3 clusters Score -4234475 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -4234518.000000 Penalty: 5192.722656
	Iteration 42Q: 3 clusters Score -4234518 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -4234549.500000 Penalty: 5192.722656
	Iteration 43Q: 3 clusters Score -4234550 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -4234572.500000 Penalty: 5192.722656
	Iteration 44Q: 3 clusters Score -4234572 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -4234603.500000 Penalty: 5192.722656
	Iteration 45Q: 3 clusters Score -4234604 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -4234635.000000 Penalty: 5192.722656
	Iteration 46Q: 3 clusters Score -4234635 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -4234679.500000 Penalty: 5192.722656
	Iteration 47Q: 3 clusters Score -4234680 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -4234700.500000 Penalty: 5192.722656
	Iteration 48Q: 3 clusters Score -4234700 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -4234736.500000 Penalty: 5192.722656
	Iteration 49Q: 3 clusters Score -4234736 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -4234751.500000 Penalty: 5192.722656
	Iteration 50Q: 3 clusters Score -4234752 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -4234788.000000 Penalty: 5192.722656
	Iteration 51Q: 3 clusters Score -4234788 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -4234803.000000 Penalty: 5192.722656
	Iteration 52Q: 3 clusters Score -4234803 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -4234832.500000 Penalty: 5192.722656
	Iteration 53Q: 3 clusters Score -4234832 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -4234856.500000 Penalty: 5192.722656
	Iteration 54Q: 3 clusters Score -4234856 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -4234885.000000 Penalty: 5192.722656
	Iteration 55Q: 3 clusters Score -4234885 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -4234893.500000 Penalty: 5192.722656
	Iteration 56Q: 3 clusters Score -4234894 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -4234929.500000 Penalty: 5192.722656
	Iteration 57Q: 3 clusters Score -4234930 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -4234932.000000 Penalty: 5192.722656
	Iteration 58Q: 3 clusters Score -4234932 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -4234958.500000 Penalty: 5192.722656
	Iteration 59Q: 3 clusters Score -4234958 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4234980.500000 Penalty: 5192.722656
	Iteration 60F: 3 clusters Score -4234980 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4235001.500000 Penalty: 5192.722656
	Iteration 61Q: 3 clusters Score -4235002 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4235012.500000 Penalty: 5192.722656
	Iteration 62Q: 3 clusters Score -4235012 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -4235028.000000 Penalty: 5192.722656
	Iteration 63Q: 3 clusters Score -4235028 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -4235026.500000 Penalty: 5192.722656
	Iteration 64Q: 3 clusters Score -4235026 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -4235051.500000 Penalty: 5192.722656
	Iteration 65Q: 3 clusters Score -4235052 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4235074.500000 Penalty: 5192.722656
	Iteration 66Q: 3 clusters Score -4235074 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -4235087.500000 Penalty: 5192.722656
	Iteration 67Q: 3 clusters Score -4235088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -4235089.500000 Penalty: 5192.722656
	Iteration 68Q: 3 clusters Score -4235090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4235107.000000 Penalty: 5192.722656
	Iteration 69Q: 3 clusters Score -4235107 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4235108.000000 Penalty: 5192.722656
	Iteration 70Q: 3 clusters Score -4235108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4235126.000000 Penalty: 5192.722656
	Iteration 71Q: 3 clusters Score -4235126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4235140.000000 Penalty: 5192.722656
	Iteration 72Q: 3 clusters Score -4235140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4235143.000000 Penalty: 5192.722656
	Iteration 73Q: 3 clusters Score -4235143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4235150.000000 Penalty: 5192.722656
	Iteration 74Q: 3 clusters Score -4235150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4235157.500000 Penalty: 5192.722656
	Iteration 75Q: 3 clusters Score -4235158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4235161.500000 Penalty: 5192.722656
	Iteration 76Q: 3 clusters Score -4235162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4235162.500000 Penalty: 5192.722656
	Iteration 77Q: 3 clusters Score -4235162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4235167.000000 Penalty: 5192.722656
	Iteration 78Q: 3 clusters Score -4235167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4235168.500000 Penalty: 5192.722656
	Iteration 79Q: 3 clusters Score -4235168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4235177.000000 Penalty: 5192.722656
	Iteration 80F: 3 clusters Score -4235177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4235176.000000 Penalty: 5192.722656
	Iteration 81Q: 3 clusters Score -4235176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4235176.000000 Penalty: 5192.722656
	Iteration 82Q: 3 clusters Score -4235176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4235176.000000 Penalty: 5192.722656
	Iteration 83Q: 3 clusters Score -4235176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4235180.000000 Penalty: 5192.722656
	Iteration 84Q: 3 clusters Score -4235180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4235180.000000 Penalty: 5192.722656
	Iteration 85F: 3 clusters Score -4235180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217798 members 
Mstep: Class 3 contains 48024 members 
Mstep: Class 4 contains 22349 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36820 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44354 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52057 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172282 members 
Mstep: Class 20 contains 35214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038208.000000 Penalty: 59972.335938
Iteration 359Q: 19 clusters Score -8.003821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217801 members 
Mstep: Class 3 contains 48024 members 
Mstep: Class 4 contains 22349 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36821 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44353 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52057 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172280 members 
Mstep: Class 20 contains 35213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038200.000000 Penalty: 59972.335938
Iteration 360F: 19 clusters Score -8.00382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217798 members 
Mstep: Class 3 contains 48024 members 
Mstep: Class 4 contains 22349 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 36821 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44352 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52057 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172283 members 
Mstep: Class 20 contains 35214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038200.000000 Penalty: 59972.335938
Iteration 361Q: 19 clusters Score -8.00382e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217804 members 
Mstep: Class 3 contains 48024 members 
Mstep: Class 4 contains 22349 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 36821 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44352 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52057 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172277 members 
Mstep: Class 20 contains 35215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038184.000000 Penalty: 59972.335938
Iteration 362Q: 19 clusters Score -8.003818e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217811 members 
Mstep: Class 3 contains 48025 members 
Mstep: Class 4 contains 22349 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 36821 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44353 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52057 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172267 members 
Mstep: Class 20 contains 35216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038160.000000 Penalty: 59972.335938
Iteration 363Q: 19 clusters Score -8.003816e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217827 members 
Mstep: Class 3 contains 48024 members 
Mstep: Class 4 contains 22349 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 36822 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44353 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52057 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172251 members 
Mstep: Class 20 contains 35216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038136.000000 Penalty: 59972.335938
Iteration 364Q: 19 clusters Score -8.003814e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217830 members 
Mstep: Class 3 contains 48024 members 
Mstep: Class 4 contains 22349 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 36822 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44353 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52058 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172247 members 
Mstep: Class 20 contains 35216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038160.000000 Penalty: 59972.335938
Iteration 365Q: 19 clusters Score -8.003816e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217831 members 
Mstep: Class 3 contains 48026 members 
Mstep: Class 4 contains 22350 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 36823 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44353 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52058 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172242 members 
Mstep: Class 20 contains 35216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038152.000000 Penalty: 59972.335938
Iteration 366Q: 19 clusters Score -8.003815e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217831 members 
Mstep: Class 3 contains 48028 members 
Mstep: Class 4 contains 22351 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 36822 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44351 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52058 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172241 members 
Mstep: Class 20 contains 35217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038168.000000 Penalty: 59972.335938
Iteration 367Q: 19 clusters Score -8.003817e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217833 members 
Mstep: Class 3 contains 48029 members 
Mstep: Class 4 contains 22350 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 36823 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44350 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52058 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 172239 members 
Mstep: Class 20 contains 35217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038160.000000 Penalty: 59972.335938
Iteration 368Q: 19 clusters Score -8.003816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217833 members 
Mstep: Class 3 contains 48028 members 
Mstep: Class 4 contains 22350 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 36823 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44350 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52058 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172241 members 
Mstep: Class 20 contains 35217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038152.000000 Penalty: 59972.335938
Iteration 369Q: 19 clusters Score -8.003815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217832 members 
Mstep: Class 3 contains 48027 members 
Mstep: Class 4 contains 22350 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 36823 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44350 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52059 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172242 members 
Mstep: Class 20 contains 35217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038152.000000 Penalty: 59972.335938
Iteration 370Q: 19 clusters Score -8.003815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217831 members 
Mstep: Class 3 contains 48026 members 
Mstep: Class 4 contains 22350 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 36823 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44350 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52060 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172243 members 
Mstep: Class 20 contains 35217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038128.000000 Penalty: 59972.335938
Iteration 371Q: 19 clusters Score -8.003813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217831 members 
Mstep: Class 3 contains 48024 members 
Mstep: Class 4 contains 22350 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 36824 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44350 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52060 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172244 members 
Mstep: Class 20 contains 35217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038184.000000 Penalty: 59972.335938
Iteration 372Q: 19 clusters Score -8.003818e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217835 members 
Mstep: Class 3 contains 48021 members 
Mstep: Class 4 contains 22350 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 36824 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44349 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52060 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172245 members 
Mstep: Class 20 contains 35216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038168.000000 Penalty: 59972.335938
Iteration 373Q: 19 clusters Score -8.003817e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217841 members 
Mstep: Class 3 contains 48017 members 
Mstep: Class 4 contains 22351 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 36824 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44349 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52060 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172243 members 
Mstep: Class 20 contains 35215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038136.000000 Penalty: 59972.335938
Iteration 374Q: 19 clusters Score -8.003814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217842 members 
Mstep: Class 3 contains 48014 members 
Mstep: Class 4 contains 22351 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 36824 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44349 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52061 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172243 members 
Mstep: Class 20 contains 35216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038144.000000 Penalty: 59972.335938
Iteration 375Q: 19 clusters Score -8.003814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217840 members 
Mstep: Class 3 contains 48012 members 
Mstep: Class 4 contains 22351 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 36824 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44349 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52062 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172246 members 
Mstep: Class 20 contains 35216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038136.000000 Penalty: 59972.335938
Iteration 376Q: 19 clusters Score -8.003814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217840 members 
Mstep: Class 3 contains 48011 members 
Mstep: Class 4 contains 22351 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 36824 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44348 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52063 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172247 members 
Mstep: Class 20 contains 35216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038152.000000 Penalty: 59972.335938
Iteration 377Q: 19 clusters Score -8.003815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217840 members 
Mstep: Class 3 contains 48010 members 
Mstep: Class 4 contains 22351 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 36824 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44348 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52064 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172247 members 
Mstep: Class 20 contains 35216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038184.000000 Penalty: 59972.335938
Iteration 378Q: 19 clusters Score -8.003818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217841 members 
Mstep: Class 3 contains 48008 members 
Mstep: Class 4 contains 22351 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 36824 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44348 members 
Mstep: Class 15 contains 6295 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52064 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172247 members 
Mstep: Class 20 contains 35216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038160.000000 Penalty: 59972.335938
Iteration 379Q: 19 clusters Score -8.003816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217843 members 
Mstep: Class 3 contains 48006 members 
Mstep: Class 4 contains 22351 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 36824 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44348 members 
Mstep: Class 15 contains 6295 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52064 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172247 members 
Mstep: Class 20 contains 35216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038160.000000 Penalty: 59972.335938
Iteration 380F: 19 clusters Score -8.003816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217844 members 
Mstep: Class 3 contains 48004 members 
Mstep: Class 4 contains 22351 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 36824 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44348 members 
Mstep: Class 15 contains 6295 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52064 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172248 members 
Mstep: Class 20 contains 35216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038160.000000 Penalty: 59972.335938
Iteration 381Q: 19 clusters Score -8.003816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217845 members 
Mstep: Class 3 contains 48003 members 
Mstep: Class 4 contains 22351 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 36824 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44348 members 
Mstep: Class 15 contains 6295 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52064 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172248 members 
Mstep: Class 20 contains 35216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038160.000000 Penalty: 59972.335938
Iteration 382Q: 19 clusters Score -8.003816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217846 members 
Mstep: Class 3 contains 48003 members 
Mstep: Class 4 contains 22351 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 36824 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44347 members 
Mstep: Class 15 contains 6295 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52064 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172248 members 
Mstep: Class 20 contains 35216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038144.000000 Penalty: 59972.335938
Iteration 383Q: 19 clusters Score -8.003814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217846 members 
Mstep: Class 3 contains 48004 members 
Mstep: Class 4 contains 22350 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 36824 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44347 members 
Mstep: Class 15 contains 6295 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52064 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172248 members 
Mstep: Class 20 contains 35216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038128.000000 Penalty: 59972.335938
Iteration 384Q: 19 clusters Score -8.003813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217846 members 
Mstep: Class 3 contains 48004 members 
Mstep: Class 4 contains 22349 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 36824 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44347 members 
Mstep: Class 15 contains 6295 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52064 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172249 members 
Mstep: Class 20 contains 35216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038112.000000 Penalty: 59972.335938
Iteration 385Q: 19 clusters Score -8.003811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 217846 members 
Mstep: Class 3 contains 48004 members 
Mstep: Class 4 contains 22349 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 36824 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 14 contains 44347 members 
Mstep: Class 15 contains 6295 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52064 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172249 members 
Mstep: Class 20 contains 35216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038112.000000 Penalty: 59972.335938
Iteration 386F: 19 clusters Score -8.003811e+07 nChanged 0
Entering ConstructFrom: 
Score: -80038112.000000 Penalty: 59972.335938
Entering ConstructFrom: 
Trying to split cluster 1 (1884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Entering Unmasked Estep 
Score: -202471.781250 Penalty: 1870.205811
	Iteration 0F: 2 clusters Score -202471.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -199899.734375 Penalty: 3740.411621
	Iteration 0F: 3 clusters Score -199899.7 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -200395.359375 Penalty: 3740.411621
	Iteration 1F: 3 clusters Score -200395.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -200585.609375 Penalty: 3740.411621
	Iteration 2F: 3 clusters Score -200585.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -200725.546875 Penalty: 3740.411621
	Iteration 3F: 3 clusters Score -200725.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -200905.687500 Penalty: 3740.411621
	Iteration 4F: 3 clusters Score -200905.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -201157.062500 Penalty: 3740.411621
	Iteration 5F: 3 clusters Score -201157.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -201566.531250 Penalty: 3740.411621
	Iteration 6F: 3 clusters Score -201566.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -202010.984375 Penalty: 3740.411621
	Iteration 7F: 3 clusters Score -202011 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -202301.453125 Penalty: 3740.411621
	Iteration 8F: 3 clusters Score -202301.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -202423.875000 Penalty: 3740.411621
	Iteration 9Q: 3 clusters Score -202423.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -202479.750000 Penalty: 3740.411621
	Iteration 10Q: 3 clusters Score -202479.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -202501.140625 Penalty: 3740.411621
	Iteration 11Q: 3 clusters Score -202501.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -202512.187500 Penalty: 3740.411621
	Iteration 12Q: 3 clusters Score -202512.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -202520.093750 Penalty: 3740.411621
	Iteration 13Q: 3 clusters Score -202520.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -202526.656250 Penalty: 3740.411621
	Iteration 14Q: 3 clusters Score -202526.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -202531.453125 Penalty: 3740.411621
	Iteration 15Q: 3 clusters Score -202531.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -202537.375000 Penalty: 3740.411621
	Iteration 16Q: 3 clusters Score -202537.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -202539.609375 Penalty: 3740.411621
	Iteration 17Q: 3 clusters Score -202539.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -202541.125000 Penalty: 3740.411621
	Iteration 18Q: 3 clusters Score -202541.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -202541.125000 Penalty: 3740.411621
	Iteration 19F: 3 clusters Score -202541.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 217846 members 
Mstep: Class 3 contains 48004 members 
Mstep: Class 4 contains 22349 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 36824 members 
Mstep: Class 8 contains 11264 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 12 contains 1168 members 
Mstep: Class 14 contains 44347 members 
Mstep: Class 15 contains 6295 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 52064 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 172249 members 
Mstep: Class 20 contains 35216 members 
Entering Unmasked Estep 
Score: -80036728.000000 Penalty: 63304.132812
Splitting cluster 1 changes total score from -80038112.000000 to -80036728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (217846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217846 members 
Entering Unmasked Estep 
Score: -25957888.000000 Penalty: 3048.302979
	Iteration 0F: 2 clusters Score -2.595789e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108885 members 
Mstep: Class 2 contains 108961 members 
Entering Unmasked Estep 
Score: -25823096.000000 Penalty: 6096.605957
	Iteration 0F: 3 clusters Score -2.58231e+07 nChanged 105001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105520 members 
Mstep: Class 2 contains 112326 members 
Entering Unmasked Estep 
Score: -25884392.000000 Penalty: 6096.605957
	Iteration 1F: 3 clusters Score -2.588439e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103553 members 
Mstep: Class 2 contains 114293 members 
Entering Unmasked Estep 
Score: -25885538.000000 Penalty: 6096.605957
	Iteration 2Q: 3 clusters Score -2.588554e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100682 members 
Mstep: Class 2 contains 117164 members 
Entering Unmasked Estep 
Score: -25887074.000000 Penalty: 6096.605957
	Iteration 3Q: 3 clusters Score -2.588707e+07 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96608 members 
Mstep: Class 2 contains 121238 members 
Entering Unmasked Estep 
Score: -25889724.000000 Penalty: 6096.605957
	Iteration 4Q: 3 clusters Score -2.588972e+07 nChanged 12043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91161 members 
Mstep: Class 2 contains 126685 members 
Entering Unmasked Estep 
Score: -25894794.000000 Penalty: 6096.605957
	Iteration 5F: 3 clusters Score -2.589479e+07 nChanged 15553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 133186 members 
Entering Unmasked Estep 
Score: -25902642.000000 Penalty: 6096.605957
	Iteration 6F: 3 clusters Score -2.590264e+07 nChanged 17551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78955 members 
Mstep: Class 2 contains 138891 members 
Entering Unmasked Estep 
Score: -25914484.000000 Penalty: 6096.605957
	Iteration 7F: 3 clusters Score -2.591448e+07 nChanged 17916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76621 members 
Mstep: Class 2 contains 141225 members 
Entering Unmasked Estep 
Score: -25928044.000000 Penalty: 6096.605957
	Iteration 8F: 3 clusters Score -2.592804e+07 nChanged 15166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78513 members 
Mstep: Class 2 contains 139333 members 
Entering Unmasked Estep 
Score: -25935218.000000 Penalty: 6096.605957
	Iteration 9F: 3 clusters Score -2.593522e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82247 members 
Mstep: Class 2 contains 135599 members 
Entering Unmasked Estep 
Score: -25937244.000000 Penalty: 6096.605957
	Iteration 10Q: 3 clusters Score -2.593724e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86147 members 
Mstep: Class 2 contains 131699 members 
Entering Unmasked Estep 
Score: -25938436.000000 Penalty: 6096.605957
	Iteration 11Q: 3 clusters Score -2.593844e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90291 members 
Mstep: Class 2 contains 127555 members 
Entering Unmasked Estep 
Score: -25939746.000000 Penalty: 6096.605957
	Iteration 12Q: 3 clusters Score -2.593975e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94495 members 
Mstep: Class 2 contains 123351 members 
Entering Unmasked Estep 
Score: -25941000.000000 Penalty: 6096.605957
	Iteration 13Q: 3 clusters Score -2.5941e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98734 members 
Mstep: Class 2 contains 119112 members 
Entering Unmasked Estep 
Score: -25942302.000000 Penalty: 6096.605957
	Iteration 14Q: 3 clusters Score -2.59423e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103129 members 
Mstep: Class 2 contains 114717 members 
Entering Unmasked Estep 
Score: -25943712.000000 Penalty: 6096.605957
	Iteration 15Q: 3 clusters Score -2.594371e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107459 members 
Mstep: Class 2 contains 110387 members 
Entering Unmasked Estep 
Score: -25944602.000000 Penalty: 6096.605957
	Iteration 16Q: 3 clusters Score -2.59446e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111647 members 
Mstep: Class 2 contains 106199 members 
Entering Unmasked Estep 
Score: -25945258.000000 Penalty: 6096.605957
	Iteration 17Q: 3 clusters Score -2.594526e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115598 members 
Mstep: Class 2 contains 102248 members 
Entering Unmasked Estep 
Score: -25945396.000000 Penalty: 6096.605957
	Iteration 18Q: 3 clusters Score -2.59454e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119259 members 
Mstep: Class 2 contains 98587 members 
Entering Unmasked Estep 
Score: -25945330.000000 Penalty: 6096.605957
	Iteration 19Q: 3 clusters Score -2.594533e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122430 members 
Mstep: Class 2 contains 95416 members 
Entering Unmasked Estep 
Score: -25945396.000000 Penalty: 6096.605957
	Iteration 20F: 3 clusters Score -2.59454e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124942 members 
Mstep: Class 2 contains 92904 members 
Entering Unmasked Estep 
Score: -25945398.000000 Penalty: 6096.605957
	Iteration 21Q: 3 clusters Score -2.59454e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127285 members 
Mstep: Class 2 contains 90561 members 
Entering Unmasked Estep 
Score: -25945148.000000 Penalty: 6096.605957
	Iteration 22Q: 3 clusters Score -2.594515e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129637 members 
Mstep: Class 2 contains 88209 members 
Entering Unmasked Estep 
Score: -25944930.000000 Penalty: 6096.605957
	Iteration 23Q: 3 clusters Score -2.594493e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131923 members 
Mstep: Class 2 contains 85923 members 
Entering Unmasked Estep 
Score: -25944782.000000 Penalty: 6096.605957
	Iteration 24Q: 3 clusters Score -2.594478e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134235 members 
Mstep: Class 2 contains 83611 members 
Entering Unmasked Estep 
Score: -25944406.000000 Penalty: 6096.605957
	Iteration 25Q: 3 clusters Score -2.594441e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136412 members 
Mstep: Class 2 contains 81434 members 
Entering Unmasked Estep 
Score: -25944092.000000 Penalty: 6096.605957
	Iteration 26Q: 3 clusters Score -2.594409e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138730 members 
Mstep: Class 2 contains 79116 members 
Entering Unmasked Estep 
Score: -25943732.000000 Penalty: 6096.605957
	Iteration 27Q: 3 clusters Score -2.594373e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141028 members 
Mstep: Class 2 contains 76818 members 
Entering Unmasked Estep 
Score: -25943284.000000 Penalty: 6096.605957
	Iteration 28Q: 3 clusters Score -2.594328e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143447 members 
Mstep: Class 2 contains 74399 members 
Entering Unmasked Estep 
Score: -25942950.000000 Penalty: 6096.605957
	Iteration 29Q: 3 clusters Score -2.594295e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145989 members 
Mstep: Class 2 contains 71857 members 
Entering Unmasked Estep 
Score: -25942648.000000 Penalty: 6096.605957
	Iteration 30Q: 3 clusters Score -2.594265e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148551 members 
Mstep: Class 2 contains 69295 members 
Entering Unmasked Estep 
Score: -25942176.000000 Penalty: 6096.605957
	Iteration 31Q: 3 clusters Score -2.594218e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151183 members 
Mstep: Class 2 contains 66663 members 
Entering Unmasked Estep 
Score: -25941844.000000 Penalty: 6096.605957
	Iteration 32Q: 3 clusters Score -2.594184e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153754 members 
Mstep: Class 2 contains 64092 members 
Entering Unmasked Estep 
Score: -25941516.000000 Penalty: 6096.605957
	Iteration 33Q: 3 clusters Score -2.594152e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156260 members 
Mstep: Class 2 contains 61586 members 
Entering Unmasked Estep 
Score: -25941284.000000 Penalty: 6096.605957
	Iteration 34Q: 3 clusters Score -2.594128e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158693 members 
Mstep: Class 2 contains 59153 members 
Entering Unmasked Estep 
Score: -25941134.000000 Penalty: 6096.605957
	Iteration 35Q: 3 clusters Score -2.594113e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161131 members 
Mstep: Class 2 contains 56715 members 
Entering Unmasked Estep 
Score: -25940984.000000 Penalty: 6096.605957
	Iteration 36Q: 3 clusters Score -2.594098e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163395 members 
Mstep: Class 2 contains 54451 members 
Entering Unmasked Estep 
Score: -25940956.000000 Penalty: 6096.605957
	Iteration 37Q: 3 clusters Score -2.594096e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165594 members 
Mstep: Class 2 contains 52252 members 
Entering Unmasked Estep 
Score: -25940842.000000 Penalty: 6096.605957
	Iteration 38Q: 3 clusters Score -2.594084e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167824 members 
Mstep: Class 2 contains 50022 members 
Entering Unmasked Estep 
Score: -25940768.000000 Penalty: 6096.605957
	Iteration 39Q: 3 clusters Score -2.594077e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169960 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -25940744.000000 Penalty: 6096.605957
	Iteration 40F: 3 clusters Score -2.594074e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172024 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -25940782.000000 Penalty: 6096.605957
	Iteration 41Q: 3 clusters Score -2.594078e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174045 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -25940950.000000 Penalty: 6096.605957
	Iteration 42Q: 3 clusters Score -2.594095e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176036 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -25940896.000000 Penalty: 6096.605957
	Iteration 43Q: 3 clusters Score -2.59409e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178000 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -25941044.000000 Penalty: 6096.605957
	Iteration 44Q: 3 clusters Score -2.594104e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179865 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -25941046.000000 Penalty: 6096.605957
	Iteration 45Q: 3 clusters Score -2.594105e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181694 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -25941062.000000 Penalty: 6096.605957
	Iteration 46Q: 3 clusters Score -2.594106e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183503 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -25941144.000000 Penalty: 6096.605957
	Iteration 47Q: 3 clusters Score -2.594114e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185226 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -25941300.000000 Penalty: 6096.605957
	Iteration 48Q: 3 clusters Score -2.59413e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186980 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -25941486.000000 Penalty: 6096.605957
	Iteration 49Q: 3 clusters Score -2.594149e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188708 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -25941756.000000 Penalty: 6096.605957
	Iteration 50Q: 3 clusters Score -2.594176e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190448 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -25943500.000000 Penalty: 6096.605957
	Iteration 51Q: 3 clusters Score -2.59435e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192208 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -25945314.000000 Penalty: 6096.605957
	Iteration 52Q: 3 clusters Score -2.594531e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193985 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -25946976.000000 Penalty: 6096.605957
	Iteration 53Q: 3 clusters Score -2.594698e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195903 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -25948838.000000 Penalty: 6096.605957
	Iteration 54Q: 3 clusters Score -2.594884e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197877 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -25950544.000000 Penalty: 6096.605957
	Iteration 55Q: 3 clusters Score -2.595054e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199888 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -25952182.000000 Penalty: 6096.605957
	Iteration 56Q: 3 clusters Score -2.595218e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201932 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -25953538.000000 Penalty: 6096.605957
	Iteration 57Q: 3 clusters Score -2.595354e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204015 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -25954804.000000 Penalty: 6096.605957
	Iteration 58Q: 3 clusters Score -2.59548e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206067 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -25955936.000000 Penalty: 6096.605957
	Iteration 59Q: 3 clusters Score -2.595594e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207988 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -25956758.000000 Penalty: 6096.605957
	Iteration 60F: 3 clusters Score -2.595676e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209698 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -25957162.000000 Penalty: 6096.605957
	Iteration 61Q: 3 clusters Score -2.595716e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211188 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -25957340.000000 Penalty: 6096.605957
	Iteration 62Q: 3 clusters Score -2.595734e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212437 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -25957194.000000 Penalty: 6096.605957
	Iteration 63Q: 3 clusters Score -2.595719e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213433 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -25957044.000000 Penalty: 6096.605957
	Iteration 64Q: 3 clusters Score -2.595704e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214207 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -25956848.000000 Penalty: 6096.605957
	Iteration 65Q: 3 clusters Score -2.595685e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214818 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -25956620.000000 Penalty: 6096.605957
	Iteration 66Q: 3 clusters Score -2.595662e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215271 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -25956578.000000 Penalty: 6096.605957
	Iteration 67Q: 3 clusters Score -2.595658e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215619 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -25956432.000000 Penalty: 6096.605957
	Iteration 68Q: 3 clusters Score -2.595643e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215880 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -25956446.000000 Penalty: 6096.605957
	Iteration 69Q: 3 clusters Score -2.595645e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216045 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -25956366.000000 Penalty: 6096.605957
	Iteration 70Q: 3 clusters Score -2.595637e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216180 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -25956306.000000 Penalty: 6096.605957
	Iteration 71Q: 3 clusters Score -2.595631e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216270 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -25956258.000000 Penalty: 6096.605957
	Iteration 72Q: 3 clusters Score -2.595626e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216362 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -25956262.000000 Penalty: 6096.605957
	Iteration 73Q: 3 clusters Score -2.595626e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216429 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -25956218.000000 Penalty: 6096.605957
	Iteration 74Q: 3 clusters Score -2.595622e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216483 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -25956214.000000 Penalty: 6096.605957
	Iteration 75Q: 3 clusters Score -2.595621e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216534 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -25956162.000000 Penalty: 6096.605957
	Iteration 76Q: 3 clusters Score -2.595616e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216578 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -25956174.000000 Penalty: 6096.605957
	Iteration 77Q: 3 clusters Score -2.595617e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216617 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -25956170.000000 Penalty: 6096.605957
	Iteration 78Q: 3 clusters Score -2.595617e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216648 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -25956152.000000 Penalty: 6096.605957
	Iteration 79Q: 3 clusters Score -2.595615e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216678 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -25956124.000000 Penalty: 6096.605957
	Iteration 80F: 3 clusters Score -2.595612e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216691 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -25956120.000000 Penalty: 6096.605957
	Iteration 81Q: 3 clusters Score -2.595612e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216704 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -25956144.000000 Penalty: 6096.605957
	Iteration 82Q: 3 clusters Score -2.595614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216716 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -25956150.000000 Penalty: 6096.605957
	Iteration 83Q: 3 clusters Score -2.595615e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216733 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -25956152.000000 Penalty: 6096.605957
	Iteration 84Q: 3 clusters Score -2.595615e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216743 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -25956150.000000 Penalty: 6096.605957
	Iteration 85Q: 3 clusters Score -2.595615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216754 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -25956150.000000 Penalty: 6096.605957
	Iteration 86Q: 3 clusters Score -2.595615e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216769 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -25956136.000000 Penalty: 6096.605957
	Iteration 87Q: 3 clusters Score -2.595614e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216791 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -25956122.000000 Penalty: 6096.605957
	Iteration 88Q: 3 clusters Score -2.595612e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216806 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -25956136.000000 Penalty: 6096.605957
	Iteration 89Q: 3 clusters Score -2.595614e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216818 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -25956156.000000 Penalty: 6096.605957
	Iteration 90Q: 3 clusters Score -2.595616e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216831 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -25956136.000000 Penalty: 6096.605957
	Iteration 91Q: 3 clusters Score -2.595614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216835 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -25956146.000000 Penalty: 6096.605957
	Iteration 92Q: 3 clusters Score -2.595615e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216841 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -25956152.000000 Penalty: 6096.605957
	Iteration 93Q: 3 clusters Score -2.595615e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216848 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -25956124.000000 Penalty: 6096.605957
	Iteration 94Q: 3 clusters Score -2.595612e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216857 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -25956128.000000 Penalty: 6096.605957
	Iteration 95Q: 3 clusters Score -2.595613e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216865 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -25956136.000000 Penalty: 6096.605957
	Iteration 96Q: 3 clusters Score -2.595614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216870 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -25956136.000000 Penalty: 6096.605957
	Iteration 97Q: 3 clusters Score -2.595614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216873 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -25956126.000000 Penalty: 6096.605957
	Iteration 98Q: 3 clusters Score -2.595613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216873 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -25956140.000000 Penalty: 6096.605957
	Iteration 99Q: 3 clusters Score -2.595614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216876 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -25956136.000000 Penalty: 6096.605957
	Iteration 100F: 3 clusters Score -2.595614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216877 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -25956130.000000 Penalty: 6096.605957
	Iteration 101Q: 3 clusters Score -2.595613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216879 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -25956138.000000 Penalty: 6096.605957
	Iteration 102Q: 3 clusters Score -2.595614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216882 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -25956130.000000 Penalty: 6096.605957
	Iteration 103Q: 3 clusters Score -2.595613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216887 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -25956124.000000 Penalty: 6096.605957
	Iteration 104Q: 3 clusters Score -2.595612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216892 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -25956126.000000 Penalty: 6096.605957
	Iteration 105Q: 3 clusters Score -2.595613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216892 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -25956128.000000 Penalty: 6096.605957
	Iteration 106Q: 3 clusters Score -2.595613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216893 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -25956128.000000 Penalty: 6096.605957
	Iteration 107Q: 3 clusters Score -2.595613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216894 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -25956134.000000 Penalty: 6096.605957
	Iteration 108Q: 3 clusters Score -2.595613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216896 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -25956118.000000 Penalty: 6096.605957
	Iteration 109Q: 3 clusters Score -2.595612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216899 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -25956100.000000 Penalty: 6096.605957
	Iteration 110Q: 3 clusters Score -2.59561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216900 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -25956104.000000 Penalty: 6096.605957
	Iteration 111Q: 3 clusters Score -2.59561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216900 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -25956104.000000 Penalty: 6096.605957
	Iteration 112F: 3 clusters Score -2.59561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Entering Unmasked Estep 
Score: -5756322.500000 Penalty: 2673.201660
	Iteration 0F: 2 clusters Score -5756322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -5724163.000000 Penalty: 5346.403320
	Iteration 0F: 3 clusters Score -5724163 nChanged 21980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -5736244.500000 Penalty: 5346.403320
	Iteration 1F: 3 clusters Score -5736244 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -5736956.500000 Penalty: 5346.403320
	Iteration 2Q: 3 clusters Score -5736956 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -5737808.000000 Penalty: 5346.403320
	Iteration 3Q: 3 clusters Score -5737808 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -5738939.000000 Penalty: 5346.403320
	Iteration 4Q: 3 clusters Score -5738939 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -5740342.500000 Penalty: 5346.403320
	Iteration 5F: 3 clusters Score -5740342 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -5742220.500000 Penalty: 5346.403320
	Iteration 6F: 3 clusters Score -5742220 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -5744559.500000 Penalty: 5346.403320
	Iteration 7F: 3 clusters Score -5744560 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -5746806.000000 Penalty: 5346.403320
	Iteration 8F: 3 clusters Score -5746806 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -5748587.500000 Penalty: 5346.403320
	Iteration 9F: 3 clusters Score -5748588 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -5749713.000000 Penalty: 5346.403320
	Iteration 10Q: 3 clusters Score -5749713 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -5750260.500000 Penalty: 5346.403320
	Iteration 11Q: 3 clusters Score -5750260 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -5750618.500000 Penalty: 5346.403320
	Iteration 12Q: 3 clusters Score -5750618 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -5750979.500000 Penalty: 5346.403320
	Iteration 13Q: 3 clusters Score -5750980 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -5751185.500000 Penalty: 5346.403320
	Iteration 14Q: 3 clusters Score -5751186 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -5751395.500000 Penalty: 5346.403320
	Iteration 15Q: 3 clusters Score -5751396 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -5751643.500000 Penalty: 5346.403320
	Iteration 16Q: 3 clusters Score -5751644 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -5751849.000000 Penalty: 5346.403320
	Iteration 17Q: 3 clusters Score -5751849 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -5752089.500000 Penalty: 5346.403320
	Iteration 18Q: 3 clusters Score -5752090 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -5752439.000000 Penalty: 5346.403320
	Iteration 19Q: 3 clusters Score -5752439 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -5752853.500000 Penalty: 5346.403320
	Iteration 20F: 3 clusters Score -5752854 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -5753383.000000 Penalty: 5346.403320
	Iteration 21Q: 3 clusters Score -5753383 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -5753986.000000 Penalty: 5346.403320
	Iteration 22Q: 3 clusters Score -5753986 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -5754530.500000 Penalty: 5346.403320
	Iteration 23Q: 3 clusters Score -5754530 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -5754804.500000 Penalty: 5346.403320
	Iteration 24Q: 3 clusters Score -5754804 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -5754911.000000 Penalty: 5346.403320
	Iteration 25Q: 3 clusters Score -5754911 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -5754998.500000 Penalty: 5346.403320
	Iteration 26Q: 3 clusters Score -5754998 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -5755027.500000 Penalty: 5346.403320
	Iteration 27Q: 3 clusters Score -5755028 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -5755046.000000 Penalty: 5346.403320
	Iteration 28Q: 3 clusters Score -5755046 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -5755083.500000 Penalty: 5346.403320
	Iteration 29Q: 3 clusters Score -5755084 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -5755098.000000 Penalty: 5346.403320
	Iteration 30Q: 3 clusters Score -5755098 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -5755120.000000 Penalty: 5346.403320
	Iteration 31Q: 3 clusters Score -5755120 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -5755136.000000 Penalty: 5346.403320
	Iteration 32Q: 3 clusters Score -5755136 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -5755142.500000 Penalty: 5346.403320
	Iteration 33Q: 3 clusters Score -5755142 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -5755152.500000 Penalty: 5346.403320
	Iteration 34Q: 3 clusters Score -5755152 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -5755146.500000 Penalty: 5346.403320
	Iteration 35Q: 3 clusters Score -5755146 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -5755169.000000 Penalty: 5346.403320
	Iteration 36Q: 3 clusters Score -5755169 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -5755165.500000 Penalty: 5346.403320
	Iteration 37Q: 3 clusters Score -5755166 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -5755170.000000 Penalty: 5346.403320
	Iteration 38Q: 3 clusters Score -5755170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -5755170.000000 Penalty: 5346.403320
	Iteration 39Q: 3 clusters Score -5755170 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -5755186.500000 Penalty: 5346.403320
	Iteration 40F: 3 clusters Score -5755186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -5755188.000000 Penalty: 5346.403320
	Iteration 41Q: 3 clusters Score -5755188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -5755174.000000 Penalty: 5346.403320
	Iteration 42Q: 3 clusters Score -5755174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -5755172.500000 Penalty: 5346.403320
	Iteration 43Q: 3 clusters Score -5755172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -5755184.500000 Penalty: 5346.403320
	Iteration 44Q: 3 clusters Score -5755184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -5755177.500000 Penalty: 5346.403320
	Iteration 45Q: 3 clusters Score -5755178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -5755176.000000 Penalty: 5346.403320
	Iteration 46Q: 3 clusters Score -5755176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -5755178.500000 Penalty: 5346.403320
	Iteration 47Q: 3 clusters Score -5755178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -5755182.500000 Penalty: 5346.403320
	Iteration 48Q: 3 clusters Score -5755182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -5755181.500000 Penalty: 5346.403320
	Iteration 49Q: 3 clusters Score -5755182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -5755181.000000 Penalty: 5346.403320
	Iteration 50Q: 3 clusters Score -5755181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -5755179.000000 Penalty: 5346.403320
	Iteration 51Q: 3 clusters Score -5755179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -5755177.000000 Penalty: 5346.403320
	Iteration 52Q: 3 clusters Score -5755177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -5755180.500000 Penalty: 5346.403320
	Iteration 53Q: 3 clusters Score -5755180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -5755179.500000 Penalty: 5346.403320
	Iteration 54Q: 3 clusters Score -5755180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -5755179.500000 Penalty: 5346.403320
	Iteration 55Q: 3 clusters Score -5755180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -5755179.000000 Penalty: 5346.403320
	Iteration 56Q: 3 clusters Score -5755179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -5755181.500000 Penalty: 5346.403320
	Iteration 57Q: 3 clusters Score -5755182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -5755181.000000 Penalty: 5346.403320
	Iteration 58Q: 3 clusters Score -5755181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -5755184.000000 Penalty: 5346.403320
	Iteration 59Q: 3 clusters Score -5755184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -5755178.500000 Penalty: 5346.403320
	Iteration 60F: 3 clusters Score -5755178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -5755179.000000 Penalty: 5346.403320
	Iteration 61Q: 3 clusters Score -5755179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -5755183.500000 Penalty: 5346.403320
	Iteration 62Q: 3 clusters Score -5755184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -5755183.500000 Penalty: 5346.403320
	Iteration 63Q: 3 clusters Score -5755184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -5755188.500000 Penalty: 5346.403320
	Iteration 64Q: 3 clusters Score -5755188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -5755190.000000 Penalty: 5346.403320
	Iteration 65Q: 3 clusters Score -5755190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -5755193.500000 Penalty: 5346.403320
	Iteration 66Q: 3 clusters Score -5755194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -5755193.000000 Penalty: 5346.403320
	Iteration 67Q: 3 clusters Score -5755193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -5755201.500000 Penalty: 5346.403320
	Iteration 68Q: 3 clusters Score -5755202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -5755206.500000 Penalty: 5346.403320
	Iteration 69Q: 3 clusters Score -5755206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -5755196.000000 Penalty: 5346.403320
	Iteration 70Q: 3 clusters Score -5755196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -5755191.000000 Penalty: 5346.403320
	Iteration 71Q: 3 clusters Score -5755191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -5755194.000000 Penalty: 5346.403320
	Iteration 72Q: 3 clusters Score -5755194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -5755198.500000 Penalty: 5346.403320
	Iteration 73Q: 3 clusters Score -5755198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -5755193.000000 Penalty: 5346.403320
	Iteration 74Q: 3 clusters Score -5755193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -5755199.000000 Penalty: 5346.403320
	Iteration 75Q: 3 clusters Score -5755199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -5755202.000000 Penalty: 5346.403320
	Iteration 76Q: 3 clusters Score -5755202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -5755211.000000 Penalty: 5346.403320
	Iteration 77Q: 3 clusters Score -5755211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -5755199.000000 Penalty: 5346.403320
	Iteration 78Q: 3 clusters Score -5755199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -5755207.500000 Penalty: 5346.403320
	Iteration 79Q: 3 clusters Score -5755208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -5755199.500000 Penalty: 5346.403320
	Iteration 80F: 3 clusters Score -5755200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -5755198.500000 Penalty: 5346.403320
	Iteration 81Q: 3 clusters Score -5755198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -5755200.500000 Penalty: 5346.403320
	Iteration 82Q: 3 clusters Score -5755200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -5755207.000000 Penalty: 5346.403320
	Iteration 83Q: 3 clusters Score -5755207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -5755208.500000 Penalty: 5346.403320
	Iteration 84Q: 3 clusters Score -5755208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -5755208.000000 Penalty: 5346.403320
	Iteration 85Q: 3 clusters Score -5755208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -5755212.000000 Penalty: 5346.403320
	Iteration 86Q: 3 clusters Score -5755212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -5755209.000000 Penalty: 5346.403320
	Iteration 87Q: 3 clusters Score -5755209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -5755201.500000 Penalty: 5346.403320
	Iteration 88Q: 3 clusters Score -5755202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -5755213.500000 Penalty: 5346.403320
	Iteration 89Q: 3 clusters Score -5755214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -5755214.500000 Penalty: 5346.403320
	Iteration 90Q: 3 clusters Score -5755214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -5755219.500000 Penalty: 5346.403320
	Iteration 91Q: 3 clusters Score -5755220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -5755211.000000 Penalty: 5346.403320
	Iteration 92Q: 3 clusters Score -5755211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -5755217.000000 Penalty: 5346.403320
	Iteration 93Q: 3 clusters Score -5755217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -5755221.000000 Penalty: 5346.403320
	Iteration 94Q: 3 clusters Score -5755221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -5755212.500000 Penalty: 5346.403320
	Iteration 95Q: 3 clusters Score -5755212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -5755219.000000 Penalty: 5346.403320
	Iteration 96Q: 3 clusters Score -5755219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -5755218.500000 Penalty: 5346.403320
	Iteration 97Q: 3 clusters Score -5755218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -5755223.500000 Penalty: 5346.403320
	Iteration 98Q: 3 clusters Score -5755224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -5755221.000000 Penalty: 5346.403320
	Iteration 99Q: 3 clusters Score -5755221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -5755222.500000 Penalty: 5346.403320
	Iteration 100F: 3 clusters Score -5755222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -5755227.000000 Penalty: 5346.403320
	Iteration 101Q: 3 clusters Score -5755227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -5755232.500000 Penalty: 5346.403320
	Iteration 102Q: 3 clusters Score -5755232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -5755225.500000 Penalty: 5346.403320
	Iteration 103Q: 3 clusters Score -5755226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -5755227.500000 Penalty: 5346.403320
	Iteration 104Q: 3 clusters Score -5755228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -5755229.000000 Penalty: 5346.403320
	Iteration 105Q: 3 clusters Score -5755229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -5755233.500000 Penalty: 5346.403320
	Iteration 106Q: 3 clusters Score -5755234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -5755243.000000 Penalty: 5346.403320
	Iteration 107Q: 3 clusters Score -5755243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -5755247.500000 Penalty: 5346.403320
	Iteration 108Q: 3 clusters Score -5755248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -5755245.500000 Penalty: 5346.403320
	Iteration 109Q: 3 clusters Score -5755246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -5755245.000000 Penalty: 5346.403320
	Iteration 110Q: 3 clusters Score -5755245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -5755242.000000 Penalty: 5346.403320
	Iteration 111Q: 3 clusters Score -5755242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -5755242.000000 Penalty: 5346.403320
	Iteration 112F: 3 clusters Score -5755242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Entering Unmasked Estep 
Score: -2725697.000000 Penalty: 2483.605225
	Iteration 0F: 2 clusters Score -2725697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2710242.750000 Penalty: 4967.210449
	Iteration 0F: 3 clusters Score -2710243 nChanged 9708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2715400.000000 Penalty: 4967.210449
	Iteration 1F: 3 clusters Score -2715400 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2715927.500000 Penalty: 4967.210449
	Iteration 2F: 3 clusters Score -2715928 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2716373.500000 Penalty: 4967.210449
	Iteration 3F: 3 clusters Score -2716374 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2716779.250000 Penalty: 4967.210449
	Iteration 4Q: 3 clusters Score -2716779 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2717186.750000 Penalty: 4967.210449
	Iteration 5Q: 3 clusters Score -2717187 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2717618.250000 Penalty: 4967.210449
	Iteration 6Q: 3 clusters Score -2717618 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2718178.250000 Penalty: 4967.210449
	Iteration 7Q: 3 clusters Score -2718178 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2718949.500000 Penalty: 4967.210449
	Iteration 8F: 3 clusters Score -2718950 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2719944.250000 Penalty: 4967.210449
	Iteration 9F: 3 clusters Score -2719944 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2720969.250000 Penalty: 4967.210449
	Iteration 10F: 3 clusters Score -2720969 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2721750.750000 Penalty: 4967.210449
	Iteration 11Q: 3 clusters Score -2721751 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2722153.000000 Penalty: 4967.210449
	Iteration 12Q: 3 clusters Score -2722153 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2722333.750000 Penalty: 4967.210449
	Iteration 13Q: 3 clusters Score -2722334 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2722433.250000 Penalty: 4967.210449
	Iteration 14Q: 3 clusters Score -2722433 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2722493.500000 Penalty: 4967.210449
	Iteration 15Q: 3 clusters Score -2722494 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2722532.250000 Penalty: 4967.210449
	Iteration 16Q: 3 clusters Score -2722532 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2722572.750000 Penalty: 4967.210449
	Iteration 17Q: 3 clusters Score -2722573 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2722594.750000 Penalty: 4967.210449
	Iteration 18Q: 3 clusters Score -2722595 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2722629.000000 Penalty: 4967.210449
	Iteration 19Q: 3 clusters Score -2722629 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2722650.500000 Penalty: 4967.210449
	Iteration 20F: 3 clusters Score -2722650 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2722667.000000 Penalty: 4967.210449
	Iteration 21Q: 3 clusters Score -2722667 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2722690.250000 Penalty: 4967.210449
	Iteration 22Q: 3 clusters Score -2722690 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2722705.250000 Penalty: 4967.210449
	Iteration 23Q: 3 clusters Score -2722705 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2722729.750000 Penalty: 4967.210449
	Iteration 24Q: 3 clusters Score -2722730 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2722740.250000 Penalty: 4967.210449
	Iteration 25Q: 3 clusters Score -2722740 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2722760.250000 Penalty: 4967.210449
	Iteration 26Q: 3 clusters Score -2722760 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2722771.750000 Penalty: 4967.210449
	Iteration 27Q: 3 clusters Score -2722772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2722776.500000 Penalty: 4967.210449
	Iteration 28Q: 3 clusters Score -2722776 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2722785.000000 Penalty: 4967.210449
	Iteration 29Q: 3 clusters Score -2722785 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2722789.750000 Penalty: 4967.210449
	Iteration 30Q: 3 clusters Score -2722790 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2722792.750000 Penalty: 4967.210449
	Iteration 31Q: 3 clusters Score -2722793 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2722802.500000 Penalty: 4967.210449
	Iteration 32Q: 3 clusters Score -2722802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2722801.500000 Penalty: 4967.210449
	Iteration 33Q: 3 clusters Score -2722802 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2722805.000000 Penalty: 4967.210449
	Iteration 34Q: 3 clusters Score -2722805 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2722818.750000 Penalty: 4967.210449
	Iteration 35Q: 3 clusters Score -2722819 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2722828.750000 Penalty: 4967.210449
	Iteration 36Q: 3 clusters Score -2722829 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2722843.500000 Penalty: 4967.210449
	Iteration 37Q: 3 clusters Score -2722844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2722848.250000 Penalty: 4967.210449
	Iteration 38Q: 3 clusters Score -2722848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2722858.750000 Penalty: 4967.210449
	Iteration 39Q: 3 clusters Score -2722859 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2722867.750000 Penalty: 4967.210449
	Iteration 40F: 3 clusters Score -2722868 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2722881.750000 Penalty: 4967.210449
	Iteration 41Q: 3 clusters Score -2722882 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2722881.250000 Penalty: 4967.210449
	Iteration 42Q: 3 clusters Score -2722881 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2722889.500000 Penalty: 4967.210449
	Iteration 43Q: 3 clusters Score -2722890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2722894.000000 Penalty: 4967.210449
	Iteration 44Q: 3 clusters Score -2722894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2722892.000000 Penalty: 4967.210449
	Iteration 45Q: 3 clusters Score -2722892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2722898.000000 Penalty: 4967.210449
	Iteration 46Q: 3 clusters Score -2722898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2722901.000000 Penalty: 4967.210449
	Iteration 47Q: 3 clusters Score -2722901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2722904.500000 Penalty: 4967.210449
	Iteration 48Q: 3 clusters Score -2722904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2722907.250000 Penalty: 4967.210449
	Iteration 49Q: 3 clusters Score -2722907 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2722908.000000 Penalty: 4967.210449
	Iteration 50Q: 3 clusters Score -2722908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2722913.500000 Penalty: 4967.210449
	Iteration 51Q: 3 clusters Score -2722914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2722912.750000 Penalty: 4967.210449
	Iteration 52Q: 3 clusters Score -2722913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2722915.500000 Penalty: 4967.210449
	Iteration 53Q: 3 clusters Score -2722916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2722914.250000 Penalty: 4967.210449
	Iteration 54Q: 3 clusters Score -2722914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2722920.750000 Penalty: 4967.210449
	Iteration 55Q: 3 clusters Score -2722921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2722927.250000 Penalty: 4967.210449
	Iteration 56Q: 3 clusters Score -2722927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2722936.500000 Penalty: 4967.210449
	Iteration 57Q: 3 clusters Score -2722936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2722945.000000 Penalty: 4967.210449
	Iteration 58Q: 3 clusters Score -2722945 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2722953.750000 Penalty: 4967.210449
	Iteration 59Q: 3 clusters Score -2722954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2722952.250000 Penalty: 4967.210449
	Iteration 60F: 3 clusters Score -2722952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2722962.750000 Penalty: 4967.210449
	Iteration 61Q: 3 clusters Score -2722963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2722969.750000 Penalty: 4967.210449
	Iteration 62Q: 3 clusters Score -2722970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2722978.000000 Penalty: 4967.210449
	Iteration 63Q: 3 clusters Score -2722978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2722982.750000 Penalty: 4967.210449
	Iteration 64Q: 3 clusters Score -2722983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2722984.750000 Penalty: 4967.210449
	Iteration 65Q: 3 clusters Score -2722985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2722988.500000 Penalty: 4967.210449
	Iteration 66Q: 3 clusters Score -2722988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2722986.000000 Penalty: 4967.210449
	Iteration 67Q: 3 clusters Score -2722986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2722995.750000 Penalty: 4967.210449
	Iteration 68Q: 3 clusters Score -2722996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2722995.000000 Penalty: 4967.210449
	Iteration 69Q: 3 clusters Score -2722995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2722996.750000 Penalty: 4967.210449
	Iteration 70Q: 3 clusters Score -2722997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2722995.750000 Penalty: 4967.210449
	Iteration 71Q: 3 clusters Score -2722996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2722998.750000 Penalty: 4967.210449
	Iteration 72Q: 3 clusters Score -2722999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2723002.000000 Penalty: 4967.210449
	Iteration 73Q: 3 clusters Score -2723002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2723007.000000 Penalty: 4967.210449
	Iteration 74Q: 3 clusters Score -2723007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2723016.500000 Penalty: 4967.210449
	Iteration 75Q: 3 clusters Score -2723016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2723024.750000 Penalty: 4967.210449
	Iteration 76Q: 3 clusters Score -2723025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2723025.750000 Penalty: 4967.210449
	Iteration 77Q: 3 clusters Score -2723026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2723029.000000 Penalty: 4967.210449
	Iteration 78Q: 3 clusters Score -2723029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2723027.250000 Penalty: 4967.210449
	Iteration 79Q: 3 clusters Score -2723027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2723039.250000 Penalty: 4967.210449
	Iteration 80F: 3 clusters Score -2723039 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2723048.000000 Penalty: 4967.210449
	Iteration 81Q: 3 clusters Score -2723048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2723054.500000 Penalty: 4967.210449
	Iteration 82Q: 3 clusters Score -2723054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2723064.750000 Penalty: 4967.210449
	Iteration 83Q: 3 clusters Score -2723065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2723063.500000 Penalty: 4967.210449
	Iteration 84Q: 3 clusters Score -2723064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2723072.000000 Penalty: 4967.210449
	Iteration 85Q: 3 clusters Score -2723072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2723074.000000 Penalty: 4967.210449
	Iteration 86Q: 3 clusters Score -2723074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2723077.750000 Penalty: 4967.210449
	Iteration 87Q: 3 clusters Score -2723078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2723077.250000 Penalty: 4967.210449
	Iteration 88Q: 3 clusters Score -2723077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2723077.500000 Penalty: 4967.210449
	Iteration 89Q: 3 clusters Score -2723078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2723073.000000 Penalty: 4967.210449
	Iteration 90Q: 3 clusters Score -2723073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2723077.000000 Penalty: 4967.210449
	Iteration 91Q: 3 clusters Score -2723077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2723077.000000 Penalty: 4967.210449
	Iteration 92Q: 3 clusters Score -2723077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2723078.250000 Penalty: 4967.210449
	Iteration 93Q: 3 clusters Score -2723078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2723077.000000 Penalty: 4967.210449
	Iteration 94Q: 3 clusters Score -2723077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2723077.000000 Penalty: 4967.210449
	Iteration 95Q: 3 clusters Score -2723077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2723076.750000 Penalty: 4967.210449
	Iteration 96Q: 3 clusters Score -2723077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2723074.750000 Penalty: 4967.210449
	Iteration 97Q: 3 clusters Score -2723075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2723075.750000 Penalty: 4967.210449
	Iteration 98Q: 3 clusters Score -2723076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2723076.500000 Penalty: 4967.210449
	Iteration 99Q: 3 clusters Score -2723076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2723076.500000 Penalty: 4967.210449
	Iteration 100F: 3 clusters Score -2723076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Entering Unmasked Estep 
Score: -705711.250000 Penalty: 2153.269531
	Iteration 0F: 2 clusters Score -705711.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -700643.125000 Penalty: 4306.539062
	Iteration 0F: 3 clusters Score -700643.1 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -701891.625000 Penalty: 4306.539062
	Iteration 1F: 3 clusters Score -701891.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -702137.250000 Penalty: 4306.539062
	Iteration 2F: 3 clusters Score -702137.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -702287.062500 Penalty: 4306.539062
	Iteration 3F: 3 clusters Score -702287.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -702396.812500 Penalty: 4306.539062
	Iteration 4Q: 3 clusters Score -702396.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -702477.687500 Penalty: 4306.539062
	Iteration 5Q: 3 clusters Score -702477.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -702554.437500 Penalty: 4306.539062
	Iteration 6Q: 3 clusters Score -702554.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -702640.812500 Penalty: 4306.539062
	Iteration 7Q: 3 clusters Score -702640.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -702749.375000 Penalty: 4306.539062
	Iteration 8Q: 3 clusters Score -702749.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -702880.687500 Penalty: 4306.539062
	Iteration 9Q: 3 clusters Score -702880.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -703128.625000 Penalty: 4306.539062
	Iteration 10Q: 3 clusters Score -703128.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -703407.312500 Penalty: 4306.539062
	Iteration 11Q: 3 clusters Score -703407.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -703600.312500 Penalty: 4306.539062
	Iteration 12Q: 3 clusters Score -703600.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -703762.187500 Penalty: 4306.539062
	Iteration 13Q: 3 clusters Score -703762.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -703890.937500 Penalty: 4306.539062
	Iteration 14Q: 3 clusters Score -703890.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -703990.000000 Penalty: 4306.539062
	Iteration 15Q: 3 clusters Score -703990 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -704066.875000 Penalty: 4306.539062
	Iteration 16Q: 3 clusters Score -704066.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -704126.125000 Penalty: 4306.539062
	Iteration 17Q: 3 clusters Score -704126.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -704160.250000 Penalty: 4306.539062
	Iteration 18Q: 3 clusters Score -704160.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -704182.937500 Penalty: 4306.539062
	Iteration 19Q: 3 clusters Score -704182.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -704195.125000 Penalty: 4306.539062
	Iteration 20F: 3 clusters Score -704195.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -704202.312500 Penalty: 4306.539062
	Iteration 21Q: 3 clusters Score -704202.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -704209.812500 Penalty: 4306.539062
	Iteration 22Q: 3 clusters Score -704209.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -704215.750000 Penalty: 4306.539062
	Iteration 23Q: 3 clusters Score -704215.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -704217.437500 Penalty: 4306.539062
	Iteration 24Q: 3 clusters Score -704217.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -704220.625000 Penalty: 4306.539062
	Iteration 25Q: 3 clusters Score -704220.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -704222.375000 Penalty: 4306.539062
	Iteration 26Q: 3 clusters Score -704222.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -704225.812500 Penalty: 4306.539062
	Iteration 27Q: 3 clusters Score -704225.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -704226.750000 Penalty: 4306.539062
	Iteration 28Q: 3 clusters Score -704226.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -704229.062500 Penalty: 4306.539062
	Iteration 29Q: 3 clusters Score -704229.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -704231.187500 Penalty: 4306.539062
	Iteration 30Q: 3 clusters Score -704231.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -704232.312500 Penalty: 4306.539062
	Iteration 31Q: 3 clusters Score -704232.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -704235.812500 Penalty: 4306.539062
	Iteration 32Q: 3 clusters Score -704235.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -704238.500000 Penalty: 4306.539062
	Iteration 33Q: 3 clusters Score -704238.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -704239.375000 Penalty: 4306.539062
	Iteration 34Q: 3 clusters Score -704239.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -704245.000000 Penalty: 4306.539062
	Iteration 35Q: 3 clusters Score -704245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -704246.875000 Penalty: 4306.539062
	Iteration 36Q: 3 clusters Score -704246.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -704249.250000 Penalty: 4306.539062
	Iteration 37Q: 3 clusters Score -704249.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -704251.187500 Penalty: 4306.539062
	Iteration 38Q: 3 clusters Score -704251.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -704251.250000 Penalty: 4306.539062
	Iteration 39Q: 3 clusters Score -704251.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -704251.750000 Penalty: 4306.539062
	Iteration 40F: 3 clusters Score -704251.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -704250.375000 Penalty: 4306.539062
	Iteration 41Q: 3 clusters Score -704250.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -704252.125000 Penalty: 4306.539062
	Iteration 42Q: 3 clusters Score -704252.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -704254.375000 Penalty: 4306.539062
	Iteration 43Q: 3 clusters Score -704254.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -704256.000000 Penalty: 4306.539062
	Iteration 44Q: 3 clusters Score -704256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -704256.875000 Penalty: 4306.539062
	Iteration 45Q: 3 clusters Score -704256.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -704255.875000 Penalty: 4306.539062
	Iteration 46Q: 3 clusters Score -704255.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -704257.125000 Penalty: 4306.539062
	Iteration 47Q: 3 clusters Score -704257.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -704257.562500 Penalty: 4306.539062
	Iteration 48Q: 3 clusters Score -704257.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -704259.000000 Penalty: 4306.539062
	Iteration 49Q: 3 clusters Score -704259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -704258.937500 Penalty: 4306.539062
	Iteration 50Q: 3 clusters Score -704258.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -704258.687500 Penalty: 4306.539062
	Iteration 51Q: 3 clusters Score -704258.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -704258.937500 Penalty: 4306.539062
	Iteration 52Q: 3 clusters Score -704258.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -704259.375000 Penalty: 4306.539062
	Iteration 53Q: 3 clusters Score -704259.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -704259.000000 Penalty: 4306.539062
	Iteration 54Q: 3 clusters Score -704259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -704259.000000 Penalty: 4306.539062
	Iteration 55F: 3 clusters Score -704259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Entering Unmasked Estep 
Score: -233850.328125 Penalty: 1892.354370
	Iteration 0F: 2 clusters Score -233850.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -231203.828125 Penalty: 3784.708740
	Iteration 0F: 3 clusters Score -231203.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -231691.234375 Penalty: 3784.708740
	Iteration 1F: 3 clusters Score -231691.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -231835.687500 Penalty: 3784.708740
	Iteration 2F: 3 clusters Score -231835.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -231935.093750 Penalty: 3784.708740
	Iteration 3Q: 3 clusters Score -231935.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -232011.703125 Penalty: 3784.708740
	Iteration 4Q: 3 clusters Score -232011.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -232119.078125 Penalty: 3784.708740
	Iteration 5Q: 3 clusters Score -232119.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -232262.781250 Penalty: 3784.708740
	Iteration 6Q: 3 clusters Score -232262.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -232443.890625 Penalty: 3784.708740
	Iteration 7Q: 3 clusters Score -232443.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -232601.500000 Penalty: 3784.708740
	Iteration 8Q: 3 clusters Score -232601.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -232741.734375 Penalty: 3784.708740
	Iteration 9Q: 3 clusters Score -232741.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -232885.484375 Penalty: 3784.708740
	Iteration 10Q: 3 clusters Score -232885.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -233025.546875 Penalty: 3784.708740
	Iteration 11Q: 3 clusters Score -233025.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -233138.437500 Penalty: 3784.708740
	Iteration 12Q: 3 clusters Score -233138.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -233200.484375 Penalty: 3784.708740
	Iteration 13Q: 3 clusters Score -233200.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -233248.156250 Penalty: 3784.708740
	Iteration 14Q: 3 clusters Score -233248.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -233285.265625 Penalty: 3784.708740
	Iteration 15Q: 3 clusters Score -233285.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -233304.859375 Penalty: 3784.708740
	Iteration 16Q: 3 clusters Score -233304.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -233326.578125 Penalty: 3784.708740
	Iteration 17Q: 3 clusters Score -233326.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -233347.765625 Penalty: 3784.708740
	Iteration 18Q: 3 clusters Score -233347.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -233367.968750 Penalty: 3784.708740
	Iteration 19Q: 3 clusters Score -233368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -233389.031250 Penalty: 3784.708740
	Iteration 20F: 3 clusters Score -233389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -233415.421875 Penalty: 3784.708740
	Iteration 21Q: 3 clusters Score -233415.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -233451.656250 Penalty: 3784.708740
	Iteration 22Q: 3 clusters Score -233451.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -233475.468750 Penalty: 3784.708740
	Iteration 23Q: 3 clusters Score -233475.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -233495.078125 Penalty: 3784.708740
	Iteration 24Q: 3 clusters Score -233495.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -233502.000000 Penalty: 3784.708740
	Iteration 25Q: 3 clusters Score -233502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -233502.937500 Penalty: 3784.708740
	Iteration 26Q: 3 clusters Score -233502.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -233502.937500 Penalty: 3784.708740
	Iteration 27F: 3 clusters Score -233502.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Entering Unmasked Estep 
Score: -4452607.000000 Penalty: 2607.448486
	Iteration 0F: 2 clusters Score -4452607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -4427586.000000 Penalty: 5214.896973
	Iteration 0F: 3 clusters Score -4427586 nChanged 16761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -4436880.000000 Penalty: 5214.896973
	Iteration 1F: 3 clusters Score -4436880 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -4437784.000000 Penalty: 5214.896973
	Iteration 2Q: 3 clusters Score -4437784 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -4439022.000000 Penalty: 5214.896973
	Iteration 3F: 3 clusters Score -4439022 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -4440524.500000 Penalty: 5214.896973
	Iteration 4F: 3 clusters Score -4440524 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -4442272.500000 Penalty: 5214.896973
	Iteration 5F: 3 clusters Score -4442272 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -4444389.500000 Penalty: 5214.896973
	Iteration 6F: 3 clusters Score -4444390 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -4446628.000000 Penalty: 5214.896973
	Iteration 7F: 3 clusters Score -4446628 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -4448646.500000 Penalty: 5214.896973
	Iteration 8F: 3 clusters Score -4448646 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -4449969.500000 Penalty: 5214.896973
	Iteration 9Q: 3 clusters Score -4449970 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -4450650.500000 Penalty: 5214.896973
	Iteration 10Q: 3 clusters Score -4450650 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -4451019.000000 Penalty: 5214.896973
	Iteration 11Q: 3 clusters Score -4451019 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -4451231.500000 Penalty: 5214.896973
	Iteration 12Q: 3 clusters Score -4451232 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -4451386.000000 Penalty: 5214.896973
	Iteration 13Q: 3 clusters Score -4451386 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -4451498.000000 Penalty: 5214.896973
	Iteration 14Q: 3 clusters Score -4451498 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -4451567.000000 Penalty: 5214.896973
	Iteration 15Q: 3 clusters Score -4451567 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -4451614.500000 Penalty: 5214.896973
	Iteration 16Q: 3 clusters Score -4451614 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -4451679.500000 Penalty: 5214.896973
	Iteration 17Q: 3 clusters Score -4451680 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -4451712.500000 Penalty: 5214.896973
	Iteration 18Q: 3 clusters Score -4451712 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -4451746.000000 Penalty: 5214.896973
	Iteration 19Q: 3 clusters Score -4451746 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -4451798.500000 Penalty: 5214.896973
	Iteration 20F: 3 clusters Score -4451798 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -4451828.000000 Penalty: 5214.896973
	Iteration 21Q: 3 clusters Score -4451828 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -4451853.000000 Penalty: 5214.896973
	Iteration 22Q: 3 clusters Score -4451853 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -4451878.000000 Penalty: 5214.896973
	Iteration 23Q: 3 clusters Score -4451878 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -4451909.500000 Penalty: 5214.896973
	Iteration 24Q: 3 clusters Score -4451910 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -4451928.500000 Penalty: 5214.896973
	Iteration 25Q: 3 clusters Score -4451928 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -4451956.500000 Penalty: 5214.896973
	Iteration 26Q: 3 clusters Score -4451956 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -4451959.500000 Penalty: 5214.896973
	Iteration 27Q: 3 clusters Score -4451960 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -4451973.000000 Penalty: 5214.896973
	Iteration 28Q: 3 clusters Score -4451973 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -4451974.500000 Penalty: 5214.896973
	Iteration 29Q: 3 clusters Score -4451974 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -4451988.000000 Penalty: 5214.896973
	Iteration 30Q: 3 clusters Score -4451988 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -4452002.500000 Penalty: 5214.896973
	Iteration 31Q: 3 clusters Score -4452002 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -4452015.000000 Penalty: 5214.896973
	Iteration 32Q: 3 clusters Score -4452015 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -4452018.500000 Penalty: 5214.896973
	Iteration 33Q: 3 clusters Score -4452018 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -4452029.500000 Penalty: 5214.896973
	Iteration 34Q: 3 clusters Score -4452030 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -4452052.000000 Penalty: 5214.896973
	Iteration 35Q: 3 clusters Score -4452052 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -4452063.000000 Penalty: 5214.896973
	Iteration 36Q: 3 clusters Score -4452063 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -4452061.000000 Penalty: 5214.896973
	Iteration 37Q: 3 clusters Score -4452061 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -4452055.500000 Penalty: 5214.896973
	Iteration 38Q: 3 clusters Score -4452056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -4452071.000000 Penalty: 5214.896973
	Iteration 39Q: 3 clusters Score -4452071 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -4452077.000000 Penalty: 5214.896973
	Iteration 40F: 3 clusters Score -4452077 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -4452094.000000 Penalty: 5214.896973
	Iteration 41Q: 3 clusters Score -4452094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -4452086.500000 Penalty: 5214.896973
	Iteration 42Q: 3 clusters Score -4452086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -4452093.500000 Penalty: 5214.896973
	Iteration 43Q: 3 clusters Score -4452094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -4452098.000000 Penalty: 5214.896973
	Iteration 44Q: 3 clusters Score -4452098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -4452093.500000 Penalty: 5214.896973
	Iteration 45Q: 3 clusters Score -4452094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -4452093.000000 Penalty: 5214.896973
	Iteration 46Q: 3 clusters Score -4452093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -4452101.000000 Penalty: 5214.896973
	Iteration 47Q: 3 clusters Score -4452101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -4452109.500000 Penalty: 5214.896973
	Iteration 48Q: 3 clusters Score -4452110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -4452108.500000 Penalty: 5214.896973
	Iteration 49Q: 3 clusters Score -4452108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -4452114.500000 Penalty: 5214.896973
	Iteration 50Q: 3 clusters Score -4452114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -4452117.500000 Penalty: 5214.896973
	Iteration 51Q: 3 clusters Score -4452118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -4452118.500000 Penalty: 5214.896973
	Iteration 52Q: 3 clusters Score -4452118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -4452117.500000 Penalty: 5214.896973
	Iteration 53Q: 3 clusters Score -4452118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -4452120.000000 Penalty: 5214.896973
	Iteration 54Q: 3 clusters Score -4452120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -4452111.500000 Penalty: 5214.896973
	Iteration 55Q: 3 clusters Score -4452112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -4452107.000000 Penalty: 5214.896973
	Iteration 56Q: 3 clusters Score -4452107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -4452106.000000 Penalty: 5214.896973
	Iteration 57Q: 3 clusters Score -4452106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -4452112.500000 Penalty: 5214.896973
	Iteration 58Q: 3 clusters Score -4452112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -4452119.000000 Penalty: 5214.896973
	Iteration 59Q: 3 clusters Score -4452119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -4452119.500000 Penalty: 5214.896973
	Iteration 60F: 3 clusters Score -4452120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -4452111.000000 Penalty: 5214.896973
	Iteration 61Q: 3 clusters Score -4452111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -4452109.500000 Penalty: 5214.896973
	Iteration 62Q: 3 clusters Score -4452110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -4452114.000000 Penalty: 5214.896973
	Iteration 63Q: 3 clusters Score -4452114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -4452108.500000 Penalty: 5214.896973
	Iteration 64Q: 3 clusters Score -4452108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -4452108.000000 Penalty: 5214.896973
	Iteration 65Q: 3 clusters Score -4452108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -4452110.000000 Penalty: 5214.896973
	Iteration 66Q: 3 clusters Score -4452110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -4452109.000000 Penalty: 5214.896973
	Iteration 67Q: 3 clusters Score -4452109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -4452111.000000 Penalty: 5214.896973
	Iteration 68Q: 3 clusters Score -4452111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -4452115.000000 Penalty: 5214.896973
	Iteration 69Q: 3 clusters Score -4452115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -4452118.000000 Penalty: 5214.896973
	Iteration 70Q: 3 clusters Score -4452118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -4452118.500000 Penalty: 5214.896973
	Iteration 71Q: 3 clusters Score -4452118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -4452117.000000 Penalty: 5214.896973
	Iteration 72Q: 3 clusters Score -4452117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -4452120.500000 Penalty: 5214.896973
	Iteration 73Q: 3 clusters Score -4452120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -4452115.500000 Penalty: 5214.896973
	Iteration 74Q: 3 clusters Score -4452116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -4452115.500000 Penalty: 5214.896973
	Iteration 75Q: 3 clusters Score -4452116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -4452114.000000 Penalty: 5214.896973
	Iteration 76Q: 3 clusters Score -4452114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -4452116.500000 Penalty: 5214.896973
	Iteration 77Q: 3 clusters Score -4452116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -4452116.000000 Penalty: 5214.896973
	Iteration 78Q: 3 clusters Score -4452116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -4452115.000000 Penalty: 5214.896973
	Iteration 79Q: 3 clusters Score -4452115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -4452115.000000 Penalty: 5214.896973
	Iteration 80F: 3 clusters Score -4452115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Entering Unmasked Estep 
Score: -1363107.250000 Penalty: 2313.682861
	Iteration 0F: 2 clusters Score -1363107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1354660.500000 Penalty: 4627.365723
	Iteration 0F: 3 clusters Score -1354660 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1357114.250000 Penalty: 4627.365723
	Iteration 1F: 3 clusters Score -1357114 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1357434 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1357669 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1357860 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1357983.875000 Penalty: 4627.365723
	Iteration 5Q: 3 clusters Score -1357984 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1358089.625000 Penalty: 4627.365723
	Iteration 6Q: 3 clusters Score -1358090 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1358182.125000 Penalty: 4627.365723
	Iteration 7Q: 3 clusters Score -1358182 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1358279.000000 Penalty: 4627.365723
	Iteration 8Q: 3 clusters Score -1358279 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1358370.750000 Penalty: 4627.365723
	Iteration 9Q: 3 clusters Score -1358371 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1358446.750000 Penalty: 4627.365723
	Iteration 10Q: 3 clusters Score -1358447 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1358539.000000 Penalty: 4627.365723
	Iteration 11Q: 3 clusters Score -1358539 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1358625.750000 Penalty: 4627.365723
	Iteration 12Q: 3 clusters Score -1358626 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1358706.375000 Penalty: 4627.365723
	Iteration 13Q: 3 clusters Score -1358706 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1358809.750000 Penalty: 4627.365723
	Iteration 14Q: 3 clusters Score -1358810 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1358932.875000 Penalty: 4627.365723
	Iteration 15Q: 3 clusters Score -1358933 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1359095.750000 Penalty: 4627.365723
	Iteration 16Q: 3 clusters Score -1359096 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1359290.625000 Penalty: 4627.365723
	Iteration 17Q: 3 clusters Score -1359291 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1359489.000000 Penalty: 4627.365723
	Iteration 18Q: 3 clusters Score -1359489 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1359665.000000 Penalty: 4627.365723
	Iteration 19Q: 3 clusters Score -1359665 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1359801.000000 Penalty: 4627.365723
	Iteration 20F: 3 clusters Score -1359801 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1359891.375000 Penalty: 4627.365723
	Iteration 21Q: 3 clusters Score -1359891 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1359962.625000 Penalty: 4627.365723
	Iteration 22Q: 3 clusters Score -1359963 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1360036.125000 Penalty: 4627.365723
	Iteration 23Q: 3 clusters Score -1360036 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1360105.500000 Penalty: 4627.365723
	Iteration 24Q: 3 clusters Score -1360106 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1360163.375000 Penalty: 4627.365723
	Iteration 25Q: 3 clusters Score -1360163 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1360216.500000 Penalty: 4627.365723
	Iteration 26Q: 3 clusters Score -1360216 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1360265.750000 Penalty: 4627.365723
	Iteration 27Q: 3 clusters Score -1360266 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1360303.375000 Penalty: 4627.365723
	Iteration 28Q: 3 clusters Score -1360303 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1360329.625000 Penalty: 4627.365723
	Iteration 29Q: 3 clusters Score -1360330 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1360369.250000 Penalty: 4627.365723
	Iteration 30Q: 3 clusters Score -1360369 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1360409.750000 Penalty: 4627.365723
	Iteration 31Q: 3 clusters Score -1360410 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1360445.000000 Penalty: 4627.365723
	Iteration 32Q: 3 clusters Score -1360445 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1360472.375000 Penalty: 4627.365723
	Iteration 33Q: 3 clusters Score -1360472 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1360499.375000 Penalty: 4627.365723
	Iteration 34Q: 3 clusters Score -1360499 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1360519.875000 Penalty: 4627.365723
	Iteration 35Q: 3 clusters Score -1360520 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1360544.000000 Penalty: 4627.365723
	Iteration 36Q: 3 clusters Score -1360544 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1360567.125000 Penalty: 4627.365723
	Iteration 37Q: 3 clusters Score -1360567 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1360594.000000 Penalty: 4627.365723
	Iteration 38Q: 3 clusters Score -1360594 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1360625.000000 Penalty: 4627.365723
	Iteration 39Q: 3 clusters Score -1360625 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1360644.375000 Penalty: 4627.365723
	Iteration 40F: 3 clusters Score -1360644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1360665.875000 Penalty: 4627.365723
	Iteration 41Q: 3 clusters Score -1360666 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1360682.625000 Penalty: 4627.365723
	Iteration 42Q: 3 clusters Score -1360683 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1360697.625000 Penalty: 4627.365723
	Iteration 43Q: 3 clusters Score -1360698 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1360712.250000 Penalty: 4627.365723
	Iteration 44Q: 3 clusters Score -1360712 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1360728.375000 Penalty: 4627.365723
	Iteration 45Q: 3 clusters Score -1360728 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1360742.500000 Penalty: 4627.365723
	Iteration 46Q: 3 clusters Score -1360742 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1360758.000000 Penalty: 4627.365723
	Iteration 47Q: 3 clusters Score -1360758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1360767.875000 Penalty: 4627.365723
	Iteration 48Q: 3 clusters Score -1360768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1360773.250000 Penalty: 4627.365723
	Iteration 49Q: 3 clusters Score -1360773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1360779.875000 Penalty: 4627.365723
	Iteration 50Q: 3 clusters Score -1360780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1360781.250000 Penalty: 4627.365723
	Iteration 51Q: 3 clusters Score -1360781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1360783.500000 Penalty: 4627.365723
	Iteration 52Q: 3 clusters Score -1360784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1360787.125000 Penalty: 4627.365723
	Iteration 53Q: 3 clusters Score -1360787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1360789.375000 Penalty: 4627.365723
	Iteration 54Q: 3 clusters Score -1360789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1360794.125000 Penalty: 4627.365723
	Iteration 55Q: 3 clusters Score -1360794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1360793.750000 Penalty: 4627.365723
	Iteration 56Q: 3 clusters Score -1360794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1360795.750000 Penalty: 4627.365723
	Iteration 57Q: 3 clusters Score -1360796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1360801.625000 Penalty: 4627.365723
	Iteration 58Q: 3 clusters Score -1360802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1360805.250000 Penalty: 4627.365723
	Iteration 59Q: 3 clusters Score -1360805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1360813.500000 Penalty: 4627.365723
	Iteration 60F: 3 clusters Score -1360814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1360817.375000 Penalty: 4627.365723
	Iteration 61Q: 3 clusters Score -1360817 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1360825.875000 Penalty: 4627.365723
	Iteration 62Q: 3 clusters Score -1360826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1360832.000000 Penalty: 4627.365723
	Iteration 63Q: 3 clusters Score -1360832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1360833.625000 Penalty: 4627.365723
	Iteration 64Q: 3 clusters Score -1360834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1360835.125000 Penalty: 4627.365723
	Iteration 65Q: 3 clusters Score -1360835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1360831.500000 Penalty: 4627.365723
	Iteration 66Q: 3 clusters Score -1360832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1360834.000000 Penalty: 4627.365723
	Iteration 67Q: 3 clusters Score -1360834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1360834.500000 Penalty: 4627.365723
	Iteration 68Q: 3 clusters Score -1360834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1360836.250000 Penalty: 4627.365723
	Iteration 69Q: 3 clusters Score -1360836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1360835.750000 Penalty: 4627.365723
	Iteration 70Q: 3 clusters Score -1360836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1360836.375000 Penalty: 4627.365723
	Iteration 71Q: 3 clusters Score -1360836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1360839.500000 Penalty: 4627.365723
	Iteration 72Q: 3 clusters Score -1360840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1360839.875000 Penalty: 4627.365723
	Iteration 73Q: 3 clusters Score -1360840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1360841.375000 Penalty: 4627.365723
	Iteration 74Q: 3 clusters Score -1360841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1360844.875000 Penalty: 4627.365723
	Iteration 75Q: 3 clusters Score -1360845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1360846.250000 Penalty: 4627.365723
	Iteration 76Q: 3 clusters Score -1360846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1360845.875000 Penalty: 4627.365723
	Iteration 77Q: 3 clusters Score -1360846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1360849.625000 Penalty: 4627.365723
	Iteration 78Q: 3 clusters Score -1360850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1360853.625000 Penalty: 4627.365723
	Iteration 79Q: 3 clusters Score -1360854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1360854.750000 Penalty: 4627.365723
	Iteration 80F: 3 clusters Score -1360855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1360855.500000 Penalty: 4627.365723
	Iteration 81Q: 3 clusters Score -1360856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1360855.000000 Penalty: 4627.365723
	Iteration 82Q: 3 clusters Score -1360855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1360858.500000 Penalty: 4627.365723
	Iteration 83Q: 3 clusters Score -1360858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1360855.000000 Penalty: 4627.365723
	Iteration 84Q: 3 clusters Score -1360855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1360856.875000 Penalty: 4627.365723
	Iteration 85Q: 3 clusters Score -1360857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1360861.375000 Penalty: 4627.365723
	Iteration 86Q: 3 clusters Score -1360861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1360862.750000 Penalty: 4627.365723
	Iteration 87Q: 3 clusters Score -1360863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1360865.750000 Penalty: 4627.365723
	Iteration 88Q: 3 clusters Score -1360866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1360864.125000 Penalty: 4627.365723
	Iteration 89Q: 3 clusters Score -1360864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1360862.750000 Penalty: 4627.365723
	Iteration 90Q: 3 clusters Score -1360863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1360866.500000 Penalty: 4627.365723
	Iteration 91Q: 3 clusters Score -1360866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1360866.500000 Penalty: 4627.365723
	Iteration 92Q: 3 clusters Score -1360866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1360866.875000 Penalty: 4627.365723
	Iteration 93Q: 3 clusters Score -1360867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1360871.000000 Penalty: 4627.365723
	Iteration 94Q: 3 clusters Score -1360871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1360873.000000 Penalty: 4627.365723
	Iteration 95Q: 3 clusters Score -1360873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1360876.125000 Penalty: 4627.365723
	Iteration 96Q: 3 clusters Score -1360876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1360877.000000 Penalty: 4627.365723
	Iteration 97Q: 3 clusters Score -1360877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1360877.000000 Penalty: 4627.365723
	Iteration 98Q: 3 clusters Score -1360877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1360880.250000 Penalty: 4627.365723
	Iteration 99Q: 3 clusters Score -1360880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1360882.875000 Penalty: 4627.365723
	Iteration 100F: 3 clusters Score -1360883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1360884.125000 Penalty: 4627.365723
	Iteration 101Q: 3 clusters Score -1360884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1360889.375000 Penalty: 4627.365723
	Iteration 102Q: 3 clusters Score -1360889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1360891.875000 Penalty: 4627.365723
	Iteration 103Q: 3 clusters Score -1360892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1360890.375000 Penalty: 4627.365723
	Iteration 104Q: 3 clusters Score -1360890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1360893.500000 Penalty: 4627.365723
	Iteration 105Q: 3 clusters Score -1360894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1360896.125000 Penalty: 4627.365723
	Iteration 106Q: 3 clusters Score -1360896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1360899.000000 Penalty: 4627.365723
	Iteration 107Q: 3 clusters Score -1360899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1360897.000000 Penalty: 4627.365723
	Iteration 108Q: 3 clusters Score -1360897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1360893.625000 Penalty: 4627.365723
	Iteration 109Q: 3 clusters Score -1360894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1360893.625000 Penalty: 4627.365723
	Iteration 110F: 3 clusters Score -1360894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Entering Unmasked Estep 
Score: -587560.625000 Penalty: 2105.118896
	Iteration 0F: 2 clusters Score -587560.6 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 2430 members 
Entering Unmasked Estep 
Score: -583099.187500 Penalty: 4210.237793
	Iteration 0F: 3 clusters Score -583099.2 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -584336.500000 Penalty: 4210.237793
	Iteration 1F: 3 clusters Score -584336.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -584887.750000 Penalty: 4210.237793
	Iteration 2F: 3 clusters Score -584887.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -585428.687500 Penalty: 4210.237793
	Iteration 3F: 3 clusters Score -585428.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -585834.875000 Penalty: 4210.237793
	Iteration 4F: 3 clusters Score -585834.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -586145.750000 Penalty: 4210.237793
	Iteration 5F: 3 clusters Score -586145.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -586365.687500 Penalty: 4210.237793
	Iteration 6Q: 3 clusters Score -586365.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -586515.000000 Penalty: 4210.237793
	Iteration 7Q: 3 clusters Score -586515 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -586615.500000 Penalty: 4210.237793
	Iteration 8Q: 3 clusters Score -586615.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -586686.562500 Penalty: 4210.237793
	Iteration 9Q: 3 clusters Score -586686.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -586731.500000 Penalty: 4210.237793
	Iteration 10Q: 3 clusters Score -586731.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -586773.500000 Penalty: 4210.237793
	Iteration 11Q: 3 clusters Score -586773.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -586805.125000 Penalty: 4210.237793
	Iteration 12Q: 3 clusters Score -586805.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -586837.812500 Penalty: 4210.237793
	Iteration 13Q: 3 clusters Score -586837.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -586858.437500 Penalty: 4210.237793
	Iteration 14Q: 3 clusters Score -586858.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -586874.312500 Penalty: 4210.237793
	Iteration 15Q: 3 clusters Score -586874.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -586885.875000 Penalty: 4210.237793
	Iteration 16Q: 3 clusters Score -586885.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -586895.625000 Penalty: 4210.237793
	Iteration 17Q: 3 clusters Score -586895.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -586912.250000 Penalty: 4210.237793
	Iteration 18Q: 3 clusters Score -586912.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -586927.562500 Penalty: 4210.237793
	Iteration 19Q: 3 clusters Score -586927.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -586933.562500 Penalty: 4210.237793
	Iteration 20F: 3 clusters Score -586933.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -586936.187500 Penalty: 4210.237793
	Iteration 21Q: 3 clusters Score -586936.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -586938.562500 Penalty: 4210.237793
	Iteration 22Q: 3 clusters Score -586938.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -586940.625000 Penalty: 4210.237793
	Iteration 23Q: 3 clusters Score -586940.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -586941.562500 Penalty: 4210.237793
	Iteration 24Q: 3 clusters Score -586941.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -586941.562500 Penalty: 4210.237793
	Iteration 25F: 3 clusters Score -586941.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -67614.031250 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -67614.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -66019.398438 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -66019.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -66346.328125 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -66346.33 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -66486.492188 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -66486.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -66593.500000 Penalty: 3232.031738
	Iteration 3Q: 3 clusters Score -66593.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66724.164062 Penalty: 3232.031738
	Iteration 4Q: 3 clusters Score -66724.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66825.125000 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -66825.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66965.523438 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -66965.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -67007.960938 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -67007.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -67023.390625 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -67023.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -67036.796875 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -67036.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -67055.203125 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -67055.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -67071.062500 Penalty: 3232.031738
	Iteration 11Q: 3 clusters Score -67071.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -67077.132812 Penalty: 3232.031738
	Iteration 12Q: 3 clusters Score -67077.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -67091.234375 Penalty: 3232.031738
	Iteration 13Q: 3 clusters Score -67091.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -67095.546875 Penalty: 3232.031738
	Iteration 14Q: 3 clusters Score -67095.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -67095.546875 Penalty: 3232.031738
	Iteration 15F: 3 clusters Score -67095.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Entering Unmasked Estep 
Score: -195019.203125 Penalty: 1836.562866
	Iteration 0F: 2 clusters Score -195019.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -192597.453125 Penalty: 3673.125732
	Iteration 0F: 3 clusters Score -192597.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -192978.453125 Penalty: 3673.125732
	Iteration 1F: 3 clusters Score -192978.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -193076.953125 Penalty: 3673.125732
	Iteration 2F: 3 clusters Score -193077 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -193110.171875 Penalty: 3673.125732
	Iteration 3Q: 3 clusters Score -193110.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -193134.875000 Penalty: 3673.125732
	Iteration 4Q: 3 clusters Score -193134.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -193149.171875 Penalty: 3673.125732
	Iteration 5Q: 3 clusters Score -193149.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -193169.046875 Penalty: 3673.125732
	Iteration 6Q: 3 clusters Score -193169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -193185.718750 Penalty: 3673.125732
	Iteration 7Q: 3 clusters Score -193185.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -193199.765625 Penalty: 3673.125732
	Iteration 8Q: 3 clusters Score -193199.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -193208.062500 Penalty: 3673.125732
	Iteration 9Q: 3 clusters Score -193208.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -193215.328125 Penalty: 3673.125732
	Iteration 10Q: 3 clusters Score -193215.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -193220.031250 Penalty: 3673.125732
	Iteration 11Q: 3 clusters Score -193220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -193223.765625 Penalty: 3673.125732
	Iteration 12Q: 3 clusters Score -193223.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -193225.921875 Penalty: 3673.125732
	Iteration 13Q: 3 clusters Score -193225.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -193229.515625 Penalty: 3673.125732
	Iteration 14Q: 3 clusters Score -193229.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -193231.234375 Penalty: 3673.125732
	Iteration 15Q: 3 clusters Score -193231.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -193231.828125 Penalty: 3673.125732
	Iteration 16Q: 3 clusters Score -193231.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -193231.828125 Penalty: 3673.125732
	Iteration 17F: 3 clusters Score -193231.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Entering Unmasked Estep 
Score: -5357876.000000 Penalty: 2653.550537
	Iteration 0F: 2 clusters Score -5357876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -5327843.500000 Penalty: 5307.101074
	Iteration 0F: 3 clusters Score -5327844 nChanged 20504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -5339119.500000 Penalty: 5307.101074
	Iteration 1F: 3 clusters Score -5339120 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -5339638.000000 Penalty: 5307.101074
	Iteration 2Q: 3 clusters Score -5339638 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -5340349.000000 Penalty: 5307.101074
	Iteration 3Q: 3 clusters Score -5340349 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -5341307.000000 Penalty: 5307.101074
	Iteration 4Q: 3 clusters Score -5341307 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -5342778.000000 Penalty: 5307.101074
	Iteration 5F: 3 clusters Score -5342778 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -5345085.000000 Penalty: 5307.101074
	Iteration 6F: 3 clusters Score -5345085 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -5348280.000000 Penalty: 5307.101074
	Iteration 7F: 3 clusters Score -5348280 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -5351497.000000 Penalty: 5307.101074
	Iteration 8F: 3 clusters Score -5351497 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -5353681.500000 Penalty: 5307.101074
	Iteration 9F: 3 clusters Score -5353682 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -5354728.500000 Penalty: 5307.101074
	Iteration 10Q: 3 clusters Score -5354728 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -5355151.500000 Penalty: 5307.101074
	Iteration 11Q: 3 clusters Score -5355152 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -5355287.500000 Penalty: 5307.101074
	Iteration 12Q: 3 clusters Score -5355288 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -5355366.500000 Penalty: 5307.101074
	Iteration 13Q: 3 clusters Score -5355366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -5355408.000000 Penalty: 5307.101074
	Iteration 14Q: 3 clusters Score -5355408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -5355450.000000 Penalty: 5307.101074
	Iteration 15Q: 3 clusters Score -5355450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -5355469.500000 Penalty: 5307.101074
	Iteration 16Q: 3 clusters Score -5355470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -5355479.000000 Penalty: 5307.101074
	Iteration 17Q: 3 clusters Score -5355479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -5355484.500000 Penalty: 5307.101074
	Iteration 18Q: 3 clusters Score -5355484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -5355490.000000 Penalty: 5307.101074
	Iteration 19Q: 3 clusters Score -5355490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -5355491.000000 Penalty: 5307.101074
	Iteration 20F: 3 clusters Score -5355491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -5355495.500000 Penalty: 5307.101074
	Iteration 21Q: 3 clusters Score -5355496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -5355498.000000 Penalty: 5307.101074
	Iteration 22Q: 3 clusters Score -5355498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -5355500.500000 Penalty: 5307.101074
	Iteration 23Q: 3 clusters Score -5355500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -5355500.500000 Penalty: 5307.101074
	Iteration 24F: 3 clusters Score -5355500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Entering Unmasked Estep 
Score: -704593.375000 Penalty: 2169.382812
	Iteration 0F: 2 clusters Score -704593.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -699359.750000 Penalty: 4338.765625
	Iteration 0F: 3 clusters Score -699359.8 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -701114.375000 Penalty: 4338.765625
	Iteration 1F: 3 clusters Score -701114.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -701692.187500 Penalty: 4338.765625
	Iteration 2F: 3 clusters Score -701692.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -702166.375000 Penalty: 4338.765625
	Iteration 3F: 3 clusters Score -702166.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -702551.437500 Penalty: 4338.765625
	Iteration 4F: 3 clusters Score -702551.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -702859.875000 Penalty: 4338.765625
	Iteration 5F: 3 clusters Score -702859.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -703120.062500 Penalty: 4338.765625
	Iteration 6Q: 3 clusters Score -703120.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -703300.687500 Penalty: 4338.765625
	Iteration 7Q: 3 clusters Score -703300.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -703404.375000 Penalty: 4338.765625
	Iteration 8Q: 3 clusters Score -703404.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -703485.812500 Penalty: 4338.765625
	Iteration 9Q: 3 clusters Score -703485.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -703545.187500 Penalty: 4338.765625
	Iteration 10Q: 3 clusters Score -703545.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -703600.062500 Penalty: 4338.765625
	Iteration 11Q: 3 clusters Score -703600.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -703633.937500 Penalty: 4338.765625
	Iteration 12Q: 3 clusters Score -703633.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -703664.625000 Penalty: 4338.765625
	Iteration 13Q: 3 clusters Score -703664.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -703687.500000 Penalty: 4338.765625
	Iteration 14Q: 3 clusters Score -703687.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -703704.375000 Penalty: 4338.765625
	Iteration 15Q: 3 clusters Score -703704.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -703713.437500 Penalty: 4338.765625
	Iteration 16Q: 3 clusters Score -703713.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -703724.062500 Penalty: 4338.765625
	Iteration 17Q: 3 clusters Score -703724.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -703739.187500 Penalty: 4338.765625
	Iteration 18Q: 3 clusters Score -703739.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -703750.062500 Penalty: 4338.765625
	Iteration 19Q: 3 clusters Score -703750.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -703759.125000 Penalty: 4338.765625
	Iteration 20F: 3 clusters Score -703759.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -703772.562500 Penalty: 4338.765625
	Iteration 21Q: 3 clusters Score -703772.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -703783.187500 Penalty: 4338.765625
	Iteration 22Q: 3 clusters Score -703783.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -703794.812500 Penalty: 4338.765625
	Iteration 23Q: 3 clusters Score -703794.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -703806.187500 Penalty: 4338.765625
	Iteration 24Q: 3 clusters Score -703806.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -703818.000000 Penalty: 4338.765625
	Iteration 25Q: 3 clusters Score -703818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -703832.562500 Penalty: 4338.765625
	Iteration 26Q: 3 clusters Score -703832.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -703837.562500 Penalty: 4338.765625
	Iteration 27Q: 3 clusters Score -703837.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -703843.437500 Penalty: 4338.765625
	Iteration 28Q: 3 clusters Score -703843.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -703845.000000 Penalty: 4338.765625
	Iteration 29Q: 3 clusters Score -703845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -703849.062500 Penalty: 4338.765625
	Iteration 30Q: 3 clusters Score -703849.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -703850.000000 Penalty: 4338.765625
	Iteration 31Q: 3 clusters Score -703850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -703849.437500 Penalty: 4338.765625
	Iteration 32Q: 3 clusters Score -703849.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -703849.437500 Penalty: 4338.765625
	Iteration 33Q: 3 clusters Score -703849.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -703851.687500 Penalty: 4338.765625
	Iteration 34Q: 3 clusters Score -703851.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -703852.875000 Penalty: 4338.765625
	Iteration 35Q: 3 clusters Score -703852.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -703852.875000 Penalty: 4338.765625
	Iteration 36F: 3 clusters Score -703852.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Entering Unmasked Estep 
Score: -522002.781250 Penalty: 2089.310303
	Iteration 0F: 2 clusters Score -522002.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -517777.406250 Penalty: 4178.620605
	Iteration 0F: 3 clusters Score -517777.4 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -518883.156250 Penalty: 4178.620605
	Iteration 1F: 3 clusters Score -518883.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -519275.906250 Penalty: 4178.620605
	Iteration 2F: 3 clusters Score -519275.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -519605.687500 Penalty: 4178.620605
	Iteration 3F: 3 clusters Score -519605.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -519885.468750 Penalty: 4178.620605
	Iteration 4F: 3 clusters Score -519885.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -520086.125000 Penalty: 4178.620605
	Iteration 5F: 3 clusters Score -520086.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -520218.625000 Penalty: 4178.620605
	Iteration 6Q: 3 clusters Score -520218.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -520340.000000 Penalty: 4178.620605
	Iteration 7Q: 3 clusters Score -520340 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -520439.562500 Penalty: 4178.620605
	Iteration 8Q: 3 clusters Score -520439.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -520527.750000 Penalty: 4178.620605
	Iteration 9Q: 3 clusters Score -520527.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -520600.031250 Penalty: 4178.620605
	Iteration 10Q: 3 clusters Score -520600 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -520654.093750 Penalty: 4178.620605
	Iteration 11Q: 3 clusters Score -520654.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -520693.781250 Penalty: 4178.620605
	Iteration 12Q: 3 clusters Score -520693.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -520710.000000 Penalty: 4178.620605
	Iteration 13Q: 3 clusters Score -520710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -520724.687500 Penalty: 4178.620605
	Iteration 14Q: 3 clusters Score -520724.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -520740.281250 Penalty: 4178.620605
	Iteration 15Q: 3 clusters Score -520740.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -520750.968750 Penalty: 4178.620605
	Iteration 16Q: 3 clusters Score -520751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -520763.437500 Penalty: 4178.620605
	Iteration 17Q: 3 clusters Score -520763.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -520773.312500 Penalty: 4178.620605
	Iteration 18Q: 3 clusters Score -520773.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -520778.000000 Penalty: 4178.620605
	Iteration 19Q: 3 clusters Score -520778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -520783.343750 Penalty: 4178.620605
	Iteration 20F: 3 clusters Score -520783.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -520796.593750 Penalty: 4178.620605
	Iteration 21Q: 3 clusters Score -520796.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -520809.562500 Penalty: 4178.620605
	Iteration 22Q: 3 clusters Score -520809.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -520822.250000 Penalty: 4178.620605
	Iteration 23Q: 3 clusters Score -520822.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -520828.406250 Penalty: 4178.620605
	Iteration 24Q: 3 clusters Score -520828.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -520835.718750 Penalty: 4178.620605
	Iteration 25Q: 3 clusters Score -520835.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -520837.312500 Penalty: 4178.620605
	Iteration 26Q: 3 clusters Score -520837.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -520837.312500 Penalty: 4178.620605
	Iteration 27F: 3 clusters Score -520837.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Entering Unmasked Estep 
Score: -6086834.000000 Penalty: 2693.336914
	Iteration 0F: 2 clusters Score -6086834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -6051763.500000 Penalty: 5386.673828
	Iteration 0F: 3 clusters Score -6051764 nChanged 24125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -6065106.000000 Penalty: 5386.673828
	Iteration 1F: 3 clusters Score -6065106 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -6065774.000000 Penalty: 5386.673828
	Iteration 2Q: 3 clusters Score -6065774 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -6066502.000000 Penalty: 5386.673828
	Iteration 3Q: 3 clusters Score -6066502 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -6067430.000000 Penalty: 5386.673828
	Iteration 4Q: 3 clusters Score -6067430 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -6068954.000000 Penalty: 5386.673828
	Iteration 5F: 3 clusters Score -6068954 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -6071250.000000 Penalty: 5386.673828
	Iteration 6F: 3 clusters Score -6071250 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -6074510.000000 Penalty: 5386.673828
	Iteration 7F: 3 clusters Score -6074510 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -6078167.500000 Penalty: 5386.673828
	Iteration 8F: 3 clusters Score -6078168 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -6081130.000000 Penalty: 5386.673828
	Iteration 9F: 3 clusters Score -6081130 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -6083138.000000 Penalty: 5386.673828
	Iteration 10Q: 3 clusters Score -6083138 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 51503 members 
Entering Unmasked Estep 
Score: -6084068.500000 Penalty: 5386.673828
	Iteration 11Q: 3 clusters Score -6084068 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -6084339.000000 Penalty: 5386.673828
	Iteration 12Q: 3 clusters Score -6084339 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 51820 members 
Entering Unmasked Estep 
Score: -6084449.000000 Penalty: 5386.673828
	Iteration 13Q: 3 clusters Score -6084449 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 51851 members 
Entering Unmasked Estep 
Score: -6084509.500000 Penalty: 5386.673828
	Iteration 14Q: 3 clusters Score -6084510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -6084539.000000 Penalty: 5386.673828
	Iteration 15Q: 3 clusters Score -6084539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -6084559.000000 Penalty: 5386.673828
	Iteration 16Q: 3 clusters Score -6084559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -6084576.500000 Penalty: 5386.673828
	Iteration 17Q: 3 clusters Score -6084576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 51883 members 
Entering Unmasked Estep 
Score: -6084583.000000 Penalty: 5386.673828
	Iteration 18Q: 3 clusters Score -6084583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 51883 members 
Entering Unmasked Estep 
Score: -6084589.500000 Penalty: 5386.673828
	Iteration 19Q: 3 clusters Score -6084590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 51884 members 
Entering Unmasked Estep 
Score: -6084595.000000 Penalty: 5386.673828
	Iteration 20F: 3 clusters Score -6084595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 51886 members 
Entering Unmasked Estep 
Score: -6084608.500000 Penalty: 5386.673828
	Iteration 21Q: 3 clusters Score -6084608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 51887 members 
Entering Unmasked Estep 
Score: -6084610.500000 Penalty: 5386.673828
	Iteration 22Q: 3 clusters Score -6084610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -6084614.500000 Penalty: 5386.673828
	Iteration 23Q: 3 clusters Score -6084614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -6084614.000000 Penalty: 5386.673828
	Iteration 24Q: 3 clusters Score -6084614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 51890 members 
Entering Unmasked Estep 
Score: -6084614.000000 Penalty: 5386.673828
	Iteration 25Q: 3 clusters Score -6084614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -6084623.000000 Penalty: 5386.673828
	Iteration 26Q: 3 clusters Score -6084623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -6084628.000000 Penalty: 5386.673828
	Iteration 27Q: 3 clusters Score -6084628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -6084628.000000 Penalty: 5386.673828
	Iteration 28F: 3 clusters Score -6084628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Entering Unmasked Estep 
Score: -1822230.250000 Penalty: 2387.775879
	Iteration 0F: 2 clusters Score -1822230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1811105.500000 Penalty: 4775.551758
	Iteration 0F: 3 clusters Score -1811106 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1814765.125000 Penalty: 4775.551758
	Iteration 1F: 3 clusters Score -1814765 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1815257.625000 Penalty: 4775.551758
	Iteration 2F: 3 clusters Score -1815258 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1815707.250000 Penalty: 4775.551758
	Iteration 3F: 3 clusters Score -1815707 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1816094.750000 Penalty: 4775.551758
	Iteration 4F: 3 clusters Score -1816095 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1816437.500000 Penalty: 4775.551758
	Iteration 5Q: 3 clusters Score -1816438 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1816759.750000 Penalty: 4775.551758
	Iteration 6Q: 3 clusters Score -1816760 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1817081.875000 Penalty: 4775.551758
	Iteration 7Q: 3 clusters Score -1817082 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1817412.625000 Penalty: 4775.551758
	Iteration 8Q: 3 clusters Score -1817413 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1817741.875000 Penalty: 4775.551758
	Iteration 9Q: 3 clusters Score -1817742 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1818076.000000 Penalty: 4775.551758
	Iteration 10Q: 3 clusters Score -1818076 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1818433.625000 Penalty: 4775.551758
	Iteration 11Q: 3 clusters Score -1818434 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1818802.875000 Penalty: 4775.551758
	Iteration 12Q: 3 clusters Score -1818803 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1819178.000000 Penalty: 4775.551758
	Iteration 13Q: 3 clusters Score -1819178 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1819532.125000 Penalty: 4775.551758
	Iteration 14Q: 3 clusters Score -1819532 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1819818.500000 Penalty: 4775.551758
	Iteration 15Q: 3 clusters Score -1819818 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1820044.750000 Penalty: 4775.551758
	Iteration 16Q: 3 clusters Score -1820045 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1820205.125000 Penalty: 4775.551758
	Iteration 17Q: 3 clusters Score -1820205 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1820307.375000 Penalty: 4775.551758
	Iteration 18Q: 3 clusters Score -1820307 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1820403.625000 Penalty: 4775.551758
	Iteration 19Q: 3 clusters Score -1820404 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1820478.375000 Penalty: 4775.551758
	Iteration 20F: 3 clusters Score -1820478 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1820542.375000 Penalty: 4775.551758
	Iteration 21Q: 3 clusters Score -1820542 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1820596.875000 Penalty: 4775.551758
	Iteration 22Q: 3 clusters Score -1820597 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1820655.250000 Penalty: 4775.551758
	Iteration 23Q: 3 clusters Score -1820655 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1820700.625000 Penalty: 4775.551758
	Iteration 24Q: 3 clusters Score -1820701 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1820741.625000 Penalty: 4775.551758
	Iteration 25Q: 3 clusters Score -1820742 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1820780.625000 Penalty: 4775.551758
	Iteration 26Q: 3 clusters Score -1820781 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1820809.875000 Penalty: 4775.551758
	Iteration 27Q: 3 clusters Score -1820810 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1820834.750000 Penalty: 4775.551758
	Iteration 28Q: 3 clusters Score -1820835 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1820850.125000 Penalty: 4775.551758
	Iteration 29Q: 3 clusters Score -1820850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1820860.375000 Penalty: 4775.551758
	Iteration 30Q: 3 clusters Score -1820860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1820866.000000 Penalty: 4775.551758
	Iteration 31Q: 3 clusters Score -1820866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1820867.875000 Penalty: 4775.551758
	Iteration 32Q: 3 clusters Score -1820868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1820873.500000 Penalty: 4775.551758
	Iteration 33Q: 3 clusters Score -1820874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1820872.500000 Penalty: 4775.551758
	Iteration 34Q: 3 clusters Score -1820872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1820880.125000 Penalty: 4775.551758
	Iteration 35Q: 3 clusters Score -1820880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1820880.250000 Penalty: 4775.551758
	Iteration 36Q: 3 clusters Score -1820880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1820881.625000 Penalty: 4775.551758
	Iteration 37Q: 3 clusters Score -1820882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1820884.750000 Penalty: 4775.551758
	Iteration 38Q: 3 clusters Score -1820885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1820883.125000 Penalty: 4775.551758
	Iteration 39Q: 3 clusters Score -1820883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1820884.000000 Penalty: 4775.551758
	Iteration 40F: 3 clusters Score -1820884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1820884.375000 Penalty: 4775.551758
	Iteration 41Q: 3 clusters Score -1820884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1820884.375000 Penalty: 4775.551758
	Iteration 42F: 3 clusters Score -1820884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (172249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172249 members 
Entering Unmasked Estep 
Score: -20488626.000000 Penalty: 2990.060547
	Iteration 0F: 2 clusters Score -2.048863e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85906 members 
Mstep: Class 2 contains 86343 members 
Entering Unmasked Estep 
Score: -20376612.000000 Penalty: 5980.121094
	Iteration 0F: 3 clusters Score -2.037661e+07 nChanged 82850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80942 members 
Mstep: Class 2 contains 91307 members 
Entering Unmasked Estep 
Score: -20425194.000000 Penalty: 5980.121094
	Iteration 1F: 3 clusters Score -2.042519e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78055 members 
Mstep: Class 2 contains 94194 members 
Entering Unmasked Estep 
Score: -20426838.000000 Penalty: 5980.121094
	Iteration 2Q: 3 clusters Score -2.042684e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73694 members 
Mstep: Class 2 contains 98555 members 
Entering Unmasked Estep 
Score: -20429228.000000 Penalty: 5980.121094
	Iteration 3Q: 3 clusters Score -2.042923e+07 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67556 members 
Mstep: Class 2 contains 104693 members 
Entering Unmasked Estep 
Score: -20433154.000000 Penalty: 5980.121094
	Iteration 4Q: 3 clusters Score -2.043315e+07 nChanged 9699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 112826 members 
Entering Unmasked Estep 
Score: -20438912.000000 Penalty: 5980.121094
	Iteration 5F: 3 clusters Score -2.043891e+07 nChanged 11134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 122900 members 
Entering Unmasked Estep 
Score: -20446768.000000 Penalty: 5980.121094
	Iteration 6F: 3 clusters Score -2.044677e+07 nChanged 11991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 134331 members 
Entering Unmasked Estep 
Score: -20455798.000000 Penalty: 5980.121094
	Iteration 7F: 3 clusters Score -2.04558e+07 nChanged 12085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 146246 members 
Entering Unmasked Estep 
Score: -20465672.000000 Penalty: 5980.121094
	Iteration 8F: 3 clusters Score -2.046567e+07 nChanged 10531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 156753 members 
Entering Unmasked Estep 
Score: -20474138.000000 Penalty: 5980.121094
	Iteration 9F: 3 clusters Score -2.047414e+07 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 164405 members 
Entering Unmasked Estep 
Score: -20480192.000000 Penalty: 5980.121094
	Iteration 10Q: 3 clusters Score -2.048019e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 168853 members 
Entering Unmasked Estep 
Score: -20483592.000000 Penalty: 5980.121094
	Iteration 11Q: 3 clusters Score -2.048359e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 170774 members 
Entering Unmasked Estep 
Score: -20484914.000000 Penalty: 5980.121094
	Iteration 12Q: 3 clusters Score -2.048491e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 171470 members 
Entering Unmasked Estep 
Score: -20485456.000000 Penalty: 5980.121094
	Iteration 13Q: 3 clusters Score -2.048546e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 171735 members 
Entering Unmasked Estep 
Score: -20485706.000000 Penalty: 5980.121094
	Iteration 14Q: 3 clusters Score -2.048571e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 171841 members 
Entering Unmasked Estep 
Score: -20485836.000000 Penalty: 5980.121094
	Iteration 15Q: 3 clusters Score -2.048584e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 171892 members 
Entering Unmasked Estep 
Score: -20485896.000000 Penalty: 5980.121094
	Iteration 16Q: 3 clusters Score -2.04859e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 171919 members 
Entering Unmasked Estep 
Score: -20485960.000000 Penalty: 5980.121094
	Iteration 17Q: 3 clusters Score -2.048596e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 171932 members 
Entering Unmasked Estep 
Score: -20485978.000000 Penalty: 5980.121094
	Iteration 18Q: 3 clusters Score -2.048598e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 171940 members 
Entering Unmasked Estep 
Score: -20485990.000000 Penalty: 5980.121094
	Iteration 19Q: 3 clusters Score -2.048599e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 171948 members 
Entering Unmasked Estep 
Score: -20485992.000000 Penalty: 5980.121094
	Iteration 20F: 3 clusters Score -2.048599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 171955 members 
Entering Unmasked Estep 
Score: -20486002.000000 Penalty: 5980.121094
	Iteration 21Q: 3 clusters Score -2.0486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 171958 members 
Entering Unmasked Estep 
Score: -20486040.000000 Penalty: 5980.121094
	Iteration 22Q: 3 clusters Score -2.048604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 171957 members 
Entering Unmasked Estep 
Score: -20486026.000000 Penalty: 5980.121094
	Iteration 23Q: 3 clusters Score -2.048603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 171955 members 
Entering Unmasked Estep 
Score: -20486044.000000 Penalty: 5980.121094
	Iteration 24Q: 3 clusters Score -2.048604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 171961 members 
Entering Unmasked Estep 
Score: -20486058.000000 Penalty: 5980.121094
	Iteration 25Q: 3 clusters Score -2.048606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 171964 members 
Entering Unmasked Estep 
Score: -20486066.000000 Penalty: 5980.121094
	Iteration 26Q: 3 clusters Score -2.048607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 171965 members 
Entering Unmasked Estep 
Score: -20486058.000000 Penalty: 5980.121094
	Iteration 27Q: 3 clusters Score -2.048606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 171964 members 
Entering Unmasked Estep 
Score: -20486076.000000 Penalty: 5980.121094
	Iteration 28Q: 3 clusters Score -2.048608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 171964 members 
Entering Unmasked Estep 
Score: -20486076.000000 Penalty: 5980.121094
	Iteration 29F: 3 clusters Score -2.048608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Entering Unmasked Estep 
Score: -4237060.500000 Penalty: 2596.375244
	Iteration 0F: 2 clusters Score -4237060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -4213029.500000 Penalty: 5192.750488
	Iteration 0F: 3 clusters Score -4213030 nChanged 15981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -4222114.500000 Penalty: 5192.750488
	Iteration 1F: 3 clusters Score -4222114 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -4223051.500000 Penalty: 5192.750488
	Iteration 2F: 3 clusters Score -4223052 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -4224173.000000 Penalty: 5192.750488
	Iteration 3F: 3 clusters Score -4224173 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -4225558.000000 Penalty: 5192.750488
	Iteration 4F: 3 clusters Score -4225558 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -4227346.500000 Penalty: 5192.750488
	Iteration 5F: 3 clusters Score -4227346 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -4229455.000000 Penalty: 5192.750488
	Iteration 6F: 3 clusters Score -4229455 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -4231574.500000 Penalty: 5192.750488
	Iteration 7F: 3 clusters Score -4231574 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -4233045.500000 Penalty: 5192.750488
	Iteration 8F: 3 clusters Score -4233046 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -4233929.000000 Penalty: 5192.750488
	Iteration 9Q: 3 clusters Score -4233929 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -4234434.500000 Penalty: 5192.750488
	Iteration 10Q: 3 clusters Score -4234434 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -4234701.000000 Penalty: 5192.750488
	Iteration 11Q: 3 clusters Score -4234701 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -4234872.000000 Penalty: 5192.750488
	Iteration 12Q: 3 clusters Score -4234872 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -4235006.500000 Penalty: 5192.750488
	Iteration 13Q: 3 clusters Score -4235006 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -4235110.000000 Penalty: 5192.750488
	Iteration 14Q: 3 clusters Score -4235110 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -4235198.000000 Penalty: 5192.750488
	Iteration 15Q: 3 clusters Score -4235198 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -4235274.000000 Penalty: 5192.750488
	Iteration 16Q: 3 clusters Score -4235274 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -4235335.500000 Penalty: 5192.750488
	Iteration 17Q: 3 clusters Score -4235336 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -4235365.500000 Penalty: 5192.750488
	Iteration 18Q: 3 clusters Score -4235366 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -4235401.000000 Penalty: 5192.750488
	Iteration 19Q: 3 clusters Score -4235401 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -4235427.500000 Penalty: 5192.750488
	Iteration 20F: 3 clusters Score -4235428 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -4235432.000000 Penalty: 5192.750488
	Iteration 21Q: 3 clusters Score -4235432 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -4235449.500000 Penalty: 5192.750488
	Iteration 22Q: 3 clusters Score -4235450 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -4235477.500000 Penalty: 5192.750488
	Iteration 23Q: 3 clusters Score -4235478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -4235485.500000 Penalty: 5192.750488
	Iteration 24Q: 3 clusters Score -4235486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -4235508.000000 Penalty: 5192.750488
	Iteration 25Q: 3 clusters Score -4235508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -4235517.000000 Penalty: 5192.750488
	Iteration 26Q: 3 clusters Score -4235517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -4235522.500000 Penalty: 5192.750488
	Iteration 27Q: 3 clusters Score -4235522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -4235531.500000 Penalty: 5192.750488
	Iteration 28Q: 3 clusters Score -4235532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -4235527.000000 Penalty: 5192.750488
	Iteration 29Q: 3 clusters Score -4235527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -4235531.000000 Penalty: 5192.750488
	Iteration 30Q: 3 clusters Score -4235531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -4235535.500000 Penalty: 5192.750488
	Iteration 31Q: 3 clusters Score -4235536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -4235550.500000 Penalty: 5192.750488
	Iteration 32Q: 3 clusters Score -4235550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -4235547.000000 Penalty: 5192.750488
	Iteration 33Q: 3 clusters Score -4235547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -4235554.000000 Penalty: 5192.750488
	Iteration 34Q: 3 clusters Score -4235554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -4235547.500000 Penalty: 5192.750488
	Iteration 35Q: 3 clusters Score -4235548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -4235548.500000 Penalty: 5192.750488
	Iteration 36Q: 3 clusters Score -4235548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -4235548.000000 Penalty: 5192.750488
	Iteration 37Q: 3 clusters Score -4235548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -4235547.000000 Penalty: 5192.750488
	Iteration 38Q: 3 clusters Score -4235547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -4235548.500000 Penalty: 5192.750488
	Iteration 39Q: 3 clusters Score -4235548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -4235549.500000 Penalty: 5192.750488
	Iteration 40F: 3 clusters Score -4235550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -4235550.000000 Penalty: 5192.750488
	Iteration 41Q: 3 clusters Score -4235550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -4235551.000000 Penalty: 5192.750488
	Iteration 42Q: 3 clusters Score -4235551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -4235550.500000 Penalty: 5192.750488
	Iteration 43Q: 3 clusters Score -4235550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -4235551.000000 Penalty: 5192.750488
	Iteration 44Q: 3 clusters Score -4235551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -4235550.500000 Penalty: 5192.750488
	Iteration 45Q: 3 clusters Score -4235550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -4235550.500000 Penalty: 5192.750488
	Iteration 46Q: 3 clusters Score -4235550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -4235550.000000 Penalty: 5192.750488
	Iteration 47Q: 3 clusters Score -4235550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -4235552.000000 Penalty: 5192.750488
	Iteration 48Q: 3 clusters Score -4235552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -4235552.500000 Penalty: 5192.750488
	Iteration 49Q: 3 clusters Score -4235552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -4235551.000000 Penalty: 5192.750488
	Iteration 50Q: 3 clusters Score -4235551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -4235549.500000 Penalty: 5192.750488
	Iteration 51Q: 3 clusters Score -4235550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -4235547.500000 Penalty: 5192.750488
	Iteration 52Q: 3 clusters Score -4235548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -4235547.500000 Penalty: 5192.750488
	Iteration 53F: 3 clusters Score -4235548 nChanged 0
--- Evaluating fit on full set of 2049847 points ---
Entering Unmasked Estep 
Score: -239647072.000000 Penalty: 64876.542969
21->19 Clusters: Score -239647072.000000, best is -239694464.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 683282 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 32464 members 
Mstep: Class 3 contains 32775 members 
Mstep: Class 4 contains 32607 members 
Mstep: Class 5 contains 32603 members 
Mstep: Class 6 contains 32605 members 
Mstep: Class 7 contains 32423 members 
Mstep: Class 8 contains 32723 members 
Mstep: Class 9 contains 32509 members 
Mstep: Class 10 contains 32647 members 
Mstep: Class 11 contains 32277 members 
Mstep: Class 12 contains 32622 members 
Mstep: Class 13 contains 32400 members 
Mstep: Class 14 contains 32720 members 
Mstep: Class 15 contains 32167 members 
Mstep: Class 16 contains 32480 members 
Mstep: Class 17 contains 32616 members 
Mstep: Class 18 contains 32692 members 
Mstep: Class 19 contains 32582 members 
Mstep: Class 20 contains 32468 members 
Mstep: Class 21 contains 32439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 560.649109 but Gain 3331.796875
Score: -76979392.000000 Penalty: 66635.929688
Iteration 0F: 21 clusters Score -7.697939e+07 nChanged 645693
Entering Unmasked Mstep 
Mstep: Class 0 contains 1775 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 58067 members 
Mstep: Class 3 contains 18092 members 
Mstep: Class 4 contains 21758 members 
Mstep: Class 5 contains 41335 members 
Mstep: Class 6 contains 45236 members 
Mstep: Class 7 contains 20920 members 
Mstep: Class 8 contains 57653 members 
Mstep: Class 9 contains 28997 members 
Mstep: Class 10 contains 62202 members 
Mstep: Class 11 contains 7922 members 
Mstep: Class 12 contains 29694 members 
Mstep: Class 13 contains 17778 members 
Mstep: Class 14 contains 21453 members 
Mstep: Class 15 contains 26447 members 
Mstep: Class 16 contains 38545 members 
Mstep: Class 17 contains 17873 members 
Mstep: Class 18 contains 22789 members 
Mstep: Class 19 contains 63665 members 
Mstep: Class 20 contains 65081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78932400.000000 Penalty: 66635.929688
Iteration 1F: 21 clusters Score -7.89324e+07 nChanged 226655
Entering Unmasked Mstep 
Mstep: Class 0 contains 1895 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 66885 members 
Mstep: Class 3 contains 11101 members 
Mstep: Class 4 contains 19664 members 
Mstep: Class 5 contains 46876 members 
Mstep: Class 6 contains 48146 members 
Mstep: Class 7 contains 20424 members 
Mstep: Class 8 contains 71561 members 
Mstep: Class 9 contains 20888 members 
Mstep: Class 10 contains 45704 members 
Mstep: Class 11 contains 3152 members 
Mstep: Class 12 contains 21808 members 
Mstep: Class 13 contains 16271 members 
Mstep: Class 14 contains 17690 members 
Mstep: Class 15 contains 23284 members 
Mstep: Class 16 contains 33856 members 
Mstep: Class 17 contains 10966 members 
Mstep: Class 18 contains 19851 members 
Mstep: Class 19 contains 81946 members 
Mstep: Class 20 contains 78783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79290168.000000 Penalty: 66635.929688
Iteration 2F: 21 clusters Score -7.929017e+07 nChanged 155918
Entering Unmasked Mstep 
Mstep: Class 0 contains 742 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 70452 members 
Mstep: Class 3 contains 7351 members 
Mstep: Class 4 contains 16690 members 
Mstep: Class 5 contains 49001 members 
Mstep: Class 6 contains 44839 members 
Mstep: Class 7 contains 21256 members 
Mstep: Class 8 contains 75983 members 
Mstep: Class 9 contains 16642 members 
Mstep: Class 10 contains 35876 members 
Mstep: Class 11 contains 2804 members 
Mstep: Class 12 contains 18409 members 
Mstep: Class 13 contains 13474 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 22646 members 
Mstep: Class 16 contains 30373 members 
Mstep: Class 17 contains 6989 members 
Mstep: Class 18 contains 15774 members 
Mstep: Class 19 contains 98120 members 
Mstep: Class 20 contains 90114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79587344.000000 Penalty: 66635.929688
Iteration 3F: 21 clusters Score -7.958734e+07 nChanged 115326
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 69160 members 
Mstep: Class 3 contains 5031 members 
Mstep: Class 4 contains 13312 members 
Mstep: Class 5 contains 50506 members 
Mstep: Class 6 contains 39688 members 
Mstep: Class 7 contains 23281 members 
Mstep: Class 8 contains 78683 members 
Mstep: Class 9 contains 13953 members 
Mstep: Class 10 contains 30010 members 
Mstep: Class 11 contains 2760 members 
Mstep: Class 12 contains 16397 members 
Mstep: Class 13 contains 10479 members 
Mstep: Class 14 contains 13582 members 
Mstep: Class 15 contains 21892 members 
Mstep: Class 16 contains 28976 members 
Mstep: Class 17 contains 4650 members 
Mstep: Class 18 contains 11851 members 
Mstep: Class 19 contains 113770 members 
Mstep: Class 20 contains 100617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79689480.000000 Penalty: 66635.929688
Iteration 4F: 21 clusters Score -7.968948e+07 nChanged 92744
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 63411 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 10401 members 
Mstep: Class 5 contains 50671 members 
Mstep: Class 6 contains 33879 members 
Mstep: Class 7 contains 26126 members 
Mstep: Class 8 contains 81972 members 
Mstep: Class 9 contains 11654 members 
Mstep: Class 10 contains 24984 members 
Mstep: Class 11 contains 2579 members 
Mstep: Class 12 contains 14451 members 
Mstep: Class 13 contains 7889 members 
Mstep: Class 14 contains 11267 members 
Mstep: Class 15 contains 20851 members 
Mstep: Class 16 contains 28645 members 
Mstep: Class 17 contains 3152 members 
Mstep: Class 18 contains 8974 members 
Mstep: Class 19 contains 130485 members 
Mstep: Class 20 contains 110876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2601.011230 but Gain 3331.796875
Score: -79759456.000000 Penalty: 63304.132812
Iteration 5F: 20 clusters Score -7.975946e+07 nChanged 80906
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 54284 members 
Mstep: Class 4 contains 8445 members 
Mstep: Class 5 contains 49855 members 
Mstep: Class 6 contains 28374 members 
Mstep: Class 7 contains 28615 members 
Mstep: Class 8 contains 85475 members 
Mstep: Class 9 contains 9735 members 
Mstep: Class 10 contains 20442 members 
Mstep: Class 11 contains 2563 members 
Mstep: Class 12 contains 12514 members 
Mstep: Class 13 contains 5859 members 
Mstep: Class 14 contains 9291 members 
Mstep: Class 15 contains 19882 members 
Mstep: Class 16 contains 28544 members 
Mstep: Class 17 contains 2236 members 
Mstep: Class 18 contains 7470 members 
Mstep: Class 19 contains 148306 members 
Mstep: Class 20 contains 121343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2501.142822 but Gain 3331.796875
Score: -79817944.000000 Penalty: 59972.335938
Iteration 6F: 19 clusters Score -7.981794e+07 nChanged 70160
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 42394 members 
Mstep: Class 4 contains 7486 members 
Mstep: Class 5 contains 48994 members 
Mstep: Class 6 contains 23582 members 
Mstep: Class 7 contains 30364 members 
Mstep: Class 8 contains 88661 members 
Mstep: Class 9 contains 8593 members 
Mstep: Class 10 contains 16485 members 
Mstep: Class 11 contains 2556 members 
Mstep: Class 12 contains 10814 members 
Mstep: Class 13 contains 4272 members 
Mstep: Class 14 contains 7529 members 
Mstep: Class 15 contains 18628 members 
Mstep: Class 16 contains 28779 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 165738 members 
Mstep: Class 20 contains 130640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3098.342041 but Gain 3331.796875
Score: -79864912.000000 Penalty: 56640.539062
Iteration 7F: 18 clusters Score -7.986491e+07 nChanged 63610
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 30214 members 
Mstep: Class 4 contains 7015 members 
Mstep: Class 5 contains 47338 members 
Mstep: Class 6 contains 19651 members 
Mstep: Class 7 contains 31218 members 
Mstep: Class 8 contains 91874 members 
Mstep: Class 9 contains 7608 members 
Mstep: Class 10 contains 13588 members 
Mstep: Class 11 contains 2546 members 
Mstep: Class 12 contains 9371 members 
Mstep: Class 14 contains 6205 members 
Mstep: Class 15 contains 17743 members 
Mstep: Class 16 contains 28814 members 
Mstep: Class 18 contains 6605 members 
Mstep: Class 19 contains 183292 members 
Mstep: Class 20 contains 138839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79909080.000000 Penalty: 56640.539062
Iteration 8F: 18 clusters Score -7.990908e+07 nChanged 53418
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 19469 members 
Mstep: Class 4 contains 6809 members 
Mstep: Class 5 contains 45454 members 
Mstep: Class 6 contains 16269 members 
Mstep: Class 7 contains 31263 members 
Mstep: Class 8 contains 92827 members 
Mstep: Class 9 contains 7161 members 
Mstep: Class 10 contains 11156 members 
Mstep: Class 11 contains 2540 members 
Mstep: Class 12 contains 8229 members 
Mstep: Class 14 contains 5188 members 
Mstep: Class 15 contains 17218 members 
Mstep: Class 16 contains 29054 members 
Mstep: Class 18 contains 6596 members 
Mstep: Class 19 contains 198177 members 
Mstep: Class 20 contains 144508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79943944.000000 Penalty: 56640.539062
Iteration 9F: 18 clusters Score -7.994394e+07 nChanged 46438
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 11268 members 
Mstep: Class 4 contains 6691 members 
Mstep: Class 5 contains 43683 members 
Mstep: Class 6 contains 13398 members 
Mstep: Class 7 contains 30857 members 
Mstep: Class 8 contains 92640 members 
Mstep: Class 9 contains 7070 members 
Mstep: Class 10 contains 9156 members 
Mstep: Class 11 contains 2532 members 
Mstep: Class 12 contains 7421 members 
Mstep: Class 14 contains 4417 members 
Mstep: Class 15 contains 16706 members 
Mstep: Class 16 contains 29413 members 
Mstep: Class 18 contains 6679 members 
Mstep: Class 19 contains 212340 members 
Mstep: Class 20 contains 147929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79969680.000000 Penalty: 56640.539062
Iteration 10F: 18 clusters Score -7.996968e+07 nChanged 40037
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 5970 members 
Mstep: Class 4 contains 6596 members 
Mstep: Class 5 contains 42094 members 
Mstep: Class 6 contains 11133 members 
Mstep: Class 7 contains 30365 members 
Mstep: Class 8 contains 91458 members 
Mstep: Class 9 contains 7199 members 
Mstep: Class 10 contains 7505 members 
Mstep: Class 11 contains 2526 members 
Mstep: Class 12 contains 6839 members 
Mstep: Class 14 contains 3850 members 
Mstep: Class 15 contains 16383 members 
Mstep: Class 16 contains 29820 members 
Mstep: Class 18 contains 6809 members 
Mstep: Class 19 contains 224848 members 
Mstep: Class 20 contains 149139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2952.476318 but Gain 3331.796875
Score: -79983672.000000 Penalty: 53308.742188
Iteration 11F: 17 clusters Score -7.998367e+07 nChanged 36480
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 4 contains 6587 members 
Mstep: Class 5 contains 40768 members 
Mstep: Class 6 contains 9654 members 
Mstep: Class 7 contains 29922 members 
Mstep: Class 8 contains 90761 members 
Mstep: Class 9 contains 7398 members 
Mstep: Class 10 contains 6327 members 
Mstep: Class 11 contains 2530 members 
Mstep: Class 12 contains 6481 members 
Mstep: Class 14 contains 3469 members 
Mstep: Class 15 contains 16454 members 
Mstep: Class 16 contains 30262 members 
Mstep: Class 18 contains 7114 members 
Mstep: Class 19 contains 234536 members 
Mstep: Class 20 contains 150552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79990968.000000 Penalty: 53308.742188
Iteration 12F: 17 clusters Score -7.999097e+07 nChanged 26613
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 4 contains 6542 members 
Mstep: Class 5 contains 39654 members 
Mstep: Class 6 contains 8610 members 
Mstep: Class 7 contains 29559 members 
Mstep: Class 8 contains 89638 members 
Mstep: Class 9 contains 7645 members 
Mstep: Class 10 contains 5484 members 
Mstep: Class 11 contains 2531 members 
Mstep: Class 12 contains 6228 members 
Mstep: Class 14 contains 3198 members 
Mstep: Class 15 contains 16807 members 
Mstep: Class 16 contains 30828 members 
Mstep: Class 18 contains 7559 members 
Mstep: Class 19 contains 237340 members 
Mstep: Class 20 contains 151545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79992768.000000 Penalty: 53308.742188
Iteration 13Q: 17 clusters Score -7.999277e+07 nChanged 21546
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 4 contains 6682 members 
Mstep: Class 5 contains 38803 members 
Mstep: Class 6 contains 7945 members 
Mstep: Class 7 contains 29298 members 
Mstep: Class 8 contains 89129 members 
Mstep: Class 9 contains 7964 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 2530 members 
Mstep: Class 12 contains 6088 members 
Mstep: Class 14 contains 3072 members 
Mstep: Class 15 contains 17332 members 
Mstep: Class 16 contains 31468 members 
Mstep: Class 18 contains 8010 members 
Mstep: Class 19 contains 236621 members 
Mstep: Class 20 contains 153619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79994840.000000 Penalty: 53308.742188
Iteration 14Q: 17 clusters Score -7.999484e+07 nChanged 17956
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 4 contains 7003 members 
Mstep: Class 5 contains 38169 members 
Mstep: Class 6 contains 7481 members 
Mstep: Class 7 contains 29076 members 
Mstep: Class 8 contains 89061 members 
Mstep: Class 9 contains 8281 members 
Mstep: Class 10 contains 4744 members 
Mstep: Class 11 contains 2533 members 
Mstep: Class 12 contains 6019 members 
Mstep: Class 14 contains 3008 members 
Mstep: Class 15 contains 17931 members 
Mstep: Class 16 contains 32105 members 
Mstep: Class 18 contains 8390 members 
Mstep: Class 19 contains 234054 members 
Mstep: Class 20 contains 156156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79997232.000000 Penalty: 53308.742188
Iteration 15Q: 17 clusters Score -7.999723e+07 nChanged 15570
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 4 contains 7473 members 
Mstep: Class 5 contains 37651 members 
Mstep: Class 6 contains 7121 members 
Mstep: Class 7 contains 28874 members 
Mstep: Class 8 contains 89270 members 
Mstep: Class 9 contains 8570 members 
Mstep: Class 10 contains 4617 members 
Mstep: Class 11 contains 2538 members 
Mstep: Class 12 contains 5968 members 
Mstep: Class 14 contains 2964 members 
Mstep: Class 15 contains 18513 members 
Mstep: Class 16 contains 32769 members 
Mstep: Class 18 contains 8672 members 
Mstep: Class 19 contains 230604 members 
Mstep: Class 20 contains 158888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80000272.000000 Penalty: 53308.742188
Iteration 16Q: 17 clusters Score -8.000027e+07 nChanged 13309
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 4 contains 8064 members 
Mstep: Class 5 contains 37237 members 
Mstep: Class 6 contains 6767 members 
Mstep: Class 7 contains 28707 members 
Mstep: Class 8 contains 89513 members 
Mstep: Class 9 contains 8827 members 
Mstep: Class 10 contains 4554 members 
Mstep: Class 11 contains 2539 members 
Mstep: Class 12 contains 5926 members 
Mstep: Class 14 contains 2910 members 
Mstep: Class 15 contains 19120 members 
Mstep: Class 16 contains 33308 members 
Mstep: Class 18 contains 8876 members 
Mstep: Class 19 contains 227054 members 
Mstep: Class 20 contains 161588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80003640.000000 Penalty: 53308.742188
Iteration 17Q: 17 clusters Score -8.000364e+07 nChanged 11152
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 4 contains 8699 members 
Mstep: Class 5 contains 36901 members 
Mstep: Class 6 contains 6489 members 
Mstep: Class 7 contains 28643 members 
Mstep: Class 8 contains 89736 members 
Mstep: Class 9 contains 9063 members 
Mstep: Class 10 contains 4545 members 
Mstep: Class 11 contains 2541 members 
Mstep: Class 12 contains 5899 members 
Mstep: Class 14 contains 2881 members 
Mstep: Class 15 contains 19678 members 
Mstep: Class 16 contains 33695 members 
Mstep: Class 18 contains 9036 members 
Mstep: Class 19 contains 223974 members 
Mstep: Class 20 contains 163718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80006352.000000 Penalty: 53308.742188
Iteration 18Q: 17 clusters Score -8.000635e+07 nChanged 9631
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 4 contains 9378 members 
Mstep: Class 5 contains 36657 members 
Mstep: Class 6 contains 6251 members 
Mstep: Class 7 contains 28553 members 
Mstep: Class 8 contains 89878 members 
Mstep: Class 9 contains 9238 members 
Mstep: Class 10 contains 4551 members 
Mstep: Class 11 contains 2543 members 
Mstep: Class 12 contains 5870 members 
Mstep: Class 14 contains 2827 members 
Mstep: Class 15 contains 20253 members 
Mstep: Class 16 contains 33973 members 
Mstep: Class 18 contains 9156 members 
Mstep: Class 19 contains 221483 members 
Mstep: Class 20 contains 165389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80008840.000000 Penalty: 53308.742188
Iteration 19Q: 17 clusters Score -8.000884e+07 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 4 contains 10032 members 
Mstep: Class 5 contains 36489 members 
Mstep: Class 6 contains 6114 members 
Mstep: Class 7 contains 28460 members 
Mstep: Class 8 contains 89913 members 
Mstep: Class 9 contains 9385 members 
Mstep: Class 10 contains 4566 members 
Mstep: Class 11 contains 2545 members 
Mstep: Class 12 contains 5861 members 
Mstep: Class 14 contains 2828 members 
Mstep: Class 15 contains 20776 members 
Mstep: Class 16 contains 34176 members 
Mstep: Class 18 contains 9239 members 
Mstep: Class 19 contains 219598 members 
Mstep: Class 20 contains 166512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80010432.000000 Penalty: 53308.742188
Iteration 20F: 17 clusters Score -8.001043e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 4 contains 10627 members 
Mstep: Class 5 contains 36335 members 
Mstep: Class 6 contains 6039 members 
Mstep: Class 7 contains 28398 members 
Mstep: Class 8 contains 89935 members 
Mstep: Class 9 contains 9502 members 
Mstep: Class 10 contains 4577 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 5854 members 
Mstep: Class 14 contains 2823 members 
Mstep: Class 15 contains 21242 members 
Mstep: Class 16 contains 34327 members 
Mstep: Class 18 contains 9300 members 
Mstep: Class 19 contains 218127 members 
Mstep: Class 20 contains 167321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80011544.000000 Penalty: 53308.742188
Iteration 21Q: 17 clusters Score -8.001154e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 4 contains 11214 members 
Mstep: Class 5 contains 36208 members 
Mstep: Class 6 contains 6016 members 
Mstep: Class 7 contains 28358 members 
Mstep: Class 8 contains 89990 members 
Mstep: Class 9 contains 9582 members 
Mstep: Class 10 contains 4575 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 5827 members 
Mstep: Class 14 contains 2793 members 
Mstep: Class 15 contains 21672 members 
Mstep: Class 16 contains 34419 members 
Mstep: Class 18 contains 9354 members 
Mstep: Class 19 contains 217084 members 
Mstep: Class 20 contains 167737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80012520.000000 Penalty: 53308.742188
Iteration 22Q: 17 clusters Score -8.001252e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 4 contains 11808 members 
Mstep: Class 5 contains 36100 members 
Mstep: Class 6 contains 6087 members 
Mstep: Class 7 contains 28328 members 
Mstep: Class 8 contains 90001 members 
Mstep: Class 9 contains 9662 members 
Mstep: Class 10 contains 4584 members 
Mstep: Class 11 contains 2549 members 
Mstep: Class 12 contains 5826 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 22085 members 
Mstep: Class 16 contains 34481 members 
Mstep: Class 18 contains 9409 members 
Mstep: Class 19 contains 216246 members 
Mstep: Class 20 contains 167852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80012952.000000 Penalty: 53308.742188
Iteration 23Q: 17 clusters Score -8.001295e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 4 contains 12329 members 
Mstep: Class 5 contains 36037 members 
Mstep: Class 6 contains 6182 members 
Mstep: Class 7 contains 28297 members 
Mstep: Class 8 contains 89999 members 
Mstep: Class 9 contains 9731 members 
Mstep: Class 10 contains 4602 members 
Mstep: Class 11 contains 2550 members 
Mstep: Class 12 contains 5827 members 
Mstep: Class 14 contains 2725 members 
Mstep: Class 15 contains 22521 members 
Mstep: Class 16 contains 34548 members 
Mstep: Class 18 contains 9468 members 
Mstep: Class 19 contains 215574 members 
Mstep: Class 20 contains 167772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80013400.000000 Penalty: 53308.742188
Iteration 24Q: 17 clusters Score -8.00134e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 4 contains 12794 members 
Mstep: Class 5 contains 36000 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 28280 members 
Mstep: Class 8 contains 90000 members 
Mstep: Class 9 contains 9797 members 
Mstep: Class 10 contains 4611 members 
Mstep: Class 11 contains 2550 members 
Mstep: Class 12 contains 5812 members 
Mstep: Class 14 contains 2724 members 
Mstep: Class 15 contains 22953 members 
Mstep: Class 16 contains 34597 members 
Mstep: Class 18 contains 9515 members 
Mstep: Class 19 contains 214935 members 
Mstep: Class 20 contains 167632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80014296.000000 Penalty: 53308.742188
Iteration 25Q: 17 clusters Score -8.00143e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 4 contains 13239 members 
Mstep: Class 5 contains 35982 members 
Mstep: Class 6 contains 6492 members 
Mstep: Class 7 contains 28274 members 
Mstep: Class 8 contains 90039 members 
Mstep: Class 9 contains 9853 members 
Mstep: Class 10 contains 4624 members 
Mstep: Class 11 contains 2549 members 
Mstep: Class 12 contains 5805 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 23412 members 
Mstep: Class 16 contains 34653 members 
Mstep: Class 18 contains 9559 members 
Mstep: Class 19 contains 214394 members 
Mstep: Class 20 contains 167307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80014568.000000 Penalty: 53308.742188
Iteration 26Q: 17 clusters Score -8.001457e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 4 contains 13625 members 
Mstep: Class 5 contains 35977 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 28271 members 
Mstep: Class 8 contains 90050 members 
Mstep: Class 9 contains 9898 members 
Mstep: Class 10 contains 4633 members 
Mstep: Class 11 contains 2549 members 
Mstep: Class 12 contains 5796 members 
Mstep: Class 14 contains 2682 members 
Mstep: Class 15 contains 23915 members 
Mstep: Class 16 contains 34688 members 
Mstep: Class 18 contains 9597 members 
Mstep: Class 19 contains 213982 members 
Mstep: Class 20 contains 166989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80015152.000000 Penalty: 53308.742188
Iteration 27Q: 17 clusters Score -8.001515e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 4 contains 13937 members 
Mstep: Class 5 contains 35974 members 
Mstep: Class 6 contains 6751 members 
Mstep: Class 7 contains 28292 members 
Mstep: Class 8 contains 90108 members 
Mstep: Class 9 contains 9940 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 2549 members 
Mstep: Class 12 contains 5792 members 
Mstep: Class 14 contains 2668 members 
Mstep: Class 15 contains 24404 members 
Mstep: Class 16 contains 34698 members 
Mstep: Class 18 contains 9641 members 
Mstep: Class 19 contains 213538 members 
Mstep: Class 20 contains 166761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80015056.000000 Penalty: 53308.742188
Iteration 28Q: 17 clusters Score -8.001506e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 4 contains 14218 members 
Mstep: Class 5 contains 35948 members 
Mstep: Class 6 contains 6947 members 
Mstep: Class 7 contains 28307 members 
Mstep: Class 8 contains 90183 members 
Mstep: Class 9 contains 9980 members 
Mstep: Class 10 contains 4644 members 
Mstep: Class 11 contains 2549 members 
Mstep: Class 12 contains 5790 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 24915 members 
Mstep: Class 16 contains 34714 members 
Mstep: Class 18 contains 9684 members 
Mstep: Class 19 contains 213019 members 
Mstep: Class 20 contains 166532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80015496.000000 Penalty: 53308.742188
Iteration 29Q: 17 clusters Score -8.00155e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 4 contains 14440 members 
Mstep: Class 5 contains 35948 members 
Mstep: Class 6 contains 7152 members 
Mstep: Class 7 contains 28319 members 
Mstep: Class 8 contains 90237 members 
Mstep: Class 9 contains 10012 members 
Mstep: Class 10 contains 4643 members 
Mstep: Class 11 contains 2550 members 
Mstep: Class 12 contains 5792 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 25428 members 
Mstep: Class 16 contains 34730 members 
Mstep: Class 18 contains 9716 members 
Mstep: Class 19 contains 212653 members 
Mstep: Class 20 contains 166226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80015744.000000 Penalty: 53308.742188
Iteration 30Q: 17 clusters Score -8.001574e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 4 contains 14599 members 
Mstep: Class 5 contains 35963 members 
Mstep: Class 6 contains 7375 members 
Mstep: Class 7 contains 28356 members 
Mstep: Class 8 contains 90295 members 
Mstep: Class 9 contains 10036 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 2551 members 
Mstep: Class 12 contains 5800 members 
Mstep: Class 14 contains 2643 members 
Mstep: Class 15 contains 25920 members 
Mstep: Class 16 contains 34741 members 
Mstep: Class 18 contains 9746 members 
Mstep: Class 19 contains 212217 members 
Mstep: Class 20 contains 166023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80015992.000000 Penalty: 53308.742188
Iteration 31Q: 17 clusters Score -8.001599e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 4 contains 14699 members 
Mstep: Class 5 contains 35952 members 
Mstep: Class 6 contains 7600 members 
Mstep: Class 7 contains 28407 members 
Mstep: Class 8 contains 90366 members 
Mstep: Class 9 contains 10074 members 
Mstep: Class 10 contains 4642 members 
Mstep: Class 11 contains 2550 members 
Mstep: Class 12 contains 5804 members 
Mstep: Class 14 contains 2617 members 
Mstep: Class 15 contains 26379 members 
Mstep: Class 16 contains 34751 members 
Mstep: Class 18 contains 9769 members 
Mstep: Class 19 contains 211839 members 
Mstep: Class 20 contains 165833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80016488.000000 Penalty: 53308.742188
Iteration 32Q: 17 clusters Score -8.001649e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 4 contains 14780 members 
Mstep: Class 5 contains 35964 members 
Mstep: Class 6 contains 7819 members 
Mstep: Class 7 contains 28435 members 
Mstep: Class 8 contains 90473 members 
Mstep: Class 9 contains 10107 members 
Mstep: Class 10 contains 4642 members 
Mstep: Class 11 contains 2551 members 
Mstep: Class 12 contains 5813 members 
Mstep: Class 14 contains 2603 members 
Mstep: Class 15 contains 26917 members 
Mstep: Class 16 contains 34768 members 
Mstep: Class 18 contains 9789 members 
Mstep: Class 19 contains 211378 members 
Mstep: Class 20 contains 165652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80016728.000000 Penalty: 53308.742188
Iteration 33Q: 17 clusters Score -8.001673e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 4 contains 14851 members 
Mstep: Class 5 contains 35990 members 
Mstep: Class 6 contains 8031 members 
Mstep: Class 7 contains 28468 members 
Mstep: Class 8 contains 90586 members 
Mstep: Class 9 contains 10139 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 2551 members 
Mstep: Class 12 contains 5815 members 
Mstep: Class 14 contains 2600 members 
Mstep: Class 15 contains 27433 members 
Mstep: Class 16 contains 34779 members 
Mstep: Class 18 contains 9802 members 
Mstep: Class 19 contains 210965 members 
Mstep: Class 20 contains 165430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80017160.000000 Penalty: 53308.742188
Iteration 34Q: 17 clusters Score -8.001716e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 4 contains 14907 members 
Mstep: Class 5 contains 36025 members 
Mstep: Class 6 contains 8204 members 
Mstep: Class 7 contains 28514 members 
Mstep: Class 8 contains 90680 members 
Mstep: Class 9 contains 10162 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 2551 members 
Mstep: Class 12 contains 5812 members 
Mstep: Class 14 contains 2595 members 
Mstep: Class 15 contains 27935 members 
Mstep: Class 16 contains 34789 members 
Mstep: Class 18 contains 9823 members 
Mstep: Class 19 contains 210507 members 
Mstep: Class 20 contains 165319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80017448.000000 Penalty: 53308.742188
Iteration 35Q: 17 clusters Score -8.001745e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 4 contains 14948 members 
Mstep: Class 5 contains 36051 members 
Mstep: Class 6 contains 8370 members 
Mstep: Class 7 contains 28544 members 
Mstep: Class 8 contains 90766 members 
Mstep: Class 9 contains 10186 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 2551 members 
Mstep: Class 12 contains 5812 members 
Mstep: Class 14 contains 2589 members 
Mstep: Class 15 contains 28449 members 
Mstep: Class 16 contains 34795 members 
Mstep: Class 18 contains 9843 members 
Mstep: Class 19 contains 210020 members 
Mstep: Class 20 contains 165266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80017192.000000 Penalty: 53308.742188
Iteration 36Q: 17 clusters Score -8.001719e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 4 contains 14989 members 
Mstep: Class 5 contains 36069 members 
Mstep: Class 6 contains 8543 members 
Mstep: Class 7 contains 28580 members 
Mstep: Class 8 contains 90803 members 
Mstep: Class 9 contains 10217 members 
Mstep: Class 10 contains 4643 members 
Mstep: Class 11 contains 2551 members 
Mstep: Class 12 contains 5821 members 
Mstep: Class 14 contains 2577 members 
Mstep: Class 15 contains 28947 members 
Mstep: Class 16 contains 34797 members 
Mstep: Class 18 contains 9842 members 
Mstep: Class 19 contains 209493 members 
Mstep: Class 20 contains 165304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80017408.000000 Penalty: 53308.742188
Iteration 37Q: 17 clusters Score -8.001741e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 4 contains 15027 members 
Mstep: Class 5 contains 36080 members 
Mstep: Class 6 contains 8740 members 
Mstep: Class 7 contains 28610 members 
Mstep: Class 8 contains 90824 members 
Mstep: Class 9 contains 10239 members 
Mstep: Class 10 contains 4642 members 
Mstep: Class 11 contains 2551 members 
Mstep: Class 12 contains 5827 members 
Mstep: Class 14 contains 2571 members 
Mstep: Class 15 contains 29430 members 
Mstep: Class 16 contains 34809 members 
Mstep: Class 18 contains 9837 members 
Mstep: Class 19 contains 208961 members 
Mstep: Class 20 contains 165359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80017264.000000 Penalty: 53308.742188
Iteration 38Q: 17 clusters Score -8.001726e+07 nChanged 3456
Entering ConstructFrom: 
Score: -80017264.000000 Penalty: 53308.742188
Entering ConstructFrom: 
Trying to split cluster 1 (29330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Entering Unmasked Estep 
Score: -3381803.250000 Penalty: 2551.018799
	Iteration 0F: 2 clusters Score -3381803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -3361761.000000 Penalty: 5102.037598
	Iteration 0F: 3 clusters Score -3361761 nChanged 13187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -3368833.250000 Penalty: 5102.037598
	Iteration 1F: 3 clusters Score -3368833 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -3369415.000000 Penalty: 5102.037598
	Iteration 2Q: 3 clusters Score -3369415 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -3370169.750000 Penalty: 5102.037598
	Iteration 3Q: 3 clusters Score -3370170 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -3371177.000000 Penalty: 5102.037598
	Iteration 4F: 3 clusters Score -3371177 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -3372347.750000 Penalty: 5102.037598
	Iteration 5F: 3 clusters Score -3372348 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -3373726.500000 Penalty: 5102.037598
	Iteration 6F: 3 clusters Score -3373726 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -3375279.250000 Penalty: 5102.037598
	Iteration 7F: 3 clusters Score -3375279 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -3376976.750000 Penalty: 5102.037598
	Iteration 8F: 3 clusters Score -3376977 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -3378484.750000 Penalty: 5102.037598
	Iteration 9F: 3 clusters Score -3378485 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -3379752.750000 Penalty: 5102.037598
	Iteration 10Q: 3 clusters Score -3379753 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -3380592.750000 Penalty: 5102.037598
	Iteration 11Q: 3 clusters Score -3380593 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -3381047.250000 Penalty: 5102.037598
	Iteration 12Q: 3 clusters Score -3381047 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -3381264.000000 Penalty: 5102.037598
	Iteration 13Q: 3 clusters Score -3381264 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -3381375.750000 Penalty: 5102.037598
	Iteration 14Q: 3 clusters Score -3381376 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -3381428.750000 Penalty: 5102.037598
	Iteration 15Q: 3 clusters Score -3381429 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -3381442.250000 Penalty: 5102.037598
	Iteration 16Q: 3 clusters Score -3381442 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -3381455.250000 Penalty: 5102.037598
	Iteration 17Q: 3 clusters Score -3381455 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -3381469.750000 Penalty: 5102.037598
	Iteration 18Q: 3 clusters Score -3381470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -3381468.250000 Penalty: 5102.037598
	Iteration 19Q: 3 clusters Score -3381468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -3381478.000000 Penalty: 5102.037598
	Iteration 20F: 3 clusters Score -3381478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -3381483.500000 Penalty: 5102.037598
	Iteration 21Q: 3 clusters Score -3381484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -3381484.750000 Penalty: 5102.037598
	Iteration 22Q: 3 clusters Score -3381485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -3381490.000000 Penalty: 5102.037598
	Iteration 23Q: 3 clusters Score -3381490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -3381492.000000 Penalty: 5102.037598
	Iteration 24Q: 3 clusters Score -3381492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -3381491.000000 Penalty: 5102.037598
	Iteration 25Q: 3 clusters Score -3381491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -3381492.500000 Penalty: 5102.037598
	Iteration 26Q: 3 clusters Score -3381492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -3381494.750000 Penalty: 5102.037598
	Iteration 27Q: 3 clusters Score -3381495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -3381494.250000 Penalty: 5102.037598
	Iteration 28Q: 3 clusters Score -3381494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -3381494.000000 Penalty: 5102.037598
	Iteration 29Q: 3 clusters Score -3381494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -3381494.000000 Penalty: 5102.037598
	Iteration 30Q: 3 clusters Score -3381494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -3381491.750000 Penalty: 5102.037598
	Iteration 31Q: 3 clusters Score -3381492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -3381494.000000 Penalty: 5102.037598
	Iteration 32Q: 3 clusters Score -3381494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -3381496.500000 Penalty: 5102.037598
	Iteration 33Q: 3 clusters Score -3381496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -3381496.500000 Penalty: 5102.037598
	Iteration 34F: 3 clusters Score -3381496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Entering Unmasked Estep 
Score: -1830766.500000 Penalty: 2386.055420
	Iteration 0F: 2 clusters Score -1830766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1819812.875000 Penalty: 4772.110840
	Iteration 0F: 3 clusters Score -1819813 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1823156.500000 Penalty: 4772.110840
	Iteration 1F: 3 clusters Score -1823156 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1823496.500000 Penalty: 4772.110840
	Iteration 2F: 3 clusters Score -1823496 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1823763.875000 Penalty: 4772.110840
	Iteration 3Q: 3 clusters Score -1823764 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1823990.000000 Penalty: 4772.110840
	Iteration 4Q: 3 clusters Score -1823990 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1824172.375000 Penalty: 4772.110840
	Iteration 5Q: 3 clusters Score -1824172 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1824378.375000 Penalty: 4772.110840
	Iteration 6Q: 3 clusters Score -1824378 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1824561.500000 Penalty: 4772.110840
	Iteration 7Q: 3 clusters Score -1824562 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1824744.875000 Penalty: 4772.110840
	Iteration 8Q: 3 clusters Score -1824745 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1824951.625000 Penalty: 4772.110840
	Iteration 9Q: 3 clusters Score -1824952 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1825215.000000 Penalty: 4772.110840
	Iteration 10Q: 3 clusters Score -1825215 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1825600.375000 Penalty: 4772.110840
	Iteration 11Q: 3 clusters Score -1825600 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1826133.500000 Penalty: 4772.110840
	Iteration 12F: 3 clusters Score -1826134 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1826756.000000 Penalty: 4772.110840
	Iteration 13F: 3 clusters Score -1826756 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1827329.500000 Penalty: 4772.110840
	Iteration 14Q: 3 clusters Score -1827330 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1827701.625000 Penalty: 4772.110840
	Iteration 15Q: 3 clusters Score -1827702 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1827918.125000 Penalty: 4772.110840
	Iteration 16Q: 3 clusters Score -1827918 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1828040.125000 Penalty: 4772.110840
	Iteration 17Q: 3 clusters Score -1828040 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1828117.875000 Penalty: 4772.110840
	Iteration 18Q: 3 clusters Score -1828118 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1828175.375000 Penalty: 4772.110840
	Iteration 19Q: 3 clusters Score -1828175 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1828209.250000 Penalty: 4772.110840
	Iteration 20F: 3 clusters Score -1828209 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1828245.500000 Penalty: 4772.110840
	Iteration 21Q: 3 clusters Score -1828246 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1828276.000000 Penalty: 4772.110840
	Iteration 22Q: 3 clusters Score -1828276 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1828299.375000 Penalty: 4772.110840
	Iteration 23Q: 3 clusters Score -1828299 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1828319.000000 Penalty: 4772.110840
	Iteration 24Q: 3 clusters Score -1828319 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1828333.125000 Penalty: 4772.110840
	Iteration 25Q: 3 clusters Score -1828333 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1828348.875000 Penalty: 4772.110840
	Iteration 26Q: 3 clusters Score -1828349 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1828366.375000 Penalty: 4772.110840
	Iteration 27Q: 3 clusters Score -1828366 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1828383.750000 Penalty: 4772.110840
	Iteration 28Q: 3 clusters Score -1828384 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1828398.625000 Penalty: 4772.110840
	Iteration 29Q: 3 clusters Score -1828399 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1828415.625000 Penalty: 4772.110840
	Iteration 30Q: 3 clusters Score -1828416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1828424.500000 Penalty: 4772.110840
	Iteration 31Q: 3 clusters Score -1828424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1828439.000000 Penalty: 4772.110840
	Iteration 32Q: 3 clusters Score -1828439 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1828448.250000 Penalty: 4772.110840
	Iteration 33Q: 3 clusters Score -1828448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1828459.500000 Penalty: 4772.110840
	Iteration 34Q: 3 clusters Score -1828460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1828465.625000 Penalty: 4772.110840
	Iteration 35Q: 3 clusters Score -1828466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1828475.250000 Penalty: 4772.110840
	Iteration 36Q: 3 clusters Score -1828475 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1828486.625000 Penalty: 4772.110840
	Iteration 37Q: 3 clusters Score -1828487 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1828497.125000 Penalty: 4772.110840
	Iteration 38Q: 3 clusters Score -1828497 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1828506.750000 Penalty: 4772.110840
	Iteration 39Q: 3 clusters Score -1828507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1828519.250000 Penalty: 4772.110840
	Iteration 40F: 3 clusters Score -1828519 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1828524.625000 Penalty: 4772.110840
	Iteration 41Q: 3 clusters Score -1828525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1828530.500000 Penalty: 4772.110840
	Iteration 42Q: 3 clusters Score -1828530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1828542.125000 Penalty: 4772.110840
	Iteration 43Q: 3 clusters Score -1828542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1828555.625000 Penalty: 4772.110840
	Iteration 44Q: 3 clusters Score -1828556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1828559.750000 Penalty: 4772.110840
	Iteration 45Q: 3 clusters Score -1828560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1828562.750000 Penalty: 4772.110840
	Iteration 46Q: 3 clusters Score -1828563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1828573.500000 Penalty: 4772.110840
	Iteration 47Q: 3 clusters Score -1828574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1828576.250000 Penalty: 4772.110840
	Iteration 48Q: 3 clusters Score -1828576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1828582.375000 Penalty: 4772.110840
	Iteration 49Q: 3 clusters Score -1828582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1828591.875000 Penalty: 4772.110840
	Iteration 50Q: 3 clusters Score -1828592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1828594.875000 Penalty: 4772.110840
	Iteration 51Q: 3 clusters Score -1828595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1828597.500000 Penalty: 4772.110840
	Iteration 52Q: 3 clusters Score -1828598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1828600.875000 Penalty: 4772.110840
	Iteration 53Q: 3 clusters Score -1828601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1828604.875000 Penalty: 4772.110840
	Iteration 54Q: 3 clusters Score -1828605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1828604.000000 Penalty: 4772.110840
	Iteration 55Q: 3 clusters Score -1828604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1828607.000000 Penalty: 4772.110840
	Iteration 56Q: 3 clusters Score -1828607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1828610.500000 Penalty: 4772.110840
	Iteration 57Q: 3 clusters Score -1828610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1828614.375000 Penalty: 4772.110840
	Iteration 58Q: 3 clusters Score -1828614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1828618.625000 Penalty: 4772.110840
	Iteration 59Q: 3 clusters Score -1828619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1828618.375000 Penalty: 4772.110840
	Iteration 60F: 3 clusters Score -1828618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1828619.750000 Penalty: 4772.110840
	Iteration 61Q: 3 clusters Score -1828620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1828622.125000 Penalty: 4772.110840
	Iteration 62Q: 3 clusters Score -1828622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1828623.750000 Penalty: 4772.110840
	Iteration 63Q: 3 clusters Score -1828624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1828629.375000 Penalty: 4772.110840
	Iteration 64Q: 3 clusters Score -1828629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1828626.750000 Penalty: 4772.110840
	Iteration 65Q: 3 clusters Score -1828627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1828630.375000 Penalty: 4772.110840
	Iteration 66Q: 3 clusters Score -1828630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1828634.625000 Penalty: 4772.110840
	Iteration 67Q: 3 clusters Score -1828635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1828634.500000 Penalty: 4772.110840
	Iteration 68Q: 3 clusters Score -1828634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1828636.625000 Penalty: 4772.110840
	Iteration 69Q: 3 clusters Score -1828637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1828637.750000 Penalty: 4772.110840
	Iteration 70Q: 3 clusters Score -1828638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1828640.125000 Penalty: 4772.110840
	Iteration 71Q: 3 clusters Score -1828640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1828642.125000 Penalty: 4772.110840
	Iteration 72Q: 3 clusters Score -1828642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1828643.125000 Penalty: 4772.110840
	Iteration 73Q: 3 clusters Score -1828643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1828643.625000 Penalty: 4772.110840
	Iteration 74Q: 3 clusters Score -1828644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1828644.000000 Penalty: 4772.110840
	Iteration 75Q: 3 clusters Score -1828644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1828643.250000 Penalty: 4772.110840
	Iteration 76Q: 3 clusters Score -1828643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1828643.250000 Penalty: 4772.110840
	Iteration 77F: 3 clusters Score -1828643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Entering Unmasked Estep 
Score: -4318797.500000 Penalty: 2602.503418
	Iteration 0F: 2 clusters Score -4318798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -4294365.500000 Penalty: 5205.006836
	Iteration 0F: 3 clusters Score -4294366 nChanged 16384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -4303569.000000 Penalty: 5205.006836
	Iteration 1F: 3 clusters Score -4303569 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -4305611.500000 Penalty: 5205.006836
	Iteration 2F: 3 clusters Score -4305612 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -4308070.500000 Penalty: 5205.006836
	Iteration 3F: 3 clusters Score -4308070 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -4311438.000000 Penalty: 5205.006836
	Iteration 4F: 3 clusters Score -4311438 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -4315467.000000 Penalty: 5205.006836
	Iteration 5F: 3 clusters Score -4315467 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -4318958.000000 Penalty: 5205.006836
	Iteration 6F: 3 clusters Score -4318958 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -4321509.500000 Penalty: 5205.006836
	Iteration 7F: 3 clusters Score -4321510 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -4322904.500000 Penalty: 5205.006836
	Iteration 8Q: 3 clusters Score -4322904 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -4323647.500000 Penalty: 5205.006836
	Iteration 9Q: 3 clusters Score -4323648 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -4323978.500000 Penalty: 5205.006836
	Iteration 10Q: 3 clusters Score -4323978 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -4324161.000000 Penalty: 5205.006836
	Iteration 11Q: 3 clusters Score -4324161 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -4324302.000000 Penalty: 5205.006836
	Iteration 12Q: 3 clusters Score -4324302 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -4324351.000000 Penalty: 5205.006836
	Iteration 13Q: 3 clusters Score -4324351 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4324403.500000 Penalty: 5205.006836
	Iteration 14Q: 3 clusters Score -4324404 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -4324419.500000 Penalty: 5205.006836
	Iteration 15Q: 3 clusters Score -4324420 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -4324431.000000 Penalty: 5205.006836
	Iteration 16Q: 3 clusters Score -4324431 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4324447.000000 Penalty: 5205.006836
	Iteration 17Q: 3 clusters Score -4324447 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -4324455.500000 Penalty: 5205.006836
	Iteration 18Q: 3 clusters Score -4324456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -4324455.500000 Penalty: 5205.006836
	Iteration 19Q: 3 clusters Score -4324456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -4324471.000000 Penalty: 5205.006836
	Iteration 20F: 3 clusters Score -4324471 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4324483.000000 Penalty: 5205.006836
	Iteration 21Q: 3 clusters Score -4324483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -4324485.000000 Penalty: 5205.006836
	Iteration 22Q: 3 clusters Score -4324485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -4324490.000000 Penalty: 5205.006836
	Iteration 23Q: 3 clusters Score -4324490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -4324487.500000 Penalty: 5205.006836
	Iteration 24Q: 3 clusters Score -4324488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -4324495.500000 Penalty: 5205.006836
	Iteration 25Q: 3 clusters Score -4324496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -4324505.000000 Penalty: 5205.006836
	Iteration 26Q: 3 clusters Score -4324505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -4324506.500000 Penalty: 5205.006836
	Iteration 27Q: 3 clusters Score -4324506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4324506.000000 Penalty: 5205.006836
	Iteration 28Q: 3 clusters Score -4324506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4324513.000000 Penalty: 5205.006836
	Iteration 29Q: 3 clusters Score -4324513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -4324517.500000 Penalty: 5205.006836
	Iteration 30Q: 3 clusters Score -4324518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -4324513.500000 Penalty: 5205.006836
	Iteration 31Q: 3 clusters Score -4324514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4324513.500000 Penalty: 5205.006836
	Iteration 32Q: 3 clusters Score -4324514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -4324511.500000 Penalty: 5205.006836
	Iteration 33Q: 3 clusters Score -4324512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -4324511.500000 Penalty: 5205.006836
	Iteration 34F: 3 clusters Score -4324512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 2500 members 
Mstep: Class 4 contains 15081 members 
Mstep: Class 5 contains 33597 members 
Mstep: Class 6 contains 8928 members 
Mstep: Class 7 contains 28626 members 
Mstep: Class 8 contains 90867 members 
Mstep: Class 9 contains 10259 members 
Mstep: Class 10 contains 4644 members 
Mstep: Class 11 contains 2551 members 
Mstep: Class 12 contains 5830 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 29953 members 
Mstep: Class 16 contains 34816 members 
Mstep: Class 18 contains 9842 members 
Mstep: Class 19 contains 208395 members 
Mstep: Class 20 contains 165451 members 
Entering Unmasked Estep 
Score: -80022104.000000 Penalty: 56640.539062
Splitting cluster 5 changes total score from -80017264.000000 to -80022104.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 6 (8928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Entering Unmasked Estep 
Score: -1070919.250000 Penalty: 2256.042969
	Iteration 0F: 2 clusters Score -1070919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1064006.125000 Penalty: 4512.085938
	Iteration 0F: 3 clusters Score -1064006 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1065841.500000 Penalty: 4512.085938
	Iteration 1F: 3 clusters Score -1065842 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1066073.125000 Penalty: 4512.085938
	Iteration 2F: 3 clusters Score -1066073 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1066247.750000 Penalty: 4512.085938
	Iteration 3Q: 3 clusters Score -1066248 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1066394.000000 Penalty: 4512.085938
	Iteration 4Q: 3 clusters Score -1066394 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1066513.500000 Penalty: 4512.085938
	Iteration 5Q: 3 clusters Score -1066514 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1066614.750000 Penalty: 4512.085938
	Iteration 6Q: 3 clusters Score -1066615 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1066710.875000 Penalty: 4512.085938
	Iteration 7Q: 3 clusters Score -1066711 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1066787.875000 Penalty: 4512.085938
	Iteration 8Q: 3 clusters Score -1066788 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1066877.000000 Penalty: 4512.085938
	Iteration 9Q: 3 clusters Score -1066877 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1066982.125000 Penalty: 4512.085938
	Iteration 10Q: 3 clusters Score -1066982 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1067117.375000 Penalty: 4512.085938
	Iteration 11Q: 3 clusters Score -1067117 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1067271.625000 Penalty: 4512.085938
	Iteration 12Q: 3 clusters Score -1067272 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1067494.500000 Penalty: 4512.085938
	Iteration 13Q: 3 clusters Score -1067494 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1067710.750000 Penalty: 4512.085938
	Iteration 14Q: 3 clusters Score -1067711 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1067904.875000 Penalty: 4512.085938
	Iteration 15Q: 3 clusters Score -1067905 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1068080.500000 Penalty: 4512.085938
	Iteration 16Q: 3 clusters Score -1068080 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1068244.125000 Penalty: 4512.085938
	Iteration 17Q: 3 clusters Score -1068244 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1068417.125000 Penalty: 4512.085938
	Iteration 18Q: 3 clusters Score -1068417 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1068591.625000 Penalty: 4512.085938
	Iteration 19Q: 3 clusters Score -1068592 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1068740.000000 Penalty: 4512.085938
	Iteration 20F: 3 clusters Score -1068740 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1068845.750000 Penalty: 4512.085938
	Iteration 21Q: 3 clusters Score -1068846 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1068908.125000 Penalty: 4512.085938
	Iteration 22Q: 3 clusters Score -1068908 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1068951.625000 Penalty: 4512.085938
	Iteration 23Q: 3 clusters Score -1068952 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1068987.875000 Penalty: 4512.085938
	Iteration 24Q: 3 clusters Score -1068988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1069015.250000 Penalty: 4512.085938
	Iteration 25Q: 3 clusters Score -1069015 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1069035.625000 Penalty: 4512.085938
	Iteration 26Q: 3 clusters Score -1069036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1069051.250000 Penalty: 4512.085938
	Iteration 27Q: 3 clusters Score -1069051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1069058.750000 Penalty: 4512.085938
	Iteration 28Q: 3 clusters Score -1069059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1069063.500000 Penalty: 4512.085938
	Iteration 29Q: 3 clusters Score -1069064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1069070.375000 Penalty: 4512.085938
	Iteration 30Q: 3 clusters Score -1069070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1069076.750000 Penalty: 4512.085938
	Iteration 31Q: 3 clusters Score -1069077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1069083.000000 Penalty: 4512.085938
	Iteration 32Q: 3 clusters Score -1069083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1069085.750000 Penalty: 4512.085938
	Iteration 33Q: 3 clusters Score -1069086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1069089.500000 Penalty: 4512.085938
	Iteration 34Q: 3 clusters Score -1069090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1069093.500000 Penalty: 4512.085938
	Iteration 35Q: 3 clusters Score -1069094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1069096.500000 Penalty: 4512.085938
	Iteration 36Q: 3 clusters Score -1069096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1069097.000000 Penalty: 4512.085938
	Iteration 37Q: 3 clusters Score -1069097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1069097.125000 Penalty: 4512.085938
	Iteration 38Q: 3 clusters Score -1069097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1069099.625000 Penalty: 4512.085938
	Iteration 39Q: 3 clusters Score -1069100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1069099.750000 Penalty: 4512.085938
	Iteration 40F: 3 clusters Score -1069100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1069100.250000 Penalty: 4512.085938
	Iteration 41Q: 3 clusters Score -1069100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1069102.625000 Penalty: 4512.085938
	Iteration 42Q: 3 clusters Score -1069103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1069103.000000 Penalty: 4512.085938
	Iteration 43Q: 3 clusters Score -1069103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1069104.750000 Penalty: 4512.085938
	Iteration 44Q: 3 clusters Score -1069105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1069106.250000 Penalty: 4512.085938
	Iteration 45Q: 3 clusters Score -1069106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1069108.875000 Penalty: 4512.085938
	Iteration 46Q: 3 clusters Score -1069109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1069109.875000 Penalty: 4512.085938
	Iteration 47Q: 3 clusters Score -1069110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1069110.250000 Penalty: 4512.085938
	Iteration 48Q: 3 clusters Score -1069110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1069111.000000 Penalty: 4512.085938
	Iteration 49Q: 3 clusters Score -1069111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1069110.250000 Penalty: 4512.085938
	Iteration 50Q: 3 clusters Score -1069110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1069112.125000 Penalty: 4512.085938
	Iteration 51Q: 3 clusters Score -1069112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1069114.000000 Penalty: 4512.085938
	Iteration 52Q: 3 clusters Score -1069114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1069114.000000 Penalty: 4512.085938
	Iteration 53F: 3 clusters Score -1069114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Entering Unmasked Estep 
Score: -3470051.250000 Penalty: 2544.993408
	Iteration 0F: 2 clusters Score -3470051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -3450342.250000 Penalty: 5089.986816
	Iteration 0F: 3 clusters Score -3450342 nChanged 12916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -3457295.500000 Penalty: 5089.986816
	Iteration 1F: 3 clusters Score -3457296 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -3458057.000000 Penalty: 5089.986816
	Iteration 2F: 3 clusters Score -3458057 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -3459429.000000 Penalty: 5089.986816
	Iteration 3F: 3 clusters Score -3459429 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -3461460.000000 Penalty: 5089.986816
	Iteration 4F: 3 clusters Score -3461460 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -3463936.500000 Penalty: 5089.986816
	Iteration 5F: 3 clusters Score -3463936 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -3466481.000000 Penalty: 5089.986816
	Iteration 6F: 3 clusters Score -3466481 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -3468479.250000 Penalty: 5089.986816
	Iteration 7F: 3 clusters Score -3468479 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -3469582.750000 Penalty: 5089.986816
	Iteration 8Q: 3 clusters Score -3469583 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -3470209.500000 Penalty: 5089.986816
	Iteration 9Q: 3 clusters Score -3470210 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -3470480.500000 Penalty: 5089.986816
	Iteration 10Q: 3 clusters Score -3470480 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -3470651.500000 Penalty: 5089.986816
	Iteration 11Q: 3 clusters Score -3470652 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -3470758.000000 Penalty: 5089.986816
	Iteration 12Q: 3 clusters Score -3470758 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -3470818.500000 Penalty: 5089.986816
	Iteration 13Q: 3 clusters Score -3470818 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -3470845.500000 Penalty: 5089.986816
	Iteration 14Q: 3 clusters Score -3470846 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -3470866.750000 Penalty: 5089.986816
	Iteration 15Q: 3 clusters Score -3470867 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -3470881.750000 Penalty: 5089.986816
	Iteration 16Q: 3 clusters Score -3470882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -3470894.250000 Penalty: 5089.986816
	Iteration 17Q: 3 clusters Score -3470894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -3470902.750000 Penalty: 5089.986816
	Iteration 18Q: 3 clusters Score -3470903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -3470905.000000 Penalty: 5089.986816
	Iteration 19Q: 3 clusters Score -3470905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -3470905.000000 Penalty: 5089.986816
	Iteration 20F: 3 clusters Score -3470905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -3470905.500000 Penalty: 5089.986816
	Iteration 21Q: 3 clusters Score -3470906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -3470903.750000 Penalty: 5089.986816
	Iteration 22Q: 3 clusters Score -3470904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -3470903.500000 Penalty: 5089.986816
	Iteration 23Q: 3 clusters Score -3470904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -3470902.000000 Penalty: 5089.986816
	Iteration 24Q: 3 clusters Score -3470902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -3470903.250000 Penalty: 5089.986816
	Iteration 25Q: 3 clusters Score -3470903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -3470903.250000 Penalty: 5089.986816
	Iteration 26Q: 3 clusters Score -3470903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -3470903.250000 Penalty: 5089.986816
	Iteration 27F: 3 clusters Score -3470903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 2500 members 
Mstep: Class 3 contains 26810 members 
Mstep: Class 4 contains 15081 members 
Mstep: Class 5 contains 33597 members 
Mstep: Class 6 contains 8928 members 
Mstep: Class 7 contains 1816 members 
Mstep: Class 8 contains 90867 members 
Mstep: Class 9 contains 10259 members 
Mstep: Class 10 contains 4644 members 
Mstep: Class 11 contains 2551 members 
Mstep: Class 12 contains 5830 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 29953 members 
Mstep: Class 16 contains 34816 members 
Mstep: Class 18 contains 9842 members 
Mstep: Class 19 contains 208395 members 
Mstep: Class 20 contains 165451 members 
Entering Unmasked Estep 
Score: -80022552.000000 Penalty: 59972.335938
Splitting cluster 7 changes total score from -80017264.000000 to -80022552.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 8 (90867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90867 members 
Entering Unmasked Estep 
Score: -10885207.000000 Penalty: 2831.453857
	Iteration 0F: 2 clusters Score -1.088521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -10824627.000000 Penalty: 5662.907715
	Iteration 0F: 3 clusters Score -1.082463e+07 nChanged 42948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -10849545.000000 Penalty: 5662.907715
	Iteration 1F: 3 clusters Score -1.084954e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -10850648.000000 Penalty: 5662.907715
	Iteration 2Q: 3 clusters Score -1.085065e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -10851928.000000 Penalty: 5662.907715
	Iteration 3Q: 3 clusters Score -1.085193e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -10853464.000000 Penalty: 5662.907715
	Iteration 4Q: 3 clusters Score -1.085346e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -10855217.000000 Penalty: 5662.907715
	Iteration 5Q: 3 clusters Score -1.085522e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 48188 members 
Entering Unmasked Estep 
Score: -10856832.000000 Penalty: 5662.907715
	Iteration 6Q: 3 clusters Score -1.085683e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 48175 members 
Entering Unmasked Estep 
Score: -10858847.000000 Penalty: 5662.907715
	Iteration 7Q: 3 clusters Score -1.085885e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -10860956.000000 Penalty: 5662.907715
	Iteration 8Q: 3 clusters Score -1.086096e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -10863541.000000 Penalty: 5662.907715
	Iteration 9F: 3 clusters Score -1.086354e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 47021 members 
Entering Unmasked Estep 
Score: -10866064.000000 Penalty: 5662.907715
	Iteration 10F: 3 clusters Score -1.086606e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -10868295.000000 Penalty: 5662.907715
	Iteration 11Q: 3 clusters Score -1.08683e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -10869774.000000 Penalty: 5662.907715
	Iteration 12Q: 3 clusters Score -1.086977e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -10870728.000000 Penalty: 5662.907715
	Iteration 13Q: 3 clusters Score -1.087073e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -10871270.000000 Penalty: 5662.907715
	Iteration 14Q: 3 clusters Score -1.087127e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46063 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -10871670.000000 Penalty: 5662.907715
	Iteration 15Q: 3 clusters Score -1.087167e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -10871932.000000 Penalty: 5662.907715
	Iteration 16Q: 3 clusters Score -1.087193e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -10872090.000000 Penalty: 5662.907715
	Iteration 17Q: 3 clusters Score -1.087209e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -10872261.000000 Penalty: 5662.907715
	Iteration 18Q: 3 clusters Score -1.087226e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -10872475.000000 Penalty: 5662.907715
	Iteration 19Q: 3 clusters Score -1.087248e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49222 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -10872662.000000 Penalty: 5662.907715
	Iteration 20F: 3 clusters Score -1.087266e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49952 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -10872840.000000 Penalty: 5662.907715
	Iteration 21Q: 3 clusters Score -1.087284e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -10873028.000000 Penalty: 5662.907715
	Iteration 22Q: 3 clusters Score -1.087303e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51564 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -10873317.000000 Penalty: 5662.907715
	Iteration 23Q: 3 clusters Score -1.087332e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52419 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -10873479.000000 Penalty: 5662.907715
	Iteration 24Q: 3 clusters Score -1.087348e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -10873719.000000 Penalty: 5662.907715
	Iteration 25Q: 3 clusters Score -1.087372e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54329 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -10873923.000000 Penalty: 5662.907715
	Iteration 26Q: 3 clusters Score -1.087392e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55273 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -10874124.000000 Penalty: 5662.907715
	Iteration 27Q: 3 clusters Score -1.087412e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56244 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -10874400.000000 Penalty: 5662.907715
	Iteration 28Q: 3 clusters Score -1.08744e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57229 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -10874550.000000 Penalty: 5662.907715
	Iteration 29Q: 3 clusters Score -1.087455e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58247 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -10874799.000000 Penalty: 5662.907715
	Iteration 30Q: 3 clusters Score -1.08748e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59320 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -10875036.000000 Penalty: 5662.907715
	Iteration 31Q: 3 clusters Score -1.087504e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60422 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -10875316.000000 Penalty: 5662.907715
	Iteration 32Q: 3 clusters Score -1.087532e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61566 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -10875589.000000 Penalty: 5662.907715
	Iteration 33Q: 3 clusters Score -1.087559e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62768 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -10875950.000000 Penalty: 5662.907715
	Iteration 34Q: 3 clusters Score -1.087595e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63983 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -10876284.000000 Penalty: 5662.907715
	Iteration 35Q: 3 clusters Score -1.087628e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -10876582.000000 Penalty: 5662.907715
	Iteration 36Q: 3 clusters Score -1.087658e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66334 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -10876866.000000 Penalty: 5662.907715
	Iteration 37Q: 3 clusters Score -1.087687e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67493 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -10877095.000000 Penalty: 5662.907715
	Iteration 38Q: 3 clusters Score -1.08771e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68698 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -10877378.000000 Penalty: 5662.907715
	Iteration 39Q: 3 clusters Score -1.087738e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69843 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -10877748.000000 Penalty: 5662.907715
	Iteration 40F: 3 clusters Score -1.087775e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70983 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -10878085.000000 Penalty: 5662.907715
	Iteration 41Q: 3 clusters Score -1.087808e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72116 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -10878370.000000 Penalty: 5662.907715
	Iteration 42Q: 3 clusters Score -1.087837e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73230 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -10878717.000000 Penalty: 5662.907715
	Iteration 43Q: 3 clusters Score -1.087872e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74327 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -10878976.000000 Penalty: 5662.907715
	Iteration 44Q: 3 clusters Score -1.087898e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75383 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -10879354.000000 Penalty: 5662.907715
	Iteration 45Q: 3 clusters Score -1.087935e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76390 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -10879681.000000 Penalty: 5662.907715
	Iteration 46Q: 3 clusters Score -1.087968e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77334 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -10879960.000000 Penalty: 5662.907715
	Iteration 47Q: 3 clusters Score -1.087996e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78217 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -10880180.000000 Penalty: 5662.907715
	Iteration 48Q: 3 clusters Score -1.088018e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79056 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -10880397.000000 Penalty: 5662.907715
	Iteration 49Q: 3 clusters Score -1.08804e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79807 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -10880672.000000 Penalty: 5662.907715
	Iteration 50Q: 3 clusters Score -1.088067e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80533 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -10880904.000000 Penalty: 5662.907715
	Iteration 51Q: 3 clusters Score -1.08809e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81282 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -10881129.000000 Penalty: 5662.907715
	Iteration 52Q: 3 clusters Score -1.088113e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81982 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -10881367.000000 Penalty: 5662.907715
	Iteration 53Q: 3 clusters Score -1.088137e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82634 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -10881510.000000 Penalty: 5662.907715
	Iteration 54Q: 3 clusters Score -1.088151e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83251 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -10881730.000000 Penalty: 5662.907715
	Iteration 55Q: 3 clusters Score -1.088173e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83826 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -10881915.000000 Penalty: 5662.907715
	Iteration 56Q: 3 clusters Score -1.088192e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84331 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -10882035.000000 Penalty: 5662.907715
	Iteration 57Q: 3 clusters Score -1.088204e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84804 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -10882219.000000 Penalty: 5662.907715
	Iteration 58Q: 3 clusters Score -1.088222e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85220 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -10882371.000000 Penalty: 5662.907715
	Iteration 59Q: 3 clusters Score -1.088237e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85565 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -10882434.000000 Penalty: 5662.907715
	Iteration 60F: 3 clusters Score -1.088243e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85882 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -10882533.000000 Penalty: 5662.907715
	Iteration 61Q: 3 clusters Score -1.088253e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86156 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -10882634.000000 Penalty: 5662.907715
	Iteration 62Q: 3 clusters Score -1.088263e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86391 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -10882706.000000 Penalty: 5662.907715
	Iteration 63Q: 3 clusters Score -1.088271e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86594 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -10882751.000000 Penalty: 5662.907715
	Iteration 64Q: 3 clusters Score -1.088275e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86774 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -10882802.000000 Penalty: 5662.907715
	Iteration 65Q: 3 clusters Score -1.08828e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86928 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -10882820.000000 Penalty: 5662.907715
	Iteration 66Q: 3 clusters Score -1.088282e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87084 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -10882845.000000 Penalty: 5662.907715
	Iteration 67Q: 3 clusters Score -1.088284e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87222 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -10882886.000000 Penalty: 5662.907715
	Iteration 68Q: 3 clusters Score -1.088289e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87361 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -10882911.000000 Penalty: 5662.907715
	Iteration 69Q: 3 clusters Score -1.088291e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87498 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -10882935.000000 Penalty: 5662.907715
	Iteration 70Q: 3 clusters Score -1.088294e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87621 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -10882963.000000 Penalty: 5662.907715
	Iteration 71Q: 3 clusters Score -1.088296e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87725 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -10883002.000000 Penalty: 5662.907715
	Iteration 72Q: 3 clusters Score -1.0883e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87835 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -10883036.000000 Penalty: 5662.907715
	Iteration 73Q: 3 clusters Score -1.088304e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87934 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -10883053.000000 Penalty: 5662.907715
	Iteration 74Q: 3 clusters Score -1.088305e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88021 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -10883071.000000 Penalty: 5662.907715
	Iteration 75Q: 3 clusters Score -1.088307e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88078 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -10883080.000000 Penalty: 5662.907715
	Iteration 76Q: 3 clusters Score -1.088308e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88134 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -10883052.000000 Penalty: 5662.907715
	Iteration 77Q: 3 clusters Score -1.088305e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88201 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -10883071.000000 Penalty: 5662.907715
	Iteration 78Q: 3 clusters Score -1.088307e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88276 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -10883120.000000 Penalty: 5662.907715
	Iteration 79Q: 3 clusters Score -1.088312e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88345 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -10883137.000000 Penalty: 5662.907715
	Iteration 80F: 3 clusters Score -1.088314e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88406 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -10883165.000000 Penalty: 5662.907715
	Iteration 81Q: 3 clusters Score -1.088316e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88456 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -10883164.000000 Penalty: 5662.907715
	Iteration 82Q: 3 clusters Score -1.088316e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88492 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -10883159.000000 Penalty: 5662.907715
	Iteration 83Q: 3 clusters Score -1.088316e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88516 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -10883157.000000 Penalty: 5662.907715
	Iteration 84Q: 3 clusters Score -1.088316e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88535 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -10883171.000000 Penalty: 5662.907715
	Iteration 85Q: 3 clusters Score -1.088317e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88551 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -10883167.000000 Penalty: 5662.907715
	Iteration 86Q: 3 clusters Score -1.088317e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88566 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -10883167.000000 Penalty: 5662.907715
	Iteration 87Q: 3 clusters Score -1.088317e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88581 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -10883157.000000 Penalty: 5662.907715
	Iteration 88Q: 3 clusters Score -1.088316e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88592 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -10883161.000000 Penalty: 5662.907715
	Iteration 89Q: 3 clusters Score -1.088316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88595 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -10883158.000000 Penalty: 5662.907715
	Iteration 90Q: 3 clusters Score -1.088316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88600 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -10883166.000000 Penalty: 5662.907715
	Iteration 91Q: 3 clusters Score -1.088317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88604 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -10883169.000000 Penalty: 5662.907715
	Iteration 92Q: 3 clusters Score -1.088317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88606 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -10883171.000000 Penalty: 5662.907715
	Iteration 93Q: 3 clusters Score -1.088317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88606 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -10883171.000000 Penalty: 5662.907715
	Iteration 94F: 3 clusters Score -1.088317e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Entering Unmasked Estep 
Score: -1223183.500000 Penalty: 2290.505859
	Iteration 0F: 2 clusters Score -1223184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1215369.125000 Penalty: 4581.011719
	Iteration 0F: 3 clusters Score -1215369 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1217621.750000 Penalty: 4581.011719
	Iteration 1F: 3 clusters Score -1217622 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1217968.500000 Penalty: 4581.011719
	Iteration 2F: 3 clusters Score -1217968 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1218299.250000 Penalty: 4581.011719
	Iteration 3F: 3 clusters Score -1218299 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1218761.000000 Penalty: 4581.011719
	Iteration 4F: 3 clusters Score -1218761 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1219400.750000 Penalty: 4581.011719
	Iteration 5F: 3 clusters Score -1219401 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1219891.500000 Penalty: 4581.011719
	Iteration 6F: 3 clusters Score -1219892 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1220203.125000 Penalty: 4581.011719
	Iteration 7F: 3 clusters Score -1220203 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1220460.375000 Penalty: 4581.011719
	Iteration 8Q: 3 clusters Score -1220460 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1220691.875000 Penalty: 4581.011719
	Iteration 9Q: 3 clusters Score -1220692 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1220888.000000 Penalty: 4581.011719
	Iteration 10Q: 3 clusters Score -1220888 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1221059.875000 Penalty: 4581.011719
	Iteration 11Q: 3 clusters Score -1221060 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1221217.250000 Penalty: 4581.011719
	Iteration 12Q: 3 clusters Score -1221217 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1221329.375000 Penalty: 4581.011719
	Iteration 13Q: 3 clusters Score -1221329 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1221421.375000 Penalty: 4581.011719
	Iteration 14Q: 3 clusters Score -1221421 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1221490.500000 Penalty: 4581.011719
	Iteration 15Q: 3 clusters Score -1221490 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1221533.750000 Penalty: 4581.011719
	Iteration 16Q: 3 clusters Score -1221534 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1221558.250000 Penalty: 4581.011719
	Iteration 17Q: 3 clusters Score -1221558 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1221581.875000 Penalty: 4581.011719
	Iteration 18Q: 3 clusters Score -1221582 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1221608.500000 Penalty: 4581.011719
	Iteration 19Q: 3 clusters Score -1221608 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1221626.875000 Penalty: 4581.011719
	Iteration 20F: 3 clusters Score -1221627 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1221646.750000 Penalty: 4581.011719
	Iteration 21Q: 3 clusters Score -1221647 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1221664.250000 Penalty: 4581.011719
	Iteration 22Q: 3 clusters Score -1221664 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1221681.000000 Penalty: 4581.011719
	Iteration 23Q: 3 clusters Score -1221681 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1221696.250000 Penalty: 4581.011719
	Iteration 24Q: 3 clusters Score -1221696 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1221707.625000 Penalty: 4581.011719
	Iteration 25Q: 3 clusters Score -1221708 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1221721.875000 Penalty: 4581.011719
	Iteration 26Q: 3 clusters Score -1221722 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1221729.250000 Penalty: 4581.011719
	Iteration 27Q: 3 clusters Score -1221729 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1221739.625000 Penalty: 4581.011719
	Iteration 28Q: 3 clusters Score -1221740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1221747.875000 Penalty: 4581.011719
	Iteration 29Q: 3 clusters Score -1221748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1221760.125000 Penalty: 4581.011719
	Iteration 30Q: 3 clusters Score -1221760 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1221772.625000 Penalty: 4581.011719
	Iteration 31Q: 3 clusters Score -1221773 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1221786.250000 Penalty: 4581.011719
	Iteration 32Q: 3 clusters Score -1221786 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1221798.625000 Penalty: 4581.011719
	Iteration 33Q: 3 clusters Score -1221799 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1221810.000000 Penalty: 4581.011719
	Iteration 34Q: 3 clusters Score -1221810 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1221820.875000 Penalty: 4581.011719
	Iteration 35Q: 3 clusters Score -1221821 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1221828.875000 Penalty: 4581.011719
	Iteration 36Q: 3 clusters Score -1221829 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1221837.000000 Penalty: 4581.011719
	Iteration 37Q: 3 clusters Score -1221837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1221838.000000 Penalty: 4581.011719
	Iteration 38Q: 3 clusters Score -1221838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1221838.625000 Penalty: 4581.011719
	Iteration 39Q: 3 clusters Score -1221839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1221842.500000 Penalty: 4581.011719
	Iteration 40F: 3 clusters Score -1221842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1221846.125000 Penalty: 4581.011719
	Iteration 41Q: 3 clusters Score -1221846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1221845.500000 Penalty: 4581.011719
	Iteration 42Q: 3 clusters Score -1221846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1221847.750000 Penalty: 4581.011719
	Iteration 43Q: 3 clusters Score -1221848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1221849.750000 Penalty: 4581.011719
	Iteration 44Q: 3 clusters Score -1221850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1221854.000000 Penalty: 4581.011719
	Iteration 45Q: 3 clusters Score -1221854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1221857.250000 Penalty: 4581.011719
	Iteration 46Q: 3 clusters Score -1221857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1221858.125000 Penalty: 4581.011719
	Iteration 47Q: 3 clusters Score -1221858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1221861.000000 Penalty: 4581.011719
	Iteration 48Q: 3 clusters Score -1221861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1221864.875000 Penalty: 4581.011719
	Iteration 49Q: 3 clusters Score -1221865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1221865.000000 Penalty: 4581.011719
	Iteration 50Q: 3 clusters Score -1221865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1221869.750000 Penalty: 4581.011719
	Iteration 51Q: 3 clusters Score -1221870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1221870.000000 Penalty: 4581.011719
	Iteration 52Q: 3 clusters Score -1221870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1221872.250000 Penalty: 4581.011719
	Iteration 53Q: 3 clusters Score -1221872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1221870.500000 Penalty: 4581.011719
	Iteration 54Q: 3 clusters Score -1221870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1221873.750000 Penalty: 4581.011719
	Iteration 55Q: 3 clusters Score -1221874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1221875.000000 Penalty: 4581.011719
	Iteration 56Q: 3 clusters Score -1221875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1221873.875000 Penalty: 4581.011719
	Iteration 57Q: 3 clusters Score -1221874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1221875.625000 Penalty: 4581.011719
	Iteration 58Q: 3 clusters Score -1221876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1221875.875000 Penalty: 4581.011719
	Iteration 59Q: 3 clusters Score -1221876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1221873.625000 Penalty: 4581.011719
	Iteration 60F: 3 clusters Score -1221874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1221874.625000 Penalty: 4581.011719
	Iteration 61Q: 3 clusters Score -1221875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1221874.625000 Penalty: 4581.011719
	Iteration 62F: 3 clusters Score -1221875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Entering Unmasked Estep 
Score: -560607.125000 Penalty: 2093.946289
	Iteration 0F: 2 clusters Score -560607.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -556349.812500 Penalty: 4187.892578
	Iteration 0F: 3 clusters Score -556349.8 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -557323.500000 Penalty: 4187.892578
	Iteration 1F: 3 clusters Score -557323.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -557678.750000 Penalty: 4187.892578
	Iteration 2F: 3 clusters Score -557678.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -558056.750000 Penalty: 4187.892578
	Iteration 3F: 3 clusters Score -558056.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -558479.125000 Penalty: 4187.892578
	Iteration 4F: 3 clusters Score -558479.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -558833.812500 Penalty: 4187.892578
	Iteration 5F: 3 clusters Score -558833.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -559117.187500 Penalty: 4187.892578
	Iteration 6F: 3 clusters Score -559117.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -559308.250000 Penalty: 4187.892578
	Iteration 7Q: 3 clusters Score -559308.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -559439.062500 Penalty: 4187.892578
	Iteration 8Q: 3 clusters Score -559439.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -559526.562500 Penalty: 4187.892578
	Iteration 9Q: 3 clusters Score -559526.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -559592.375000 Penalty: 4187.892578
	Iteration 10Q: 3 clusters Score -559592.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -559645.437500 Penalty: 4187.892578
	Iteration 11Q: 3 clusters Score -559645.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -559687.187500 Penalty: 4187.892578
	Iteration 12Q: 3 clusters Score -559687.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -559727.312500 Penalty: 4187.892578
	Iteration 13Q: 3 clusters Score -559727.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -559748.187500 Penalty: 4187.892578
	Iteration 14Q: 3 clusters Score -559748.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -559769.125000 Penalty: 4187.892578
	Iteration 15Q: 3 clusters Score -559769.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -559778.687500 Penalty: 4187.892578
	Iteration 16Q: 3 clusters Score -559778.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -559791.562500 Penalty: 4187.892578
	Iteration 17Q: 3 clusters Score -559791.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -559800.562500 Penalty: 4187.892578
	Iteration 18Q: 3 clusters Score -559800.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -559804.875000 Penalty: 4187.892578
	Iteration 19Q: 3 clusters Score -559804.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -559808.125000 Penalty: 4187.892578
	Iteration 20F: 3 clusters Score -559808.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -559810.125000 Penalty: 4187.892578
	Iteration 21Q: 3 clusters Score -559810.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -559812.125000 Penalty: 4187.892578
	Iteration 22Q: 3 clusters Score -559812.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -559816.562500 Penalty: 4187.892578
	Iteration 23Q: 3 clusters Score -559816.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -559818.437500 Penalty: 4187.892578
	Iteration 24Q: 3 clusters Score -559818.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -559819.375000 Penalty: 4187.892578
	Iteration 25Q: 3 clusters Score -559819.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -559819.562500 Penalty: 4187.892578
	Iteration 26Q: 3 clusters Score -559819.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -559820.250000 Penalty: 4187.892578
	Iteration 27Q: 3 clusters Score -559820.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -559821.187500 Penalty: 4187.892578
	Iteration 28Q: 3 clusters Score -559821.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -559822.250000 Penalty: 4187.892578
	Iteration 29Q: 3 clusters Score -559822.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -559822.250000 Penalty: 4187.892578
	Iteration 30F: 3 clusters Score -559822.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Entering Unmasked Estep 
Score: -263961.156250 Penalty: 1945.371704
	Iteration 0F: 2 clusters Score -263961.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -261180.875000 Penalty: 3890.743408
	Iteration 0F: 3 clusters Score -261180.9 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -262923.312500 Penalty: 3890.743408
	Iteration 1F: 3 clusters Score -262923.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -263675.968750 Penalty: 3890.743408
	Iteration 2F: 3 clusters Score -263676 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -264096.343750 Penalty: 3890.743408
	Iteration 3F: 3 clusters Score -264096.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -264317.937500 Penalty: 3890.743408
	Iteration 4Q: 3 clusters Score -264317.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -264549.968750 Penalty: 3890.743408
	Iteration 5Q: 3 clusters Score -264550 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -264901.375000 Penalty: 3890.743408
	Iteration 6Q: 3 clusters Score -264901.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -265222.093750 Penalty: 3890.743408
	Iteration 7Q: 3 clusters Score -265222.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -265377.187500 Penalty: 3890.743408
	Iteration 8Q: 3 clusters Score -265377.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -265489.625000 Penalty: 3890.743408
	Iteration 9Q: 3 clusters Score -265489.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -265603.218750 Penalty: 3890.743408
	Iteration 10Q: 3 clusters Score -265603.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -265656.187500 Penalty: 3890.743408
	Iteration 11Q: 3 clusters Score -265656.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -265672.968750 Penalty: 3890.743408
	Iteration 12Q: 3 clusters Score -265673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -265697.125000 Penalty: 3890.743408
	Iteration 13Q: 3 clusters Score -265697.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -265704.656250 Penalty: 3890.743408
	Iteration 14Q: 3 clusters Score -265704.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -265732.937500 Penalty: 3890.743408
	Iteration 15Q: 3 clusters Score -265732.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -265748.968750 Penalty: 3890.743408
	Iteration 16Q: 3 clusters Score -265749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -265782.000000 Penalty: 3890.743408
	Iteration 17Q: 3 clusters Score -265782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -265809.218750 Penalty: 3890.743408
	Iteration 18Q: 3 clusters Score -265809.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -265872.656250 Penalty: 3890.743408
	Iteration 19Q: 3 clusters Score -265872.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -266208.781250 Penalty: 3890.743408
	Iteration 20F: 3 clusters Score -266208.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -267531.250000 Penalty: 3890.743408
	Iteration 21Q: 3 clusters Score -267531.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -267687.906250 Penalty: 3890.743408
	Iteration 22Q: 3 clusters Score -267687.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -267745.375000 Penalty: 3890.743408
	Iteration 23Q: 3 clusters Score -267745.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -267771.031250 Penalty: 3890.743408
	Iteration 24Q: 3 clusters Score -267771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -267781.031250 Penalty: 3890.743408
	Iteration 25Q: 3 clusters Score -267781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -267786.968750 Penalty: 3890.743408
	Iteration 26Q: 3 clusters Score -267787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -267791.531250 Penalty: 3890.743408
	Iteration 27Q: 3 clusters Score -267791.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -267793.843750 Penalty: 3890.743408
	Iteration 28Q: 3 clusters Score -267793.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -267794.093750 Penalty: 3890.743408
	Iteration 29Q: 3 clusters Score -267794.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -267794.093750 Penalty: 3890.743408
	Iteration 30F: 3 clusters Score -267794.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 2500 members 
Mstep: Class 3 contains 26810 members 
Mstep: Class 4 contains 15081 members 
Mstep: Class 5 contains 33597 members 
Mstep: Class 6 contains 8928 members 
Mstep: Class 7 contains 1816 members 
Mstep: Class 8 contains 90867 members 
Mstep: Class 9 contains 10259 members 
Mstep: Class 10 contains 4644 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5830 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 29953 members 
Mstep: Class 16 contains 34816 members 
Mstep: Class 18 contains 9842 members 
Mstep: Class 19 contains 208395 members 
Mstep: Class 20 contains 165451 members 
Entering Unmasked Estep 
Score: -80025104.000000 Penalty: 63304.132812
Splitting cluster 11 changes total score from -80017264.000000 to -80025104.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 12 (5830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Entering Unmasked Estep 
Score: -651842.625000 Penalty: 2150.351562
	Iteration 0F: 2 clusters Score -651842.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -646777.937500 Penalty: 4300.703125
	Iteration 0F: 3 clusters Score -646777.9 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -648238.937500 Penalty: 4300.703125
	Iteration 1F: 3 clusters Score -648238.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -648809.125000 Penalty: 4300.703125
	Iteration 2F: 3 clusters Score -648809.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -649264.062500 Penalty: 4300.703125
	Iteration 3F: 3 clusters Score -649264.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -649667.250000 Penalty: 4300.703125
	Iteration 4F: 3 clusters Score -649667.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -650043.562500 Penalty: 4300.703125
	Iteration 5F: 3 clusters Score -650043.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -650376.000000 Penalty: 4300.703125
	Iteration 6F: 3 clusters Score -650376 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -650662.375000 Penalty: 4300.703125
	Iteration 7Q: 3 clusters Score -650662.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -650921.750000 Penalty: 4300.703125
	Iteration 8Q: 3 clusters Score -650921.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -651161.812500 Penalty: 4300.703125
	Iteration 9Q: 3 clusters Score -651161.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -651327.937500 Penalty: 4300.703125
	Iteration 10Q: 3 clusters Score -651327.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -651468.125000 Penalty: 4300.703125
	Iteration 11Q: 3 clusters Score -651468.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -651610.250000 Penalty: 4300.703125
	Iteration 12Q: 3 clusters Score -651610.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -651708.437500 Penalty: 4300.703125
	Iteration 13Q: 3 clusters Score -651708.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -651765.875000 Penalty: 4300.703125
	Iteration 14Q: 3 clusters Score -651765.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -651810.937500 Penalty: 4300.703125
	Iteration 15Q: 3 clusters Score -651810.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -651827.500000 Penalty: 4300.703125
	Iteration 16Q: 3 clusters Score -651827.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -651840.250000 Penalty: 4300.703125
	Iteration 17Q: 3 clusters Score -651840.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -651847.312500 Penalty: 4300.703125
	Iteration 18Q: 3 clusters Score -651847.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -651848.062500 Penalty: 4300.703125
	Iteration 19Q: 3 clusters Score -651848.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -651849.062500 Penalty: 4300.703125
	Iteration 20F: 3 clusters Score -651849.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -651849.625000 Penalty: 4300.703125
	Iteration 21Q: 3 clusters Score -651849.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -651849.625000 Penalty: 4300.703125
	Iteration 22F: 3 clusters Score -651849.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 2500 members 
Mstep: Class 3 contains 26810 members 
Mstep: Class 4 contains 15081 members 
Mstep: Class 5 contains 33597 members 
Mstep: Class 6 contains 8928 members 
Mstep: Class 7 contains 1816 members 
Mstep: Class 8 contains 90867 members 
Mstep: Class 9 contains 10259 members 
Mstep: Class 10 contains 4644 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5038 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 29953 members 
Mstep: Class 16 contains 34816 members 
Mstep: Class 17 contains 792 members 
Mstep: Class 18 contains 9842 members 
Mstep: Class 19 contains 208395 members 
Mstep: Class 20 contains 165451 members 
Entering Unmasked Estep 
Score: -80024000.000000 Penalty: 66635.929688
Splitting cluster 12 changes total score from -80017264.000000 to -80024000.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 14 (2554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Entering Unmasked Estep 
Score: -309322.000000 Penalty: 1945.663208
	Iteration 0F: 2 clusters Score -309322 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 1298 members 
Entering Unmasked Estep 
Score: -306385.281250 Penalty: 3891.326416
	Iteration 0F: 3 clusters Score -306385.3 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -306879.968750 Penalty: 3891.326416
	Iteration 1F: 3 clusters Score -306880 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -307009.093750 Penalty: 3891.326416
	Iteration 2F: 3 clusters Score -307009.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -307079.125000 Penalty: 3891.326416
	Iteration 3Q: 3 clusters Score -307079.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -307119.625000 Penalty: 3891.326416
	Iteration 4Q: 3 clusters Score -307119.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -307152.125000 Penalty: 3891.326416
	Iteration 5Q: 3 clusters Score -307152.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -307173.156250 Penalty: 3891.326416
	Iteration 6Q: 3 clusters Score -307173.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -307194.437500 Penalty: 3891.326416
	Iteration 7Q: 3 clusters Score -307194.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -307216.906250 Penalty: 3891.326416
	Iteration 8Q: 3 clusters Score -307216.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -307241.125000 Penalty: 3891.326416
	Iteration 9Q: 3 clusters Score -307241.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -307254.125000 Penalty: 3891.326416
	Iteration 10Q: 3 clusters Score -307254.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -307261.343750 Penalty: 3891.326416
	Iteration 11Q: 3 clusters Score -307261.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -307271.125000 Penalty: 3891.326416
	Iteration 12Q: 3 clusters Score -307271.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -307278.812500 Penalty: 3891.326416
	Iteration 13Q: 3 clusters Score -307278.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -307285.312500 Penalty: 3891.326416
	Iteration 14Q: 3 clusters Score -307285.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -307292.343750 Penalty: 3891.326416
	Iteration 15Q: 3 clusters Score -307292.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -307296.187500 Penalty: 3891.326416
	Iteration 16Q: 3 clusters Score -307296.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -307300.406250 Penalty: 3891.326416
	Iteration 17Q: 3 clusters Score -307300.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -307304.906250 Penalty: 3891.326416
	Iteration 18Q: 3 clusters Score -307304.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -307308.375000 Penalty: 3891.326416
	Iteration 19Q: 3 clusters Score -307308.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -307310.343750 Penalty: 3891.326416
	Iteration 20F: 3 clusters Score -307310.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -307314.218750 Penalty: 3891.326416
	Iteration 21Q: 3 clusters Score -307314.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -307316.906250 Penalty: 3891.326416
	Iteration 22Q: 3 clusters Score -307316.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -307318.218750 Penalty: 3891.326416
	Iteration 23Q: 3 clusters Score -307318.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -307318.656250 Penalty: 3891.326416
	Iteration 24Q: 3 clusters Score -307318.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -307319.718750 Penalty: 3891.326416
	Iteration 25Q: 3 clusters Score -307319.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -307319.718750 Penalty: 3891.326416
	Iteration 26Q: 3 clusters Score -307319.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -307321.781250 Penalty: 3891.326416
	Iteration 27Q: 3 clusters Score -307321.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -307324.500000 Penalty: 3891.326416
	Iteration 28Q: 3 clusters Score -307324.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -307327.125000 Penalty: 3891.326416
	Iteration 29Q: 3 clusters Score -307327.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -307329.343750 Penalty: 3891.326416
	Iteration 30Q: 3 clusters Score -307329.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -307331.218750 Penalty: 3891.326416
	Iteration 31Q: 3 clusters Score -307331.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -307332.281250 Penalty: 3891.326416
	Iteration 32Q: 3 clusters Score -307332.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -307333.062500 Penalty: 3891.326416
	Iteration 33Q: 3 clusters Score -307333.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -307334.312500 Penalty: 3891.326416
	Iteration 34Q: 3 clusters Score -307334.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -307334.250000 Penalty: 3891.326416
	Iteration 35Q: 3 clusters Score -307334.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -307334.250000 Penalty: 3891.326416
	Iteration 36F: 3 clusters Score -307334.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Entering Unmasked Estep 
Score: -3572561.500000 Penalty: 2556.231445
	Iteration 0F: 2 clusters Score -3572562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -3551955.000000 Penalty: 5112.462891
	Iteration 0F: 3 clusters Score -3551955 nChanged 13550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -3559404.500000 Penalty: 5112.462891
	Iteration 1F: 3 clusters Score -3559404 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -3559830.500000 Penalty: 5112.462891
	Iteration 2Q: 3 clusters Score -3559830 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -3560276.750000 Penalty: 5112.462891
	Iteration 3Q: 3 clusters Score -3560277 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -3560772.250000 Penalty: 5112.462891
	Iteration 4Q: 3 clusters Score -3560772 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -3561542.250000 Penalty: 5112.462891
	Iteration 5F: 3 clusters Score -3561542 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -3562654.750000 Penalty: 5112.462891
	Iteration 6F: 3 clusters Score -3562655 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -3564308.500000 Penalty: 5112.462891
	Iteration 7F: 3 clusters Score -3564308 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -3566355.250000 Penalty: 5112.462891
	Iteration 8F: 3 clusters Score -3566355 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3568250.250000 Penalty: 5112.462891
	Iteration 9F: 3 clusters Score -3568250 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3569401.000000 Penalty: 5112.462891
	Iteration 10Q: 3 clusters Score -3569401 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3569922.750000 Penalty: 5112.462891
	Iteration 11Q: 3 clusters Score -3569923 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3570102.500000 Penalty: 5112.462891
	Iteration 12Q: 3 clusters Score -3570102 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3570183.750000 Penalty: 5112.462891
	Iteration 13Q: 3 clusters Score -3570184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3570239.000000 Penalty: 5112.462891
	Iteration 14Q: 3 clusters Score -3570239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3570263.500000 Penalty: 5112.462891
	Iteration 15Q: 3 clusters Score -3570264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3570271.500000 Penalty: 5112.462891
	Iteration 16Q: 3 clusters Score -3570272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3570280.250000 Penalty: 5112.462891
	Iteration 17Q: 3 clusters Score -3570280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3570281.500000 Penalty: 5112.462891
	Iteration 18Q: 3 clusters Score -3570282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3570283.000000 Penalty: 5112.462891
	Iteration 19Q: 3 clusters Score -3570283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3570283.000000 Penalty: 5112.462891
	Iteration 20F: 3 clusters Score -3570283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Entering Unmasked Estep 
Score: -4184862.000000 Penalty: 2593.542480
	Iteration 0F: 2 clusters Score -4184862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -4161243.500000 Penalty: 5187.084961
	Iteration 0F: 3 clusters Score -4161244 nChanged 15805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -4170248.250000 Penalty: 5187.084961
	Iteration 1F: 3 clusters Score -4170248 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -4171467.000000 Penalty: 5187.084961
	Iteration 2F: 3 clusters Score -4171467 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -4172767.000000 Penalty: 5187.084961
	Iteration 3F: 3 clusters Score -4172767 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -4174141.000000 Penalty: 5187.084961
	Iteration 4F: 3 clusters Score -4174141 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -4175437.250000 Penalty: 5187.084961
	Iteration 5F: 3 clusters Score -4175437 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -4176627.750000 Penalty: 5187.084961
	Iteration 6F: 3 clusters Score -4176628 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -4177824.750000 Penalty: 5187.084961
	Iteration 7F: 3 clusters Score -4177825 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -4178904.750000 Penalty: 5187.084961
	Iteration 8F: 3 clusters Score -4178905 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -4179713.750000 Penalty: 5187.084961
	Iteration 9Q: 3 clusters Score -4179714 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -4180201.000000 Penalty: 5187.084961
	Iteration 10Q: 3 clusters Score -4180201 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -4180453.000000 Penalty: 5187.084961
	Iteration 11Q: 3 clusters Score -4180453 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -4180578.250000 Penalty: 5187.084961
	Iteration 12Q: 3 clusters Score -4180578 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -4180671.000000 Penalty: 5187.084961
	Iteration 13Q: 3 clusters Score -4180671 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -4180712.750000 Penalty: 5187.084961
	Iteration 14Q: 3 clusters Score -4180713 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -4180742.250000 Penalty: 5187.084961
	Iteration 15Q: 3 clusters Score -4180742 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -4180753.000000 Penalty: 5187.084961
	Iteration 16Q: 3 clusters Score -4180753 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -4180790.000000 Penalty: 5187.084961
	Iteration 17Q: 3 clusters Score -4180790 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -4180824.500000 Penalty: 5187.084961
	Iteration 18Q: 3 clusters Score -4180824 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -4180863.000000 Penalty: 5187.084961
	Iteration 19Q: 3 clusters Score -4180863 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -4180876.500000 Penalty: 5187.084961
	Iteration 20F: 3 clusters Score -4180876 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -4180902.250000 Penalty: 5187.084961
	Iteration 21Q: 3 clusters Score -4180902 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -4180920.750000 Penalty: 5187.084961
	Iteration 22Q: 3 clusters Score -4180921 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -4180955.750000 Penalty: 5187.084961
	Iteration 23Q: 3 clusters Score -4180956 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -4180973.750000 Penalty: 5187.084961
	Iteration 24Q: 3 clusters Score -4180974 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -4180990.500000 Penalty: 5187.084961
	Iteration 25Q: 3 clusters Score -4180990 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -4181022.750000 Penalty: 5187.084961
	Iteration 26Q: 3 clusters Score -4181023 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -4181034.250000 Penalty: 5187.084961
	Iteration 27Q: 3 clusters Score -4181034 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -4181050.750000 Penalty: 5187.084961
	Iteration 28Q: 3 clusters Score -4181051 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -4181086.750000 Penalty: 5187.084961
	Iteration 29Q: 3 clusters Score -4181087 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -4181094.500000 Penalty: 5187.084961
	Iteration 30Q: 3 clusters Score -4181094 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -4181120.500000 Penalty: 5187.084961
	Iteration 31Q: 3 clusters Score -4181120 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -4181129.500000 Penalty: 5187.084961
	Iteration 32Q: 3 clusters Score -4181130 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -4181162.250000 Penalty: 5187.084961
	Iteration 33Q: 3 clusters Score -4181162 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -4181176.750000 Penalty: 5187.084961
	Iteration 34Q: 3 clusters Score -4181177 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -4181220.000000 Penalty: 5187.084961
	Iteration 35Q: 3 clusters Score -4181220 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -4181254.250000 Penalty: 5187.084961
	Iteration 36Q: 3 clusters Score -4181254 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -4181262.500000 Penalty: 5187.084961
	Iteration 37Q: 3 clusters Score -4181262 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -4181279.250000 Penalty: 5187.084961
	Iteration 38Q: 3 clusters Score -4181279 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -4181294.750000 Penalty: 5187.084961
	Iteration 39Q: 3 clusters Score -4181295 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -4181321.000000 Penalty: 5187.084961
	Iteration 40F: 3 clusters Score -4181321 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -4181348.500000 Penalty: 5187.084961
	Iteration 41Q: 3 clusters Score -4181348 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -4181370.500000 Penalty: 5187.084961
	Iteration 42Q: 3 clusters Score -4181370 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -4181391.250000 Penalty: 5187.084961
	Iteration 43Q: 3 clusters Score -4181391 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -4181448.000000 Penalty: 5187.084961
	Iteration 44Q: 3 clusters Score -4181448 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -4181476.750000 Penalty: 5187.084961
	Iteration 45Q: 3 clusters Score -4181477 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -4181492.500000 Penalty: 5187.084961
	Iteration 46Q: 3 clusters Score -4181492 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -4181555.250000 Penalty: 5187.084961
	Iteration 47Q: 3 clusters Score -4181555 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -4181594.000000 Penalty: 5187.084961
	Iteration 48Q: 3 clusters Score -4181594 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -4181659.750000 Penalty: 5187.084961
	Iteration 49Q: 3 clusters Score -4181660 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -4181709.500000 Penalty: 5187.084961
	Iteration 50Q: 3 clusters Score -4181710 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -4181740.750000 Penalty: 5187.084961
	Iteration 51Q: 3 clusters Score -4181741 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -4181776.750000 Penalty: 5187.084961
	Iteration 52Q: 3 clusters Score -4181777 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -4181829.250000 Penalty: 5187.084961
	Iteration 53Q: 3 clusters Score -4181829 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -4181877.750000 Penalty: 5187.084961
	Iteration 54Q: 3 clusters Score -4181878 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -4181938.000000 Penalty: 5187.084961
	Iteration 55Q: 3 clusters Score -4181938 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -4181990.000000 Penalty: 5187.084961
	Iteration 56Q: 3 clusters Score -4181990 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -4182042.750000 Penalty: 5187.084961
	Iteration 57Q: 3 clusters Score -4182043 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -4182101.500000 Penalty: 5187.084961
	Iteration 58Q: 3 clusters Score -4182102 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -4182150.750000 Penalty: 5187.084961
	Iteration 59Q: 3 clusters Score -4182151 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -4182202.250000 Penalty: 5187.084961
	Iteration 60F: 3 clusters Score -4182202 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -4182251.250000 Penalty: 5187.084961
	Iteration 61Q: 3 clusters Score -4182251 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -4182318.750000 Penalty: 5187.084961
	Iteration 62Q: 3 clusters Score -4182319 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -4182382.500000 Penalty: 5187.084961
	Iteration 63Q: 3 clusters Score -4182382 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -4182453.250000 Penalty: 5187.084961
	Iteration 64Q: 3 clusters Score -4182453 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -4182519.500000 Penalty: 5187.084961
	Iteration 65Q: 3 clusters Score -4182520 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -4182601.250000 Penalty: 5187.084961
	Iteration 66Q: 3 clusters Score -4182601 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -4182678.000000 Penalty: 5187.084961
	Iteration 67Q: 3 clusters Score -4182678 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -4182755.250000 Penalty: 5187.084961
	Iteration 68Q: 3 clusters Score -4182755 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -4182846.500000 Penalty: 5187.084961
	Iteration 69Q: 3 clusters Score -4182846 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -4182946.500000 Penalty: 5187.084961
	Iteration 70Q: 3 clusters Score -4182946 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -4183014.250000 Penalty: 5187.084961
	Iteration 71Q: 3 clusters Score -4183014 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -4183078.000000 Penalty: 5187.084961
	Iteration 72Q: 3 clusters Score -4183078 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -4183123.750000 Penalty: 5187.084961
	Iteration 73Q: 3 clusters Score -4183124 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -4183174.000000 Penalty: 5187.084961
	Iteration 74Q: 3 clusters Score -4183174 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -4183218.750000 Penalty: 5187.084961
	Iteration 75Q: 3 clusters Score -4183219 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -4183259.000000 Penalty: 5187.084961
	Iteration 76Q: 3 clusters Score -4183259 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -4183296.500000 Penalty: 5187.084961
	Iteration 77Q: 3 clusters Score -4183296 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -4183339.250000 Penalty: 5187.084961
	Iteration 78Q: 3 clusters Score -4183339 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -4183365.250000 Penalty: 5187.084961
	Iteration 79Q: 3 clusters Score -4183365 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -4183398.500000 Penalty: 5187.084961
	Iteration 80F: 3 clusters Score -4183398 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -4183425.500000 Penalty: 5187.084961
	Iteration 81Q: 3 clusters Score -4183426 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -4183443.500000 Penalty: 5187.084961
	Iteration 82Q: 3 clusters Score -4183444 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -4183454.000000 Penalty: 5187.084961
	Iteration 83Q: 3 clusters Score -4183454 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -4183465.500000 Penalty: 5187.084961
	Iteration 84Q: 3 clusters Score -4183466 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -4183473.250000 Penalty: 5187.084961
	Iteration 85Q: 3 clusters Score -4183473 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -4183470.250000 Penalty: 5187.084961
	Iteration 86Q: 3 clusters Score -4183470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -4183488.000000 Penalty: 5187.084961
	Iteration 87Q: 3 clusters Score -4183488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -4183508.500000 Penalty: 5187.084961
	Iteration 88Q: 3 clusters Score -4183508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -4183515.250000 Penalty: 5187.084961
	Iteration 89Q: 3 clusters Score -4183515 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -4183520.250000 Penalty: 5187.084961
	Iteration 90Q: 3 clusters Score -4183520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -4183533.000000 Penalty: 5187.084961
	Iteration 91Q: 3 clusters Score -4183533 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -4183531.750000 Penalty: 5187.084961
	Iteration 92Q: 3 clusters Score -4183532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -4183545.750000 Penalty: 5187.084961
	Iteration 93Q: 3 clusters Score -4183546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -4183558.000000 Penalty: 5187.084961
	Iteration 94Q: 3 clusters Score -4183558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -4183564.500000 Penalty: 5187.084961
	Iteration 95Q: 3 clusters Score -4183564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -4183575.000000 Penalty: 5187.084961
	Iteration 96Q: 3 clusters Score -4183575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -4183580.250000 Penalty: 5187.084961
	Iteration 97Q: 3 clusters Score -4183580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -4183578.000000 Penalty: 5187.084961
	Iteration 98Q: 3 clusters Score -4183578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -4183584.750000 Penalty: 5187.084961
	Iteration 99Q: 3 clusters Score -4183585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -4183588.250000 Penalty: 5187.084961
	Iteration 100F: 3 clusters Score -4183588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -4183593.250000 Penalty: 5187.084961
	Iteration 101Q: 3 clusters Score -4183593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -4183592.500000 Penalty: 5187.084961
	Iteration 102Q: 3 clusters Score -4183592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -4183589.750000 Penalty: 5187.084961
	Iteration 103Q: 3 clusters Score -4183590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -4183596.250000 Penalty: 5187.084961
	Iteration 104Q: 3 clusters Score -4183596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -4183601.750000 Penalty: 5187.084961
	Iteration 105Q: 3 clusters Score -4183602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -4183604.000000 Penalty: 5187.084961
	Iteration 106Q: 3 clusters Score -4183604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -4183599.000000 Penalty: 5187.084961
	Iteration 107Q: 3 clusters Score -4183599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -4183602.750000 Penalty: 5187.084961
	Iteration 108Q: 3 clusters Score -4183603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -4183605.750000 Penalty: 5187.084961
	Iteration 109Q: 3 clusters Score -4183606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -4183607.000000 Penalty: 5187.084961
	Iteration 110Q: 3 clusters Score -4183607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -4183606.250000 Penalty: 5187.084961
	Iteration 111Q: 3 clusters Score -4183606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -4183605.750000 Penalty: 5187.084961
	Iteration 112Q: 3 clusters Score -4183606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -4183607.250000 Penalty: 5187.084961
	Iteration 113Q: 3 clusters Score -4183607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -4183611.000000 Penalty: 5187.084961
	Iteration 114Q: 3 clusters Score -4183611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -4183622.750000 Penalty: 5187.084961
	Iteration 115Q: 3 clusters Score -4183623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -4183622.250000 Penalty: 5187.084961
	Iteration 116Q: 3 clusters Score -4183622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -4183629.750000 Penalty: 5187.084961
	Iteration 117Q: 3 clusters Score -4183630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -4183623.750000 Penalty: 5187.084961
	Iteration 118Q: 3 clusters Score -4183624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -4183622.500000 Penalty: 5187.084961
	Iteration 119Q: 3 clusters Score -4183622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -4183622.000000 Penalty: 5187.084961
	Iteration 120F: 3 clusters Score -4183622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -4183624.000000 Penalty: 5187.084961
	Iteration 121Q: 3 clusters Score -4183624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -4183621.000000 Penalty: 5187.084961
	Iteration 122Q: 3 clusters Score -4183621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -4183622.000000 Penalty: 5187.084961
	Iteration 123Q: 3 clusters Score -4183622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -4183620.500000 Penalty: 5187.084961
	Iteration 124Q: 3 clusters Score -4183620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -4183619.750000 Penalty: 5187.084961
	Iteration 125Q: 3 clusters Score -4183620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -4183619.750000 Penalty: 5187.084961
	Iteration 126F: 3 clusters Score -4183620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Entering Unmasked Estep 
Score: -1181650.750000 Penalty: 2280.214600
	Iteration 0F: 2 clusters Score -1181651 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 4915 members 
Entering Unmasked Estep 
Score: -1173996.625000 Penalty: 4560.429199
	Iteration 0F: 3 clusters Score -1173997 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1176115.875000 Penalty: 4560.429199
	Iteration 1F: 3 clusters Score -1176116 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1176400.750000 Penalty: 4560.429199
	Iteration 2F: 3 clusters Score -1176401 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1176625.250000 Penalty: 4560.429199
	Iteration 3F: 3 clusters Score -1176625 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1176806.000000 Penalty: 4560.429199
	Iteration 4Q: 3 clusters Score -1176806 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1176957.750000 Penalty: 4560.429199
	Iteration 5Q: 3 clusters Score -1176958 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1177105.125000 Penalty: 4560.429199
	Iteration 6Q: 3 clusters Score -1177105 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1177284.750000 Penalty: 4560.429199
	Iteration 7Q: 3 clusters Score -1177285 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1177519.375000 Penalty: 4560.429199
	Iteration 8Q: 3 clusters Score -1177519 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1177833.125000 Penalty: 4560.429199
	Iteration 9Q: 3 clusters Score -1177833 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1178250.375000 Penalty: 4560.429199
	Iteration 10F: 3 clusters Score -1178250 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1178677.375000 Penalty: 4560.429199
	Iteration 11F: 3 clusters Score -1178677 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1179083.250000 Penalty: 4560.429199
	Iteration 12Q: 3 clusters Score -1179083 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1179480.125000 Penalty: 4560.429199
	Iteration 13Q: 3 clusters Score -1179480 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1179732.125000 Penalty: 4560.429199
	Iteration 14Q: 3 clusters Score -1179732 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1179885.875000 Penalty: 4560.429199
	Iteration 15Q: 3 clusters Score -1179886 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1179973.625000 Penalty: 4560.429199
	Iteration 16Q: 3 clusters Score -1179974 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1180016.375000 Penalty: 4560.429199
	Iteration 17Q: 3 clusters Score -1180016 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1180042.750000 Penalty: 4560.429199
	Iteration 18Q: 3 clusters Score -1180043 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1180067.125000 Penalty: 4560.429199
	Iteration 19Q: 3 clusters Score -1180067 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1180083.125000 Penalty: 4560.429199
	Iteration 20F: 3 clusters Score -1180083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1180086.500000 Penalty: 4560.429199
	Iteration 21Q: 3 clusters Score -1180086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1180088.750000 Penalty: 4560.429199
	Iteration 22Q: 3 clusters Score -1180089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1180089.250000 Penalty: 4560.429199
	Iteration 23Q: 3 clusters Score -1180089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1180091.000000 Penalty: 4560.429199
	Iteration 24Q: 3 clusters Score -1180091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1180093.125000 Penalty: 4560.429199
	Iteration 25Q: 3 clusters Score -1180093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1180094.750000 Penalty: 4560.429199
	Iteration 26Q: 3 clusters Score -1180095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1180094.750000 Penalty: 4560.429199
	Iteration 27Q: 3 clusters Score -1180095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1180094.500000 Penalty: 4560.429199
	Iteration 28Q: 3 clusters Score -1180094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1180093.750000 Penalty: 4560.429199
	Iteration 29Q: 3 clusters Score -1180094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1180093.750000 Penalty: 4560.429199
	Iteration 30F: 3 clusters Score -1180094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (208395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208395 members 
Entering Unmasked Estep 
Score: -24827208.000000 Penalty: 3037.303223
	Iteration 0F: 2 clusters Score -2.482721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104127 members 
Mstep: Class 2 contains 104268 members 
Entering Unmasked Estep 
Score: -24694278.000000 Penalty: 6074.606445
	Iteration 0F: 3 clusters Score -2.469428e+07 nChanged 100400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101639 members 
Mstep: Class 2 contains 106756 members 
Entering Unmasked Estep 
Score: -24752512.000000 Penalty: 6074.606445
	Iteration 1F: 3 clusters Score -2.475251e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99757 members 
Mstep: Class 2 contains 108638 members 
Entering Unmasked Estep 
Score: -24754456.000000 Penalty: 6074.606445
	Iteration 2Q: 3 clusters Score -2.475446e+07 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96914 members 
Mstep: Class 2 contains 111481 members 
Entering Unmasked Estep 
Score: -24757832.000000 Penalty: 6074.606445
	Iteration 3Q: 3 clusters Score -2.475783e+07 nChanged 11445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92569 members 
Mstep: Class 2 contains 115826 members 
Entering Unmasked Estep 
Score: -24763982.000000 Penalty: 6074.606445
	Iteration 4F: 3 clusters Score -2.476398e+07 nChanged 14961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85984 members 
Mstep: Class 2 contains 122411 members 
Entering Unmasked Estep 
Score: -24772956.000000 Penalty: 6074.606445
	Iteration 5F: 3 clusters Score -2.477296e+07 nChanged 17520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77890 members 
Mstep: Class 2 contains 130505 members 
Entering Unmasked Estep 
Score: -24785830.000000 Penalty: 6074.606445
	Iteration 6F: 3 clusters Score -2.478583e+07 nChanged 17586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70430 members 
Mstep: Class 2 contains 137965 members 
Entering Unmasked Estep 
Score: -24801310.000000 Penalty: 6074.606445
	Iteration 7F: 3 clusters Score -2.480131e+07 nChanged 14291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66595 members 
Mstep: Class 2 contains 141800 members 
Entering Unmasked Estep 
Score: -24812538.000000 Penalty: 6074.606445
	Iteration 8F: 3 clusters Score -2.481254e+07 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66277 members 
Mstep: Class 2 contains 142118 members 
Entering Unmasked Estep 
Score: -24815562.000000 Penalty: 6074.606445
	Iteration 9Q: 3 clusters Score -2.481556e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67326 members 
Mstep: Class 2 contains 141069 members 
Entering Unmasked Estep 
Score: -24816090.000000 Penalty: 6074.606445
	Iteration 10Q: 3 clusters Score -2.481609e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68678 members 
Mstep: Class 2 contains 139717 members 
Entering Unmasked Estep 
Score: -24816428.000000 Penalty: 6074.606445
	Iteration 11Q: 3 clusters Score -2.481643e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70068 members 
Mstep: Class 2 contains 138327 members 
Entering Unmasked Estep 
Score: -24816702.000000 Penalty: 6074.606445
	Iteration 12Q: 3 clusters Score -2.48167e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71576 members 
Mstep: Class 2 contains 136819 members 
Entering Unmasked Estep 
Score: -24816740.000000 Penalty: 6074.606445
	Iteration 13Q: 3 clusters Score -2.481674e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73164 members 
Mstep: Class 2 contains 135231 members 
Entering Unmasked Estep 
Score: -24816712.000000 Penalty: 6074.606445
	Iteration 14Q: 3 clusters Score -2.481671e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74803 members 
Mstep: Class 2 contains 133592 members 
Entering Unmasked Estep 
Score: -24816660.000000 Penalty: 6074.606445
	Iteration 15Q: 3 clusters Score -2.481666e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76492 members 
Mstep: Class 2 contains 131903 members 
Entering Unmasked Estep 
Score: -24816646.000000 Penalty: 6074.606445
	Iteration 16Q: 3 clusters Score -2.481665e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78193 members 
Mstep: Class 2 contains 130202 members 
Entering Unmasked Estep 
Score: -24816538.000000 Penalty: 6074.606445
	Iteration 17Q: 3 clusters Score -2.481654e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79995 members 
Mstep: Class 2 contains 128400 members 
Entering Unmasked Estep 
Score: -24816456.000000 Penalty: 6074.606445
	Iteration 18Q: 3 clusters Score -2.481646e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81821 members 
Mstep: Class 2 contains 126574 members 
Entering Unmasked Estep 
Score: -24816306.000000 Penalty: 6074.606445
	Iteration 19Q: 3 clusters Score -2.481631e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83652 members 
Mstep: Class 2 contains 124743 members 
Entering Unmasked Estep 
Score: -24816192.000000 Penalty: 6074.606445
	Iteration 20F: 3 clusters Score -2.481619e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85569 members 
Mstep: Class 2 contains 122826 members 
Entering Unmasked Estep 
Score: -24816078.000000 Penalty: 6074.606445
	Iteration 21Q: 3 clusters Score -2.481608e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87549 members 
Mstep: Class 2 contains 120846 members 
Entering Unmasked Estep 
Score: -24816078.000000 Penalty: 6074.606445
	Iteration 22Q: 3 clusters Score -2.481608e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89541 members 
Mstep: Class 2 contains 118854 members 
Entering Unmasked Estep 
Score: -24816196.000000 Penalty: 6074.606445
	Iteration 23Q: 3 clusters Score -2.48162e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91511 members 
Mstep: Class 2 contains 116884 members 
Entering Unmasked Estep 
Score: -24816300.000000 Penalty: 6074.606445
	Iteration 24Q: 3 clusters Score -2.48163e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93361 members 
Mstep: Class 2 contains 115034 members 
Entering Unmasked Estep 
Score: -24816246.000000 Penalty: 6074.606445
	Iteration 25Q: 3 clusters Score -2.481625e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95074 members 
Mstep: Class 2 contains 113321 members 
Entering Unmasked Estep 
Score: -24816258.000000 Penalty: 6074.606445
	Iteration 26Q: 3 clusters Score -2.481626e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96632 members 
Mstep: Class 2 contains 111763 members 
Entering Unmasked Estep 
Score: -24816352.000000 Penalty: 6074.606445
	Iteration 27Q: 3 clusters Score -2.481635e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98064 members 
Mstep: Class 2 contains 110331 members 
Entering Unmasked Estep 
Score: -24816262.000000 Penalty: 6074.606445
	Iteration 28Q: 3 clusters Score -2.481626e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99520 members 
Mstep: Class 2 contains 108875 members 
Entering Unmasked Estep 
Score: -24816228.000000 Penalty: 6074.606445
	Iteration 29Q: 3 clusters Score -2.481623e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100955 members 
Mstep: Class 2 contains 107440 members 
Entering Unmasked Estep 
Score: -24816236.000000 Penalty: 6074.606445
	Iteration 30Q: 3 clusters Score -2.481624e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102323 members 
Mstep: Class 2 contains 106072 members 
Entering Unmasked Estep 
Score: -24816238.000000 Penalty: 6074.606445
	Iteration 31Q: 3 clusters Score -2.481624e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103660 members 
Mstep: Class 2 contains 104735 members 
Entering Unmasked Estep 
Score: -24816220.000000 Penalty: 6074.606445
	Iteration 32Q: 3 clusters Score -2.481622e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104855 members 
Mstep: Class 2 contains 103540 members 
Entering Unmasked Estep 
Score: -24816122.000000 Penalty: 6074.606445
	Iteration 33Q: 3 clusters Score -2.481612e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105925 members 
Mstep: Class 2 contains 102470 members 
Entering Unmasked Estep 
Score: -24816066.000000 Penalty: 6074.606445
	Iteration 34Q: 3 clusters Score -2.481607e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106903 members 
Mstep: Class 2 contains 101492 members 
Entering Unmasked Estep 
Score: -24816030.000000 Penalty: 6074.606445
	Iteration 35Q: 3 clusters Score -2.481603e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107809 members 
Mstep: Class 2 contains 100586 members 
Entering Unmasked Estep 
Score: -24815988.000000 Penalty: 6074.606445
	Iteration 36Q: 3 clusters Score -2.481599e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108586 members 
Mstep: Class 2 contains 99809 members 
Entering Unmasked Estep 
Score: -24815960.000000 Penalty: 6074.606445
	Iteration 37Q: 3 clusters Score -2.481596e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109367 members 
Mstep: Class 2 contains 99028 members 
Entering Unmasked Estep 
Score: -24815774.000000 Penalty: 6074.606445
	Iteration 38Q: 3 clusters Score -2.481577e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110068 members 
Mstep: Class 2 contains 98327 members 
Entering Unmasked Estep 
Score: -24815718.000000 Penalty: 6074.606445
	Iteration 39Q: 3 clusters Score -2.481572e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110723 members 
Mstep: Class 2 contains 97672 members 
Entering Unmasked Estep 
Score: -24815622.000000 Penalty: 6074.606445
	Iteration 40F: 3 clusters Score -2.481562e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111330 members 
Mstep: Class 2 contains 97065 members 
Entering Unmasked Estep 
Score: -24815486.000000 Penalty: 6074.606445
	Iteration 41Q: 3 clusters Score -2.481549e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111826 members 
Mstep: Class 2 contains 96569 members 
Entering Unmasked Estep 
Score: -24815518.000000 Penalty: 6074.606445
	Iteration 42Q: 3 clusters Score -2.481552e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112355 members 
Mstep: Class 2 contains 96040 members 
Entering Unmasked Estep 
Score: -24815498.000000 Penalty: 6074.606445
	Iteration 43Q: 3 clusters Score -2.48155e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112781 members 
Mstep: Class 2 contains 95614 members 
Entering Unmasked Estep 
Score: -24815458.000000 Penalty: 6074.606445
	Iteration 44Q: 3 clusters Score -2.481546e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113200 members 
Mstep: Class 2 contains 95195 members 
Entering Unmasked Estep 
Score: -24815416.000000 Penalty: 6074.606445
	Iteration 45Q: 3 clusters Score -2.481542e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113515 members 
Mstep: Class 2 contains 94880 members 
Entering Unmasked Estep 
Score: -24815336.000000 Penalty: 6074.606445
	Iteration 46Q: 3 clusters Score -2.481534e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113841 members 
Mstep: Class 2 contains 94554 members 
Entering Unmasked Estep 
Score: -24815236.000000 Penalty: 6074.606445
	Iteration 47Q: 3 clusters Score -2.481524e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114100 members 
Mstep: Class 2 contains 94295 members 
Entering Unmasked Estep 
Score: -24815204.000000 Penalty: 6074.606445
	Iteration 48Q: 3 clusters Score -2.48152e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114347 members 
Mstep: Class 2 contains 94048 members 
Entering Unmasked Estep 
Score: -24815120.000000 Penalty: 6074.606445
	Iteration 49Q: 3 clusters Score -2.481512e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114554 members 
Mstep: Class 2 contains 93841 members 
Entering Unmasked Estep 
Score: -24815012.000000 Penalty: 6074.606445
	Iteration 50Q: 3 clusters Score -2.481501e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114759 members 
Mstep: Class 2 contains 93636 members 
Entering Unmasked Estep 
Score: -24814994.000000 Penalty: 6074.606445
	Iteration 51Q: 3 clusters Score -2.481499e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114986 members 
Mstep: Class 2 contains 93409 members 
Entering Unmasked Estep 
Score: -24814932.000000 Penalty: 6074.606445
	Iteration 52Q: 3 clusters Score -2.481493e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115190 members 
Mstep: Class 2 contains 93205 members 
Entering Unmasked Estep 
Score: -24814910.000000 Penalty: 6074.606445
	Iteration 53Q: 3 clusters Score -2.481491e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115426 members 
Mstep: Class 2 contains 92969 members 
Entering Unmasked Estep 
Score: -24814858.000000 Penalty: 6074.606445
	Iteration 54Q: 3 clusters Score -2.481486e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115667 members 
Mstep: Class 2 contains 92728 members 
Entering Unmasked Estep 
Score: -24814806.000000 Penalty: 6074.606445
	Iteration 55Q: 3 clusters Score -2.481481e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115946 members 
Mstep: Class 2 contains 92449 members 
Entering Unmasked Estep 
Score: -24814772.000000 Penalty: 6074.606445
	Iteration 56Q: 3 clusters Score -2.481477e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116231 members 
Mstep: Class 2 contains 92164 members 
Entering Unmasked Estep 
Score: -24814786.000000 Penalty: 6074.606445
	Iteration 57Q: 3 clusters Score -2.481479e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116483 members 
Mstep: Class 2 contains 91912 members 
Entering Unmasked Estep 
Score: -24814774.000000 Penalty: 6074.606445
	Iteration 58Q: 3 clusters Score -2.481477e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116717 members 
Mstep: Class 2 contains 91678 members 
Entering Unmasked Estep 
Score: -24814690.000000 Penalty: 6074.606445
	Iteration 59Q: 3 clusters Score -2.481469e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116993 members 
Mstep: Class 2 contains 91402 members 
Entering Unmasked Estep 
Score: -24814622.000000 Penalty: 6074.606445
	Iteration 60F: 3 clusters Score -2.481462e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117302 members 
Mstep: Class 2 contains 91093 members 
Entering Unmasked Estep 
Score: -24814610.000000 Penalty: 6074.606445
	Iteration 61Q: 3 clusters Score -2.481461e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117607 members 
Mstep: Class 2 contains 90788 members 
Entering Unmasked Estep 
Score: -24814582.000000 Penalty: 6074.606445
	Iteration 62Q: 3 clusters Score -2.481458e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117953 members 
Mstep: Class 2 contains 90442 members 
Entering Unmasked Estep 
Score: -24814518.000000 Penalty: 6074.606445
	Iteration 63Q: 3 clusters Score -2.481452e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118307 members 
Mstep: Class 2 contains 90088 members 
Entering Unmasked Estep 
Score: -24814466.000000 Penalty: 6074.606445
	Iteration 64Q: 3 clusters Score -2.481447e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118666 members 
Mstep: Class 2 contains 89729 members 
Entering Unmasked Estep 
Score: -24814460.000000 Penalty: 6074.606445
	Iteration 65Q: 3 clusters Score -2.481446e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119047 members 
Mstep: Class 2 contains 89348 members 
Entering Unmasked Estep 
Score: -24814396.000000 Penalty: 6074.606445
	Iteration 66Q: 3 clusters Score -2.48144e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119434 members 
Mstep: Class 2 contains 88961 members 
Entering Unmasked Estep 
Score: -24814440.000000 Penalty: 6074.606445
	Iteration 67Q: 3 clusters Score -2.481444e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119851 members 
Mstep: Class 2 contains 88544 members 
Entering Unmasked Estep 
Score: -24814492.000000 Penalty: 6074.606445
	Iteration 68Q: 3 clusters Score -2.481449e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120343 members 
Mstep: Class 2 contains 88052 members 
Entering Unmasked Estep 
Score: -24814412.000000 Penalty: 6074.606445
	Iteration 69Q: 3 clusters Score -2.481441e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120885 members 
Mstep: Class 2 contains 87510 members 
Entering Unmasked Estep 
Score: -24814364.000000 Penalty: 6074.606445
	Iteration 70Q: 3 clusters Score -2.481436e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121496 members 
Mstep: Class 2 contains 86899 members 
Entering Unmasked Estep 
Score: -24814266.000000 Penalty: 6074.606445
	Iteration 71Q: 3 clusters Score -2.481427e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122202 members 
Mstep: Class 2 contains 86193 members 
Entering Unmasked Estep 
Score: -24814288.000000 Penalty: 6074.606445
	Iteration 72Q: 3 clusters Score -2.481429e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122875 members 
Mstep: Class 2 contains 85520 members 
Entering Unmasked Estep 
Score: -24814254.000000 Penalty: 6074.606445
	Iteration 73Q: 3 clusters Score -2.481425e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123651 members 
Mstep: Class 2 contains 84744 members 
Entering Unmasked Estep 
Score: -24814138.000000 Penalty: 6074.606445
	Iteration 74Q: 3 clusters Score -2.481414e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124452 members 
Mstep: Class 2 contains 83943 members 
Entering Unmasked Estep 
Score: -24814108.000000 Penalty: 6074.606445
	Iteration 75Q: 3 clusters Score -2.481411e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125343 members 
Mstep: Class 2 contains 83052 members 
Entering Unmasked Estep 
Score: -24814092.000000 Penalty: 6074.606445
	Iteration 76Q: 3 clusters Score -2.481409e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126288 members 
Mstep: Class 2 contains 82107 members 
Entering Unmasked Estep 
Score: -24814078.000000 Penalty: 6074.606445
	Iteration 77Q: 3 clusters Score -2.481408e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127260 members 
Mstep: Class 2 contains 81135 members 
Entering Unmasked Estep 
Score: -24814014.000000 Penalty: 6074.606445
	Iteration 78Q: 3 clusters Score -2.481401e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128268 members 
Mstep: Class 2 contains 80127 members 
Entering Unmasked Estep 
Score: -24813950.000000 Penalty: 6074.606445
	Iteration 79Q: 3 clusters Score -2.481395e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129409 members 
Mstep: Class 2 contains 78986 members 
Entering Unmasked Estep 
Score: -24813852.000000 Penalty: 6074.606445
	Iteration 80F: 3 clusters Score -2.481385e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130577 members 
Mstep: Class 2 contains 77818 members 
Entering Unmasked Estep 
Score: -24813844.000000 Penalty: 6074.606445
	Iteration 81Q: 3 clusters Score -2.481384e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131842 members 
Mstep: Class 2 contains 76553 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.48138e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133236 members 
Mstep: Class 2 contains 75159 members 
Entering Unmasked Estep 
Score: -24813728.000000 Penalty: 6074.606445
	Iteration 83Q: 3 clusters Score -2.481373e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134803 members 
Mstep: Class 2 contains 73592 members 
Entering Unmasked Estep 
Score: -24813738.000000 Penalty: 6074.606445
	Iteration 84Q: 3 clusters Score -2.481374e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136394 members 
Mstep: Class 2 contains 72001 members 
Entering Unmasked Estep 
Score: -24813606.000000 Penalty: 6074.606445
	Iteration 85Q: 3 clusters Score -2.481361e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138078 members 
Mstep: Class 2 contains 70317 members 
Entering Unmasked Estep 
Score: -24813494.000000 Penalty: 6074.606445
	Iteration 86Q: 3 clusters Score -2.481349e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139859 members 
Mstep: Class 2 contains 68536 members 
Entering Unmasked Estep 
Score: -24813322.000000 Penalty: 6074.606445
	Iteration 87Q: 3 clusters Score -2.481332e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141790 members 
Mstep: Class 2 contains 66605 members 
Entering Unmasked Estep 
Score: -24813318.000000 Penalty: 6074.606445
	Iteration 88Q: 3 clusters Score -2.481332e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143812 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -24812992.000000 Penalty: 6074.606445
	Iteration 89Q: 3 clusters Score -2.481299e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145927 members 
Mstep: Class 2 contains 62468 members 
Entering Unmasked Estep 
Score: -24813088.000000 Penalty: 6074.606445
	Iteration 90Q: 3 clusters Score -2.481309e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148159 members 
Mstep: Class 2 contains 60236 members 
Entering Unmasked Estep 
Score: -24813036.000000 Penalty: 6074.606445
	Iteration 91Q: 3 clusters Score -2.481304e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150596 members 
Mstep: Class 2 contains 57799 members 
Entering Unmasked Estep 
Score: -24812866.000000 Penalty: 6074.606445
	Iteration 92Q: 3 clusters Score -2.481287e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152996 members 
Mstep: Class 2 contains 55399 members 
Entering Unmasked Estep 
Score: -24812954.000000 Penalty: 6074.606445
	Iteration 93Q: 3 clusters Score -2.481295e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155485 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -24813004.000000 Penalty: 6074.606445
	Iteration 94Q: 3 clusters Score -2.4813e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158095 members 
Mstep: Class 2 contains 50300 members 
Entering Unmasked Estep 
Score: -24813174.000000 Penalty: 6074.606445
	Iteration 95Q: 3 clusters Score -2.481317e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160689 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -24813244.000000 Penalty: 6074.606445
	Iteration 96Q: 3 clusters Score -2.481324e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163272 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -24813364.000000 Penalty: 6074.606445
	Iteration 97Q: 3 clusters Score -2.481336e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165830 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -24813464.000000 Penalty: 6074.606445
	Iteration 98Q: 3 clusters Score -2.481346e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168373 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -24813626.000000 Penalty: 6074.606445
	Iteration 99Q: 3 clusters Score -2.481363e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171017 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -24813752.000000 Penalty: 6074.606445
	Iteration 100F: 3 clusters Score -2.481375e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173575 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.481396e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176085 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.481425e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178491 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -24814522.000000 Penalty: 6074.606445
	Iteration 103Q: 3 clusters Score -2.481452e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180702 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.481472e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182847 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -24814938.000000 Penalty: 6074.606445
	Iteration 105Q: 3 clusters Score -2.481494e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184824 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -24815160.000000 Penalty: 6074.606445
	Iteration 106Q: 3 clusters Score -2.481516e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186666 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -24815488.000000 Penalty: 6074.606445
	Iteration 107Q: 3 clusters Score -2.481549e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188393 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.48158e+07 nChanged 1615
Entering Unmasked Mstep 
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Mstep: Class 1 contains 190004 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -24816452.000000 Penalty: 6074.606445
	Iteration 109Q: 3 clusters Score -2.481645e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191500 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -24817318.000000 Penalty: 6074.606445
	Iteration 110Q: 3 clusters Score -2.481732e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192782 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -24818046.000000 Penalty: 6074.606445
	Iteration 111Q: 3 clusters Score -2.481805e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193920 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.481852e+07 nChanged 1057
Entering Unmasked Mstep 
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Mstep: Class 1 contains 194975 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -24819092.000000 Penalty: 6074.606445
	Iteration 113Q: 3 clusters Score -2.481909e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195962 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -24819508.000000 Penalty: 6074.606445
	Iteration 114Q: 3 clusters Score -2.481951e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196905 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.482001e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197733 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -24820308.000000 Penalty: 6074.606445
	Iteration 116Q: 3 clusters Score -2.482031e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198492 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -24820650.000000 Penalty: 6074.606445
	Iteration 117Q: 3 clusters Score -2.482065e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199162 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -24820996.000000 Penalty: 6074.606445
	Iteration 118Q: 3 clusters Score -2.4821e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199776 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -24821306.000000 Penalty: 6074.606445
	Iteration 119Q: 3 clusters Score -2.482131e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200324 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -24821504.000000 Penalty: 6074.606445
	Iteration 120F: 3 clusters Score -2.48215e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200832 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -24821864.000000 Penalty: 6074.606445
	Iteration 121Q: 3 clusters Score -2.482186e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201301 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -24822016.000000 Penalty: 6074.606445
	Iteration 122Q: 3 clusters Score -2.482202e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201742 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.482225e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202136 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.482241e+07 nChanged 408
Entering Unmasked Mstep 
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Mstep: Class 1 contains 202494 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.48225e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202798 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.482266e+07 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203059 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.48228e+07 nChanged 280
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203291 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.482291e+07 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203493 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.482299e+07 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203671 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.482315e+07 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203833 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -24823182.000000 Penalty: 6074.606445
	Iteration 131Q: 3 clusters Score -2.482318e+07 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203972 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.482329e+07 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 204106 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.482333e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204238 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.482337e+07 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 204367 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.482343e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204482 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.482351e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204581 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.482354e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204678 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.482354e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204742 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.482359e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204824 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -24823676.000000 Penalty: 6074.606445
	Iteration 140F: 3 clusters Score -2.482368e+07 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 204904 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.482373e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204986 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -24823756.000000 Penalty: 6074.606445
	Iteration 142Q: 3 clusters Score -2.482376e+07 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 205045 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -24823792.000000 Penalty: 6074.606445
	Iteration 143Q: 3 clusters Score -2.482379e+07 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 205104 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -24823816.000000 Penalty: 6074.606445
	Iteration 144Q: 3 clusters Score -2.482382e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205161 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.48238e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205212 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -24823836.000000 Penalty: 6074.606445
	Iteration 146Q: 3 clusters Score -2.482384e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205253 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -24823822.000000 Penalty: 6074.606445
	Iteration 147Q: 3 clusters Score -2.482382e+07 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 205283 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -24823824.000000 Penalty: 6074.606445
	Iteration 148Q: 3 clusters Score -2.482382e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205303 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -24823868.000000 Penalty: 6074.606445
	Iteration 149Q: 3 clusters Score -2.482387e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 205320 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.482389e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 205344 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.48239e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205363 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -24823920.000000 Penalty: 6074.606445
	Iteration 152Q: 3 clusters Score -2.482392e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205385 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -24823942.000000 Penalty: 6074.606445
	Iteration 153Q: 3 clusters Score -2.482394e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205404 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2.482393e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205426 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -24823940.000000 Penalty: 6074.606445
	Iteration 155Q: 3 clusters Score -2.482394e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205443 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2.482394e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205465 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -24823960.000000 Penalty: 6074.606445
	Iteration 157Q: 3 clusters Score -2.482396e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205493 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2.482396e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 205520 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -24823984.000000 Penalty: 6074.606445
	Iteration 159Q: 3 clusters Score -2.482398e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205552 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -24824024.000000 Penalty: 6074.606445
	Iteration 160F: 3 clusters Score -2.482402e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205579 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -24824024.000000 Penalty: 6074.606445
	Iteration 161Q: 3 clusters Score -2.482402e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205607 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -24824038.000000 Penalty: 6074.606445
	Iteration 162Q: 3 clusters Score -2.482404e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205633 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -24824078.000000 Penalty: 6074.606445
	Iteration 163Q: 3 clusters Score -2.482408e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205663 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -24824062.000000 Penalty: 6074.606445
	Iteration 164Q: 3 clusters Score -2.482406e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205700 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -24824082.000000 Penalty: 6074.606445
	Iteration 165Q: 3 clusters Score -2.482408e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205734 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2.482409e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205766 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -24824110.000000 Penalty: 6074.606445
	Iteration 167Q: 3 clusters Score -2.482411e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205788 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -24824126.000000 Penalty: 6074.606445
	Iteration 168Q: 3 clusters Score -2.482413e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205804 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -24824152.000000 Penalty: 6074.606445
	Iteration 169Q: 3 clusters Score -2.482415e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205830 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -24824142.000000 Penalty: 6074.606445
	Iteration 170Q: 3 clusters Score -2.482414e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205854 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -24824158.000000 Penalty: 6074.606445
	Iteration 171Q: 3 clusters Score -2.482416e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205867 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -24824164.000000 Penalty: 6074.606445
	Iteration 172Q: 3 clusters Score -2.482416e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205881 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -24824180.000000 Penalty: 6074.606445
	Iteration 173Q: 3 clusters Score -2.482418e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205896 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -24824194.000000 Penalty: 6074.606445
	Iteration 174Q: 3 clusters Score -2.482419e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205908 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -24824186.000000 Penalty: 6074.606445
	Iteration 175Q: 3 clusters Score -2.482419e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205922 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -24824216.000000 Penalty: 6074.606445
	Iteration 176Q: 3 clusters Score -2.482422e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205940 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -24824218.000000 Penalty: 6074.606445
	Iteration 177Q: 3 clusters Score -2.482422e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205949 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -24824216.000000 Penalty: 6074.606445
	Iteration 178Q: 3 clusters Score -2.482422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205959 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -24824212.000000 Penalty: 6074.606445
	Iteration 179Q: 3 clusters Score -2.482421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205965 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -24824218.000000 Penalty: 6074.606445
	Iteration 180F: 3 clusters Score -2.482422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205968 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -24824210.000000 Penalty: 6074.606445
	Iteration 181Q: 3 clusters Score -2.482421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205972 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -24824206.000000 Penalty: 6074.606445
	Iteration 182Q: 3 clusters Score -2.482421e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205982 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -24824228.000000 Penalty: 6074.606445
	Iteration 183Q: 3 clusters Score -2.482423e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205994 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -24824244.000000 Penalty: 6074.606445
	Iteration 184Q: 3 clusters Score -2.482424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205999 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -24824246.000000 Penalty: 6074.606445
	Iteration 185Q: 3 clusters Score -2.482425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206001 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -24824242.000000 Penalty: 6074.606445
	Iteration 186Q: 3 clusters Score -2.482424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206002 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -24824242.000000 Penalty: 6074.606445
	Iteration 187Q: 3 clusters Score -2.482424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206003 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -24824244.000000 Penalty: 6074.606445
	Iteration 188Q: 3 clusters Score -2.482424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206004 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -24824254.000000 Penalty: 6074.606445
	Iteration 189Q: 3 clusters Score -2.482425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206005 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -24824252.000000 Penalty: 6074.606445
	Iteration 190Q: 3 clusters Score -2.482425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206007 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -24824254.000000 Penalty: 6074.606445
	Iteration 191Q: 3 clusters Score -2.482425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206011 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -24824256.000000 Penalty: 6074.606445
	Iteration 192Q: 3 clusters Score -2.482426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206013 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -24824232.000000 Penalty: 6074.606445
	Iteration 193Q: 3 clusters Score -2.482423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206014 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -24824230.000000 Penalty: 6074.606445
	Iteration 194Q: 3 clusters Score -2.482423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206016 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -24824244.000000 Penalty: 6074.606445
	Iteration 195Q: 3 clusters Score -2.482424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206020 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -24824238.000000 Penalty: 6074.606445
	Iteration 196Q: 3 clusters Score -2.482424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206024 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -24824226.000000 Penalty: 6074.606445
	Iteration 197Q: 3 clusters Score -2.482423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206028 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -24824218.000000 Penalty: 6074.606445
	Iteration 198Q: 3 clusters Score -2.482422e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206034 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -24824234.000000 Penalty: 6074.606445
	Iteration 199Q: 3 clusters Score -2.482423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206037 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -24824236.000000 Penalty: 6074.606445
	Iteration 200F: 3 clusters Score -2.482424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206049 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -24824242.000000 Penalty: 6074.606445
	Iteration 201Q: 3 clusters Score -2.482424e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206057 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -24824252.000000 Penalty: 6074.606445
	Iteration 202Q: 3 clusters Score -2.482425e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206067 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -24824248.000000 Penalty: 6074.606445
	Iteration 203Q: 3 clusters Score -2.482425e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206078 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -24824254.000000 Penalty: 6074.606445
	Iteration 204Q: 3 clusters Score -2.482425e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206088 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -24824262.000000 Penalty: 6074.606445
	Iteration 205Q: 3 clusters Score -2.482426e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206101 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -24824266.000000 Penalty: 6074.606445
	Iteration 206Q: 3 clusters Score -2.482427e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206115 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -24824290.000000 Penalty: 6074.606445
	Iteration 207Q: 3 clusters Score -2.482429e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206133 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -24824286.000000 Penalty: 6074.606445
	Iteration 208Q: 3 clusters Score -2.482429e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206145 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -24824270.000000 Penalty: 6074.606445
	Iteration 209Q: 3 clusters Score -2.482427e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206156 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -24824252.000000 Penalty: 6074.606445
	Iteration 210Q: 3 clusters Score -2.482425e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206159 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -24824280.000000 Penalty: 6074.606445
	Iteration 211Q: 3 clusters Score -2.482428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206165 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -24824282.000000 Penalty: 6074.606445
	Iteration 212Q: 3 clusters Score -2.482428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206171 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -24824284.000000 Penalty: 6074.606445
	Iteration 213Q: 3 clusters Score -2.482428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206179 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -24824278.000000 Penalty: 6074.606445
	Iteration 214Q: 3 clusters Score -2.482428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206188 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -24824280.000000 Penalty: 6074.606445
	Iteration 215Q: 3 clusters Score -2.482428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206195 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -24824284.000000 Penalty: 6074.606445
	Iteration 216Q: 3 clusters Score -2.482428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206203 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -24824282.000000 Penalty: 6074.606445
	Iteration 217Q: 3 clusters Score -2.482428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206205 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -24824284.000000 Penalty: 6074.606445
	Iteration 218Q: 3 clusters Score -2.482428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206206 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -24824290.000000 Penalty: 6074.606445
	Iteration 219Q: 3 clusters Score -2.482429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206211 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -24824292.000000 Penalty: 6074.606445
	Iteration 220F: 3 clusters Score -2.482429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206210 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -24824298.000000 Penalty: 6074.606445
	Iteration 221Q: 3 clusters Score -2.48243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206213 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -24824300.000000 Penalty: 6074.606445
	Iteration 222Q: 3 clusters Score -2.48243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206218 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -24824318.000000 Penalty: 6074.606445
	Iteration 223Q: 3 clusters Score -2.482432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206222 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -24824316.000000 Penalty: 6074.606445
	Iteration 224Q: 3 clusters Score -2.482432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206230 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -24824302.000000 Penalty: 6074.606445
	Iteration 225Q: 3 clusters Score -2.48243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206234 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -24824298.000000 Penalty: 6074.606445
	Iteration 226Q: 3 clusters Score -2.48243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206237 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -24824286.000000 Penalty: 6074.606445
	Iteration 227Q: 3 clusters Score -2.482429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206239 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -24824278.000000 Penalty: 6074.606445
	Iteration 228Q: 3 clusters Score -2.482428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206242 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -24824278.000000 Penalty: 6074.606445
	Iteration 229Q: 3 clusters Score -2.482428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206245 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -24824274.000000 Penalty: 6074.606445
	Iteration 230Q: 3 clusters Score -2.482427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206246 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -24824274.000000 Penalty: 6074.606445
	Iteration 231Q: 3 clusters Score -2.482427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206247 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -24824282.000000 Penalty: 6074.606445
	Iteration 232Q: 3 clusters Score -2.482428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206252 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -24824290.000000 Penalty: 6074.606445
	Iteration 233Q: 3 clusters Score -2.482429e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206258 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -24824288.000000 Penalty: 6074.606445
	Iteration 234Q: 3 clusters Score -2.482429e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206266 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -24824306.000000 Penalty: 6074.606445
	Iteration 235Q: 3 clusters Score -2.482431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206276 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -24824314.000000 Penalty: 6074.606445
	Iteration 236Q: 3 clusters Score -2.482431e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206284 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -24824308.000000 Penalty: 6074.606445
	Iteration 237Q: 3 clusters Score -2.482431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206287 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -24824312.000000 Penalty: 6074.606445
	Iteration 238Q: 3 clusters Score -2.482431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206290 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -24824310.000000 Penalty: 6074.606445
	Iteration 239Q: 3 clusters Score -2.482431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206293 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -24824328.000000 Penalty: 6074.606445
	Iteration 240F: 3 clusters Score -2.482433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206294 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -24824314.000000 Penalty: 6074.606445
	Iteration 241Q: 3 clusters Score -2.482431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206295 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -24824324.000000 Penalty: 6074.606445
	Iteration 242Q: 3 clusters Score -2.482432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206295 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -24824324.000000 Penalty: 6074.606445
	Iteration 243F: 3 clusters Score -2.482432e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (165451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165451 members 
Entering Unmasked Estep 
Score: -19718354.000000 Penalty: 2980.074707
	Iteration 0F: 2 clusters Score -1.971835e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83130 members 
Mstep: Class 2 contains 82321 members 
Entering Unmasked Estep 
Score: -19610162.000000 Penalty: 5960.149414
	Iteration 0F: 3 clusters Score -1.961016e+07 nChanged 79259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88029 members 
Mstep: Class 2 contains 77422 members 
Entering Unmasked Estep 
Score: -19655832.000000 Penalty: 5960.149414
	Iteration 1F: 3 clusters Score -1.965583e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91275 members 
Mstep: Class 2 contains 74176 members 
Entering Unmasked Estep 
Score: -19656936.000000 Penalty: 5960.149414
	Iteration 2Q: 3 clusters Score -1.965694e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96352 members 
Mstep: Class 2 contains 69099 members 
Entering Unmasked Estep 
Score: -19658844.000000 Penalty: 5960.149414
	Iteration 3Q: 3 clusters Score -1.965884e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104088 members 
Mstep: Class 2 contains 61363 members 
Entering Unmasked Estep 
Score: -19662404.000000 Penalty: 5960.149414
	Iteration 4Q: 3 clusters Score -1.96624e+07 nChanged 11397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115457 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -19669632.000000 Penalty: 5960.149414
	Iteration 5F: 3 clusters Score -1.966963e+07 nChanged 15206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130659 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -19681732.000000 Penalty: 5960.149414
	Iteration 6F: 3 clusters Score -1.968173e+07 nChanged 16225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146884 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -19697126.000000 Penalty: 5960.149414
	Iteration 7F: 3 clusters Score -1.969713e+07 nChanged 11812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158696 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -19708754.000000 Penalty: 5960.149414
	Iteration 8F: 3 clusters Score -1.970875e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163617 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -19713650.000000 Penalty: 5960.149414
	Iteration 9Q: 3 clusters Score -1.971365e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164919 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1.971502e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165191 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1.97154e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165245 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1.971554e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165255 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1.97156e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165265 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1.971563e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165263 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1.971565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165265 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1.971566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165268 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1.971566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165266 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1.971566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165267 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1.971567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165267 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19715666.000000 Penalty: 5960.149414
	Iteration 20F: 3 clusters Score -1.971567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 4 contains 15081 members 
Mstep: Class 5 contains 33597 members 
Mstep: Class 6 contains 8928 members 
Mstep: Class 7 contains 1816 members 
Mstep: Class 8 contains 90867 members 
Mstep: Class 9 contains 10259 members 
Mstep: Class 10 contains 4644 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5038 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 29953 members 
Mstep: Class 16 contains 34816 members 
Mstep: Class 18 contains 9842 members 
Mstep: Class 19 contains 208395 members 
Mstep: Class 20 contains 165451 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 21 clusters Score -8.002526e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 2491 members 
Mstep: Class 3 contains 26459 members 
Mstep: Class 4 contains 15109 members 
Mstep: Class 5 contains 33963 members 
Mstep: Class 6 contains 9097 members 
Mstep: Class 7 contains 1856 members 
Mstep: Class 8 contains 91059 members 
Mstep: Class 9 contains 10247 members 
Mstep: Class 10 contains 4650 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 5039 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 2543 members 
Mstep: Class 15 contains 30448 members 
Mstep: Class 16 contains 34916 members 
Mstep: Class 17 contains 791 members 
Mstep: Class 18 contains 9853 members 
Mstep: Class 19 contains 207940 members 
Mstep: Class 20 contains 165266 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 21 clusters Score -8.002743e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 26699 members 
Mstep: Class 4 contains 15133 members 
Mstep: Class 5 contains 34122 members 
Mstep: Class 6 contains 9338 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 91086 members 
Mstep: Class 9 contains 10213 members 
Mstep: Class 10 contains 4643 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 5037 members 
Mstep: Class 13 contains 1941 members 
Mstep: Class 14 contains 2537 members 
Mstep: Class 15 contains 30897 members 
Mstep: Class 16 contains 34928 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 9845 members 
Mstep: Class 19 contains 207132 members 
Mstep: Class 20 contains 165082 members 
Entering Unmasked Estep 
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Iteration 41Q: 21 clusters Score -8.002891e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 2845 members 
Mstep: Class 3 contains 26830 members 
Mstep: Class 4 contains 15149 members 
Mstep: Class 5 contains 34368 members 
Mstep: Class 6 contains 9574 members 
Mstep: Class 7 contains 1866 members 
Mstep: Class 8 contains 91109 members 
Mstep: Class 9 contains 10193 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 664 members 
Mstep: Class 12 contains 5044 members 
Mstep: Class 13 contains 1942 members 
Mstep: Class 14 contains 2512 members 
Mstep: Class 15 contains 31391 members 
Mstep: Class 16 contains 34910 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 9835 members 
Mstep: Class 19 contains 206441 members 
Mstep: Class 20 contains 165020 members 
Entering Unmasked Estep 
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Iteration 42Q: 21 clusters Score -8.002967e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 26925 members 
Mstep: Class 4 contains 15169 members 
Mstep: Class 5 contains 34575 members 
Mstep: Class 6 contains 9827 members 
Mstep: Class 7 contains 1858 members 
Mstep: Class 8 contains 91136 members 
Mstep: Class 9 contains 10182 members 
Mstep: Class 10 contains 4629 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 5059 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 2497 members 
Mstep: Class 15 contains 31862 members 
Mstep: Class 16 contains 34888 members 
Mstep: Class 17 contains 924 members 
Mstep: Class 18 contains 9827 members 
Mstep: Class 19 contains 205783 members 
Mstep: Class 20 contains 165037 members 
Entering Unmasked Estep 
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Iteration 43Q: 21 clusters Score -8.002987e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 2979 members 
Mstep: Class 3 contains 26999 members 
Mstep: Class 4 contains 15178 members 
Mstep: Class 5 contains 34781 members 
Mstep: Class 6 contains 10099 members 
Mstep: Class 7 contains 1857 members 
Mstep: Class 8 contains 91151 members 
Mstep: Class 9 contains 10167 members 
Mstep: Class 10 contains 4625 members 
Mstep: Class 11 contains 653 members 
Mstep: Class 12 contains 5074 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 32357 members 
Mstep: Class 16 contains 34882 members 
Mstep: Class 17 contains 932 members 
Mstep: Class 18 contains 9816 members 
Mstep: Class 19 contains 205014 members 
Mstep: Class 20 contains 165184 members 
Entering Unmasked Estep 
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Iteration 44Q: 21 clusters Score -8.003012e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 2989 members 
Mstep: Class 3 contains 27064 members 
Mstep: Class 4 contains 15188 members 
Mstep: Class 5 contains 34963 members 
Mstep: Class 6 contains 10351 members 
Mstep: Class 7 contains 1855 members 
Mstep: Class 8 contains 91181 members 
Mstep: Class 9 contains 10171 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 650 members 
Mstep: Class 12 contains 5071 members 
Mstep: Class 13 contains 1945 members 
Mstep: Class 14 contains 2485 members 
Mstep: Class 15 contains 32831 members 
Mstep: Class 16 contains 34859 members 
Mstep: Class 17 contains 934 members 
Mstep: Class 18 contains 9821 members 
Mstep: Class 19 contains 204174 members 
Mstep: Class 20 contains 165481 members 
Entering Unmasked Estep 
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Iteration 45Q: 21 clusters Score -8.003028e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 27135 members 
Mstep: Class 4 contains 15196 members 
Mstep: Class 5 contains 35127 members 
Mstep: Class 6 contains 10622 members 
Mstep: Class 7 contains 1854 members 
Mstep: Class 8 contains 91267 members 
Mstep: Class 9 contains 10165 members 
Mstep: Class 10 contains 4603 members 
Mstep: Class 11 contains 651 members 
Mstep: Class 12 contains 5079 members 
Mstep: Class 13 contains 1946 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 15 contains 33309 members 
Mstep: Class 16 contains 34832 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 18 contains 9811 members 
Mstep: Class 19 contains 203354 members 
Mstep: Class 20 contains 165674 members 
Entering Unmasked Estep 
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Iteration 46Q: 21 clusters Score -8.003046e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 3013 members 
Mstep: Class 3 contains 27204 members 
Mstep: Class 4 contains 15217 members 
Mstep: Class 5 contains 35287 members 
Mstep: Class 6 contains 10894 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 8 contains 91325 members 
Mstep: Class 9 contains 10162 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 5077 members 
Mstep: Class 13 contains 1946 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 33813 members 
Mstep: Class 16 contains 34810 members 
Mstep: Class 17 contains 941 members 
Mstep: Class 18 contains 9812 members 
Mstep: Class 19 contains 202479 members 
Mstep: Class 20 contains 165929 members 
Entering Unmasked Estep 
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Iteration 47Q: 21 clusters Score -8.003056e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 3015 members 
Mstep: Class 3 contains 27259 members 
Mstep: Class 4 contains 15223 members 
Mstep: Class 5 contains 35436 members 
Mstep: Class 6 contains 11150 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 91353 members 
Mstep: Class 9 contains 10160 members 
Mstep: Class 10 contains 4588 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 13 contains 1948 members 
Mstep: Class 14 contains 2480 members 
Mstep: Class 15 contains 34314 members 
Mstep: Class 16 contains 34798 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 9828 members 
Mstep: Class 19 contains 201657 members 
Mstep: Class 20 contains 166201 members 
Entering Unmasked Estep 
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Iteration 48Q: 21 clusters Score -8.003053e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 27330 members 
Mstep: Class 4 contains 15231 members 
Mstep: Class 5 contains 35580 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 91441 members 
Mstep: Class 9 contains 10158 members 
Mstep: Class 10 contains 4586 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 5087 members 
Mstep: Class 13 contains 1948 members 
Mstep: Class 14 contains 2487 members 
Mstep: Class 15 contains 34870 members 
Mstep: Class 16 contains 34792 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 9841 members 
Mstep: Class 19 contains 200637 members 
Mstep: Class 20 contains 166548 members 
Entering Unmasked Estep 
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Iteration 49Q: 21 clusters Score -8.003082e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 3001 members 
Mstep: Class 3 contains 27383 members 
Mstep: Class 4 contains 15252 members 
Mstep: Class 5 contains 35696 members 
Mstep: Class 6 contains 11699 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 91512 members 
Mstep: Class 9 contains 10153 members 
Mstep: Class 10 contains 4582 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 5092 members 
Mstep: Class 13 contains 1948 members 
Mstep: Class 14 contains 2479 members 
Mstep: Class 15 contains 35380 members 
Mstep: Class 16 contains 34805 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 9850 members 
Mstep: Class 19 contains 199678 members 
Mstep: Class 20 contains 166918 members 
Entering Unmasked Estep 
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Iteration 50Q: 21 clusters Score -8.003078e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 2993 members 
Mstep: Class 3 contains 27410 members 
Mstep: Class 4 contains 15290 members 
Mstep: Class 5 contains 35784 members 
Mstep: Class 6 contains 11985 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 91606 members 
Mstep: Class 9 contains 10156 members 
Mstep: Class 10 contains 4579 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 5100 members 
Mstep: Class 13 contains 1948 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 35879 members 
Mstep: Class 16 contains 34786 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 9865 members 
Mstep: Class 19 contains 198696 members 
Mstep: Class 20 contains 167299 members 
Entering Unmasked Estep 
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Iteration 51Q: 21 clusters Score -8.003086e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 27467 members 
Mstep: Class 4 contains 15318 members 
Mstep: Class 5 contains 35874 members 
Mstep: Class 6 contains 12275 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 91713 members 
Mstep: Class 9 contains 10156 members 
Mstep: Class 10 contains 4582 members 
Mstep: Class 11 contains 643 members 
Mstep: Class 12 contains 5108 members 
Mstep: Class 13 contains 1948 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 36393 members 
Mstep: Class 16 contains 34783 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 9885 members 
Mstep: Class 19 contains 197531 members 
Mstep: Class 20 contains 167797 members 
Entering Unmasked Estep 
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Iteration 52Q: 21 clusters Score -8.003101e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 2989 members 
Mstep: Class 3 contains 27507 members 
Mstep: Class 4 contains 15343 members 
Mstep: Class 5 contains 35948 members 
Mstep: Class 6 contains 12578 members 
Mstep: Class 7 contains 1838 members 
Mstep: Class 8 contains 91774 members 
Mstep: Class 9 contains 10158 members 
Mstep: Class 10 contains 4585 members 
Mstep: Class 11 contains 643 members 
Mstep: Class 12 contains 5112 members 
Mstep: Class 13 contains 1949 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 36938 members 
Mstep: Class 16 contains 34769 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 9897 members 
Mstep: Class 19 contains 196461 members 
Mstep: Class 20 contains 168297 members 
Entering Unmasked Estep 
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Iteration 53Q: 21 clusters Score -8.003099e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 2979 members 
Mstep: Class 3 contains 27539 members 
Mstep: Class 4 contains 15354 members 
Mstep: Class 5 contains 36019 members 
Mstep: Class 6 contains 12907 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 91815 members 
Mstep: Class 9 contains 10160 members 
Mstep: Class 10 contains 4587 members 
Mstep: Class 11 contains 643 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 1949 members 
Mstep: Class 14 contains 2479 members 
Mstep: Class 15 contains 37477 members 
Mstep: Class 16 contains 34761 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 9894 members 
Mstep: Class 19 contains 195323 members 
Mstep: Class 20 contains 168879 members 
Entering Unmasked Estep 
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Iteration 54Q: 21 clusters Score -8.003132e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 2971 members 
Mstep: Class 3 contains 27590 members 
Mstep: Class 4 contains 15382 members 
Mstep: Class 5 contains 36083 members 
Mstep: Class 6 contains 13261 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 91820 members 
Mstep: Class 9 contains 10163 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 643 members 
Mstep: Class 12 contains 5137 members 
Mstep: Class 13 contains 1949 members 
Mstep: Class 14 contains 2476 members 
Mstep: Class 15 contains 37976 members 
Mstep: Class 16 contains 34776 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 9895 members 
Mstep: Class 19 contains 194172 members 
Mstep: Class 20 contains 169423 members 
Entering Unmasked Estep 
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Iteration 55Q: 21 clusters Score -8.003142e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 2972 members 
Mstep: Class 3 contains 27642 members 
Mstep: Class 4 contains 15396 members 
Mstep: Class 5 contains 36137 members 
Mstep: Class 6 contains 13612 members 
Mstep: Class 7 contains 1843 members 
Mstep: Class 8 contains 91803 members 
Mstep: Class 9 contains 10166 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 643 members 
Mstep: Class 12 contains 5152 members 
Mstep: Class 13 contains 1950 members 
Mstep: Class 14 contains 2485 members 
Mstep: Class 15 contains 38460 members 
Mstep: Class 16 contains 34791 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 9901 members 
Mstep: Class 19 contains 193070 members 
Mstep: Class 20 contains 169955 members 
Entering Unmasked Estep 
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Iteration 56Q: 21 clusters Score -8.003135e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 2965 members 
Mstep: Class 3 contains 27681 members 
Mstep: Class 4 contains 15404 members 
Mstep: Class 5 contains 36194 members 
Mstep: Class 6 contains 13942 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 8 contains 91744 members 
Mstep: Class 9 contains 10169 members 
Mstep: Class 10 contains 4601 members 
Mstep: Class 11 contains 643 members 
Mstep: Class 12 contains 5175 members 
Mstep: Class 13 contains 1950 members 
Mstep: Class 14 contains 2505 members 
Mstep: Class 15 contains 38932 members 
Mstep: Class 16 contains 34820 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 9915 members 
Mstep: Class 19 contains 192046 members 
Mstep: Class 20 contains 170501 members 
Entering Unmasked Estep 
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Iteration 57Q: 21 clusters Score -8.003099e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 2967 members 
Mstep: Class 3 contains 27696 members 
Mstep: Class 4 contains 15405 members 
Mstep: Class 5 contains 36246 members 
Mstep: Class 6 contains 14253 members 
Mstep: Class 7 contains 1847 members 
Mstep: Class 8 contains 91747 members 
Mstep: Class 9 contains 10176 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 643 members 
Mstep: Class 12 contains 5189 members 
Mstep: Class 13 contains 1950 members 
Mstep: Class 14 contains 2520 members 
Mstep: Class 15 contains 39418 members 
Mstep: Class 16 contains 34846 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 9927 members 
Mstep: Class 19 contains 190894 members 
Mstep: Class 20 contains 171143 members 
Entering Unmasked Estep 
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Iteration 58Q: 21 clusters Score -8.003076e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 2960 members 
Mstep: Class 3 contains 27710 members 
Mstep: Class 4 contains 15428 members 
Mstep: Class 5 contains 36289 members 
Mstep: Class 6 contains 14533 members 
Mstep: Class 7 contains 1847 members 
Mstep: Class 8 contains 91781 members 
Mstep: Class 9 contains 10181 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 642 members 
Mstep: Class 12 contains 5199 members 
Mstep: Class 13 contains 1950 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 39915 members 
Mstep: Class 16 contains 34881 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 9949 members 
Mstep: Class 19 contains 189557 members 
Mstep: Class 20 contains 171945 members 
Entering Unmasked Estep 
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Iteration 59Q: 21 clusters Score -8.003037e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 2959 members 
Mstep: Class 3 contains 27745 members 
Mstep: Class 4 contains 15448 members 
Mstep: Class 5 contains 36312 members 
Mstep: Class 6 contains 14806 members 
Mstep: Class 7 contains 1848 members 
Mstep: Class 8 contains 91824 members 
Mstep: Class 9 contains 10184 members 
Mstep: Class 10 contains 4617 members 
Mstep: Class 11 contains 642 members 
Mstep: Class 12 contains 5197 members 
Mstep: Class 13 contains 1950 members 
Mstep: Class 14 contains 2561 members 
Mstep: Class 15 contains 40436 members 
Mstep: Class 16 contains 34912 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 188258 members 
Mstep: Class 20 contains 172708 members 
Entering Unmasked Estep 
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Iteration 60F: 21 clusters Score -8.003092e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 3018 members 
Mstep: Class 3 contains 27774 members 
Mstep: Class 4 contains 15456 members 
Mstep: Class 5 contains 36328 members 
Mstep: Class 6 contains 15084 members 
Mstep: Class 7 contains 1847 members 
Mstep: Class 8 contains 91902 members 
Mstep: Class 9 contains 10178 members 
Mstep: Class 10 contains 4622 members 
Mstep: Class 11 contains 629 members 
Mstep: Class 12 contains 5202 members 
Mstep: Class 13 contains 1950 members 
Mstep: Class 14 contains 2609 members 
Mstep: Class 15 contains 40888 members 
Mstep: Class 16 contains 34932 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 9979 members 
Mstep: Class 19 contains 186748 members 
Mstep: Class 20 contains 173655 members 
Entering Unmasked Estep 
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Iteration 61Q: 21 clusters Score -8.003124e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 3034 members 
Mstep: Class 3 contains 27802 members 
Mstep: Class 4 contains 15449 members 
Mstep: Class 5 contains 36365 members 
Mstep: Class 6 contains 15372 members 
Mstep: Class 7 contains 1845 members 
Mstep: Class 8 contains 91993 members 
Mstep: Class 9 contains 10176 members 
Mstep: Class 10 contains 4619 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5204 members 
Mstep: Class 13 contains 1950 members 
Mstep: Class 14 contains 2653 members 
Mstep: Class 15 contains 41307 members 
Mstep: Class 16 contains 34946 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 9989 members 
Mstep: Class 19 contains 184852 members 
Mstep: Class 20 contains 175016 members 
Entering Unmasked Estep 
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Iteration 62Q: 21 clusters Score -8.003173e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 3037 members 
Mstep: Class 3 contains 27844 members 
Mstep: Class 4 contains 15459 members 
Mstep: Class 5 contains 36404 members 
Mstep: Class 6 contains 15657 members 
Mstep: Class 7 contains 1845 members 
Mstep: Class 8 contains 92057 members 
Mstep: Class 9 contains 10172 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 618 members 
Mstep: Class 12 contains 5204 members 
Mstep: Class 13 contains 1951 members 
Mstep: Class 14 contains 2693 members 
Mstep: Class 15 contains 41702 members 
Mstep: Class 16 contains 34946 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 10004 members 
Mstep: Class 19 contains 182616 members 
Mstep: Class 20 contains 176755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032296.000000 Penalty: 66635.929688
Iteration 63Q: 21 clusters Score -8.00323e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 3027 members 
Mstep: Class 3 contains 27885 members 
Mstep: Class 4 contains 15464 members 
Mstep: Class 5 contains 36443 members 
Mstep: Class 6 contains 15941 members 
Mstep: Class 7 contains 1845 members 
Mstep: Class 8 contains 92096 members 
Mstep: Class 9 contains 10168 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 615 members 
Mstep: Class 12 contains 5210 members 
Mstep: Class 13 contains 1954 members 
Mstep: Class 14 contains 2741 members 
Mstep: Class 15 contains 42071 members 
Mstep: Class 16 contains 34935 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 10028 members 
Mstep: Class 19 contains 180199 members 
Mstep: Class 20 contains 178726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80033072.000000 Penalty: 66635.929688
Iteration 64Q: 21 clusters Score -8.003307e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 3009 members 
Mstep: Class 3 contains 27923 members 
Mstep: Class 4 contains 15454 members 
Mstep: Class 5 contains 36472 members 
Mstep: Class 6 contains 16204 members 
Mstep: Class 7 contains 1844 members 
Mstep: Class 8 contains 92180 members 
Mstep: Class 9 contains 10168 members 
Mstep: Class 10 contains 4590 members 
Mstep: Class 11 contains 615 members 
Mstep: Class 12 contains 5226 members 
Mstep: Class 13 contains 1956 members 
Mstep: Class 14 contains 2798 members 
Mstep: Class 15 contains 42427 members 
Mstep: Class 16 contains 34901 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 10044 members 
Mstep: Class 19 contains 177513 members 
Mstep: Class 20 contains 180982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80033728.000000 Penalty: 66635.929688
Iteration 65Q: 21 clusters Score -8.003373e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 2982 members 
Mstep: Class 3 contains 27931 members 
Mstep: Class 4 contains 15448 members 
Mstep: Class 5 contains 36514 members 
Mstep: Class 6 contains 16465 members 
Mstep: Class 7 contains 1846 members 
Mstep: Class 8 contains 92227 members 
Mstep: Class 9 contains 10175 members 
Mstep: Class 10 contains 4582 members 
Mstep: Class 11 contains 613 members 
Mstep: Class 12 contains 5234 members 
Mstep: Class 13 contains 1956 members 
Mstep: Class 14 contains 2854 members 
Mstep: Class 15 contains 42783 members 
Mstep: Class 16 contains 34869 members 
Mstep: Class 17 contains 957 members 
Mstep: Class 18 contains 10047 members 
Mstep: Class 19 contains 174623 members 
Mstep: Class 20 contains 183522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80034088.000000 Penalty: 66635.929688
Iteration 66Q: 21 clusters Score -8.003409e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 2948 members 
Mstep: Class 3 contains 27946 members 
Mstep: Class 4 contains 15447 members 
Mstep: Class 5 contains 36555 members 
Mstep: Class 6 contains 16683 members 
Mstep: Class 7 contains 1847 members 
Mstep: Class 8 contains 92287 members 
Mstep: Class 9 contains 10175 members 
Mstep: Class 10 contains 4578 members 
Mstep: Class 11 contains 612 members 
Mstep: Class 12 contains 5240 members 
Mstep: Class 13 contains 1955 members 
Mstep: Class 14 contains 2905 members 
Mstep: Class 15 contains 43165 members 
Mstep: Class 16 contains 34823 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 10062 members 
Mstep: Class 19 contains 171649 members 
Mstep: Class 20 contains 186193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80034472.000000 Penalty: 66635.929688
Iteration 67Q: 21 clusters Score -8.003447e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 2909 members 
Mstep: Class 3 contains 27985 members 
Mstep: Class 4 contains 15470 members 
Mstep: Class 5 contains 36586 members 
Mstep: Class 6 contains 16866 members 
Mstep: Class 7 contains 1846 members 
Mstep: Class 8 contains 92347 members 
Mstep: Class 9 contains 10183 members 
Mstep: Class 10 contains 4577 members 
Mstep: Class 11 contains 612 members 
Mstep: Class 12 contains 5237 members 
Mstep: Class 13 contains 1955 members 
Mstep: Class 14 contains 2961 members 
Mstep: Class 15 contains 43587 members 
Mstep: Class 16 contains 34777 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 10064 members 
Mstep: Class 19 contains 168356 members 
Mstep: Class 20 contains 189164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80034904.000000 Penalty: 66635.929688
Iteration 68Q: 21 clusters Score -8.00349e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 2880 members 
Mstep: Class 3 contains 27995 members 
Mstep: Class 4 contains 15514 members 
Mstep: Class 5 contains 36568 members 
Mstep: Class 6 contains 17051 members 
Mstep: Class 7 contains 1846 members 
Mstep: Class 8 contains 92406 members 
Mstep: Class 9 contains 10188 members 
Mstep: Class 10 contains 4570 members 
Mstep: Class 11 contains 612 members 
Mstep: Class 12 contains 5242 members 
Mstep: Class 13 contains 1955 members 
Mstep: Class 14 contains 3012 members 
Mstep: Class 15 contains 43944 members 
Mstep: Class 16 contains 34722 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 10062 members 
Mstep: Class 19 contains 164805 members 
Mstep: Class 20 contains 192478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80035936.000000 Penalty: 66635.929688
Iteration 69Q: 21 clusters Score -8.003594e+07 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 2872 members 
Mstep: Class 3 contains 27981 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 36519 members 
Mstep: Class 6 contains 17173 members 
Mstep: Class 7 contains 1845 members 
Mstep: Class 8 contains 92320 members 
Mstep: Class 9 contains 10192 members 
Mstep: Class 10 contains 4564 members 
Mstep: Class 11 contains 612 members 
Mstep: Class 12 contains 5238 members 
Mstep: Class 13 contains 1955 members 
Mstep: Class 14 contains 3051 members 
Mstep: Class 15 contains 44262 members 
Mstep: Class 16 contains 34663 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 10031 members 
Mstep: Class 19 contains 160544 members 
Mstep: Class 20 contains 196885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037456.000000 Penalty: 66635.929688
Iteration 70Q: 21 clusters Score -8.003746e+07 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 27971 members 
Mstep: Class 4 contains 15506 members 
Mstep: Class 5 contains 36452 members 
Mstep: Class 6 contains 17237 members 
Mstep: Class 7 contains 1845 members 
Mstep: Class 8 contains 92096 members 
Mstep: Class 9 contains 10198 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 612 members 
Mstep: Class 12 contains 5252 members 
Mstep: Class 13 contains 1955 members 
Mstep: Class 14 contains 3096 members 
Mstep: Class 15 contains 44578 members 
Mstep: Class 16 contains 34606 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 9990 members 
Mstep: Class 19 contains 155310 members 
Mstep: Class 20 contains 202512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80039184.000000 Penalty: 66635.929688
Iteration 71Q: 21 clusters Score -8.003918e+07 nChanged 11798
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 27954 members 
Mstep: Class 4 contains 15462 members 
Mstep: Class 5 contains 36322 members 
Mstep: Class 6 contains 17222 members 
Mstep: Class 7 contains 1845 members 
Mstep: Class 8 contains 91661 members 
Mstep: Class 9 contains 10211 members 
Mstep: Class 10 contains 4509 members 
Mstep: Class 11 contains 612 members 
Mstep: Class 12 contains 5250 members 
Mstep: Class 13 contains 1955 members 
Mstep: Class 14 contains 3114 members 
Mstep: Class 15 contains 44958 members 
Mstep: Class 16 contains 34467 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 9935 members 
Mstep: Class 19 contains 149358 members 
Mstep: Class 20 contains 209359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80040824.000000 Penalty: 66635.929688
Iteration 72Q: 21 clusters Score -8.004082e+07 nChanged 14485
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 2798 members 
Mstep: Class 3 contains 27915 members 
Mstep: Class 4 contains 15337 members 
Mstep: Class 5 contains 36186 members 
Mstep: Class 6 contains 17102 members 
Mstep: Class 7 contains 1844 members 
Mstep: Class 8 contains 91077 members 
Mstep: Class 9 contains 10229 members 
Mstep: Class 10 contains 4479 members 
Mstep: Class 11 contains 612 members 
Mstep: Class 12 contains 5250 members 
Mstep: Class 13 contains 1954 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 45386 members 
Mstep: Class 16 contains 34364 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 9880 members 
Mstep: Class 19 contains 142463 members 
Mstep: Class 20 contains 217400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80039480.000000 Penalty: 66635.929688
Iteration 73Q: 21 clusters Score -8.003948e+07 nChanged 17135
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 2789 members 
Mstep: Class 3 contains 27870 members 
Mstep: Class 4 contains 15220 members 
Mstep: Class 5 contains 36075 members 
Mstep: Class 6 contains 16999 members 
Mstep: Class 7 contains 1843 members 
Mstep: Class 8 contains 90727 members 
Mstep: Class 9 contains 10247 members 
Mstep: Class 10 contains 4461 members 
Mstep: Class 11 contains 612 members 
Mstep: Class 12 contains 5253 members 
Mstep: Class 13 contains 1954 members 
Mstep: Class 14 contains 3174 members 
Mstep: Class 15 contains 45913 members 
Mstep: Class 16 contains 34296 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 9821 members 
Mstep: Class 19 contains 134679 members 
Mstep: Class 20 contains 225899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80034624.000000 Penalty: 66635.929688
Iteration 74Q: 21 clusters Score -8.003462e+07 nChanged 19183
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 27912 members 
Mstep: Class 4 contains 15125 members 
Mstep: Class 5 contains 36122 members 
Mstep: Class 6 contains 16872 members 
Mstep: Class 7 contains 1843 members 
Mstep: Class 8 contains 90863 members 
Mstep: Class 9 contains 10250 members 
Mstep: Class 10 contains 4438 members 
Mstep: Class 11 contains 612 members 
Mstep: Class 12 contains 5264 members 
Mstep: Class 13 contains 1954 members 
Mstep: Class 14 contains 3250 members 
Mstep: Class 15 contains 46552 members 
Mstep: Class 16 contains 34240 members 
Mstep: Class 17 contains 965 members 
Mstep: Class 18 contains 9797 members 
Mstep: Class 19 contains 126613 members 
Mstep: Class 20 contains 233729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80028728.000000 Penalty: 66635.929688
Iteration 75Q: 21 clusters Score -8.002873e+07 nChanged 18740
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 2772 members 
Mstep: Class 3 contains 28101 members 
Mstep: Class 4 contains 15166 members 
Mstep: Class 5 contains 36347 members 
Mstep: Class 6 contains 16841 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 91492 members 
Mstep: Class 9 contains 10259 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 613 members 
Mstep: Class 12 contains 5274 members 
Mstep: Class 13 contains 1953 members 
Mstep: Class 14 contains 3351 members 
Mstep: Class 15 contains 47211 members 
Mstep: Class 16 contains 34261 members 
Mstep: Class 17 contains 965 members 
Mstep: Class 18 contains 9790 members 
Mstep: Class 19 contains 120632 members 
Mstep: Class 20 contains 238192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80023304.000000 Penalty: 66635.929688
Iteration 76Q: 21 clusters Score -8.00233e+07 nChanged 15766
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 2767 members 
Mstep: Class 3 contains 28482 members 
Mstep: Class 4 contains 15301 members 
Mstep: Class 5 contains 36686 members 
Mstep: Class 6 contains 16867 members 
Mstep: Class 7 contains 1839 members 
Mstep: Class 8 contains 92680 members 
Mstep: Class 9 contains 10263 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 613 members 
Mstep: Class 12 contains 5274 members 
Mstep: Class 13 contains 1955 members 
Mstep: Class 14 contains 3478 members 
Mstep: Class 15 contains 47804 members 
Mstep: Class 16 contains 34331 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 9861 members 
Mstep: Class 19 contains 116957 members 
Mstep: Class 20 contains 239207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80020832.000000 Penalty: 66635.929688
Iteration 77Q: 21 clusters Score -8.002083e+07 nChanged 12335
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 2771 members 
Mstep: Class 3 contains 28831 members 
Mstep: Class 4 contains 15496 members 
Mstep: Class 5 contains 36986 members 
Mstep: Class 6 contains 16925 members 
Mstep: Class 7 contains 1833 members 
Mstep: Class 8 contains 93937 members 
Mstep: Class 9 contains 10272 members 
Mstep: Class 10 contains 4573 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 5277 members 
Mstep: Class 13 contains 1955 members 
Mstep: Class 14 contains 3580 members 
Mstep: Class 15 contains 48263 members 
Mstep: Class 16 contains 34435 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 9945 members 
Mstep: Class 19 contains 115408 members 
Mstep: Class 20 contains 238054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80020440.000000 Penalty: 66635.929688
Iteration 78Q: 21 clusters Score -8.002044e+07 nChanged 10030
Entering ConstructFrom: 
Score: -80020440.000000 Penalty: 66635.929688
Entering ConstructFrom: 
Trying to split cluster 1 (12851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Entering Unmasked Estep 
Score: -1479819.375000 Penalty: 2346.371826
	Iteration 0F: 2 clusters Score -1479819 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 6490 members 
Entering Unmasked Estep 
Score: -1470385.750000 Penalty: 4692.743652
	Iteration 0F: 3 clusters Score -1470386 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1473545.250000 Penalty: 4692.743652
	Iteration 1F: 3 clusters Score -1473545 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1474144.125000 Penalty: 4692.743652
	Iteration 2F: 3 clusters Score -1474144 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1474910.500000 Penalty: 4692.743652
	Iteration 3F: 3 clusters Score -1474910 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1475806.375000 Penalty: 4692.743652
	Iteration 4F: 3 clusters Score -1475806 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1476746.125000 Penalty: 4692.743652
	Iteration 5F: 3 clusters Score -1476746 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1477566.625000 Penalty: 4692.743652
	Iteration 6F: 3 clusters Score -1477567 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1478175.250000 Penalty: 4692.743652
	Iteration 7F: 3 clusters Score -1478175 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1478537.000000 Penalty: 4692.743652
	Iteration 8Q: 3 clusters Score -1478537 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1478748.375000 Penalty: 4692.743652
	Iteration 9Q: 3 clusters Score -1478748 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1478851.875000 Penalty: 4692.743652
	Iteration 10Q: 3 clusters Score -1478852 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1478900.250000 Penalty: 4692.743652
	Iteration 11Q: 3 clusters Score -1478900 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1478933.750000 Penalty: 4692.743652
	Iteration 12Q: 3 clusters Score -1478934 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1478948.875000 Penalty: 4692.743652
	Iteration 13Q: 3 clusters Score -1478949 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1478961.500000 Penalty: 4692.743652
	Iteration 14Q: 3 clusters Score -1478962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1478962.750000 Penalty: 4692.743652
	Iteration 15Q: 3 clusters Score -1478963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1478972.625000 Penalty: 4692.743652
	Iteration 16Q: 3 clusters Score -1478973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1478972.500000 Penalty: 4692.743652
	Iteration 17Q: 3 clusters Score -1478972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1478973.250000 Penalty: 4692.743652
	Iteration 18Q: 3 clusters Score -1478973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1478975.375000 Penalty: 4692.743652
	Iteration 19Q: 3 clusters Score -1478975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1478978.750000 Penalty: 4692.743652
	Iteration 20F: 3 clusters Score -1478979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1478981.125000 Penalty: 4692.743652
	Iteration 21Q: 3 clusters Score -1478981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1478982.875000 Penalty: 4692.743652
	Iteration 22Q: 3 clusters Score -1478983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1478983.375000 Penalty: 4692.743652
	Iteration 23Q: 3 clusters Score -1478983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1478983.750000 Penalty: 4692.743652
	Iteration 24Q: 3 clusters Score -1478984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1478983.750000 Penalty: 4692.743652
	Iteration 25F: 3 clusters Score -1478984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Entering Unmasked Estep 
Score: -315712.500000 Penalty: 1965.528687
	Iteration 0F: 2 clusters Score -315712.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -312627.625000 Penalty: 3931.057373
	Iteration 0F: 3 clusters Score -312627.6 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -313289.500000 Penalty: 3931.057373
	Iteration 1F: 3 clusters Score -313289.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -313451.218750 Penalty: 3931.057373
	Iteration 2F: 3 clusters Score -313451.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -313558.968750 Penalty: 3931.057373
	Iteration 3Q: 3 clusters Score -313559 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -313647.375000 Penalty: 3931.057373
	Iteration 4Q: 3 clusters Score -313647.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -313724.437500 Penalty: 3931.057373
	Iteration 5Q: 3 clusters Score -313724.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -313799.906250 Penalty: 3931.057373
	Iteration 6Q: 3 clusters Score -313799.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -313868.125000 Penalty: 3931.057373
	Iteration 7Q: 3 clusters Score -313868.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -313951.093750 Penalty: 3931.057373
	Iteration 8Q: 3 clusters Score -313951.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -314027.781250 Penalty: 3931.057373
	Iteration 9Q: 3 clusters Score -314027.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -314101.687500 Penalty: 3931.057373
	Iteration 10Q: 3 clusters Score -314101.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -314165.093750 Penalty: 3931.057373
	Iteration 11Q: 3 clusters Score -314165.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -314196.343750 Penalty: 3931.057373
	Iteration 12Q: 3 clusters Score -314196.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -314228.750000 Penalty: 3931.057373
	Iteration 13Q: 3 clusters Score -314228.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -314269.281250 Penalty: 3931.057373
	Iteration 14Q: 3 clusters Score -314269.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -314297.125000 Penalty: 3931.057373
	Iteration 15Q: 3 clusters Score -314297.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -314325.312500 Penalty: 3931.057373
	Iteration 16Q: 3 clusters Score -314325.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -314349.625000 Penalty: 3931.057373
	Iteration 17Q: 3 clusters Score -314349.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -314377.875000 Penalty: 3931.057373
	Iteration 18Q: 3 clusters Score -314377.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -314419.656250 Penalty: 3931.057373
	Iteration 19Q: 3 clusters Score -314419.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -314462.125000 Penalty: 3931.057373
	Iteration 20F: 3 clusters Score -314462.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -314511.593750 Penalty: 3931.057373
	Iteration 21Q: 3 clusters Score -314511.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -314564.875000 Penalty: 3931.057373
	Iteration 22Q: 3 clusters Score -314564.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -314618.312500 Penalty: 3931.057373
	Iteration 23Q: 3 clusters Score -314618.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -314667.437500 Penalty: 3931.057373
	Iteration 24Q: 3 clusters Score -314667.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -314720.625000 Penalty: 3931.057373
	Iteration 25Q: 3 clusters Score -314720.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -314750.687500 Penalty: 3931.057373
	Iteration 26Q: 3 clusters Score -314750.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -314773.906250 Penalty: 3931.057373
	Iteration 27Q: 3 clusters Score -314773.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -314790.156250 Penalty: 3931.057373
	Iteration 28Q: 3 clusters Score -314790.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -314802.156250 Penalty: 3931.057373
	Iteration 29Q: 3 clusters Score -314802.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -314810.875000 Penalty: 3931.057373
	Iteration 30Q: 3 clusters Score -314810.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -314822.187500 Penalty: 3931.057373
	Iteration 31Q: 3 clusters Score -314822.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -314831.406250 Penalty: 3931.057373
	Iteration 32Q: 3 clusters Score -314831.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -314836.062500 Penalty: 3931.057373
	Iteration 33Q: 3 clusters Score -314836.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -314838.500000 Penalty: 3931.057373
	Iteration 34Q: 3 clusters Score -314838.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -314843.812500 Penalty: 3931.057373
	Iteration 35Q: 3 clusters Score -314843.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -314848.843750 Penalty: 3931.057373
	Iteration 36Q: 3 clusters Score -314848.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -314852.125000 Penalty: 3931.057373
	Iteration 37Q: 3 clusters Score -314852.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -314854.187500 Penalty: 3931.057373
	Iteration 38Q: 3 clusters Score -314854.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -314854.812500 Penalty: 3931.057373
	Iteration 39Q: 3 clusters Score -314854.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -314856.656250 Penalty: 3931.057373
	Iteration 40F: 3 clusters Score -314856.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -314860.218750 Penalty: 3931.057373
	Iteration 41Q: 3 clusters Score -314860.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -314862.187500 Penalty: 3931.057373
	Iteration 42Q: 3 clusters Score -314862.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -314865.156250 Penalty: 3931.057373
	Iteration 43Q: 3 clusters Score -314865.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -314869.218750 Penalty: 3931.057373
	Iteration 44Q: 3 clusters Score -314869.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -314873.281250 Penalty: 3931.057373
	Iteration 45Q: 3 clusters Score -314873.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -314879.125000 Penalty: 3931.057373
	Iteration 46Q: 3 clusters Score -314879.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -314888.125000 Penalty: 3931.057373
	Iteration 47Q: 3 clusters Score -314888.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -314897.218750 Penalty: 3931.057373
	Iteration 48Q: 3 clusters Score -314897.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -314905.968750 Penalty: 3931.057373
	Iteration 49Q: 3 clusters Score -314906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -314918.687500 Penalty: 3931.057373
	Iteration 50Q: 3 clusters Score -314918.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -314930.531250 Penalty: 3931.057373
	Iteration 51Q: 3 clusters Score -314930.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -314937.718750 Penalty: 3931.057373
	Iteration 52Q: 3 clusters Score -314937.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -314940.781250 Penalty: 3931.057373
	Iteration 53Q: 3 clusters Score -314940.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -314945.062500 Penalty: 3931.057373
	Iteration 54Q: 3 clusters Score -314945.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -314954.968750 Penalty: 3931.057373
	Iteration 55Q: 3 clusters Score -314955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -314965.937500 Penalty: 3931.057373
	Iteration 56Q: 3 clusters Score -314965.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -314970.781250 Penalty: 3931.057373
	Iteration 57Q: 3 clusters Score -314970.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -314974.250000 Penalty: 3931.057373
	Iteration 58Q: 3 clusters Score -314974.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -314977.625000 Penalty: 3931.057373
	Iteration 59Q: 3 clusters Score -314977.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -314979.625000 Penalty: 3931.057373
	Iteration 60F: 3 clusters Score -314979.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -314979.906250 Penalty: 3931.057373
	Iteration 61Q: 3 clusters Score -314979.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -314981.406250 Penalty: 3931.057373
	Iteration 62Q: 3 clusters Score -314981.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -314981.718750 Penalty: 3931.057373
	Iteration 63Q: 3 clusters Score -314981.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -314981.718750 Penalty: 3931.057373
	Iteration 64F: 3 clusters Score -314981.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Entering Unmasked Estep 
Score: -3547690.500000 Penalty: 2549.832275
	Iteration 0F: 2 clusters Score -3547690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -3527580.250000 Penalty: 5099.664551
	Iteration 0F: 3 clusters Score -3527580 nChanged 13123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -3534592.500000 Penalty: 5099.664551
	Iteration 1F: 3 clusters Score -3534592 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -3535080.750000 Penalty: 5099.664551
	Iteration 2Q: 3 clusters Score -3535081 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -3535479.750000 Penalty: 5099.664551
	Iteration 3Q: 3 clusters Score -3535480 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -3535836.250000 Penalty: 5099.664551
	Iteration 4Q: 3 clusters Score -3535836 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -3536194.750000 Penalty: 5099.664551
	Iteration 5Q: 3 clusters Score -3536195 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -3536581.500000 Penalty: 5099.664551
	Iteration 6Q: 3 clusters Score -3536582 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -3536998.500000 Penalty: 5099.664551
	Iteration 7Q: 3 clusters Score -3536998 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -3537492.500000 Penalty: 5099.664551
	Iteration 8Q: 3 clusters Score -3537492 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -3538141.500000 Penalty: 5099.664551
	Iteration 9Q: 3 clusters Score -3538142 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -3539015.750000 Penalty: 5099.664551
	Iteration 10Q: 3 clusters Score -3539016 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -3540100.250000 Penalty: 5099.664551
	Iteration 11F: 3 clusters Score -3540100 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -3541182.500000 Penalty: 5099.664551
	Iteration 12F: 3 clusters Score -3541182 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -3541913.000000 Penalty: 5099.664551
	Iteration 13Q: 3 clusters Score -3541913 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -3542254.250000 Penalty: 5099.664551
	Iteration 14Q: 3 clusters Score -3542254 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -3542429.000000 Penalty: 5099.664551
	Iteration 15Q: 3 clusters Score -3542429 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -3542537.250000 Penalty: 5099.664551
	Iteration 16Q: 3 clusters Score -3542537 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -3542613.750000 Penalty: 5099.664551
	Iteration 17Q: 3 clusters Score -3542614 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -3542689.250000 Penalty: 5099.664551
	Iteration 18Q: 3 clusters Score -3542689 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -3542779.500000 Penalty: 5099.664551
	Iteration 19Q: 3 clusters Score -3542780 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -3542856.500000 Penalty: 5099.664551
	Iteration 20F: 3 clusters Score -3542856 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -3542955.000000 Penalty: 5099.664551
	Iteration 21Q: 3 clusters Score -3542955 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -3543069.750000 Penalty: 5099.664551
	Iteration 22Q: 3 clusters Score -3543070 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -3543151.250000 Penalty: 5099.664551
	Iteration 23Q: 3 clusters Score -3543151 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -3543244.250000 Penalty: 5099.664551
	Iteration 24Q: 3 clusters Score -3543244 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -3543294.500000 Penalty: 5099.664551
	Iteration 25Q: 3 clusters Score -3543294 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -3543351.500000 Penalty: 5099.664551
	Iteration 26Q: 3 clusters Score -3543352 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -3543400.500000 Penalty: 5099.664551
	Iteration 27Q: 3 clusters Score -3543400 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -3543447.750000 Penalty: 5099.664551
	Iteration 28Q: 3 clusters Score -3543448 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -3543492.500000 Penalty: 5099.664551
	Iteration 29Q: 3 clusters Score -3543492 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -3543525.750000 Penalty: 5099.664551
	Iteration 30Q: 3 clusters Score -3543526 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -3543570.750000 Penalty: 5099.664551
	Iteration 31Q: 3 clusters Score -3543571 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -3543625.500000 Penalty: 5099.664551
	Iteration 32Q: 3 clusters Score -3543626 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -3543674.500000 Penalty: 5099.664551
	Iteration 33Q: 3 clusters Score -3543674 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -3543706.750000 Penalty: 5099.664551
	Iteration 34Q: 3 clusters Score -3543707 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -3543746.500000 Penalty: 5099.664551
	Iteration 35Q: 3 clusters Score -3543746 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -3543768.250000 Penalty: 5099.664551
	Iteration 36Q: 3 clusters Score -3543768 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -3543796.000000 Penalty: 5099.664551
	Iteration 37Q: 3 clusters Score -3543796 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -3543828.500000 Penalty: 5099.664551
	Iteration 38Q: 3 clusters Score -3543828 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -3543835.750000 Penalty: 5099.664551
	Iteration 39Q: 3 clusters Score -3543836 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -3543862.500000 Penalty: 5099.664551
	Iteration 40F: 3 clusters Score -3543862 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -3543889.750000 Penalty: 5099.664551
	Iteration 41Q: 3 clusters Score -3543890 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -3543897.250000 Penalty: 5099.664551
	Iteration 42Q: 3 clusters Score -3543897 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -3543912.000000 Penalty: 5099.664551
	Iteration 43Q: 3 clusters Score -3543912 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -3543946.750000 Penalty: 5099.664551
	Iteration 44Q: 3 clusters Score -3543947 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -3543956.500000 Penalty: 5099.664551
	Iteration 45Q: 3 clusters Score -3543956 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -3543993.750000 Penalty: 5099.664551
	Iteration 46Q: 3 clusters Score -3543994 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -3544030.250000 Penalty: 5099.664551
	Iteration 47Q: 3 clusters Score -3544030 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -3544062.500000 Penalty: 5099.664551
	Iteration 48Q: 3 clusters Score -3544062 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -3544088.250000 Penalty: 5099.664551
	Iteration 49Q: 3 clusters Score -3544088 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -3544114.000000 Penalty: 5099.664551
	Iteration 50Q: 3 clusters Score -3544114 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -3544150.000000 Penalty: 5099.664551
	Iteration 51Q: 3 clusters Score -3544150 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -3544156.250000 Penalty: 5099.664551
	Iteration 52Q: 3 clusters Score -3544156 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -3544195.250000 Penalty: 5099.664551
	Iteration 53Q: 3 clusters Score -3544195 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -3544221.250000 Penalty: 5099.664551
	Iteration 54Q: 3 clusters Score -3544221 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -3544246.750000 Penalty: 5099.664551
	Iteration 55Q: 3 clusters Score -3544247 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -3544272.750000 Penalty: 5099.664551
	Iteration 56Q: 3 clusters Score -3544273 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -3544298.250000 Penalty: 5099.664551
	Iteration 57Q: 3 clusters Score -3544298 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -3544334.000000 Penalty: 5099.664551
	Iteration 58Q: 3 clusters Score -3544334 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -3544355.500000 Penalty: 5099.664551
	Iteration 59Q: 3 clusters Score -3544356 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -3544378.750000 Penalty: 5099.664551
	Iteration 60F: 3 clusters Score -3544379 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -3544405.500000 Penalty: 5099.664551
	Iteration 61Q: 3 clusters Score -3544406 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -3544422.000000 Penalty: 5099.664551
	Iteration 62Q: 3 clusters Score -3544422 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -3544450.750000 Penalty: 5099.664551
	Iteration 63Q: 3 clusters Score -3544451 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -3544475.000000 Penalty: 5099.664551
	Iteration 64Q: 3 clusters Score -3544475 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3544488 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -3544504.000000 Penalty: 5099.664551
	Iteration 66Q: 3 clusters Score -3544504 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -3544512.500000 Penalty: 5099.664551
	Iteration 67Q: 3 clusters Score -3544512 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -3544525.250000 Penalty: 5099.664551
	Iteration 68Q: 3 clusters Score -3544525 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3544548 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -3544573.000000 Penalty: 5099.664551
	Iteration 70Q: 3 clusters Score -3544573 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -3544600.250000 Penalty: 5099.664551
	Iteration 71Q: 3 clusters Score -3544600 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -3544626.500000 Penalty: 5099.664551
	Iteration 72Q: 3 clusters Score -3544626 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3544658 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3544690 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3544705 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3544750 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3544779 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3544798 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3544820 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -3544862.000000 Penalty: 5099.664551
	Iteration 80F: 3 clusters Score -3544862 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3544886 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -3544917.250000 Penalty: 5099.664551
	Iteration 82Q: 3 clusters Score -3544917 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3544938 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3544964 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3544986 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -3545017.500000 Penalty: 5099.664551
	Iteration 86Q: 3 clusters Score -3545018 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3545036 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -3545054.000000 Penalty: 5099.664551
	Iteration 88Q: 3 clusters Score -3545054 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3545066 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -3545082.750000 Penalty: 5099.664551
	Iteration 90Q: 3 clusters Score -3545083 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -3545088.500000 Penalty: 5099.664551
	Iteration 91Q: 3 clusters Score -3545088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -3545101.000000 Penalty: 5099.664551
	Iteration 92Q: 3 clusters Score -3545101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -3545105.250000 Penalty: 5099.664551
	Iteration 93Q: 3 clusters Score -3545105 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -3545108.250000 Penalty: 5099.664551
	Iteration 94Q: 3 clusters Score -3545108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -3545126.750000 Penalty: 5099.664551
	Iteration 95Q: 3 clusters Score -3545127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -3545120.000000 Penalty: 5099.664551
	Iteration 96Q: 3 clusters Score -3545120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -3545123.750000 Penalty: 5099.664551
	Iteration 97Q: 3 clusters Score -3545124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3545138.000000 Penalty: 5099.664551
	Iteration 98Q: 3 clusters Score -3545138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -3545145.250000 Penalty: 5099.664551
	Iteration 99Q: 3 clusters Score -3545145 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -3545166.750000 Penalty: 5099.664551
	Iteration 100F: 3 clusters Score -3545167 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -3545174.250000 Penalty: 5099.664551
	Iteration 101Q: 3 clusters Score -3545174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -3545191.250000 Penalty: 5099.664551
	Iteration 102Q: 3 clusters Score -3545191 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -3545196.250000 Penalty: 5099.664551
	Iteration 103Q: 3 clusters Score -3545196 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -3545208.750000 Penalty: 5099.664551
	Iteration 104Q: 3 clusters Score -3545209 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -3545220.500000 Penalty: 5099.664551
	Iteration 105Q: 3 clusters Score -3545220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -3545230.250000 Penalty: 5099.664551
	Iteration 106Q: 3 clusters Score -3545230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -3545248.000000 Penalty: 5099.664551
	Iteration 107Q: 3 clusters Score -3545248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3545261.250000 Penalty: 5099.664551
	Iteration 108Q: 3 clusters Score -3545261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -3545272.500000 Penalty: 5099.664551
	Iteration 109Q: 3 clusters Score -3545272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -3545275.750000 Penalty: 5099.664551
	Iteration 110Q: 3 clusters Score -3545276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -3545281.500000 Penalty: 5099.664551
	Iteration 111Q: 3 clusters Score -3545282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -3545292.000000 Penalty: 5099.664551
	Iteration 112Q: 3 clusters Score -3545292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -3545296.750000 Penalty: 5099.664551
	Iteration 113Q: 3 clusters Score -3545297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -3545307.000000 Penalty: 5099.664551
	Iteration 114Q: 3 clusters Score -3545307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -3545311.500000 Penalty: 5099.664551
	Iteration 115Q: 3 clusters Score -3545312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -3545312.250000 Penalty: 5099.664551
	Iteration 116Q: 3 clusters Score -3545312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -3545324.000000 Penalty: 5099.664551
	Iteration 117Q: 3 clusters Score -3545324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -3545337.750000 Penalty: 5099.664551
	Iteration 118Q: 3 clusters Score -3545338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -3545332.000000 Penalty: 5099.664551
	Iteration 119Q: 3 clusters Score -3545332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -3545334.250000 Penalty: 5099.664551
	Iteration 120F: 3 clusters Score -3545334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -3545343.500000 Penalty: 5099.664551
	Iteration 121Q: 3 clusters Score -3545344 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -3545342.000000 Penalty: 5099.664551
	Iteration 122Q: 3 clusters Score -3545342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -3545350.250000 Penalty: 5099.664551
	Iteration 123Q: 3 clusters Score -3545350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -3545360.500000 Penalty: 5099.664551
	Iteration 124Q: 3 clusters Score -3545360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -3545361.750000 Penalty: 5099.664551
	Iteration 125Q: 3 clusters Score -3545362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -3545365.500000 Penalty: 5099.664551
	Iteration 126Q: 3 clusters Score -3545366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -3545366.250000 Penalty: 5099.664551
	Iteration 127Q: 3 clusters Score -3545366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -3545369.750000 Penalty: 5099.664551
	Iteration 128Q: 3 clusters Score -3545370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -3545368.250000 Penalty: 5099.664551
	Iteration 129Q: 3 clusters Score -3545368 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -3545370.750000 Penalty: 5099.664551
	Iteration 130Q: 3 clusters Score -3545371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -3545369.250000 Penalty: 5099.664551
	Iteration 131Q: 3 clusters Score -3545369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -3545373.000000 Penalty: 5099.664551
	Iteration 132Q: 3 clusters Score -3545373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -3545371.250000 Penalty: 5099.664551
	Iteration 133Q: 3 clusters Score -3545371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -3545373.750000 Penalty: 5099.664551
	Iteration 134Q: 3 clusters Score -3545374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -3545379.000000 Penalty: 5099.664551
	Iteration 135Q: 3 clusters Score -3545379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -3545384.750000 Penalty: 5099.664551
	Iteration 136Q: 3 clusters Score -3545385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -3545386.500000 Penalty: 5099.664551
	Iteration 137Q: 3 clusters Score -3545386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -3545386.000000 Penalty: 5099.664551
	Iteration 138Q: 3 clusters Score -3545386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -3545391.750000 Penalty: 5099.664551
	Iteration 139Q: 3 clusters Score -3545392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -3545387.250000 Penalty: 5099.664551
	Iteration 140F: 3 clusters Score -3545387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -3545393.500000 Penalty: 5099.664551
	Iteration 141Q: 3 clusters Score -3545394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -3545398.250000 Penalty: 5099.664551
	Iteration 142Q: 3 clusters Score -3545398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -3545405.500000 Penalty: 5099.664551
	Iteration 143Q: 3 clusters Score -3545406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -3545404.750000 Penalty: 5099.664551
	Iteration 144Q: 3 clusters Score -3545405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -3545402.500000 Penalty: 5099.664551
	Iteration 145Q: 3 clusters Score -3545402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -3545405.000000 Penalty: 5099.664551
	Iteration 146Q: 3 clusters Score -3545405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -3545407.250000 Penalty: 5099.664551
	Iteration 147Q: 3 clusters Score -3545407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -3545410.000000 Penalty: 5099.664551
	Iteration 148Q: 3 clusters Score -3545410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -3545412.500000 Penalty: 5099.664551
	Iteration 149Q: 3 clusters Score -3545412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -3545413.000000 Penalty: 5099.664551
	Iteration 150Q: 3 clusters Score -3545413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -3545413.000000 Penalty: 5099.664551
	Iteration 151Q: 3 clusters Score -3545413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -3545419.000000 Penalty: 5099.664551
	Iteration 152Q: 3 clusters Score -3545419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -3545415.750000 Penalty: 5099.664551
	Iteration 153Q: 3 clusters Score -3545416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -3545416.500000 Penalty: 5099.664551
	Iteration 154Q: 3 clusters Score -3545416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -3545415.500000 Penalty: 5099.664551
	Iteration 155Q: 3 clusters Score -3545416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -3545415.500000 Penalty: 5099.664551
	Iteration 156F: 3 clusters Score -3545416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Entering Unmasked Estep 
Score: -1902618.750000 Penalty: 2395.952148
	Iteration 0F: 2 clusters Score -1902619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1891251.375000 Penalty: 4791.904297
	Iteration 0F: 3 clusters Score -1891251 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1894763.875000 Penalty: 4791.904297
	Iteration 1F: 3 clusters Score -1894764 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1895104.375000 Penalty: 4791.904297
	Iteration 2F: 3 clusters Score -1895104 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1895393.500000 Penalty: 4791.904297
	Iteration 3Q: 3 clusters Score -1895394 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1895638.250000 Penalty: 4791.904297
	Iteration 4Q: 3 clusters Score -1895638 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1895881.750000 Penalty: 4791.904297
	Iteration 5Q: 3 clusters Score -1895882 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1896140.125000 Penalty: 4791.904297
	Iteration 6Q: 3 clusters Score -1896140 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1896428.125000 Penalty: 4791.904297
	Iteration 7Q: 3 clusters Score -1896428 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1896789.125000 Penalty: 4791.904297
	Iteration 8Q: 3 clusters Score -1896789 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1897211.125000 Penalty: 4791.904297
	Iteration 9Q: 3 clusters Score -1897211 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1897745.875000 Penalty: 4791.904297
	Iteration 10F: 3 clusters Score -1897746 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1898429.875000 Penalty: 4791.904297
	Iteration 11F: 3 clusters Score -1898430 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1899113.250000 Penalty: 4791.904297
	Iteration 12F: 3 clusters Score -1899113 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1899637.875000 Penalty: 4791.904297
	Iteration 13Q: 3 clusters Score -1899638 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1899950.000000 Penalty: 4791.904297
	Iteration 14Q: 3 clusters Score -1899950 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1900111.250000 Penalty: 4791.904297
	Iteration 15Q: 3 clusters Score -1900111 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1900209.625000 Penalty: 4791.904297
	Iteration 16Q: 3 clusters Score -1900210 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1900260.750000 Penalty: 4791.904297
	Iteration 17Q: 3 clusters Score -1900261 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1900306.000000 Penalty: 4791.904297
	Iteration 18Q: 3 clusters Score -1900306 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1900349.125000 Penalty: 4791.904297
	Iteration 19Q: 3 clusters Score -1900349 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1900378.375000 Penalty: 4791.904297
	Iteration 20F: 3 clusters Score -1900378 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1900400.875000 Penalty: 4791.904297
	Iteration 21Q: 3 clusters Score -1900401 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1900414.125000 Penalty: 4791.904297
	Iteration 22Q: 3 clusters Score -1900414 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1900440.125000 Penalty: 4791.904297
	Iteration 23Q: 3 clusters Score -1900440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1900447.000000 Penalty: 4791.904297
	Iteration 24Q: 3 clusters Score -1900447 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1900454.375000 Penalty: 4791.904297
	Iteration 25Q: 3 clusters Score -1900454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1900467.500000 Penalty: 4791.904297
	Iteration 26Q: 3 clusters Score -1900468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1900469.750000 Penalty: 4791.904297
	Iteration 27Q: 3 clusters Score -1900470 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1900482.250000 Penalty: 4791.904297
	Iteration 28Q: 3 clusters Score -1900482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1900500.375000 Penalty: 4791.904297
	Iteration 29Q: 3 clusters Score -1900500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1900502.000000 Penalty: 4791.904297
	Iteration 30Q: 3 clusters Score -1900502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1900509.250000 Penalty: 4791.904297
	Iteration 31Q: 3 clusters Score -1900509 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1900518.125000 Penalty: 4791.904297
	Iteration 32Q: 3 clusters Score -1900518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1900521.375000 Penalty: 4791.904297
	Iteration 33Q: 3 clusters Score -1900521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1900526.875000 Penalty: 4791.904297
	Iteration 34Q: 3 clusters Score -1900527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1900529.000000 Penalty: 4791.904297
	Iteration 35Q: 3 clusters Score -1900529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1900530.750000 Penalty: 4791.904297
	Iteration 36Q: 3 clusters Score -1900531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1900528.500000 Penalty: 4791.904297
	Iteration 37Q: 3 clusters Score -1900528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1900531.000000 Penalty: 4791.904297
	Iteration 38Q: 3 clusters Score -1900531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1900531.875000 Penalty: 4791.904297
	Iteration 39Q: 3 clusters Score -1900532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1900530.000000 Penalty: 4791.904297
	Iteration 40F: 3 clusters Score -1900530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1900532.750000 Penalty: 4791.904297
	Iteration 41Q: 3 clusters Score -1900533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1900535.750000 Penalty: 4791.904297
	Iteration 42Q: 3 clusters Score -1900536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1900537.750000 Penalty: 4791.904297
	Iteration 43Q: 3 clusters Score -1900538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1900534.875000 Penalty: 4791.904297
	Iteration 44Q: 3 clusters Score -1900535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1900535.125000 Penalty: 4791.904297
	Iteration 45Q: 3 clusters Score -1900535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1900537.250000 Penalty: 4791.904297
	Iteration 46Q: 3 clusters Score -1900537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1900536.250000 Penalty: 4791.904297
	Iteration 47Q: 3 clusters Score -1900536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1900535.250000 Penalty: 4791.904297
	Iteration 48Q: 3 clusters Score -1900535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1900535.250000 Penalty: 4791.904297
	Iteration 49F: 3 clusters Score -1900535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Entering Unmasked Estep 
Score: -4484819.000000 Penalty: 2610.567139
	Iteration 0F: 2 clusters Score -4484819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -4459572.500000 Penalty: 5221.134277
	Iteration 0F: 3 clusters Score -4459572 nChanged 16980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -4468880.000000 Penalty: 5221.134277
	Iteration 1F: 3 clusters Score -4468880 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -4469467.000000 Penalty: 5221.134277
	Iteration 2Q: 3 clusters Score -4469467 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -4470078.000000 Penalty: 5221.134277
	Iteration 3Q: 3 clusters Score -4470078 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -4470749.000000 Penalty: 5221.134277
	Iteration 4Q: 3 clusters Score -4470749 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -4471582.000000 Penalty: 5221.134277
	Iteration 5Q: 3 clusters Score -4471582 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -4472552.000000 Penalty: 5221.134277
	Iteration 6Q: 3 clusters Score -4472552 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -4473838.500000 Penalty: 5221.134277
	Iteration 7F: 3 clusters Score -4473838 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -4475554.000000 Penalty: 5221.134277
	Iteration 8F: 3 clusters Score -4475554 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -4478143.500000 Penalty: 5221.134277
	Iteration 9F: 3 clusters Score -4478144 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -4481438.000000 Penalty: 5221.134277
	Iteration 10F: 3 clusters Score -4481438 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -4484503.000000 Penalty: 5221.134277
	Iteration 11F: 3 clusters Score -4484503 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -4486554.500000 Penalty: 5221.134277
	Iteration 12Q: 3 clusters Score -4486554 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -4487465.500000 Penalty: 5221.134277
	Iteration 13Q: 3 clusters Score -4487466 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -4487698.500000 Penalty: 5221.134277
	Iteration 14Q: 3 clusters Score -4487698 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -4487766.500000 Penalty: 5221.134277
	Iteration 15Q: 3 clusters Score -4487766 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -4487800.500000 Penalty: 5221.134277
	Iteration 16Q: 3 clusters Score -4487800 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -4487828.000000 Penalty: 5221.134277
	Iteration 17Q: 3 clusters Score -4487828 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -4487835.500000 Penalty: 5221.134277
	Iteration 18Q: 3 clusters Score -4487836 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -4487846.500000 Penalty: 5221.134277
	Iteration 19Q: 3 clusters Score -4487846 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -4487854.500000 Penalty: 5221.134277
	Iteration 20F: 3 clusters Score -4487854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -4487868.000000 Penalty: 5221.134277
	Iteration 21Q: 3 clusters Score -4487868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -4487872.000000 Penalty: 5221.134277
	Iteration 22Q: 3 clusters Score -4487872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -4487871.000000 Penalty: 5221.134277
	Iteration 23Q: 3 clusters Score -4487871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -4487876.000000 Penalty: 5221.134277
	Iteration 24Q: 3 clusters Score -4487876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -4487879.500000 Penalty: 5221.134277
	Iteration 25Q: 3 clusters Score -4487880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -4487876.500000 Penalty: 5221.134277
	Iteration 26Q: 3 clusters Score -4487876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -4487873.500000 Penalty: 5221.134277
	Iteration 27Q: 3 clusters Score -4487874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -4487880.500000 Penalty: 5221.134277
	Iteration 28Q: 3 clusters Score -4487880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -4487878.000000 Penalty: 5221.134277
	Iteration 29Q: 3 clusters Score -4487878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -4487869.500000 Penalty: 5221.134277
	Iteration 30Q: 3 clusters Score -4487870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -4487865.500000 Penalty: 5221.134277
	Iteration 31Q: 3 clusters Score -4487866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -4487863.500000 Penalty: 5221.134277
	Iteration 32Q: 3 clusters Score -4487864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -4487870.000000 Penalty: 5221.134277
	Iteration 33Q: 3 clusters Score -4487870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -4487871.500000 Penalty: 5221.134277
	Iteration 34Q: 3 clusters Score -4487872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -4487876.500000 Penalty: 5221.134277
	Iteration 35Q: 3 clusters Score -4487876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -4487868.500000 Penalty: 5221.134277
	Iteration 36Q: 3 clusters Score -4487868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -4487865.500000 Penalty: 5221.134277
	Iteration 37Q: 3 clusters Score -4487866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -4487870.500000 Penalty: 5221.134277
	Iteration 38Q: 3 clusters Score -4487870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -4487869.500000 Penalty: 5221.134277
	Iteration 39Q: 3 clusters Score -4487870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -4487869.000000 Penalty: 5221.134277
	Iteration 40F: 3 clusters Score -4487869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 2767 members 
Mstep: Class 3 contains 29190 members 
Mstep: Class 4 contains 15695 members 
Mstep: Class 5 contains 27521 members 
Mstep: Class 6 contains 16960 members 
Mstep: Class 7 contains 1827 members 
Mstep: Class 8 contains 95240 members 
Mstep: Class 9 contains 10277 members 
Mstep: Class 10 contains 4645 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 5274 members 
Mstep: Class 13 contains 1957 members 
Mstep: Class 14 contains 3678 members 
Mstep: Class 15 contains 48612 members 
Mstep: Class 16 contains 34492 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 115180 members 
Mstep: Class 20 contains 235657 members 
Mstep: Class 21 contains 9769 members 
Entering Unmasked Estep 
Score: -80023096.000000 Penalty: 69967.726562
Splitting cluster 5 changes total score from -80020440.000000 to -80023096.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (16960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Entering Unmasked Estep 
Score: -2035774.875000 Penalty: 2415.176025
	Iteration 0F: 2 clusters Score -2035775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2023663.875000 Penalty: 4830.352051
	Iteration 0F: 3 clusters Score -2023664 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2027683.375000 Penalty: 4830.352051
	Iteration 1F: 3 clusters Score -2027683 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2028220.375000 Penalty: 4830.352051
	Iteration 2F: 3 clusters Score -2028220 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2028657.375000 Penalty: 4830.352051
	Iteration 3F: 3 clusters Score -2028657 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2029057.375000 Penalty: 4830.352051
	Iteration 4F: 3 clusters Score -2029057 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2029446.375000 Penalty: 4830.352051
	Iteration 5Q: 3 clusters Score -2029446 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2029774.500000 Penalty: 4830.352051
	Iteration 6Q: 3 clusters Score -2029774 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2030088.375000 Penalty: 4830.352051
	Iteration 7Q: 3 clusters Score -2030088 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2030385.250000 Penalty: 4830.352051
	Iteration 8Q: 3 clusters Score -2030385 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2030658.000000 Penalty: 4830.352051
	Iteration 9Q: 3 clusters Score -2030658 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2030903.625000 Penalty: 4830.352051
	Iteration 10Q: 3 clusters Score -2030904 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2031165.750000 Penalty: 4830.352051
	Iteration 11Q: 3 clusters Score -2031166 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2031436.750000 Penalty: 4830.352051
	Iteration 12Q: 3 clusters Score -2031437 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2031734.500000 Penalty: 4830.352051
	Iteration 13Q: 3 clusters Score -2031734 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2032052.625000 Penalty: 4830.352051
	Iteration 14Q: 3 clusters Score -2032053 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2032382.000000 Penalty: 4830.352051
	Iteration 15Q: 3 clusters Score -2032382 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2032672.375000 Penalty: 4830.352051
	Iteration 16Q: 3 clusters Score -2032672 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2032889.875000 Penalty: 4830.352051
	Iteration 17Q: 3 clusters Score -2032890 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2033079.750000 Penalty: 4830.352051
	Iteration 18Q: 3 clusters Score -2033080 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2033227.250000 Penalty: 4830.352051
	Iteration 19Q: 3 clusters Score -2033227 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2033343.250000 Penalty: 4830.352051
	Iteration 20F: 3 clusters Score -2033343 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2033429.875000 Penalty: 4830.352051
	Iteration 21Q: 3 clusters Score -2033430 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2033486.000000 Penalty: 4830.352051
	Iteration 22Q: 3 clusters Score -2033486 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2033546.625000 Penalty: 4830.352051
	Iteration 23Q: 3 clusters Score -2033547 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2033590.250000 Penalty: 4830.352051
	Iteration 24Q: 3 clusters Score -2033590 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2033613.125000 Penalty: 4830.352051
	Iteration 25Q: 3 clusters Score -2033613 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2033644.375000 Penalty: 4830.352051
	Iteration 26Q: 3 clusters Score -2033644 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2033675.375000 Penalty: 4830.352051
	Iteration 27Q: 3 clusters Score -2033675 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2033699.875000 Penalty: 4830.352051
	Iteration 28Q: 3 clusters Score -2033700 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2033710.000000 Penalty: 4830.352051
	Iteration 29Q: 3 clusters Score -2033710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2033730.250000 Penalty: 4830.352051
	Iteration 30Q: 3 clusters Score -2033730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2033754.375000 Penalty: 4830.352051
	Iteration 31Q: 3 clusters Score -2033754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2033762.000000 Penalty: 4830.352051
	Iteration 32Q: 3 clusters Score -2033762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2033774.500000 Penalty: 4830.352051
	Iteration 33Q: 3 clusters Score -2033774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2033792.875000 Penalty: 4830.352051
	Iteration 34Q: 3 clusters Score -2033793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2033800.500000 Penalty: 4830.352051
	Iteration 35Q: 3 clusters Score -2033800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2033805.375000 Penalty: 4830.352051
	Iteration 36Q: 3 clusters Score -2033805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2033812.000000 Penalty: 4830.352051
	Iteration 37Q: 3 clusters Score -2033812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2033815.750000 Penalty: 4830.352051
	Iteration 38Q: 3 clusters Score -2033816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2033818.250000 Penalty: 4830.352051
	Iteration 39Q: 3 clusters Score -2033818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2033822.125000 Penalty: 4830.352051
	Iteration 40F: 3 clusters Score -2033822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2033826.000000 Penalty: 4830.352051
	Iteration 41Q: 3 clusters Score -2033826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2033829.875000 Penalty: 4830.352051
	Iteration 42Q: 3 clusters Score -2033830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2033836.125000 Penalty: 4830.352051
	Iteration 43Q: 3 clusters Score -2033836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2033839.500000 Penalty: 4830.352051
	Iteration 44Q: 3 clusters Score -2033840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2033840.750000 Penalty: 4830.352051
	Iteration 45Q: 3 clusters Score -2033841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2033845.250000 Penalty: 4830.352051
	Iteration 46Q: 3 clusters Score -2033845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2033847.750000 Penalty: 4830.352051
	Iteration 47Q: 3 clusters Score -2033848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2033857.625000 Penalty: 4830.352051
	Iteration 48Q: 3 clusters Score -2033858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2033858.125000 Penalty: 4830.352051
	Iteration 49Q: 3 clusters Score -2033858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2033864.125000 Penalty: 4830.352051
	Iteration 50Q: 3 clusters Score -2033864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2033862.375000 Penalty: 4830.352051
	Iteration 51Q: 3 clusters Score -2033862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2033863.250000 Penalty: 4830.352051
	Iteration 52Q: 3 clusters Score -2033863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2033863.125000 Penalty: 4830.352051
	Iteration 53Q: 3 clusters Score -2033863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2033863.125000 Penalty: 4830.352051
	Iteration 54F: 3 clusters Score -2033863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Entering Unmasked Estep 
Score: -217207.968750 Penalty: 1862.586670
	Iteration 0F: 2 clusters Score -217208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -214701.296875 Penalty: 3725.173340
	Iteration 0F: 3 clusters Score -214701.3 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -215146.078125 Penalty: 3725.173340
	Iteration 1F: 3 clusters Score -215146.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -215267.656250 Penalty: 3725.173340
	Iteration 2F: 3 clusters Score -215267.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -215316.890625 Penalty: 3725.173340
	Iteration 3Q: 3 clusters Score -215316.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -215354.468750 Penalty: 3725.173340
	Iteration 4Q: 3 clusters Score -215354.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -215377.781250 Penalty: 3725.173340
	Iteration 5Q: 3 clusters Score -215377.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -215391.265625 Penalty: 3725.173340
	Iteration 6Q: 3 clusters Score -215391.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -215402.171875 Penalty: 3725.173340
	Iteration 7Q: 3 clusters Score -215402.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -215410.296875 Penalty: 3725.173340
	Iteration 8Q: 3 clusters Score -215410.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -215418.765625 Penalty: 3725.173340
	Iteration 9Q: 3 clusters Score -215418.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -215424.812500 Penalty: 3725.173340
	Iteration 10Q: 3 clusters Score -215424.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -215431.328125 Penalty: 3725.173340
	Iteration 11Q: 3 clusters Score -215431.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -215439.015625 Penalty: 3725.173340
	Iteration 12Q: 3 clusters Score -215439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -215446.156250 Penalty: 3725.173340
	Iteration 13Q: 3 clusters Score -215446.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -215456.500000 Penalty: 3725.173340
	Iteration 14Q: 3 clusters Score -215456.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -215460.000000 Penalty: 3725.173340
	Iteration 15Q: 3 clusters Score -215460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -215461.640625 Penalty: 3725.173340
	Iteration 16Q: 3 clusters Score -215461.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -215463.453125 Penalty: 3725.173340
	Iteration 17Q: 3 clusters Score -215463.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -215465.453125 Penalty: 3725.173340
	Iteration 18Q: 3 clusters Score -215465.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -215465.812500 Penalty: 3725.173340
	Iteration 19Q: 3 clusters Score -215465.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -215467.031250 Penalty: 3725.173340
	Iteration 20F: 3 clusters Score -215467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -215470.375000 Penalty: 3725.173340
	Iteration 21Q: 3 clusters Score -215470.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -215473.984375 Penalty: 3725.173340
	Iteration 22Q: 3 clusters Score -215474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -215473.984375 Penalty: 3725.173340
	Iteration 23F: 3 clusters Score -215474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (95240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95240 members 
Entering Unmasked Estep 
Score: -11400160.000000 Penalty: 2843.110596
	Iteration 0F: 2 clusters Score -1.140016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -11336692.000000 Penalty: 5686.221191
	Iteration 0F: 3 clusters Score -1.133669e+07 nChanged 44759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -11362283.000000 Penalty: 5686.221191
	Iteration 1F: 3 clusters Score -1.136228e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -11363212.000000 Penalty: 5686.221191
	Iteration 2Q: 3 clusters Score -1.136321e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -11364410.000000 Penalty: 5686.221191
	Iteration 3Q: 3 clusters Score -1.136441e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -11366258.000000 Penalty: 5686.221191
	Iteration 4Q: 3 clusters Score -1.136626e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -11368790.000000 Penalty: 5686.221191
	Iteration 5Q: 3 clusters Score -1.136879e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -11372306.000000 Penalty: 5686.221191
	Iteration 6F: 3 clusters Score -1.137231e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -11376591.000000 Penalty: 5686.221191
	Iteration 7F: 3 clusters Score -1.137659e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65717 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -11380927.000000 Penalty: 5686.221191
	Iteration 8F: 3 clusters Score -1.138093e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68102 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -11384265.000000 Penalty: 5686.221191
	Iteration 9F: 3 clusters Score -1.138426e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70154 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -11386116.000000 Penalty: 5686.221191
	Iteration 10Q: 3 clusters Score -1.138612e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72085 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -11387214.000000 Penalty: 5686.221191
	Iteration 11Q: 3 clusters Score -1.138721e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74042 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -11388201.000000 Penalty: 5686.221191
	Iteration 12Q: 3 clusters Score -1.13882e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75990 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -11389319.000000 Penalty: 5686.221191
	Iteration 13Q: 3 clusters Score -1.138932e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77868 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -11390435.000000 Penalty: 5686.221191
	Iteration 14Q: 3 clusters Score -1.139044e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79598 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -11391429.000000 Penalty: 5686.221191
	Iteration 15Q: 3 clusters Score -1.139143e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81211 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -11392461.000000 Penalty: 5686.221191
	Iteration 16Q: 3 clusters Score -1.139246e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82712 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -11393335.000000 Penalty: 5686.221191
	Iteration 17Q: 3 clusters Score -1.139334e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83978 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -11394040.000000 Penalty: 5686.221191
	Iteration 18Q: 3 clusters Score -1.139404e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85166 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -11394652.000000 Penalty: 5686.221191
	Iteration 19Q: 3 clusters Score -1.139465e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86220 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -11395131.000000 Penalty: 5686.221191
	Iteration 20F: 3 clusters Score -1.139513e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87127 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -11395552.000000 Penalty: 5686.221191
	Iteration 21Q: 3 clusters Score -1.139555e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87942 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -11395899.000000 Penalty: 5686.221191
	Iteration 22Q: 3 clusters Score -1.13959e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88659 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -11396158.000000 Penalty: 5686.221191
	Iteration 23Q: 3 clusters Score -1.139616e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89274 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -11396295.000000 Penalty: 5686.221191
	Iteration 24Q: 3 clusters Score -1.13963e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89808 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -11396489.000000 Penalty: 5686.221191
	Iteration 25Q: 3 clusters Score -1.139649e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90303 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -11396665.000000 Penalty: 5686.221191
	Iteration 26Q: 3 clusters Score -1.139666e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90716 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -11396820.000000 Penalty: 5686.221191
	Iteration 27Q: 3 clusters Score -1.139682e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91052 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -11396911.000000 Penalty: 5686.221191
	Iteration 28Q: 3 clusters Score -1.139691e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91363 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -11396981.000000 Penalty: 5686.221191
	Iteration 29Q: 3 clusters Score -1.139698e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91646 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -11397129.000000 Penalty: 5686.221191
	Iteration 30Q: 3 clusters Score -1.139713e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91921 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -11397233.000000 Penalty: 5686.221191
	Iteration 31Q: 3 clusters Score -1.139723e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92147 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -11397342.000000 Penalty: 5686.221191
	Iteration 32Q: 3 clusters Score -1.139734e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92326 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -11397399.000000 Penalty: 5686.221191
	Iteration 33Q: 3 clusters Score -1.13974e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92478 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -11397453.000000 Penalty: 5686.221191
	Iteration 34Q: 3 clusters Score -1.139745e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92616 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -11397517.000000 Penalty: 5686.221191
	Iteration 35Q: 3 clusters Score -1.139752e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92749 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -11397580.000000 Penalty: 5686.221191
	Iteration 36Q: 3 clusters Score -1.139758e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92887 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -11397594.000000 Penalty: 5686.221191
	Iteration 37Q: 3 clusters Score -1.139759e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92990 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -11397632.000000 Penalty: 5686.221191
	Iteration 38Q: 3 clusters Score -1.139763e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93081 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -11397661.000000 Penalty: 5686.221191
	Iteration 39Q: 3 clusters Score -1.139766e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93151 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -11397689.000000 Penalty: 5686.221191
	Iteration 40F: 3 clusters Score -1.139769e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93226 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -11397706.000000 Penalty: 5686.221191
	Iteration 41Q: 3 clusters Score -1.139771e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93285 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -11397733.000000 Penalty: 5686.221191
	Iteration 42Q: 3 clusters Score -1.139773e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93343 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -11397753.000000 Penalty: 5686.221191
	Iteration 43Q: 3 clusters Score -1.139775e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93389 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -11397755.000000 Penalty: 5686.221191
	Iteration 44Q: 3 clusters Score -1.139776e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93425 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -11397770.000000 Penalty: 5686.221191
	Iteration 45Q: 3 clusters Score -1.139777e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93455 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -11397790.000000 Penalty: 5686.221191
	Iteration 46Q: 3 clusters Score -1.139779e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93478 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -11397797.000000 Penalty: 5686.221191
	Iteration 47Q: 3 clusters Score -1.13978e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93495 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -11397801.000000 Penalty: 5686.221191
	Iteration 48Q: 3 clusters Score -1.13978e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93505 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -11397811.000000 Penalty: 5686.221191
	Iteration 49Q: 3 clusters Score -1.139781e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93527 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -11397821.000000 Penalty: 5686.221191
	Iteration 50Q: 3 clusters Score -1.139782e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93544 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -11397820.000000 Penalty: 5686.221191
	Iteration 51Q: 3 clusters Score -1.139782e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93556 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -11397830.000000 Penalty: 5686.221191
	Iteration 52Q: 3 clusters Score -1.139783e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93566 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -11397840.000000 Penalty: 5686.221191
	Iteration 53Q: 3 clusters Score -1.139784e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93576 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -11397844.000000 Penalty: 5686.221191
	Iteration 54Q: 3 clusters Score -1.139784e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93587 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -11397841.000000 Penalty: 5686.221191
	Iteration 55Q: 3 clusters Score -1.139784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93596 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -11397844.000000 Penalty: 5686.221191
	Iteration 56Q: 3 clusters Score -1.139784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93605 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -11397849.000000 Penalty: 5686.221191
	Iteration 57Q: 3 clusters Score -1.139785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93612 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -11397853.000000 Penalty: 5686.221191
	Iteration 58Q: 3 clusters Score -1.139785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93619 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -11397843.000000 Penalty: 5686.221191
	Iteration 59Q: 3 clusters Score -1.139784e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93625 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -11397846.000000 Penalty: 5686.221191
	Iteration 60F: 3 clusters Score -1.139785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93633 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -11397844.000000 Penalty: 5686.221191
	Iteration 61Q: 3 clusters Score -1.139784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93638 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -11397856.000000 Penalty: 5686.221191
	Iteration 62Q: 3 clusters Score -1.139786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93644 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -11397855.000000 Penalty: 5686.221191
	Iteration 63Q: 3 clusters Score -1.139786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93647 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -11397856.000000 Penalty: 5686.221191
	Iteration 64Q: 3 clusters Score -1.139786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93652 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -11397857.000000 Penalty: 5686.221191
	Iteration 65Q: 3 clusters Score -1.139786e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93659 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -11397847.000000 Penalty: 5686.221191
	Iteration 66Q: 3 clusters Score -1.139785e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93672 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -11397856.000000 Penalty: 5686.221191
	Iteration 67Q: 3 clusters Score -1.139786e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93688 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -11397863.000000 Penalty: 5686.221191
	Iteration 68Q: 3 clusters Score -1.139786e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93706 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -11397871.000000 Penalty: 5686.221191
	Iteration 69Q: 3 clusters Score -1.139787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93716 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -11397877.000000 Penalty: 5686.221191
	Iteration 70Q: 3 clusters Score -1.139788e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93730 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -11397884.000000 Penalty: 5686.221191
	Iteration 71Q: 3 clusters Score -1.139788e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93743 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -11397878.000000 Penalty: 5686.221191
	Iteration 72Q: 3 clusters Score -1.139788e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93757 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -11397882.000000 Penalty: 5686.221191
	Iteration 73Q: 3 clusters Score -1.139788e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93773 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -11397879.000000 Penalty: 5686.221191
	Iteration 74Q: 3 clusters Score -1.139788e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93785 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -11397890.000000 Penalty: 5686.221191
	Iteration 75Q: 3 clusters Score -1.139789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93789 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -11397893.000000 Penalty: 5686.221191
	Iteration 76Q: 3 clusters Score -1.139789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93797 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -11397895.000000 Penalty: 5686.221191
	Iteration 77Q: 3 clusters Score -1.13979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93804 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -11397909.000000 Penalty: 5686.221191
	Iteration 78Q: 3 clusters Score -1.139791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93810 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -11397913.000000 Penalty: 5686.221191
	Iteration 79Q: 3 clusters Score -1.139791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93813 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -11397925.000000 Penalty: 5686.221191
	Iteration 80F: 3 clusters Score -1.139792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93818 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -11397916.000000 Penalty: 5686.221191
	Iteration 81Q: 3 clusters Score -1.139792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93818 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -11397916.000000 Penalty: 5686.221191
	Iteration 82Q: 3 clusters Score -1.139792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93821 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -11397919.000000 Penalty: 5686.221191
	Iteration 83Q: 3 clusters Score -1.139792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93822 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -11397924.000000 Penalty: 5686.221191
	Iteration 84Q: 3 clusters Score -1.139792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93822 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -11397924.000000 Penalty: 5686.221191
	Iteration 85F: 3 clusters Score -1.139792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Entering Unmasked Estep 
Score: -1227908.375000 Penalty: 2290.940430
	Iteration 0F: 2 clusters Score -1227908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1220151.875000 Penalty: 4581.880859
	Iteration 0F: 3 clusters Score -1220152 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1222296.625000 Penalty: 4581.880859
	Iteration 1F: 3 clusters Score -1222297 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1222589.000000 Penalty: 4581.880859
	Iteration 2F: 3 clusters Score -1222589 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1222819.000000 Penalty: 4581.880859
	Iteration 3Q: 3 clusters Score -1222819 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1223083.750000 Penalty: 4581.880859
	Iteration 4Q: 3 clusters Score -1223084 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1223519.125000 Penalty: 4581.880859
	Iteration 5Q: 3 clusters Score -1223519 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1224221.125000 Penalty: 4581.880859
	Iteration 6F: 3 clusters Score -1224221 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1224931.625000 Penalty: 4581.880859
	Iteration 7F: 3 clusters Score -1224932 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1225484.625000 Penalty: 4581.880859
	Iteration 8F: 3 clusters Score -1225485 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1225891.625000 Penalty: 4581.880859
	Iteration 9F: 3 clusters Score -1225892 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1226225.000000 Penalty: 4581.880859
	Iteration 10Q: 3 clusters Score -1226225 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1226476.500000 Penalty: 4581.880859
	Iteration 11Q: 3 clusters Score -1226476 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1226707.750000 Penalty: 4581.880859
	Iteration 12Q: 3 clusters Score -1226708 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1226945.250000 Penalty: 4581.880859
	Iteration 13Q: 3 clusters Score -1226945 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1227287.625000 Penalty: 4581.880859
	Iteration 14Q: 3 clusters Score -1227288 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1227537.250000 Penalty: 4581.880859
	Iteration 15Q: 3 clusters Score -1227537 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1227644.250000 Penalty: 4581.880859
	Iteration 16Q: 3 clusters Score -1227644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1227697.375000 Penalty: 4581.880859
	Iteration 17Q: 3 clusters Score -1227697 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1227730.125000 Penalty: 4581.880859
	Iteration 18Q: 3 clusters Score -1227730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1227753.625000 Penalty: 4581.880859
	Iteration 19Q: 3 clusters Score -1227754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1227768.875000 Penalty: 4581.880859
	Iteration 20F: 3 clusters Score -1227769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1227775.000000 Penalty: 4581.880859
	Iteration 21Q: 3 clusters Score -1227775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1227783.500000 Penalty: 4581.880859
	Iteration 22Q: 3 clusters Score -1227784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1227785.125000 Penalty: 4581.880859
	Iteration 23Q: 3 clusters Score -1227785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1227789.625000 Penalty: 4581.880859
	Iteration 24Q: 3 clusters Score -1227790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1227789.875000 Penalty: 4581.880859
	Iteration 25Q: 3 clusters Score -1227790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1227792.000000 Penalty: 4581.880859
	Iteration 26Q: 3 clusters Score -1227792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1227792.500000 Penalty: 4581.880859
	Iteration 27Q: 3 clusters Score -1227792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1227792.500000 Penalty: 4581.880859
	Iteration 28F: 3 clusters Score -1227792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Entering Unmasked Estep 
Score: -561016.687500 Penalty: 2093.999512
	Iteration 0F: 2 clusters Score -561016.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -556780.312500 Penalty: 4187.999023
	Iteration 0F: 3 clusters Score -556780.3 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -557844.375000 Penalty: 4187.999023
	Iteration 1F: 3 clusters Score -557844.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -558245.687500 Penalty: 4187.999023
	Iteration 2F: 3 clusters Score -558245.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -558598.000000 Penalty: 4187.999023
	Iteration 3F: 3 clusters Score -558598 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -558947.250000 Penalty: 4187.999023
	Iteration 4F: 3 clusters Score -558947.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -559253.500000 Penalty: 4187.999023
	Iteration 5F: 3 clusters Score -559253.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -559548.000000 Penalty: 4187.999023
	Iteration 6F: 3 clusters Score -559548 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -559749.875000 Penalty: 4187.999023
	Iteration 7Q: 3 clusters Score -559749.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -559898.125000 Penalty: 4187.999023
	Iteration 8Q: 3 clusters Score -559898.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -559982.562500 Penalty: 4187.999023
	Iteration 9Q: 3 clusters Score -559982.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -560025.250000 Penalty: 4187.999023
	Iteration 10Q: 3 clusters Score -560025.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -560051.625000 Penalty: 4187.999023
	Iteration 11Q: 3 clusters Score -560051.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -560072.187500 Penalty: 4187.999023
	Iteration 12Q: 3 clusters Score -560072.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -560091.562500 Penalty: 4187.999023
	Iteration 13Q: 3 clusters Score -560091.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -560107.187500 Penalty: 4187.999023
	Iteration 14Q: 3 clusters Score -560107.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -560122.687500 Penalty: 4187.999023
	Iteration 15Q: 3 clusters Score -560122.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -560133.687500 Penalty: 4187.999023
	Iteration 16Q: 3 clusters Score -560133.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -560146.875000 Penalty: 4187.999023
	Iteration 17Q: 3 clusters Score -560146.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -560159.250000 Penalty: 4187.999023
	Iteration 18Q: 3 clusters Score -560159.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -560165.500000 Penalty: 4187.999023
	Iteration 19Q: 3 clusters Score -560165.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -560177.687500 Penalty: 4187.999023
	Iteration 20F: 3 clusters Score -560177.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -560188.687500 Penalty: 4187.999023
	Iteration 21Q: 3 clusters Score -560188.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -560197.875000 Penalty: 4187.999023
	Iteration 22Q: 3 clusters Score -560197.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -560204.750000 Penalty: 4187.999023
	Iteration 23Q: 3 clusters Score -560204.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -560213.125000 Penalty: 4187.999023
	Iteration 24Q: 3 clusters Score -560213.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -560219.312500 Penalty: 4187.999023
	Iteration 25Q: 3 clusters Score -560219.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -560225.625000 Penalty: 4187.999023
	Iteration 26Q: 3 clusters Score -560225.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -560228.562500 Penalty: 4187.999023
	Iteration 27Q: 3 clusters Score -560228.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -560229.875000 Penalty: 4187.999023
	Iteration 28Q: 3 clusters Score -560229.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -560231.625000 Penalty: 4187.999023
	Iteration 29Q: 3 clusters Score -560231.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -560232.625000 Penalty: 4187.999023
	Iteration 30Q: 3 clusters Score -560232.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -560233.187500 Penalty: 4187.999023
	Iteration 31Q: 3 clusters Score -560233.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -560235.687500 Penalty: 4187.999023
	Iteration 32Q: 3 clusters Score -560235.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -560237.937500 Penalty: 4187.999023
	Iteration 33Q: 3 clusters Score -560237.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -560241.187500 Penalty: 4187.999023
	Iteration 34Q: 3 clusters Score -560241.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -560243.000000 Penalty: 4187.999023
	Iteration 35Q: 3 clusters Score -560243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -560243.937500 Penalty: 4187.999023
	Iteration 36Q: 3 clusters Score -560243.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -560243.937500 Penalty: 4187.999023
	Iteration 37F: 3 clusters Score -560243.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -60594.246094 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -60594.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -59152.671875 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -59152.67 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59560.363281 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -59560.36 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -59912.332031 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -59912.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -60162.488281 Penalty: 3184.317383
	Iteration 3F: 3 clusters Score -60162.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -60314.550781 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -60314.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -60385.953125 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -60385.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -60437.656250 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -60437.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -60470.914062 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -60470.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -60483.652344 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -60483.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -60484.734375 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -60484.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -60489.750000 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -60489.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -60507.000000 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -60507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -60510.457031 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -60510.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -60511.781250 Penalty: 3184.317383
	Iteration 13Q: 3 clusters Score -60511.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -60513.578125 Penalty: 3184.317383
	Iteration 14Q: 3 clusters Score -60513.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -60516.417969 Penalty: 3184.317383
	Iteration 15Q: 3 clusters Score -60516.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -60518.078125 Penalty: 3184.317383
	Iteration 16Q: 3 clusters Score -60518.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -60520.199219 Penalty: 3184.317383
	Iteration 17Q: 3 clusters Score -60520.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -60523.304688 Penalty: 3184.317383
	Iteration 18Q: 3 clusters Score -60523.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -60529.269531 Penalty: 3184.317383
	Iteration 19Q: 3 clusters Score -60529.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -60530.718750 Penalty: 3184.317383
	Iteration 20F: 3 clusters Score -60530.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -594354.375000 Penalty: 2125.494873
	Iteration 0F: 2 clusters Score -594354.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -589644.062500 Penalty: 4250.989746
	Iteration 0F: 3 clusters Score -589644.1 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -590832.937500 Penalty: 4250.989746
	Iteration 1F: 3 clusters Score -590832.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -591026.625000 Penalty: 4250.989746
	Iteration 2F: 3 clusters Score -591026.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -591169.875000 Penalty: 4250.989746
	Iteration 3Q: 3 clusters Score -591169.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -591270.562500 Penalty: 4250.989746
	Iteration 4Q: 3 clusters Score -591270.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -591334.437500 Penalty: 4250.989746
	Iteration 5Q: 3 clusters Score -591334.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -591382.750000 Penalty: 4250.989746
	Iteration 6Q: 3 clusters Score -591382.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -591423.500000 Penalty: 4250.989746
	Iteration 7Q: 3 clusters Score -591423.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -591462.562500 Penalty: 4250.989746
	Iteration 8Q: 3 clusters Score -591462.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -591493.937500 Penalty: 4250.989746
	Iteration 9Q: 3 clusters Score -591493.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -591526.187500 Penalty: 4250.989746
	Iteration 10Q: 3 clusters Score -591526.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -591558.625000 Penalty: 4250.989746
	Iteration 11Q: 3 clusters Score -591558.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -591591.187500 Penalty: 4250.989746
	Iteration 12Q: 3 clusters Score -591591.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -591615.187500 Penalty: 4250.989746
	Iteration 13Q: 3 clusters Score -591615.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -591636.437500 Penalty: 4250.989746
	Iteration 14Q: 3 clusters Score -591636.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -591656.312500 Penalty: 4250.989746
	Iteration 15Q: 3 clusters Score -591656.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -591674.875000 Penalty: 4250.989746
	Iteration 16Q: 3 clusters Score -591674.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -591694.500000 Penalty: 4250.989746
	Iteration 17Q: 3 clusters Score -591694.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -591722.625000 Penalty: 4250.989746
	Iteration 18Q: 3 clusters Score -591722.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -591753.937500 Penalty: 4250.989746
	Iteration 19Q: 3 clusters Score -591753.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -591790.562500 Penalty: 4250.989746
	Iteration 20F: 3 clusters Score -591790.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -591828.312500 Penalty: 4250.989746
	Iteration 21Q: 3 clusters Score -591828.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -591872.187500 Penalty: 4250.989746
	Iteration 22Q: 3 clusters Score -591872.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -591917.750000 Penalty: 4250.989746
	Iteration 23Q: 3 clusters Score -591917.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -591974.125000 Penalty: 4250.989746
	Iteration 24Q: 3 clusters Score -591974.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -592030.437500 Penalty: 4250.989746
	Iteration 25Q: 3 clusters Score -592030.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -592098.000000 Penalty: 4250.989746
	Iteration 26Q: 3 clusters Score -592098 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -592159.875000 Penalty: 4250.989746
	Iteration 27Q: 3 clusters Score -592159.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -592220.062500 Penalty: 4250.989746
	Iteration 28Q: 3 clusters Score -592220.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -592260.250000 Penalty: 4250.989746
	Iteration 29Q: 3 clusters Score -592260.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -592301.187500 Penalty: 4250.989746
	Iteration 30Q: 3 clusters Score -592301.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -592339.312500 Penalty: 4250.989746
	Iteration 31Q: 3 clusters Score -592339.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -592370.812500 Penalty: 4250.989746
	Iteration 32Q: 3 clusters Score -592370.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -592402.250000 Penalty: 4250.989746
	Iteration 33Q: 3 clusters Score -592402.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -592435.562500 Penalty: 4250.989746
	Iteration 34Q: 3 clusters Score -592435.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -592467.250000 Penalty: 4250.989746
	Iteration 35Q: 3 clusters Score -592467.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -592506.312500 Penalty: 4250.989746
	Iteration 36Q: 3 clusters Score -592506.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -592557.000000 Penalty: 4250.989746
	Iteration 37Q: 3 clusters Score -592557 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -592593.500000 Penalty: 4250.989746
	Iteration 38Q: 3 clusters Score -592593.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -592623.750000 Penalty: 4250.989746
	Iteration 39Q: 3 clusters Score -592623.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -592652.062500 Penalty: 4250.989746
	Iteration 40F: 3 clusters Score -592652.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -592674.562500 Penalty: 4250.989746
	Iteration 41Q: 3 clusters Score -592674.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -592694.812500 Penalty: 4250.989746
	Iteration 42Q: 3 clusters Score -592694.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -592706.312500 Penalty: 4250.989746
	Iteration 43Q: 3 clusters Score -592706.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -592716.687500 Penalty: 4250.989746
	Iteration 44Q: 3 clusters Score -592716.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -592728.062500 Penalty: 4250.989746
	Iteration 45Q: 3 clusters Score -592728.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -592739.000000 Penalty: 4250.989746
	Iteration 46Q: 3 clusters Score -592739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -592747.812500 Penalty: 4250.989746
	Iteration 47Q: 3 clusters Score -592747.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -592758.187500 Penalty: 4250.989746
	Iteration 48Q: 3 clusters Score -592758.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -592766.750000 Penalty: 4250.989746
	Iteration 49Q: 3 clusters Score -592766.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -592769.062500 Penalty: 4250.989746
	Iteration 50Q: 3 clusters Score -592769.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -592773.312500 Penalty: 4250.989746
	Iteration 51Q: 3 clusters Score -592773.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -592777.562500 Penalty: 4250.989746
	Iteration 52Q: 3 clusters Score -592777.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -592777.812500 Penalty: 4250.989746
	Iteration 53Q: 3 clusters Score -592777.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -592779.062500 Penalty: 4250.989746
	Iteration 54Q: 3 clusters Score -592779.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -592783.375000 Penalty: 4250.989746
	Iteration 55Q: 3 clusters Score -592783.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -592785.562500 Penalty: 4250.989746
	Iteration 56Q: 3 clusters Score -592785.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -592787.375000 Penalty: 4250.989746
	Iteration 57Q: 3 clusters Score -592787.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -592789.437500 Penalty: 4250.989746
	Iteration 58Q: 3 clusters Score -592789.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -592790.250000 Penalty: 4250.989746
	Iteration 59Q: 3 clusters Score -592790.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -592792.250000 Penalty: 4250.989746
	Iteration 60F: 3 clusters Score -592792.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -592795.937500 Penalty: 4250.989746
	Iteration 61Q: 3 clusters Score -592795.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -592796.875000 Penalty: 4250.989746
	Iteration 62Q: 3 clusters Score -592796.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -592798.000000 Penalty: 4250.989746
	Iteration 63Q: 3 clusters Score -592798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -592798.125000 Penalty: 4250.989746
	Iteration 64Q: 3 clusters Score -592798.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -592798.937500 Penalty: 4250.989746
	Iteration 65Q: 3 clusters Score -592798.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -592800.062500 Penalty: 4250.989746
	Iteration 66Q: 3 clusters Score -592800.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -592801.375000 Penalty: 4250.989746
	Iteration 67Q: 3 clusters Score -592801.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -592803.500000 Penalty: 4250.989746
	Iteration 68Q: 3 clusters Score -592803.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -592805.125000 Penalty: 4250.989746
	Iteration 69Q: 3 clusters Score -592805.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -592808.312500 Penalty: 4250.989746
	Iteration 70Q: 3 clusters Score -592808.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -592812.562500 Penalty: 4250.989746
	Iteration 71Q: 3 clusters Score -592812.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -592813.125000 Penalty: 4250.989746
	Iteration 72Q: 3 clusters Score -592813.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -592813.750000 Penalty: 4250.989746
	Iteration 73Q: 3 clusters Score -592813.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -592814.562500 Penalty: 4250.989746
	Iteration 74Q: 3 clusters Score -592814.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -592817.000000 Penalty: 4250.989746
	Iteration 75Q: 3 clusters Score -592817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -592817.875000 Penalty: 4250.989746
	Iteration 76Q: 3 clusters Score -592817.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -592818.750000 Penalty: 4250.989746
	Iteration 77Q: 3 clusters Score -592818.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -592818.750000 Penalty: 4250.989746
	Iteration 78F: 3 clusters Score -592818.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Entering Unmasked Estep 
Score: -210485.734375 Penalty: 1879.633667
	Iteration 0F: 2 clusters Score -210485.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -207912.109375 Penalty: 3759.267334
	Iteration 0F: 3 clusters Score -207912.1 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -208411.921875 Penalty: 3759.267334
	Iteration 1F: 3 clusters Score -208411.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -208557.234375 Penalty: 3759.267334
	Iteration 2F: 3 clusters Score -208557.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -208654.703125 Penalty: 3759.267334
	Iteration 3Q: 3 clusters Score -208654.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -208756.328125 Penalty: 3759.267334
	Iteration 4Q: 3 clusters Score -208756.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -208943.859375 Penalty: 3759.267334
	Iteration 5Q: 3 clusters Score -208943.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -209285.062500 Penalty: 3759.267334
	Iteration 6F: 3 clusters Score -209285.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -209816.906250 Penalty: 3759.267334
	Iteration 7F: 3 clusters Score -209816.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -210257.937500 Penalty: 3759.267334
	Iteration 8F: 3 clusters Score -210257.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -210530.250000 Penalty: 3759.267334
	Iteration 9Q: 3 clusters Score -210530.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -210783.250000 Penalty: 3759.267334
	Iteration 10Q: 3 clusters Score -210783.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -210940.265625 Penalty: 3759.267334
	Iteration 11Q: 3 clusters Score -210940.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -210982.468750 Penalty: 3759.267334
	Iteration 12Q: 3 clusters Score -210982.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -211001.328125 Penalty: 3759.267334
	Iteration 13Q: 3 clusters Score -211001.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -211013.859375 Penalty: 3759.267334
	Iteration 14Q: 3 clusters Score -211013.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -211023.656250 Penalty: 3759.267334
	Iteration 15Q: 3 clusters Score -211023.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -211032.437500 Penalty: 3759.267334
	Iteration 16Q: 3 clusters Score -211032.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -211037.187500 Penalty: 3759.267334
	Iteration 17Q: 3 clusters Score -211037.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -211038.156250 Penalty: 3759.267334
	Iteration 18Q: 3 clusters Score -211038.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -211038.156250 Penalty: 3759.267334
	Iteration 19F: 3 clusters Score -211038.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 2767 members 
Mstep: Class 3 contains 29190 members 
Mstep: Class 4 contains 15695 members 
Mstep: Class 5 contains 27521 members 
Mstep: Class 6 contains 16960 members 
Mstep: Class 7 contains 1827 members 
Mstep: Class 8 contains 95240 members 
Mstep: Class 9 contains 10277 members 
Mstep: Class 10 contains 4645 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 5274 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 3678 members 
Mstep: Class 15 contains 48612 members 
Mstep: Class 16 contains 34492 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 115180 members 
Mstep: Class 20 contains 235657 members 
Mstep: Class 21 contains 9769 members 
Mstep: Class 22 contains 1042 members 
Entering Unmasked Estep 
Score: -80022152.000000 Penalty: 73299.523438
Splitting cluster 13 changes total score from -80020440.000000 to -80022152.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 14 (3678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Entering Unmasked Estep 
Score: -437745.406250 Penalty: 2036.110718
	Iteration 0F: 2 clusters Score -437745.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -434057.312500 Penalty: 4072.221436
	Iteration 0F: 3 clusters Score -434057.3 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -434829.125000 Penalty: 4072.221436
	Iteration 1F: 3 clusters Score -434829.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -435000.031250 Penalty: 4072.221436
	Iteration 2F: 3 clusters Score -435000 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -435074.906250 Penalty: 4072.221436
	Iteration 3Q: 3 clusters Score -435074.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -435120.250000 Penalty: 4072.221436
	Iteration 4Q: 3 clusters Score -435120.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -435157.875000 Penalty: 4072.221436
	Iteration 5Q: 3 clusters Score -435157.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -435176.218750 Penalty: 4072.221436
	Iteration 6Q: 3 clusters Score -435176.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -435190.156250 Penalty: 4072.221436
	Iteration 7Q: 3 clusters Score -435190.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -435201.562500 Penalty: 4072.221436
	Iteration 8Q: 3 clusters Score -435201.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -435211.562500 Penalty: 4072.221436
	Iteration 9Q: 3 clusters Score -435211.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -435221.500000 Penalty: 4072.221436
	Iteration 10Q: 3 clusters Score -435221.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -435228.656250 Penalty: 4072.221436
	Iteration 11Q: 3 clusters Score -435228.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -435237.875000 Penalty: 4072.221436
	Iteration 12Q: 3 clusters Score -435237.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -435246.000000 Penalty: 4072.221436
	Iteration 13Q: 3 clusters Score -435246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -435256.375000 Penalty: 4072.221436
	Iteration 14Q: 3 clusters Score -435256.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -435262.843750 Penalty: 4072.221436
	Iteration 15Q: 3 clusters Score -435262.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -435269.031250 Penalty: 4072.221436
	Iteration 16Q: 3 clusters Score -435269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -435275.812500 Penalty: 4072.221436
	Iteration 17Q: 3 clusters Score -435275.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -435279.468750 Penalty: 4072.221436
	Iteration 18Q: 3 clusters Score -435279.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -435282.781250 Penalty: 4072.221436
	Iteration 19Q: 3 clusters Score -435282.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -435287.406250 Penalty: 4072.221436
	Iteration 20F: 3 clusters Score -435287.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -435292.750000 Penalty: 4072.221436
	Iteration 21Q: 3 clusters Score -435292.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -435294.843750 Penalty: 4072.221436
	Iteration 22Q: 3 clusters Score -435294.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -435299.656250 Penalty: 4072.221436
	Iteration 23Q: 3 clusters Score -435299.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -435305.406250 Penalty: 4072.221436
	Iteration 24Q: 3 clusters Score -435305.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -435310.812500 Penalty: 4072.221436
	Iteration 25Q: 3 clusters Score -435310.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -435315.687500 Penalty: 4072.221436
	Iteration 26Q: 3 clusters Score -435315.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -435319.968750 Penalty: 4072.221436
	Iteration 27Q: 3 clusters Score -435320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -435326.281250 Penalty: 4072.221436
	Iteration 28Q: 3 clusters Score -435326.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -435332.281250 Penalty: 4072.221436
	Iteration 29Q: 3 clusters Score -435332.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -435337.437500 Penalty: 4072.221436
	Iteration 30Q: 3 clusters Score -435337.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -435344.156250 Penalty: 4072.221436
	Iteration 31Q: 3 clusters Score -435344.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -435349.281250 Penalty: 4072.221436
	Iteration 32Q: 3 clusters Score -435349.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -435353.718750 Penalty: 4072.221436
	Iteration 33Q: 3 clusters Score -435353.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -435358.750000 Penalty: 4072.221436
	Iteration 34Q: 3 clusters Score -435358.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -435365.437500 Penalty: 4072.221436
	Iteration 35Q: 3 clusters Score -435365.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -435371.281250 Penalty: 4072.221436
	Iteration 36Q: 3 clusters Score -435371.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -435378.343750 Penalty: 4072.221436
	Iteration 37Q: 3 clusters Score -435378.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -435384.656250 Penalty: 4072.221436
	Iteration 38Q: 3 clusters Score -435384.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -435390.062500 Penalty: 4072.221436
	Iteration 39Q: 3 clusters Score -435390.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -435396.687500 Penalty: 4072.221436
	Iteration 40F: 3 clusters Score -435396.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -435401.156250 Penalty: 4072.221436
	Iteration 41Q: 3 clusters Score -435401.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -435405.468750 Penalty: 4072.221436
	Iteration 42Q: 3 clusters Score -435405.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -435408.875000 Penalty: 4072.221436
	Iteration 43Q: 3 clusters Score -435408.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -435415.343750 Penalty: 4072.221436
	Iteration 44Q: 3 clusters Score -435415.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -435421.156250 Penalty: 4072.221436
	Iteration 45Q: 3 clusters Score -435421.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -435424.625000 Penalty: 4072.221436
	Iteration 46Q: 3 clusters Score -435424.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -435428.812500 Penalty: 4072.221436
	Iteration 47Q: 3 clusters Score -435428.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -435433.593750 Penalty: 4072.221436
	Iteration 48Q: 3 clusters Score -435433.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -435439.625000 Penalty: 4072.221436
	Iteration 49Q: 3 clusters Score -435439.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -435446.718750 Penalty: 4072.221436
	Iteration 50Q: 3 clusters Score -435446.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -435452.687500 Penalty: 4072.221436
	Iteration 51Q: 3 clusters Score -435452.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -435460.812500 Penalty: 4072.221436
	Iteration 52Q: 3 clusters Score -435460.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -435466.156250 Penalty: 4072.221436
	Iteration 53Q: 3 clusters Score -435466.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -435469.093750 Penalty: 4072.221436
	Iteration 54Q: 3 clusters Score -435469.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -435470.750000 Penalty: 4072.221436
	Iteration 55Q: 3 clusters Score -435470.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -435473.531250 Penalty: 4072.221436
	Iteration 56Q: 3 clusters Score -435473.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -435474.656250 Penalty: 4072.221436
	Iteration 57Q: 3 clusters Score -435474.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -435476.312500 Penalty: 4072.221436
	Iteration 58Q: 3 clusters Score -435476.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -435476.875000 Penalty: 4072.221436
	Iteration 59Q: 3 clusters Score -435476.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -435480.093750 Penalty: 4072.221436
	Iteration 60F: 3 clusters Score -435480.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -435483.375000 Penalty: 4072.221436
	Iteration 61Q: 3 clusters Score -435483.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -435487.125000 Penalty: 4072.221436
	Iteration 62Q: 3 clusters Score -435487.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -435491.468750 Penalty: 4072.221436
	Iteration 63Q: 3 clusters Score -435491.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -435497.031250 Penalty: 4072.221436
	Iteration 64Q: 3 clusters Score -435497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -435506.343750 Penalty: 4072.221436
	Iteration 65Q: 3 clusters Score -435506.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -435514.937500 Penalty: 4072.221436
	Iteration 66Q: 3 clusters Score -435514.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -435518.968750 Penalty: 4072.221436
	Iteration 67Q: 3 clusters Score -435519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -435521.500000 Penalty: 4072.221436
	Iteration 68Q: 3 clusters Score -435521.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -435526.281250 Penalty: 4072.221436
	Iteration 69Q: 3 clusters Score -435526.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -435530.187500 Penalty: 4072.221436
	Iteration 70Q: 3 clusters Score -435530.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -435534.875000 Penalty: 4072.221436
	Iteration 71Q: 3 clusters Score -435534.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -435540.562500 Penalty: 4072.221436
	Iteration 72Q: 3 clusters Score -435540.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -435545.187500 Penalty: 4072.221436
	Iteration 73Q: 3 clusters Score -435545.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -435550.968750 Penalty: 4072.221436
	Iteration 74Q: 3 clusters Score -435551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -435557.468750 Penalty: 4072.221436
	Iteration 75Q: 3 clusters Score -435557.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -435562.531250 Penalty: 4072.221436
	Iteration 76Q: 3 clusters Score -435562.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -435569.250000 Penalty: 4072.221436
	Iteration 77Q: 3 clusters Score -435569.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -435575.781250 Penalty: 4072.221436
	Iteration 78Q: 3 clusters Score -435575.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -435580.062500 Penalty: 4072.221436
	Iteration 79Q: 3 clusters Score -435580.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -435586.656250 Penalty: 4072.221436
	Iteration 80F: 3 clusters Score -435586.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -435594.218750 Penalty: 4072.221436
	Iteration 81Q: 3 clusters Score -435594.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -435598.406250 Penalty: 4072.221436
	Iteration 82Q: 3 clusters Score -435598.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -435600.781250 Penalty: 4072.221436
	Iteration 83Q: 3 clusters Score -435600.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -435603.500000 Penalty: 4072.221436
	Iteration 84Q: 3 clusters Score -435603.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -435606.031250 Penalty: 4072.221436
	Iteration 85Q: 3 clusters Score -435606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -435609.750000 Penalty: 4072.221436
	Iteration 86Q: 3 clusters Score -435609.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -435613.843750 Penalty: 4072.221436
	Iteration 87Q: 3 clusters Score -435613.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -435615.031250 Penalty: 4072.221436
	Iteration 88Q: 3 clusters Score -435615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -435617.625000 Penalty: 4072.221436
	Iteration 89Q: 3 clusters Score -435617.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -435618.375000 Penalty: 4072.221436
	Iteration 90Q: 3 clusters Score -435618.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -435620.687500 Penalty: 4072.221436
	Iteration 91Q: 3 clusters Score -435620.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -435623.000000 Penalty: 4072.221436
	Iteration 92Q: 3 clusters Score -435623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -435625.156250 Penalty: 4072.221436
	Iteration 93Q: 3 clusters Score -435625.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -435627.875000 Penalty: 4072.221436
	Iteration 94Q: 3 clusters Score -435627.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -435628.750000 Penalty: 4072.221436
	Iteration 95Q: 3 clusters Score -435628.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -435630.687500 Penalty: 4072.221436
	Iteration 96Q: 3 clusters Score -435630.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -435631.218750 Penalty: 4072.221436
	Iteration 97Q: 3 clusters Score -435631.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -435632.250000 Penalty: 4072.221436
	Iteration 98Q: 3 clusters Score -435632.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -435635.437500 Penalty: 4072.221436
	Iteration 99Q: 3 clusters Score -435635.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -435637.250000 Penalty: 4072.221436
	Iteration 100F: 3 clusters Score -435637.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -435639.625000 Penalty: 4072.221436
	Iteration 101Q: 3 clusters Score -435639.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -435640.000000 Penalty: 4072.221436
	Iteration 102Q: 3 clusters Score -435640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -435642.468750 Penalty: 4072.221436
	Iteration 103Q: 3 clusters Score -435642.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -435645.406250 Penalty: 4072.221436
	Iteration 104Q: 3 clusters Score -435645.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -435650.093750 Penalty: 4072.221436
	Iteration 105Q: 3 clusters Score -435650.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -435654.937500 Penalty: 4072.221436
	Iteration 106Q: 3 clusters Score -435654.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -435659.875000 Penalty: 4072.221436
	Iteration 107Q: 3 clusters Score -435659.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -435664.000000 Penalty: 4072.221436
	Iteration 108Q: 3 clusters Score -435664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -435667.500000 Penalty: 4072.221436
	Iteration 109Q: 3 clusters Score -435667.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -435672.375000 Penalty: 4072.221436
	Iteration 110Q: 3 clusters Score -435672.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -435675.500000 Penalty: 4072.221436
	Iteration 111Q: 3 clusters Score -435675.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -435680.687500 Penalty: 4072.221436
	Iteration 112Q: 3 clusters Score -435680.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -435684.625000 Penalty: 4072.221436
	Iteration 113Q: 3 clusters Score -435684.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -435689.406250 Penalty: 4072.221436
	Iteration 114Q: 3 clusters Score -435689.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -435692.968750 Penalty: 4072.221436
	Iteration 115Q: 3 clusters Score -435693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -435696.062500 Penalty: 4072.221436
	Iteration 116Q: 3 clusters Score -435696.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -435700.968750 Penalty: 4072.221436
	Iteration 117Q: 3 clusters Score -435701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -435706.937500 Penalty: 4072.221436
	Iteration 118Q: 3 clusters Score -435706.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -435709.468750 Penalty: 4072.221436
	Iteration 119Q: 3 clusters Score -435709.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -435715.843750 Penalty: 4072.221436
	Iteration 120F: 3 clusters Score -435715.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -435723.000000 Penalty: 4072.221436
	Iteration 121Q: 3 clusters Score -435723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -435726.875000 Penalty: 4072.221436
	Iteration 122Q: 3 clusters Score -435726.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -435732.093750 Penalty: 4072.221436
	Iteration 123Q: 3 clusters Score -435732.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -435737.093750 Penalty: 4072.221436
	Iteration 124Q: 3 clusters Score -435737.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -435742.031250 Penalty: 4072.221436
	Iteration 125Q: 3 clusters Score -435742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -435745.093750 Penalty: 4072.221436
	Iteration 126Q: 3 clusters Score -435745.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -435747.812500 Penalty: 4072.221436
	Iteration 127Q: 3 clusters Score -435747.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -435748.750000 Penalty: 4072.221436
	Iteration 128Q: 3 clusters Score -435748.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -435749.656250 Penalty: 4072.221436
	Iteration 129Q: 3 clusters Score -435749.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -435750.343750 Penalty: 4072.221436
	Iteration 130Q: 3 clusters Score -435750.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -435750.343750 Penalty: 4072.221436
	Iteration 131F: 3 clusters Score -435750.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Entering Unmasked Estep 
Score: -5733087.000000 Penalty: 2676.323242
	Iteration 0F: 2 clusters Score -5733087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -5700321.500000 Penalty: 5352.646484
	Iteration 0F: 3 clusters Score -5700322 nChanged 22459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -5712631.500000 Penalty: 5352.646484
	Iteration 1F: 3 clusters Score -5712632 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -5713154.500000 Penalty: 5352.646484
	Iteration 2Q: 3 clusters Score -5713154 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -5713564.000000 Penalty: 5352.646484
	Iteration 3Q: 3 clusters Score -5713564 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -5713929.000000 Penalty: 5352.646484
	Iteration 4Q: 3 clusters Score -5713929 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -5714357.000000 Penalty: 5352.646484
	Iteration 5Q: 3 clusters Score -5714357 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -5714839.500000 Penalty: 5352.646484
	Iteration 6Q: 3 clusters Score -5714840 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -5715448.500000 Penalty: 5352.646484
	Iteration 7Q: 3 clusters Score -5715448 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -5716310.500000 Penalty: 5352.646484
	Iteration 8Q: 3 clusters Score -5716310 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -5717668.500000 Penalty: 5352.646484
	Iteration 9Q: 3 clusters Score -5717668 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -5719420.000000 Penalty: 5352.646484
	Iteration 10F: 3 clusters Score -5719420 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -5721405.000000 Penalty: 5352.646484
	Iteration 11F: 3 clusters Score -5721405 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -5723295.500000 Penalty: 5352.646484
	Iteration 12F: 3 clusters Score -5723296 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -5724529.000000 Penalty: 5352.646484
	Iteration 13Q: 3 clusters Score -5724529 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -5725355.000000 Penalty: 5352.646484
	Iteration 14Q: 3 clusters Score -5725355 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -5725985.000000 Penalty: 5352.646484
	Iteration 15Q: 3 clusters Score -5725985 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -5726603.000000 Penalty: 5352.646484
	Iteration 16Q: 3 clusters Score -5726603 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5727345 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5727940 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5728430 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5728783 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -5729091.500000 Penalty: 5352.646484
	Iteration 21Q: 3 clusters Score -5729092 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -5729259.500000 Penalty: 5352.646484
	Iteration 22Q: 3 clusters Score -5729260 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -5729395.500000 Penalty: 5352.646484
	Iteration 23Q: 3 clusters Score -5729396 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -5729503.500000 Penalty: 5352.646484
	Iteration 24Q: 3 clusters Score -5729504 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -5729600.500000 Penalty: 5352.646484
	Iteration 25Q: 3 clusters Score -5729600 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5729660 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -5729719.000000 Penalty: 5352.646484
	Iteration 27Q: 3 clusters Score -5729719 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -5729741.500000 Penalty: 5352.646484
	Iteration 28Q: 3 clusters Score -5729742 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -5729790.500000 Penalty: 5352.646484
	Iteration 29Q: 3 clusters Score -5729790 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -5729815.000000 Penalty: 5352.646484
	Iteration 30Q: 3 clusters Score -5729815 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5729860 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5729898 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -5729932.500000 Penalty: 5352.646484
	Iteration 33Q: 3 clusters Score -5729932 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -5729963.000000 Penalty: 5352.646484
	Iteration 34Q: 3 clusters Score -5729963 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -5729992.500000 Penalty: 5352.646484
	Iteration 35Q: 3 clusters Score -5729992 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -5730023.000000 Penalty: 5352.646484
	Iteration 36Q: 3 clusters Score -5730023 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -5730052.500000 Penalty: 5352.646484
	Iteration 37Q: 3 clusters Score -5730052 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -5730087.000000 Penalty: 5352.646484
	Iteration 38Q: 3 clusters Score -5730087 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -5730106.000000 Penalty: 5352.646484
	Iteration 39Q: 3 clusters Score -5730106 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -5730117.000000 Penalty: 5352.646484
	Iteration 40F: 3 clusters Score -5730117 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -5730147.500000 Penalty: 5352.646484
	Iteration 41Q: 3 clusters Score -5730148 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -5730158.500000 Penalty: 5352.646484
	Iteration 42Q: 3 clusters Score -5730158 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -5730162.500000 Penalty: 5352.646484
	Iteration 43Q: 3 clusters Score -5730162 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5730172 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -5730194.500000 Penalty: 5352.646484
	Iteration 45Q: 3 clusters Score -5730194 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -5730199.500000 Penalty: 5352.646484
	Iteration 46Q: 3 clusters Score -5730200 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -5730222.000000 Penalty: 5352.646484
	Iteration 47Q: 3 clusters Score -5730222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -5730225.500000 Penalty: 5352.646484
	Iteration 48Q: 3 clusters Score -5730226 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -5730235.000000 Penalty: 5352.646484
	Iteration 49Q: 3 clusters Score -5730235 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -5730243.000000 Penalty: 5352.646484
	Iteration 50Q: 3 clusters Score -5730243 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -5730234.500000 Penalty: 5352.646484
	Iteration 51Q: 3 clusters Score -5730234 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -5730244.500000 Penalty: 5352.646484
	Iteration 52Q: 3 clusters Score -5730244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -5730237.000000 Penalty: 5352.646484
	Iteration 53Q: 3 clusters Score -5730237 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -5730252.500000 Penalty: 5352.646484
	Iteration 54Q: 3 clusters Score -5730252 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -5730258.000000 Penalty: 5352.646484
	Iteration 55Q: 3 clusters Score -5730258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -5730275.500000 Penalty: 5352.646484
	Iteration 56Q: 3 clusters Score -5730276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -5730270.500000 Penalty: 5352.646484
	Iteration 57Q: 3 clusters Score -5730270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -5730283.000000 Penalty: 5352.646484
	Iteration 58Q: 3 clusters Score -5730283 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -5730282.500000 Penalty: 5352.646484
	Iteration 59Q: 3 clusters Score -5730282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -5730289.500000 Penalty: 5352.646484
	Iteration 60F: 3 clusters Score -5730290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -5730301.500000 Penalty: 5352.646484
	Iteration 61Q: 3 clusters Score -5730302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -5730304.000000 Penalty: 5352.646484
	Iteration 62Q: 3 clusters Score -5730304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -5730300.500000 Penalty: 5352.646484
	Iteration 63Q: 3 clusters Score -5730300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -5730299.500000 Penalty: 5352.646484
	Iteration 64Q: 3 clusters Score -5730300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -5730297.000000 Penalty: 5352.646484
	Iteration 65Q: 3 clusters Score -5730297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -5730307.500000 Penalty: 5352.646484
	Iteration 66Q: 3 clusters Score -5730308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -5730309.500000 Penalty: 5352.646484
	Iteration 67Q: 3 clusters Score -5730310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -5730299.000000 Penalty: 5352.646484
	Iteration 68Q: 3 clusters Score -5730299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 45091 members 
Entering Unmasked Estep 
Score: -5730300.500000 Penalty: 5352.646484
	Iteration 69Q: 3 clusters Score -5730300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -5730307.000000 Penalty: 5352.646484
	Iteration 70Q: 3 clusters Score -5730307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -5730310.000000 Penalty: 5352.646484
	Iteration 71Q: 3 clusters Score -5730310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -5730312.500000 Penalty: 5352.646484
	Iteration 72Q: 3 clusters Score -5730312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -5730311.000000 Penalty: 5352.646484
	Iteration 73Q: 3 clusters Score -5730311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -5730309.000000 Penalty: 5352.646484
	Iteration 74Q: 3 clusters Score -5730309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -5730310.500000 Penalty: 5352.646484
	Iteration 75Q: 3 clusters Score -5730310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -5730310.500000 Penalty: 5352.646484
	Iteration 76Q: 3 clusters Score -5730310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -5730317.000000 Penalty: 5352.646484
	Iteration 77Q: 3 clusters Score -5730317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -5730318.500000 Penalty: 5352.646484
	Iteration 78Q: 3 clusters Score -5730318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -5730316.500000 Penalty: 5352.646484
	Iteration 79Q: 3 clusters Score -5730316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -5730326.000000 Penalty: 5352.646484
	Iteration 80F: 3 clusters Score -5730326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -5730323.000000 Penalty: 5352.646484
	Iteration 81Q: 3 clusters Score -5730323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -5730324.000000 Penalty: 5352.646484
	Iteration 82Q: 3 clusters Score -5730324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -5730327.000000 Penalty: 5352.646484
	Iteration 83Q: 3 clusters Score -5730327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -5730322.000000 Penalty: 5352.646484
	Iteration 84Q: 3 clusters Score -5730322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -5730338.500000 Penalty: 5352.646484
	Iteration 85Q: 3 clusters Score -5730338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -5730326.500000 Penalty: 5352.646484
	Iteration 86Q: 3 clusters Score -5730326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -5730324.500000 Penalty: 5352.646484
	Iteration 87Q: 3 clusters Score -5730324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -5730330.000000 Penalty: 5352.646484
	Iteration 88Q: 3 clusters Score -5730330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -5730331.000000 Penalty: 5352.646484
	Iteration 89Q: 3 clusters Score -5730331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -5730331.500000 Penalty: 5352.646484
	Iteration 90Q: 3 clusters Score -5730332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -5730328.500000 Penalty: 5352.646484
	Iteration 91Q: 3 clusters Score -5730328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -5730329.500000 Penalty: 5352.646484
	Iteration 92Q: 3 clusters Score -5730330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -5730329.000000 Penalty: 5352.646484
	Iteration 93Q: 3 clusters Score -5730329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -5730327.000000 Penalty: 5352.646484
	Iteration 94Q: 3 clusters Score -5730327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -5730331.000000 Penalty: 5352.646484
	Iteration 95Q: 3 clusters Score -5730331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -5730334.500000 Penalty: 5352.646484
	Iteration 96Q: 3 clusters Score -5730334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -5730329.000000 Penalty: 5352.646484
	Iteration 97Q: 3 clusters Score -5730329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -5730328.500000 Penalty: 5352.646484
	Iteration 98Q: 3 clusters Score -5730328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -5730331.500000 Penalty: 5352.646484
	Iteration 99Q: 3 clusters Score -5730332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -5730336.000000 Penalty: 5352.646484
	Iteration 100F: 3 clusters Score -5730336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -5730335.500000 Penalty: 5352.646484
	Iteration 101Q: 3 clusters Score -5730336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -5730328.000000 Penalty: 5352.646484
	Iteration 102Q: 3 clusters Score -5730328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -5730327.500000 Penalty: 5352.646484
	Iteration 103Q: 3 clusters Score -5730328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -5730326.500000 Penalty: 5352.646484
	Iteration 104Q: 3 clusters Score -5730326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -5730339.000000 Penalty: 5352.646484
	Iteration 105Q: 3 clusters Score -5730339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -5730337.000000 Penalty: 5352.646484
	Iteration 106Q: 3 clusters Score -5730337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -5730337.000000 Penalty: 5352.646484
	Iteration 107F: 3 clusters Score -5730337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Entering Unmasked Estep 
Score: -4149358.000000 Penalty: 2591.223633
	Iteration 0F: 2 clusters Score -4149358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -4125867.750000 Penalty: 5182.447266
	Iteration 0F: 3 clusters Score -4125868 nChanged 15575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -4134650.750000 Penalty: 5182.447266
	Iteration 1F: 3 clusters Score -4134651 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -4135749.000000 Penalty: 5182.447266
	Iteration 2F: 3 clusters Score -4135749 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -4137242.500000 Penalty: 5182.447266
	Iteration 3F: 3 clusters Score -4137242 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -4139097.500000 Penalty: 5182.447266
	Iteration 4F: 3 clusters Score -4139098 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -4141141.000000 Penalty: 5182.447266
	Iteration 5F: 3 clusters Score -4141141 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -4143239.000000 Penalty: 5182.447266
	Iteration 6F: 3 clusters Score -4143239 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -4145018.750000 Penalty: 5182.447266
	Iteration 7F: 3 clusters Score -4145019 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -4146186.000000 Penalty: 5182.447266
	Iteration 8Q: 3 clusters Score -4146186 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -4146761.250000 Penalty: 5182.447266
	Iteration 9Q: 3 clusters Score -4146761 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -4147055.500000 Penalty: 5182.447266
	Iteration 10Q: 3 clusters Score -4147056 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -4147256.000000 Penalty: 5182.447266
	Iteration 11Q: 3 clusters Score -4147256 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -4147400.750000 Penalty: 5182.447266
	Iteration 12Q: 3 clusters Score -4147401 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -4147540.250000 Penalty: 5182.447266
	Iteration 13Q: 3 clusters Score -4147540 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -4147644.000000 Penalty: 5182.447266
	Iteration 14Q: 3 clusters Score -4147644 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -4147717.250000 Penalty: 5182.447266
	Iteration 15Q: 3 clusters Score -4147717 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -4147778.250000 Penalty: 5182.447266
	Iteration 16Q: 3 clusters Score -4147778 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -4147825.750000 Penalty: 5182.447266
	Iteration 17Q: 3 clusters Score -4147826 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -4147869.250000 Penalty: 5182.447266
	Iteration 18Q: 3 clusters Score -4147869 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -4147901.750000 Penalty: 5182.447266
	Iteration 19Q: 3 clusters Score -4147902 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -4147940.000000 Penalty: 5182.447266
	Iteration 20F: 3 clusters Score -4147940 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -4148001.750000 Penalty: 5182.447266
	Iteration 21Q: 3 clusters Score -4148002 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -4148037.000000 Penalty: 5182.447266
	Iteration 22Q: 3 clusters Score -4148037 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -4148065.750000 Penalty: 5182.447266
	Iteration 23Q: 3 clusters Score -4148066 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -4148100.500000 Penalty: 5182.447266
	Iteration 24Q: 3 clusters Score -4148100 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -4148135.750000 Penalty: 5182.447266
	Iteration 25Q: 3 clusters Score -4148136 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -4148141.250000 Penalty: 5182.447266
	Iteration 26Q: 3 clusters Score -4148141 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -4148153.000000 Penalty: 5182.447266
	Iteration 27Q: 3 clusters Score -4148153 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -4148165.500000 Penalty: 5182.447266
	Iteration 28Q: 3 clusters Score -4148166 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -4148159.250000 Penalty: 5182.447266
	Iteration 29Q: 3 clusters Score -4148159 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -4148164.500000 Penalty: 5182.447266
	Iteration 30Q: 3 clusters Score -4148164 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -4148177.000000 Penalty: 5182.447266
	Iteration 31Q: 3 clusters Score -4148177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -4148185.500000 Penalty: 5182.447266
	Iteration 32Q: 3 clusters Score -4148186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -4148190.250000 Penalty: 5182.447266
	Iteration 33Q: 3 clusters Score -4148190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -4148191.750000 Penalty: 5182.447266
	Iteration 34Q: 3 clusters Score -4148192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -4148197.250000 Penalty: 5182.447266
	Iteration 35Q: 3 clusters Score -4148197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -4148206.250000 Penalty: 5182.447266
	Iteration 36Q: 3 clusters Score -4148206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -4148207.500000 Penalty: 5182.447266
	Iteration 37Q: 3 clusters Score -4148208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -4148207.250000 Penalty: 5182.447266
	Iteration 38Q: 3 clusters Score -4148207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -4148220.250000 Penalty: 5182.447266
	Iteration 39Q: 3 clusters Score -4148220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -4148223.000000 Penalty: 5182.447266
	Iteration 40F: 3 clusters Score -4148223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -4148224.500000 Penalty: 5182.447266
	Iteration 41Q: 3 clusters Score -4148224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -4148226.750000 Penalty: 5182.447266
	Iteration 42Q: 3 clusters Score -4148227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -4148226.500000 Penalty: 5182.447266
	Iteration 43Q: 3 clusters Score -4148226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -4148234.750000 Penalty: 5182.447266
	Iteration 44Q: 3 clusters Score -4148235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -4148236.750000 Penalty: 5182.447266
	Iteration 45Q: 3 clusters Score -4148237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -4148230.250000 Penalty: 5182.447266
	Iteration 46Q: 3 clusters Score -4148230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -4148233.500000 Penalty: 5182.447266
	Iteration 47Q: 3 clusters Score -4148234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -4148236.250000 Penalty: 5182.447266
	Iteration 48Q: 3 clusters Score -4148236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -4148234.750000 Penalty: 5182.447266
	Iteration 49Q: 3 clusters Score -4148235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -4148239.000000 Penalty: 5182.447266
	Iteration 50Q: 3 clusters Score -4148239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -4148238.500000 Penalty: 5182.447266
	Iteration 51Q: 3 clusters Score -4148238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -4148242.000000 Penalty: 5182.447266
	Iteration 52Q: 3 clusters Score -4148242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -4148242.000000 Penalty: 5182.447266
	Iteration 53F: 3 clusters Score -4148242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -109005.679688 Penalty: 1703.773193
	Iteration 0F: 2 clusters Score -109005.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -107165.976562 Penalty: 3407.546387
	Iteration 0F: 3 clusters Score -107166 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -107603.906250 Penalty: 3407.546387
	Iteration 1F: 3 clusters Score -107603.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -107848.273438 Penalty: 3407.546387
	Iteration 2F: 3 clusters Score -107848.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -108053.734375 Penalty: 3407.546387
	Iteration 3F: 3 clusters Score -108053.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -108227.781250 Penalty: 3407.546387
	Iteration 4F: 3 clusters Score -108227.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -108329.390625 Penalty: 3407.546387
	Iteration 5Q: 3 clusters Score -108329.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -108381.437500 Penalty: 3407.546387
	Iteration 6Q: 3 clusters Score -108381.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -108407.195312 Penalty: 3407.546387
	Iteration 7Q: 3 clusters Score -108407.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -108430.234375 Penalty: 3407.546387
	Iteration 8Q: 3 clusters Score -108430.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -108441.585938 Penalty: 3407.546387
	Iteration 9Q: 3 clusters Score -108441.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -108451.093750 Penalty: 3407.546387
	Iteration 10Q: 3 clusters Score -108451.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -108455.156250 Penalty: 3407.546387
	Iteration 11Q: 3 clusters Score -108455.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -108459.546875 Penalty: 3407.546387
	Iteration 12Q: 3 clusters Score -108459.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -108467.203125 Penalty: 3407.546387
	Iteration 13Q: 3 clusters Score -108467.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -108468.234375 Penalty: 3407.546387
	Iteration 14Q: 3 clusters Score -108468.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -108468.234375 Penalty: 3407.546387
	Iteration 15F: 3 clusters Score -108468.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Entering Unmasked Estep 
Score: -1208571.875000 Penalty: 2285.820557
	Iteration 0F: 2 clusters Score -1208572 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 5026 members 
Entering Unmasked Estep 
Score: -1200927.500000 Penalty: 4571.641113
	Iteration 0F: 3 clusters Score -1200928 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1203060.000000 Penalty: 4571.641113
	Iteration 1F: 3 clusters Score -1203060 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1203372.250000 Penalty: 4571.641113
	Iteration 2F: 3 clusters Score -1203372 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1203605.875000 Penalty: 4571.641113
	Iteration 3Q: 3 clusters Score -1203606 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1203806.875000 Penalty: 4571.641113
	Iteration 4Q: 3 clusters Score -1203807 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1204016.250000 Penalty: 4571.641113
	Iteration 5Q: 3 clusters Score -1204016 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1204234.500000 Penalty: 4571.641113
	Iteration 6Q: 3 clusters Score -1204234 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1204466.375000 Penalty: 4571.641113
	Iteration 7Q: 3 clusters Score -1204466 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1204765.500000 Penalty: 4571.641113
	Iteration 8Q: 3 clusters Score -1204766 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1205139.125000 Penalty: 4571.641113
	Iteration 9F: 3 clusters Score -1205139 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1205512.750000 Penalty: 4571.641113
	Iteration 10F: 3 clusters Score -1205513 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1205840.750000 Penalty: 4571.641113
	Iteration 11Q: 3 clusters Score -1205841 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1206121.250000 Penalty: 4571.641113
	Iteration 12Q: 3 clusters Score -1206121 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1206323.875000 Penalty: 4571.641113
	Iteration 13Q: 3 clusters Score -1206324 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1206468.250000 Penalty: 4571.641113
	Iteration 14Q: 3 clusters Score -1206468 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1206570.250000 Penalty: 4571.641113
	Iteration 15Q: 3 clusters Score -1206570 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1206646.750000 Penalty: 4571.641113
	Iteration 16Q: 3 clusters Score -1206647 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1206696.250000 Penalty: 4571.641113
	Iteration 17Q: 3 clusters Score -1206696 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1206737.250000 Penalty: 4571.641113
	Iteration 18Q: 3 clusters Score -1206737 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1206771.375000 Penalty: 4571.641113
	Iteration 19Q: 3 clusters Score -1206771 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1206791.125000 Penalty: 4571.641113
	Iteration 20F: 3 clusters Score -1206791 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1206810.250000 Penalty: 4571.641113
	Iteration 21Q: 3 clusters Score -1206810 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1206827.000000 Penalty: 4571.641113
	Iteration 22Q: 3 clusters Score -1206827 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1206841.750000 Penalty: 4571.641113
	Iteration 23Q: 3 clusters Score -1206842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1206847.625000 Penalty: 4571.641113
	Iteration 24Q: 3 clusters Score -1206848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1206857.750000 Penalty: 4571.641113
	Iteration 25Q: 3 clusters Score -1206858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1206859.875000 Penalty: 4571.641113
	Iteration 26Q: 3 clusters Score -1206860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1206864.125000 Penalty: 4571.641113
	Iteration 27Q: 3 clusters Score -1206864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1206868.500000 Penalty: 4571.641113
	Iteration 28Q: 3 clusters Score -1206868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1206873.375000 Penalty: 4571.641113
	Iteration 29Q: 3 clusters Score -1206873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1206877.250000 Penalty: 4571.641113
	Iteration 30Q: 3 clusters Score -1206877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1206881.125000 Penalty: 4571.641113
	Iteration 31Q: 3 clusters Score -1206881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1206882.500000 Penalty: 4571.641113
	Iteration 32Q: 3 clusters Score -1206882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1206884.625000 Penalty: 4571.641113
	Iteration 33Q: 3 clusters Score -1206885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1206883.375000 Penalty: 4571.641113
	Iteration 34Q: 3 clusters Score -1206883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1206885.125000 Penalty: 4571.641113
	Iteration 35Q: 3 clusters Score -1206885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1206888.000000 Penalty: 4571.641113
	Iteration 36Q: 3 clusters Score -1206888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1206890.375000 Penalty: 4571.641113
	Iteration 37Q: 3 clusters Score -1206890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1206889.250000 Penalty: 4571.641113
	Iteration 38Q: 3 clusters Score -1206889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1206890.125000 Penalty: 4571.641113
	Iteration 39Q: 3 clusters Score -1206890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1206892.625000 Penalty: 4571.641113
	Iteration 40F: 3 clusters Score -1206893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1206894.375000 Penalty: 4571.641113
	Iteration 41Q: 3 clusters Score -1206894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1206894.750000 Penalty: 4571.641113
	Iteration 42Q: 3 clusters Score -1206895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1206895.375000 Penalty: 4571.641113
	Iteration 43Q: 3 clusters Score -1206895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1206900.625000 Penalty: 4571.641113
	Iteration 44Q: 3 clusters Score -1206901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1206899.375000 Penalty: 4571.641113
	Iteration 45Q: 3 clusters Score -1206899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1206897.875000 Penalty: 4571.641113
	Iteration 46Q: 3 clusters Score -1206898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1206900.500000 Penalty: 4571.641113
	Iteration 47Q: 3 clusters Score -1206900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1206900.000000 Penalty: 4571.641113
	Iteration 48Q: 3 clusters Score -1206900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1206901.625000 Penalty: 4571.641113
	Iteration 49Q: 3 clusters Score -1206902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1206904.625000 Penalty: 4571.641113
	Iteration 50Q: 3 clusters Score -1206905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1206904.625000 Penalty: 4571.641113
	Iteration 51Q: 3 clusters Score -1206905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1206906.125000 Penalty: 4571.641113
	Iteration 52Q: 3 clusters Score -1206906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1206908.125000 Penalty: 4571.641113
	Iteration 53Q: 3 clusters Score -1206908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1206907.125000 Penalty: 4571.641113
	Iteration 54Q: 3 clusters Score -1206907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1206908.250000 Penalty: 4571.641113
	Iteration 55Q: 3 clusters Score -1206908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1206907.750000 Penalty: 4571.641113
	Iteration 56Q: 3 clusters Score -1206908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1206907.500000 Penalty: 4571.641113
	Iteration 57Q: 3 clusters Score -1206908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1206909.750000 Penalty: 4571.641113
	Iteration 58Q: 3 clusters Score -1206910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1206910.250000 Penalty: 4571.641113
	Iteration 59Q: 3 clusters Score -1206910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1206916.375000 Penalty: 4571.641113
	Iteration 60F: 3 clusters Score -1206916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1206919.750000 Penalty: 4571.641113
	Iteration 61Q: 3 clusters Score -1206920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1206922.875000 Penalty: 4571.641113
	Iteration 62Q: 3 clusters Score -1206923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1206923.625000 Penalty: 4571.641113
	Iteration 63Q: 3 clusters Score -1206924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1206926.750000 Penalty: 4571.641113
	Iteration 64Q: 3 clusters Score -1206927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1206924.625000 Penalty: 4571.641113
	Iteration 65Q: 3 clusters Score -1206925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1206926.500000 Penalty: 4571.641113
	Iteration 66Q: 3 clusters Score -1206926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1206926.250000 Penalty: 4571.641113
	Iteration 67Q: 3 clusters Score -1206926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1206926.875000 Penalty: 4571.641113
	Iteration 68Q: 3 clusters Score -1206927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1206927.625000 Penalty: 4571.641113
	Iteration 69Q: 3 clusters Score -1206928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1206929.375000 Penalty: 4571.641113
	Iteration 70Q: 3 clusters Score -1206929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1206928.375000 Penalty: 4571.641113
	Iteration 71Q: 3 clusters Score -1206928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1206930.125000 Penalty: 4571.641113
	Iteration 72Q: 3 clusters Score -1206930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1206930.000000 Penalty: 4571.641113
	Iteration 73Q: 3 clusters Score -1206930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1206931.625000 Penalty: 4571.641113
	Iteration 74Q: 3 clusters Score -1206932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1206934.500000 Penalty: 4571.641113
	Iteration 75Q: 3 clusters Score -1206934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1206934.500000 Penalty: 4571.641113
	Iteration 76F: 3 clusters Score -1206934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (115180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115180 members 
Entering Unmasked Estep 
Score: -13767721.000000 Penalty: 2890.254395
	Iteration 0F: 2 clusters Score -1.376772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57454 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -13690648.000000 Penalty: 5780.508789
	Iteration 0F: 3 clusters Score -1.369065e+07 nChanged 54888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56348 members 
Mstep: Class 2 contains 58832 members 
Entering Unmasked Estep 
Score: -13721819.000000 Penalty: 5780.508789
	Iteration 1F: 3 clusters Score -1.372182e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55813 members 
Mstep: Class 2 contains 59367 members 
Entering Unmasked Estep 
Score: -13722996.000000 Penalty: 5780.508789
	Iteration 2Q: 3 clusters Score -1.3723e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55095 members 
Mstep: Class 2 contains 60085 members 
Entering Unmasked Estep 
Score: -13724911.000000 Penalty: 5780.508789
	Iteration 3Q: 3 clusters Score -1.372491e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54261 members 
Mstep: Class 2 contains 60919 members 
Entering Unmasked Estep 
Score: -13727533.000000 Penalty: 5780.508789
	Iteration 4Q: 3 clusters Score -1.372753e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53609 members 
Mstep: Class 2 contains 61571 members 
Entering Unmasked Estep 
Score: -13730844.000000 Penalty: 5780.508789
	Iteration 5Q: 3 clusters Score -1.373084e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53302 members 
Mstep: Class 2 contains 61878 members 
Entering Unmasked Estep 
Score: -13734800.000000 Penalty: 5780.508789
	Iteration 6F: 3 clusters Score -1.37348e+07 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 61336 members 
Entering Unmasked Estep 
Score: -13739649.000000 Penalty: 5780.508789
	Iteration 7F: 3 clusters Score -1.373965e+07 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55327 members 
Mstep: Class 2 contains 59853 members 
Entering Unmasked Estep 
Score: -13745265.000000 Penalty: 5780.508789
	Iteration 8F: 3 clusters Score -1.374526e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57377 members 
Mstep: Class 2 contains 57803 members 
Entering Unmasked Estep 
Score: -13750644.000000 Penalty: 5780.508789
	Iteration 9F: 3 clusters Score -1.375064e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -13754316.000000 Penalty: 5780.508789
	Iteration 10F: 3 clusters Score -1.375432e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61127 members 
Mstep: Class 2 contains 54053 members 
Entering Unmasked Estep 
Score: -13756213.000000 Penalty: 5780.508789
	Iteration 11Q: 3 clusters Score -1.375621e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62618 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -13757317.000000 Penalty: 5780.508789
	Iteration 12Q: 3 clusters Score -1.375732e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64039 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
Score: -13758102.000000 Penalty: 5780.508789
	Iteration 13Q: 3 clusters Score -1.37581e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65464 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -13758782.000000 Penalty: 5780.508789
	Iteration 14Q: 3 clusters Score -1.375878e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66801 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -13759284.000000 Penalty: 5780.508789
	Iteration 15Q: 3 clusters Score -1.375928e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68012 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -13759629.000000 Penalty: 5780.508789
	Iteration 16Q: 3 clusters Score -1.375963e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69129 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -13759929.000000 Penalty: 5780.508789
	Iteration 17Q: 3 clusters Score -1.375993e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70167 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -13760142.000000 Penalty: 5780.508789
	Iteration 18Q: 3 clusters Score -1.376014e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71215 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -13760315.000000 Penalty: 5780.508789
	Iteration 19Q: 3 clusters Score -1.376032e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72250 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -13760491.000000 Penalty: 5780.508789
	Iteration 20F: 3 clusters Score -1.376049e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73225 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -13760708.000000 Penalty: 5780.508789
	Iteration 21Q: 3 clusters Score -1.376071e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74216 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -13760906.000000 Penalty: 5780.508789
	Iteration 22Q: 3 clusters Score -1.376091e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75204 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -13761102.000000 Penalty: 5780.508789
	Iteration 23Q: 3 clusters Score -1.37611e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76211 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -13761262.000000 Penalty: 5780.508789
	Iteration 24Q: 3 clusters Score -1.376126e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77280 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -13761488.000000 Penalty: 5780.508789
	Iteration 25Q: 3 clusters Score -1.376149e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78361 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -13761653.000000 Penalty: 5780.508789
	Iteration 26Q: 3 clusters Score -1.376165e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79363 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -13761770.000000 Penalty: 5780.508789
	Iteration 27Q: 3 clusters Score -1.376177e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80374 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -13762007.000000 Penalty: 5780.508789
	Iteration 28Q: 3 clusters Score -1.376201e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81362 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -13762169.000000 Penalty: 5780.508789
	Iteration 29Q: 3 clusters Score -1.376217e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82360 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -13762275.000000 Penalty: 5780.508789
	Iteration 30Q: 3 clusters Score -1.376228e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83330 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -13762480.000000 Penalty: 5780.508789
	Iteration 31Q: 3 clusters Score -1.376248e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84249 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -13762643.000000 Penalty: 5780.508789
	Iteration 32Q: 3 clusters Score -1.376264e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85143 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -13762786.000000 Penalty: 5780.508789
	Iteration 33Q: 3 clusters Score -1.376279e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86066 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -13762964.000000 Penalty: 5780.508789
	Iteration 34Q: 3 clusters Score -1.376296e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86968 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -13763126.000000 Penalty: 5780.508789
	Iteration 35Q: 3 clusters Score -1.376313e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87811 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -13763314.000000 Penalty: 5780.508789
	Iteration 36Q: 3 clusters Score -1.376331e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88671 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -13763362.000000 Penalty: 5780.508789
	Iteration 37Q: 3 clusters Score -1.376336e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89449 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -13763542.000000 Penalty: 5780.508789
	Iteration 38Q: 3 clusters Score -1.376354e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90229 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -13763715.000000 Penalty: 5780.508789
	Iteration 39Q: 3 clusters Score -1.376372e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90961 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -13763862.000000 Penalty: 5780.508789
	Iteration 40F: 3 clusters Score -1.376386e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91700 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -13763897.000000 Penalty: 5780.508789
	Iteration 41Q: 3 clusters Score -1.37639e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92393 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -13763991.000000 Penalty: 5780.508789
	Iteration 42Q: 3 clusters Score -1.376399e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93073 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -13764093.000000 Penalty: 5780.508789
	Iteration 43Q: 3 clusters Score -1.376409e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93744 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -13764226.000000 Penalty: 5780.508789
	Iteration 44Q: 3 clusters Score -1.376423e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94418 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -13764309.000000 Penalty: 5780.508789
	Iteration 45Q: 3 clusters Score -1.376431e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95059 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -13764394.000000 Penalty: 5780.508789
	Iteration 46Q: 3 clusters Score -1.376439e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95685 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -13764525.000000 Penalty: 5780.508789
	Iteration 47Q: 3 clusters Score -1.376452e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96357 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -13764689.000000 Penalty: 5780.508789
	Iteration 48Q: 3 clusters Score -1.376469e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97043 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -13764747.000000 Penalty: 5780.508789
	Iteration 49Q: 3 clusters Score -1.376475e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97693 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -13764898.000000 Penalty: 5780.508789
	Iteration 50Q: 3 clusters Score -1.37649e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98343 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -13764983.000000 Penalty: 5780.508789
	Iteration 51Q: 3 clusters Score -1.376498e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99004 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -13765154.000000 Penalty: 5780.508789
	Iteration 52Q: 3 clusters Score -1.376515e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99633 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -13765237.000000 Penalty: 5780.508789
	Iteration 53Q: 3 clusters Score -1.376524e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100267 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -13765245.000000 Penalty: 5780.508789
	Iteration 54Q: 3 clusters Score -1.376524e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100843 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -13765263.000000 Penalty: 5780.508789
	Iteration 55Q: 3 clusters Score -1.376526e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101407 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -13765317.000000 Penalty: 5780.508789
	Iteration 56Q: 3 clusters Score -1.376532e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101924 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -13765376.000000 Penalty: 5780.508789
	Iteration 57Q: 3 clusters Score -1.376538e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102413 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -13765398.000000 Penalty: 5780.508789
	Iteration 58Q: 3 clusters Score -1.37654e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102888 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -13765506.000000 Penalty: 5780.508789
	Iteration 59Q: 3 clusters Score -1.376551e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103336 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -13765554.000000 Penalty: 5780.508789
	Iteration 60F: 3 clusters Score -1.376555e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103780 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -13765628.000000 Penalty: 5780.508789
	Iteration 61Q: 3 clusters Score -1.376563e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104219 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -13765699.000000 Penalty: 5780.508789
	Iteration 62Q: 3 clusters Score -1.37657e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104618 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -13765775.000000 Penalty: 5780.508789
	Iteration 63Q: 3 clusters Score -1.376578e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105004 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -13765889.000000 Penalty: 5780.508789
	Iteration 64Q: 3 clusters Score -1.376589e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105407 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -13765926.000000 Penalty: 5780.508789
	Iteration 65Q: 3 clusters Score -1.376593e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105801 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -13766001.000000 Penalty: 5780.508789
	Iteration 66Q: 3 clusters Score -1.3766e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106170 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -13766076.000000 Penalty: 5780.508789
	Iteration 67Q: 3 clusters Score -1.376608e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106522 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -13766082.000000 Penalty: 5780.508789
	Iteration 68Q: 3 clusters Score -1.376608e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106845 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -13766085.000000 Penalty: 5780.508789
	Iteration 69Q: 3 clusters Score -1.376608e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107134 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -13766143.000000 Penalty: 5780.508789
	Iteration 70Q: 3 clusters Score -1.376614e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107405 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -13766190.000000 Penalty: 5780.508789
	Iteration 71Q: 3 clusters Score -1.376619e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107656 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -13766225.000000 Penalty: 5780.508789
	Iteration 72Q: 3 clusters Score -1.376622e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107888 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -13766224.000000 Penalty: 5780.508789
	Iteration 73Q: 3 clusters Score -1.376622e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108096 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -13766253.000000 Penalty: 5780.508789
	Iteration 74Q: 3 clusters Score -1.376625e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108295 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -13766259.000000 Penalty: 5780.508789
	Iteration 75Q: 3 clusters Score -1.376626e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108467 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -13766296.000000 Penalty: 5780.508789
	Iteration 76Q: 3 clusters Score -1.37663e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108623 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -13766315.000000 Penalty: 5780.508789
	Iteration 77Q: 3 clusters Score -1.376632e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108751 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -13766312.000000 Penalty: 5780.508789
	Iteration 78Q: 3 clusters Score -1.376631e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108868 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -13766340.000000 Penalty: 5780.508789
	Iteration 79Q: 3 clusters Score -1.376634e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108973 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -13766346.000000 Penalty: 5780.508789
	Iteration 80F: 3 clusters Score -1.376635e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109091 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -13766320.000000 Penalty: 5780.508789
	Iteration 81Q: 3 clusters Score -1.376632e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109188 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -13766335.000000 Penalty: 5780.508789
	Iteration 82Q: 3 clusters Score -1.376634e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109282 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -13766349.000000 Penalty: 5780.508789
	Iteration 83Q: 3 clusters Score -1.376635e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109370 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -13766347.000000 Penalty: 5780.508789
	Iteration 84Q: 3 clusters Score -1.376635e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109467 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -13766342.000000 Penalty: 5780.508789
	Iteration 85Q: 3 clusters Score -1.376634e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109552 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -13766344.000000 Penalty: 5780.508789
	Iteration 86Q: 3 clusters Score -1.376634e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109636 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -13766368.000000 Penalty: 5780.508789
	Iteration 87Q: 3 clusters Score -1.376637e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109714 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -13766383.000000 Penalty: 5780.508789
	Iteration 88Q: 3 clusters Score -1.376638e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109801 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -13766367.000000 Penalty: 5780.508789
	Iteration 89Q: 3 clusters Score -1.376637e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109855 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -13766355.000000 Penalty: 5780.508789
	Iteration 90Q: 3 clusters Score -1.376636e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109905 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -13766374.000000 Penalty: 5780.508789
	Iteration 91Q: 3 clusters Score -1.376637e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109954 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -13766353.000000 Penalty: 5780.508789
	Iteration 92Q: 3 clusters Score -1.376635e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110008 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -13766365.000000 Penalty: 5780.508789
	Iteration 93Q: 3 clusters Score -1.376636e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110060 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -13766369.000000 Penalty: 5780.508789
	Iteration 94Q: 3 clusters Score -1.376637e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110109 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -13766377.000000 Penalty: 5780.508789
	Iteration 95Q: 3 clusters Score -1.376638e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110160 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -13766377.000000 Penalty: 5780.508789
	Iteration 96Q: 3 clusters Score -1.376638e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110203 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -13766392.000000 Penalty: 5780.508789
	Iteration 97Q: 3 clusters Score -1.376639e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110259 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -13766367.000000 Penalty: 5780.508789
	Iteration 98Q: 3 clusters Score -1.376637e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110308 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -13766387.000000 Penalty: 5780.508789
	Iteration 99Q: 3 clusters Score -1.376639e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110348 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -13766395.000000 Penalty: 5780.508789
	Iteration 100F: 3 clusters Score -1.37664e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110385 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -13766389.000000 Penalty: 5780.508789
	Iteration 101Q: 3 clusters Score -1.376639e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110420 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -13766396.000000 Penalty: 5780.508789
	Iteration 102Q: 3 clusters Score -1.37664e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110443 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -13766392.000000 Penalty: 5780.508789
	Iteration 103Q: 3 clusters Score -1.376639e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110468 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -13766398.000000 Penalty: 5780.508789
	Iteration 104Q: 3 clusters Score -1.37664e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110491 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -13766397.000000 Penalty: 5780.508789
	Iteration 105Q: 3 clusters Score -1.37664e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110521 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -13766410.000000 Penalty: 5780.508789
	Iteration 106Q: 3 clusters Score -1.376641e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110541 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -13766401.000000 Penalty: 5780.508789
	Iteration 107Q: 3 clusters Score -1.37664e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110562 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -13766409.000000 Penalty: 5780.508789
	Iteration 108Q: 3 clusters Score -1.376641e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110579 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -13766413.000000 Penalty: 5780.508789
	Iteration 109Q: 3 clusters Score -1.376641e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110589 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -13766416.000000 Penalty: 5780.508789
	Iteration 110Q: 3 clusters Score -1.376642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110597 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -13766407.000000 Penalty: 5780.508789
	Iteration 111Q: 3 clusters Score -1.376641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110610 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -13766395.000000 Penalty: 5780.508789
	Iteration 112Q: 3 clusters Score -1.37664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110622 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -13766392.000000 Penalty: 5780.508789
	Iteration 113Q: 3 clusters Score -1.376639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110629 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -13766394.000000 Penalty: 5780.508789
	Iteration 114Q: 3 clusters Score -1.376639e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110637 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -13766413.000000 Penalty: 5780.508789
	Iteration 115Q: 3 clusters Score -1.376641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110650 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -13766402.000000 Penalty: 5780.508789
	Iteration 116Q: 3 clusters Score -1.37664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110657 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -13766415.000000 Penalty: 5780.508789
	Iteration 117Q: 3 clusters Score -1.376642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110664 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -13766414.000000 Penalty: 5780.508789
	Iteration 118Q: 3 clusters Score -1.376641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110669 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -13766418.000000 Penalty: 5780.508789
	Iteration 119Q: 3 clusters Score -1.376642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110675 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -13766421.000000 Penalty: 5780.508789
	Iteration 120F: 3 clusters Score -1.376642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110681 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -13766419.000000 Penalty: 5780.508789
	Iteration 121Q: 3 clusters Score -1.376642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110689 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -13766427.000000 Penalty: 5780.508789
	Iteration 122Q: 3 clusters Score -1.376643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110693 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -13766415.000000 Penalty: 5780.508789
	Iteration 123Q: 3 clusters Score -1.376642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110699 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -13766425.000000 Penalty: 5780.508789
	Iteration 124Q: 3 clusters Score -1.376642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110705 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -13766428.000000 Penalty: 5780.508789
	Iteration 125Q: 3 clusters Score -1.376643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110712 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -13766431.000000 Penalty: 5780.508789
	Iteration 126Q: 3 clusters Score -1.376643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110722 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -13766446.000000 Penalty: 5780.508789
	Iteration 127Q: 3 clusters Score -1.376645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110726 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -13766441.000000 Penalty: 5780.508789
	Iteration 128Q: 3 clusters Score -1.376644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110728 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -13766450.000000 Penalty: 5780.508789
	Iteration 129Q: 3 clusters Score -1.376645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110731 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -13766437.000000 Penalty: 5780.508789
	Iteration 130Q: 3 clusters Score -1.376644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110732 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -13766445.000000 Penalty: 5780.508789
	Iteration 131Q: 3 clusters Score -1.376644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110732 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -13766445.000000 Penalty: 5780.508789
	Iteration 132F: 3 clusters Score -1.376644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (235657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235657 members 
Entering Unmasked Estep 
Score: -28054042.000000 Penalty: 3067.792969
	Iteration 0F: 2 clusters Score -2.805404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117885 members 
Mstep: Class 2 contains 117772 members 
Entering Unmasked Estep 
Score: -27922316.000000 Penalty: 6135.585938
	Iteration 0F: 3 clusters Score -2.792232e+07 nChanged 113660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116163 members 
Mstep: Class 2 contains 119494 members 
Entering Unmasked Estep 
Score: -27988364.000000 Penalty: 6135.585938
	Iteration 1F: 3 clusters Score -2.798836e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116384 members 
Mstep: Class 2 contains 119273 members 
Entering Unmasked Estep 
Score: -27989180.000000 Penalty: 6135.585938
	Iteration 2Q: 3 clusters Score -2.798918e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116691 members 
Mstep: Class 2 contains 118966 members 
Entering Unmasked Estep 
Score: -27990070.000000 Penalty: 6135.585938
	Iteration 3Q: 3 clusters Score -2.799007e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117089 members 
Mstep: Class 2 contains 118568 members 
Entering Unmasked Estep 
Score: -27991200.000000 Penalty: 6135.585938
	Iteration 4Q: 3 clusters Score -2.79912e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117832 members 
Mstep: Class 2 contains 117825 members 
Entering Unmasked Estep 
Score: -27992568.000000 Penalty: 6135.585938
	Iteration 5Q: 3 clusters Score -2.799257e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118995 members 
Mstep: Class 2 contains 116662 members 
Entering Unmasked Estep 
Score: -27994548.000000 Penalty: 6135.585938
	Iteration 6Q: 3 clusters Score -2.799455e+07 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120891 members 
Mstep: Class 2 contains 114766 members 
Entering Unmasked Estep 
Score: -27997182.000000 Penalty: 6135.585938
	Iteration 7Q: 3 clusters Score -2.799718e+07 nChanged 9214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123877 members 
Mstep: Class 2 contains 111780 members 
Entering Unmasked Estep 
Score: -28001034.000000 Penalty: 6135.585938
	Iteration 8Q: 3 clusters Score -2.800103e+07 nChanged 10504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127913 members 
Mstep: Class 2 contains 107744 members 
Entering Unmasked Estep 
Score: -28005870.000000 Penalty: 6135.585938
	Iteration 9Q: 3 clusters Score -2.800587e+07 nChanged 12129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132802 members 
Mstep: Class 2 contains 102855 members 
Entering Unmasked Estep 
Score: -28012360.000000 Penalty: 6135.585938
	Iteration 10F: 3 clusters Score -2.801236e+07 nChanged 13399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137973 members 
Mstep: Class 2 contains 97684 members 
Entering Unmasked Estep 
Score: -28020162.000000 Penalty: 6135.585938
	Iteration 11F: 3 clusters Score -2.802016e+07 nChanged 14077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142322 members 
Mstep: Class 2 contains 93335 members 
Entering Unmasked Estep 
Score: -28029054.000000 Penalty: 6135.585938
	Iteration 12F: 3 clusters Score -2.802905e+07 nChanged 13379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145043 members 
Mstep: Class 2 contains 90614 members 
Entering Unmasked Estep 
Score: -28036622.000000 Penalty: 6135.585938
	Iteration 13F: 3 clusters Score -2.803662e+07 nChanged 10477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146302 members 
Mstep: Class 2 contains 89355 members 
Entering Unmasked Estep 
Score: -28040722.000000 Penalty: 6135.585938
	Iteration 14Q: 3 clusters Score -2.804072e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146826 members 
Mstep: Class 2 contains 88831 members 
Entering Unmasked Estep 
Score: -28041888.000000 Penalty: 6135.585938
	Iteration 15Q: 3 clusters Score -2.804189e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147142 members 
Mstep: Class 2 contains 88515 members 
Entering Unmasked Estep 
Score: -28042714.000000 Penalty: 6135.585938
	Iteration 16Q: 3 clusters Score -2.804271e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147298 members 
Mstep: Class 2 contains 88359 members 
Entering Unmasked Estep 
Score: -28042884.000000 Penalty: 6135.585938
	Iteration 17Q: 3 clusters Score -2.804288e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147341 members 
Mstep: Class 2 contains 88316 members 
Entering Unmasked Estep 
Score: -28042998.000000 Penalty: 6135.585938
	Iteration 18Q: 3 clusters Score -2.8043e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147244 members 
Mstep: Class 2 contains 88413 members 
Entering Unmasked Estep 
Score: -28043332.000000 Penalty: 6135.585938
	Iteration 19Q: 3 clusters Score -2.804333e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147049 members 
Mstep: Class 2 contains 88608 members 
Entering Unmasked Estep 
Score: -28043676.000000 Penalty: 6135.585938
	Iteration 20F: 3 clusters Score -2.804368e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146792 members 
Mstep: Class 2 contains 88865 members 
Entering Unmasked Estep 
Score: -28044158.000000 Penalty: 6135.585938
	Iteration 21Q: 3 clusters Score -2.804416e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146455 members 
Mstep: Class 2 contains 89202 members 
Entering Unmasked Estep 
Score: -28044402.000000 Penalty: 6135.585938
	Iteration 22Q: 3 clusters Score -2.80444e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145972 members 
Mstep: Class 2 contains 89685 members 
Entering Unmasked Estep 
Score: -28044826.000000 Penalty: 6135.585938
	Iteration 23Q: 3 clusters Score -2.804483e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145380 members 
Mstep: Class 2 contains 90277 members 
Entering Unmasked Estep 
Score: -28044928.000000 Penalty: 6135.585938
	Iteration 24Q: 3 clusters Score -2.804493e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144703 members 
Mstep: Class 2 contains 90954 members 
Entering Unmasked Estep 
Score: -28045186.000000 Penalty: 6135.585938
	Iteration 25Q: 3 clusters Score -2.804519e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143916 members 
Mstep: Class 2 contains 91741 members 
Entering Unmasked Estep 
Score: -28045520.000000 Penalty: 6135.585938
	Iteration 26Q: 3 clusters Score -2.804552e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143031 members 
Mstep: Class 2 contains 92626 members 
Entering Unmasked Estep 
Score: -28045576.000000 Penalty: 6135.585938
	Iteration 27Q: 3 clusters Score -2.804558e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142111 members 
Mstep: Class 2 contains 93546 members 
Entering Unmasked Estep 
Score: -28045840.000000 Penalty: 6135.585938
	Iteration 28Q: 3 clusters Score -2.804584e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141123 members 
Mstep: Class 2 contains 94534 members 
Entering Unmasked Estep 
Score: -28046042.000000 Penalty: 6135.585938
	Iteration 29Q: 3 clusters Score -2.804604e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140052 members 
Mstep: Class 2 contains 95605 members 
Entering Unmasked Estep 
Score: -28046430.000000 Penalty: 6135.585938
	Iteration 30Q: 3 clusters Score -2.804643e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138981 members 
Mstep: Class 2 contains 96676 members 
Entering Unmasked Estep 
Score: -28046630.000000 Penalty: 6135.585938
	Iteration 31Q: 3 clusters Score -2.804663e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137820 members 
Mstep: Class 2 contains 97837 members 
Entering Unmasked Estep 
Score: -28047006.000000 Penalty: 6135.585938
	Iteration 32Q: 3 clusters Score -2.804701e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136575 members 
Mstep: Class 2 contains 99082 members 
Entering Unmasked Estep 
Score: -28047366.000000 Penalty: 6135.585938
	Iteration 33Q: 3 clusters Score -2.804737e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135317 members 
Mstep: Class 2 contains 100340 members 
Entering Unmasked Estep 
Score: -28047712.000000 Penalty: 6135.585938
	Iteration 34Q: 3 clusters Score -2.804771e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134041 members 
Mstep: Class 2 contains 101616 members 
Entering Unmasked Estep 
Score: -28048238.000000 Penalty: 6135.585938
	Iteration 35Q: 3 clusters Score -2.804824e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132688 members 
Mstep: Class 2 contains 102969 members 
Entering Unmasked Estep 
Score: -28048676.000000 Penalty: 6135.585938
	Iteration 36Q: 3 clusters Score -2.804868e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131410 members 
Mstep: Class 2 contains 104247 members 
Entering Unmasked Estep 
Score: -28049002.000000 Penalty: 6135.585938
	Iteration 37Q: 3 clusters Score -2.8049e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130114 members 
Mstep: Class 2 contains 105543 members 
Entering Unmasked Estep 
Score: -28049600.000000 Penalty: 6135.585938
	Iteration 38Q: 3 clusters Score -2.80496e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128823 members 
Mstep: Class 2 contains 106834 members 
Entering Unmasked Estep 
Score: -28050236.000000 Penalty: 6135.585938
	Iteration 39Q: 3 clusters Score -2.805024e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127503 members 
Mstep: Class 2 contains 108154 members 
Entering Unmasked Estep 
Score: -28050946.000000 Penalty: 6135.585938
	Iteration 40F: 3 clusters Score -2.805095e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126189 members 
Mstep: Class 2 contains 109468 members 
Entering Unmasked Estep 
Score: -28051652.000000 Penalty: 6135.585938
	Iteration 41Q: 3 clusters Score -2.805165e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125094 members 
Mstep: Class 2 contains 110563 members 
Entering Unmasked Estep 
Score: -28052364.000000 Penalty: 6135.585938
	Iteration 42Q: 3 clusters Score -2.805236e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124089 members 
Mstep: Class 2 contains 111568 members 
Entering Unmasked Estep 
Score: -28053038.000000 Penalty: 6135.585938
	Iteration 43Q: 3 clusters Score -2.805304e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123369 members 
Mstep: Class 2 contains 112288 members 
Entering Unmasked Estep 
Score: -28053662.000000 Penalty: 6135.585938
	Iteration 44Q: 3 clusters Score -2.805366e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122827 members 
Mstep: Class 2 contains 112830 members 
Entering Unmasked Estep 
Score: -28054042.000000 Penalty: 6135.585938
	Iteration 45Q: 3 clusters Score -2.805404e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122488 members 
Mstep: Class 2 contains 113169 members 
Entering Unmasked Estep 
Score: -28054360.000000 Penalty: 6135.585938
	Iteration 46Q: 3 clusters Score -2.805436e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122335 members 
Mstep: Class 2 contains 113322 members 
Entering Unmasked Estep 
Score: -28054698.000000 Penalty: 6135.585938
	Iteration 47Q: 3 clusters Score -2.80547e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122364 members 
Mstep: Class 2 contains 113293 members 
Entering Unmasked Estep 
Score: -28055110.000000 Penalty: 6135.585938
	Iteration 48Q: 3 clusters Score -2.805511e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122600 members 
Mstep: Class 2 contains 113057 members 
Entering Unmasked Estep 
Score: -28055302.000000 Penalty: 6135.585938
	Iteration 49Q: 3 clusters Score -2.80553e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122960 members 
Mstep: Class 2 contains 112697 members 
Entering Unmasked Estep 
Score: -28055536.000000 Penalty: 6135.585938
	Iteration 50Q: 3 clusters Score -2.805554e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123461 members 
Mstep: Class 2 contains 112196 members 
Entering Unmasked Estep 
Score: -28055678.000000 Penalty: 6135.585938
	Iteration 51Q: 3 clusters Score -2.805568e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124111 members 
Mstep: Class 2 contains 111546 members 
Entering Unmasked Estep 
Score: -28055742.000000 Penalty: 6135.585938
	Iteration 52Q: 3 clusters Score -2.805574e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124801 members 
Mstep: Class 2 contains 110856 members 
Entering Unmasked Estep 
Score: -28055754.000000 Penalty: 6135.585938
	Iteration 53Q: 3 clusters Score -2.805575e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125568 members 
Mstep: Class 2 contains 110089 members 
Entering Unmasked Estep 
Score: -28055810.000000 Penalty: 6135.585938
	Iteration 54Q: 3 clusters Score -2.805581e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126316 members 
Mstep: Class 2 contains 109341 members 
Entering Unmasked Estep 
Score: -28055852.000000 Penalty: 6135.585938
	Iteration 55Q: 3 clusters Score -2.805585e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127068 members 
Mstep: Class 2 contains 108589 members 
Entering Unmasked Estep 
Score: -28055846.000000 Penalty: 6135.585938
	Iteration 56Q: 3 clusters Score -2.805585e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127822 members 
Mstep: Class 2 contains 107835 members 
Entering Unmasked Estep 
Score: -28055854.000000 Penalty: 6135.585938
	Iteration 57Q: 3 clusters Score -2.805585e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128493 members 
Mstep: Class 2 contains 107164 members 
Entering Unmasked Estep 
Score: -28055858.000000 Penalty: 6135.585938
	Iteration 58Q: 3 clusters Score -2.805586e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129114 members 
Mstep: Class 2 contains 106543 members 
Entering Unmasked Estep 
Score: -28055772.000000 Penalty: 6135.585938
	Iteration 59Q: 3 clusters Score -2.805577e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129745 members 
Mstep: Class 2 contains 105912 members 
Entering Unmasked Estep 
Score: -28055710.000000 Penalty: 6135.585938
	Iteration 60F: 3 clusters Score -2.805571e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130395 members 
Mstep: Class 2 contains 105262 members 
Entering Unmasked Estep 
Score: -28055606.000000 Penalty: 6135.585938
	Iteration 61Q: 3 clusters Score -2.805561e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131051 members 
Mstep: Class 2 contains 104606 members 
Entering Unmasked Estep 
Score: -28055660.000000 Penalty: 6135.585938
	Iteration 62Q: 3 clusters Score -2.805566e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131756 members 
Mstep: Class 2 contains 103901 members 
Entering Unmasked Estep 
Score: -28055612.000000 Penalty: 6135.585938
	Iteration 63Q: 3 clusters Score -2.805561e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132461 members 
Mstep: Class 2 contains 103196 members 
Entering Unmasked Estep 
Score: -28055518.000000 Penalty: 6135.585938
	Iteration 64Q: 3 clusters Score -2.805552e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133107 members 
Mstep: Class 2 contains 102550 members 
Entering Unmasked Estep 
Score: -28055488.000000 Penalty: 6135.585938
	Iteration 65Q: 3 clusters Score -2.805549e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133723 members 
Mstep: Class 2 contains 101934 members 
Entering Unmasked Estep 
Score: -28055476.000000 Penalty: 6135.585938
	Iteration 66Q: 3 clusters Score -2.805548e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134285 members 
Mstep: Class 2 contains 101372 members 
Entering Unmasked Estep 
Score: -28055384.000000 Penalty: 6135.585938
	Iteration 67Q: 3 clusters Score -2.805538e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134857 members 
Mstep: Class 2 contains 100800 members 
Entering Unmasked Estep 
Score: -28055344.000000 Penalty: 6135.585938
	Iteration 68Q: 3 clusters Score -2.805534e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135414 members 
Mstep: Class 2 contains 100243 members 
Entering Unmasked Estep 
Score: -28055290.000000 Penalty: 6135.585938
	Iteration 69Q: 3 clusters Score -2.805529e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135983 members 
Mstep: Class 2 contains 99674 members 
Entering Unmasked Estep 
Score: -28055270.000000 Penalty: 6135.585938
	Iteration 70Q: 3 clusters Score -2.805527e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136522 members 
Mstep: Class 2 contains 99135 members 
Entering Unmasked Estep 
Score: -28055260.000000 Penalty: 6135.585938
	Iteration 71Q: 3 clusters Score -2.805526e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137012 members 
Mstep: Class 2 contains 98645 members 
Entering Unmasked Estep 
Score: -28055234.000000 Penalty: 6135.585938
	Iteration 72Q: 3 clusters Score -2.805523e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137473 members 
Mstep: Class 2 contains 98184 members 
Entering Unmasked Estep 
Score: -28055250.000000 Penalty: 6135.585938
	Iteration 73Q: 3 clusters Score -2.805525e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137919 members 
Mstep: Class 2 contains 97738 members 
Entering Unmasked Estep 
Score: -28055152.000000 Penalty: 6135.585938
	Iteration 74Q: 3 clusters Score -2.805515e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138353 members 
Mstep: Class 2 contains 97304 members 
Entering Unmasked Estep 
Score: -28055094.000000 Penalty: 6135.585938
	Iteration 75Q: 3 clusters Score -2.805509e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138726 members 
Mstep: Class 2 contains 96931 members 
Entering Unmasked Estep 
Score: -28055032.000000 Penalty: 6135.585938
	Iteration 76Q: 3 clusters Score -2.805503e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139111 members 
Mstep: Class 2 contains 96546 members 
Entering Unmasked Estep 
Score: -28055016.000000 Penalty: 6135.585938
	Iteration 77Q: 3 clusters Score -2.805502e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139452 members 
Mstep: Class 2 contains 96205 members 
Entering Unmasked Estep 
Score: -28054952.000000 Penalty: 6135.585938
	Iteration 78Q: 3 clusters Score -2.805495e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139822 members 
Mstep: Class 2 contains 95835 members 
Entering Unmasked Estep 
Score: -28054952.000000 Penalty: 6135.585938
	Iteration 79Q: 3 clusters Score -2.805495e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140186 members 
Mstep: Class 2 contains 95471 members 
Entering Unmasked Estep 
Score: -28054904.000000 Penalty: 6135.585938
	Iteration 80F: 3 clusters Score -2.80549e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140555 members 
Mstep: Class 2 contains 95102 members 
Entering Unmasked Estep 
Score: -28054868.000000 Penalty: 6135.585938
	Iteration 81Q: 3 clusters Score -2.805487e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140889 members 
Mstep: Class 2 contains 94768 members 
Entering Unmasked Estep 
Score: -28054834.000000 Penalty: 6135.585938
	Iteration 82Q: 3 clusters Score -2.805483e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141193 members 
Mstep: Class 2 contains 94464 members 
Entering Unmasked Estep 
Score: -28054812.000000 Penalty: 6135.585938
	Iteration 83Q: 3 clusters Score -2.805481e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141520 members 
Mstep: Class 2 contains 94137 members 
Entering Unmasked Estep 
Score: -28054760.000000 Penalty: 6135.585938
	Iteration 84Q: 3 clusters Score -2.805476e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141844 members 
Mstep: Class 2 contains 93813 members 
Entering Unmasked Estep 
Score: -28054656.000000 Penalty: 6135.585938
	Iteration 85Q: 3 clusters Score -2.805466e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142145 members 
Mstep: Class 2 contains 93512 members 
Entering Unmasked Estep 
Score: -28054608.000000 Penalty: 6135.585938
	Iteration 86Q: 3 clusters Score -2.805461e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142450 members 
Mstep: Class 2 contains 93207 members 
Entering Unmasked Estep 
Score: -28054642.000000 Penalty: 6135.585938
	Iteration 87Q: 3 clusters Score -2.805464e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142728 members 
Mstep: Class 2 contains 92929 members 
Entering Unmasked Estep 
Score: -28054592.000000 Penalty: 6135.585938
	Iteration 88Q: 3 clusters Score -2.805459e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143032 members 
Mstep: Class 2 contains 92625 members 
Entering Unmasked Estep 
Score: -28054608.000000 Penalty: 6135.585938
	Iteration 89Q: 3 clusters Score -2.805461e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143315 members 
Mstep: Class 2 contains 92342 members 
Entering Unmasked Estep 
Score: -28054564.000000 Penalty: 6135.585938
	Iteration 90Q: 3 clusters Score -2.805456e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143554 members 
Mstep: Class 2 contains 92103 members 
Entering Unmasked Estep 
Score: -28054546.000000 Penalty: 6135.585938
	Iteration 91Q: 3 clusters Score -2.805455e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143805 members 
Mstep: Class 2 contains 91852 members 
Entering Unmasked Estep 
Score: -28054582.000000 Penalty: 6135.585938
	Iteration 92Q: 3 clusters Score -2.805458e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144059 members 
Mstep: Class 2 contains 91598 members 
Entering Unmasked Estep 
Score: -28054640.000000 Penalty: 6135.585938
	Iteration 93Q: 3 clusters Score -2.805464e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144259 members 
Mstep: Class 2 contains 91398 members 
Entering Unmasked Estep 
Score: -28054610.000000 Penalty: 6135.585938
	Iteration 94Q: 3 clusters Score -2.805461e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144454 members 
Mstep: Class 2 contains 91203 members 
Entering Unmasked Estep 
Score: -28054590.000000 Penalty: 6135.585938
	Iteration 95Q: 3 clusters Score -2.805459e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144661 members 
Mstep: Class 2 contains 90996 members 
Entering Unmasked Estep 
Score: -28054594.000000 Penalty: 6135.585938
	Iteration 96Q: 3 clusters Score -2.805459e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144866 members 
Mstep: Class 2 contains 90791 members 
Entering Unmasked Estep 
Score: -28054578.000000 Penalty: 6135.585938
	Iteration 97Q: 3 clusters Score -2.805458e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145043 members 
Mstep: Class 2 contains 90614 members 
Entering Unmasked Estep 
Score: -28054560.000000 Penalty: 6135.585938
	Iteration 98Q: 3 clusters Score -2.805456e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145197 members 
Mstep: Class 2 contains 90460 members 
Entering Unmasked Estep 
Score: -28054490.000000 Penalty: 6135.585938
	Iteration 99Q: 3 clusters Score -2.805449e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145336 members 
Mstep: Class 2 contains 90321 members 
Entering Unmasked Estep 
Score: -28054498.000000 Penalty: 6135.585938
	Iteration 100F: 3 clusters Score -2.80545e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145470 members 
Mstep: Class 2 contains 90187 members 
Entering Unmasked Estep 
Score: -28054488.000000 Penalty: 6135.585938
	Iteration 101Q: 3 clusters Score -2.805449e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145609 members 
Mstep: Class 2 contains 90048 members 
Entering Unmasked Estep 
Score: -28054464.000000 Penalty: 6135.585938
	Iteration 102Q: 3 clusters Score -2.805446e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145782 members 
Mstep: Class 2 contains 89875 members 
Entering Unmasked Estep 
Score: -28054488.000000 Penalty: 6135.585938
	Iteration 103Q: 3 clusters Score -2.805449e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145970 members 
Mstep: Class 2 contains 89687 members 
Entering Unmasked Estep 
Score: -28054504.000000 Penalty: 6135.585938
	Iteration 104Q: 3 clusters Score -2.80545e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146146 members 
Mstep: Class 2 contains 89511 members 
Entering Unmasked Estep 
Score: -28054470.000000 Penalty: 6135.585938
	Iteration 105Q: 3 clusters Score -2.805447e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146343 members 
Mstep: Class 2 contains 89314 members 
Entering Unmasked Estep 
Score: -28054490.000000 Penalty: 6135.585938
	Iteration 106Q: 3 clusters Score -2.805449e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146526 members 
Mstep: Class 2 contains 89131 members 
Entering Unmasked Estep 
Score: -28054458.000000 Penalty: 6135.585938
	Iteration 107Q: 3 clusters Score -2.805446e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146692 members 
Mstep: Class 2 contains 88965 members 
Entering Unmasked Estep 
Score: -28054438.000000 Penalty: 6135.585938
	Iteration 108Q: 3 clusters Score -2.805444e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146871 members 
Mstep: Class 2 contains 88786 members 
Entering Unmasked Estep 
Score: -28054482.000000 Penalty: 6135.585938
	Iteration 109Q: 3 clusters Score -2.805448e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147039 members 
Mstep: Class 2 contains 88618 members 
Entering Unmasked Estep 
Score: -28054470.000000 Penalty: 6135.585938
	Iteration 110Q: 3 clusters Score -2.805447e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147235 members 
Mstep: Class 2 contains 88422 members 
Entering Unmasked Estep 
Score: -28054484.000000 Penalty: 6135.585938
	Iteration 111Q: 3 clusters Score -2.805448e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147412 members 
Mstep: Class 2 contains 88245 members 
Entering Unmasked Estep 
Score: -28054506.000000 Penalty: 6135.585938
	Iteration 112Q: 3 clusters Score -2.805451e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147641 members 
Mstep: Class 2 contains 88016 members 
Entering Unmasked Estep 
Score: -28054476.000000 Penalty: 6135.585938
	Iteration 113Q: 3 clusters Score -2.805448e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147858 members 
Mstep: Class 2 contains 87799 members 
Entering Unmasked Estep 
Score: -28054456.000000 Penalty: 6135.585938
	Iteration 114Q: 3 clusters Score -2.805446e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148077 members 
Mstep: Class 2 contains 87580 members 
Entering Unmasked Estep 
Score: -28054452.000000 Penalty: 6135.585938
	Iteration 115Q: 3 clusters Score -2.805445e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148261 members 
Mstep: Class 2 contains 87396 members 
Entering Unmasked Estep 
Score: -28054432.000000 Penalty: 6135.585938
	Iteration 116Q: 3 clusters Score -2.805443e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148437 members 
Mstep: Class 2 contains 87220 members 
Entering Unmasked Estep 
Score: -28054384.000000 Penalty: 6135.585938
	Iteration 117Q: 3 clusters Score -2.805438e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148628 members 
Mstep: Class 2 contains 87029 members 
Entering Unmasked Estep 
Score: -28054404.000000 Penalty: 6135.585938
	Iteration 118Q: 3 clusters Score -2.80544e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148798 members 
Mstep: Class 2 contains 86859 members 
Entering Unmasked Estep 
Score: -28054380.000000 Penalty: 6135.585938
	Iteration 119Q: 3 clusters Score -2.805438e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148933 members 
Mstep: Class 2 contains 86724 members 
Entering Unmasked Estep 
Score: -28054352.000000 Penalty: 6135.585938
	Iteration 120F: 3 clusters Score -2.805435e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149096 members 
Mstep: Class 2 contains 86561 members 
Entering Unmasked Estep 
Score: -28054350.000000 Penalty: 6135.585938
	Iteration 121Q: 3 clusters Score -2.805435e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149293 members 
Mstep: Class 2 contains 86364 members 
Entering Unmasked Estep 
Score: -28054300.000000 Penalty: 6135.585938
	Iteration 122Q: 3 clusters Score -2.80543e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149483 members 
Mstep: Class 2 contains 86174 members 
Entering Unmasked Estep 
Score: -28054288.000000 Penalty: 6135.585938
	Iteration 123Q: 3 clusters Score -2.805429e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149683 members 
Mstep: Class 2 contains 85974 members 
Entering Unmasked Estep 
Score: -28054242.000000 Penalty: 6135.585938
	Iteration 124Q: 3 clusters Score -2.805424e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149865 members 
Mstep: Class 2 contains 85792 members 
Entering Unmasked Estep 
Score: -28054266.000000 Penalty: 6135.585938
	Iteration 125Q: 3 clusters Score -2.805427e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150048 members 
Mstep: Class 2 contains 85609 members 
Entering Unmasked Estep 
Score: -28054252.000000 Penalty: 6135.585938
	Iteration 126Q: 3 clusters Score -2.805425e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150222 members 
Mstep: Class 2 contains 85435 members 
Entering Unmasked Estep 
Score: -28054246.000000 Penalty: 6135.585938
	Iteration 127Q: 3 clusters Score -2.805425e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150397 members 
Mstep: Class 2 contains 85260 members 
Entering Unmasked Estep 
Score: -28054208.000000 Penalty: 6135.585938
	Iteration 128Q: 3 clusters Score -2.805421e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150558 members 
Mstep: Class 2 contains 85099 members 
Entering Unmasked Estep 
Score: -28054172.000000 Penalty: 6135.585938
	Iteration 129Q: 3 clusters Score -2.805417e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150724 members 
Mstep: Class 2 contains 84933 members 
Entering Unmasked Estep 
Score: -28054190.000000 Penalty: 6135.585938
	Iteration 130Q: 3 clusters Score -2.805419e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150896 members 
Mstep: Class 2 contains 84761 members 
Entering Unmasked Estep 
Score: -28054174.000000 Penalty: 6135.585938
	Iteration 131Q: 3 clusters Score -2.805417e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151075 members 
Mstep: Class 2 contains 84582 members 
Entering Unmasked Estep 
Score: -28054160.000000 Penalty: 6135.585938
	Iteration 132Q: 3 clusters Score -2.805416e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151243 members 
Mstep: Class 2 contains 84414 members 
Entering Unmasked Estep 
Score: -28054082.000000 Penalty: 6135.585938
	Iteration 133Q: 3 clusters Score -2.805408e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151402 members 
Mstep: Class 2 contains 84255 members 
Entering Unmasked Estep 
Score: -28054084.000000 Penalty: 6135.585938
	Iteration 134Q: 3 clusters Score -2.805408e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151563 members 
Mstep: Class 2 contains 84094 members 
Entering Unmasked Estep 
Score: -28054074.000000 Penalty: 6135.585938
	Iteration 135Q: 3 clusters Score -2.805407e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151727 members 
Mstep: Class 2 contains 83930 members 
Entering Unmasked Estep 
Score: -28054084.000000 Penalty: 6135.585938
	Iteration 136Q: 3 clusters Score -2.805408e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151864 members 
Mstep: Class 2 contains 83793 members 
Entering Unmasked Estep 
Score: -28054038.000000 Penalty: 6135.585938
	Iteration 137Q: 3 clusters Score -2.805404e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152034 members 
Mstep: Class 2 contains 83623 members 
Entering Unmasked Estep 
Score: -28054018.000000 Penalty: 6135.585938
	Iteration 138Q: 3 clusters Score -2.805402e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152193 members 
Mstep: Class 2 contains 83464 members 
Entering Unmasked Estep 
Score: -28053944.000000 Penalty: 6135.585938
	Iteration 139Q: 3 clusters Score -2.805394e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152350 members 
Mstep: Class 2 contains 83307 members 
Entering Unmasked Estep 
Score: -28053966.000000 Penalty: 6135.585938
	Iteration 140F: 3 clusters Score -2.805397e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152518 members 
Mstep: Class 2 contains 83139 members 
Entering Unmasked Estep 
Score: -28053962.000000 Penalty: 6135.585938
	Iteration 141Q: 3 clusters Score -2.805396e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152688 members 
Mstep: Class 2 contains 82969 members 
Entering Unmasked Estep 
Score: -28053930.000000 Penalty: 6135.585938
	Iteration 142Q: 3 clusters Score -2.805393e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152879 members 
Mstep: Class 2 contains 82778 members 
Entering Unmasked Estep 
Score: -28053934.000000 Penalty: 6135.585938
	Iteration 143Q: 3 clusters Score -2.805393e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153079 members 
Mstep: Class 2 contains 82578 members 
Entering Unmasked Estep 
Score: -28053930.000000 Penalty: 6135.585938
	Iteration 144Q: 3 clusters Score -2.805393e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153304 members 
Mstep: Class 2 contains 82353 members 
Entering Unmasked Estep 
Score: -28053922.000000 Penalty: 6135.585938
	Iteration 145Q: 3 clusters Score -2.805392e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153555 members 
Mstep: Class 2 contains 82102 members 
Entering Unmasked Estep 
Score: -28053948.000000 Penalty: 6135.585938
	Iteration 146Q: 3 clusters Score -2.805395e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153819 members 
Mstep: Class 2 contains 81838 members 
Entering Unmasked Estep 
Score: -28053946.000000 Penalty: 6135.585938
	Iteration 147Q: 3 clusters Score -2.805395e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154070 members 
Mstep: Class 2 contains 81587 members 
Entering Unmasked Estep 
Score: -28053934.000000 Penalty: 6135.585938
	Iteration 148Q: 3 clusters Score -2.805393e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154316 members 
Mstep: Class 2 contains 81341 members 
Entering Unmasked Estep 
Score: -28053976.000000 Penalty: 6135.585938
	Iteration 149Q: 3 clusters Score -2.805398e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154606 members 
Mstep: Class 2 contains 81051 members 
Entering Unmasked Estep 
Score: -28053964.000000 Penalty: 6135.585938
	Iteration 150Q: 3 clusters Score -2.805396e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154898 members 
Mstep: Class 2 contains 80759 members 
Entering Unmasked Estep 
Score: -28053898.000000 Penalty: 6135.585938
	Iteration 151Q: 3 clusters Score -2.80539e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155252 members 
Mstep: Class 2 contains 80405 members 
Entering Unmasked Estep 
Score: -28053918.000000 Penalty: 6135.585938
	Iteration 152Q: 3 clusters Score -2.805392e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155586 members 
Mstep: Class 2 contains 80071 members 
Entering Unmasked Estep 
Score: -28053898.000000 Penalty: 6135.585938
	Iteration 153Q: 3 clusters Score -2.80539e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155984 members 
Mstep: Class 2 contains 79673 members 
Entering Unmasked Estep 
Score: -28053952.000000 Penalty: 6135.585938
	Iteration 154Q: 3 clusters Score -2.805395e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156375 members 
Mstep: Class 2 contains 79282 members 
Entering Unmasked Estep 
Score: -28053890.000000 Penalty: 6135.585938
	Iteration 155Q: 3 clusters Score -2.805389e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156736 members 
Mstep: Class 2 contains 78921 members 
Entering Unmasked Estep 
Score: -28053860.000000 Penalty: 6135.585938
	Iteration 156Q: 3 clusters Score -2.805386e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157147 members 
Mstep: Class 2 contains 78510 members 
Entering Unmasked Estep 
Score: -28053816.000000 Penalty: 6135.585938
	Iteration 157Q: 3 clusters Score -2.805382e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157555 members 
Mstep: Class 2 contains 78102 members 
Entering Unmasked Estep 
Score: -28053826.000000 Penalty: 6135.585938
	Iteration 158Q: 3 clusters Score -2.805383e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157996 members 
Mstep: Class 2 contains 77661 members 
Entering Unmasked Estep 
Score: -28053892.000000 Penalty: 6135.585938
	Iteration 159Q: 3 clusters Score -2.805389e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158489 members 
Mstep: Class 2 contains 77168 members 
Entering Unmasked Estep 
Score: -28053868.000000 Penalty: 6135.585938
	Iteration 160F: 3 clusters Score -2.805387e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158987 members 
Mstep: Class 2 contains 76670 members 
Entering Unmasked Estep 
Score: -28053862.000000 Penalty: 6135.585938
	Iteration 161Q: 3 clusters Score -2.805386e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159516 members 
Mstep: Class 2 contains 76141 members 
Entering Unmasked Estep 
Score: -28053908.000000 Penalty: 6135.585938
	Iteration 162Q: 3 clusters Score -2.805391e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160084 members 
Mstep: Class 2 contains 75573 members 
Entering Unmasked Estep 
Score: -28053908.000000 Penalty: 6135.585938
	Iteration 163Q: 3 clusters Score -2.805391e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160672 members 
Mstep: Class 2 contains 74985 members 
Entering Unmasked Estep 
Score: -28053784.000000 Penalty: 6135.585938
	Iteration 164Q: 3 clusters Score -2.805378e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161309 members 
Mstep: Class 2 contains 74348 members 
Entering Unmasked Estep 
Score: -28053772.000000 Penalty: 6135.585938
	Iteration 165Q: 3 clusters Score -2.805377e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161991 members 
Mstep: Class 2 contains 73666 members 
Entering Unmasked Estep 
Score: -28053832.000000 Penalty: 6135.585938
	Iteration 166Q: 3 clusters Score -2.805383e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162669 members 
Mstep: Class 2 contains 72988 members 
Entering Unmasked Estep 
Score: -28053794.000000 Penalty: 6135.585938
	Iteration 167Q: 3 clusters Score -2.805379e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163378 members 
Mstep: Class 2 contains 72279 members 
Entering Unmasked Estep 
Score: -28053834.000000 Penalty: 6135.585938
	Iteration 168Q: 3 clusters Score -2.805383e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164137 members 
Mstep: Class 2 contains 71520 members 
Entering Unmasked Estep 
Score: -28053852.000000 Penalty: 6135.585938
	Iteration 169Q: 3 clusters Score -2.805385e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164871 members 
Mstep: Class 2 contains 70786 members 
Entering Unmasked Estep 
Score: -28053820.000000 Penalty: 6135.585938
	Iteration 170Q: 3 clusters Score -2.805382e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165585 members 
Mstep: Class 2 contains 70072 members 
Entering Unmasked Estep 
Score: -28053770.000000 Penalty: 6135.585938
	Iteration 171Q: 3 clusters Score -2.805377e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166339 members 
Mstep: Class 2 contains 69318 members 
Entering Unmasked Estep 
Score: -28053728.000000 Penalty: 6135.585938
	Iteration 172Q: 3 clusters Score -2.805373e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167143 members 
Mstep: Class 2 contains 68514 members 
Entering Unmasked Estep 
Score: -28053762.000000 Penalty: 6135.585938
	Iteration 173Q: 3 clusters Score -2.805376e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168053 members 
Mstep: Class 2 contains 67604 members 
Entering Unmasked Estep 
Score: -28053840.000000 Penalty: 6135.585938
	Iteration 174Q: 3 clusters Score -2.805384e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169010 members 
Mstep: Class 2 contains 66647 members 
Entering Unmasked Estep 
Score: -28053842.000000 Penalty: 6135.585938
	Iteration 175Q: 3 clusters Score -2.805384e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169989 members 
Mstep: Class 2 contains 65668 members 
Entering Unmasked Estep 
Score: -28053808.000000 Penalty: 6135.585938
	Iteration 176Q: 3 clusters Score -2.805381e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171077 members 
Mstep: Class 2 contains 64580 members 
Entering Unmasked Estep 
Score: -28053618.000000 Penalty: 6135.585938
	Iteration 177Q: 3 clusters Score -2.805362e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172231 members 
Mstep: Class 2 contains 63426 members 
Entering Unmasked Estep 
Score: -28053660.000000 Penalty: 6135.585938
	Iteration 178Q: 3 clusters Score -2.805366e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173408 members 
Mstep: Class 2 contains 62249 members 
Entering Unmasked Estep 
Score: -28053722.000000 Penalty: 6135.585938
	Iteration 179Q: 3 clusters Score -2.805372e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174603 members 
Mstep: Class 2 contains 61054 members 
Entering Unmasked Estep 
Score: -28053732.000000 Penalty: 6135.585938
	Iteration 180F: 3 clusters Score -2.805373e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175969 members 
Mstep: Class 2 contains 59688 members 
Entering Unmasked Estep 
Score: -28053734.000000 Penalty: 6135.585938
	Iteration 181Q: 3 clusters Score -2.805373e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177444 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
Score: -28053726.000000 Penalty: 6135.585938
	Iteration 182Q: 3 clusters Score -2.805373e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179005 members 
Mstep: Class 2 contains 56652 members 
Entering Unmasked Estep 
Score: -28053786.000000 Penalty: 6135.585938
	Iteration 183Q: 3 clusters Score -2.805379e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180662 members 
Mstep: Class 2 contains 54995 members 
Entering Unmasked Estep 
Score: -28053702.000000 Penalty: 6135.585938
	Iteration 184Q: 3 clusters Score -2.80537e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182489 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -28053656.000000 Penalty: 6135.585938
	Iteration 185Q: 3 clusters Score -2.805366e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184500 members 
Mstep: Class 2 contains 51157 members 
Entering Unmasked Estep 
Score: -28053776.000000 Penalty: 6135.585938
	Iteration 186Q: 3 clusters Score -2.805378e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186661 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -28054094.000000 Penalty: 6135.585938
	Iteration 187Q: 3 clusters Score -2.805409e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188926 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -28054130.000000 Penalty: 6135.585938
	Iteration 188Q: 3 clusters Score -2.805413e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191251 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -28055196.000000 Penalty: 6135.585938
	Iteration 189Q: 3 clusters Score -2.80552e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193666 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -28056272.000000 Penalty: 6135.585938
	Iteration 190Q: 3 clusters Score -2.805627e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196243 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -28057462.000000 Penalty: 6135.585938
	Iteration 191Q: 3 clusters Score -2.805746e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198978 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -28058582.000000 Penalty: 6135.585938
	Iteration 192Q: 3 clusters Score -2.805858e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201808 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -28059510.000000 Penalty: 6135.585938
	Iteration 193Q: 3 clusters Score -2.805951e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204725 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -28060402.000000 Penalty: 6135.585938
	Iteration 194Q: 3 clusters Score -2.80604e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207732 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -28060998.000000 Penalty: 6135.585938
	Iteration 195Q: 3 clusters Score -2.8061e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210721 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -28061432.000000 Penalty: 6135.585938
	Iteration 196Q: 3 clusters Score -2.806143e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213663 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -28061076.000000 Penalty: 6135.585938
	Iteration 197Q: 3 clusters Score -2.806108e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216295 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -28060810.000000 Penalty: 6135.585938
	Iteration 198Q: 3 clusters Score -2.806081e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218573 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -28060020.000000 Penalty: 6135.585938
	Iteration 199Q: 3 clusters Score -2.806002e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220547 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -28059462.000000 Penalty: 6135.585938
	Iteration 200F: 3 clusters Score -2.805946e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222284 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -28058720.000000 Penalty: 6135.585938
	Iteration 201Q: 3 clusters Score -2.805872e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223773 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -28058046.000000 Penalty: 6135.585938
	Iteration 202Q: 3 clusters Score -2.805805e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225040 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -28057406.000000 Penalty: 6135.585938
	Iteration 203Q: 3 clusters Score -2.805741e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226094 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -28056570.000000 Penalty: 6135.585938
	Iteration 204Q: 3 clusters Score -2.805657e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227004 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -28056056.000000 Penalty: 6135.585938
	Iteration 205Q: 3 clusters Score -2.805606e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227767 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -28055698.000000 Penalty: 6135.585938
	Iteration 206Q: 3 clusters Score -2.80557e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228412 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -28055396.000000 Penalty: 6135.585938
	Iteration 207Q: 3 clusters Score -2.80554e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228936 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -28055068.000000 Penalty: 6135.585938
	Iteration 208Q: 3 clusters Score -2.805507e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229342 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -28054872.000000 Penalty: 6135.585938
	Iteration 209Q: 3 clusters Score -2.805487e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229677 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -28054722.000000 Penalty: 6135.585938
	Iteration 210Q: 3 clusters Score -2.805472e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229957 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -28054432.000000 Penalty: 6135.585938
	Iteration 211Q: 3 clusters Score -2.805443e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230226 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -28054258.000000 Penalty: 6135.585938
	Iteration 212Q: 3 clusters Score -2.805426e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230450 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -28054106.000000 Penalty: 6135.585938
	Iteration 213Q: 3 clusters Score -2.805411e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230708 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -28053900.000000 Penalty: 6135.585938
	Iteration 214Q: 3 clusters Score -2.80539e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230911 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -28053834.000000 Penalty: 6135.585938
	Iteration 215Q: 3 clusters Score -2.805383e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231098 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -28053766.000000 Penalty: 6135.585938
	Iteration 216Q: 3 clusters Score -2.805377e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231259 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -28053724.000000 Penalty: 6135.585938
	Iteration 217Q: 3 clusters Score -2.805372e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231398 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -28053610.000000 Penalty: 6135.585938
	Iteration 218Q: 3 clusters Score -2.805361e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231520 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -28053566.000000 Penalty: 6135.585938
	Iteration 219Q: 3 clusters Score -2.805357e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231643 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -28053480.000000 Penalty: 6135.585938
	Iteration 220F: 3 clusters Score -2.805348e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231725 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -28053420.000000 Penalty: 6135.585938
	Iteration 221Q: 3 clusters Score -2.805342e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231808 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -28053388.000000 Penalty: 6135.585938
	Iteration 222Q: 3 clusters Score -2.805339e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231877 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -28053422.000000 Penalty: 6135.585938
	Iteration 223Q: 3 clusters Score -2.805342e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231943 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -28053410.000000 Penalty: 6135.585938
	Iteration 224Q: 3 clusters Score -2.805341e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232004 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -28053410.000000 Penalty: 6135.585938
	Iteration 225Q: 3 clusters Score -2.805341e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232064 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -28053380.000000 Penalty: 6135.585938
	Iteration 226Q: 3 clusters Score -2.805338e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232116 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -28053342.000000 Penalty: 6135.585938
	Iteration 227Q: 3 clusters Score -2.805334e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232150 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -28053306.000000 Penalty: 6135.585938
	Iteration 228Q: 3 clusters Score -2.805331e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232170 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -28053304.000000 Penalty: 6135.585938
	Iteration 229Q: 3 clusters Score -2.80533e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232198 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -28053272.000000 Penalty: 6135.585938
	Iteration 230Q: 3 clusters Score -2.805327e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232233 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -28053252.000000 Penalty: 6135.585938
	Iteration 231Q: 3 clusters Score -2.805325e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232260 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -28053178.000000 Penalty: 6135.585938
	Iteration 232Q: 3 clusters Score -2.805318e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232288 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -28053120.000000 Penalty: 6135.585938
	Iteration 233Q: 3 clusters Score -2.805312e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232313 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -28053092.000000 Penalty: 6135.585938
	Iteration 234Q: 3 clusters Score -2.805309e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232332 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -28053100.000000 Penalty: 6135.585938
	Iteration 235Q: 3 clusters Score -2.80531e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232356 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -28053128.000000 Penalty: 6135.585938
	Iteration 236Q: 3 clusters Score -2.805313e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232369 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -28053126.000000 Penalty: 6135.585938
	Iteration 237Q: 3 clusters Score -2.805313e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232380 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -28053122.000000 Penalty: 6135.585938
	Iteration 238Q: 3 clusters Score -2.805312e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232386 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -28053122.000000 Penalty: 6135.585938
	Iteration 239Q: 3 clusters Score -2.805312e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232403 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -28053092.000000 Penalty: 6135.585938
	Iteration 240F: 3 clusters Score -2.805309e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232414 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -28053062.000000 Penalty: 6135.585938
	Iteration 241Q: 3 clusters Score -2.805306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232421 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -28053074.000000 Penalty: 6135.585938
	Iteration 242Q: 3 clusters Score -2.805307e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232429 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -28053074.000000 Penalty: 6135.585938
	Iteration 243Q: 3 clusters Score -2.805307e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232439 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -28053046.000000 Penalty: 6135.585938
	Iteration 244Q: 3 clusters Score -2.805305e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232447 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -28053044.000000 Penalty: 6135.585938
	Iteration 245Q: 3 clusters Score -2.805304e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232462 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -28053052.000000 Penalty: 6135.585938
	Iteration 246Q: 3 clusters Score -2.805305e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232477 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -28053028.000000 Penalty: 6135.585938
	Iteration 247Q: 3 clusters Score -2.805303e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232491 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -28053016.000000 Penalty: 6135.585938
	Iteration 248Q: 3 clusters Score -2.805302e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232505 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -28053008.000000 Penalty: 6135.585938
	Iteration 249Q: 3 clusters Score -2.805301e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232512 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -28053004.000000 Penalty: 6135.585938
	Iteration 250Q: 3 clusters Score -2.8053e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232519 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -28053002.000000 Penalty: 6135.585938
	Iteration 251Q: 3 clusters Score -2.8053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232523 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -28053010.000000 Penalty: 6135.585938
	Iteration 252Q: 3 clusters Score -2.805301e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232530 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -28052994.000000 Penalty: 6135.585938
	Iteration 253Q: 3 clusters Score -2.805299e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232531 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -28052980.000000 Penalty: 6135.585938
	Iteration 254Q: 3 clusters Score -2.805298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232536 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -28053000.000000 Penalty: 6135.585938
	Iteration 255Q: 3 clusters Score -2.8053e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232543 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -28053002.000000 Penalty: 6135.585938
	Iteration 256Q: 3 clusters Score -2.8053e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232546 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -28053010.000000 Penalty: 6135.585938
	Iteration 257Q: 3 clusters Score -2.805301e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232551 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -28053006.000000 Penalty: 6135.585938
	Iteration 258Q: 3 clusters Score -2.805301e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232558 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -28052996.000000 Penalty: 6135.585938
	Iteration 259Q: 3 clusters Score -2.8053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232560 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -28052998.000000 Penalty: 6135.585938
	Iteration 260F: 3 clusters Score -2.8053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232557 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -28053028.000000 Penalty: 6135.585938
	Iteration 261Q: 3 clusters Score -2.805303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232558 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -28053006.000000 Penalty: 6135.585938
	Iteration 262Q: 3 clusters Score -2.805301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232559 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -28053014.000000 Penalty: 6135.585938
	Iteration 263Q: 3 clusters Score -2.805301e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232562 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -28053014.000000 Penalty: 6135.585938
	Iteration 264Q: 3 clusters Score -2.805301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232569 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -28053002.000000 Penalty: 6135.585938
	Iteration 265Q: 3 clusters Score -2.8053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232569 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -28053014.000000 Penalty: 6135.585938
	Iteration 266Q: 3 clusters Score -2.805301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232573 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -28053016.000000 Penalty: 6135.585938
	Iteration 267Q: 3 clusters Score -2.805302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232575 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -28053012.000000 Penalty: 6135.585938
	Iteration 268Q: 3 clusters Score -2.805301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232579 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -28053020.000000 Penalty: 6135.585938
	Iteration 269Q: 3 clusters Score -2.805302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232579 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -28053020.000000 Penalty: 6135.585938
	Iteration 270F: 3 clusters Score -2.805302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 2767 members 
Mstep: Class 3 contains 29190 members 
Mstep: Class 4 contains 15695 members 
Mstep: Class 5 contains 27521 members 
Mstep: Class 6 contains 16960 members 
Mstep: Class 7 contains 1827 members 
Mstep: Class 8 contains 95240 members 
Mstep: Class 9 contains 10277 members 
Mstep: Class 10 contains 4645 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 5274 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 3678 members 
Mstep: Class 15 contains 48612 members 
Mstep: Class 16 contains 34492 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 115180 members 
Mstep: Class 20 contains 235657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80024640.000000 Penalty: 73299.523438
Iteration 79Q: 23 clusters Score -8.002464e+07 nChanged 11288
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 29506 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 28915 members 
Mstep: Class 6 contains 16932 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 96244 members 
Mstep: Class 9 contains 10149 members 
Mstep: Class 10 contains 4716 members 
Mstep: Class 11 contains 618 members 
Mstep: Class 12 contains 5258 members 
Mstep: Class 13 contains 918 members 
Mstep: Class 14 contains 3769 members 
Mstep: Class 15 contains 48820 members 
Mstep: Class 16 contains 34604 members 
Mstep: Class 17 contains 967 members 
Mstep: Class 18 contains 10184 members 
Mstep: Class 19 contains 115745 members 
Mstep: Class 20 contains 232051 members 
Mstep: Class 21 contains 9789 members 
Mstep: Class 22 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 23 clusters Score -8.003138e+07 nChanged 11233
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 2586 members 
Mstep: Class 3 contains 29663 members 
Mstep: Class 4 contains 15897 members 
Mstep: Class 5 contains 29921 members 
Mstep: Class 6 contains 16876 members 
Mstep: Class 7 contains 1808 members 
Mstep: Class 8 contains 96892 members 
Mstep: Class 9 contains 9898 members 
Mstep: Class 10 contains 4749 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 5215 members 
Mstep: Class 13 contains 920 members 
Mstep: Class 14 contains 3852 members 
Mstep: Class 15 contains 48819 members 
Mstep: Class 16 contains 34556 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 10263 members 
Mstep: Class 19 contains 115111 members 
Mstep: Class 20 contains 231015 members 
Mstep: Class 21 contains 10254 members 
Mstep: Class 22 contains 1075 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 23 clusters Score -8.003162e+07 nChanged 11031
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 2497 members 
Mstep: Class 3 contains 29859 members 
Mstep: Class 4 contains 15981 members 
Mstep: Class 5 contains 30786 members 
Mstep: Class 6 contains 16820 members 
Mstep: Class 7 contains 1798 members 
Mstep: Class 8 contains 97597 members 
Mstep: Class 9 contains 9706 members 
Mstep: Class 10 contains 4805 members 
Mstep: Class 11 contains 560 members 
Mstep: Class 12 contains 5190 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 3905 members 
Mstep: Class 15 contains 48795 members 
Mstep: Class 16 contains 34548 members 
Mstep: Class 17 contains 965 members 
Mstep: Class 18 contains 10343 members 
Mstep: Class 19 contains 115423 members 
Mstep: Class 20 contains 229006 members 
Mstep: Class 21 contains 10583 members 
Mstep: Class 22 contains 1088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80033448.000000 Penalty: 73299.523438
Iteration 82Q: 23 clusters Score -8.003345e+07 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 2421 members 
Mstep: Class 3 contains 30060 members 
Mstep: Class 4 contains 16086 members 
Mstep: Class 5 contains 31421 members 
Mstep: Class 6 contains 16786 members 
Mstep: Class 7 contains 1790 members 
Mstep: Class 8 contains 98234 members 
Mstep: Class 9 contains 9542 members 
Mstep: Class 10 contains 4848 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 5169 members 
Mstep: Class 13 contains 925 members 
Mstep: Class 14 contains 3937 members 
Mstep: Class 15 contains 48715 members 
Mstep: Class 16 contains 34573 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 116290 members 
Mstep: Class 20 contains 226813 members 
Mstep: Class 21 contains 10843 members 
Mstep: Class 22 contains 1096 members 
Entering Unmasked Estep 
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Iteration 83Q: 23 clusters Score -8.003507e+07 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 2372 members 
Mstep: Class 3 contains 30253 members 
Mstep: Class 4 contains 16177 members 
Mstep: Class 5 contains 31934 members 
Mstep: Class 6 contains 16777 members 
Mstep: Class 7 contains 1783 members 
Mstep: Class 8 contains 98735 members 
Mstep: Class 9 contains 9407 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 5157 members 
Mstep: Class 13 contains 925 members 
Mstep: Class 14 contains 3967 members 
Mstep: Class 15 contains 48584 members 
Mstep: Class 16 contains 34561 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 10425 members 
Mstep: Class 19 contains 117646 members 
Mstep: Class 20 contains 224518 members 
Mstep: Class 21 contains 11041 members 
Mstep: Class 22 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037200.000000 Penalty: 73299.523438
Iteration 84Q: 23 clusters Score -8.00372e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 2339 members 
Mstep: Class 3 contains 30413 members 
Mstep: Class 4 contains 16223 members 
Mstep: Class 5 contains 32322 members 
Mstep: Class 6 contains 16785 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 8 contains 99105 members 
Mstep: Class 9 contains 9266 members 
Mstep: Class 10 contains 4921 members 
Mstep: Class 11 contains 539 members 
Mstep: Class 12 contains 5154 members 
Mstep: Class 13 contains 927 members 
Mstep: Class 14 contains 3977 members 
Mstep: Class 15 contains 48444 members 
Mstep: Class 16 contains 34553 members 
Mstep: Class 17 contains 969 members 
Mstep: Class 18 contains 10445 members 
Mstep: Class 19 contains 119146 members 
Mstep: Class 20 contains 222358 members 
Mstep: Class 21 contains 11244 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038928.000000 Penalty: 73299.523438
Iteration 85Q: 23 clusters Score -8.003893e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 2318 members 
Mstep: Class 3 contains 30514 members 
Mstep: Class 4 contains 16260 members 
Mstep: Class 5 contains 32633 members 
Mstep: Class 6 contains 16777 members 
Mstep: Class 7 contains 1778 members 
Mstep: Class 8 contains 99259 members 
Mstep: Class 9 contains 9139 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 5149 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 3986 members 
Mstep: Class 15 contains 48287 members 
Mstep: Class 16 contains 34519 members 
Mstep: Class 17 contains 967 members 
Mstep: Class 18 contains 10451 members 
Mstep: Class 19 contains 120878 members 
Mstep: Class 20 contains 220409 members 
Mstep: Class 21 contains 11427 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80040728.000000 Penalty: 73299.523438
Iteration 86Q: 23 clusters Score -8.004073e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 2297 members 
Mstep: Class 3 contains 30595 members 
Mstep: Class 4 contains 16256 members 
Mstep: Class 5 contains 32837 members 
Mstep: Class 6 contains 16760 members 
Mstep: Class 7 contains 1773 members 
Mstep: Class 8 contains 99212 members 
Mstep: Class 9 contains 9013 members 
Mstep: Class 10 contains 4966 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 5138 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 3995 members 
Mstep: Class 15 contains 48129 members 
Mstep: Class 16 contains 34481 members 
Mstep: Class 17 contains 968 members 
Mstep: Class 18 contains 10435 members 
Mstep: Class 19 contains 122642 members 
Mstep: Class 20 contains 218832 members 
Mstep: Class 21 contains 11593 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
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Score: -80042112.000000 Penalty: 73299.523438
Iteration 87Q: 23 clusters Score -8.004211e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 2288 members 
Mstep: Class 3 contains 30645 members 
Mstep: Class 4 contains 16243 members 
Mstep: Class 5 contains 32992 members 
Mstep: Class 6 contains 16725 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 8 contains 99037 members 
Mstep: Class 9 contains 8881 members 
Mstep: Class 10 contains 4984 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 3993 members 
Mstep: Class 15 contains 48040 members 
Mstep: Class 16 contains 34451 members 
Mstep: Class 17 contains 969 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 124457 members 
Mstep: Class 20 contains 217395 members 
Mstep: Class 21 contains 11750 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043160.000000 Penalty: 73299.523438
Iteration 88Q: 23 clusters Score -8.004316e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 2271 members 
Mstep: Class 3 contains 30671 members 
Mstep: Class 4 contains 16228 members 
Mstep: Class 5 contains 33108 members 
Mstep: Class 6 contains 16695 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 8 contains 98758 members 
Mstep: Class 9 contains 8751 members 
Mstep: Class 10 contains 4985 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 4001 members 
Mstep: Class 15 contains 47977 members 
Mstep: Class 16 contains 34411 members 
Mstep: Class 17 contains 969 members 
Mstep: Class 18 contains 10371 members 
Mstep: Class 19 contains 126242 members 
Mstep: Class 20 contains 216130 members 
Mstep: Class 21 contains 11910 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043920.000000 Penalty: 73299.523438
Iteration 89Q: 23 clusters Score -8.004392e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 30628 members 
Mstep: Class 4 contains 16203 members 
Mstep: Class 5 contains 33173 members 
Mstep: Class 6 contains 16674 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 8 contains 98380 members 
Mstep: Class 9 contains 8639 members 
Mstep: Class 10 contains 5000 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 5122 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4008 members 
Mstep: Class 15 contains 47930 members 
Mstep: Class 16 contains 34370 members 
Mstep: Class 17 contains 969 members 
Mstep: Class 18 contains 10329 members 
Mstep: Class 19 contains 128101 members 
Mstep: Class 20 contains 215009 members 
Mstep: Class 21 contains 12045 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044472.000000 Penalty: 73299.523438
Iteration 90Q: 23 clusters Score -8.004447e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 2251 members 
Mstep: Class 3 contains 30571 members 
Mstep: Class 4 contains 16188 members 
Mstep: Class 5 contains 33225 members 
Mstep: Class 6 contains 16653 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 8 contains 97994 members 
Mstep: Class 9 contains 8521 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 5120 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4013 members 
Mstep: Class 15 contains 47938 members 
Mstep: Class 16 contains 34318 members 
Mstep: Class 17 contains 970 members 
Mstep: Class 18 contains 10292 members 
Mstep: Class 19 contains 129863 members 
Mstep: Class 20 contains 213994 members 
Mstep: Class 21 contains 12175 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80045448.000000 Penalty: 73299.523438
Iteration 91Q: 23 clusters Score -8.004545e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 2249 members 
Mstep: Class 3 contains 30526 members 
Mstep: Class 4 contains 16158 members 
Mstep: Class 5 contains 33263 members 
Mstep: Class 6 contains 16646 members 
Mstep: Class 7 contains 1774 members 
Mstep: Class 8 contains 97557 members 
Mstep: Class 9 contains 8414 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 5111 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4021 members 
Mstep: Class 15 contains 47952 members 
Mstep: Class 16 contains 34248 members 
Mstep: Class 17 contains 968 members 
Mstep: Class 18 contains 10240 members 
Mstep: Class 19 contains 131524 members 
Mstep: Class 20 contains 213181 members 
Mstep: Class 21 contains 12291 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80045736.000000 Penalty: 73299.523438
Iteration 92Q: 23 clusters Score -8.004574e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 2245 members 
Mstep: Class 3 contains 30450 members 
Mstep: Class 4 contains 16123 members 
Mstep: Class 5 contains 33279 members 
Mstep: Class 6 contains 16657 members 
Mstep: Class 7 contains 1773 members 
Mstep: Class 8 contains 97101 members 
Mstep: Class 9 contains 8314 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 5110 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4022 members 
Mstep: Class 15 contains 47969 members 
Mstep: Class 16 contains 34187 members 
Mstep: Class 17 contains 968 members 
Mstep: Class 18 contains 10207 members 
Mstep: Class 19 contains 133081 members 
Mstep: Class 20 contains 212500 members 
Mstep: Class 21 contains 12398 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046016.000000 Penalty: 73299.523438
Iteration 93Q: 23 clusters Score -8.004602e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 2247 members 
Mstep: Class 3 contains 30385 members 
Mstep: Class 4 contains 16067 members 
Mstep: Class 5 contains 33275 members 
Mstep: Class 6 contains 16673 members 
Mstep: Class 7 contains 1771 members 
Mstep: Class 8 contains 96657 members 
Mstep: Class 9 contains 8204 members 
Mstep: Class 10 contains 4984 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 5106 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4020 members 
Mstep: Class 15 contains 47970 members 
Mstep: Class 16 contains 34126 members 
Mstep: Class 17 contains 968 members 
Mstep: Class 18 contains 10181 members 
Mstep: Class 19 contains 134472 members 
Mstep: Class 20 contains 211988 members 
Mstep: Class 21 contains 12510 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Iteration 94Q: 23 clusters Score -8.004615e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 2244 members 
Mstep: Class 3 contains 30308 members 
Mstep: Class 4 contains 16014 members 
Mstep: Class 5 contains 33284 members 
Mstep: Class 6 contains 16683 members 
Mstep: Class 7 contains 1770 members 
Mstep: Class 8 contains 96183 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 5105 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4031 members 
Mstep: Class 15 contains 47949 members 
Mstep: Class 16 contains 34081 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 10159 members 
Mstep: Class 19 contains 135792 members 
Mstep: Class 20 contains 211529 members 
Mstep: Class 21 contains 12598 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Iteration 95Q: 23 clusters Score -8.004655e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2245 members 
Mstep: Class 3 contains 30234 members 
Mstep: Class 4 contains 15974 members 
Mstep: Class 5 contains 33296 members 
Mstep: Class 6 contains 16668 members 
Mstep: Class 7 contains 1771 members 
Mstep: Class 8 contains 95797 members 
Mstep: Class 9 contains 8047 members 
Mstep: Class 10 contains 4977 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 5104 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4032 members 
Mstep: Class 15 contains 47969 members 
Mstep: Class 16 contains 34041 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 10133 members 
Mstep: Class 19 contains 137020 members 
Mstep: Class 20 contains 211038 members 
Mstep: Class 21 contains 12680 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
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Iteration 96Q: 23 clusters Score -8.004675e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 2252 members 
Mstep: Class 3 contains 30185 members 
Mstep: Class 4 contains 15935 members 
Mstep: Class 5 contains 33293 members 
Mstep: Class 6 contains 16649 members 
Mstep: Class 7 contains 1771 members 
Mstep: Class 8 contains 95430 members 
Mstep: Class 9 contains 7963 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 11 contains 533 members 
Mstep: Class 12 contains 5108 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4031 members 
Mstep: Class 15 contains 48016 members 
Mstep: Class 16 contains 34014 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 10115 members 
Mstep: Class 19 contains 138133 members 
Mstep: Class 20 contains 210580 members 
Mstep: Class 21 contains 12765 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
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Iteration 97Q: 23 clusters Score -8.00473e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 30132 members 
Mstep: Class 4 contains 15918 members 
Mstep: Class 5 contains 33279 members 
Mstep: Class 6 contains 16644 members 
Mstep: Class 7 contains 1772 members 
Mstep: Class 8 contains 95064 members 
Mstep: Class 9 contains 7867 members 
Mstep: Class 10 contains 4971 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 5106 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4037 members 
Mstep: Class 15 contains 48042 members 
Mstep: Class 16 contains 33980 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 10090 members 
Mstep: Class 19 contains 139166 members 
Mstep: Class 20 contains 210199 members 
Mstep: Class 21 contains 12857 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
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Iteration 98Q: 23 clusters Score -8.004772e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 2255 members 
Mstep: Class 3 contains 30054 members 
Mstep: Class 4 contains 15890 members 
Mstep: Class 5 contains 33279 members 
Mstep: Class 6 contains 16632 members 
Mstep: Class 7 contains 1773 members 
Mstep: Class 8 contains 94741 members 
Mstep: Class 9 contains 7782 members 
Mstep: Class 10 contains 4968 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 5093 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4031 members 
Mstep: Class 15 contains 48082 members 
Mstep: Class 16 contains 33957 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 10072 members 
Mstep: Class 19 contains 140199 members 
Mstep: Class 20 contains 209775 members 
Mstep: Class 21 contains 12949 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047472.000000 Penalty: 73299.523438
Iteration 99Q: 23 clusters Score -8.004747e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 2252 members 
Mstep: Class 3 contains 29998 members 
Mstep: Class 4 contains 15852 members 
Mstep: Class 5 contains 33279 members 
Mstep: Class 6 contains 16616 members 
Mstep: Class 7 contains 1771 members 
Mstep: Class 8 contains 94498 members 
Mstep: Class 9 contains 7691 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 5092 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4025 members 
Mstep: Class 15 contains 48107 members 
Mstep: Class 16 contains 33934 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 10064 members 
Mstep: Class 19 contains 141165 members 
Mstep: Class 20 contains 209287 members 
Mstep: Class 21 contains 13056 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047808.000000 Penalty: 73299.523438
Iteration 100F: 23 clusters Score -8.004781e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2249 members 
Mstep: Class 3 contains 29949 members 
Mstep: Class 4 contains 15821 members 
Mstep: Class 5 contains 33268 members 
Mstep: Class 6 contains 16578 members 
Mstep: Class 7 contains 1772 members 
Mstep: Class 8 contains 94205 members 
Mstep: Class 9 contains 7581 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 5092 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4009 members 
Mstep: Class 15 contains 48113 members 
Mstep: Class 16 contains 33934 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 10047 members 
Mstep: Class 19 contains 142327 members 
Mstep: Class 20 contains 208685 members 
Mstep: Class 21 contains 13177 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048144.000000 Penalty: 73299.523438
Iteration 101Q: 23 clusters Score -8.004814e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 2247 members 
Mstep: Class 3 contains 29886 members 
Mstep: Class 4 contains 15784 members 
Mstep: Class 5 contains 33257 members 
Mstep: Class 6 contains 16527 members 
Mstep: Class 7 contains 1775 members 
Mstep: Class 8 contains 93897 members 
Mstep: Class 9 contains 7477 members 
Mstep: Class 10 contains 4977 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5094 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4003 members 
Mstep: Class 15 contains 48094 members 
Mstep: Class 16 contains 33928 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10027 members 
Mstep: Class 19 contains 143420 members 
Mstep: Class 20 contains 208205 members 
Mstep: Class 21 contains 13295 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048320.000000 Penalty: 73299.523438
Iteration 102Q: 23 clusters Score -8.004832e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 2253 members 
Mstep: Class 3 contains 29825 members 
Mstep: Class 4 contains 15734 members 
Mstep: Class 5 contains 33234 members 
Mstep: Class 6 contains 16488 members 
Mstep: Class 7 contains 1777 members 
Mstep: Class 8 contains 93601 members 
Mstep: Class 9 contains 7387 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5097 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 3994 members 
Mstep: Class 15 contains 48103 members 
Mstep: Class 16 contains 33904 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 10002 members 
Mstep: Class 19 contains 144393 members 
Mstep: Class 20 contains 207826 members 
Mstep: Class 21 contains 13395 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048432.000000 Penalty: 73299.523438
Iteration 103Q: 23 clusters Score -8.004843e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 29767 members 
Mstep: Class 4 contains 15695 members 
Mstep: Class 5 contains 33228 members 
Mstep: Class 6 contains 16437 members 
Mstep: Class 7 contains 1778 members 
Mstep: Class 8 contains 93353 members 
Mstep: Class 9 contains 7302 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5098 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 3987 members 
Mstep: Class 15 contains 48127 members 
Mstep: Class 16 contains 33912 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 9983 members 
Mstep: Class 19 contains 145362 members 
Mstep: Class 20 contains 207330 members 
Mstep: Class 21 contains 13484 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048448.000000 Penalty: 73299.523438
Iteration 104Q: 23 clusters Score -8.004845e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2260 members 
Mstep: Class 3 contains 29733 members 
Mstep: Class 4 contains 15651 members 
Mstep: Class 5 contains 33221 members 
Mstep: Class 6 contains 16388 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 93111 members 
Mstep: Class 9 contains 7221 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5104 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 3989 members 
Mstep: Class 15 contains 48141 members 
Mstep: Class 16 contains 33913 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 146309 members 
Mstep: Class 20 contains 206823 members 
Mstep: Class 21 contains 13569 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048144.000000 Penalty: 73299.523438
Iteration 105Q: 23 clusters Score -8.004814e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 2258 members 
Mstep: Class 3 contains 29689 members 
Mstep: Class 4 contains 15619 members 
Mstep: Class 5 contains 33220 members 
Mstep: Class 6 contains 16353 members 
Mstep: Class 7 contains 1780 members 
Mstep: Class 8 contains 92878 members 
Mstep: Class 9 contains 7121 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5103 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 3993 members 
Mstep: Class 15 contains 48128 members 
Mstep: Class 16 contains 33916 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 147214 members 
Mstep: Class 20 contains 206339 members 
Mstep: Class 21 contains 13663 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048280.000000 Penalty: 73299.523438
Iteration 106Q: 23 clusters Score -8.004828e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 2258 members 
Mstep: Class 3 contains 29661 members 
Mstep: Class 4 contains 15570 members 
Mstep: Class 5 contains 33206 members 
Mstep: Class 6 contains 16313 members 
Mstep: Class 7 contains 1780 members 
Mstep: Class 8 contains 92605 members 
Mstep: Class 9 contains 7018 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5098 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 3984 members 
Mstep: Class 15 contains 48132 members 
Mstep: Class 16 contains 33914 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 9951 members 
Mstep: Class 19 contains 148143 members 
Mstep: Class 20 contains 205913 members 
Mstep: Class 21 contains 13768 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048152.000000 Penalty: 73299.523438
Iteration 107Q: 23 clusters Score -8.004815e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2258 members 
Mstep: Class 3 contains 29631 members 
Mstep: Class 4 contains 15541 members 
Mstep: Class 5 contains 33221 members 
Mstep: Class 6 contains 16271 members 
Mstep: Class 7 contains 1780 members 
Mstep: Class 8 contains 92349 members 
Mstep: Class 9 contains 6930 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5092 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 48128 members 
Mstep: Class 16 contains 33915 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 9925 members 
Mstep: Class 19 contains 149082 members 
Mstep: Class 20 contains 205432 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048168.000000 Penalty: 73299.523438
Iteration 108Q: 23 clusters Score -8.004817e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 2255 members 
Mstep: Class 3 contains 29592 members 
Mstep: Class 4 contains 15511 members 
Mstep: Class 5 contains 33224 members 
Mstep: Class 6 contains 16229 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 8 contains 92123 members 
Mstep: Class 9 contains 6834 members 
Mstep: Class 10 contains 4985 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5090 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 48145 members 
Mstep: Class 16 contains 33926 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 9915 members 
Mstep: Class 19 contains 149994 members 
Mstep: Class 20 contains 204902 members 
Mstep: Class 21 contains 13946 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048504.000000 Penalty: 73299.523438
Iteration 109Q: 23 clusters Score -8.00485e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2252 members 
Mstep: Class 3 contains 29545 members 
Mstep: Class 4 contains 15476 members 
Mstep: Class 5 contains 33218 members 
Mstep: Class 6 contains 16191 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 8 contains 91920 members 
Mstep: Class 9 contains 6748 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5089 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 48136 members 
Mstep: Class 16 contains 33922 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 9923 members 
Mstep: Class 19 contains 150891 members 
Mstep: Class 20 contains 204406 members 
Mstep: Class 21 contains 14033 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048288.000000 Penalty: 73299.523438
Iteration 110Q: 23 clusters Score -8.004829e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2251 members 
Mstep: Class 3 contains 29499 members 
Mstep: Class 4 contains 15437 members 
Mstep: Class 5 contains 33216 members 
Mstep: Class 6 contains 16151 members 
Mstep: Class 7 contains 1780 members 
Mstep: Class 8 contains 91706 members 
Mstep: Class 9 contains 6671 members 
Mstep: Class 10 contains 4979 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5094 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 3978 members 
Mstep: Class 15 contains 48131 members 
Mstep: Class 16 contains 33909 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 9930 members 
Mstep: Class 19 contains 151800 members 
Mstep: Class 20 contains 203910 members 
Mstep: Class 21 contains 14110 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048272.000000 Penalty: 73299.523438
Iteration 111Q: 23 clusters Score -8.004827e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2254 members 
Mstep: Class 3 contains 29454 members 
Mstep: Class 4 contains 15387 members 
Mstep: Class 5 contains 33221 members 
Mstep: Class 6 contains 16109 members 
Mstep: Class 7 contains 1782 members 
Mstep: Class 8 contains 91511 members 
Mstep: Class 9 contains 6580 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5095 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 3983 members 
Mstep: Class 15 contains 48137 members 
Mstep: Class 16 contains 33909 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 9930 members 
Mstep: Class 19 contains 152691 members 
Mstep: Class 20 contains 203390 members 
Mstep: Class 21 contains 14202 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048272.000000 Penalty: 73299.523438
Iteration 112Q: 23 clusters Score -8.004827e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 2258 members 
Mstep: Class 3 contains 29408 members 
Mstep: Class 4 contains 15364 members 
Mstep: Class 5 contains 33204 members 
Mstep: Class 6 contains 16074 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 91341 members 
Mstep: Class 9 contains 6499 members 
Mstep: Class 10 contains 4964 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5089 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 3987 members 
Mstep: Class 15 contains 48129 members 
Mstep: Class 16 contains 33903 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 9921 members 
Mstep: Class 19 contains 153668 members 
Mstep: Class 20 contains 202783 members 
Mstep: Class 21 contains 14292 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048280.000000 Penalty: 73299.523438
Iteration 113Q: 23 clusters Score -8.004828e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 2257 members 
Mstep: Class 3 contains 29378 members 
Mstep: Class 4 contains 15336 members 
Mstep: Class 5 contains 33199 members 
Mstep: Class 6 contains 16037 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 91157 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 4960 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 3995 members 
Mstep: Class 15 contains 48125 members 
Mstep: Class 16 contains 33909 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 9914 members 
Mstep: Class 19 contains 154565 members 
Mstep: Class 20 contains 202228 members 
Mstep: Class 21 contains 14389 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048288.000000 Penalty: 73299.523438
Iteration 114Q: 23 clusters Score -8.004829e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2251 members 
Mstep: Class 3 contains 29334 members 
Mstep: Class 4 contains 15314 members 
Mstep: Class 5 contains 33207 members 
Mstep: Class 6 contains 15991 members 
Mstep: Class 7 contains 1783 members 
Mstep: Class 8 contains 90963 members 
Mstep: Class 9 contains 6353 members 
Mstep: Class 10 contains 4968 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 3995 members 
Mstep: Class 15 contains 48119 members 
Mstep: Class 16 contains 33910 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 9904 members 
Mstep: Class 19 contains 155363 members 
Mstep: Class 20 contains 201772 members 
Mstep: Class 21 contains 14475 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048440.000000 Penalty: 73299.523438
Iteration 115Q: 23 clusters Score -8.004844e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2252 members 
Mstep: Class 3 contains 29284 members 
Mstep: Class 4 contains 15267 members 
Mstep: Class 5 contains 33219 members 
Mstep: Class 6 contains 15938 members 
Mstep: Class 7 contains 1782 members 
Mstep: Class 8 contains 90792 members 
Mstep: Class 9 contains 6290 members 
Mstep: Class 10 contains 4964 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 3997 members 
Mstep: Class 15 contains 48111 members 
Mstep: Class 16 contains 33920 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 9905 members 
Mstep: Class 19 contains 156186 members 
Mstep: Class 20 contains 201301 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048248.000000 Penalty: 73299.523438
Iteration 116Q: 23 clusters Score -8.004825e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2251 members 
Mstep: Class 3 contains 29245 members 
Mstep: Class 4 contains 15246 members 
Mstep: Class 5 contains 33233 members 
Mstep: Class 6 contains 15904 members 
Mstep: Class 7 contains 1782 members 
Mstep: Class 8 contains 90654 members 
Mstep: Class 9 contains 6228 members 
Mstep: Class 10 contains 4966 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 48144 members 
Mstep: Class 16 contains 33928 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 9913 members 
Mstep: Class 19 contains 156863 members 
Mstep: Class 20 contains 200832 members 
Mstep: Class 21 contains 14615 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048200.000000 Penalty: 73299.523438
Iteration 117Q: 23 clusters Score -8.00482e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 2250 members 
Mstep: Class 3 contains 29185 members 
Mstep: Class 4 contains 15241 members 
Mstep: Class 5 contains 33247 members 
Mstep: Class 6 contains 15882 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 8 contains 90538 members 
Mstep: Class 9 contains 6171 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5077 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 3999 members 
Mstep: Class 15 contains 48150 members 
Mstep: Class 16 contains 33926 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 9915 members 
Mstep: Class 19 contains 157625 members 
Mstep: Class 20 contains 200286 members 
Mstep: Class 21 contains 14675 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048088.000000 Penalty: 73299.523438
Iteration 118Q: 23 clusters Score -8.004809e+07 nChanged 2851
Entering ConstructFrom: 
Score: -80048088.000000 Penalty: 73299.523438
Entering ConstructFrom: 
Trying to split cluster 1 (6768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Entering Unmasked Estep 
Score: -777153.187500 Penalty: 2187.350342
	Iteration 0F: 2 clusters Score -777153.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -771455.562500 Penalty: 4374.700684
	Iteration 0F: 3 clusters Score -771455.6 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -773081.500000 Penalty: 4374.700684
	Iteration 1F: 3 clusters Score -773081.5 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -773562.625000 Penalty: 4374.700684
	Iteration 2F: 3 clusters Score -773562.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -774117.375000 Penalty: 4374.700684
	Iteration 3F: 3 clusters Score -774117.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -774626.750000 Penalty: 4374.700684
	Iteration 4F: 3 clusters Score -774626.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -775077.875000 Penalty: 4374.700684
	Iteration 5F: 3 clusters Score -775077.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -775439.062500 Penalty: 4374.700684
	Iteration 6F: 3 clusters Score -775439.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -775643.000000 Penalty: 4374.700684
	Iteration 7Q: 3 clusters Score -775643 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -775774.687500 Penalty: 4374.700684
	Iteration 8Q: 3 clusters Score -775774.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -775858.625000 Penalty: 4374.700684
	Iteration 9Q: 3 clusters Score -775858.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -775922.750000 Penalty: 4374.700684
	Iteration 10Q: 3 clusters Score -775922.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -775972.562500 Penalty: 4374.700684
	Iteration 11Q: 3 clusters Score -775972.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -776016.250000 Penalty: 4374.700684
	Iteration 12Q: 3 clusters Score -776016.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -776051.875000 Penalty: 4374.700684
	Iteration 13Q: 3 clusters Score -776051.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -776070.750000 Penalty: 4374.700684
	Iteration 14Q: 3 clusters Score -776070.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -776084.875000 Penalty: 4374.700684
	Iteration 15Q: 3 clusters Score -776084.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -776094.000000 Penalty: 4374.700684
	Iteration 16Q: 3 clusters Score -776094 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -776114.437500 Penalty: 4374.700684
	Iteration 17Q: 3 clusters Score -776114.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -776127.625000 Penalty: 4374.700684
	Iteration 18Q: 3 clusters Score -776127.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -776136.562500 Penalty: 4374.700684
	Iteration 19Q: 3 clusters Score -776136.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -776142.250000 Penalty: 4374.700684
	Iteration 20F: 3 clusters Score -776142.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -776145.000000 Penalty: 4374.700684
	Iteration 21Q: 3 clusters Score -776145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -776148.937500 Penalty: 4374.700684
	Iteration 22Q: 3 clusters Score -776148.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -776153.250000 Penalty: 4374.700684
	Iteration 23Q: 3 clusters Score -776153.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -776156.812500 Penalty: 4374.700684
	Iteration 24Q: 3 clusters Score -776156.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -776159.687500 Penalty: 4374.700684
	Iteration 25Q: 3 clusters Score -776159.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -776163.812500 Penalty: 4374.700684
	Iteration 26Q: 3 clusters Score -776163.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -776164.687500 Penalty: 4374.700684
	Iteration 27Q: 3 clusters Score -776164.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -776165.250000 Penalty: 4374.700684
	Iteration 28Q: 3 clusters Score -776165.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -776164.500000 Penalty: 4374.700684
	Iteration 29Q: 3 clusters Score -776164.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -776165.437500 Penalty: 4374.700684
	Iteration 30Q: 3 clusters Score -776165.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -776166.500000 Penalty: 4374.700684
	Iteration 31Q: 3 clusters Score -776166.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -776166.500000 Penalty: 4374.700684
	Iteration 32F: 3 clusters Score -776166.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Entering Unmasked Estep 
Score: -255082.984375 Penalty: 1913.792725
	Iteration 0F: 2 clusters Score -255083 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 1090 members 
Entering Unmasked Estep 
Score: -252339.968750 Penalty: 3827.585449
	Iteration 0F: 3 clusters Score -252340 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -252821.500000 Penalty: 3827.585449
	Iteration 1F: 3 clusters Score -252821.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -252961.500000 Penalty: 3827.585449
	Iteration 2F: 3 clusters Score -252961.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -253047.937500 Penalty: 3827.585449
	Iteration 3Q: 3 clusters Score -253047.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -253106.984375 Penalty: 3827.585449
	Iteration 4Q: 3 clusters Score -253107 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -253156.515625 Penalty: 3827.585449
	Iteration 5Q: 3 clusters Score -253156.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -253199.750000 Penalty: 3827.585449
	Iteration 6Q: 3 clusters Score -253199.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -253235.187500 Penalty: 3827.585449
	Iteration 7Q: 3 clusters Score -253235.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -253265.203125 Penalty: 3827.585449
	Iteration 8Q: 3 clusters Score -253265.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -253290.750000 Penalty: 3827.585449
	Iteration 9Q: 3 clusters Score -253290.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -253312.968750 Penalty: 3827.585449
	Iteration 10Q: 3 clusters Score -253313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -253336.625000 Penalty: 3827.585449
	Iteration 11Q: 3 clusters Score -253336.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -253369.062500 Penalty: 3827.585449
	Iteration 12Q: 3 clusters Score -253369.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -253409.937500 Penalty: 3827.585449
	Iteration 13Q: 3 clusters Score -253409.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -253456.875000 Penalty: 3827.585449
	Iteration 14Q: 3 clusters Score -253456.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -253514.203125 Penalty: 3827.585449
	Iteration 15Q: 3 clusters Score -253514.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -253601.281250 Penalty: 3827.585449
	Iteration 16Q: 3 clusters Score -253601.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -253686.906250 Penalty: 3827.585449
	Iteration 17Q: 3 clusters Score -253686.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -253755.609375 Penalty: 3827.585449
	Iteration 18Q: 3 clusters Score -253755.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -253812.734375 Penalty: 3827.585449
	Iteration 19Q: 3 clusters Score -253812.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -253850.968750 Penalty: 3827.585449
	Iteration 20F: 3 clusters Score -253851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -253875.406250 Penalty: 3827.585449
	Iteration 21Q: 3 clusters Score -253875.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -253915.765625 Penalty: 3827.585449
	Iteration 22Q: 3 clusters Score -253915.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -253938.937500 Penalty: 3827.585449
	Iteration 23Q: 3 clusters Score -253938.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -253951.359375 Penalty: 3827.585449
	Iteration 24Q: 3 clusters Score -253951.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -253958.281250 Penalty: 3827.585449
	Iteration 25Q: 3 clusters Score -253958.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -253966.593750 Penalty: 3827.585449
	Iteration 26Q: 3 clusters Score -253966.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -253979.984375 Penalty: 3827.585449
	Iteration 27Q: 3 clusters Score -253980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -253988.187500 Penalty: 3827.585449
	Iteration 28Q: 3 clusters Score -253988.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -253997.281250 Penalty: 3827.585449
	Iteration 29Q: 3 clusters Score -253997.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -254006.562500 Penalty: 3827.585449
	Iteration 30Q: 3 clusters Score -254006.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -254009.546875 Penalty: 3827.585449
	Iteration 31Q: 3 clusters Score -254009.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -254012.687500 Penalty: 3827.585449
	Iteration 32Q: 3 clusters Score -254012.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -254018.671875 Penalty: 3827.585449
	Iteration 33Q: 3 clusters Score -254018.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -254027.578125 Penalty: 3827.585449
	Iteration 34Q: 3 clusters Score -254027.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -254042.187500 Penalty: 3827.585449
	Iteration 35Q: 3 clusters Score -254042.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -254060.000000 Penalty: 3827.585449
	Iteration 36Q: 3 clusters Score -254060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -254077.015625 Penalty: 3827.585449
	Iteration 37Q: 3 clusters Score -254077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -254093.734375 Penalty: 3827.585449
	Iteration 38Q: 3 clusters Score -254093.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -254107.734375 Penalty: 3827.585449
	Iteration 39Q: 3 clusters Score -254107.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -254123.828125 Penalty: 3827.585449
	Iteration 40F: 3 clusters Score -254123.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -254146.562500 Penalty: 3827.585449
	Iteration 41Q: 3 clusters Score -254146.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -254166.531250 Penalty: 3827.585449
	Iteration 42Q: 3 clusters Score -254166.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -254186.781250 Penalty: 3827.585449
	Iteration 43Q: 3 clusters Score -254186.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -254208.312500 Penalty: 3827.585449
	Iteration 44Q: 3 clusters Score -254208.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -254235.421875 Penalty: 3827.585449
	Iteration 45Q: 3 clusters Score -254235.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -254253.687500 Penalty: 3827.585449
	Iteration 46Q: 3 clusters Score -254253.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -254267.281250 Penalty: 3827.585449
	Iteration 47Q: 3 clusters Score -254267.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -254284.296875 Penalty: 3827.585449
	Iteration 48Q: 3 clusters Score -254284.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -254302.031250 Penalty: 3827.585449
	Iteration 49Q: 3 clusters Score -254302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -254313.046875 Penalty: 3827.585449
	Iteration 50Q: 3 clusters Score -254313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -254326.046875 Penalty: 3827.585449
	Iteration 51Q: 3 clusters Score -254326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -254337.484375 Penalty: 3827.585449
	Iteration 52Q: 3 clusters Score -254337.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -254348.671875 Penalty: 3827.585449
	Iteration 53Q: 3 clusters Score -254348.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -254358.828125 Penalty: 3827.585449
	Iteration 54Q: 3 clusters Score -254358.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -254367.359375 Penalty: 3827.585449
	Iteration 55Q: 3 clusters Score -254367.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -254371.609375 Penalty: 3827.585449
	Iteration 56Q: 3 clusters Score -254371.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -254374.234375 Penalty: 3827.585449
	Iteration 57Q: 3 clusters Score -254374.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -254379.281250 Penalty: 3827.585449
	Iteration 58Q: 3 clusters Score -254379.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -254383.171875 Penalty: 3827.585449
	Iteration 59Q: 3 clusters Score -254383.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -254386.671875 Penalty: 3827.585449
	Iteration 60F: 3 clusters Score -254386.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -254390.750000 Penalty: 3827.585449
	Iteration 61Q: 3 clusters Score -254390.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -254393.375000 Penalty: 3827.585449
	Iteration 62Q: 3 clusters Score -254393.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -254394.593750 Penalty: 3827.585449
	Iteration 63Q: 3 clusters Score -254394.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -254394.828125 Penalty: 3827.585449
	Iteration 64Q: 3 clusters Score -254394.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -254395.484375 Penalty: 3827.585449
	Iteration 65Q: 3 clusters Score -254395.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -254395.484375 Penalty: 3827.585449
	Iteration 66F: 3 clusters Score -254395.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Entering Unmasked Estep 
Score: -3541244.250000 Penalty: 2549.406982
	Iteration 0F: 2 clusters Score -3541244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -3521174.250000 Penalty: 5098.813965
	Iteration 0F: 3 clusters Score -3521174 nChanged 13054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -3528268.250000 Penalty: 5098.813965
	Iteration 1F: 3 clusters Score -3528268 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -3528636.500000 Penalty: 5098.813965
	Iteration 2Q: 3 clusters Score -3528636 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -3528918.000000 Penalty: 5098.813965
	Iteration 3Q: 3 clusters Score -3528918 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -3529185.500000 Penalty: 5098.813965
	Iteration 4Q: 3 clusters Score -3529186 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -3529431.500000 Penalty: 5098.813965
	Iteration 5Q: 3 clusters Score -3529432 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -3529725.000000 Penalty: 5098.813965
	Iteration 6Q: 3 clusters Score -3529725 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -3530097.750000 Penalty: 5098.813965
	Iteration 7Q: 3 clusters Score -3530098 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -3530617.000000 Penalty: 5098.813965
	Iteration 8Q: 3 clusters Score -3530617 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -3531294.750000 Penalty: 5098.813965
	Iteration 9Q: 3 clusters Score -3531295 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -3532249.000000 Penalty: 5098.813965
	Iteration 10F: 3 clusters Score -3532249 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -3533538.500000 Penalty: 5098.813965
	Iteration 11F: 3 clusters Score -3533538 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -3535070.500000 Penalty: 5098.813965
	Iteration 12F: 3 clusters Score -3535070 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -3536519.750000 Penalty: 5098.813965
	Iteration 13F: 3 clusters Score -3536520 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -3537630.500000 Penalty: 5098.813965
	Iteration 14Q: 3 clusters Score -3537630 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -3538197.000000 Penalty: 5098.813965
	Iteration 15Q: 3 clusters Score -3538197 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -3538506.000000 Penalty: 5098.813965
	Iteration 16Q: 3 clusters Score -3538506 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -3538709.750000 Penalty: 5098.813965
	Iteration 17Q: 3 clusters Score -3538710 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -3538848.000000 Penalty: 5098.813965
	Iteration 18Q: 3 clusters Score -3538848 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -3538920.500000 Penalty: 5098.813965
	Iteration 19Q: 3 clusters Score -3538920 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -3538976.250000 Penalty: 5098.813965
	Iteration 20F: 3 clusters Score -3538976 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -3539005.750000 Penalty: 5098.813965
	Iteration 21Q: 3 clusters Score -3539006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -3539038.500000 Penalty: 5098.813965
	Iteration 22Q: 3 clusters Score -3539038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -3539049.500000 Penalty: 5098.813965
	Iteration 23Q: 3 clusters Score -3539050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -3539054.750000 Penalty: 5098.813965
	Iteration 24Q: 3 clusters Score -3539055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -3539066.250000 Penalty: 5098.813965
	Iteration 25Q: 3 clusters Score -3539066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -3539066.250000 Penalty: 5098.813965
	Iteration 26Q: 3 clusters Score -3539066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -3539080.750000 Penalty: 5098.813965
	Iteration 27Q: 3 clusters Score -3539081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -3539077.250000 Penalty: 5098.813965
	Iteration 28Q: 3 clusters Score -3539077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -3539081.000000 Penalty: 5098.813965
	Iteration 29Q: 3 clusters Score -3539081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -3539083.500000 Penalty: 5098.813965
	Iteration 30Q: 3 clusters Score -3539084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -3539086.000000 Penalty: 5098.813965
	Iteration 31Q: 3 clusters Score -3539086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -3539082.500000 Penalty: 5098.813965
	Iteration 32Q: 3 clusters Score -3539082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -3539081.500000 Penalty: 5098.813965
	Iteration 33Q: 3 clusters Score -3539082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -3539086.250000 Penalty: 5098.813965
	Iteration 34Q: 3 clusters Score -3539086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -3539093.250000 Penalty: 5098.813965
	Iteration 35Q: 3 clusters Score -3539093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -3539096.000000 Penalty: 5098.813965
	Iteration 36Q: 3 clusters Score -3539096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -3539094.500000 Penalty: 5098.813965
	Iteration 37Q: 3 clusters Score -3539094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -3539094.000000 Penalty: 5098.813965
	Iteration 38Q: 3 clusters Score -3539094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -3539093.750000 Penalty: 5098.813965
	Iteration 39Q: 3 clusters Score -3539094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -3539094.500000 Penalty: 5098.813965
	Iteration 40F: 3 clusters Score -3539094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -3539094.500000 Penalty: 5098.813965
	Iteration 41Q: 3 clusters Score -3539094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -3539095.500000 Penalty: 5098.813965
	Iteration 42Q: 3 clusters Score -3539096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -3539095.500000 Penalty: 5098.813965
	Iteration 43F: 3 clusters Score -3539096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Entering Unmasked Estep 
Score: -1846076.750000 Penalty: 2388.412109
	Iteration 0F: 2 clusters Score -1846077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1835102.250000 Penalty: 4776.824219
	Iteration 0F: 3 clusters Score -1835102 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1838538.125000 Penalty: 4776.824219
	Iteration 1F: 3 clusters Score -1838538 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1838872.500000 Penalty: 4776.824219
	Iteration 2F: 3 clusters Score -1838872 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1839108.875000 Penalty: 4776.824219
	Iteration 3Q: 3 clusters Score -1839109 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1839328.125000 Penalty: 4776.824219
	Iteration 4Q: 3 clusters Score -1839328 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1839539.250000 Penalty: 4776.824219
	Iteration 5Q: 3 clusters Score -1839539 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1839767.750000 Penalty: 4776.824219
	Iteration 6Q: 3 clusters Score -1839768 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1840037.375000 Penalty: 4776.824219
	Iteration 7Q: 3 clusters Score -1840037 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1840325.000000 Penalty: 4776.824219
	Iteration 8Q: 3 clusters Score -1840325 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1840628.250000 Penalty: 4776.824219
	Iteration 9Q: 3 clusters Score -1840628 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1841000.500000 Penalty: 4776.824219
	Iteration 10Q: 3 clusters Score -1841000 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1841404.250000 Penalty: 4776.824219
	Iteration 11Q: 3 clusters Score -1841404 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1841809.750000 Penalty: 4776.824219
	Iteration 12Q: 3 clusters Score -1841810 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1842177.375000 Penalty: 4776.824219
	Iteration 13Q: 3 clusters Score -1842177 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1842452.250000 Penalty: 4776.824219
	Iteration 14Q: 3 clusters Score -1842452 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1842649.125000 Penalty: 4776.824219
	Iteration 15Q: 3 clusters Score -1842649 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1842810.375000 Penalty: 4776.824219
	Iteration 16Q: 3 clusters Score -1842810 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1842940.125000 Penalty: 4776.824219
	Iteration 17Q: 3 clusters Score -1842940 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1843045.625000 Penalty: 4776.824219
	Iteration 18Q: 3 clusters Score -1843046 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1843133.125000 Penalty: 4776.824219
	Iteration 19Q: 3 clusters Score -1843133 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1843191.750000 Penalty: 4776.824219
	Iteration 20F: 3 clusters Score -1843192 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1843238.875000 Penalty: 4776.824219
	Iteration 21Q: 3 clusters Score -1843239 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1843286.625000 Penalty: 4776.824219
	Iteration 22Q: 3 clusters Score -1843287 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1843335.000000 Penalty: 4776.824219
	Iteration 23Q: 3 clusters Score -1843335 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1843373.000000 Penalty: 4776.824219
	Iteration 24Q: 3 clusters Score -1843373 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1843412.125000 Penalty: 4776.824219
	Iteration 25Q: 3 clusters Score -1843412 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1843441.875000 Penalty: 4776.824219
	Iteration 26Q: 3 clusters Score -1843442 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1843477.125000 Penalty: 4776.824219
	Iteration 27Q: 3 clusters Score -1843477 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1843508.750000 Penalty: 4776.824219
	Iteration 28Q: 3 clusters Score -1843509 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1843539.250000 Penalty: 4776.824219
	Iteration 29Q: 3 clusters Score -1843539 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1843577.000000 Penalty: 4776.824219
	Iteration 30Q: 3 clusters Score -1843577 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1843604.750000 Penalty: 4776.824219
	Iteration 31Q: 3 clusters Score -1843605 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1843632.375000 Penalty: 4776.824219
	Iteration 32Q: 3 clusters Score -1843632 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1843660.125000 Penalty: 4776.824219
	Iteration 33Q: 3 clusters Score -1843660 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1843679.125000 Penalty: 4776.824219
	Iteration 34Q: 3 clusters Score -1843679 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1843700.625000 Penalty: 4776.824219
	Iteration 35Q: 3 clusters Score -1843701 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1843722.500000 Penalty: 4776.824219
	Iteration 36Q: 3 clusters Score -1843722 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1843741.125000 Penalty: 4776.824219
	Iteration 37Q: 3 clusters Score -1843741 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1843759.375000 Penalty: 4776.824219
	Iteration 38Q: 3 clusters Score -1843759 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1843778.875000 Penalty: 4776.824219
	Iteration 39Q: 3 clusters Score -1843779 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1843798.625000 Penalty: 4776.824219
	Iteration 40F: 3 clusters Score -1843799 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1843816.625000 Penalty: 4776.824219
	Iteration 41Q: 3 clusters Score -1843817 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1843827.625000 Penalty: 4776.824219
	Iteration 42Q: 3 clusters Score -1843828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1843837.250000 Penalty: 4776.824219
	Iteration 43Q: 3 clusters Score -1843837 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1843845.250000 Penalty: 4776.824219
	Iteration 44Q: 3 clusters Score -1843845 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1843856.375000 Penalty: 4776.824219
	Iteration 45Q: 3 clusters Score -1843856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1843867.000000 Penalty: 4776.824219
	Iteration 46Q: 3 clusters Score -1843867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1843876.875000 Penalty: 4776.824219
	Iteration 47Q: 3 clusters Score -1843877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1843884.625000 Penalty: 4776.824219
	Iteration 48Q: 3 clusters Score -1843885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1843888.125000 Penalty: 4776.824219
	Iteration 49Q: 3 clusters Score -1843888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1843898.625000 Penalty: 4776.824219
	Iteration 50Q: 3 clusters Score -1843899 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1843908.375000 Penalty: 4776.824219
	Iteration 51Q: 3 clusters Score -1843908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1843919.375000 Penalty: 4776.824219
	Iteration 52Q: 3 clusters Score -1843919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1843921.750000 Penalty: 4776.824219
	Iteration 53Q: 3 clusters Score -1843922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1843926.000000 Penalty: 4776.824219
	Iteration 54Q: 3 clusters Score -1843926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1843928.750000 Penalty: 4776.824219
	Iteration 55Q: 3 clusters Score -1843929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1843936.625000 Penalty: 4776.824219
	Iteration 56Q: 3 clusters Score -1843937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1843940.125000 Penalty: 4776.824219
	Iteration 57Q: 3 clusters Score -1843940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1843945.250000 Penalty: 4776.824219
	Iteration 58Q: 3 clusters Score -1843945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1843950.375000 Penalty: 4776.824219
	Iteration 59Q: 3 clusters Score -1843950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1843950.750000 Penalty: 4776.824219
	Iteration 60F: 3 clusters Score -1843951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1843951.625000 Penalty: 4776.824219
	Iteration 61Q: 3 clusters Score -1843952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1843954.250000 Penalty: 4776.824219
	Iteration 62Q: 3 clusters Score -1843954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1843956.875000 Penalty: 4776.824219
	Iteration 63Q: 3 clusters Score -1843957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1843958.750000 Penalty: 4776.824219
	Iteration 64Q: 3 clusters Score -1843959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1843963.375000 Penalty: 4776.824219
	Iteration 65Q: 3 clusters Score -1843963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1843963.250000 Penalty: 4776.824219
	Iteration 66Q: 3 clusters Score -1843963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1843968.500000 Penalty: 4776.824219
	Iteration 67Q: 3 clusters Score -1843968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1843968.500000 Penalty: 4776.824219
	Iteration 68Q: 3 clusters Score -1843968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1843970.750000 Penalty: 4776.824219
	Iteration 69Q: 3 clusters Score -1843971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1843973.125000 Penalty: 4776.824219
	Iteration 70Q: 3 clusters Score -1843973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1843974.750000 Penalty: 4776.824219
	Iteration 71Q: 3 clusters Score -1843975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1843974.750000 Penalty: 4776.824219
	Iteration 72Q: 3 clusters Score -1843975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1843974.750000 Penalty: 4776.824219
	Iteration 73Q: 3 clusters Score -1843975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1843973.375000 Penalty: 4776.824219
	Iteration 74Q: 3 clusters Score -1843973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1843975.875000 Penalty: 4776.824219
	Iteration 75Q: 3 clusters Score -1843976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1843975.000000 Penalty: 4776.824219
	Iteration 76Q: 3 clusters Score -1843975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1843973.500000 Penalty: 4776.824219
	Iteration 77Q: 3 clusters Score -1843974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1843973.500000 Penalty: 4776.824219
	Iteration 78F: 3 clusters Score -1843974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Entering Unmasked Estep 
Score: -4023286.500000 Penalty: 2582.248291
	Iteration 0F: 2 clusters Score -4023286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -4000508.500000 Penalty: 5164.496582
	Iteration 0F: 3 clusters Score -4000508 nChanged 15079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -4008816.750000 Penalty: 5164.496582
	Iteration 1F: 3 clusters Score -4008817 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -4009294.750000 Penalty: 5164.496582
	Iteration 2Q: 3 clusters Score -4009295 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -4009841.750000 Penalty: 5164.496582
	Iteration 3Q: 3 clusters Score -4009842 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -4010624.250000 Penalty: 5164.496582
	Iteration 4Q: 3 clusters Score -4010624 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -4011862.750000 Penalty: 5164.496582
	Iteration 5F: 3 clusters Score -4011863 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -4013580.750000 Penalty: 5164.496582
	Iteration 6F: 3 clusters Score -4013581 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -4015538.250000 Penalty: 5164.496582
	Iteration 7F: 3 clusters Score -4015538 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -4017684.500000 Penalty: 5164.496582
	Iteration 8F: 3 clusters Score -4017684 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -4019618.500000 Penalty: 5164.496582
	Iteration 9F: 3 clusters Score -4019618 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -4021032.750000 Penalty: 5164.496582
	Iteration 10Q: 3 clusters Score -4021033 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -4021733.250000 Penalty: 5164.496582
	Iteration 11Q: 3 clusters Score -4021733 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -4021993.750000 Penalty: 5164.496582
	Iteration 12Q: 3 clusters Score -4021994 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -4022117.500000 Penalty: 5164.496582
	Iteration 13Q: 3 clusters Score -4022118 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -4022194.000000 Penalty: 5164.496582
	Iteration 14Q: 3 clusters Score -4022194 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -4022221.750000 Penalty: 5164.496582
	Iteration 15Q: 3 clusters Score -4022222 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -4022248.000000 Penalty: 5164.496582
	Iteration 16Q: 3 clusters Score -4022248 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -4022268.250000 Penalty: 5164.496582
	Iteration 17Q: 3 clusters Score -4022268 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -4022291.500000 Penalty: 5164.496582
	Iteration 18Q: 3 clusters Score -4022292 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -4022296.000000 Penalty: 5164.496582
	Iteration 19Q: 3 clusters Score -4022296 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -4022295.250000 Penalty: 5164.496582
	Iteration 20F: 3 clusters Score -4022295 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -4022304.250000 Penalty: 5164.496582
	Iteration 21Q: 3 clusters Score -4022304 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -4022311.750000 Penalty: 5164.496582
	Iteration 22Q: 3 clusters Score -4022312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -4022319.750000 Penalty: 5164.496582
	Iteration 23Q: 3 clusters Score -4022320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -4022331.250000 Penalty: 5164.496582
	Iteration 24Q: 3 clusters Score -4022331 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -4022341.000000 Penalty: 5164.496582
	Iteration 25Q: 3 clusters Score -4022341 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -4022344.000000 Penalty: 5164.496582
	Iteration 26Q: 3 clusters Score -4022344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -4022342.500000 Penalty: 5164.496582
	Iteration 27Q: 3 clusters Score -4022342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -4022354.500000 Penalty: 5164.496582
	Iteration 28Q: 3 clusters Score -4022354 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -4022363.750000 Penalty: 5164.496582
	Iteration 29Q: 3 clusters Score -4022364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -4022375.000000 Penalty: 5164.496582
	Iteration 30Q: 3 clusters Score -4022375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -4022393.500000 Penalty: 5164.496582
	Iteration 31Q: 3 clusters Score -4022394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -4022395.000000 Penalty: 5164.496582
	Iteration 32Q: 3 clusters Score -4022395 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -4022389.750000 Penalty: 5164.496582
	Iteration 33Q: 3 clusters Score -4022390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -4022387.000000 Penalty: 5164.496582
	Iteration 34Q: 3 clusters Score -4022387 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -4022391.750000 Penalty: 5164.496582
	Iteration 35Q: 3 clusters Score -4022392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -4022393.750000 Penalty: 5164.496582
	Iteration 36Q: 3 clusters Score -4022394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -4022398.000000 Penalty: 5164.496582
	Iteration 37Q: 3 clusters Score -4022398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -4022398.250000 Penalty: 5164.496582
	Iteration 38Q: 3 clusters Score -4022398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -4022399.500000 Penalty: 5164.496582
	Iteration 39Q: 3 clusters Score -4022400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -4022398.000000 Penalty: 5164.496582
	Iteration 40F: 3 clusters Score -4022398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -4022402.000000 Penalty: 5164.496582
	Iteration 41Q: 3 clusters Score -4022402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -4022410.250000 Penalty: 5164.496582
	Iteration 42Q: 3 clusters Score -4022410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -4022409.500000 Penalty: 5164.496582
	Iteration 43Q: 3 clusters Score -4022410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -4022406.000000 Penalty: 5164.496582
	Iteration 44Q: 3 clusters Score -4022406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -4022413.500000 Penalty: 5164.496582
	Iteration 45Q: 3 clusters Score -4022414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -4022412.500000 Penalty: 5164.496582
	Iteration 46Q: 3 clusters Score -4022412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -4022417.500000 Penalty: 5164.496582
	Iteration 47Q: 3 clusters Score -4022418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -4022416.000000 Penalty: 5164.496582
	Iteration 48Q: 3 clusters Score -4022416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -4022421.500000 Penalty: 5164.496582
	Iteration 49Q: 3 clusters Score -4022422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -4022423.750000 Penalty: 5164.496582
	Iteration 50Q: 3 clusters Score -4022424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -4022422.750000 Penalty: 5164.496582
	Iteration 51Q: 3 clusters Score -4022423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -4022424.250000 Penalty: 5164.496582
	Iteration 52Q: 3 clusters Score -4022424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -4022429.750000 Penalty: 5164.496582
	Iteration 53Q: 3 clusters Score -4022430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -4022426.000000 Penalty: 5164.496582
	Iteration 54Q: 3 clusters Score -4022426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -4022425.750000 Penalty: 5164.496582
	Iteration 55Q: 3 clusters Score -4022426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -4022428.750000 Penalty: 5164.496582
	Iteration 56Q: 3 clusters Score -4022429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -4022425.750000 Penalty: 5164.496582
	Iteration 57Q: 3 clusters Score -4022426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -4022425.000000 Penalty: 5164.496582
	Iteration 58Q: 3 clusters Score -4022425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -4022428.000000 Penalty: 5164.496582
	Iteration 59Q: 3 clusters Score -4022428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -4022426.750000 Penalty: 5164.496582
	Iteration 60F: 3 clusters Score -4022427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -4022425.000000 Penalty: 5164.496582
	Iteration 61Q: 3 clusters Score -4022425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -4022423.500000 Penalty: 5164.496582
	Iteration 62Q: 3 clusters Score -4022424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -4022425.500000 Penalty: 5164.496582
	Iteration 63Q: 3 clusters Score -4022426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -4022427.750000 Penalty: 5164.496582
	Iteration 64Q: 3 clusters Score -4022428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -4022424.500000 Penalty: 5164.496582
	Iteration 65Q: 3 clusters Score -4022424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -4022427.000000 Penalty: 5164.496582
	Iteration 66Q: 3 clusters Score -4022427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -4022427.250000 Penalty: 5164.496582
	Iteration 67Q: 3 clusters Score -4022427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -4022427.250000 Penalty: 5164.496582
	Iteration 68F: 3 clusters Score -4022427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Entering Unmasked Estep 
Score: -1902219.250000 Penalty: 2398.514648
	Iteration 0F: 2 clusters Score -1902219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1890829.375000 Penalty: 4797.029297
	Iteration 0F: 3 clusters Score -1890829 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1894405.125000 Penalty: 4797.029297
	Iteration 1F: 3 clusters Score -1894405 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1894757.250000 Penalty: 4797.029297
	Iteration 2F: 3 clusters Score -1894757 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1895072.625000 Penalty: 4797.029297
	Iteration 3Q: 3 clusters Score -1895073 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1895331.125000 Penalty: 4797.029297
	Iteration 4Q: 3 clusters Score -1895331 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1895583.500000 Penalty: 4797.029297
	Iteration 5Q: 3 clusters Score -1895584 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1895879.125000 Penalty: 4797.029297
	Iteration 6Q: 3 clusters Score -1895879 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1896255.125000 Penalty: 4797.029297
	Iteration 7Q: 3 clusters Score -1896255 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1896754.000000 Penalty: 4797.029297
	Iteration 8Q: 3 clusters Score -1896754 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1897372.875000 Penalty: 4797.029297
	Iteration 9F: 3 clusters Score -1897373 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1898031.500000 Penalty: 4797.029297
	Iteration 10F: 3 clusters Score -1898032 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1898651.000000 Penalty: 4797.029297
	Iteration 11Q: 3 clusters Score -1898651 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1899145.125000 Penalty: 4797.029297
	Iteration 12Q: 3 clusters Score -1899145 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1899505.750000 Penalty: 4797.029297
	Iteration 13Q: 3 clusters Score -1899506 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1899715.375000 Penalty: 4797.029297
	Iteration 14Q: 3 clusters Score -1899715 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1899861.000000 Penalty: 4797.029297
	Iteration 15Q: 3 clusters Score -1899861 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1899944.125000 Penalty: 4797.029297
	Iteration 16Q: 3 clusters Score -1899944 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1900008.500000 Penalty: 4797.029297
	Iteration 17Q: 3 clusters Score -1900008 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1900052.250000 Penalty: 4797.029297
	Iteration 18Q: 3 clusters Score -1900052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1900088.625000 Penalty: 4797.029297
	Iteration 19Q: 3 clusters Score -1900089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1900120.375000 Penalty: 4797.029297
	Iteration 20F: 3 clusters Score -1900120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1900140.375000 Penalty: 4797.029297
	Iteration 21Q: 3 clusters Score -1900140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1900154.125000 Penalty: 4797.029297
	Iteration 22Q: 3 clusters Score -1900154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1900158.625000 Penalty: 4797.029297
	Iteration 23Q: 3 clusters Score -1900159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1900160.750000 Penalty: 4797.029297
	Iteration 24Q: 3 clusters Score -1900161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1900165.125000 Penalty: 4797.029297
	Iteration 25Q: 3 clusters Score -1900165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1900171.375000 Penalty: 4797.029297
	Iteration 26Q: 3 clusters Score -1900171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1900171.875000 Penalty: 4797.029297
	Iteration 27Q: 3 clusters Score -1900172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1900171.250000 Penalty: 4797.029297
	Iteration 28Q: 3 clusters Score -1900171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1900173.250000 Penalty: 4797.029297
	Iteration 29Q: 3 clusters Score -1900173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1900171.875000 Penalty: 4797.029297
	Iteration 30Q: 3 clusters Score -1900172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1900171.875000 Penalty: 4797.029297
	Iteration 31Q: 3 clusters Score -1900172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1900173.125000 Penalty: 4797.029297
	Iteration 32Q: 3 clusters Score -1900173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1900174.625000 Penalty: 4797.029297
	Iteration 33Q: 3 clusters Score -1900175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1900175.375000 Penalty: 4797.029297
	Iteration 34Q: 3 clusters Score -1900175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1900177.250000 Penalty: 4797.029297
	Iteration 35Q: 3 clusters Score -1900177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1900179.250000 Penalty: 4797.029297
	Iteration 36Q: 3 clusters Score -1900179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1900181.375000 Penalty: 4797.029297
	Iteration 37Q: 3 clusters Score -1900181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1900181.375000 Penalty: 4797.029297
	Iteration 38F: 3 clusters Score -1900181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Entering Unmasked Estep 
Score: -211711.171875 Penalty: 1856.262695
	Iteration 0F: 2 clusters Score -211711.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -209229.921875 Penalty: 3712.525391
	Iteration 0F: 3 clusters Score -209229.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -209626.531250 Penalty: 3712.525391
	Iteration 1F: 3 clusters Score -209626.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -209736.843750 Penalty: 3712.525391
	Iteration 2F: 3 clusters Score -209736.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -209811.312500 Penalty: 3712.525391
	Iteration 3Q: 3 clusters Score -209811.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -209857.875000 Penalty: 3712.525391
	Iteration 4Q: 3 clusters Score -209857.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -209891.390625 Penalty: 3712.525391
	Iteration 5Q: 3 clusters Score -209891.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -209908.531250 Penalty: 3712.525391
	Iteration 6Q: 3 clusters Score -209908.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -209921.437500 Penalty: 3712.525391
	Iteration 7Q: 3 clusters Score -209921.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -209927.140625 Penalty: 3712.525391
	Iteration 8Q: 3 clusters Score -209927.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -209930.484375 Penalty: 3712.525391
	Iteration 9Q: 3 clusters Score -209930.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -209932.218750 Penalty: 3712.525391
	Iteration 10Q: 3 clusters Score -209932.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -209934.593750 Penalty: 3712.525391
	Iteration 11Q: 3 clusters Score -209934.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -209935.234375 Penalty: 3712.525391
	Iteration 12Q: 3 clusters Score -209935.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -209935.328125 Penalty: 3712.525391
	Iteration 13Q: 3 clusters Score -209935.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -209937.609375 Penalty: 3712.525391
	Iteration 14Q: 3 clusters Score -209937.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -209939.281250 Penalty: 3712.525391
	Iteration 15Q: 3 clusters Score -209939.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -209940.468750 Penalty: 3712.525391
	Iteration 16Q: 3 clusters Score -209940.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -209940.921875 Penalty: 3712.525391
	Iteration 17Q: 3 clusters Score -209940.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -209943.750000 Penalty: 3712.525391
	Iteration 18Q: 3 clusters Score -209943.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -209945.984375 Penalty: 3712.525391
	Iteration 19Q: 3 clusters Score -209946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -209949.203125 Penalty: 3712.525391
	Iteration 20F: 3 clusters Score -209949.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -209953.921875 Penalty: 3712.525391
	Iteration 21Q: 3 clusters Score -209953.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -209956.687500 Penalty: 3712.525391
	Iteration 22Q: 3 clusters Score -209956.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -209958.343750 Penalty: 3712.525391
	Iteration 23Q: 3 clusters Score -209958.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -209959.046875 Penalty: 3712.525391
	Iteration 24Q: 3 clusters Score -209959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -209959.500000 Penalty: 3712.525391
	Iteration 25Q: 3 clusters Score -209959.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -209959.500000 Penalty: 3712.525391
	Iteration 26F: 3 clusters Score -209959.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (90441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90441 members 
Entering Unmasked Estep 
Score: -10831647.000000 Penalty: 2830.288330
	Iteration 0F: 2 clusters Score -1.083165e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -10771132.000000 Penalty: 5660.576660
	Iteration 0F: 3 clusters Score -1.077113e+07 nChanged 42629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -10795752.000000 Penalty: 5660.576660
	Iteration 1F: 3 clusters Score -1.079575e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -10796681.000000 Penalty: 5660.576660
	Iteration 2Q: 3 clusters Score -1.079668e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -10797860.000000 Penalty: 5660.576660
	Iteration 3Q: 3 clusters Score -1.079786e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -10799030.000000 Penalty: 5660.576660
	Iteration 4Q: 3 clusters Score -1.079903e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -10800467.000000 Penalty: 5660.576660
	Iteration 5Q: 3 clusters Score -1.080047e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -10802354.000000 Penalty: 5660.576660
	Iteration 6Q: 3 clusters Score -1.080235e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -10804847.000000 Penalty: 5660.576660
	Iteration 7F: 3 clusters Score -1.080485e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -10808241.000000 Penalty: 5660.576660
	Iteration 8F: 3 clusters Score -1.080824e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45815 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -10812169.000000 Penalty: 5660.576660
	Iteration 9F: 3 clusters Score -1.081217e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -10815112.000000 Penalty: 5660.576660
	Iteration 10F: 3 clusters Score -1.081511e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -10816557.000000 Penalty: 5660.576660
	Iteration 11Q: 3 clusters Score -1.081656e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -10817173.000000 Penalty: 5660.576660
	Iteration 12Q: 3 clusters Score -1.081717e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -10817503.000000 Penalty: 5660.576660
	Iteration 13Q: 3 clusters Score -1.08175e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -10817633.000000 Penalty: 5660.576660
	Iteration 14Q: 3 clusters Score -1.081763e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 46727 members 
Entering Unmasked Estep 
Score: -10817851.000000 Penalty: 5660.576660
	Iteration 15Q: 3 clusters Score -1.081785e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -10818050.000000 Penalty: 5660.576660
	Iteration 16Q: 3 clusters Score -1.081805e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -10818335.000000 Penalty: 5660.576660
	Iteration 17Q: 3 clusters Score -1.081834e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -10818574.000000 Penalty: 5660.576660
	Iteration 18Q: 3 clusters Score -1.081857e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -10818823.000000 Penalty: 5660.576660
	Iteration 19Q: 3 clusters Score -1.081882e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -10819165.000000 Penalty: 5660.576660
	Iteration 20F: 3 clusters Score -1.081916e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -10819417.000000 Penalty: 5660.576660
	Iteration 21Q: 3 clusters Score -1.081942e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 52504 members 
Entering Unmasked Estep 
Score: -10819675.000000 Penalty: 5660.576660
	Iteration 22Q: 3 clusters Score -1.081968e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 53458 members 
Entering Unmasked Estep 
Score: -10819931.000000 Penalty: 5660.576660
	Iteration 23Q: 3 clusters Score -1.081993e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -10820179.000000 Penalty: 5660.576660
	Iteration 24Q: 3 clusters Score -1.082018e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -10820376.000000 Penalty: 5660.576660
	Iteration 25Q: 3 clusters Score -1.082038e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 56467 members 
Entering Unmasked Estep 
Score: -10820629.000000 Penalty: 5660.576660
	Iteration 26Q: 3 clusters Score -1.082063e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 57511 members 
Entering Unmasked Estep 
Score: -10820926.000000 Penalty: 5660.576660
	Iteration 27Q: 3 clusters Score -1.082093e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 58603 members 
Entering Unmasked Estep 
Score: -10821153.000000 Penalty: 5660.576660
	Iteration 28Q: 3 clusters Score -1.082115e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 59684 members 
Entering Unmasked Estep 
Score: -10821494.000000 Penalty: 5660.576660
	Iteration 29Q: 3 clusters Score -1.082149e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 60819 members 
Entering Unmasked Estep 
Score: -10821768.000000 Penalty: 5660.576660
	Iteration 30Q: 3 clusters Score -1.082177e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 61955 members 
Entering Unmasked Estep 
Score: -10822000.000000 Penalty: 5660.576660
	Iteration 31Q: 3 clusters Score -1.0822e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 63128 members 
Entering Unmasked Estep 
Score: -10822382.000000 Penalty: 5660.576660
	Iteration 32Q: 3 clusters Score -1.082238e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 64303 members 
Entering Unmasked Estep 
Score: -10822697.000000 Penalty: 5660.576660
	Iteration 33Q: 3 clusters Score -1.08227e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 65460 members 
Entering Unmasked Estep 
Score: -10822986.000000 Penalty: 5660.576660
	Iteration 34Q: 3 clusters Score -1.082299e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 66626 members 
Entering Unmasked Estep 
Score: -10823310.000000 Penalty: 5660.576660
	Iteration 35Q: 3 clusters Score -1.082331e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 67771 members 
Entering Unmasked Estep 
Score: -10823601.000000 Penalty: 5660.576660
	Iteration 36Q: 3 clusters Score -1.08236e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 68903 members 
Entering Unmasked Estep 
Score: -10823901.000000 Penalty: 5660.576660
	Iteration 37Q: 3 clusters Score -1.08239e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 70034 members 
Entering Unmasked Estep 
Score: -10824220.000000 Penalty: 5660.576660
	Iteration 38Q: 3 clusters Score -1.082422e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 71155 members 
Entering Unmasked Estep 
Score: -10824550.000000 Penalty: 5660.576660
	Iteration 39Q: 3 clusters Score -1.082455e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 72235 members 
Entering Unmasked Estep 
Score: -10824926.000000 Penalty: 5660.576660
	Iteration 40F: 3 clusters Score -1.082493e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -10825298.000000 Penalty: 5660.576660
	Iteration 41Q: 3 clusters Score -1.08253e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 74458 members 
Entering Unmasked Estep 
Score: -10825624.000000 Penalty: 5660.576660
	Iteration 42Q: 3 clusters Score -1.082562e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 75497 members 
Entering Unmasked Estep 
Score: -10825994.000000 Penalty: 5660.576660
	Iteration 43Q: 3 clusters Score -1.082599e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 76489 members 
Entering Unmasked Estep 
Score: -10826280.000000 Penalty: 5660.576660
	Iteration 44Q: 3 clusters Score -1.082628e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 77376 members 
Entering Unmasked Estep 
Score: -10826541.000000 Penalty: 5660.576660
	Iteration 45Q: 3 clusters Score -1.082654e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 78232 members 
Entering Unmasked Estep 
Score: -10826757.000000 Penalty: 5660.576660
	Iteration 46Q: 3 clusters Score -1.082676e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 79020 members 
Entering Unmasked Estep 
Score: -10826952.000000 Penalty: 5660.576660
	Iteration 47Q: 3 clusters Score -1.082695e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 79743 members 
Entering Unmasked Estep 
Score: -10827186.000000 Penalty: 5660.576660
	Iteration 48Q: 3 clusters Score -1.082719e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 80449 members 
Entering Unmasked Estep 
Score: -10827376.000000 Penalty: 5660.576660
	Iteration 49Q: 3 clusters Score -1.082738e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 81114 members 
Entering Unmasked Estep 
Score: -10827545.000000 Penalty: 5660.576660
	Iteration 50Q: 3 clusters Score -1.082754e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 81745 members 
Entering Unmasked Estep 
Score: -10827762.000000 Penalty: 5660.576660
	Iteration 51Q: 3 clusters Score -1.082776e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 82293 members 
Entering Unmasked Estep 
Score: -10827907.000000 Penalty: 5660.576660
	Iteration 52Q: 3 clusters Score -1.082791e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 82841 members 
Entering Unmasked Estep 
Score: -10828090.000000 Penalty: 5660.576660
	Iteration 53Q: 3 clusters Score -1.082809e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 83354 members 
Entering Unmasked Estep 
Score: -10828273.000000 Penalty: 5660.576660
	Iteration 54Q: 3 clusters Score -1.082827e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 83825 members 
Entering Unmasked Estep 
Score: -10828423.000000 Penalty: 5660.576660
	Iteration 55Q: 3 clusters Score -1.082842e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 84253 members 
Entering Unmasked Estep 
Score: -10828566.000000 Penalty: 5660.576660
	Iteration 56Q: 3 clusters Score -1.082857e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 84641 members 
Entering Unmasked Estep 
Score: -10828693.000000 Penalty: 5660.576660
	Iteration 57Q: 3 clusters Score -1.082869e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 85000 members 
Entering Unmasked Estep 
Score: -10828793.000000 Penalty: 5660.576660
	Iteration 58Q: 3 clusters Score -1.082879e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 85319 members 
Entering Unmasked Estep 
Score: -10828945.000000 Penalty: 5660.576660
	Iteration 59Q: 3 clusters Score -1.082894e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 85597 members 
Entering Unmasked Estep 
Score: -10829023.000000 Penalty: 5660.576660
	Iteration 60F: 3 clusters Score -1.082902e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 85851 members 
Entering Unmasked Estep 
Score: -10829061.000000 Penalty: 5660.576660
	Iteration 61Q: 3 clusters Score -1.082906e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 86066 members 
Entering Unmasked Estep 
Score: -10829082.000000 Penalty: 5660.576660
	Iteration 62Q: 3 clusters Score -1.082908e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 86253 members 
Entering Unmasked Estep 
Score: -10829129.000000 Penalty: 5660.576660
	Iteration 63Q: 3 clusters Score -1.082913e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 86415 members 
Entering Unmasked Estep 
Score: -10829185.000000 Penalty: 5660.576660
	Iteration 64Q: 3 clusters Score -1.082918e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 86568 members 
Entering Unmasked Estep 
Score: -10829211.000000 Penalty: 5660.576660
	Iteration 65Q: 3 clusters Score -1.082921e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 86718 members 
Entering Unmasked Estep 
Score: -10829238.000000 Penalty: 5660.576660
	Iteration 66Q: 3 clusters Score -1.082924e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 86867 members 
Entering Unmasked Estep 
Score: -10829253.000000 Penalty: 5660.576660
	Iteration 67Q: 3 clusters Score -1.082925e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 86991 members 
Entering Unmasked Estep 
Score: -10829285.000000 Penalty: 5660.576660
	Iteration 68Q: 3 clusters Score -1.082928e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 87092 members 
Entering Unmasked Estep 
Score: -10829303.000000 Penalty: 5660.576660
	Iteration 69Q: 3 clusters Score -1.08293e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 87173 members 
Entering Unmasked Estep 
Score: -10829313.000000 Penalty: 5660.576660
	Iteration 70Q: 3 clusters Score -1.082931e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 87265 members 
Entering Unmasked Estep 
Score: -10829333.000000 Penalty: 5660.576660
	Iteration 71Q: 3 clusters Score -1.082933e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 87348 members 
Entering Unmasked Estep 
Score: -10829361.000000 Penalty: 5660.576660
	Iteration 72Q: 3 clusters Score -1.082936e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 87430 members 
Entering Unmasked Estep 
Score: -10829357.000000 Penalty: 5660.576660
	Iteration 73Q: 3 clusters Score -1.082936e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 87510 members 
Entering Unmasked Estep 
Score: -10829390.000000 Penalty: 5660.576660
	Iteration 74Q: 3 clusters Score -1.082939e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 87581 members 
Entering Unmasked Estep 
Score: -10829409.000000 Penalty: 5660.576660
	Iteration 75Q: 3 clusters Score -1.082941e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 87660 members 
Entering Unmasked Estep 
Score: -10829429.000000 Penalty: 5660.576660
	Iteration 76Q: 3 clusters Score -1.082943e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 87732 members 
Entering Unmasked Estep 
Score: -10829474.000000 Penalty: 5660.576660
	Iteration 77Q: 3 clusters Score -1.082947e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 87796 members 
Entering Unmasked Estep 
Score: -10829479.000000 Penalty: 5660.576660
	Iteration 78Q: 3 clusters Score -1.082948e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 87844 members 
Entering Unmasked Estep 
Score: -10829473.000000 Penalty: 5660.576660
	Iteration 79Q: 3 clusters Score -1.082947e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 87886 members 
Entering Unmasked Estep 
Score: -10829505.000000 Penalty: 5660.576660
	Iteration 80F: 3 clusters Score -1.08295e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 87925 members 
Entering Unmasked Estep 
Score: -10829507.000000 Penalty: 5660.576660
	Iteration 81Q: 3 clusters Score -1.082951e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 87968 members 
Entering Unmasked Estep 
Score: -10829519.000000 Penalty: 5660.576660
	Iteration 82Q: 3 clusters Score -1.082952e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 88019 members 
Entering Unmasked Estep 
Score: -10829525.000000 Penalty: 5660.576660
	Iteration 83Q: 3 clusters Score -1.082952e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 88055 members 
Entering Unmasked Estep 
Score: -10829533.000000 Penalty: 5660.576660
	Iteration 84Q: 3 clusters Score -1.082953e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 88091 members 
Entering Unmasked Estep 
Score: -10829551.000000 Penalty: 5660.576660
	Iteration 85Q: 3 clusters Score -1.082955e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 88121 members 
Entering Unmasked Estep 
Score: -10829554.000000 Penalty: 5660.576660
	Iteration 86Q: 3 clusters Score -1.082955e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 88138 members 
Entering Unmasked Estep 
Score: -10829530.000000 Penalty: 5660.576660
	Iteration 87Q: 3 clusters Score -1.082953e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 88153 members 
Entering Unmasked Estep 
Score: -10829535.000000 Penalty: 5660.576660
	Iteration 88Q: 3 clusters Score -1.082954e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 88168 members 
Entering Unmasked Estep 
Score: -10829551.000000 Penalty: 5660.576660
	Iteration 89Q: 3 clusters Score -1.082955e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 88186 members 
Entering Unmasked Estep 
Score: -10829558.000000 Penalty: 5660.576660
	Iteration 90Q: 3 clusters Score -1.082956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 88200 members 
Entering Unmasked Estep 
Score: -10829564.000000 Penalty: 5660.576660
	Iteration 91Q: 3 clusters Score -1.082956e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 88216 members 
Entering Unmasked Estep 
Score: -10829567.000000 Penalty: 5660.576660
	Iteration 92Q: 3 clusters Score -1.082957e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 88235 members 
Entering Unmasked Estep 
Score: -10829574.000000 Penalty: 5660.576660
	Iteration 93Q: 3 clusters Score -1.082957e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 88249 members 
Entering Unmasked Estep 
Score: -10829573.000000 Penalty: 5660.576660
	Iteration 94Q: 3 clusters Score -1.082957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 88257 members 
Entering Unmasked Estep 
Score: -10829579.000000 Penalty: 5660.576660
	Iteration 95Q: 3 clusters Score -1.082958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 88262 members 
Entering Unmasked Estep 
Score: -10829595.000000 Penalty: 5660.576660
	Iteration 96Q: 3 clusters Score -1.08296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 88269 members 
Entering Unmasked Estep 
Score: -10829591.000000 Penalty: 5660.576660
	Iteration 97Q: 3 clusters Score -1.082959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 88277 members 
Entering Unmasked Estep 
Score: -10829584.000000 Penalty: 5660.576660
	Iteration 98Q: 3 clusters Score -1.082958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 88288 members 
Entering Unmasked Estep 
Score: -10829586.000000 Penalty: 5660.576660
	Iteration 99Q: 3 clusters Score -1.082959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 88298 members 
Entering Unmasked Estep 
Score: -10829585.000000 Penalty: 5660.576660
	Iteration 100F: 3 clusters Score -1.082958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 88308 members 
Entering Unmasked Estep 
Score: -10829597.000000 Penalty: 5660.576660
	Iteration 101Q: 3 clusters Score -1.08296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 88316 members 
Entering Unmasked Estep 
Score: -10829592.000000 Penalty: 5660.576660
	Iteration 102Q: 3 clusters Score -1.082959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 88326 members 
Entering Unmasked Estep 
Score: -10829595.000000 Penalty: 5660.576660
	Iteration 103Q: 3 clusters Score -1.08296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 88333 members 
Entering Unmasked Estep 
Score: -10829604.000000 Penalty: 5660.576660
	Iteration 104Q: 3 clusters Score -1.08296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 88338 members 
Entering Unmasked Estep 
Score: -10829602.000000 Penalty: 5660.576660
	Iteration 105Q: 3 clusters Score -1.08296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 88346 members 
Entering Unmasked Estep 
Score: -10829598.000000 Penalty: 5660.576660
	Iteration 106Q: 3 clusters Score -1.08296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 88357 members 
Entering Unmasked Estep 
Score: -10829602.000000 Penalty: 5660.576660
	Iteration 107Q: 3 clusters Score -1.08296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 88363 members 
Entering Unmasked Estep 
Score: -10829592.000000 Penalty: 5660.576660
	Iteration 108Q: 3 clusters Score -1.082959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 88368 members 
Entering Unmasked Estep 
Score: -10829596.000000 Penalty: 5660.576660
	Iteration 109Q: 3 clusters Score -1.08296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 88372 members 
Entering Unmasked Estep 
Score: -10829602.000000 Penalty: 5660.576660
	Iteration 110Q: 3 clusters Score -1.08296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 88372 members 
Entering Unmasked Estep 
Score: -10829602.000000 Penalty: 5660.576660
	Iteration 111F: 3 clusters Score -1.08296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -731732.500000 Penalty: 2162.350342
	Iteration 0F: 2 clusters Score -731732.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -726547.187500 Penalty: 4324.700684
	Iteration 0F: 3 clusters Score -726547.2 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -727838.937500 Penalty: 4324.700684
	Iteration 1F: 3 clusters Score -727838.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -728072.562500 Penalty: 4324.700684
	Iteration 2F: 3 clusters Score -728072.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -728219.625000 Penalty: 4324.700684
	Iteration 3Q: 3 clusters Score -728219.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -728319.625000 Penalty: 4324.700684
	Iteration 4Q: 3 clusters Score -728319.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -728387.437500 Penalty: 4324.700684
	Iteration 5Q: 3 clusters Score -728387.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -728438.625000 Penalty: 4324.700684
	Iteration 6Q: 3 clusters Score -728438.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -728499.562500 Penalty: 4324.700684
	Iteration 7Q: 3 clusters Score -728499.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -728563.437500 Penalty: 4324.700684
	Iteration 8Q: 3 clusters Score -728563.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -728618.437500 Penalty: 4324.700684
	Iteration 9Q: 3 clusters Score -728618.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -728661.375000 Penalty: 4324.700684
	Iteration 10Q: 3 clusters Score -728661.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -728707.062500 Penalty: 4324.700684
	Iteration 11Q: 3 clusters Score -728707.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -728758.562500 Penalty: 4324.700684
	Iteration 12Q: 3 clusters Score -728758.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -728817.437500 Penalty: 4324.700684
	Iteration 13Q: 3 clusters Score -728817.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -728881.687500 Penalty: 4324.700684
	Iteration 14Q: 3 clusters Score -728881.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -728958.312500 Penalty: 4324.700684
	Iteration 15Q: 3 clusters Score -728958.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -729053.250000 Penalty: 4324.700684
	Iteration 16Q: 3 clusters Score -729053.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -729147.750000 Penalty: 4324.700684
	Iteration 17Q: 3 clusters Score -729147.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -729231.875000 Penalty: 4324.700684
	Iteration 18Q: 3 clusters Score -729231.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -729317.812500 Penalty: 4324.700684
	Iteration 19Q: 3 clusters Score -729317.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -729397.375000 Penalty: 4324.700684
	Iteration 20F: 3 clusters Score -729397.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -729461.937500 Penalty: 4324.700684
	Iteration 21Q: 3 clusters Score -729461.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -729531.562500 Penalty: 4324.700684
	Iteration 22Q: 3 clusters Score -729531.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -729599.125000 Penalty: 4324.700684
	Iteration 23Q: 3 clusters Score -729599.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -729652.000000 Penalty: 4324.700684
	Iteration 24Q: 3 clusters Score -729652 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -729689.187500 Penalty: 4324.700684
	Iteration 25Q: 3 clusters Score -729689.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -729717.000000 Penalty: 4324.700684
	Iteration 26Q: 3 clusters Score -729717 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -729737.000000 Penalty: 4324.700684
	Iteration 27Q: 3 clusters Score -729737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -729758.187500 Penalty: 4324.700684
	Iteration 28Q: 3 clusters Score -729758.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -729778.750000 Penalty: 4324.700684
	Iteration 29Q: 3 clusters Score -729778.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -729800.000000 Penalty: 4324.700684
	Iteration 30Q: 3 clusters Score -729800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -729814.250000 Penalty: 4324.700684
	Iteration 31Q: 3 clusters Score -729814.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -729835.187500 Penalty: 4324.700684
	Iteration 32Q: 3 clusters Score -729835.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -729855.500000 Penalty: 4324.700684
	Iteration 33Q: 3 clusters Score -729855.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -729872.875000 Penalty: 4324.700684
	Iteration 34Q: 3 clusters Score -729872.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -729891.437500 Penalty: 4324.700684
	Iteration 35Q: 3 clusters Score -729891.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -729899.562500 Penalty: 4324.700684
	Iteration 36Q: 3 clusters Score -729899.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -729908.375000 Penalty: 4324.700684
	Iteration 37Q: 3 clusters Score -729908.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -729915.062500 Penalty: 4324.700684
	Iteration 38Q: 3 clusters Score -729915.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -729919.437500 Penalty: 4324.700684
	Iteration 39Q: 3 clusters Score -729919.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -729922.125000 Penalty: 4324.700684
	Iteration 40F: 3 clusters Score -729922.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -729924.562500 Penalty: 4324.700684
	Iteration 41Q: 3 clusters Score -729924.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -729927.812500 Penalty: 4324.700684
	Iteration 42Q: 3 clusters Score -729927.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -729934.375000 Penalty: 4324.700684
	Iteration 43Q: 3 clusters Score -729934.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -729946.812500 Penalty: 4324.700684
	Iteration 44Q: 3 clusters Score -729946.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -729955.000000 Penalty: 4324.700684
	Iteration 45Q: 3 clusters Score -729955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -729963.250000 Penalty: 4324.700684
	Iteration 46Q: 3 clusters Score -729963.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -729969.312500 Penalty: 4324.700684
	Iteration 47Q: 3 clusters Score -729969.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -729974.750000 Penalty: 4324.700684
	Iteration 48Q: 3 clusters Score -729974.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -729975.000000 Penalty: 4324.700684
	Iteration 49Q: 3 clusters Score -729975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -729978.562500 Penalty: 4324.700684
	Iteration 50Q: 3 clusters Score -729978.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -729978.812500 Penalty: 4324.700684
	Iteration 51Q: 3 clusters Score -729978.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -729979.125000 Penalty: 4324.700684
	Iteration 52Q: 3 clusters Score -729979.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -729981.062500 Penalty: 4324.700684
	Iteration 53Q: 3 clusters Score -729981.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -729981.062500 Penalty: 4324.700684
	Iteration 54F: 3 clusters Score -729981.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Entering Unmasked Estep 
Score: -601404.750000 Penalty: 2111.070557
	Iteration 0F: 2 clusters Score -601404.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -596871.375000 Penalty: 4222.141113
	Iteration 0F: 3 clusters Score -596871.4 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -597943.562500 Penalty: 4222.141113
	Iteration 1F: 3 clusters Score -597943.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -598217.187500 Penalty: 4222.141113
	Iteration 2F: 3 clusters Score -598217.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -598493.812500 Penalty: 4222.141113
	Iteration 3F: 3 clusters Score -598493.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -598864.125000 Penalty: 4222.141113
	Iteration 4F: 3 clusters Score -598864.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -599229.562500 Penalty: 4222.141113
	Iteration 5F: 3 clusters Score -599229.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -599495.750000 Penalty: 4222.141113
	Iteration 6F: 3 clusters Score -599495.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -599703.437500 Penalty: 4222.141113
	Iteration 7F: 3 clusters Score -599703.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -599893.437500 Penalty: 4222.141113
	Iteration 8Q: 3 clusters Score -599893.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -600034.625000 Penalty: 4222.141113
	Iteration 9Q: 3 clusters Score -600034.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -600135.187500 Penalty: 4222.141113
	Iteration 10Q: 3 clusters Score -600135.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -600199.750000 Penalty: 4222.141113
	Iteration 11Q: 3 clusters Score -600199.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -600258.125000 Penalty: 4222.141113
	Iteration 12Q: 3 clusters Score -600258.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -600293.562500 Penalty: 4222.141113
	Iteration 13Q: 3 clusters Score -600293.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -600317.062500 Penalty: 4222.141113
	Iteration 14Q: 3 clusters Score -600317.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -600333.625000 Penalty: 4222.141113
	Iteration 15Q: 3 clusters Score -600333.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -600349.937500 Penalty: 4222.141113
	Iteration 16Q: 3 clusters Score -600349.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -600366.437500 Penalty: 4222.141113
	Iteration 17Q: 3 clusters Score -600366.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -600379.812500 Penalty: 4222.141113
	Iteration 18Q: 3 clusters Score -600379.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -600393.812500 Penalty: 4222.141113
	Iteration 19Q: 3 clusters Score -600393.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -600407.375000 Penalty: 4222.141113
	Iteration 20F: 3 clusters Score -600407.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -600417.375000 Penalty: 4222.141113
	Iteration 21Q: 3 clusters Score -600417.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -600424.250000 Penalty: 4222.141113
	Iteration 22Q: 3 clusters Score -600424.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -600432.250000 Penalty: 4222.141113
	Iteration 23Q: 3 clusters Score -600432.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -600440.687500 Penalty: 4222.141113
	Iteration 24Q: 3 clusters Score -600440.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -600452.375000 Penalty: 4222.141113
	Iteration 25Q: 3 clusters Score -600452.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -600459.375000 Penalty: 4222.141113
	Iteration 26Q: 3 clusters Score -600459.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -600467.562500 Penalty: 4222.141113
	Iteration 27Q: 3 clusters Score -600467.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -600476.312500 Penalty: 4222.141113
	Iteration 28Q: 3 clusters Score -600476.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -600489.375000 Penalty: 4222.141113
	Iteration 29Q: 3 clusters Score -600489.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -600502.125000 Penalty: 4222.141113
	Iteration 30Q: 3 clusters Score -600502.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -600507.500000 Penalty: 4222.141113
	Iteration 31Q: 3 clusters Score -600507.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -600516.000000 Penalty: 4222.141113
	Iteration 32Q: 3 clusters Score -600516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -600520.875000 Penalty: 4222.141113
	Iteration 33Q: 3 clusters Score -600520.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -600525.625000 Penalty: 4222.141113
	Iteration 34Q: 3 clusters Score -600525.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -600529.750000 Penalty: 4222.141113
	Iteration 35Q: 3 clusters Score -600529.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -600532.125000 Penalty: 4222.141113
	Iteration 36Q: 3 clusters Score -600532.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -600540.187500 Penalty: 4222.141113
	Iteration 37Q: 3 clusters Score -600540.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -600545.375000 Penalty: 4222.141113
	Iteration 38Q: 3 clusters Score -600545.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -600548.937500 Penalty: 4222.141113
	Iteration 39Q: 3 clusters Score -600548.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -600550.750000 Penalty: 4222.141113
	Iteration 40F: 3 clusters Score -600550.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -600554.437500 Penalty: 4222.141113
	Iteration 41Q: 3 clusters Score -600554.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -600555.687500 Penalty: 4222.141113
	Iteration 42Q: 3 clusters Score -600555.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -600558.000000 Penalty: 4222.141113
	Iteration 43Q: 3 clusters Score -600558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -600559.812500 Penalty: 4222.141113
	Iteration 44Q: 3 clusters Score -600559.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -600560.125000 Penalty: 4222.141113
	Iteration 45Q: 3 clusters Score -600560.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -600562.875000 Penalty: 4222.141113
	Iteration 46Q: 3 clusters Score -600562.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -600565.625000 Penalty: 4222.141113
	Iteration 47Q: 3 clusters Score -600565.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -600566.812500 Penalty: 4222.141113
	Iteration 48Q: 3 clusters Score -600566.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -600568.312500 Penalty: 4222.141113
	Iteration 49Q: 3 clusters Score -600568.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -600572.312500 Penalty: 4222.141113
	Iteration 50Q: 3 clusters Score -600572.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -600574.312500 Penalty: 4222.141113
	Iteration 51Q: 3 clusters Score -600574.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -600574.875000 Penalty: 4222.141113
	Iteration 52Q: 3 clusters Score -600574.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -600575.750000 Penalty: 4222.141113
	Iteration 53Q: 3 clusters Score -600575.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -600577.437500 Penalty: 4222.141113
	Iteration 54Q: 3 clusters Score -600577.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -600580.750000 Penalty: 4222.141113
	Iteration 55Q: 3 clusters Score -600580.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -600584.312500 Penalty: 4222.141113
	Iteration 56Q: 3 clusters Score -600584.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -600588.875000 Penalty: 4222.141113
	Iteration 57Q: 3 clusters Score -600588.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -600592.750000 Penalty: 4222.141113
	Iteration 58Q: 3 clusters Score -600592.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -600598.562500 Penalty: 4222.141113
	Iteration 59Q: 3 clusters Score -600598.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -600603.437500 Penalty: 4222.141113
	Iteration 60F: 3 clusters Score -600603.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -600609.375000 Penalty: 4222.141113
	Iteration 61Q: 3 clusters Score -600609.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -600613.625000 Penalty: 4222.141113
	Iteration 62Q: 3 clusters Score -600613.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -600613.562500 Penalty: 4222.141113
	Iteration 63Q: 3 clusters Score -600613.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -600615.125000 Penalty: 4222.141113
	Iteration 64Q: 3 clusters Score -600615.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -600615.937500 Penalty: 4222.141113
	Iteration 65Q: 3 clusters Score -600615.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -600617.875000 Penalty: 4222.141113
	Iteration 66Q: 3 clusters Score -600617.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -600617.875000 Penalty: 4222.141113
	Iteration 67F: 3 clusters Score -600617.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -51523.390625 Penalty: 1554.265747
	Iteration 0F: 2 clusters Score -51523.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50045.582031 Penalty: 3108.531494
	Iteration 0F: 3 clusters Score -50045.58 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50310.582031 Penalty: 3108.531494
	Iteration 1F: 3 clusters Score -50310.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50397.261719 Penalty: 3108.531494
	Iteration 2F: 3 clusters Score -50397.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50499.964844 Penalty: 3108.531494
	Iteration 3Q: 3 clusters Score -50499.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50601.824219 Penalty: 3108.531494
	Iteration 4Q: 3 clusters Score -50601.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50666.398438 Penalty: 3108.531494
	Iteration 5Q: 3 clusters Score -50666.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50719.703125 Penalty: 3108.531494
	Iteration 6Q: 3 clusters Score -50719.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50731.792969 Penalty: 3108.531494
	Iteration 7Q: 3 clusters Score -50731.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50737.738281 Penalty: 3108.531494
	Iteration 8Q: 3 clusters Score -50737.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50742.871094 Penalty: 3108.531494
	Iteration 9Q: 3 clusters Score -50742.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50754.343750 Penalty: 3108.531494
	Iteration 10Q: 3 clusters Score -50754.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50772.234375 Penalty: 3108.531494
	Iteration 11Q: 3 clusters Score -50772.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50785.093750 Penalty: 3108.531494
	Iteration 12Q: 3 clusters Score -50785.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50788.117188 Penalty: 3108.531494
	Iteration 13Q: 3 clusters Score -50788.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50792.875000 Penalty: 3108.531494
	Iteration 14Q: 3 clusters Score -50792.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50798.492188 Penalty: 3108.531494
	Iteration 15Q: 3 clusters Score -50798.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50798.492188 Penalty: 3108.531494
	Iteration 16F: 3 clusters Score -50798.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Entering Unmasked Estep 
Score: -571963.625000 Penalty: 2116.053955
	Iteration 0F: 2 clusters Score -571963.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -567403.562500 Penalty: 4232.107910
	Iteration 0F: 3 clusters Score -567403.6 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -568495.062500 Penalty: 4232.107910
	Iteration 1F: 3 clusters Score -568495.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -568710.750000 Penalty: 4232.107910
	Iteration 2F: 3 clusters Score -568710.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -568858.375000 Penalty: 4232.107910
	Iteration 3Q: 3 clusters Score -568858.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -568957.125000 Penalty: 4232.107910
	Iteration 4Q: 3 clusters Score -568957.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -569032.312500 Penalty: 4232.107910
	Iteration 5Q: 3 clusters Score -569032.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -569101.750000 Penalty: 4232.107910
	Iteration 6Q: 3 clusters Score -569101.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -569190.937500 Penalty: 4232.107910
	Iteration 7Q: 3 clusters Score -569190.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -569255.500000 Penalty: 4232.107910
	Iteration 8Q: 3 clusters Score -569255.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -569301.250000 Penalty: 4232.107910
	Iteration 9Q: 3 clusters Score -569301.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -569343.812500 Penalty: 4232.107910
	Iteration 10Q: 3 clusters Score -569343.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -569390.000000 Penalty: 4232.107910
	Iteration 11Q: 3 clusters Score -569390 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -569426.500000 Penalty: 4232.107910
	Iteration 12Q: 3 clusters Score -569426.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -569458.125000 Penalty: 4232.107910
	Iteration 13Q: 3 clusters Score -569458.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -569486.750000 Penalty: 4232.107910
	Iteration 14Q: 3 clusters Score -569486.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -569510.000000 Penalty: 4232.107910
	Iteration 15Q: 3 clusters Score -569510 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -569539.062500 Penalty: 4232.107910
	Iteration 16Q: 3 clusters Score -569539.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -569564.000000 Penalty: 4232.107910
	Iteration 17Q: 3 clusters Score -569564 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -569585.062500 Penalty: 4232.107910
	Iteration 18Q: 3 clusters Score -569585.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -569603.187500 Penalty: 4232.107910
	Iteration 19Q: 3 clusters Score -569603.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -569622.812500 Penalty: 4232.107910
	Iteration 20F: 3 clusters Score -569622.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -569646.187500 Penalty: 4232.107910
	Iteration 21Q: 3 clusters Score -569646.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -569667.250000 Penalty: 4232.107910
	Iteration 22Q: 3 clusters Score -569667.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -569689.375000 Penalty: 4232.107910
	Iteration 23Q: 3 clusters Score -569689.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -569716.500000 Penalty: 4232.107910
	Iteration 24Q: 3 clusters Score -569716.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -569740.125000 Penalty: 4232.107910
	Iteration 25Q: 3 clusters Score -569740.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -569764.437500 Penalty: 4232.107910
	Iteration 26Q: 3 clusters Score -569764.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -569780.062500 Penalty: 4232.107910
	Iteration 27Q: 3 clusters Score -569780.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -569797.562500 Penalty: 4232.107910
	Iteration 28Q: 3 clusters Score -569797.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -569810.562500 Penalty: 4232.107910
	Iteration 29Q: 3 clusters Score -569810.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -569820.750000 Penalty: 4232.107910
	Iteration 30Q: 3 clusters Score -569820.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -569832.625000 Penalty: 4232.107910
	Iteration 31Q: 3 clusters Score -569832.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -569840.937500 Penalty: 4232.107910
	Iteration 32Q: 3 clusters Score -569840.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -569849.812500 Penalty: 4232.107910
	Iteration 33Q: 3 clusters Score -569849.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -569859.812500 Penalty: 4232.107910
	Iteration 34Q: 3 clusters Score -569859.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -569872.125000 Penalty: 4232.107910
	Iteration 35Q: 3 clusters Score -569872.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -569881.875000 Penalty: 4232.107910
	Iteration 36Q: 3 clusters Score -569881.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -569891.062500 Penalty: 4232.107910
	Iteration 37Q: 3 clusters Score -569891.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -569901.750000 Penalty: 4232.107910
	Iteration 38Q: 3 clusters Score -569901.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -569910.562500 Penalty: 4232.107910
	Iteration 39Q: 3 clusters Score -569910.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -569915.500000 Penalty: 4232.107910
	Iteration 40F: 3 clusters Score -569915.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -569921.750000 Penalty: 4232.107910
	Iteration 41Q: 3 clusters Score -569921.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -569923.437500 Penalty: 4232.107910
	Iteration 42Q: 3 clusters Score -569923.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -569928.562500 Penalty: 4232.107910
	Iteration 43Q: 3 clusters Score -569928.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -569941.875000 Penalty: 4232.107910
	Iteration 44Q: 3 clusters Score -569941.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -569953.187500 Penalty: 4232.107910
	Iteration 45Q: 3 clusters Score -569953.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -569964.812500 Penalty: 4232.107910
	Iteration 46Q: 3 clusters Score -569964.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -569975.250000 Penalty: 4232.107910
	Iteration 47Q: 3 clusters Score -569975.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -569988.812500 Penalty: 4232.107910
	Iteration 48Q: 3 clusters Score -569988.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -570004.125000 Penalty: 4232.107910
	Iteration 49Q: 3 clusters Score -570004.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -570019.062500 Penalty: 4232.107910
	Iteration 50Q: 3 clusters Score -570019.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -570030.375000 Penalty: 4232.107910
	Iteration 51Q: 3 clusters Score -570030.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -570038.937500 Penalty: 4232.107910
	Iteration 52Q: 3 clusters Score -570038.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -570045.937500 Penalty: 4232.107910
	Iteration 53Q: 3 clusters Score -570045.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -570050.062500 Penalty: 4232.107910
	Iteration 54Q: 3 clusters Score -570050.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -570052.500000 Penalty: 4232.107910
	Iteration 55Q: 3 clusters Score -570052.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -570056.375000 Penalty: 4232.107910
	Iteration 56Q: 3 clusters Score -570056.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -570058.375000 Penalty: 4232.107910
	Iteration 57Q: 3 clusters Score -570058.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -570059.687500 Penalty: 4232.107910
	Iteration 58Q: 3 clusters Score -570059.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -570063.500000 Penalty: 4232.107910
	Iteration 59Q: 3 clusters Score -570063.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -570068.312500 Penalty: 4232.107910
	Iteration 60F: 3 clusters Score -570068.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -570072.375000 Penalty: 4232.107910
	Iteration 61Q: 3 clusters Score -570072.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -570073.812500 Penalty: 4232.107910
	Iteration 62Q: 3 clusters Score -570073.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -570074.500000 Penalty: 4232.107910
	Iteration 63Q: 3 clusters Score -570074.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -570075.562500 Penalty: 4232.107910
	Iteration 64Q: 3 clusters Score -570075.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -570076.687500 Penalty: 4232.107910
	Iteration 65Q: 3 clusters Score -570076.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -570077.375000 Penalty: 4232.107910
	Iteration 66Q: 3 clusters Score -570077.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -570077.062500 Penalty: 4232.107910
	Iteration 67Q: 3 clusters Score -570077.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -570077.062500 Penalty: 4232.107910
	Iteration 68F: 3 clusters Score -570077.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Entering Unmasked Estep 
Score: -101322.265625 Penalty: 1695.125732
	Iteration 0F: 2 clusters Score -101322.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -99411.601562 Penalty: 3390.251465
	Iteration 0F: 3 clusters Score -99411.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -99634.054688 Penalty: 3390.251465
	Iteration 1F: 3 clusters Score -99634.05 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -99717.828125 Penalty: 3390.251465
	Iteration 2F: 3 clusters Score -99717.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -99773.703125 Penalty: 3390.251465
	Iteration 3Q: 3 clusters Score -99773.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -99805.445312 Penalty: 3390.251465
	Iteration 4Q: 3 clusters Score -99805.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -99831.226562 Penalty: 3390.251465
	Iteration 5Q: 3 clusters Score -99831.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -99842.148438 Penalty: 3390.251465
	Iteration 6Q: 3 clusters Score -99842.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -99843.632812 Penalty: 3390.251465
	Iteration 7Q: 3 clusters Score -99843.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -99843.632812 Penalty: 3390.251465
	Iteration 8F: 3 clusters Score -99843.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Entering Unmasked Estep 
Score: -477518.375000 Penalty: 2057.357910
	Iteration 0F: 2 clusters Score -477518.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -473615.906250 Penalty: 4114.715820
	Iteration 0F: 3 clusters Score -473615.9 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -474427.875000 Penalty: 4114.715820
	Iteration 1F: 3 clusters Score -474427.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -474630.437500 Penalty: 4114.715820
	Iteration 2F: 3 clusters Score -474630.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -474714.218750 Penalty: 4114.715820
	Iteration 3Q: 3 clusters Score -474714.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -474775.000000 Penalty: 4114.715820
	Iteration 4Q: 3 clusters Score -474775 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -474825.687500 Penalty: 4114.715820
	Iteration 5Q: 3 clusters Score -474825.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -474866.875000 Penalty: 4114.715820
	Iteration 6Q: 3 clusters Score -474866.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -474899.031250 Penalty: 4114.715820
	Iteration 7Q: 3 clusters Score -474899 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -474916.187500 Penalty: 4114.715820
	Iteration 8Q: 3 clusters Score -474916.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -474930.468750 Penalty: 4114.715820
	Iteration 9Q: 3 clusters Score -474930.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -474937.062500 Penalty: 4114.715820
	Iteration 10Q: 3 clusters Score -474937.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -474944.312500 Penalty: 4114.715820
	Iteration 11Q: 3 clusters Score -474944.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -474954.687500 Penalty: 4114.715820
	Iteration 12Q: 3 clusters Score -474954.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -474963.750000 Penalty: 4114.715820
	Iteration 13Q: 3 clusters Score -474963.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -474968.718750 Penalty: 4114.715820
	Iteration 14Q: 3 clusters Score -474968.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -474972.468750 Penalty: 4114.715820
	Iteration 15Q: 3 clusters Score -474972.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -474975.531250 Penalty: 4114.715820
	Iteration 16Q: 3 clusters Score -474975.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -474977.156250 Penalty: 4114.715820
	Iteration 17Q: 3 clusters Score -474977.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -474977.937500 Penalty: 4114.715820
	Iteration 18Q: 3 clusters Score -474977.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -474979.156250 Penalty: 4114.715820
	Iteration 19Q: 3 clusters Score -474979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -474980.593750 Penalty: 4114.715820
	Iteration 20F: 3 clusters Score -474980.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -474981.531250 Penalty: 4114.715820
	Iteration 21Q: 3 clusters Score -474981.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -474981.937500 Penalty: 4114.715820
	Iteration 22Q: 3 clusters Score -474981.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -474984.437500 Penalty: 4114.715820
	Iteration 23Q: 3 clusters Score -474984.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -474986.250000 Penalty: 4114.715820
	Iteration 24Q: 3 clusters Score -474986.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -474988.718750 Penalty: 4114.715820
	Iteration 25Q: 3 clusters Score -474988.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -474992.562500 Penalty: 4114.715820
	Iteration 26Q: 3 clusters Score -474992.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -474996.312500 Penalty: 4114.715820
	Iteration 27Q: 3 clusters Score -474996.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -475000.000000 Penalty: 4114.715820
	Iteration 28Q: 3 clusters Score -475000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -475003.125000 Penalty: 4114.715820
	Iteration 29Q: 3 clusters Score -475003.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -475004.781250 Penalty: 4114.715820
	Iteration 30Q: 3 clusters Score -475004.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -475004.781250 Penalty: 4114.715820
	Iteration 31Q: 3 clusters Score -475004.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -475005.593750 Penalty: 4114.715820
	Iteration 32Q: 3 clusters Score -475005.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -475006.031250 Penalty: 4114.715820
	Iteration 33Q: 3 clusters Score -475006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -475006.750000 Penalty: 4114.715820
	Iteration 34Q: 3 clusters Score -475006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -475006.062500 Penalty: 4114.715820
	Iteration 35Q: 3 clusters Score -475006.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -475007.437500 Penalty: 4114.715820
	Iteration 36Q: 3 clusters Score -475007.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -475008.406250 Penalty: 4114.715820
	Iteration 37Q: 3 clusters Score -475008.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -475009.625000 Penalty: 4114.715820
	Iteration 38Q: 3 clusters Score -475009.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -475009.812500 Penalty: 4114.715820
	Iteration 39Q: 3 clusters Score -475009.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -475010.500000 Penalty: 4114.715820
	Iteration 40F: 3 clusters Score -475010.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Entering Unmasked Estep 
Score: -5650780.500000 Penalty: 2673.985840
	Iteration 0F: 2 clusters Score -5650780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -5618168.000000 Penalty: 5347.971680
	Iteration 0F: 3 clusters Score -5618168 nChanged 22241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -5630550.000000 Penalty: 5347.971680
	Iteration 1F: 3 clusters Score -5630550 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -5631009.500000 Penalty: 5347.971680
	Iteration 2Q: 3 clusters Score -5631010 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -5631515.500000 Penalty: 5347.971680
	Iteration 3Q: 3 clusters Score -5631516 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -5632046.000000 Penalty: 5347.971680
	Iteration 4Q: 3 clusters Score -5632046 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -5632943.500000 Penalty: 5347.971680
	Iteration 5Q: 3 clusters Score -5632944 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -5634255.000000 Penalty: 5347.971680
	Iteration 6F: 3 clusters Score -5634255 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -5636475.000000 Penalty: 5347.971680
	Iteration 7F: 3 clusters Score -5636475 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -5639785.500000 Penalty: 5347.971680
	Iteration 8F: 3 clusters Score -5639786 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -5643483.000000 Penalty: 5347.971680
	Iteration 9F: 3 clusters Score -5643483 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -5646290.000000 Penalty: 5347.971680
	Iteration 10F: 3 clusters Score -5646290 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5647656.000000 Penalty: 5347.971680
	Iteration 11Q: 3 clusters Score -5647656 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5648155.500000 Penalty: 5347.971680
	Iteration 12Q: 3 clusters Score -5648156 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5648345.500000 Penalty: 5347.971680
	Iteration 13Q: 3 clusters Score -5648346 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5648423.000000 Penalty: 5347.971680
	Iteration 14Q: 3 clusters Score -5648423 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5648463.500000 Penalty: 5347.971680
	Iteration 15Q: 3 clusters Score -5648464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5648492.500000 Penalty: 5347.971680
	Iteration 16Q: 3 clusters Score -5648492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5648527.500000 Penalty: 5347.971680
	Iteration 17Q: 3 clusters Score -5648528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5648555.500000 Penalty: 5347.971680
	Iteration 18Q: 3 clusters Score -5648556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5648563.000000 Penalty: 5347.971680
	Iteration 19Q: 3 clusters Score -5648563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5648571.000000 Penalty: 5347.971680
	Iteration 20F: 3 clusters Score -5648571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5648575.500000 Penalty: 5347.971680
	Iteration 21Q: 3 clusters Score -5648576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5648580.000000 Penalty: 5347.971680
	Iteration 22Q: 3 clusters Score -5648580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5648582.500000 Penalty: 5347.971680
	Iteration 23Q: 3 clusters Score -5648582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5648582.500000 Penalty: 5347.971680
	Iteration 24F: 3 clusters Score -5648582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Entering Unmasked Estep 
Score: -4082709.500000 Penalty: 2587.127686
	Iteration 0F: 2 clusters Score -4082710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -4059561.000000 Penalty: 5174.255371
	Iteration 0F: 3 clusters Score -4059561 nChanged 15480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -4068010.500000 Penalty: 5174.255371
	Iteration 1F: 3 clusters Score -4068010 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -4068829.750000 Penalty: 5174.255371
	Iteration 2Q: 3 clusters Score -4068830 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -4070030.250000 Penalty: 5174.255371
	Iteration 3F: 3 clusters Score -4070030 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -4071457.000000 Penalty: 5174.255371
	Iteration 4F: 3 clusters Score -4071457 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -4072807.250000 Penalty: 5174.255371
	Iteration 5F: 3 clusters Score -4072807 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -4074121.500000 Penalty: 5174.255371
	Iteration 6F: 3 clusters Score -4074122 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -4075223.500000 Penalty: 5174.255371
	Iteration 7F: 3 clusters Score -4075224 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -4076228.500000 Penalty: 5174.255371
	Iteration 8F: 3 clusters Score -4076228 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -4077137.500000 Penalty: 5174.255371
	Iteration 9Q: 3 clusters Score -4077138 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -4077890.750000 Penalty: 5174.255371
	Iteration 10Q: 3 clusters Score -4077891 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -4078302.750000 Penalty: 5174.255371
	Iteration 11Q: 3 clusters Score -4078303 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -4078550.750000 Penalty: 5174.255371
	Iteration 12Q: 3 clusters Score -4078551 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -4078703.250000 Penalty: 5174.255371
	Iteration 13Q: 3 clusters Score -4078703 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -4078843.750000 Penalty: 5174.255371
	Iteration 14Q: 3 clusters Score -4078844 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -4078925.500000 Penalty: 5174.255371
	Iteration 15Q: 3 clusters Score -4078926 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -4078994.250000 Penalty: 5174.255371
	Iteration 16Q: 3 clusters Score -4078994 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -4079063.750000 Penalty: 5174.255371
	Iteration 17Q: 3 clusters Score -4079064 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -4079122.250000 Penalty: 5174.255371
	Iteration 18Q: 3 clusters Score -4079122 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -4079181.250000 Penalty: 5174.255371
	Iteration 19Q: 3 clusters Score -4079181 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -4079212.500000 Penalty: 5174.255371
	Iteration 20F: 3 clusters Score -4079212 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -4079252.250000 Penalty: 5174.255371
	Iteration 21Q: 3 clusters Score -4079252 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -4079285.750000 Penalty: 5174.255371
	Iteration 22Q: 3 clusters Score -4079286 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -4079308.500000 Penalty: 5174.255371
	Iteration 23Q: 3 clusters Score -4079308 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -4079331.250000 Penalty: 5174.255371
	Iteration 24Q: 3 clusters Score -4079331 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -4079360.500000 Penalty: 5174.255371
	Iteration 25Q: 3 clusters Score -4079360 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -4079360.000000 Penalty: 5174.255371
	Iteration 26Q: 3 clusters Score -4079360 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -4079372.750000 Penalty: 5174.255371
	Iteration 27Q: 3 clusters Score -4079373 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -4079395.500000 Penalty: 5174.255371
	Iteration 28Q: 3 clusters Score -4079396 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -4079412.250000 Penalty: 5174.255371
	Iteration 29Q: 3 clusters Score -4079412 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -4079431.750000 Penalty: 5174.255371
	Iteration 30Q: 3 clusters Score -4079432 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -4079436.500000 Penalty: 5174.255371
	Iteration 31Q: 3 clusters Score -4079436 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -4079438.500000 Penalty: 5174.255371
	Iteration 32Q: 3 clusters Score -4079438 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -4079477.000000 Penalty: 5174.255371
	Iteration 33Q: 3 clusters Score -4079477 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -4079500.000000 Penalty: 5174.255371
	Iteration 34Q: 3 clusters Score -4079500 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -4079516.250000 Penalty: 5174.255371
	Iteration 35Q: 3 clusters Score -4079516 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -4079542.750000 Penalty: 5174.255371
	Iteration 36Q: 3 clusters Score -4079543 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -4079565.000000 Penalty: 5174.255371
	Iteration 37Q: 3 clusters Score -4079565 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -4079584.000000 Penalty: 5174.255371
	Iteration 38Q: 3 clusters Score -4079584 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -4079611.250000 Penalty: 5174.255371
	Iteration 39Q: 3 clusters Score -4079611 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -4079632.750000 Penalty: 5174.255371
	Iteration 40F: 3 clusters Score -4079633 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -4079664.750000 Penalty: 5174.255371
	Iteration 41Q: 3 clusters Score -4079665 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -4079695.000000 Penalty: 5174.255371
	Iteration 42Q: 3 clusters Score -4079695 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -4079719.000000 Penalty: 5174.255371
	Iteration 43Q: 3 clusters Score -4079719 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -4079758.750000 Penalty: 5174.255371
	Iteration 44Q: 3 clusters Score -4079759 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -4079807.750000 Penalty: 5174.255371
	Iteration 45Q: 3 clusters Score -4079808 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -4079834.750000 Penalty: 5174.255371
	Iteration 46Q: 3 clusters Score -4079835 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -4079870.750000 Penalty: 5174.255371
	Iteration 47Q: 3 clusters Score -4079871 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -4079913.750000 Penalty: 5174.255371
	Iteration 48Q: 3 clusters Score -4079914 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -4079940.500000 Penalty: 5174.255371
	Iteration 49Q: 3 clusters Score -4079940 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -4079970.250000 Penalty: 5174.255371
	Iteration 50Q: 3 clusters Score -4079970 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -4080014.750000 Penalty: 5174.255371
	Iteration 51Q: 3 clusters Score -4080015 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -4080052.250000 Penalty: 5174.255371
	Iteration 52Q: 3 clusters Score -4080052 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -4080079.250000 Penalty: 5174.255371
	Iteration 53Q: 3 clusters Score -4080079 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -4080117.000000 Penalty: 5174.255371
	Iteration 54Q: 3 clusters Score -4080117 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -4080176.000000 Penalty: 5174.255371
	Iteration 55Q: 3 clusters Score -4080176 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -4080218.500000 Penalty: 5174.255371
	Iteration 56Q: 3 clusters Score -4080218 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -4080266.750000 Penalty: 5174.255371
	Iteration 57Q: 3 clusters Score -4080267 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -4080304.750000 Penalty: 5174.255371
	Iteration 58Q: 3 clusters Score -4080305 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -4080354.000000 Penalty: 5174.255371
	Iteration 59Q: 3 clusters Score -4080354 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -4080381.750000 Penalty: 5174.255371
	Iteration 60F: 3 clusters Score -4080382 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -4080412.750000 Penalty: 5174.255371
	Iteration 61Q: 3 clusters Score -4080413 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -4080459.250000 Penalty: 5174.255371
	Iteration 62Q: 3 clusters Score -4080459 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -4080493.750000 Penalty: 5174.255371
	Iteration 63Q: 3 clusters Score -4080494 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -4080528.500000 Penalty: 5174.255371
	Iteration 64Q: 3 clusters Score -4080528 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -4080552.750000 Penalty: 5174.255371
	Iteration 65Q: 3 clusters Score -4080553 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -4080575.750000 Penalty: 5174.255371
	Iteration 66Q: 3 clusters Score -4080576 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -4080625.000000 Penalty: 5174.255371
	Iteration 67Q: 3 clusters Score -4080625 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -4080639.000000 Penalty: 5174.255371
	Iteration 68Q: 3 clusters Score -4080639 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -4080648.000000 Penalty: 5174.255371
	Iteration 69Q: 3 clusters Score -4080648 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -4080655.500000 Penalty: 5174.255371
	Iteration 70Q: 3 clusters Score -4080656 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -4080679.500000 Penalty: 5174.255371
	Iteration 71Q: 3 clusters Score -4080680 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -4080706.000000 Penalty: 5174.255371
	Iteration 72Q: 3 clusters Score -4080706 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4080731 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4080758 nChanged 135
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Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4080782 nChanged 136
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Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4080796 nChanged 109
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Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4080821 nChanged 101
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Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4080834 nChanged 106
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Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4080857 nChanged 92
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Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4080888 nChanged 84
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Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4080898 nChanged 73
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Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4080906 nChanged 70
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Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4080920 nChanged 72
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Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4080936 nChanged 81
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Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4080964 nChanged 69
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Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4080972 nChanged 55
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Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4080966 nChanged 50
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Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4080977 nChanged 53
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Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4080980 nChanged 54
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Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4080983 nChanged 48
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Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4081006 nChanged 44
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Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4081016 nChanged 44
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Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4081044 nChanged 51
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Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4081040 nChanged 45
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Mstep: Class 1 contains 3932 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4081039 nChanged 33
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Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4081038 nChanged 39
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Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4081034 nChanged 39
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Mstep: Class 1 contains 3825 members 
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	Iteration 99Q: 3 clusters Score -4081046 nChanged 37
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Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4081059 nChanged 43
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Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 30180 members 
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	Iteration 101Q: 3 clusters Score -4081065 nChanged 41
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Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4081072 nChanged 43
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Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4081067 nChanged 43
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Mstep: Class 1 contains 3620 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4081085 nChanged 37
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Mstep: Class 1 contains 3583 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4081086 nChanged 25
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Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4081091 nChanged 17
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Mstep: Class 1 contains 3541 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4081093 nChanged 17
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Mstep: Class 1 contains 3524 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4081092 nChanged 19
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Mstep: Class 1 contains 3505 members 
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	Iteration 109Q: 3 clusters Score -4081092 nChanged 19
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Mstep: Class 1 contains 3488 members 
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	Iteration 110Q: 3 clusters Score -4081096 nChanged 15
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Mstep: Class 1 contains 3473 members 
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	Iteration 111Q: 3 clusters Score -4081101 nChanged 17
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Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 30469 members 
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	Iteration 112Q: 3 clusters Score -4081103 nChanged 19
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Mstep: Class 1 contains 3439 members 
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Score: -4081115.250000 Penalty: 5174.255371
	Iteration 113Q: 3 clusters Score -4081115 nChanged 24
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Mstep: Class 1 contains 3415 members 
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	Iteration 114Q: 3 clusters Score -4081111 nChanged 24
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Mstep: Class 1 contains 3391 members 
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	Iteration 115Q: 3 clusters Score -4081120 nChanged 24
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Mstep: Class 1 contains 3367 members 
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	Iteration 116Q: 3 clusters Score -4081127 nChanged 25
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Mstep: Class 1 contains 3342 members 
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	Iteration 117Q: 3 clusters Score -4081128 nChanged 20
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Mstep: Class 1 contains 3322 members 
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Entering Unmasked Estep 
Score: -4081132.250000 Penalty: 5174.255371
	Iteration 118Q: 3 clusters Score -4081132 nChanged 21
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Mstep: Class 1 contains 3303 members 
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Entering Unmasked Estep 
Score: -4081143.000000 Penalty: 5174.255371
	Iteration 119Q: 3 clusters Score -4081143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -4081134.500000 Penalty: 5174.255371
	Iteration 120F: 3 clusters Score -4081134 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4081133 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4081134 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -4081128.250000 Penalty: 5174.255371
	Iteration 123Q: 3 clusters Score -4081128 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 30701 members 
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	Iteration 124Q: 3 clusters Score -4081135 nChanged 10
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Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4081133 nChanged 6
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Mstep: Class 1 contains 3210 members 
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	Iteration 126Q: 3 clusters Score -4081130 nChanged 8
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Mstep: Class 1 contains 3202 members 
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Entering Unmasked Estep 
Score: -4081137.000000 Penalty: 5174.255371
	Iteration 127Q: 3 clusters Score -4081137 nChanged 7
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Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 30732 members 
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	Iteration 128Q: 3 clusters Score -4081133 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3189 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4081136 nChanged 7
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Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4081130 nChanged 8
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Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4081134 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -4081131.000000 Penalty: 5174.255371
	Iteration 132Q: 3 clusters Score -4081131 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -4081138.000000 Penalty: 5174.255371
	Iteration 133Q: 3 clusters Score -4081138 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3162 members 
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	Iteration 134Q: 3 clusters Score -4081136 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3159 members 
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Entering Unmasked Estep 
Score: -4081142.250000 Penalty: 5174.255371
	Iteration 135Q: 3 clusters Score -4081142 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -4081145.000000 Penalty: 5174.255371
	Iteration 136Q: 3 clusters Score -4081145 nChanged 2
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	Iteration 137Q: 3 clusters Score -4081142 nChanged 2
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Mstep: Class 1 contains 3153 members 
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Entering Unmasked Estep 
Score: -4081143.750000 Penalty: 5174.255371
	Iteration 138Q: 3 clusters Score -4081144 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3147 members 
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	Iteration 139Q: 3 clusters Score -4081143 nChanged 4
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Mstep: Class 1 contains 3143 members 
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Entering Unmasked Estep 
Score: -4081142.500000 Penalty: 5174.255371
	Iteration 140F: 3 clusters Score -4081142 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -4081148.250000 Penalty: 5174.255371
	Iteration 141Q: 3 clusters Score -4081148 nChanged 2
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Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 30792 members 
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	Iteration 142Q: 3 clusters Score -4081148 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3134 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4081145 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 30796 members 
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	Iteration 144Q: 3 clusters Score -4081144 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4081148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4081144 nChanged 2
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Mstep: Class 1 contains 3123 members 
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Entering Unmasked Estep 
Score: -4081141.500000 Penalty: 5174.255371
	Iteration 147Q: 3 clusters Score -4081142 nChanged 3
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Mstep: Class 1 contains 3120 members 
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Entering Unmasked Estep 
Score: -4081146.250000 Penalty: 5174.255371
	Iteration 148Q: 3 clusters Score -4081146 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3116 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4081145 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3110 members 
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	Iteration 150Q: 3 clusters Score -4081148 nChanged 5
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Mstep: Class 1 contains 3105 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4081147 nChanged 7
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Mstep: Class 1 contains 3098 members 
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Entering Unmasked Estep 
Score: -4081149.750000 Penalty: 5174.255371
	Iteration 152Q: 3 clusters Score -4081150 nChanged 6
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Mstep: Class 1 contains 3092 members 
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Entering Unmasked Estep 
Score: -4081152.000000 Penalty: 5174.255371
	Iteration 153Q: 3 clusters Score -4081152 nChanged 8
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Mstep: Class 1 contains 3084 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4081153 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3076 members 
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Entering Unmasked Estep 
Score: -4081150.500000 Penalty: 5174.255371
	Iteration 155Q: 3 clusters Score -4081150 nChanged 7
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Mstep: Class 1 contains 3069 members 
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Entering Unmasked Estep 
Score: -4081154.000000 Penalty: 5174.255371
	Iteration 156Q: 3 clusters Score -4081154 nChanged 7
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Mstep: Class 1 contains 3064 members 
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Entering Unmasked Estep 
Score: -4081157.250000 Penalty: 5174.255371
	Iteration 157Q: 3 clusters Score -4081157 nChanged 4
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Mstep: Class 1 contains 3060 members 
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	Iteration 158Q: 3 clusters Score -4081157 nChanged 3
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Mstep: Class 1 contains 3057 members 
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Score: -4081161.750000 Penalty: 5174.255371
	Iteration 159Q: 3 clusters Score -4081162 nChanged 2
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Mstep: Class 1 contains 3055 members 
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Entering Unmasked Estep 
Score: -4081153.250000 Penalty: 5174.255371
	Iteration 160F: 3 clusters Score -4081153 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4081151.500000 Penalty: 5174.255371
	Iteration 161Q: 3 clusters Score -4081152 nChanged 4
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Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -4081154.250000 Penalty: 5174.255371
	Iteration 162Q: 3 clusters Score -4081154 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -4081159.250000 Penalty: 5174.255371
	Iteration 163Q: 3 clusters Score -4081159 nChanged 3
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Mstep: Class 1 contains 3039 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4081158 nChanged 3
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Mstep: Class 1 contains 3036 members 
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Entering Unmasked Estep 
Score: -4081161.500000 Penalty: 5174.255371
	Iteration 165Q: 3 clusters Score -4081162 nChanged 3
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Entering Unmasked Estep 
Score: -4081161.250000 Penalty: 5174.255371
	Iteration 166Q: 3 clusters Score -4081161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -4081163.250000 Penalty: 5174.255371
	Iteration 167Q: 3 clusters Score -4081163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -4081155.250000 Penalty: 5174.255371
	Iteration 168Q: 3 clusters Score -4081155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -4081157.500000 Penalty: 5174.255371
	Iteration 169Q: 3 clusters Score -4081158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -4081152.250000 Penalty: 5174.255371
	Iteration 170Q: 3 clusters Score -4081152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -4081155.000000 Penalty: 5174.255371
	Iteration 171Q: 3 clusters Score -4081155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -4081153.500000 Penalty: 5174.255371
	Iteration 172Q: 3 clusters Score -4081154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -4081153.250000 Penalty: 5174.255371
	Iteration 173Q: 3 clusters Score -4081153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -4081152.000000 Penalty: 5174.255371
	Iteration 174Q: 3 clusters Score -4081152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -4081154.250000 Penalty: 5174.255371
	Iteration 175Q: 3 clusters Score -4081154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4081151.500000 Penalty: 5174.255371
	Iteration 176Q: 3 clusters Score -4081152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4081154.000000 Penalty: 5174.255371
	Iteration 177Q: 3 clusters Score -4081154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4081154.000000 Penalty: 5174.255371
	Iteration 178F: 3 clusters Score -4081154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Entering Unmasked Estep 
Score: -107362.140625 Penalty: 1700.141357
	Iteration 0F: 2 clusters Score -107362.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -105503.156250 Penalty: 3400.282715
	Iteration 0F: 3 clusters Score -105503.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -105823.257812 Penalty: 3400.282715
	Iteration 1F: 3 clusters Score -105823.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -105997.554688 Penalty: 3400.282715
	Iteration 2F: 3 clusters Score -105997.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -106109.093750 Penalty: 3400.282715
	Iteration 3Q: 3 clusters Score -106109.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -106166.750000 Penalty: 3400.282715
	Iteration 4Q: 3 clusters Score -106166.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -106227.195312 Penalty: 3400.282715
	Iteration 5Q: 3 clusters Score -106227.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -106280.703125 Penalty: 3400.282715
	Iteration 6Q: 3 clusters Score -106280.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -106329.117188 Penalty: 3400.282715
	Iteration 7Q: 3 clusters Score -106329.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -106359.195312 Penalty: 3400.282715
	Iteration 8Q: 3 clusters Score -106359.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -106380.632812 Penalty: 3400.282715
	Iteration 9Q: 3 clusters Score -106380.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -106406.710938 Penalty: 3400.282715
	Iteration 10Q: 3 clusters Score -106406.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -106446.039062 Penalty: 3400.282715
	Iteration 11Q: 3 clusters Score -106446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -106484.468750 Penalty: 3400.282715
	Iteration 12Q: 3 clusters Score -106484.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -106507.476562 Penalty: 3400.282715
	Iteration 13Q: 3 clusters Score -106507.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -106528.984375 Penalty: 3400.282715
	Iteration 14Q: 3 clusters Score -106529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -106553.125000 Penalty: 3400.282715
	Iteration 15Q: 3 clusters Score -106553.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -106578.992188 Penalty: 3400.282715
	Iteration 16Q: 3 clusters Score -106579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -106590.468750 Penalty: 3400.282715
	Iteration 17Q: 3 clusters Score -106590.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -106595.585938 Penalty: 3400.282715
	Iteration 18Q: 3 clusters Score -106595.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -106603.898438 Penalty: 3400.282715
	Iteration 19Q: 3 clusters Score -106603.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -106614.554688 Penalty: 3400.282715
	Iteration 20F: 3 clusters Score -106614.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -106617.203125 Penalty: 3400.282715
	Iteration 21Q: 3 clusters Score -106617.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -106622.546875 Penalty: 3400.282715
	Iteration 22Q: 3 clusters Score -106622.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -106630.734375 Penalty: 3400.282715
	Iteration 23Q: 3 clusters Score -106630.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -106649.789062 Penalty: 3400.282715
	Iteration 24Q: 3 clusters Score -106649.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -106666.359375 Penalty: 3400.282715
	Iteration 25Q: 3 clusters Score -106666.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -106677.195312 Penalty: 3400.282715
	Iteration 26Q: 3 clusters Score -106677.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -106686.906250 Penalty: 3400.282715
	Iteration 27Q: 3 clusters Score -106686.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -106705.476562 Penalty: 3400.282715
	Iteration 28Q: 3 clusters Score -106705.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -106720.343750 Penalty: 3400.282715
	Iteration 29Q: 3 clusters Score -106720.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -106732.351562 Penalty: 3400.282715
	Iteration 30Q: 3 clusters Score -106732.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -106743.914062 Penalty: 3400.282715
	Iteration 31Q: 3 clusters Score -106743.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -106752.453125 Penalty: 3400.282715
	Iteration 32Q: 3 clusters Score -106752.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -106761.007812 Penalty: 3400.282715
	Iteration 33Q: 3 clusters Score -106761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -106763.921875 Penalty: 3400.282715
	Iteration 34Q: 3 clusters Score -106763.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -106767.179688 Penalty: 3400.282715
	Iteration 35Q: 3 clusters Score -106767.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -106768.390625 Penalty: 3400.282715
	Iteration 36Q: 3 clusters Score -106768.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -106768.390625 Penalty: 3400.282715
	Iteration 37F: 3 clusters Score -106768.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Entering Unmasked Estep 
Score: -1189171.500000 Penalty: 2281.721924
	Iteration 0F: 2 clusters Score -1189172 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 5020 members 
Entering Unmasked Estep 
Score: -1181531.875000 Penalty: 4563.443848
	Iteration 0F: 3 clusters Score -1181532 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1183679.750000 Penalty: 4563.443848
	Iteration 1F: 3 clusters Score -1183680 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1183984.375000 Penalty: 4563.443848
	Iteration 2F: 3 clusters Score -1183984 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1184183.625000 Penalty: 4563.443848
	Iteration 3Q: 3 clusters Score -1184184 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1184379.375000 Penalty: 4563.443848
	Iteration 4Q: 3 clusters Score -1184379 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1184613.125000 Penalty: 4563.443848
	Iteration 5Q: 3 clusters Score -1184613 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1184887.750000 Penalty: 4563.443848
	Iteration 6Q: 3 clusters Score -1184888 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1185181.875000 Penalty: 4563.443848
	Iteration 7Q: 3 clusters Score -1185182 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1185533.375000 Penalty: 4563.443848
	Iteration 8F: 3 clusters Score -1185533 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1185952.000000 Penalty: 4563.443848
	Iteration 9F: 3 clusters Score -1185952 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1186381.125000 Penalty: 4563.443848
	Iteration 10Q: 3 clusters Score -1186381 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1186765.250000 Penalty: 4563.443848
	Iteration 11Q: 3 clusters Score -1186765 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1187084.375000 Penalty: 4563.443848
	Iteration 12Q: 3 clusters Score -1187084 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1187279.375000 Penalty: 4563.443848
	Iteration 13Q: 3 clusters Score -1187279 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1187406.375000 Penalty: 4563.443848
	Iteration 14Q: 3 clusters Score -1187406 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1187480.875000 Penalty: 4563.443848
	Iteration 15Q: 3 clusters Score -1187481 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1187515.000000 Penalty: 4563.443848
	Iteration 16Q: 3 clusters Score -1187515 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1187541.875000 Penalty: 4563.443848
	Iteration 17Q: 3 clusters Score -1187542 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1187563.000000 Penalty: 4563.443848
	Iteration 18Q: 3 clusters Score -1187563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1187575.750000 Penalty: 4563.443848
	Iteration 19Q: 3 clusters Score -1187576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1187587.500000 Penalty: 4563.443848
	Iteration 20F: 3 clusters Score -1187588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1187591.125000 Penalty: 4563.443848
	Iteration 21Q: 3 clusters Score -1187591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1187591.500000 Penalty: 4563.443848
	Iteration 22Q: 3 clusters Score -1187592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1187594.000000 Penalty: 4563.443848
	Iteration 23Q: 3 clusters Score -1187594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1187598.750000 Penalty: 4563.443848
	Iteration 24Q: 3 clusters Score -1187599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1187603.625000 Penalty: 4563.443848
	Iteration 25Q: 3 clusters Score -1187604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1187606.125000 Penalty: 4563.443848
	Iteration 26Q: 3 clusters Score -1187606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1187606.500000 Penalty: 4563.443848
	Iteration 27Q: 3 clusters Score -1187606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1187612.375000 Penalty: 4563.443848
	Iteration 28Q: 3 clusters Score -1187612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1187614.125000 Penalty: 4563.443848
	Iteration 29Q: 3 clusters Score -1187614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1187613.000000 Penalty: 4563.443848
	Iteration 30Q: 3 clusters Score -1187613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1187614.625000 Penalty: 4563.443848
	Iteration 31Q: 3 clusters Score -1187615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1187617.625000 Penalty: 4563.443848
	Iteration 32Q: 3 clusters Score -1187618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1187615.500000 Penalty: 4563.443848
	Iteration 33Q: 3 clusters Score -1187616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1187616.500000 Penalty: 4563.443848
	Iteration 34Q: 3 clusters Score -1187616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1187615.875000 Penalty: 4563.443848
	Iteration 35Q: 3 clusters Score -1187616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1187616.125000 Penalty: 4563.443848
	Iteration 36Q: 3 clusters Score -1187616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1187617.250000 Penalty: 4563.443848
	Iteration 37Q: 3 clusters Score -1187617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1187622.250000 Penalty: 4563.443848
	Iteration 38Q: 3 clusters Score -1187622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1187622.250000 Penalty: 4563.443848
	Iteration 39F: 3 clusters Score -1187622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (158388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158388 members 
Entering Unmasked Estep 
Score: -18933656.000000 Penalty: 2969.255127
	Iteration 0F: 2 clusters Score -1.893366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79330 members 
Mstep: Class 2 contains 79058 members 
Entering Unmasked Estep 
Score: -18828716.000000 Penalty: 5938.510254
	Iteration 0F: 3 clusters Score -1.882872e+07 nChanged 75859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81735 members 
Mstep: Class 2 contains 76653 members 
Entering Unmasked Estep 
Score: -18872098.000000 Penalty: 5938.510254
	Iteration 1F: 3 clusters Score -1.88721e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83196 members 
Mstep: Class 2 contains 75192 members 
Entering Unmasked Estep 
Score: -18873104.000000 Penalty: 5938.510254
	Iteration 2Q: 3 clusters Score -1.88731e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85500 members 
Mstep: Class 2 contains 72888 members 
Entering Unmasked Estep 
Score: -18874440.000000 Penalty: 5938.510254
	Iteration 3Q: 3 clusters Score -1.887444e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89149 members 
Mstep: Class 2 contains 69239 members 
Entering Unmasked Estep 
Score: -18876782.000000 Penalty: 5938.510254
	Iteration 4Q: 3 clusters Score -1.887678e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94654 members 
Mstep: Class 2 contains 63734 members 
Entering Unmasked Estep 
Score: -18880822.000000 Penalty: 5938.510254
	Iteration 5F: 3 clusters Score -1.888082e+07 nChanged 10951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103013 members 
Mstep: Class 2 contains 55375 members 
Entering Unmasked Estep 
Score: -18887904.000000 Penalty: 5938.510254
	Iteration 6F: 3 clusters Score -1.88879e+07 nChanged 13151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114116 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -18898644.000000 Penalty: 5938.510254
	Iteration 7F: 3 clusters Score -1.889864e+07 nChanged 13215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125937 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -18911148.000000 Penalty: 5938.510254
	Iteration 8F: 3 clusters Score -1.891115e+07 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134558 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -18921482.000000 Penalty: 5938.510254
	Iteration 9F: 3 clusters Score -1.892148e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138707 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -18926856.000000 Penalty: 5938.510254
	Iteration 10Q: 3 clusters Score -1.892686e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140777 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -18928756.000000 Penalty: 5938.510254
	Iteration 11Q: 3 clusters Score -1.892876e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142296 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -18929582.000000 Penalty: 5938.510254
	Iteration 12Q: 3 clusters Score -1.892958e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143502 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -18930090.000000 Penalty: 5938.510254
	Iteration 13Q: 3 clusters Score -1.893009e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144503 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -18930432.000000 Penalty: 5938.510254
	Iteration 14Q: 3 clusters Score -1.893043e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145416 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -18930566.000000 Penalty: 5938.510254
	Iteration 15Q: 3 clusters Score -1.893057e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146253 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -18930758.000000 Penalty: 5938.510254
	Iteration 16Q: 3 clusters Score -1.893076e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146986 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -18930880.000000 Penalty: 5938.510254
	Iteration 17Q: 3 clusters Score -1.893088e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147638 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -18930970.000000 Penalty: 5938.510254
	Iteration 18Q: 3 clusters Score -1.893097e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148251 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -18931056.000000 Penalty: 5938.510254
	Iteration 19Q: 3 clusters Score -1.893106e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148828 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -18931114.000000 Penalty: 5938.510254
	Iteration 20F: 3 clusters Score -1.893111e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149339 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -18931176.000000 Penalty: 5938.510254
	Iteration 21Q: 3 clusters Score -1.893118e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149792 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -18931274.000000 Penalty: 5938.510254
	Iteration 22Q: 3 clusters Score -1.893127e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150231 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -18931354.000000 Penalty: 5938.510254
	Iteration 23Q: 3 clusters Score -1.893135e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150630 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -18931422.000000 Penalty: 5938.510254
	Iteration 24Q: 3 clusters Score -1.893142e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151011 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -18931414.000000 Penalty: 5938.510254
	Iteration 25Q: 3 clusters Score -1.893141e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151360 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -18931408.000000 Penalty: 5938.510254
	Iteration 26Q: 3 clusters Score -1.893141e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151703 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -18931476.000000 Penalty: 5938.510254
	Iteration 27Q: 3 clusters Score -1.893148e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152011 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -18931512.000000 Penalty: 5938.510254
	Iteration 28Q: 3 clusters Score -1.893151e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152284 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -18931498.000000 Penalty: 5938.510254
	Iteration 29Q: 3 clusters Score -1.89315e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152539 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -18931532.000000 Penalty: 5938.510254
	Iteration 30Q: 3 clusters Score -1.893153e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152782 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -18931580.000000 Penalty: 5938.510254
	Iteration 31Q: 3 clusters Score -1.893158e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153012 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -18931604.000000 Penalty: 5938.510254
	Iteration 32Q: 3 clusters Score -1.89316e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153219 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -18931662.000000 Penalty: 5938.510254
	Iteration 33Q: 3 clusters Score -1.893166e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153395 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -18931678.000000 Penalty: 5938.510254
	Iteration 34Q: 3 clusters Score -1.893168e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153562 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -18931652.000000 Penalty: 5938.510254
	Iteration 35Q: 3 clusters Score -1.893165e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153707 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -18931652.000000 Penalty: 5938.510254
	Iteration 36Q: 3 clusters Score -1.893165e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153841 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -18931642.000000 Penalty: 5938.510254
	Iteration 37Q: 3 clusters Score -1.893164e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153957 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -18931666.000000 Penalty: 5938.510254
	Iteration 38Q: 3 clusters Score -1.893167e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154069 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -18931658.000000 Penalty: 5938.510254
	Iteration 39Q: 3 clusters Score -1.893166e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154181 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -18931646.000000 Penalty: 5938.510254
	Iteration 40F: 3 clusters Score -1.893165e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154293 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -18931660.000000 Penalty: 5938.510254
	Iteration 41Q: 3 clusters Score -1.893166e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154396 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -18931682.000000 Penalty: 5938.510254
	Iteration 42Q: 3 clusters Score -1.893168e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154484 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -18931684.000000 Penalty: 5938.510254
	Iteration 43Q: 3 clusters Score -1.893168e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154560 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -18931696.000000 Penalty: 5938.510254
	Iteration 44Q: 3 clusters Score -1.89317e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154642 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -18931714.000000 Penalty: 5938.510254
	Iteration 45Q: 3 clusters Score -1.893171e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154716 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -18931718.000000 Penalty: 5938.510254
	Iteration 46Q: 3 clusters Score -1.893172e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154774 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -18931688.000000 Penalty: 5938.510254
	Iteration 47Q: 3 clusters Score -1.893169e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154830 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -18931718.000000 Penalty: 5938.510254
	Iteration 48Q: 3 clusters Score -1.893172e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154878 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -18931724.000000 Penalty: 5938.510254
	Iteration 49Q: 3 clusters Score -1.893172e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154923 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -18931714.000000 Penalty: 5938.510254
	Iteration 50Q: 3 clusters Score -1.893171e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154964 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -18931716.000000 Penalty: 5938.510254
	Iteration 51Q: 3 clusters Score -1.893172e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155004 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -18931756.000000 Penalty: 5938.510254
	Iteration 52Q: 3 clusters Score -1.893176e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155037 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -18931758.000000 Penalty: 5938.510254
	Iteration 53Q: 3 clusters Score -1.893176e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155065 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -18931750.000000 Penalty: 5938.510254
	Iteration 54Q: 3 clusters Score -1.893175e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155096 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -18931760.000000 Penalty: 5938.510254
	Iteration 55Q: 3 clusters Score -1.893176e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155124 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -18931770.000000 Penalty: 5938.510254
	Iteration 56Q: 3 clusters Score -1.893177e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155151 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -18931764.000000 Penalty: 5938.510254
	Iteration 57Q: 3 clusters Score -1.893176e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155178 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -18931764.000000 Penalty: 5938.510254
	Iteration 58Q: 3 clusters Score -1.893176e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155196 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -18931772.000000 Penalty: 5938.510254
	Iteration 59Q: 3 clusters Score -1.893177e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155216 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -18931764.000000 Penalty: 5938.510254
	Iteration 60F: 3 clusters Score -1.893176e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155229 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -18931766.000000 Penalty: 5938.510254
	Iteration 61Q: 3 clusters Score -1.893177e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155240 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -18931756.000000 Penalty: 5938.510254
	Iteration 62Q: 3 clusters Score -1.893176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155251 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -18931752.000000 Penalty: 5938.510254
	Iteration 63Q: 3 clusters Score -1.893175e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155264 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -18931748.000000 Penalty: 5938.510254
	Iteration 64Q: 3 clusters Score -1.893175e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155276 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -18931734.000000 Penalty: 5938.510254
	Iteration 65Q: 3 clusters Score -1.893173e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155290 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -18931750.000000 Penalty: 5938.510254
	Iteration 66Q: 3 clusters Score -1.893175e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155306 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -18931748.000000 Penalty: 5938.510254
	Iteration 67Q: 3 clusters Score -1.893175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155315 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -18931736.000000 Penalty: 5938.510254
	Iteration 68Q: 3 clusters Score -1.893174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155321 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -18931752.000000 Penalty: 5938.510254
	Iteration 69Q: 3 clusters Score -1.893175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155330 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -18931740.000000 Penalty: 5938.510254
	Iteration 70Q: 3 clusters Score -1.893174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155337 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -18931770.000000 Penalty: 5938.510254
	Iteration 71Q: 3 clusters Score -1.893177e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155347 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -18931762.000000 Penalty: 5938.510254
	Iteration 72Q: 3 clusters Score -1.893176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155357 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -18931760.000000 Penalty: 5938.510254
	Iteration 73Q: 3 clusters Score -1.893176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155363 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -18931772.000000 Penalty: 5938.510254
	Iteration 74Q: 3 clusters Score -1.893177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155369 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -18931770.000000 Penalty: 5938.510254
	Iteration 75Q: 3 clusters Score -1.893177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155376 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -18931758.000000 Penalty: 5938.510254
	Iteration 76Q: 3 clusters Score -1.893176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155380 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -18931756.000000 Penalty: 5938.510254
	Iteration 77Q: 3 clusters Score -1.893176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155383 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -18931752.000000 Penalty: 5938.510254
	Iteration 78Q: 3 clusters Score -1.893175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155387 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -18931768.000000 Penalty: 5938.510254
	Iteration 79Q: 3 clusters Score -1.893177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155388 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -18931766.000000 Penalty: 5938.510254
	Iteration 80F: 3 clusters Score -1.893177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155392 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -18931778.000000 Penalty: 5938.510254
	Iteration 81Q: 3 clusters Score -1.893178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155397 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -18931766.000000 Penalty: 5938.510254
	Iteration 82Q: 3 clusters Score -1.893177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155410 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -18931764.000000 Penalty: 5938.510254
	Iteration 83Q: 3 clusters Score -1.893176e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155426 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -18931760.000000 Penalty: 5938.510254
	Iteration 84Q: 3 clusters Score -1.893176e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155439 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -18931754.000000 Penalty: 5938.510254
	Iteration 85Q: 3 clusters Score -1.893175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155450 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -18931768.000000 Penalty: 5938.510254
	Iteration 86Q: 3 clusters Score -1.893177e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155461 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -18931766.000000 Penalty: 5938.510254
	Iteration 87Q: 3 clusters Score -1.893177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155468 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -18931768.000000 Penalty: 5938.510254
	Iteration 88Q: 3 clusters Score -1.893177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155474 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -18931762.000000 Penalty: 5938.510254
	Iteration 89Q: 3 clusters Score -1.893176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155482 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -18931760.000000 Penalty: 5938.510254
	Iteration 90Q: 3 clusters Score -1.893176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155489 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -18931750.000000 Penalty: 5938.510254
	Iteration 91Q: 3 clusters Score -1.893175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155491 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -18931762.000000 Penalty: 5938.510254
	Iteration 92Q: 3 clusters Score -1.893176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155500 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -18931762.000000 Penalty: 5938.510254
	Iteration 93Q: 3 clusters Score -1.893176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155512 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -18931762.000000 Penalty: 5938.510254
	Iteration 94Q: 3 clusters Score -1.893176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155517 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -18931766.000000 Penalty: 5938.510254
	Iteration 95Q: 3 clusters Score -1.893177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155523 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -18931764.000000 Penalty: 5938.510254
	Iteration 96Q: 3 clusters Score -1.893176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155532 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -18931762.000000 Penalty: 5938.510254
	Iteration 97Q: 3 clusters Score -1.893176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155537 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -18931758.000000 Penalty: 5938.510254
	Iteration 98Q: 3 clusters Score -1.893176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155540 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -18931762.000000 Penalty: 5938.510254
	Iteration 99Q: 3 clusters Score -1.893176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155542 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -18931768.000000 Penalty: 5938.510254
	Iteration 100F: 3 clusters Score -1.893177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155545 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -18931760.000000 Penalty: 5938.510254
	Iteration 101Q: 3 clusters Score -1.893176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155547 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -18931772.000000 Penalty: 5938.510254
	Iteration 102Q: 3 clusters Score -1.893177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155550 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -18931780.000000 Penalty: 5938.510254
	Iteration 103Q: 3 clusters Score -1.893178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155556 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -18931786.000000 Penalty: 5938.510254
	Iteration 104Q: 3 clusters Score -1.893179e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155566 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -18931774.000000 Penalty: 5938.510254
	Iteration 105Q: 3 clusters Score -1.893177e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155575 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -18931780.000000 Penalty: 5938.510254
	Iteration 106Q: 3 clusters Score -1.893178e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155588 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -18931790.000000 Penalty: 5938.510254
	Iteration 107Q: 3 clusters Score -1.893179e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155598 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -18931788.000000 Penalty: 5938.510254
	Iteration 108Q: 3 clusters Score -1.893179e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155618 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -18931772.000000 Penalty: 5938.510254
	Iteration 109Q: 3 clusters Score -1.893177e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155634 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -18931788.000000 Penalty: 5938.510254
	Iteration 110Q: 3 clusters Score -1.893179e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155647 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -18931792.000000 Penalty: 5938.510254
	Iteration 111Q: 3 clusters Score -1.893179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155658 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -18931784.000000 Penalty: 5938.510254
	Iteration 112Q: 3 clusters Score -1.893178e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155673 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -18931800.000000 Penalty: 5938.510254
	Iteration 113Q: 3 clusters Score -1.89318e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155691 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -18931784.000000 Penalty: 5938.510254
	Iteration 114Q: 3 clusters Score -1.893178e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155701 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -18931810.000000 Penalty: 5938.510254
	Iteration 115Q: 3 clusters Score -1.893181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155704 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -18931804.000000 Penalty: 5938.510254
	Iteration 116Q: 3 clusters Score -1.89318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155707 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -18931796.000000 Penalty: 5938.510254
	Iteration 117Q: 3 clusters Score -1.89318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155709 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -18931808.000000 Penalty: 5938.510254
	Iteration 118Q: 3 clusters Score -1.893181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155711 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -18931806.000000 Penalty: 5938.510254
	Iteration 119Q: 3 clusters Score -1.893181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155714 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -18931812.000000 Penalty: 5938.510254
	Iteration 120F: 3 clusters Score -1.893181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155718 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -18931806.000000 Penalty: 5938.510254
	Iteration 121Q: 3 clusters Score -1.893181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155722 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -18931802.000000 Penalty: 5938.510254
	Iteration 122Q: 3 clusters Score -1.89318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155730 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -18931802.000000 Penalty: 5938.510254
	Iteration 123Q: 3 clusters Score -1.89318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155739 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -18931818.000000 Penalty: 5938.510254
	Iteration 124Q: 3 clusters Score -1.893182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155750 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -18931812.000000 Penalty: 5938.510254
	Iteration 125Q: 3 clusters Score -1.893181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155759 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -18931822.000000 Penalty: 5938.510254
	Iteration 126Q: 3 clusters Score -1.893182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155768 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -18931832.000000 Penalty: 5938.510254
	Iteration 127Q: 3 clusters Score -1.893183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155776 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -18931814.000000 Penalty: 5938.510254
	Iteration 128Q: 3 clusters Score -1.893181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155785 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -18931830.000000 Penalty: 5938.510254
	Iteration 129Q: 3 clusters Score -1.893183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155797 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -18931820.000000 Penalty: 5938.510254
	Iteration 130Q: 3 clusters Score -1.893182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155806 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -18931818.000000 Penalty: 5938.510254
	Iteration 131Q: 3 clusters Score -1.893182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155816 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -18931818.000000 Penalty: 5938.510254
	Iteration 132Q: 3 clusters Score -1.893182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155822 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -18931808.000000 Penalty: 5938.510254
	Iteration 133Q: 3 clusters Score -1.893181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155831 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -18931808.000000 Penalty: 5938.510254
	Iteration 134Q: 3 clusters Score -1.893181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155838 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -18931810.000000 Penalty: 5938.510254
	Iteration 135Q: 3 clusters Score -1.893181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155846 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -18931794.000000 Penalty: 5938.510254
	Iteration 136Q: 3 clusters Score -1.893179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155855 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -18931792.000000 Penalty: 5938.510254
	Iteration 137Q: 3 clusters Score -1.893179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155863 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -18931804.000000 Penalty: 5938.510254
	Iteration 138Q: 3 clusters Score -1.89318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155862 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -18931804.000000 Penalty: 5938.510254
	Iteration 139Q: 3 clusters Score -1.89318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155865 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -18931808.000000 Penalty: 5938.510254
	Iteration 140F: 3 clusters Score -1.893181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155866 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -18931796.000000 Penalty: 5938.510254
	Iteration 141Q: 3 clusters Score -1.89318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155869 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -18931810.000000 Penalty: 5938.510254
	Iteration 142Q: 3 clusters Score -1.893181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155871 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -18931798.000000 Penalty: 5938.510254
	Iteration 143Q: 3 clusters Score -1.89318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155872 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -18931790.000000 Penalty: 5938.510254
	Iteration 144Q: 3 clusters Score -1.893179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155872 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -18931790.000000 Penalty: 5938.510254
	Iteration 145F: 3 clusters Score -1.893179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (199705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199705 members 
Entering Unmasked Estep 
Score: -23775724.000000 Penalty: 3026.739990
	Iteration 0F: 2 clusters Score -2.377572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100352 members 
Mstep: Class 2 contains 99353 members 
Entering Unmasked Estep 
Score: -23646288.000000 Penalty: 6053.479980
	Iteration 0F: 3 clusters Score -2.364629e+07 nChanged 96270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107624 members 
Mstep: Class 2 contains 92081 members 
Entering Unmasked Estep 
Score: -23701978.000000 Penalty: 6053.479980
	Iteration 1F: 3 clusters Score -2.370198e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112061 members 
Mstep: Class 2 contains 87644 members 
Entering Unmasked Estep 
Score: -23703666.000000 Penalty: 6053.479980
	Iteration 2Q: 3 clusters Score -2.370367e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118549 members 
Mstep: Class 2 contains 81156 members 
Entering Unmasked Estep 
Score: -23706446.000000 Penalty: 6053.479980
	Iteration 3Q: 3 clusters Score -2.370645e+07 nChanged 11485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127394 members 
Mstep: Class 2 contains 72311 members 
Entering Unmasked Estep 
Score: -23711946.000000 Penalty: 6053.479980
	Iteration 4F: 3 clusters Score -2.371195e+07 nChanged 14588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138528 members 
Mstep: Class 2 contains 61177 members 
Entering Unmasked Estep 
Score: -23721618.000000 Penalty: 6053.479980
	Iteration 5F: 3 clusters Score -2.372162e+07 nChanged 15718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149386 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -23733832.000000 Penalty: 6053.479980
	Iteration 6F: 3 clusters Score -2.373383e+07 nChanged 13650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156478 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -23745998.000000 Penalty: 6053.479980
	Iteration 7F: 3 clusters Score -2.3746e+07 nChanged 10703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158973 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -23753726.000000 Penalty: 6053.479980
	Iteration 8F: 3 clusters Score -2.375373e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159107 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -23756470.000000 Penalty: 6053.479980
	Iteration 9Q: 3 clusters Score -2.375647e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158773 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -23757802.000000 Penalty: 6053.479980
	Iteration 10Q: 3 clusters Score -2.37578e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158488 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -23758670.000000 Penalty: 6053.479980
	Iteration 11Q: 3 clusters Score -2.375867e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158182 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -23759362.000000 Penalty: 6053.479980
	Iteration 12Q: 3 clusters Score -2.375936e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157846 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -23760202.000000 Penalty: 6053.479980
	Iteration 13Q: 3 clusters Score -2.37602e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157383 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -23761044.000000 Penalty: 6053.479980
	Iteration 14Q: 3 clusters Score -2.376104e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156782 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -23761556.000000 Penalty: 6053.479980
	Iteration 15Q: 3 clusters Score -2.376156e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156051 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -23762158.000000 Penalty: 6053.479980
	Iteration 16Q: 3 clusters Score -2.376216e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155253 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -23762652.000000 Penalty: 6053.479980
	Iteration 17Q: 3 clusters Score -2.376265e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154365 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -23763026.000000 Penalty: 6053.479980
	Iteration 18Q: 3 clusters Score -2.376303e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153431 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -23763160.000000 Penalty: 6053.479980
	Iteration 19Q: 3 clusters Score -2.376316e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152476 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -23763240.000000 Penalty: 6053.479980
	Iteration 20F: 3 clusters Score -2.376324e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151462 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -23763464.000000 Penalty: 6053.479980
	Iteration 21Q: 3 clusters Score -2.376346e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150279 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
Score: -23763654.000000 Penalty: 6053.479980
	Iteration 22Q: 3 clusters Score -2.376365e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149001 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -23763650.000000 Penalty: 6053.479980
	Iteration 23Q: 3 clusters Score -2.376365e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147650 members 
Mstep: Class 2 contains 52055 members 
Entering Unmasked Estep 
Score: -23763770.000000 Penalty: 6053.479980
	Iteration 24Q: 3 clusters Score -2.376377e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146245 members 
Mstep: Class 2 contains 53460 members 
Entering Unmasked Estep 
Score: -23763662.000000 Penalty: 6053.479980
	Iteration 25Q: 3 clusters Score -2.376366e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144740 members 
Mstep: Class 2 contains 54965 members 
Entering Unmasked Estep 
Score: -23763574.000000 Penalty: 6053.479980
	Iteration 26Q: 3 clusters Score -2.376357e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143119 members 
Mstep: Class 2 contains 56586 members 
Entering Unmasked Estep 
Score: -23763706.000000 Penalty: 6053.479980
	Iteration 27Q: 3 clusters Score -2.376371e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141605 members 
Mstep: Class 2 contains 58100 members 
Entering Unmasked Estep 
Score: -23763652.000000 Penalty: 6053.479980
	Iteration 28Q: 3 clusters Score -2.376365e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140109 members 
Mstep: Class 2 contains 59596 members 
Entering Unmasked Estep 
Score: -23763702.000000 Penalty: 6053.479980
	Iteration 29Q: 3 clusters Score -2.37637e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138533 members 
Mstep: Class 2 contains 61172 members 
Entering Unmasked Estep 
Score: -23763760.000000 Penalty: 6053.479980
	Iteration 30Q: 3 clusters Score -2.376376e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136940 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -23763754.000000 Penalty: 6053.479980
	Iteration 31Q: 3 clusters Score -2.376375e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135360 members 
Mstep: Class 2 contains 64345 members 
Entering Unmasked Estep 
Score: -23763804.000000 Penalty: 6053.479980
	Iteration 32Q: 3 clusters Score -2.37638e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133851 members 
Mstep: Class 2 contains 65854 members 
Entering Unmasked Estep 
Score: -23763836.000000 Penalty: 6053.479980
	Iteration 33Q: 3 clusters Score -2.376384e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132347 members 
Mstep: Class 2 contains 67358 members 
Entering Unmasked Estep 
Score: -23763660.000000 Penalty: 6053.479980
	Iteration 34Q: 3 clusters Score -2.376366e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130797 members 
Mstep: Class 2 contains 68908 members 
Entering Unmasked Estep 
Score: -23763710.000000 Penalty: 6053.479980
	Iteration 35Q: 3 clusters Score -2.376371e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129211 members 
Mstep: Class 2 contains 70494 members 
Entering Unmasked Estep 
Score: -23763806.000000 Penalty: 6053.479980
	Iteration 36Q: 3 clusters Score -2.376381e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127569 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -23763708.000000 Penalty: 6053.479980
	Iteration 37Q: 3 clusters Score -2.376371e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125822 members 
Mstep: Class 2 contains 73883 members 
Entering Unmasked Estep 
Score: -23763592.000000 Penalty: 6053.479980
	Iteration 38Q: 3 clusters Score -2.376359e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124000 members 
Mstep: Class 2 contains 75705 members 
Entering Unmasked Estep 
Score: -23763528.000000 Penalty: 6053.479980
	Iteration 39Q: 3 clusters Score -2.376353e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122263 members 
Mstep: Class 2 contains 77442 members 
Entering Unmasked Estep 
Score: -23763388.000000 Penalty: 6053.479980
	Iteration 40F: 3 clusters Score -2.376339e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120510 members 
Mstep: Class 2 contains 79195 members 
Entering Unmasked Estep 
Score: -23763364.000000 Penalty: 6053.479980
	Iteration 41Q: 3 clusters Score -2.376336e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118834 members 
Mstep: Class 2 contains 80871 members 
Entering Unmasked Estep 
Score: -23763516.000000 Penalty: 6053.479980
	Iteration 42Q: 3 clusters Score -2.376352e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117191 members 
Mstep: Class 2 contains 82514 members 
Entering Unmasked Estep 
Score: -23763460.000000 Penalty: 6053.479980
	Iteration 43Q: 3 clusters Score -2.376346e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115624 members 
Mstep: Class 2 contains 84081 members 
Entering Unmasked Estep 
Score: -23763594.000000 Penalty: 6053.479980
	Iteration 44Q: 3 clusters Score -2.376359e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114144 members 
Mstep: Class 2 contains 85561 members 
Entering Unmasked Estep 
Score: -23763502.000000 Penalty: 6053.479980
	Iteration 45Q: 3 clusters Score -2.37635e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112725 members 
Mstep: Class 2 contains 86980 members 
Entering Unmasked Estep 
Score: -23763410.000000 Penalty: 6053.479980
	Iteration 46Q: 3 clusters Score -2.376341e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111388 members 
Mstep: Class 2 contains 88317 members 
Entering Unmasked Estep 
Score: -23763438.000000 Penalty: 6053.479980
	Iteration 47Q: 3 clusters Score -2.376344e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110160 members 
Mstep: Class 2 contains 89545 members 
Entering Unmasked Estep 
Score: -23763492.000000 Penalty: 6053.479980
	Iteration 48Q: 3 clusters Score -2.376349e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108977 members 
Mstep: Class 2 contains 90728 members 
Entering Unmasked Estep 
Score: -23763524.000000 Penalty: 6053.479980
	Iteration 49Q: 3 clusters Score -2.376352e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107940 members 
Mstep: Class 2 contains 91765 members 
Entering Unmasked Estep 
Score: -23763676.000000 Penalty: 6053.479980
	Iteration 50Q: 3 clusters Score -2.376368e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106947 members 
Mstep: Class 2 contains 92758 members 
Entering Unmasked Estep 
Score: -23763666.000000 Penalty: 6053.479980
	Iteration 51Q: 3 clusters Score -2.376367e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105989 members 
Mstep: Class 2 contains 93716 members 
Entering Unmasked Estep 
Score: -23763708.000000 Penalty: 6053.479980
	Iteration 52Q: 3 clusters Score -2.376371e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105117 members 
Mstep: Class 2 contains 94588 members 
Entering Unmasked Estep 
Score: -23763738.000000 Penalty: 6053.479980
	Iteration 53Q: 3 clusters Score -2.376374e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104292 members 
Mstep: Class 2 contains 95413 members 
Entering Unmasked Estep 
Score: -23763744.000000 Penalty: 6053.479980
	Iteration 54Q: 3 clusters Score -2.376374e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103493 members 
Mstep: Class 2 contains 96212 members 
Entering Unmasked Estep 
Score: -23763714.000000 Penalty: 6053.479980
	Iteration 55Q: 3 clusters Score -2.376371e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102758 members 
Mstep: Class 2 contains 96947 members 
Entering Unmasked Estep 
Score: -23763710.000000 Penalty: 6053.479980
	Iteration 56Q: 3 clusters Score -2.376371e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102058 members 
Mstep: Class 2 contains 97647 members 
Entering Unmasked Estep 
Score: -23763670.000000 Penalty: 6053.479980
	Iteration 57Q: 3 clusters Score -2.376367e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101373 members 
Mstep: Class 2 contains 98332 members 
Entering Unmasked Estep 
Score: -23763698.000000 Penalty: 6053.479980
	Iteration 58Q: 3 clusters Score -2.37637e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100707 members 
Mstep: Class 2 contains 98998 members 
Entering Unmasked Estep 
Score: -23763662.000000 Penalty: 6053.479980
	Iteration 59Q: 3 clusters Score -2.376366e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100096 members 
Mstep: Class 2 contains 99609 members 
Entering Unmasked Estep 
Score: -23763668.000000 Penalty: 6053.479980
	Iteration 60F: 3 clusters Score -2.376367e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99507 members 
Mstep: Class 2 contains 100198 members 
Entering Unmasked Estep 
Score: -23763686.000000 Penalty: 6053.479980
	Iteration 61Q: 3 clusters Score -2.376369e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99030 members 
Mstep: Class 2 contains 100675 members 
Entering Unmasked Estep 
Score: -23763698.000000 Penalty: 6053.479980
	Iteration 62Q: 3 clusters Score -2.37637e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98527 members 
Mstep: Class 2 contains 101178 members 
Entering Unmasked Estep 
Score: -23763682.000000 Penalty: 6053.479980
	Iteration 63Q: 3 clusters Score -2.376368e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98029 members 
Mstep: Class 2 contains 101676 members 
Entering Unmasked Estep 
Score: -23763632.000000 Penalty: 6053.479980
	Iteration 64Q: 3 clusters Score -2.376363e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97539 members 
Mstep: Class 2 contains 102166 members 
Entering Unmasked Estep 
Score: -23763586.000000 Penalty: 6053.479980
	Iteration 65Q: 3 clusters Score -2.376359e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97099 members 
Mstep: Class 2 contains 102606 members 
Entering Unmasked Estep 
Score: -23763578.000000 Penalty: 6053.479980
	Iteration 66Q: 3 clusters Score -2.376358e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96655 members 
Mstep: Class 2 contains 103050 members 
Entering Unmasked Estep 
Score: -23763520.000000 Penalty: 6053.479980
	Iteration 67Q: 3 clusters Score -2.376352e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96264 members 
Mstep: Class 2 contains 103441 members 
Entering Unmasked Estep 
Score: -23763496.000000 Penalty: 6053.479980
	Iteration 68Q: 3 clusters Score -2.37635e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95840 members 
Mstep: Class 2 contains 103865 members 
Entering Unmasked Estep 
Score: -23763518.000000 Penalty: 6053.479980
	Iteration 69Q: 3 clusters Score -2.376352e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95425 members 
Mstep: Class 2 contains 104280 members 
Entering Unmasked Estep 
Score: -23763504.000000 Penalty: 6053.479980
	Iteration 70Q: 3 clusters Score -2.37635e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95072 members 
Mstep: Class 2 contains 104633 members 
Entering Unmasked Estep 
Score: -23763460.000000 Penalty: 6053.479980
	Iteration 71Q: 3 clusters Score -2.376346e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94748 members 
Mstep: Class 2 contains 104957 members 
Entering Unmasked Estep 
Score: -23763470.000000 Penalty: 6053.479980
	Iteration 72Q: 3 clusters Score -2.376347e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94465 members 
Mstep: Class 2 contains 105240 members 
Entering Unmasked Estep 
Score: -23763474.000000 Penalty: 6053.479980
	Iteration 73Q: 3 clusters Score -2.376347e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94159 members 
Mstep: Class 2 contains 105546 members 
Entering Unmasked Estep 
Score: -23763480.000000 Penalty: 6053.479980
	Iteration 74Q: 3 clusters Score -2.376348e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93884 members 
Mstep: Class 2 contains 105821 members 
Entering Unmasked Estep 
Score: -23763498.000000 Penalty: 6053.479980
	Iteration 75Q: 3 clusters Score -2.37635e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93590 members 
Mstep: Class 2 contains 106115 members 
Entering Unmasked Estep 
Score: -23763506.000000 Penalty: 6053.479980
	Iteration 76Q: 3 clusters Score -2.376351e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93301 members 
Mstep: Class 2 contains 106404 members 
Entering Unmasked Estep 
Score: -23763446.000000 Penalty: 6053.479980
	Iteration 77Q: 3 clusters Score -2.376345e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92942 members 
Mstep: Class 2 contains 106763 members 
Entering Unmasked Estep 
Score: -23763408.000000 Penalty: 6053.479980
	Iteration 78Q: 3 clusters Score -2.376341e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92575 members 
Mstep: Class 2 contains 107130 members 
Entering Unmasked Estep 
Score: -23763354.000000 Penalty: 6053.479980
	Iteration 79Q: 3 clusters Score -2.376335e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92195 members 
Mstep: Class 2 contains 107510 members 
Entering Unmasked Estep 
Score: -23763236.000000 Penalty: 6053.479980
	Iteration 80F: 3 clusters Score -2.376324e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91791 members 
Mstep: Class 2 contains 107914 members 
Entering Unmasked Estep 
Score: -23763240.000000 Penalty: 6053.479980
	Iteration 81Q: 3 clusters Score -2.376324e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91335 members 
Mstep: Class 2 contains 108370 members 
Entering Unmasked Estep 
Score: -23763174.000000 Penalty: 6053.479980
	Iteration 82Q: 3 clusters Score -2.376317e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90824 members 
Mstep: Class 2 contains 108881 members 
Entering Unmasked Estep 
Score: -23763090.000000 Penalty: 6053.479980
	Iteration 83Q: 3 clusters Score -2.376309e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90240 members 
Mstep: Class 2 contains 109465 members 
Entering Unmasked Estep 
Score: -23762988.000000 Penalty: 6053.479980
	Iteration 84Q: 3 clusters Score -2.376299e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89643 members 
Mstep: Class 2 contains 110062 members 
Entering Unmasked Estep 
Score: -23762932.000000 Penalty: 6053.479980
	Iteration 85Q: 3 clusters Score -2.376293e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89005 members 
Mstep: Class 2 contains 110700 members 
Entering Unmasked Estep 
Score: -23762802.000000 Penalty: 6053.479980
	Iteration 86Q: 3 clusters Score -2.37628e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88291 members 
Mstep: Class 2 contains 111414 members 
Entering Unmasked Estep 
Score: -23762790.000000 Penalty: 6053.479980
	Iteration 87Q: 3 clusters Score -2.376279e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87507 members 
Mstep: Class 2 contains 112198 members 
Entering Unmasked Estep 
Score: -23762788.000000 Penalty: 6053.479980
	Iteration 88Q: 3 clusters Score -2.376279e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86697 members 
Mstep: Class 2 contains 113008 members 
Entering Unmasked Estep 
Score: -23762646.000000 Penalty: 6053.479980
	Iteration 89Q: 3 clusters Score -2.376265e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85908 members 
Mstep: Class 2 contains 113797 members 
Entering Unmasked Estep 
Score: -23762606.000000 Penalty: 6053.479980
	Iteration 90Q: 3 clusters Score -2.376261e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85078 members 
Mstep: Class 2 contains 114627 members 
Entering Unmasked Estep 
Score: -23762450.000000 Penalty: 6053.479980
	Iteration 91Q: 3 clusters Score -2.376245e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84200 members 
Mstep: Class 2 contains 115505 members 
Entering Unmasked Estep 
Score: -23762328.000000 Penalty: 6053.479980
	Iteration 92Q: 3 clusters Score -2.376233e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83319 members 
Mstep: Class 2 contains 116386 members 
Entering Unmasked Estep 
Score: -23762308.000000 Penalty: 6053.479980
	Iteration 93Q: 3 clusters Score -2.376231e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82413 members 
Mstep: Class 2 contains 117292 members 
Entering Unmasked Estep 
Score: -23762262.000000 Penalty: 6053.479980
	Iteration 94Q: 3 clusters Score -2.376226e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81570 members 
Mstep: Class 2 contains 118135 members 
Entering Unmasked Estep 
Score: -23762166.000000 Penalty: 6053.479980
	Iteration 95Q: 3 clusters Score -2.376217e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80736 members 
Mstep: Class 2 contains 118969 members 
Entering Unmasked Estep 
Score: -23762094.000000 Penalty: 6053.479980
	Iteration 96Q: 3 clusters Score -2.376209e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79930 members 
Mstep: Class 2 contains 119775 members 
Entering Unmasked Estep 
Score: -23761948.000000 Penalty: 6053.479980
	Iteration 97Q: 3 clusters Score -2.376195e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78994 members 
Mstep: Class 2 contains 120711 members 
Entering Unmasked Estep 
Score: -23761906.000000 Penalty: 6053.479980
	Iteration 98Q: 3 clusters Score -2.376191e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78055 members 
Mstep: Class 2 contains 121650 members 
Entering Unmasked Estep 
Score: -23761806.000000 Penalty: 6053.479980
	Iteration 99Q: 3 clusters Score -2.376181e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77086 members 
Mstep: Class 2 contains 122619 members 
Entering Unmasked Estep 
Score: -23761722.000000 Penalty: 6053.479980
	Iteration 100F: 3 clusters Score -2.376172e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76090 members 
Mstep: Class 2 contains 123615 members 
Entering Unmasked Estep 
Score: -23761664.000000 Penalty: 6053.479980
	Iteration 101Q: 3 clusters Score -2.376166e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75140 members 
Mstep: Class 2 contains 124565 members 
Entering Unmasked Estep 
Score: -23761554.000000 Penalty: 6053.479980
	Iteration 102Q: 3 clusters Score -2.376155e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74080 members 
Mstep: Class 2 contains 125625 members 
Entering Unmasked Estep 
Score: -23761494.000000 Penalty: 6053.479980
	Iteration 103Q: 3 clusters Score -2.376149e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72949 members 
Mstep: Class 2 contains 126756 members 
Entering Unmasked Estep 
Score: -23761372.000000 Penalty: 6053.479980
	Iteration 104Q: 3 clusters Score -2.376137e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71866 members 
Mstep: Class 2 contains 127839 members 
Entering Unmasked Estep 
Score: -23761200.000000 Penalty: 6053.479980
	Iteration 105Q: 3 clusters Score -2.37612e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70748 members 
Mstep: Class 2 contains 128957 members 
Entering Unmasked Estep 
Score: -23761074.000000 Penalty: 6053.479980
	Iteration 106Q: 3 clusters Score -2.376107e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69583 members 
Mstep: Class 2 contains 130122 members 
Entering Unmasked Estep 
Score: -23760998.000000 Penalty: 6053.479980
	Iteration 107Q: 3 clusters Score -2.3761e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68387 members 
Mstep: Class 2 contains 131318 members 
Entering Unmasked Estep 
Score: -23760950.000000 Penalty: 6053.479980
	Iteration 108Q: 3 clusters Score -2.376095e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67130 members 
Mstep: Class 2 contains 132575 members 
Entering Unmasked Estep 
Score: -23760782.000000 Penalty: 6053.479980
	Iteration 109Q: 3 clusters Score -2.376078e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65789 members 
Mstep: Class 2 contains 133916 members 
Entering Unmasked Estep 
Score: -23760704.000000 Penalty: 6053.479980
	Iteration 110Q: 3 clusters Score -2.37607e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64438 members 
Mstep: Class 2 contains 135267 members 
Entering Unmasked Estep 
Score: -23760608.000000 Penalty: 6053.479980
	Iteration 111Q: 3 clusters Score -2.376061e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63007 members 
Mstep: Class 2 contains 136698 members 
Entering Unmasked Estep 
Score: -23760512.000000 Penalty: 6053.479980
	Iteration 112Q: 3 clusters Score -2.376051e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61480 members 
Mstep: Class 2 contains 138225 members 
Entering Unmasked Estep 
Score: -23760388.000000 Penalty: 6053.479980
	Iteration 113Q: 3 clusters Score -2.376039e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59867 members 
Mstep: Class 2 contains 139838 members 
Entering Unmasked Estep 
Score: -23760298.000000 Penalty: 6053.479980
	Iteration 114Q: 3 clusters Score -2.37603e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58227 members 
Mstep: Class 2 contains 141478 members 
Entering Unmasked Estep 
Score: -23760232.000000 Penalty: 6053.479980
	Iteration 115Q: 3 clusters Score -2.376023e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 143232 members 
Entering Unmasked Estep 
Score: -23760170.000000 Penalty: 6053.479980
	Iteration 116Q: 3 clusters Score -2.376017e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54688 members 
Mstep: Class 2 contains 145017 members 
Entering Unmasked Estep 
Score: -23760090.000000 Penalty: 6053.479980
	Iteration 117Q: 3 clusters Score -2.376009e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 146868 members 
Entering Unmasked Estep 
Score: -23760032.000000 Penalty: 6053.479980
	Iteration 118Q: 3 clusters Score -2.376003e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 148721 members 
Entering Unmasked Estep 
Score: -23760016.000000 Penalty: 6053.479980
	Iteration 119Q: 3 clusters Score -2.376002e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 150580 members 
Entering Unmasked Estep 
Score: -23759946.000000 Penalty: 6053.479980
	Iteration 120F: 3 clusters Score -2.375995e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 152496 members 
Entering Unmasked Estep 
Score: -23759916.000000 Penalty: 6053.479980
	Iteration 121Q: 3 clusters Score -2.375992e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 154482 members 
Entering Unmasked Estep 
Score: -23759966.000000 Penalty: 6053.479980
	Iteration 122Q: 3 clusters Score -2.375997e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 156509 members 
Entering Unmasked Estep 
Score: -23759942.000000 Penalty: 6053.479980
	Iteration 123Q: 3 clusters Score -2.375994e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 158500 members 
Entering Unmasked Estep 
Score: -23760126.000000 Penalty: 6053.479980
	Iteration 124Q: 3 clusters Score -2.376013e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 160602 members 
Entering Unmasked Estep 
Score: -23760162.000000 Penalty: 6053.479980
	Iteration 125Q: 3 clusters Score -2.376016e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 162669 members 
Entering Unmasked Estep 
Score: -23760416.000000 Penalty: 6053.479980
	Iteration 126Q: 3 clusters Score -2.376042e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 164724 members 
Entering Unmasked Estep 
Score: -23760520.000000 Penalty: 6053.479980
	Iteration 127Q: 3 clusters Score -2.376052e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 166851 members 
Entering Unmasked Estep 
Score: -23760642.000000 Penalty: 6053.479980
	Iteration 128Q: 3 clusters Score -2.376064e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 168930 members 
Entering Unmasked Estep 
Score: -23760852.000000 Penalty: 6053.479980
	Iteration 129Q: 3 clusters Score -2.376085e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 171003 members 
Entering Unmasked Estep 
Score: -23761082.000000 Penalty: 6053.479980
	Iteration 130Q: 3 clusters Score -2.376108e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 172978 members 
Entering Unmasked Estep 
Score: -23761446.000000 Penalty: 6053.479980
	Iteration 131Q: 3 clusters Score -2.376145e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 174891 members 
Entering Unmasked Estep 
Score: -23761748.000000 Penalty: 6053.479980
	Iteration 132Q: 3 clusters Score -2.376175e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 176675 members 
Entering Unmasked Estep 
Score: -23762184.000000 Penalty: 6053.479980
	Iteration 133Q: 3 clusters Score -2.376218e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 178455 members 
Entering Unmasked Estep 
Score: -23762418.000000 Penalty: 6053.479980
	Iteration 134Q: 3 clusters Score -2.376242e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 180121 members 
Entering Unmasked Estep 
Score: -23762754.000000 Penalty: 6053.479980
	Iteration 135Q: 3 clusters Score -2.376275e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 181655 members 
Entering Unmasked Estep 
Score: -23762996.000000 Penalty: 6053.479980
	Iteration 136Q: 3 clusters Score -2.3763e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 183129 members 
Entering Unmasked Estep 
Score: -23763400.000000 Penalty: 6053.479980
	Iteration 137Q: 3 clusters Score -2.37634e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 184491 members 
Entering Unmasked Estep 
Score: -23763692.000000 Penalty: 6053.479980
	Iteration 138Q: 3 clusters Score -2.376369e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 185712 members 
Entering Unmasked Estep 
Score: -23763912.000000 Penalty: 6053.479980
	Iteration 139Q: 3 clusters Score -2.376391e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 186840 members 
Entering Unmasked Estep 
Score: -23764298.000000 Penalty: 6053.479980
	Iteration 140F: 3 clusters Score -2.37643e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 187855 members 
Entering Unmasked Estep 
Score: -23764598.000000 Penalty: 6053.479980
	Iteration 141Q: 3 clusters Score -2.37646e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 188815 members 
Entering Unmasked Estep 
Score: -23764874.000000 Penalty: 6053.479980
	Iteration 142Q: 3 clusters Score -2.376487e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 189722 members 
Entering Unmasked Estep 
Score: -23765692.000000 Penalty: 6053.479980
	Iteration 143Q: 3 clusters Score -2.376569e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 190608 members 
Entering Unmasked Estep 
Score: -23766514.000000 Penalty: 6053.479980
	Iteration 144Q: 3 clusters Score -2.376651e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 191423 members 
Entering Unmasked Estep 
Score: -23767210.000000 Penalty: 6053.479980
	Iteration 145Q: 3 clusters Score -2.376721e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 192132 members 
Entering Unmasked Estep 
Score: -23767750.000000 Penalty: 6053.479980
	Iteration 146Q: 3 clusters Score -2.376775e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 192820 members 
Entering Unmasked Estep 
Score: -23768300.000000 Penalty: 6053.479980
	Iteration 147Q: 3 clusters Score -2.37683e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 193406 members 
Entering Unmasked Estep 
Score: -23768792.000000 Penalty: 6053.479980
	Iteration 148Q: 3 clusters Score -2.376879e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 193931 members 
Entering Unmasked Estep 
Score: -23769200.000000 Penalty: 6053.479980
	Iteration 149Q: 3 clusters Score -2.37692e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 194407 members 
Entering Unmasked Estep 
Score: -23769564.000000 Penalty: 6053.479980
	Iteration 150Q: 3 clusters Score -2.376956e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 194817 members 
Entering Unmasked Estep 
Score: -23769934.000000 Penalty: 6053.479980
	Iteration 151Q: 3 clusters Score -2.376993e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 195177 members 
Entering Unmasked Estep 
Score: -23770248.000000 Penalty: 6053.479980
	Iteration 152Q: 3 clusters Score -2.377025e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 195507 members 
Entering Unmasked Estep 
Score: -23770536.000000 Penalty: 6053.479980
	Iteration 153Q: 3 clusters Score -2.377054e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 195811 members 
Entering Unmasked Estep 
Score: -23770832.000000 Penalty: 6053.479980
	Iteration 154Q: 3 clusters Score -2.377083e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 196082 members 
Entering Unmasked Estep 
Score: -23771042.000000 Penalty: 6053.479980
	Iteration 155Q: 3 clusters Score -2.377104e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 196354 members 
Entering Unmasked Estep 
Score: -23771252.000000 Penalty: 6053.479980
	Iteration 156Q: 3 clusters Score -2.377125e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 196584 members 
Entering Unmasked Estep 
Score: -23771448.000000 Penalty: 6053.479980
	Iteration 157Q: 3 clusters Score -2.377145e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 196795 members 
Entering Unmasked Estep 
Score: -23771568.000000 Penalty: 6053.479980
	Iteration 158Q: 3 clusters Score -2.377157e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 196974 members 
Entering Unmasked Estep 
Score: -23771698.000000 Penalty: 6053.479980
	Iteration 159Q: 3 clusters Score -2.37717e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 197116 members 
Entering Unmasked Estep 
Score: -23771772.000000 Penalty: 6053.479980
	Iteration 160F: 3 clusters Score -2.377177e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 197244 members 
Entering Unmasked Estep 
Score: -23771876.000000 Penalty: 6053.479980
	Iteration 161Q: 3 clusters Score -2.377188e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 197353 members 
Entering Unmasked Estep 
Score: -23771906.000000 Penalty: 6053.479980
	Iteration 162Q: 3 clusters Score -2.377191e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 197455 members 
Entering Unmasked Estep 
Score: -23771962.000000 Penalty: 6053.479980
	Iteration 163Q: 3 clusters Score -2.377196e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 197528 members 
Entering Unmasked Estep 
Score: -23772054.000000 Penalty: 6053.479980
	Iteration 164Q: 3 clusters Score -2.377205e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 197595 members 
Entering Unmasked Estep 
Score: -23772128.000000 Penalty: 6053.479980
	Iteration 165Q: 3 clusters Score -2.377213e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 197664 members 
Entering Unmasked Estep 
Score: -23772180.000000 Penalty: 6053.479980
	Iteration 166Q: 3 clusters Score -2.377218e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 197722 members 
Entering Unmasked Estep 
Score: -23772204.000000 Penalty: 6053.479980
	Iteration 167Q: 3 clusters Score -2.37722e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 197774 members 
Entering Unmasked Estep 
Score: -23772254.000000 Penalty: 6053.479980
	Iteration 168Q: 3 clusters Score -2.377225e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 197827 members 
Entering Unmasked Estep 
Score: -23772278.000000 Penalty: 6053.479980
	Iteration 169Q: 3 clusters Score -2.377228e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 197870 members 
Entering Unmasked Estep 
Score: -23772318.000000 Penalty: 6053.479980
	Iteration 170Q: 3 clusters Score -2.377232e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 197917 members 
Entering Unmasked Estep 
Score: -23772358.000000 Penalty: 6053.479980
	Iteration 171Q: 3 clusters Score -2.377236e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 197962 members 
Entering Unmasked Estep 
Score: -23772400.000000 Penalty: 6053.479980
	Iteration 172Q: 3 clusters Score -2.37724e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 198007 members 
Entering Unmasked Estep 
Score: -23772430.000000 Penalty: 6053.479980
	Iteration 173Q: 3 clusters Score -2.377243e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 198046 members 
Entering Unmasked Estep 
Score: -23772446.000000 Penalty: 6053.479980
	Iteration 174Q: 3 clusters Score -2.377245e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 198077 members 
Entering Unmasked Estep 
Score: -23772464.000000 Penalty: 6053.479980
	Iteration 175Q: 3 clusters Score -2.377246e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 198117 members 
Entering Unmasked Estep 
Score: -23772490.000000 Penalty: 6053.479980
	Iteration 176Q: 3 clusters Score -2.377249e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 198138 members 
Entering Unmasked Estep 
Score: -23772522.000000 Penalty: 6053.479980
	Iteration 177Q: 3 clusters Score -2.377252e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 198157 members 
Entering Unmasked Estep 
Score: -23772520.000000 Penalty: 6053.479980
	Iteration 178Q: 3 clusters Score -2.377252e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 198174 members 
Entering Unmasked Estep 
Score: -23772536.000000 Penalty: 6053.479980
	Iteration 179Q: 3 clusters Score -2.377254e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 198186 members 
Entering Unmasked Estep 
Score: -23772558.000000 Penalty: 6053.479980
	Iteration 180F: 3 clusters Score -2.377256e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 198197 members 
Entering Unmasked Estep 
Score: -23772578.000000 Penalty: 6053.479980
	Iteration 181Q: 3 clusters Score -2.377258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 198206 members 
Entering Unmasked Estep 
Score: -23772598.000000 Penalty: 6053.479980
	Iteration 182Q: 3 clusters Score -2.37726e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 198210 members 
Entering Unmasked Estep 
Score: -23772588.000000 Penalty: 6053.479980
	Iteration 183Q: 3 clusters Score -2.377259e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 198226 members 
Entering Unmasked Estep 
Score: -23772578.000000 Penalty: 6053.479980
	Iteration 184Q: 3 clusters Score -2.377258e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 198235 members 
Entering Unmasked Estep 
Score: -23772584.000000 Penalty: 6053.479980
	Iteration 185Q: 3 clusters Score -2.377258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 198246 members 
Entering Unmasked Estep 
Score: -23772606.000000 Penalty: 6053.479980
	Iteration 186Q: 3 clusters Score -2.377261e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 198257 members 
Entering Unmasked Estep 
Score: -23772604.000000 Penalty: 6053.479980
	Iteration 187Q: 3 clusters Score -2.37726e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 198265 members 
Entering Unmasked Estep 
Score: -23772610.000000 Penalty: 6053.479980
	Iteration 188Q: 3 clusters Score -2.377261e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 198276 members 
Entering Unmasked Estep 
Score: -23772634.000000 Penalty: 6053.479980
	Iteration 189Q: 3 clusters Score -2.377263e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 198288 members 
Entering Unmasked Estep 
Score: -23772632.000000 Penalty: 6053.479980
	Iteration 190Q: 3 clusters Score -2.377263e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 198296 members 
Entering Unmasked Estep 
Score: -23772638.000000 Penalty: 6053.479980
	Iteration 191Q: 3 clusters Score -2.377264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 198300 members 
Entering Unmasked Estep 
Score: -23772638.000000 Penalty: 6053.479980
	Iteration 192Q: 3 clusters Score -2.377264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 198307 members 
Entering Unmasked Estep 
Score: -23772664.000000 Penalty: 6053.479980
	Iteration 193Q: 3 clusters Score -2.377266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 198316 members 
Entering Unmasked Estep 
Score: -23772672.000000 Penalty: 6053.479980
	Iteration 194Q: 3 clusters Score -2.377267e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 198326 members 
Entering Unmasked Estep 
Score: -23772676.000000 Penalty: 6053.479980
	Iteration 195Q: 3 clusters Score -2.377268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 198339 members 
Entering Unmasked Estep 
Score: -23772676.000000 Penalty: 6053.479980
	Iteration 196Q: 3 clusters Score -2.377268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 198346 members 
Entering Unmasked Estep 
Score: -23772704.000000 Penalty: 6053.479980
	Iteration 197Q: 3 clusters Score -2.37727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 198348 members 
Entering Unmasked Estep 
Score: -23772706.000000 Penalty: 6053.479980
	Iteration 198Q: 3 clusters Score -2.377271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 198354 members 
Entering Unmasked Estep 
Score: -23772690.000000 Penalty: 6053.479980
	Iteration 199Q: 3 clusters Score -2.377269e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 198364 members 
Entering Unmasked Estep 
Score: -23772726.000000 Penalty: 6053.479980
	Iteration 200F: 3 clusters Score -2.377273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 198373 members 
Entering Unmasked Estep 
Score: -23772736.000000 Penalty: 6053.479980
	Iteration 201Q: 3 clusters Score -2.377274e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 198381 members 
Entering Unmasked Estep 
Score: -23772728.000000 Penalty: 6053.479980
	Iteration 202Q: 3 clusters Score -2.377273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 198385 members 
Entering Unmasked Estep 
Score: -23772736.000000 Penalty: 6053.479980
	Iteration 203Q: 3 clusters Score -2.377274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 198390 members 
Entering Unmasked Estep 
Score: -23772724.000000 Penalty: 6053.479980
	Iteration 204Q: 3 clusters Score -2.377272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 198393 members 
Entering Unmasked Estep 
Score: -23772730.000000 Penalty: 6053.479980
	Iteration 205Q: 3 clusters Score -2.377273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 198400 members 
Entering Unmasked Estep 
Score: -23772730.000000 Penalty: 6053.479980
	Iteration 206Q: 3 clusters Score -2.377273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 198406 members 
Entering Unmasked Estep 
Score: -23772718.000000 Penalty: 6053.479980
	Iteration 207Q: 3 clusters Score -2.377272e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 198412 members 
Entering Unmasked Estep 
Score: -23772740.000000 Penalty: 6053.479980
	Iteration 208Q: 3 clusters Score -2.377274e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 198420 members 
Entering Unmasked Estep 
Score: -23772736.000000 Penalty: 6053.479980
	Iteration 209Q: 3 clusters Score -2.377274e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 198433 members 
Entering Unmasked Estep 
Score: -23772744.000000 Penalty: 6053.479980
	Iteration 210Q: 3 clusters Score -2.377274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 198440 members 
Entering Unmasked Estep 
Score: -23772750.000000 Penalty: 6053.479980
	Iteration 211Q: 3 clusters Score -2.377275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 198445 members 
Entering Unmasked Estep 
Score: -23772764.000000 Penalty: 6053.479980
	Iteration 212Q: 3 clusters Score -2.377276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 198450 members 
Entering Unmasked Estep 
Score: -23772750.000000 Penalty: 6053.479980
	Iteration 213Q: 3 clusters Score -2.377275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 198454 members 
Entering Unmasked Estep 
Score: -23772752.000000 Penalty: 6053.479980
	Iteration 214Q: 3 clusters Score -2.377275e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 198463 members 
Entering Unmasked Estep 
Score: -23772762.000000 Penalty: 6053.479980
	Iteration 215Q: 3 clusters Score -2.377276e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 198472 members 
Entering Unmasked Estep 
Score: -23772782.000000 Penalty: 6053.479980
	Iteration 216Q: 3 clusters Score -2.377278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 198480 members 
Entering Unmasked Estep 
Score: -23772792.000000 Penalty: 6053.479980
	Iteration 217Q: 3 clusters Score -2.377279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 198486 members 
Entering Unmasked Estep 
Score: -23772794.000000 Penalty: 6053.479980
	Iteration 218Q: 3 clusters Score -2.377279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 198490 members 
Entering Unmasked Estep 
Score: -23772806.000000 Penalty: 6053.479980
	Iteration 219Q: 3 clusters Score -2.377281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 198495 members 
Entering Unmasked Estep 
Score: -23772792.000000 Penalty: 6053.479980
	Iteration 220F: 3 clusters Score -2.377279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 198498 members 
Entering Unmasked Estep 
Score: -23772804.000000 Penalty: 6053.479980
	Iteration 221Q: 3 clusters Score -2.37728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 198497 members 
Entering Unmasked Estep 
Score: -23772804.000000 Penalty: 6053.479980
	Iteration 222Q: 3 clusters Score -2.37728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 198499 members 
Entering Unmasked Estep 
Score: -23772806.000000 Penalty: 6053.479980
	Iteration 223Q: 3 clusters Score -2.377281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 198503 members 
Entering Unmasked Estep 
Score: -23772816.000000 Penalty: 6053.479980
	Iteration 224Q: 3 clusters Score -2.377282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 198503 members 
Entering Unmasked Estep 
Score: -23772816.000000 Penalty: 6053.479980
	Iteration 225F: 3 clusters Score -2.377282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Entering Unmasked Estep 
Score: -1769812.000000 Penalty: 2380.383301
	Iteration 0F: 2 clusters Score -1769812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1759158.750000 Penalty: 4760.766602
	Iteration 0F: 3 clusters Score -1759159 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1762514.250000 Penalty: 4760.766602
	Iteration 1F: 3 clusters Score -1762514 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1762838.125000 Penalty: 4760.766602
	Iteration 2F: 3 clusters Score -1762838 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1763082.000000 Penalty: 4760.766602
	Iteration 3Q: 3 clusters Score -1763082 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1763284.125000 Penalty: 4760.766602
	Iteration 4Q: 3 clusters Score -1763284 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1763477.375000 Penalty: 4760.766602
	Iteration 5Q: 3 clusters Score -1763477 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1763662.375000 Penalty: 4760.766602
	Iteration 6Q: 3 clusters Score -1763662 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1763856.750000 Penalty: 4760.766602
	Iteration 7Q: 3 clusters Score -1763857 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1764063.625000 Penalty: 4760.766602
	Iteration 8Q: 3 clusters Score -1764064 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1764264.250000 Penalty: 4760.766602
	Iteration 9Q: 3 clusters Score -1764264 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1764487.875000 Penalty: 4760.766602
	Iteration 10Q: 3 clusters Score -1764488 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1764722.000000 Penalty: 4760.766602
	Iteration 11Q: 3 clusters Score -1764722 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1764998.875000 Penalty: 4760.766602
	Iteration 12Q: 3 clusters Score -1764999 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1765279.875000 Penalty: 4760.766602
	Iteration 13Q: 3 clusters Score -1765280 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1765604.375000 Penalty: 4760.766602
	Iteration 14Q: 3 clusters Score -1765604 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1765912.750000 Penalty: 4760.766602
	Iteration 15Q: 3 clusters Score -1765913 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1766196.000000 Penalty: 4760.766602
	Iteration 16Q: 3 clusters Score -1766196 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1766439.250000 Penalty: 4760.766602
	Iteration 17Q: 3 clusters Score -1766439 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1766616.625000 Penalty: 4760.766602
	Iteration 18Q: 3 clusters Score -1766617 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1766742.000000 Penalty: 4760.766602
	Iteration 19Q: 3 clusters Score -1766742 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1766850.125000 Penalty: 4760.766602
	Iteration 20F: 3 clusters Score -1766850 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1766927.625000 Penalty: 4760.766602
	Iteration 21Q: 3 clusters Score -1766928 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1766983.625000 Penalty: 4760.766602
	Iteration 22Q: 3 clusters Score -1766984 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1767021.625000 Penalty: 4760.766602
	Iteration 23Q: 3 clusters Score -1767022 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1767051.375000 Penalty: 4760.766602
	Iteration 24Q: 3 clusters Score -1767051 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1767075.875000 Penalty: 4760.766602
	Iteration 25Q: 3 clusters Score -1767076 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1767097.750000 Penalty: 4760.766602
	Iteration 26Q: 3 clusters Score -1767098 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1767132.625000 Penalty: 4760.766602
	Iteration 27Q: 3 clusters Score -1767133 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1767154.750000 Penalty: 4760.766602
	Iteration 28Q: 3 clusters Score -1767155 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1767177.500000 Penalty: 4760.766602
	Iteration 29Q: 3 clusters Score -1767178 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1767216.000000 Penalty: 4760.766602
	Iteration 30Q: 3 clusters Score -1767216 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1767261.375000 Penalty: 4760.766602
	Iteration 31Q: 3 clusters Score -1767261 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1767285.750000 Penalty: 4760.766602
	Iteration 32Q: 3 clusters Score -1767286 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1767303.500000 Penalty: 4760.766602
	Iteration 33Q: 3 clusters Score -1767304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1767320.375000 Penalty: 4760.766602
	Iteration 34Q: 3 clusters Score -1767320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1767336.625000 Penalty: 4760.766602
	Iteration 35Q: 3 clusters Score -1767337 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1767351.375000 Penalty: 4760.766602
	Iteration 36Q: 3 clusters Score -1767351 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1767380.875000 Penalty: 4760.766602
	Iteration 37Q: 3 clusters Score -1767381 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1767406.125000 Penalty: 4760.766602
	Iteration 38Q: 3 clusters Score -1767406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1767423.125000 Penalty: 4760.766602
	Iteration 39Q: 3 clusters Score -1767423 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1767439.250000 Penalty: 4760.766602
	Iteration 40F: 3 clusters Score -1767439 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1767460.625000 Penalty: 4760.766602
	Iteration 41Q: 3 clusters Score -1767461 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1767479.125000 Penalty: 4760.766602
	Iteration 42Q: 3 clusters Score -1767479 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1767491.375000 Penalty: 4760.766602
	Iteration 43Q: 3 clusters Score -1767491 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1767505.000000 Penalty: 4760.766602
	Iteration 44Q: 3 clusters Score -1767505 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1767519.125000 Penalty: 4760.766602
	Iteration 45Q: 3 clusters Score -1767519 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1767527.250000 Penalty: 4760.766602
	Iteration 46Q: 3 clusters Score -1767527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1767535.000000 Penalty: 4760.766602
	Iteration 47Q: 3 clusters Score -1767535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1767539.125000 Penalty: 4760.766602
	Iteration 48Q: 3 clusters Score -1767539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1767543.875000 Penalty: 4760.766602
	Iteration 49Q: 3 clusters Score -1767544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1767557.250000 Penalty: 4760.766602
	Iteration 50Q: 3 clusters Score -1767557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1767565.750000 Penalty: 4760.766602
	Iteration 51Q: 3 clusters Score -1767566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1767577.875000 Penalty: 4760.766602
	Iteration 52Q: 3 clusters Score -1767578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1767583.375000 Penalty: 4760.766602
	Iteration 53Q: 3 clusters Score -1767583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1767586.500000 Penalty: 4760.766602
	Iteration 54Q: 3 clusters Score -1767586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1767599.875000 Penalty: 4760.766602
	Iteration 55Q: 3 clusters Score -1767600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1767599.875000 Penalty: 4760.766602
	Iteration 56Q: 3 clusters Score -1767600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1767605.625000 Penalty: 4760.766602
	Iteration 57Q: 3 clusters Score -1767606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1767608.875000 Penalty: 4760.766602
	Iteration 58Q: 3 clusters Score -1767609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1767610.375000 Penalty: 4760.766602
	Iteration 59Q: 3 clusters Score -1767610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1767615.500000 Penalty: 4760.766602
	Iteration 60F: 3 clusters Score -1767616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1767614.500000 Penalty: 4760.766602
	Iteration 61Q: 3 clusters Score -1767614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1767615.250000 Penalty: 4760.766602
	Iteration 62Q: 3 clusters Score -1767615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1767615.750000 Penalty: 4760.766602
	Iteration 63Q: 3 clusters Score -1767616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1767615.000000 Penalty: 4760.766602
	Iteration 64Q: 3 clusters Score -1767615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1767624.375000 Penalty: 4760.766602
	Iteration 65Q: 3 clusters Score -1767624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1767624.375000 Penalty: 4760.766602
	Iteration 66Q: 3 clusters Score -1767624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1767623.625000 Penalty: 4760.766602
	Iteration 67Q: 3 clusters Score -1767624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1767629.000000 Penalty: 4760.766602
	Iteration 68Q: 3 clusters Score -1767629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1767630.500000 Penalty: 4760.766602
	Iteration 69Q: 3 clusters Score -1767630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1767637.250000 Penalty: 4760.766602
	Iteration 70Q: 3 clusters Score -1767637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1767637.500000 Penalty: 4760.766602
	Iteration 71Q: 3 clusters Score -1767638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1767637.625000 Penalty: 4760.766602
	Iteration 72Q: 3 clusters Score -1767638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1767638.250000 Penalty: 4760.766602
	Iteration 73Q: 3 clusters Score -1767638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1767641.000000 Penalty: 4760.766602
	Iteration 74Q: 3 clusters Score -1767641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1767640.875000 Penalty: 4760.766602
	Iteration 75Q: 3 clusters Score -1767641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1767640.125000 Penalty: 4760.766602
	Iteration 76Q: 3 clusters Score -1767640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1767640.750000 Penalty: 4760.766602
	Iteration 77Q: 3 clusters Score -1767641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1767640.750000 Penalty: 4760.766602
	Iteration 78F: 3 clusters Score -1767641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -119985.765625 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -119985.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -118022.617188 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -118022.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -118328.867188 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -118328.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -118432.859375 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -118432.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -118491.304688 Penalty: 3477.114746
	Iteration 3Q: 3 clusters Score -118491.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -118543.429688 Penalty: 3477.114746
	Iteration 4Q: 3 clusters Score -118543.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -118574.882812 Penalty: 3477.114746
	Iteration 5Q: 3 clusters Score -118574.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -118595.914062 Penalty: 3477.114746
	Iteration 6Q: 3 clusters Score -118595.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -118613.093750 Penalty: 3477.114746
	Iteration 7Q: 3 clusters Score -118613.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -118628.273438 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -118628.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -118644.554688 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -118644.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -118656.195312 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -118656.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -118664.757812 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -118664.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -118674.210938 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -118674.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -118681.632812 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -118681.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -118694.320312 Penalty: 3477.114746
	Iteration 14Q: 3 clusters Score -118694.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -118725.437500 Penalty: 3477.114746
	Iteration 15Q: 3 clusters Score -118725.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -118764.460938 Penalty: 3477.114746
	Iteration 16Q: 3 clusters Score -118764.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -118802.898438 Penalty: 3477.114746
	Iteration 17Q: 3 clusters Score -118802.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -118841.914062 Penalty: 3477.114746
	Iteration 18Q: 3 clusters Score -118841.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -118879.210938 Penalty: 3477.114746
	Iteration 19Q: 3 clusters Score -118879.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -118921.773438 Penalty: 3477.114746
	Iteration 20F: 3 clusters Score -118921.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -118961.648438 Penalty: 3477.114746
	Iteration 21Q: 3 clusters Score -118961.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -119004.015625 Penalty: 3477.114746
	Iteration 22Q: 3 clusters Score -119004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -119078.726562 Penalty: 3477.114746
	Iteration 23Q: 3 clusters Score -119078.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -119134.648438 Penalty: 3477.114746
	Iteration 24Q: 3 clusters Score -119134.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -119167.054688 Penalty: 3477.114746
	Iteration 25Q: 3 clusters Score -119167.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -119196.429688 Penalty: 3477.114746
	Iteration 26Q: 3 clusters Score -119196.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -119241.773438 Penalty: 3477.114746
	Iteration 27Q: 3 clusters Score -119241.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -119279.203125 Penalty: 3477.114746
	Iteration 28Q: 3 clusters Score -119279.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -119302.960938 Penalty: 3477.114746
	Iteration 29Q: 3 clusters Score -119303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -119335.125000 Penalty: 3477.114746
	Iteration 30Q: 3 clusters Score -119335.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -119389.859375 Penalty: 3477.114746
	Iteration 31Q: 3 clusters Score -119389.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -119492.679688 Penalty: 3477.114746
	Iteration 32Q: 3 clusters Score -119492.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -119563.406250 Penalty: 3477.114746
	Iteration 33Q: 3 clusters Score -119563.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -119620.296875 Penalty: 3477.114746
	Iteration 34Q: 3 clusters Score -119620.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -119690.148438 Penalty: 3477.114746
	Iteration 35Q: 3 clusters Score -119690.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -119816.343750 Penalty: 3477.114746
	Iteration 36Q: 3 clusters Score -119816.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -119862.242188 Penalty: 3477.114746
	Iteration 37Q: 3 clusters Score -119862.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -119862.578125 Penalty: 3477.114746
	Iteration 38Q: 3 clusters Score -119862.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -119864.148438 Penalty: 3477.114746
	Iteration 39F: 3 clusters Score -119864.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -119866.609375 Penalty: 3477.114746
	Iteration 40F: 3 clusters Score -119866.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 2246 members 
Mstep: Class 3 contains 29140 members 
Mstep: Class 4 contains 15225 members 
Mstep: Class 5 contains 33266 members 
Mstep: Class 6 contains 15858 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 8 contains 90441 members 
Mstep: Class 9 contains 6119 members 
Mstep: Class 10 contains 4976 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5077 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 4007 members 
Mstep: Class 15 contains 48156 members 
Mstep: Class 16 contains 33927 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 9902 members 
Mstep: Class 19 contains 158388 members 
Mstep: Class 20 contains 199705 members 
Mstep: Class 21 contains 14740 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048104.000000 Penalty: 73299.523438
Iteration 119Q: 23 clusters Score -8.00481e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2242 members 
Mstep: Class 3 contains 29111 members 
Mstep: Class 4 contains 15234 members 
Mstep: Class 5 contains 33279 members 
Mstep: Class 6 contains 15837 members 
Mstep: Class 7 contains 1782 members 
Mstep: Class 8 contains 90332 members 
Mstep: Class 9 contains 6064 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4020 members 
Mstep: Class 15 contains 48158 members 
Mstep: Class 16 contains 33912 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 9893 members 
Mstep: Class 19 contains 159186 members 
Mstep: Class 20 contains 199074 members 
Mstep: Class 21 contains 14802 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048184.000000 Penalty: 73299.523438
Iteration 120F: 23 clusters Score -8.004818e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 29085 members 
Mstep: Class 4 contains 15212 members 
Mstep: Class 5 contains 33296 members 
Mstep: Class 6 contains 15835 members 
Mstep: Class 7 contains 1782 members 
Mstep: Class 8 contains 90215 members 
Mstep: Class 9 contains 6013 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4027 members 
Mstep: Class 15 contains 48156 members 
Mstep: Class 16 contains 33880 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 9887 members 
Mstep: Class 19 contains 159920 members 
Mstep: Class 20 contains 198549 members 
Mstep: Class 21 contains 14866 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048392.000000 Penalty: 73299.523438
Iteration 121Q: 23 clusters Score -8.004839e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 29055 members 
Mstep: Class 4 contains 15200 members 
Mstep: Class 5 contains 33312 members 
Mstep: Class 6 contains 15829 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 8 contains 90065 members 
Mstep: Class 9 contains 5956 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 5086 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4036 members 
Mstep: Class 15 contains 48146 members 
Mstep: Class 16 contains 33857 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 9886 members 
Mstep: Class 19 contains 160764 members 
Mstep: Class 20 contains 197935 members 
Mstep: Class 21 contains 14932 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048296.000000 Penalty: 73299.523438
Iteration 122Q: 23 clusters Score -8.00483e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 29041 members 
Mstep: Class 4 contains 15204 members 
Mstep: Class 5 contains 33296 members 
Mstep: Class 6 contains 15845 members 
Mstep: Class 7 contains 1777 members 
Mstep: Class 8 contains 89903 members 
Mstep: Class 9 contains 5897 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 5100 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 48134 members 
Mstep: Class 16 contains 33846 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 9903 members 
Mstep: Class 19 contains 161693 members 
Mstep: Class 20 contains 197181 members 
Mstep: Class 21 contains 15000 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048216.000000 Penalty: 73299.523438
Iteration 123Q: 23 clusters Score -8.004822e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2240 members 
Mstep: Class 3 contains 29017 members 
Mstep: Class 4 contains 15210 members 
Mstep: Class 5 contains 33295 members 
Mstep: Class 6 contains 15886 members 
Mstep: Class 7 contains 1775 members 
Mstep: Class 8 contains 89779 members 
Mstep: Class 9 contains 5855 members 
Mstep: Class 10 contains 4993 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 5106 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4051 members 
Mstep: Class 15 contains 48139 members 
Mstep: Class 16 contains 33838 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 9910 members 
Mstep: Class 19 contains 162611 members 
Mstep: Class 20 contains 196372 members 
Mstep: Class 21 contains 15051 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047992.000000 Penalty: 73299.523438
Iteration 124Q: 23 clusters Score -8.004799e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2241 members 
Mstep: Class 3 contains 28993 members 
Mstep: Class 4 contains 15222 members 
Mstep: Class 5 contains 33315 members 
Mstep: Class 6 contains 15924 members 
Mstep: Class 7 contains 1774 members 
Mstep: Class 8 contains 89654 members 
Mstep: Class 9 contains 5828 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 5110 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4065 members 
Mstep: Class 15 contains 48132 members 
Mstep: Class 16 contains 33827 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 9905 members 
Mstep: Class 19 contains 163509 members 
Mstep: Class 20 contains 195584 members 
Mstep: Class 21 contains 15082 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047984.000000 Penalty: 73299.523438
Iteration 125Q: 23 clusters Score -8.004798e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2240 members 
Mstep: Class 3 contains 28951 members 
Mstep: Class 4 contains 15220 members 
Mstep: Class 5 contains 33342 members 
Mstep: Class 6 contains 15941 members 
Mstep: Class 7 contains 1778 members 
Mstep: Class 8 contains 89503 members 
Mstep: Class 9 contains 5816 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 5115 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 48100 members 
Mstep: Class 16 contains 33820 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 9902 members 
Mstep: Class 19 contains 164568 members 
Mstep: Class 20 contains 194724 members 
Mstep: Class 21 contains 15101 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047896.000000 Penalty: 73299.523438
Iteration 126Q: 23 clusters Score -8.00479e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2238 members 
Mstep: Class 3 contains 28911 members 
Mstep: Class 4 contains 15227 members 
Mstep: Class 5 contains 33372 members 
Mstep: Class 6 contains 15951 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 8 contains 89345 members 
Mstep: Class 9 contains 5805 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 5122 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4077 members 
Mstep: Class 15 contains 48086 members 
Mstep: Class 16 contains 33824 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 9901 members 
Mstep: Class 19 contains 165668 members 
Mstep: Class 20 contains 193794 members 
Mstep: Class 21 contains 15118 members 
Mstep: Class 22 contains 1111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048168.000000 Penalty: 73299.523438
Iteration 127Q: 23 clusters Score -8.004817e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2235 members 
Mstep: Class 3 contains 28891 members 
Mstep: Class 4 contains 15233 members 
Mstep: Class 5 contains 33412 members 
Mstep: Class 6 contains 15960 members 
Mstep: Class 7 contains 1785 members 
Mstep: Class 8 contains 89208 members 
Mstep: Class 9 contains 5799 members 
Mstep: Class 10 contains 4960 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4082 members 
Mstep: Class 15 contains 48101 members 
Mstep: Class 16 contains 33819 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 9902 members 
Mstep: Class 19 contains 166831 members 
Mstep: Class 20 contains 192737 members 
Mstep: Class 21 contains 15137 members 
Mstep: Class 22 contains 1111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048040.000000 Penalty: 73299.523438
Iteration 128Q: 23 clusters Score -8.004804e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 28864 members 
Mstep: Class 4 contains 15242 members 
Mstep: Class 5 contains 33413 members 
Mstep: Class 6 contains 15976 members 
Mstep: Class 7 contains 1789 members 
Mstep: Class 8 contains 89103 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 4951 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 5129 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4099 members 
Mstep: Class 15 contains 48114 members 
Mstep: Class 16 contains 33822 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 9882 members 
Mstep: Class 19 contains 168035 members 
Mstep: Class 20 contains 191631 members 
Mstep: Class 21 contains 15154 members 
Mstep: Class 22 contains 1111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047696.000000 Penalty: 73299.523438
Iteration 129Q: 23 clusters Score -8.00477e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2229 members 
Mstep: Class 3 contains 28810 members 
Mstep: Class 4 contains 15251 members 
Mstep: Class 5 contains 33426 members 
Mstep: Class 6 contains 15993 members 
Mstep: Class 7 contains 1786 members 
Mstep: Class 8 contains 89049 members 
Mstep: Class 9 contains 5790 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5139 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4103 members 
Mstep: Class 15 contains 48120 members 
Mstep: Class 16 contains 33821 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 9873 members 
Mstep: Class 19 contains 169410 members 
Mstep: Class 20 contains 190320 members 
Mstep: Class 21 contains 15169 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
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Iteration 130Q: 23 clusters Score -8.004725e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2231 members 
Mstep: Class 3 contains 28748 members 
Mstep: Class 4 contains 15283 members 
Mstep: Class 5 contains 33446 members 
Mstep: Class 6 contains 16012 members 
Mstep: Class 7 contains 1788 members 
Mstep: Class 8 contains 88998 members 
Mstep: Class 9 contains 5789 members 
Mstep: Class 10 contains 4962 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5143 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4118 members 
Mstep: Class 15 contains 48128 members 
Mstep: Class 16 contains 33814 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 9867 members 
Mstep: Class 19 contains 170853 members 
Mstep: Class 20 contains 188901 members 
Mstep: Class 21 contains 15178 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
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Iteration 131Q: 23 clusters Score -8.004675e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 28662 members 
Mstep: Class 4 contains 15301 members 
Mstep: Class 5 contains 33466 members 
Mstep: Class 6 contains 16060 members 
Mstep: Class 7 contains 1787 members 
Mstep: Class 8 contains 88885 members 
Mstep: Class 9 contains 5789 members 
Mstep: Class 10 contains 4973 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5159 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4137 members 
Mstep: Class 15 contains 48172 members 
Mstep: Class 16 contains 33831 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 9887 members 
Mstep: Class 19 contains 172446 members 
Mstep: Class 20 contains 187306 members 
Mstep: Class 21 contains 15183 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
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Iteration 132Q: 23 clusters Score -8.004663e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2240 members 
Mstep: Class 3 contains 28571 members 
Mstep: Class 4 contains 15335 members 
Mstep: Class 5 contains 33503 members 
Mstep: Class 6 contains 16112 members 
Mstep: Class 7 contains 1789 members 
Mstep: Class 8 contains 88840 members 
Mstep: Class 9 contains 5789 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5166 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4160 members 
Mstep: Class 15 contains 48166 members 
Mstep: Class 16 contains 33827 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 9902 members 
Mstep: Class 19 contains 174393 members 
Mstep: Class 20 contains 185321 members 
Mstep: Class 21 contains 15195 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
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Iteration 133Q: 23 clusters Score -8.004724e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2239 members 
Mstep: Class 3 contains 28461 members 
Mstep: Class 4 contains 15357 members 
Mstep: Class 5 contains 33542 members 
Mstep: Class 6 contains 16215 members 
Mstep: Class 7 contains 1789 members 
Mstep: Class 8 contains 88769 members 
Mstep: Class 9 contains 5792 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5178 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4180 members 
Mstep: Class 15 contains 48176 members 
Mstep: Class 16 contains 33836 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 9914 members 
Mstep: Class 19 contains 176638 members 
Mstep: Class 20 contains 183037 members 
Mstep: Class 21 contains 15209 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
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Iteration 134Q: 23 clusters Score -8.004706e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 28362 members 
Mstep: Class 4 contains 15405 members 
Mstep: Class 5 contains 33567 members 
Mstep: Class 6 contains 16355 members 
Mstep: Class 7 contains 1789 members 
Mstep: Class 8 contains 88685 members 
Mstep: Class 9 contains 5792 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5189 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4200 members 
Mstep: Class 15 contains 48173 members 
Mstep: Class 16 contains 33835 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 9917 members 
Mstep: Class 19 contains 179153 members 
Mstep: Class 20 contains 180466 members 
Mstep: Class 21 contains 15217 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
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Iteration 135Q: 23 clusters Score -8.00471e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2235 members 
Mstep: Class 3 contains 28280 members 
Mstep: Class 4 contains 15430 members 
Mstep: Class 5 contains 33575 members 
Mstep: Class 6 contains 16519 members 
Mstep: Class 7 contains 1793 members 
Mstep: Class 8 contains 88578 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5200 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4207 members 
Mstep: Class 15 contains 48176 members 
Mstep: Class 16 contains 33828 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 9913 members 
Mstep: Class 19 contains 182043 members 
Mstep: Class 20 contains 177566 members 
Mstep: Class 21 contains 15222 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
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Iteration 136Q: 23 clusters Score -8.004693e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2233 members 
Mstep: Class 3 contains 28205 members 
Mstep: Class 4 contains 15435 members 
Mstep: Class 5 contains 33590 members 
Mstep: Class 6 contains 16721 members 
Mstep: Class 7 contains 1795 members 
Mstep: Class 8 contains 88489 members 
Mstep: Class 9 contains 5796 members 
Mstep: Class 10 contains 4987 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5196 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4209 members 
Mstep: Class 15 contains 48176 members 
Mstep: Class 16 contains 33845 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 9912 members 
Mstep: Class 19 contains 185294 members 
Mstep: Class 20 contains 174246 members 
Mstep: Class 21 contains 15223 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
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Iteration 137Q: 23 clusters Score -8.004668e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 28138 members 
Mstep: Class 4 contains 15442 members 
Mstep: Class 5 contains 33604 members 
Mstep: Class 6 contains 16907 members 
Mstep: Class 7 contains 1799 members 
Mstep: Class 8 contains 88373 members 
Mstep: Class 9 contains 5800 members 
Mstep: Class 10 contains 4990 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5196 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4217 members 
Mstep: Class 15 contains 48179 members 
Mstep: Class 16 contains 33853 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 9923 members 
Mstep: Class 19 contains 188798 members 
Mstep: Class 20 contains 170685 members 
Mstep: Class 21 contains 15230 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
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Iteration 138Q: 23 clusters Score -8.004636e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2231 members 
Mstep: Class 3 contains 28027 members 
Mstep: Class 4 contains 15448 members 
Mstep: Class 5 contains 33621 members 
Mstep: Class 6 contains 17102 members 
Mstep: Class 7 contains 1802 members 
Mstep: Class 8 contains 88278 members 
Mstep: Class 9 contains 5795 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5208 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4225 members 
Mstep: Class 15 contains 48176 members 
Mstep: Class 16 contains 33846 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 9918 members 
Mstep: Class 19 contains 192735 members 
Mstep: Class 20 contains 166723 members 
Mstep: Class 21 contains 15241 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
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Iteration 139Q: 23 clusters Score -8.004753e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2229 members 
Mstep: Class 3 contains 27887 members 
Mstep: Class 4 contains 15458 members 
Mstep: Class 5 contains 33601 members 
Mstep: Class 6 contains 17296 members 
Mstep: Class 7 contains 1802 members 
Mstep: Class 8 contains 88066 members 
Mstep: Class 9 contains 5793 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5214 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4227 members 
Mstep: Class 15 contains 48161 members 
Mstep: Class 16 contains 33829 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 9900 members 
Mstep: Class 19 contains 197738 members 
Mstep: Class 20 contains 161966 members 
Mstep: Class 21 contains 15243 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
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Iteration 140F: 23 clusters Score -8.004818e+07 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2234 members 
Mstep: Class 3 contains 27734 members 
Mstep: Class 4 contains 15441 members 
Mstep: Class 5 contains 33571 members 
Mstep: Class 6 contains 17481 members 
Mstep: Class 7 contains 1801 members 
Mstep: Class 8 contains 87740 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5219 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4227 members 
Mstep: Class 15 contains 48085 members 
Mstep: Class 16 contains 33808 members 
Mstep: Class 17 contains 941 members 
Mstep: Class 18 contains 9855 members 
Mstep: Class 19 contains 204142 members 
Mstep: Class 20 contains 156087 members 
Mstep: Class 21 contains 15248 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
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Iteration 141Q: 23 clusters Score -8.00491e+07 nChanged 12386
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2230 members 
Mstep: Class 3 contains 27501 members 
Mstep: Class 4 contains 15403 members 
Mstep: Class 5 contains 33585 members 
Mstep: Class 6 contains 17680 members 
Mstep: Class 7 contains 1801 members 
Mstep: Class 8 contains 87262 members 
Mstep: Class 9 contains 5783 members 
Mstep: Class 10 contains 4898 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5223 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 4221 members 
Mstep: Class 15 contains 48061 members 
Mstep: Class 16 contains 33746 members 
Mstep: Class 17 contains 941 members 
Mstep: Class 18 contains 9783 members 
Mstep: Class 19 contains 211827 members 
Mstep: Class 20 contains 149170 members 
Mstep: Class 21 contains 15261 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
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Iteration 142Q: 23 clusters Score -8.004893e+07 nChanged 14637
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2231 members 
Mstep: Class 3 contains 27227 members 
Mstep: Class 4 contains 15279 members 
Mstep: Class 5 contains 33599 members 
Mstep: Class 6 contains 17899 members 
Mstep: Class 7 contains 1797 members 
Mstep: Class 8 contains 86812 members 
Mstep: Class 9 contains 5778 members 
Mstep: Class 10 contains 4819 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5217 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 4214 members 
Mstep: Class 15 contains 48113 members 
Mstep: Class 16 contains 33730 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 18 contains 9702 members 
Mstep: Class 19 contains 220242 members 
Mstep: Class 20 contains 141513 members 
Mstep: Class 21 contains 15279 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
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Iteration 143Q: 23 clusters Score -8.004739e+07 nChanged 16970
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2234 members 
Mstep: Class 3 contains 26975 members 
Mstep: Class 4 contains 15164 members 
Mstep: Class 5 contains 33608 members 
Mstep: Class 6 contains 18252 members 
Mstep: Class 7 contains 1797 members 
Mstep: Class 8 contains 86546 members 
Mstep: Class 9 contains 5775 members 
Mstep: Class 10 contains 4728 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5216 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 4209 members 
Mstep: Class 15 contains 48209 members 
Mstep: Class 16 contains 33742 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 18 contains 9643 members 
Mstep: Class 19 contains 228553 members 
Mstep: Class 20 contains 133512 members 
Mstep: Class 21 contains 15296 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
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Iteration 144Q: 23 clusters Score -8.004374e+07 nChanged 18196
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 2240 members 
Mstep: Class 3 contains 26822 members 
Mstep: Class 4 contains 15119 members 
Mstep: Class 5 contains 33601 members 
Mstep: Class 6 contains 18696 members 
Mstep: Class 7 contains 1801 members 
Mstep: Class 8 contains 86618 members 
Mstep: Class 9 contains 5773 members 
Mstep: Class 10 contains 4632 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5204 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 4220 members 
Mstep: Class 15 contains 48387 members 
Mstep: Class 16 contains 33775 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 18 contains 9608 members 
Mstep: Class 19 contains 235225 members 
Mstep: Class 20 contains 126447 members 
Mstep: Class 21 contains 15303 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
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Iteration 145Q: 23 clusters Score -8.003946e+07 nChanged 17427
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 2243 members 
Mstep: Class 3 contains 26861 members 
Mstep: Class 4 contains 15129 members 
Mstep: Class 5 contains 33670 members 
Mstep: Class 6 contains 19120 members 
Mstep: Class 7 contains 1799 members 
Mstep: Class 8 contains 87130 members 
Mstep: Class 9 contains 5771 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5192 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 4255 members 
Mstep: Class 15 contains 48561 members 
Mstep: Class 16 contains 33819 members 
Mstep: Class 17 contains 938 members 
Mstep: Class 18 contains 9625 members 
Mstep: Class 19 contains 238959 members 
Mstep: Class 20 contains 121436 members 
Mstep: Class 21 contains 15311 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
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Iteration 146Q: 23 clusters Score -8.003594e+07 nChanged 15165
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2242 members 
Mstep: Class 3 contains 27033 members 
Mstep: Class 4 contains 15163 members 
Mstep: Class 5 contains 33770 members 
Mstep: Class 6 contains 19538 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 87990 members 
Mstep: Class 9 contains 5777 members 
Mstep: Class 10 contains 4639 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5197 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 4270 members 
Mstep: Class 15 contains 48748 members 
Mstep: Class 16 contains 33861 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 18 contains 9695 members 
Mstep: Class 19 contains 239879 members 
Mstep: Class 20 contains 118582 members 
Mstep: Class 21 contains 15314 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
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Iteration 147Q: 23 clusters Score -8.003364e+07 nChanged 13145
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 27333 members 
Mstep: Class 4 contains 15289 members 
Mstep: Class 5 contains 33888 members 
Mstep: Class 6 contains 19821 members 
Mstep: Class 7 contains 1798 members 
Mstep: Class 8 contains 89047 members 
Mstep: Class 9 contains 5777 members 
Mstep: Class 10 contains 4672 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5210 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4268 members 
Mstep: Class 15 contains 48868 members 
Mstep: Class 16 contains 33908 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 18 contains 9774 members 
Mstep: Class 19 contains 238722 members 
Mstep: Class 20 contains 117568 members 
Mstep: Class 21 contains 15322 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
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Iteration 148Q: 23 clusters Score -8.003278e+07 nChanged 11265
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 27718 members 
Mstep: Class 4 contains 15442 members 
Mstep: Class 5 contains 34012 members 
Mstep: Class 6 contains 20005 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 8 contains 90162 members 
Mstep: Class 9 contains 5781 members 
Mstep: Class 10 contains 4716 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5228 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4284 members 
Mstep: Class 15 contains 48887 members 
Mstep: Class 16 contains 33959 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 9858 members 
Mstep: Class 19 contains 236461 members 
Mstep: Class 20 contains 117630 members 
Mstep: Class 21 contains 15330 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
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Iteration 149Q: 23 clusters Score -8.003354e+07 nChanged 9768
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 28041 members 
Mstep: Class 4 contains 15621 members 
Mstep: Class 5 contains 34119 members 
Mstep: Class 6 contains 20109 members 
Mstep: Class 7 contains 1786 members 
Mstep: Class 8 contains 91247 members 
Mstep: Class 9 contains 5786 members 
Mstep: Class 10 contains 4777 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5248 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4303 members 
Mstep: Class 15 contains 48772 members 
Mstep: Class 16 contains 34024 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 9936 members 
Mstep: Class 19 contains 233959 members 
Mstep: Class 20 contains 118220 members 
Mstep: Class 21 contains 15328 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Iteration 150Q: 23 clusters Score -8.003501e+07 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 2231 members 
Mstep: Class 3 contains 28372 members 
Mstep: Class 4 contains 15786 members 
Mstep: Class 5 contains 34219 members 
Mstep: Class 6 contains 20157 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 92309 members 
Mstep: Class 9 contains 5782 members 
Mstep: Class 10 contains 4830 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5274 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4315 members 
Mstep: Class 15 contains 48617 members 
Mstep: Class 16 contains 34046 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10015 members 
Mstep: Class 19 contains 231351 members 
Mstep: Class 20 contains 119100 members 
Mstep: Class 21 contains 15322 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Iteration 151Q: 23 clusters Score -8.003647e+07 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 28687 members 
Mstep: Class 4 contains 15899 members 
Mstep: Class 5 contains 34326 members 
Mstep: Class 6 contains 20147 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 93288 members 
Mstep: Class 9 contains 5779 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5292 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 48460 members 
Mstep: Class 16 contains 34060 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 10084 members 
Mstep: Class 19 contains 228901 members 
Mstep: Class 20 contains 120063 members 
Mstep: Class 21 contains 15323 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Iteration 152Q: 23 clusters Score -8.003826e+07 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 28931 members 
Mstep: Class 4 contains 16027 members 
Mstep: Class 5 contains 34432 members 
Mstep: Class 6 contains 20034 members 
Mstep: Class 7 contains 1761 members 
Mstep: Class 8 contains 94116 members 
Mstep: Class 9 contains 5777 members 
Mstep: Class 10 contains 4900 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5305 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4326 members 
Mstep: Class 15 contains 48304 members 
Mstep: Class 16 contains 34051 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 10137 members 
Mstep: Class 19 contains 226663 members 
Mstep: Class 20 contains 121202 members 
Mstep: Class 21 contains 15319 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Iteration 153Q: 23 clusters Score -8.003974e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2233 members 
Mstep: Class 3 contains 29105 members 
Mstep: Class 4 contains 16136 members 
Mstep: Class 5 contains 34510 members 
Mstep: Class 6 contains 19870 members 
Mstep: Class 7 contains 1758 members 
Mstep: Class 8 contains 94766 members 
Mstep: Class 9 contains 5772 members 
Mstep: Class 10 contains 4930 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5319 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4311 members 
Mstep: Class 15 contains 48155 members 
Mstep: Class 16 contains 34066 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 10177 members 
Mstep: Class 19 contains 224796 members 
Mstep: Class 20 contains 122303 members 
Mstep: Class 21 contains 15313 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Iteration 154Q: 23 clusters Score -8.004082e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 29199 members 
Mstep: Class 4 contains 16207 members 
Mstep: Class 5 contains 34574 members 
Mstep: Class 6 contains 19746 members 
Mstep: Class 7 contains 1757 members 
Mstep: Class 8 contains 95260 members 
Mstep: Class 9 contains 5768 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5333 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4307 members 
Mstep: Class 15 contains 47993 members 
Mstep: Class 16 contains 34077 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 10226 members 
Mstep: Class 19 contains 223268 members 
Mstep: Class 20 contains 123339 members 
Mstep: Class 21 contains 15313 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80042128.000000 Penalty: 73299.523438
Iteration 155Q: 23 clusters Score -8.004213e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2229 members 
Mstep: Class 3 contains 29258 members 
Mstep: Class 4 contains 16265 members 
Mstep: Class 5 contains 34618 members 
Mstep: Class 6 contains 19630 members 
Mstep: Class 7 contains 1755 members 
Mstep: Class 8 contains 95623 members 
Mstep: Class 9 contains 5768 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4296 members 
Mstep: Class 15 contains 47816 members 
Mstep: Class 16 contains 34091 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 222096 members 
Mstep: Class 20 contains 124242 members 
Mstep: Class 21 contains 15315 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043232.000000 Penalty: 73299.523438
Iteration 156Q: 23 clusters Score -8.004323e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2228 members 
Mstep: Class 3 contains 29297 members 
Mstep: Class 4 contains 16311 members 
Mstep: Class 5 contains 34658 members 
Mstep: Class 6 contains 19569 members 
Mstep: Class 7 contains 1752 members 
Mstep: Class 8 contains 95935 members 
Mstep: Class 9 contains 5757 members 
Mstep: Class 10 contains 4921 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5356 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 47666 members 
Mstep: Class 16 contains 34088 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 221001 members 
Mstep: Class 20 contains 125124 members 
Mstep: Class 21 contains 15315 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044400.000000 Penalty: 73299.523438
Iteration 157Q: 23 clusters Score -8.00444e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 2226 members 
Mstep: Class 3 contains 29320 members 
Mstep: Class 4 contains 16326 members 
Mstep: Class 5 contains 34699 members 
Mstep: Class 6 contains 19467 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 96202 members 
Mstep: Class 9 contains 5753 members 
Mstep: Class 10 contains 4916 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5369 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4301 members 
Mstep: Class 15 contains 47506 members 
Mstep: Class 16 contains 34087 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 10283 members 
Mstep: Class 19 contains 220111 members 
Mstep: Class 20 contains 125912 members 
Mstep: Class 21 contains 15317 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80045168.000000 Penalty: 73299.523438
Iteration 158Q: 23 clusters Score -8.004517e+07 nChanged 3985
Entering ConstructFrom: 
Score: -80045168.000000 Penalty: 73299.523438
Entering ConstructFrom: 
Trying to split cluster 1 (6171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Entering Unmasked Estep 
Score: -708270.812500 Penalty: 2164.448730
	Iteration 0F: 2 clusters Score -708270.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -703026.312500 Penalty: 4328.897461
	Iteration 0F: 3 clusters Score -703026.3 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -704769.375000 Penalty: 4328.897461
	Iteration 1F: 3 clusters Score -704769.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -705403.937500 Penalty: 4328.897461
	Iteration 2F: 3 clusters Score -705403.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -705915.375000 Penalty: 4328.897461
	Iteration 3F: 3 clusters Score -705915.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -706291.687500 Penalty: 4328.897461
	Iteration 4F: 3 clusters Score -706291.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -706510.625000 Penalty: 4328.897461
	Iteration 5F: 3 clusters Score -706510.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -706691.875000 Penalty: 4328.897461
	Iteration 6Q: 3 clusters Score -706691.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -706815.312500 Penalty: 4328.897461
	Iteration 7Q: 3 clusters Score -706815.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -706903.875000 Penalty: 4328.897461
	Iteration 8Q: 3 clusters Score -706903.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -706959.187500 Penalty: 4328.897461
	Iteration 9Q: 3 clusters Score -706959.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -706997.250000 Penalty: 4328.897461
	Iteration 10Q: 3 clusters Score -706997.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -707029.875000 Penalty: 4328.897461
	Iteration 11Q: 3 clusters Score -707029.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -707052.625000 Penalty: 4328.897461
	Iteration 12Q: 3 clusters Score -707052.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -707077.062500 Penalty: 4328.897461
	Iteration 13Q: 3 clusters Score -707077.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -707097.312500 Penalty: 4328.897461
	Iteration 14Q: 3 clusters Score -707097.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -707116.187500 Penalty: 4328.897461
	Iteration 15Q: 3 clusters Score -707116.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -707131.937500 Penalty: 4328.897461
	Iteration 16Q: 3 clusters Score -707131.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -707142.000000 Penalty: 4328.897461
	Iteration 17Q: 3 clusters Score -707142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -707151.375000 Penalty: 4328.897461
	Iteration 18Q: 3 clusters Score -707151.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -707157.875000 Penalty: 4328.897461
	Iteration 19Q: 3 clusters Score -707157.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -707167.125000 Penalty: 4328.897461
	Iteration 20F: 3 clusters Score -707167.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -707173.062500 Penalty: 4328.897461
	Iteration 21Q: 3 clusters Score -707173.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -707178.000000 Penalty: 4328.897461
	Iteration 22Q: 3 clusters Score -707178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -707183.187500 Penalty: 4328.897461
	Iteration 23Q: 3 clusters Score -707183.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -707185.250000 Penalty: 4328.897461
	Iteration 24Q: 3 clusters Score -707185.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -707185.687500 Penalty: 4328.897461
	Iteration 25Q: 3 clusters Score -707185.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -707190.250000 Penalty: 4328.897461
	Iteration 26Q: 3 clusters Score -707190.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -707189.812500 Penalty: 4328.897461
	Iteration 27Q: 3 clusters Score -707189.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -707189.375000 Penalty: 4328.897461
	Iteration 28Q: 3 clusters Score -707189.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -707193.062500 Penalty: 4328.897461
	Iteration 29Q: 3 clusters Score -707193.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -707196.125000 Penalty: 4328.897461
	Iteration 30Q: 3 clusters Score -707196.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -707196.562500 Penalty: 4328.897461
	Iteration 31Q: 3 clusters Score -707196.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -707197.750000 Penalty: 4328.897461
	Iteration 32Q: 3 clusters Score -707197.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -707198.250000 Penalty: 4328.897461
	Iteration 33Q: 3 clusters Score -707198.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -707198.250000 Penalty: 4328.897461
	Iteration 34F: 3 clusters Score -707198.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Entering Unmasked Estep 
Score: -252473.140625 Penalty: 1911.351562
	Iteration 0F: 2 clusters Score -252473.1 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 1074 members 
Entering Unmasked Estep 
Score: -249679.500000 Penalty: 3822.703125
	Iteration 0F: 3 clusters Score -249679.5 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -250226.437500 Penalty: 3822.703125
	Iteration 1F: 3 clusters Score -250226.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -250401.218750 Penalty: 3822.703125
	Iteration 2F: 3 clusters Score -250401.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -250544.609375 Penalty: 3822.703125
	Iteration 3F: 3 clusters Score -250544.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -250736.671875 Penalty: 3822.703125
	Iteration 4Q: 3 clusters Score -250736.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -250940.234375 Penalty: 3822.703125
	Iteration 5Q: 3 clusters Score -250940.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -251151.640625 Penalty: 3822.703125
	Iteration 6Q: 3 clusters Score -251151.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -251373.453125 Penalty: 3822.703125
	Iteration 7F: 3 clusters Score -251373.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -251525.421875 Penalty: 3822.703125
	Iteration 8Q: 3 clusters Score -251525.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -251628.515625 Penalty: 3822.703125
	Iteration 9Q: 3 clusters Score -251628.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -251697.312500 Penalty: 3822.703125
	Iteration 10Q: 3 clusters Score -251697.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -251766.234375 Penalty: 3822.703125
	Iteration 11Q: 3 clusters Score -251766.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -251830.921875 Penalty: 3822.703125
	Iteration 12Q: 3 clusters Score -251830.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -251876.140625 Penalty: 3822.703125
	Iteration 13Q: 3 clusters Score -251876.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -251909.046875 Penalty: 3822.703125
	Iteration 14Q: 3 clusters Score -251909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -251925.109375 Penalty: 3822.703125
	Iteration 15Q: 3 clusters Score -251925.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -251944.000000 Penalty: 3822.703125
	Iteration 16Q: 3 clusters Score -251944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -251963.953125 Penalty: 3822.703125
	Iteration 17Q: 3 clusters Score -251964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -251979.671875 Penalty: 3822.703125
	Iteration 18Q: 3 clusters Score -251979.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -251994.625000 Penalty: 3822.703125
	Iteration 19Q: 3 clusters Score -251994.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -252005.015625 Penalty: 3822.703125
	Iteration 20F: 3 clusters Score -252005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -252014.890625 Penalty: 3822.703125
	Iteration 21Q: 3 clusters Score -252014.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -252021.921875 Penalty: 3822.703125
	Iteration 22Q: 3 clusters Score -252021.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -252028.484375 Penalty: 3822.703125
	Iteration 23Q: 3 clusters Score -252028.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -252042.312500 Penalty: 3822.703125
	Iteration 24Q: 3 clusters Score -252042.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -252070.734375 Penalty: 3822.703125
	Iteration 25Q: 3 clusters Score -252070.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -252107.750000 Penalty: 3822.703125
	Iteration 26Q: 3 clusters Score -252107.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -252130.734375 Penalty: 3822.703125
	Iteration 27Q: 3 clusters Score -252130.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -252138.703125 Penalty: 3822.703125
	Iteration 28Q: 3 clusters Score -252138.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -252146.093750 Penalty: 3822.703125
	Iteration 29Q: 3 clusters Score -252146.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -252149.406250 Penalty: 3822.703125
	Iteration 30Q: 3 clusters Score -252149.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -252152.968750 Penalty: 3822.703125
	Iteration 31Q: 3 clusters Score -252153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -252156.562500 Penalty: 3822.703125
	Iteration 32Q: 3 clusters Score -252156.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -252159.218750 Penalty: 3822.703125
	Iteration 33Q: 3 clusters Score -252159.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -252165.109375 Penalty: 3822.703125
	Iteration 34Q: 3 clusters Score -252165.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -252172.500000 Penalty: 3822.703125
	Iteration 35Q: 3 clusters Score -252172.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -252181.593750 Penalty: 3822.703125
	Iteration 36Q: 3 clusters Score -252181.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -252188.562500 Penalty: 3822.703125
	Iteration 37Q: 3 clusters Score -252188.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -252191.265625 Penalty: 3822.703125
	Iteration 38Q: 3 clusters Score -252191.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -252192.031250 Penalty: 3822.703125
	Iteration 39Q: 3 clusters Score -252192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -252193.406250 Penalty: 3822.703125
	Iteration 40F: 3 clusters Score -252193.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -252193.750000 Penalty: 3822.703125
	Iteration 41Q: 3 clusters Score -252193.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -252193.750000 Penalty: 3822.703125
	Iteration 42F: 3 clusters Score -252193.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Entering Unmasked Estep 
Score: -3563528.250000 Penalty: 2550.985107
	Iteration 0F: 2 clusters Score -3563528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -3543455.000000 Penalty: 5101.970215
	Iteration 0F: 3 clusters Score -3543455 nChanged 13222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -3550694.250000 Penalty: 5101.970215
	Iteration 1F: 3 clusters Score -3550694 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -3551185.750000 Penalty: 5101.970215
	Iteration 2Q: 3 clusters Score -3551186 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -3551684.000000 Penalty: 5101.970215
	Iteration 3Q: 3 clusters Score -3551684 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -3552242.250000 Penalty: 5101.970215
	Iteration 4Q: 3 clusters Score -3552242 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -3552899.500000 Penalty: 5101.970215
	Iteration 5Q: 3 clusters Score -3552900 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -3553764.250000 Penalty: 5101.970215
	Iteration 6F: 3 clusters Score -3553764 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -3554837.750000 Penalty: 5101.970215
	Iteration 7F: 3 clusters Score -3554838 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -3556088.250000 Penalty: 5101.970215
	Iteration 8F: 3 clusters Score -3556088 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -3557364.750000 Penalty: 5101.970215
	Iteration 9F: 3 clusters Score -3557365 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -3558439.500000 Penalty: 5101.970215
	Iteration 10Q: 3 clusters Score -3558440 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -3559239.500000 Penalty: 5101.970215
	Iteration 11Q: 3 clusters Score -3559240 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -3559799.000000 Penalty: 5101.970215
	Iteration 12Q: 3 clusters Score -3559799 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -3560177.250000 Penalty: 5101.970215
	Iteration 13Q: 3 clusters Score -3560177 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -3560437.750000 Penalty: 5101.970215
	Iteration 14Q: 3 clusters Score -3560438 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -3560600.750000 Penalty: 5101.970215
	Iteration 15Q: 3 clusters Score -3560601 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -3560714.250000 Penalty: 5101.970215
	Iteration 16Q: 3 clusters Score -3560714 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -3560794.250000 Penalty: 5101.970215
	Iteration 17Q: 3 clusters Score -3560794 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -3560876.000000 Penalty: 5101.970215
	Iteration 18Q: 3 clusters Score -3560876 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -3560955.750000 Penalty: 5101.970215
	Iteration 19Q: 3 clusters Score -3560956 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -3561011.000000 Penalty: 5101.970215
	Iteration 20F: 3 clusters Score -3561011 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -3561059.000000 Penalty: 5101.970215
	Iteration 21Q: 3 clusters Score -3561059 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -3561100.250000 Penalty: 5101.970215
	Iteration 22Q: 3 clusters Score -3561100 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -3561131.000000 Penalty: 5101.970215
	Iteration 23Q: 3 clusters Score -3561131 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -3561157.500000 Penalty: 5101.970215
	Iteration 24Q: 3 clusters Score -3561158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -3561170.500000 Penalty: 5101.970215
	Iteration 25Q: 3 clusters Score -3561170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -3561181.500000 Penalty: 5101.970215
	Iteration 26Q: 3 clusters Score -3561182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -3561193.000000 Penalty: 5101.970215
	Iteration 27Q: 3 clusters Score -3561193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -3561210.500000 Penalty: 5101.970215
	Iteration 28Q: 3 clusters Score -3561210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -3561220.250000 Penalty: 5101.970215
	Iteration 29Q: 3 clusters Score -3561220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -3561219.750000 Penalty: 5101.970215
	Iteration 30Q: 3 clusters Score -3561220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -3561228.000000 Penalty: 5101.970215
	Iteration 31Q: 3 clusters Score -3561228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -3561229.000000 Penalty: 5101.970215
	Iteration 32Q: 3 clusters Score -3561229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -3561228.500000 Penalty: 5101.970215
	Iteration 33Q: 3 clusters Score -3561228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -3561235.750000 Penalty: 5101.970215
	Iteration 34Q: 3 clusters Score -3561236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -3561235.000000 Penalty: 5101.970215
	Iteration 35Q: 3 clusters Score -3561235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -3561235.000000 Penalty: 5101.970215
	Iteration 36F: 3 clusters Score -3561235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Entering Unmasked Estep 
Score: -1979818.500000 Penalty: 2405.758057
	Iteration 0F: 2 clusters Score -1979818 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 8024 members 
Entering Unmasked Estep 
Score: -1968130.250000 Penalty: 4811.516113
	Iteration 0F: 3 clusters Score -1968130 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1971880.750000 Penalty: 4811.516113
	Iteration 1F: 3 clusters Score -1971881 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1972376.000000 Penalty: 4811.516113
	Iteration 2F: 3 clusters Score -1972376 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1972893.000000 Penalty: 4811.516113
	Iteration 3F: 3 clusters Score -1972893 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1973539.125000 Penalty: 4811.516113
	Iteration 4F: 3 clusters Score -1973539 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1974277.875000 Penalty: 4811.516113
	Iteration 5F: 3 clusters Score -1974278 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1975151.625000 Penalty: 4811.516113
	Iteration 6F: 3 clusters Score -1975152 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1976034.625000 Penalty: 4811.516113
	Iteration 7F: 3 clusters Score -1976035 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1976760.375000 Penalty: 4811.516113
	Iteration 8Q: 3 clusters Score -1976760 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1977186.000000 Penalty: 4811.516113
	Iteration 9Q: 3 clusters Score -1977186 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1977441.000000 Penalty: 4811.516113
	Iteration 10Q: 3 clusters Score -1977441 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1977587.750000 Penalty: 4811.516113
	Iteration 11Q: 3 clusters Score -1977588 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1977695.000000 Penalty: 4811.516113
	Iteration 12Q: 3 clusters Score -1977695 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1977760.750000 Penalty: 4811.516113
	Iteration 13Q: 3 clusters Score -1977761 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1977790.000000 Penalty: 4811.516113
	Iteration 14Q: 3 clusters Score -1977790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1977811.875000 Penalty: 4811.516113
	Iteration 15Q: 3 clusters Score -1977812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1977823.625000 Penalty: 4811.516113
	Iteration 16Q: 3 clusters Score -1977824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1977840.875000 Penalty: 4811.516113
	Iteration 17Q: 3 clusters Score -1977841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1977846.750000 Penalty: 4811.516113
	Iteration 18Q: 3 clusters Score -1977847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1977849.000000 Penalty: 4811.516113
	Iteration 19Q: 3 clusters Score -1977849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1977852.125000 Penalty: 4811.516113
	Iteration 20F: 3 clusters Score -1977852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1977854.125000 Penalty: 4811.516113
	Iteration 21Q: 3 clusters Score -1977854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1977852.125000 Penalty: 4811.516113
	Iteration 22Q: 3 clusters Score -1977852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1977852.125000 Penalty: 4811.516113
	Iteration 23F: 3 clusters Score -1977852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Entering Unmasked Estep 
Score: -4199540.500000 Penalty: 2592.964844
	Iteration 0F: 2 clusters Score -4199540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -4175739.250000 Penalty: 5185.929688
	Iteration 0F: 3 clusters Score -4175739 nChanged 15903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -4184608.750000 Penalty: 5185.929688
	Iteration 1F: 3 clusters Score -4184609 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -4185427.750000 Penalty: 5185.929688
	Iteration 2F: 3 clusters Score -4185428 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -4186421.750000 Penalty: 5185.929688
	Iteration 3F: 3 clusters Score -4186422 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -4187570.000000 Penalty: 5185.929688
	Iteration 4F: 3 clusters Score -4187570 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -4188820.750000 Penalty: 5185.929688
	Iteration 5F: 3 clusters Score -4188821 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -4190198.750000 Penalty: 5185.929688
	Iteration 6F: 3 clusters Score -4190199 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -4191710.000000 Penalty: 5185.929688
	Iteration 7F: 3 clusters Score -4191710 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -4193151.000000 Penalty: 5185.929688
	Iteration 8F: 3 clusters Score -4193151 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -4194449.500000 Penalty: 5185.929688
	Iteration 9Q: 3 clusters Score -4194450 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -4195532.500000 Penalty: 5185.929688
	Iteration 10Q: 3 clusters Score -4195532 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -4196211.500000 Penalty: 5185.929688
	Iteration 11Q: 3 clusters Score -4196212 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -4196653.000000 Penalty: 5185.929688
	Iteration 12Q: 3 clusters Score -4196653 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -4196931.000000 Penalty: 5185.929688
	Iteration 13Q: 3 clusters Score -4196931 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -4197061.500000 Penalty: 5185.929688
	Iteration 14Q: 3 clusters Score -4197062 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -4197115.500000 Penalty: 5185.929688
	Iteration 15Q: 3 clusters Score -4197116 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -4197159.500000 Penalty: 5185.929688
	Iteration 16Q: 3 clusters Score -4197160 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -4197202.000000 Penalty: 5185.929688
	Iteration 17Q: 3 clusters Score -4197202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -4197227.500000 Penalty: 5185.929688
	Iteration 18Q: 3 clusters Score -4197228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -4197258.500000 Penalty: 5185.929688
	Iteration 19Q: 3 clusters Score -4197258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -4197278.000000 Penalty: 5185.929688
	Iteration 20F: 3 clusters Score -4197278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -4197289.500000 Penalty: 5185.929688
	Iteration 21Q: 3 clusters Score -4197290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -4197293.500000 Penalty: 5185.929688
	Iteration 22Q: 3 clusters Score -4197294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -4197300.000000 Penalty: 5185.929688
	Iteration 23Q: 3 clusters Score -4197300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -4197307.000000 Penalty: 5185.929688
	Iteration 24Q: 3 clusters Score -4197307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -4197320.500000 Penalty: 5185.929688
	Iteration 25Q: 3 clusters Score -4197320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -4197328.500000 Penalty: 5185.929688
	Iteration 26Q: 3 clusters Score -4197328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -4197338.000000 Penalty: 5185.929688
	Iteration 27Q: 3 clusters Score -4197338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -4197339.500000 Penalty: 5185.929688
	Iteration 28Q: 3 clusters Score -4197340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -4197341.000000 Penalty: 5185.929688
	Iteration 29Q: 3 clusters Score -4197341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -4197345.500000 Penalty: 5185.929688
	Iteration 30Q: 3 clusters Score -4197346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -4197347.500000 Penalty: 5185.929688
	Iteration 31Q: 3 clusters Score -4197348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -4197347.000000 Penalty: 5185.929688
	Iteration 32Q: 3 clusters Score -4197347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -4197350.000000 Penalty: 5185.929688
	Iteration 33Q: 3 clusters Score -4197350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -4197351.000000 Penalty: 5185.929688
	Iteration 34Q: 3 clusters Score -4197351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -4197352.000000 Penalty: 5185.929688
	Iteration 35Q: 3 clusters Score -4197352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -4197352.000000 Penalty: 5185.929688
	Iteration 36F: 3 clusters Score -4197352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Entering Unmasked Estep 
Score: -2340967.750000 Penalty: 2448.101807
	Iteration 0F: 2 clusters Score -2340968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2327361.500000 Penalty: 4896.203613
	Iteration 0F: 3 clusters Score -2327362 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2331809.500000 Penalty: 4896.203613
	Iteration 1F: 3 clusters Score -2331810 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2332203.000000 Penalty: 4896.203613
	Iteration 2F: 3 clusters Score -2332203 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2332578.250000 Penalty: 4896.203613
	Iteration 3Q: 3 clusters Score -2332578 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2332923.250000 Penalty: 4896.203613
	Iteration 4Q: 3 clusters Score -2332923 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2333232.250000 Penalty: 4896.203613
	Iteration 5Q: 3 clusters Score -2333232 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2333601.250000 Penalty: 4896.203613
	Iteration 6Q: 3 clusters Score -2333601 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2334043.250000 Penalty: 4896.203613
	Iteration 7Q: 3 clusters Score -2334043 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2334584.250000 Penalty: 4896.203613
	Iteration 8Q: 3 clusters Score -2334584 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2335262.000000 Penalty: 4896.203613
	Iteration 9F: 3 clusters Score -2335262 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -2336009.250000 Penalty: 4896.203613
	Iteration 10F: 3 clusters Score -2336009 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2336579.500000 Penalty: 4896.203613
	Iteration 11Q: 3 clusters Score -2336580 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2337035.000000 Penalty: 4896.203613
	Iteration 12Q: 3 clusters Score -2337035 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2337362.500000 Penalty: 4896.203613
	Iteration 13Q: 3 clusters Score -2337362 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2337576.750000 Penalty: 4896.203613
	Iteration 14Q: 3 clusters Score -2337577 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2337747.750000 Penalty: 4896.203613
	Iteration 15Q: 3 clusters Score -2337748 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2337888.000000 Penalty: 4896.203613
	Iteration 16Q: 3 clusters Score -2337888 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2337995.250000 Penalty: 4896.203613
	Iteration 17Q: 3 clusters Score -2337995 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2338093.000000 Penalty: 4896.203613
	Iteration 18Q: 3 clusters Score -2338093 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2338200.750000 Penalty: 4896.203613
	Iteration 19Q: 3 clusters Score -2338201 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2338289.000000 Penalty: 4896.203613
	Iteration 20F: 3 clusters Score -2338289 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2338359.000000 Penalty: 4896.203613
	Iteration 21Q: 3 clusters Score -2338359 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2338410.750000 Penalty: 4896.203613
	Iteration 22Q: 3 clusters Score -2338411 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2338448.750000 Penalty: 4896.203613
	Iteration 23Q: 3 clusters Score -2338449 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2338473.250000 Penalty: 4896.203613
	Iteration 24Q: 3 clusters Score -2338473 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2338492.000000 Penalty: 4896.203613
	Iteration 25Q: 3 clusters Score -2338492 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2338520.250000 Penalty: 4896.203613
	Iteration 26Q: 3 clusters Score -2338520 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2338549.000000 Penalty: 4896.203613
	Iteration 27Q: 3 clusters Score -2338549 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2338575.000000 Penalty: 4896.203613
	Iteration 28Q: 3 clusters Score -2338575 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2338604.250000 Penalty: 4896.203613
	Iteration 29Q: 3 clusters Score -2338604 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2338631.750000 Penalty: 4896.203613
	Iteration 30Q: 3 clusters Score -2338632 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2338665.500000 Penalty: 4896.203613
	Iteration 31Q: 3 clusters Score -2338666 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2338671.750000 Penalty: 4896.203613
	Iteration 32Q: 3 clusters Score -2338672 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2338703.500000 Penalty: 4896.203613
	Iteration 33Q: 3 clusters Score -2338704 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2338720.000000 Penalty: 4896.203613
	Iteration 34Q: 3 clusters Score -2338720 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2338742.750000 Penalty: 4896.203613
	Iteration 35Q: 3 clusters Score -2338743 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2338770.750000 Penalty: 4896.203613
	Iteration 36Q: 3 clusters Score -2338771 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2338796.250000 Penalty: 4896.203613
	Iteration 37Q: 3 clusters Score -2338796 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2338812.000000 Penalty: 4896.203613
	Iteration 38Q: 3 clusters Score -2338812 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2338825.750000 Penalty: 4896.203613
	Iteration 39Q: 3 clusters Score -2338826 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2338841.000000 Penalty: 4896.203613
	Iteration 40F: 3 clusters Score -2338841 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2338855.250000 Penalty: 4896.203613
	Iteration 41Q: 3 clusters Score -2338855 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2338856.500000 Penalty: 4896.203613
	Iteration 42Q: 3 clusters Score -2338856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2338865.000000 Penalty: 4896.203613
	Iteration 43Q: 3 clusters Score -2338865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2338873.000000 Penalty: 4896.203613
	Iteration 44Q: 3 clusters Score -2338873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2338884.500000 Penalty: 4896.203613
	Iteration 45Q: 3 clusters Score -2338884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2338899.000000 Penalty: 4896.203613
	Iteration 46Q: 3 clusters Score -2338899 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2338915.750000 Penalty: 4896.203613
	Iteration 47Q: 3 clusters Score -2338916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2338922.250000 Penalty: 4896.203613
	Iteration 48Q: 3 clusters Score -2338922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2338927.250000 Penalty: 4896.203613
	Iteration 49Q: 3 clusters Score -2338927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2338942.000000 Penalty: 4896.203613
	Iteration 50Q: 3 clusters Score -2338942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2338948.250000 Penalty: 4896.203613
	Iteration 51Q: 3 clusters Score -2338948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -2338952.000000 Penalty: 4896.203613
	Iteration 52Q: 3 clusters Score -2338952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2338953.000000 Penalty: 4896.203613
	Iteration 53Q: 3 clusters Score -2338953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2338957.000000 Penalty: 4896.203613
	Iteration 54Q: 3 clusters Score -2338957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2338963.750000 Penalty: 4896.203613
	Iteration 55Q: 3 clusters Score -2338964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2338977.000000 Penalty: 4896.203613
	Iteration 56Q: 3 clusters Score -2338977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2338982.750000 Penalty: 4896.203613
	Iteration 57Q: 3 clusters Score -2338983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2338992.000000 Penalty: 4896.203613
	Iteration 58Q: 3 clusters Score -2338992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2338992.250000 Penalty: 4896.203613
	Iteration 59Q: 3 clusters Score -2338992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2338994.500000 Penalty: 4896.203613
	Iteration 60F: 3 clusters Score -2338994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -2338996.250000 Penalty: 4896.203613
	Iteration 61Q: 3 clusters Score -2338996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2338999.250000 Penalty: 4896.203613
	Iteration 62Q: 3 clusters Score -2338999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2339004.500000 Penalty: 4896.203613
	Iteration 63Q: 3 clusters Score -2339004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2339003.250000 Penalty: 4896.203613
	Iteration 64Q: 3 clusters Score -2339003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -2339004.250000 Penalty: 4896.203613
	Iteration 65Q: 3 clusters Score -2339004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2339005.750000 Penalty: 4896.203613
	Iteration 66Q: 3 clusters Score -2339006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2339003.750000 Penalty: 4896.203613
	Iteration 67Q: 3 clusters Score -2339004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2339010.250000 Penalty: 4896.203613
	Iteration 68Q: 3 clusters Score -2339010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2339011.500000 Penalty: 4896.203613
	Iteration 69Q: 3 clusters Score -2339012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -2339010.500000 Penalty: 4896.203613
	Iteration 70Q: 3 clusters Score -2339010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2339004.750000 Penalty: 4896.203613
	Iteration 71Q: 3 clusters Score -2339005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2339010.250000 Penalty: 4896.203613
	Iteration 72Q: 3 clusters Score -2339010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2339012.000000 Penalty: 4896.203613
	Iteration 73Q: 3 clusters Score -2339012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2339010.000000 Penalty: 4896.203613
	Iteration 74Q: 3 clusters Score -2339010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2339008.750000 Penalty: 4896.203613
	Iteration 75Q: 3 clusters Score -2339009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -2339007.500000 Penalty: 4896.203613
	Iteration 76Q: 3 clusters Score -2339008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -2339009.250000 Penalty: 4896.203613
	Iteration 77Q: 3 clusters Score -2339009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2339011.500000 Penalty: 4896.203613
	Iteration 78Q: 3 clusters Score -2339012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2339012.250000 Penalty: 4896.203613
	Iteration 79Q: 3 clusters Score -2339012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -2339011.250000 Penalty: 4896.203613
	Iteration 80F: 3 clusters Score -2339011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2339010.250000 Penalty: 4896.203613
	Iteration 81Q: 3 clusters Score -2339010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2339013.000000 Penalty: 4896.203613
	Iteration 82Q: 3 clusters Score -2339013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2339014.000000 Penalty: 4896.203613
	Iteration 83Q: 3 clusters Score -2339014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2339016.750000 Penalty: 4896.203613
	Iteration 84Q: 3 clusters Score -2339017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2339016.750000 Penalty: 4896.203613
	Iteration 85F: 3 clusters Score -2339017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Entering Unmasked Estep 
Score: -208097.468750 Penalty: 1852.049683
	Iteration 0F: 2 clusters Score -208097.5 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 872 members 
Entering Unmasked Estep 
Score: -205622.906250 Penalty: 3704.099365
	Iteration 0F: 3 clusters Score -205622.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -205973.109375 Penalty: 3704.099365
	Iteration 1F: 3 clusters Score -205973.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -206069.781250 Penalty: 3704.099365
	Iteration 2F: 3 clusters Score -206069.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -206138.093750 Penalty: 3704.099365
	Iteration 3Q: 3 clusters Score -206138.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -206174.453125 Penalty: 3704.099365
	Iteration 4Q: 3 clusters Score -206174.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -206200.140625 Penalty: 3704.099365
	Iteration 5Q: 3 clusters Score -206200.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -206214.125000 Penalty: 3704.099365
	Iteration 6Q: 3 clusters Score -206214.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -206238.484375 Penalty: 3704.099365
	Iteration 7Q: 3 clusters Score -206238.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -206258.671875 Penalty: 3704.099365
	Iteration 8Q: 3 clusters Score -206258.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -206273.703125 Penalty: 3704.099365
	Iteration 9Q: 3 clusters Score -206273.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -206284.421875 Penalty: 3704.099365
	Iteration 10Q: 3 clusters Score -206284.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -206289.562500 Penalty: 3704.099365
	Iteration 11Q: 3 clusters Score -206289.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -206294.078125 Penalty: 3704.099365
	Iteration 12Q: 3 clusters Score -206294.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -206298.109375 Penalty: 3704.099365
	Iteration 13Q: 3 clusters Score -206298.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -206300.453125 Penalty: 3704.099365
	Iteration 14Q: 3 clusters Score -206300.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -206302.921875 Penalty: 3704.099365
	Iteration 15Q: 3 clusters Score -206302.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -206304.578125 Penalty: 3704.099365
	Iteration 16Q: 3 clusters Score -206304.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -206306.531250 Penalty: 3704.099365
	Iteration 17Q: 3 clusters Score -206306.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -206309.390625 Penalty: 3704.099365
	Iteration 18Q: 3 clusters Score -206309.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -206311.515625 Penalty: 3704.099365
	Iteration 19Q: 3 clusters Score -206311.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -206312.484375 Penalty: 3704.099365
	Iteration 20F: 3 clusters Score -206312.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -206313.062500 Penalty: 3704.099365
	Iteration 21Q: 3 clusters Score -206313.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -206313.062500 Penalty: 3704.099365
	Iteration 22F: 3 clusters Score -206313.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (96402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96402 members 
Entering Unmasked Estep 
Score: -11544711.000000 Penalty: 2846.117920
	Iteration 0F: 2 clusters Score -1.154471e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 47844 members 
Entering Unmasked Estep 
Score: -11480326.000000 Penalty: 5692.235840
	Iteration 0F: 3 clusters Score -1.148033e+07 nChanged 45570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51498 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -11506356.000000 Penalty: 5692.235840
	Iteration 1F: 3 clusters Score -1.150636e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -11507489.000000 Penalty: 5692.235840
	Iteration 2Q: 3 clusters Score -1.150749e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56385 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -11509057.000000 Penalty: 5692.235840
	Iteration 3Q: 3 clusters Score -1.150906e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60674 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -11511563.000000 Penalty: 5692.235840
	Iteration 4F: 3 clusters Score -1.151156e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66760 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -11515862.000000 Penalty: 5692.235840
	Iteration 5F: 3 clusters Score -1.151586e+07 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74605 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -11522666.000000 Penalty: 5692.235840
	Iteration 6F: 3 clusters Score -1.152267e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82716 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -11530417.000000 Penalty: 5692.235840
	Iteration 7F: 3 clusters Score -1.153042e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89090 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -11536493.000000 Penalty: 5692.235840
	Iteration 8F: 3 clusters Score -1.153649e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92775 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -11539853.000000 Penalty: 5692.235840
	Iteration 9Q: 3 clusters Score -1.153985e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94437 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -11541193.000000 Penalty: 5692.235840
	Iteration 10Q: 3 clusters Score -1.154119e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95104 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -11541758.000000 Penalty: 5692.235840
	Iteration 11Q: 3 clusters Score -1.154176e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95423 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -11541991.000000 Penalty: 5692.235840
	Iteration 12Q: 3 clusters Score -1.154199e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95575 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11542147.000000 Penalty: 5692.235840
	Iteration 13Q: 3 clusters Score -1.154215e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95659 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -11542261.000000 Penalty: 5692.235840
	Iteration 14Q: 3 clusters Score -1.154226e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95708 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -11542347.000000 Penalty: 5692.235840
	Iteration 15Q: 3 clusters Score -1.154235e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95750 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -11542383.000000 Penalty: 5692.235840
	Iteration 16Q: 3 clusters Score -1.154238e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95777 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -11542411.000000 Penalty: 5692.235840
	Iteration 17Q: 3 clusters Score -1.154241e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95788 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -11542419.000000 Penalty: 5692.235840
	Iteration 18Q: 3 clusters Score -1.154242e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95791 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -11542440.000000 Penalty: 5692.235840
	Iteration 19Q: 3 clusters Score -1.154244e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95800 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -11542450.000000 Penalty: 5692.235840
	Iteration 20F: 3 clusters Score -1.154245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95805 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -11542446.000000 Penalty: 5692.235840
	Iteration 21Q: 3 clusters Score -1.154245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95807 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -11542456.000000 Penalty: 5692.235840
	Iteration 22Q: 3 clusters Score -1.154246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95806 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -11542475.000000 Penalty: 5692.235840
	Iteration 23Q: 3 clusters Score -1.154248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95806 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -11542472.000000 Penalty: 5692.235840
	Iteration 24Q: 3 clusters Score -1.154247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95810 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -11542472.000000 Penalty: 5692.235840
	Iteration 25Q: 3 clusters Score -1.154247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95811 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -11542479.000000 Penalty: 5692.235840
	Iteration 26Q: 3 clusters Score -1.154248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95810 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -11542486.000000 Penalty: 5692.235840
	Iteration 27Q: 3 clusters Score -1.154249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95812 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -11542479.000000 Penalty: 5692.235840
	Iteration 28Q: 3 clusters Score -1.154248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95812 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -11542472.000000 Penalty: 5692.235840
	Iteration 29Q: 3 clusters Score -1.154247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95811 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -11542482.000000 Penalty: 5692.235840
	Iteration 30Q: 3 clusters Score -1.154248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95811 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -11542482.000000 Penalty: 5692.235840
	Iteration 31F: 3 clusters Score -1.154248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Entering Unmasked Estep 
Score: -687900.875000 Penalty: 2146.881836
	Iteration 0F: 2 clusters Score -687900.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -682921.687500 Penalty: 4293.763672
	Iteration 0F: 3 clusters Score -682921.7 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -684053.187500 Penalty: 4293.763672
	Iteration 1F: 3 clusters Score -684053.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -684241.687500 Penalty: 4293.763672
	Iteration 2F: 3 clusters Score -684241.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -684370.437500 Penalty: 4293.763672
	Iteration 3Q: 3 clusters Score -684370.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -684472.562500 Penalty: 4293.763672
	Iteration 4Q: 3 clusters Score -684472.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -684543.312500 Penalty: 4293.763672
	Iteration 5Q: 3 clusters Score -684543.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -684612.687500 Penalty: 4293.763672
	Iteration 6Q: 3 clusters Score -684612.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -684670.000000 Penalty: 4293.763672
	Iteration 7Q: 3 clusters Score -684670 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -684720.312500 Penalty: 4293.763672
	Iteration 8Q: 3 clusters Score -684720.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -684758.937500 Penalty: 4293.763672
	Iteration 9Q: 3 clusters Score -684758.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -684797.750000 Penalty: 4293.763672
	Iteration 10Q: 3 clusters Score -684797.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -684842.062500 Penalty: 4293.763672
	Iteration 11Q: 3 clusters Score -684842.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -684894.250000 Penalty: 4293.763672
	Iteration 12Q: 3 clusters Score -684894.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -684944.125000 Penalty: 4293.763672
	Iteration 13Q: 3 clusters Score -684944.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -685000.562500 Penalty: 4293.763672
	Iteration 14Q: 3 clusters Score -685000.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -685056.625000 Penalty: 4293.763672
	Iteration 15Q: 3 clusters Score -685056.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -685107.750000 Penalty: 4293.763672
	Iteration 16Q: 3 clusters Score -685107.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -685165.562500 Penalty: 4293.763672
	Iteration 17Q: 3 clusters Score -685165.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -685224.625000 Penalty: 4293.763672
	Iteration 18Q: 3 clusters Score -685224.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -685293.500000 Penalty: 4293.763672
	Iteration 19Q: 3 clusters Score -685293.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -685355.687500 Penalty: 4293.763672
	Iteration 20F: 3 clusters Score -685355.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -685420.937500 Penalty: 4293.763672
	Iteration 21Q: 3 clusters Score -685420.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -685497.500000 Penalty: 4293.763672
	Iteration 22Q: 3 clusters Score -685497.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -685577.937500 Penalty: 4293.763672
	Iteration 23Q: 3 clusters Score -685577.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -685642.000000 Penalty: 4293.763672
	Iteration 24Q: 3 clusters Score -685642 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -685690.750000 Penalty: 4293.763672
	Iteration 25Q: 3 clusters Score -685690.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -685736.875000 Penalty: 4293.763672
	Iteration 26Q: 3 clusters Score -685736.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -685783.500000 Penalty: 4293.763672
	Iteration 27Q: 3 clusters Score -685783.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -685822.625000 Penalty: 4293.763672
	Iteration 28Q: 3 clusters Score -685822.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -685858.437500 Penalty: 4293.763672
	Iteration 29Q: 3 clusters Score -685858.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -685895.500000 Penalty: 4293.763672
	Iteration 30Q: 3 clusters Score -685895.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -685930.562500 Penalty: 4293.763672
	Iteration 31Q: 3 clusters Score -685930.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -685955.250000 Penalty: 4293.763672
	Iteration 32Q: 3 clusters Score -685955.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -685974.562500 Penalty: 4293.763672
	Iteration 33Q: 3 clusters Score -685974.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -685986.562500 Penalty: 4293.763672
	Iteration 34Q: 3 clusters Score -685986.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -685997.437500 Penalty: 4293.763672
	Iteration 35Q: 3 clusters Score -685997.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -686015.312500 Penalty: 4293.763672
	Iteration 36Q: 3 clusters Score -686015.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -686027.312500 Penalty: 4293.763672
	Iteration 37Q: 3 clusters Score -686027.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -686039.750000 Penalty: 4293.763672
	Iteration 38Q: 3 clusters Score -686039.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -686052.937500 Penalty: 4293.763672
	Iteration 39Q: 3 clusters Score -686052.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -686062.250000 Penalty: 4293.763672
	Iteration 40F: 3 clusters Score -686062.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -686074.812500 Penalty: 4293.763672
	Iteration 41Q: 3 clusters Score -686074.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -686080.562500 Penalty: 4293.763672
	Iteration 42Q: 3 clusters Score -686080.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -686083.562500 Penalty: 4293.763672
	Iteration 43Q: 3 clusters Score -686083.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -686083.562500 Penalty: 4293.763672
	Iteration 44F: 3 clusters Score -686083.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Entering Unmasked Estep 
Score: -593379.250000 Penalty: 2107.809814
	Iteration 0F: 2 clusters Score -593379.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -588895.500000 Penalty: 4215.619629
	Iteration 0F: 3 clusters Score -588895.5 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -589958.812500 Penalty: 4215.619629
	Iteration 1F: 3 clusters Score -589958.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -590170.375000 Penalty: 4215.619629
	Iteration 2F: 3 clusters Score -590170.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -590297.125000 Penalty: 4215.619629
	Iteration 3F: 3 clusters Score -590297.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -590367.625000 Penalty: 4215.619629
	Iteration 4Q: 3 clusters Score -590367.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -590409.750000 Penalty: 4215.619629
	Iteration 5Q: 3 clusters Score -590409.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -590442.937500 Penalty: 4215.619629
	Iteration 6Q: 3 clusters Score -590442.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -590469.625000 Penalty: 4215.619629
	Iteration 7Q: 3 clusters Score -590469.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -590501.875000 Penalty: 4215.619629
	Iteration 8Q: 3 clusters Score -590501.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -590529.937500 Penalty: 4215.619629
	Iteration 9Q: 3 clusters Score -590529.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -590577.187500 Penalty: 4215.619629
	Iteration 10Q: 3 clusters Score -590577.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -590672.562500 Penalty: 4215.619629
	Iteration 11Q: 3 clusters Score -590672.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -590784.750000 Penalty: 4215.619629
	Iteration 12Q: 3 clusters Score -590784.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -590871.937500 Penalty: 4215.619629
	Iteration 13Q: 3 clusters Score -590871.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -590969.437500 Penalty: 4215.619629
	Iteration 14Q: 3 clusters Score -590969.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -591084.562500 Penalty: 4215.619629
	Iteration 15Q: 3 clusters Score -591084.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -591190.750000 Penalty: 4215.619629
	Iteration 16Q: 3 clusters Score -591190.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -591303.812500 Penalty: 4215.619629
	Iteration 17Q: 3 clusters Score -591303.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -591429.000000 Penalty: 4215.619629
	Iteration 18Q: 3 clusters Score -591429 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -591559.312500 Penalty: 4215.619629
	Iteration 19Q: 3 clusters Score -591559.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -591680.187500 Penalty: 4215.619629
	Iteration 20F: 3 clusters Score -591680.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -591799.437500 Penalty: 4215.619629
	Iteration 21Q: 3 clusters Score -591799.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -591922.687500 Penalty: 4215.619629
	Iteration 22Q: 3 clusters Score -591922.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -592031.562500 Penalty: 4215.619629
	Iteration 23Q: 3 clusters Score -592031.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -592102.812500 Penalty: 4215.619629
	Iteration 24Q: 3 clusters Score -592102.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -592160.000000 Penalty: 4215.619629
	Iteration 25Q: 3 clusters Score -592160 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -592214.687500 Penalty: 4215.619629
	Iteration 26Q: 3 clusters Score -592214.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -592256.250000 Penalty: 4215.619629
	Iteration 27Q: 3 clusters Score -592256.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -592302.250000 Penalty: 4215.619629
	Iteration 28Q: 3 clusters Score -592302.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -592341.125000 Penalty: 4215.619629
	Iteration 29Q: 3 clusters Score -592341.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -592375.250000 Penalty: 4215.619629
	Iteration 30Q: 3 clusters Score -592375.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -592403.875000 Penalty: 4215.619629
	Iteration 31Q: 3 clusters Score -592403.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -592425.312500 Penalty: 4215.619629
	Iteration 32Q: 3 clusters Score -592425.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -592444.125000 Penalty: 4215.619629
	Iteration 33Q: 3 clusters Score -592444.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -592458.000000 Penalty: 4215.619629
	Iteration 34Q: 3 clusters Score -592458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -592471.750000 Penalty: 4215.619629
	Iteration 35Q: 3 clusters Score -592471.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -592485.750000 Penalty: 4215.619629
	Iteration 36Q: 3 clusters Score -592485.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -592496.875000 Penalty: 4215.619629
	Iteration 37Q: 3 clusters Score -592496.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -592509.187500 Penalty: 4215.619629
	Iteration 38Q: 3 clusters Score -592509.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -592523.250000 Penalty: 4215.619629
	Iteration 39Q: 3 clusters Score -592523.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -592531.375000 Penalty: 4215.619629
	Iteration 40F: 3 clusters Score -592531.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -592538.500000 Penalty: 4215.619629
	Iteration 41Q: 3 clusters Score -592538.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -592544.062500 Penalty: 4215.619629
	Iteration 42Q: 3 clusters Score -592544.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -592548.625000 Penalty: 4215.619629
	Iteration 43Q: 3 clusters Score -592548.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -592552.750000 Penalty: 4215.619629
	Iteration 44Q: 3 clusters Score -592552.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -592563.312500 Penalty: 4215.619629
	Iteration 45Q: 3 clusters Score -592563.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -592573.875000 Penalty: 4215.619629
	Iteration 46Q: 3 clusters Score -592573.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -592580.875000 Penalty: 4215.619629
	Iteration 47Q: 3 clusters Score -592580.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -592589.125000 Penalty: 4215.619629
	Iteration 48Q: 3 clusters Score -592589.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -592597.750000 Penalty: 4215.619629
	Iteration 49Q: 3 clusters Score -592597.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -592604.750000 Penalty: 4215.619629
	Iteration 50Q: 3 clusters Score -592604.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -592610.562500 Penalty: 4215.619629
	Iteration 51Q: 3 clusters Score -592610.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -592612.062500 Penalty: 4215.619629
	Iteration 52Q: 3 clusters Score -592612.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -592616.000000 Penalty: 4215.619629
	Iteration 53Q: 3 clusters Score -592616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -592620.062500 Penalty: 4215.619629
	Iteration 54Q: 3 clusters Score -592620.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -592623.000000 Penalty: 4215.619629
	Iteration 55Q: 3 clusters Score -592623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -592625.187500 Penalty: 4215.619629
	Iteration 56Q: 3 clusters Score -592625.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -592627.187500 Penalty: 4215.619629
	Iteration 57Q: 3 clusters Score -592627.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -592627.937500 Penalty: 4215.619629
	Iteration 58Q: 3 clusters Score -592627.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -592629.687500 Penalty: 4215.619629
	Iteration 59Q: 3 clusters Score -592629.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -592631.812500 Penalty: 4215.619629
	Iteration 60F: 3 clusters Score -592631.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -592632.187500 Penalty: 4215.619629
	Iteration 61Q: 3 clusters Score -592632.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -592632.187500 Penalty: 4215.619629
	Iteration 62F: 3 clusters Score -592632.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -51617.871094 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -51617.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -50193.726562 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -50193.73 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50434.062500 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -50434.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50495.523438 Penalty: 3109.471680
	Iteration 2Q: 3 clusters Score -50495.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50561.261719 Penalty: 3109.471680
	Iteration 3Q: 3 clusters Score -50561.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50659.890625 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -50659.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50744.945312 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -50744.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -50804.058594 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -50804.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50821.195312 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -50821.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50824.648438 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -50824.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50828.148438 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -50828.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -50830.839844 Penalty: 3109.471680
	Iteration 10Q: 3 clusters Score -50830.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50835.300781 Penalty: 3109.471680
	Iteration 11Q: 3 clusters Score -50835.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50835.300781 Penalty: 3109.471680
	Iteration 12F: 3 clusters Score -50835.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Entering Unmasked Estep 
Score: -605322.125000 Penalty: 2130.199463
	Iteration 0F: 2 clusters Score -605322.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -600504.312500 Penalty: 4260.398926
	Iteration 0F: 3 clusters Score -600504.3 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -601682.562500 Penalty: 4260.398926
	Iteration 1F: 3 clusters Score -601682.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -601935.000000 Penalty: 4260.398926
	Iteration 2F: 3 clusters Score -601935 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -602107.437500 Penalty: 4260.398926
	Iteration 3F: 3 clusters Score -602107.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -602238.187500 Penalty: 4260.398926
	Iteration 4Q: 3 clusters Score -602238.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -602321.687500 Penalty: 4260.398926
	Iteration 5Q: 3 clusters Score -602321.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -602384.500000 Penalty: 4260.398926
	Iteration 6Q: 3 clusters Score -602384.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -602432.187500 Penalty: 4260.398926
	Iteration 7Q: 3 clusters Score -602432.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -602474.687500 Penalty: 4260.398926
	Iteration 8Q: 3 clusters Score -602474.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -602530.062500 Penalty: 4260.398926
	Iteration 9Q: 3 clusters Score -602530.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -602592.687500 Penalty: 4260.398926
	Iteration 10Q: 3 clusters Score -602592.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -602647.937500 Penalty: 4260.398926
	Iteration 11Q: 3 clusters Score -602647.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -602710.187500 Penalty: 4260.398926
	Iteration 12Q: 3 clusters Score -602710.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -602761.125000 Penalty: 4260.398926
	Iteration 13Q: 3 clusters Score -602761.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -602799.125000 Penalty: 4260.398926
	Iteration 14Q: 3 clusters Score -602799.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -602836.312500 Penalty: 4260.398926
	Iteration 15Q: 3 clusters Score -602836.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -602867.562500 Penalty: 4260.398926
	Iteration 16Q: 3 clusters Score -602867.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -602899.062500 Penalty: 4260.398926
	Iteration 17Q: 3 clusters Score -602899.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -602928.250000 Penalty: 4260.398926
	Iteration 18Q: 3 clusters Score -602928.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -602957.375000 Penalty: 4260.398926
	Iteration 19Q: 3 clusters Score -602957.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -602991.187500 Penalty: 4260.398926
	Iteration 20F: 3 clusters Score -602991.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -603024.000000 Penalty: 4260.398926
	Iteration 21Q: 3 clusters Score -603024 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -603059.187500 Penalty: 4260.398926
	Iteration 22Q: 3 clusters Score -603059.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -603089.250000 Penalty: 4260.398926
	Iteration 23Q: 3 clusters Score -603089.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -603116.687500 Penalty: 4260.398926
	Iteration 24Q: 3 clusters Score -603116.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -603137.312500 Penalty: 4260.398926
	Iteration 25Q: 3 clusters Score -603137.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -603164.125000 Penalty: 4260.398926
	Iteration 26Q: 3 clusters Score -603164.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -603194.312500 Penalty: 4260.398926
	Iteration 27Q: 3 clusters Score -603194.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -603224.875000 Penalty: 4260.398926
	Iteration 28Q: 3 clusters Score -603224.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -603255.812500 Penalty: 4260.398926
	Iteration 29Q: 3 clusters Score -603255.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -603278.312500 Penalty: 4260.398926
	Iteration 30Q: 3 clusters Score -603278.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -603296.062500 Penalty: 4260.398926
	Iteration 31Q: 3 clusters Score -603296.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -603306.437500 Penalty: 4260.398926
	Iteration 32Q: 3 clusters Score -603306.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -603320.937500 Penalty: 4260.398926
	Iteration 33Q: 3 clusters Score -603320.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -603333.875000 Penalty: 4260.398926
	Iteration 34Q: 3 clusters Score -603333.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -603342.437500 Penalty: 4260.398926
	Iteration 35Q: 3 clusters Score -603342.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -603352.437500 Penalty: 4260.398926
	Iteration 36Q: 3 clusters Score -603352.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -603362.187500 Penalty: 4260.398926
	Iteration 37Q: 3 clusters Score -603362.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -603368.437500 Penalty: 4260.398926
	Iteration 38Q: 3 clusters Score -603368.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -603372.750000 Penalty: 4260.398926
	Iteration 39Q: 3 clusters Score -603372.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -603380.750000 Penalty: 4260.398926
	Iteration 40F: 3 clusters Score -603380.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -603386.937500 Penalty: 4260.398926
	Iteration 41Q: 3 clusters Score -603386.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -603396.687500 Penalty: 4260.398926
	Iteration 42Q: 3 clusters Score -603396.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -603404.375000 Penalty: 4260.398926
	Iteration 43Q: 3 clusters Score -603404.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -603412.000000 Penalty: 4260.398926
	Iteration 44Q: 3 clusters Score -603412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -603422.875000 Penalty: 4260.398926
	Iteration 45Q: 3 clusters Score -603422.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -603432.312500 Penalty: 4260.398926
	Iteration 46Q: 3 clusters Score -603432.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -603438.437500 Penalty: 4260.398926
	Iteration 47Q: 3 clusters Score -603438.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -603444.562500 Penalty: 4260.398926
	Iteration 48Q: 3 clusters Score -603444.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -603449.250000 Penalty: 4260.398926
	Iteration 49Q: 3 clusters Score -603449.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -603452.812500 Penalty: 4260.398926
	Iteration 50Q: 3 clusters Score -603452.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -603456.500000 Penalty: 4260.398926
	Iteration 51Q: 3 clusters Score -603456.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -603466.437500 Penalty: 4260.398926
	Iteration 52Q: 3 clusters Score -603466.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -603471.937500 Penalty: 4260.398926
	Iteration 53Q: 3 clusters Score -603471.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -603477.500000 Penalty: 4260.398926
	Iteration 54Q: 3 clusters Score -603477.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -603481.125000 Penalty: 4260.398926
	Iteration 55Q: 3 clusters Score -603481.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -603487.937500 Penalty: 4260.398926
	Iteration 56Q: 3 clusters Score -603487.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -603495.687500 Penalty: 4260.398926
	Iteration 57Q: 3 clusters Score -603495.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -603501.062500 Penalty: 4260.398926
	Iteration 58Q: 3 clusters Score -603501.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -603506.125000 Penalty: 4260.398926
	Iteration 59Q: 3 clusters Score -603506.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -603509.562500 Penalty: 4260.398926
	Iteration 60F: 3 clusters Score -603509.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -603515.000000 Penalty: 4260.398926
	Iteration 61Q: 3 clusters Score -603515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -603517.250000 Penalty: 4260.398926
	Iteration 62Q: 3 clusters Score -603517.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -603518.312500 Penalty: 4260.398926
	Iteration 63Q: 3 clusters Score -603518.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -603521.875000 Penalty: 4260.398926
	Iteration 64Q: 3 clusters Score -603521.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -603521.375000 Penalty: 4260.398926
	Iteration 65Q: 3 clusters Score -603521.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -603521.375000 Penalty: 4260.398926
	Iteration 66F: 3 clusters Score -603521.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -101434.023438 Penalty: 1695.392334
	Iteration 0F: 2 clusters Score -101434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -99517.648438 Penalty: 3390.784668
	Iteration 0F: 3 clusters Score -99517.65 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -99776.046875 Penalty: 3390.784668
	Iteration 1F: 3 clusters Score -99776.05 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -99850.882812 Penalty: 3390.784668
	Iteration 2F: 3 clusters Score -99850.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -99906.718750 Penalty: 3390.784668
	Iteration 3Q: 3 clusters Score -99906.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -99946.289062 Penalty: 3390.784668
	Iteration 4Q: 3 clusters Score -99946.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -99961.273438 Penalty: 3390.784668
	Iteration 5Q: 3 clusters Score -99961.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -99971.515625 Penalty: 3390.784668
	Iteration 6Q: 3 clusters Score -99971.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -99980.531250 Penalty: 3390.784668
	Iteration 7Q: 3 clusters Score -99980.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -99985.218750 Penalty: 3390.784668
	Iteration 8Q: 3 clusters Score -99985.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -99986.781250 Penalty: 3390.784668
	Iteration 9Q: 3 clusters Score -99986.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -99986.781250 Penalty: 3390.784668
	Iteration 10F: 3 clusters Score -99986.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Entering Unmasked Estep 
Score: -512858.343750 Penalty: 2074.917480
	Iteration 0F: 2 clusters Score -512858.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -508706.406250 Penalty: 4149.834961
	Iteration 0F: 3 clusters Score -508706.4 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -509608.187500 Penalty: 4149.834961
	Iteration 1F: 3 clusters Score -509608.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -509819.031250 Penalty: 4149.834961
	Iteration 2F: 3 clusters Score -509819 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -509935.156250 Penalty: 4149.834961
	Iteration 3Q: 3 clusters Score -509935.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -510007.250000 Penalty: 4149.834961
	Iteration 4Q: 3 clusters Score -510007.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -510057.593750 Penalty: 4149.834961
	Iteration 5Q: 3 clusters Score -510057.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -510090.875000 Penalty: 4149.834961
	Iteration 6Q: 3 clusters Score -510090.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -510115.250000 Penalty: 4149.834961
	Iteration 7Q: 3 clusters Score -510115.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -510136.593750 Penalty: 4149.834961
	Iteration 8Q: 3 clusters Score -510136.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -510159.468750 Penalty: 4149.834961
	Iteration 9Q: 3 clusters Score -510159.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -510180.531250 Penalty: 4149.834961
	Iteration 10Q: 3 clusters Score -510180.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -510199.718750 Penalty: 4149.834961
	Iteration 11Q: 3 clusters Score -510199.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -510217.937500 Penalty: 4149.834961
	Iteration 12Q: 3 clusters Score -510217.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -510241.406250 Penalty: 4149.834961
	Iteration 13Q: 3 clusters Score -510241.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -510266.312500 Penalty: 4149.834961
	Iteration 14Q: 3 clusters Score -510266.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -510301.312500 Penalty: 4149.834961
	Iteration 15Q: 3 clusters Score -510301.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -510334.875000 Penalty: 4149.834961
	Iteration 16Q: 3 clusters Score -510334.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -510364.187500 Penalty: 4149.834961
	Iteration 17Q: 3 clusters Score -510364.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -510392.312500 Penalty: 4149.834961
	Iteration 18Q: 3 clusters Score -510392.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -510418.187500 Penalty: 4149.834961
	Iteration 19Q: 3 clusters Score -510418.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -510445.593750 Penalty: 4149.834961
	Iteration 20F: 3 clusters Score -510445.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -510471.968750 Penalty: 4149.834961
	Iteration 21Q: 3 clusters Score -510472 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -510498.343750 Penalty: 4149.834961
	Iteration 22Q: 3 clusters Score -510498.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -510529.625000 Penalty: 4149.834961
	Iteration 23Q: 3 clusters Score -510529.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -510563.312500 Penalty: 4149.834961
	Iteration 24Q: 3 clusters Score -510563.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -510596.500000 Penalty: 4149.834961
	Iteration 25Q: 3 clusters Score -510596.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -510632.531250 Penalty: 4149.834961
	Iteration 26Q: 3 clusters Score -510632.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -510664.156250 Penalty: 4149.834961
	Iteration 27Q: 3 clusters Score -510664.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -510692.906250 Penalty: 4149.834961
	Iteration 28Q: 3 clusters Score -510692.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -510719.593750 Penalty: 4149.834961
	Iteration 29Q: 3 clusters Score -510719.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -510746.937500 Penalty: 4149.834961
	Iteration 30Q: 3 clusters Score -510746.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -510784.625000 Penalty: 4149.834961
	Iteration 31Q: 3 clusters Score -510784.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -510818.718750 Penalty: 4149.834961
	Iteration 32Q: 3 clusters Score -510818.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -510842.281250 Penalty: 4149.834961
	Iteration 33Q: 3 clusters Score -510842.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -510858.218750 Penalty: 4149.834961
	Iteration 34Q: 3 clusters Score -510858.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -510877.937500 Penalty: 4149.834961
	Iteration 35Q: 3 clusters Score -510877.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -510891.812500 Penalty: 4149.834961
	Iteration 36Q: 3 clusters Score -510891.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -510904.718750 Penalty: 4149.834961
	Iteration 37Q: 3 clusters Score -510904.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -510918.968750 Penalty: 4149.834961
	Iteration 38Q: 3 clusters Score -510919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -510935.406250 Penalty: 4149.834961
	Iteration 39Q: 3 clusters Score -510935.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -510945.437500 Penalty: 4149.834961
	Iteration 40F: 3 clusters Score -510945.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -510956.500000 Penalty: 4149.834961
	Iteration 41Q: 3 clusters Score -510956.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -510964.406250 Penalty: 4149.834961
	Iteration 42Q: 3 clusters Score -510964.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -510970.750000 Penalty: 4149.834961
	Iteration 43Q: 3 clusters Score -510970.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -510980.093750 Penalty: 4149.834961
	Iteration 44Q: 3 clusters Score -510980.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -510985.468750 Penalty: 4149.834961
	Iteration 45Q: 3 clusters Score -510985.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -510989.343750 Penalty: 4149.834961
	Iteration 46Q: 3 clusters Score -510989.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -510998.812500 Penalty: 4149.834961
	Iteration 47Q: 3 clusters Score -510998.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -511012.093750 Penalty: 4149.834961
	Iteration 48Q: 3 clusters Score -511012.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -511023.812500 Penalty: 4149.834961
	Iteration 49Q: 3 clusters Score -511023.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -511034.062500 Penalty: 4149.834961
	Iteration 50Q: 3 clusters Score -511034.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -511037.625000 Penalty: 4149.834961
	Iteration 51Q: 3 clusters Score -511037.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -511041.343750 Penalty: 4149.834961
	Iteration 52Q: 3 clusters Score -511041.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -511049.687500 Penalty: 4149.834961
	Iteration 53Q: 3 clusters Score -511049.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -511055.312500 Penalty: 4149.834961
	Iteration 54Q: 3 clusters Score -511055.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -511057.906250 Penalty: 4149.834961
	Iteration 55Q: 3 clusters Score -511057.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -511057.906250 Penalty: 4149.834961
	Iteration 56F: 3 clusters Score -511057.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Entering Unmasked Estep 
Score: -5555671.500000 Penalty: 2670.014648
	Iteration 0F: 2 clusters Score -5555672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -5523698.000000 Penalty: 5340.029297
	Iteration 0F: 3 clusters Score -5523698 nChanged 21867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -5535696.000000 Penalty: 5340.029297
	Iteration 1F: 3 clusters Score -5535696 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -5536182.500000 Penalty: 5340.029297
	Iteration 2Q: 3 clusters Score -5536182 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -5536573.500000 Penalty: 5340.029297
	Iteration 3Q: 3 clusters Score -5536574 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -5536917.000000 Penalty: 5340.029297
	Iteration 4Q: 3 clusters Score -5536917 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -5537243.000000 Penalty: 5340.029297
	Iteration 5Q: 3 clusters Score -5537243 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -5537650.500000 Penalty: 5340.029297
	Iteration 6Q: 3 clusters Score -5537650 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -5538193.000000 Penalty: 5340.029297
	Iteration 7Q: 3 clusters Score -5538193 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -5538958.500000 Penalty: 5340.029297
	Iteration 8Q: 3 clusters Score -5538958 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -5540086.000000 Penalty: 5340.029297
	Iteration 9Q: 3 clusters Score -5540086 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -5541791.000000 Penalty: 5340.029297
	Iteration 10F: 3 clusters Score -5541791 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -5544140.000000 Penalty: 5340.029297
	Iteration 11F: 3 clusters Score -5544140 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -5546955.500000 Penalty: 5340.029297
	Iteration 12F: 3 clusters Score -5546956 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -5549414.500000 Penalty: 5340.029297
	Iteration 13F: 3 clusters Score -5549414 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -5551181.000000 Penalty: 5340.029297
	Iteration 14Q: 3 clusters Score -5551181 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -5552211.000000 Penalty: 5340.029297
	Iteration 15Q: 3 clusters Score -5552211 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5552755.500000 Penalty: 5340.029297
	Iteration 16Q: 3 clusters Score -5552756 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5552997.000000 Penalty: 5340.029297
	Iteration 17Q: 3 clusters Score -5552997 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5553138.000000 Penalty: 5340.029297
	Iteration 18Q: 3 clusters Score -5553138 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5553213.000000 Penalty: 5340.029297
	Iteration 19Q: 3 clusters Score -5553213 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5553247.500000 Penalty: 5340.029297
	Iteration 20F: 3 clusters Score -5553248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5553270.000000 Penalty: 5340.029297
	Iteration 21Q: 3 clusters Score -5553270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5553289.000000 Penalty: 5340.029297
	Iteration 22Q: 3 clusters Score -5553289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5553294.000000 Penalty: 5340.029297
	Iteration 23Q: 3 clusters Score -5553294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5553303.000000 Penalty: 5340.029297
	Iteration 24Q: 3 clusters Score -5553303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5553316.500000 Penalty: 5340.029297
	Iteration 25Q: 3 clusters Score -5553316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5553326.000000 Penalty: 5340.029297
	Iteration 26Q: 3 clusters Score -5553326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5553334.500000 Penalty: 5340.029297
	Iteration 27Q: 3 clusters Score -5553334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5553348.500000 Penalty: 5340.029297
	Iteration 28Q: 3 clusters Score -5553348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5553352.000000 Penalty: 5340.029297
	Iteration 29Q: 3 clusters Score -5553352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5553358.000000 Penalty: 5340.029297
	Iteration 30Q: 3 clusters Score -5553358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5553358.500000 Penalty: 5340.029297
	Iteration 31Q: 3 clusters Score -5553358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5553366.000000 Penalty: 5340.029297
	Iteration 32Q: 3 clusters Score -5553366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5553370.000000 Penalty: 5340.029297
	Iteration 33Q: 3 clusters Score -5553370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5553373.500000 Penalty: 5340.029297
	Iteration 34Q: 3 clusters Score -5553374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5553375.500000 Penalty: 5340.029297
	Iteration 35Q: 3 clusters Score -5553376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5553376.000000 Penalty: 5340.029297
	Iteration 36Q: 3 clusters Score -5553376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5553376.500000 Penalty: 5340.029297
	Iteration 37Q: 3 clusters Score -5553376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5553380.000000 Penalty: 5340.029297
	Iteration 38Q: 3 clusters Score -5553380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5553380.000000 Penalty: 5340.029297
	Iteration 39F: 3 clusters Score -5553380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Entering Unmasked Estep 
Score: -4102303.750000 Penalty: 2588.294434
	Iteration 0F: 2 clusters Score -4102304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -4079285.250000 Penalty: 5176.588867
	Iteration 0F: 3 clusters Score -4079285 nChanged 15410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -4087848.000000 Penalty: 5176.588867
	Iteration 1F: 3 clusters Score -4087848 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -4088573.500000 Penalty: 5176.588867
	Iteration 2F: 3 clusters Score -4088574 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -4089384.750000 Penalty: 5176.588867
	Iteration 3Q: 3 clusters Score -4089385 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -4090464.500000 Penalty: 5176.588867
	Iteration 4F: 3 clusters Score -4090464 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -4091838.500000 Penalty: 5176.588867
	Iteration 5F: 3 clusters Score -4091838 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -4093334.250000 Penalty: 5176.588867
	Iteration 6F: 3 clusters Score -4093334 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -4094763.750000 Penalty: 5176.588867
	Iteration 7F: 3 clusters Score -4094764 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -4096028.500000 Penalty: 5176.588867
	Iteration 8F: 3 clusters Score -4096028 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -4096966.500000 Penalty: 5176.588867
	Iteration 9Q: 3 clusters Score -4096966 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -4097529.250000 Penalty: 5176.588867
	Iteration 10Q: 3 clusters Score -4097529 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -4097839.000000 Penalty: 5176.588867
	Iteration 11Q: 3 clusters Score -4097839 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -4098018.000000 Penalty: 5176.588867
	Iteration 12Q: 3 clusters Score -4098018 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -4098146.000000 Penalty: 5176.588867
	Iteration 13Q: 3 clusters Score -4098146 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -4098255.000000 Penalty: 5176.588867
	Iteration 14Q: 3 clusters Score -4098255 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -4098366.500000 Penalty: 5176.588867
	Iteration 15Q: 3 clusters Score -4098366 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -4098445.500000 Penalty: 5176.588867
	Iteration 16Q: 3 clusters Score -4098446 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -4098545.500000 Penalty: 5176.588867
	Iteration 17Q: 3 clusters Score -4098546 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -4098630.500000 Penalty: 5176.588867
	Iteration 18Q: 3 clusters Score -4098630 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -4098683.500000 Penalty: 5176.588867
	Iteration 19Q: 3 clusters Score -4098684 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -4098776.500000 Penalty: 5176.588867
	Iteration 20F: 3 clusters Score -4098776 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -4098885.250000 Penalty: 5176.588867
	Iteration 21Q: 3 clusters Score -4098885 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -4098957.000000 Penalty: 5176.588867
	Iteration 22Q: 3 clusters Score -4098957 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -4099047.250000 Penalty: 5176.588867
	Iteration 23Q: 3 clusters Score -4099047 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -4099144.500000 Penalty: 5176.588867
	Iteration 24Q: 3 clusters Score -4099144 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -4099218.250000 Penalty: 5176.588867
	Iteration 25Q: 3 clusters Score -4099218 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -4099298.000000 Penalty: 5176.588867
	Iteration 26Q: 3 clusters Score -4099298 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -4099387.750000 Penalty: 5176.588867
	Iteration 27Q: 3 clusters Score -4099388 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -4099475.000000 Penalty: 5176.588867
	Iteration 28Q: 3 clusters Score -4099475 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -4099572.250000 Penalty: 5176.588867
	Iteration 29Q: 3 clusters Score -4099572 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -4099661.000000 Penalty: 5176.588867
	Iteration 30Q: 3 clusters Score -4099661 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -4099752.000000 Penalty: 5176.588867
	Iteration 31Q: 3 clusters Score -4099752 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -4099809.750000 Penalty: 5176.588867
	Iteration 32Q: 3 clusters Score -4099810 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -4099889.250000 Penalty: 5176.588867
	Iteration 33Q: 3 clusters Score -4099889 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -4099955.250000 Penalty: 5176.588867
	Iteration 34Q: 3 clusters Score -4099955 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -4100010.250000 Penalty: 5176.588867
	Iteration 35Q: 3 clusters Score -4100010 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -4100078.000000 Penalty: 5176.588867
	Iteration 36Q: 3 clusters Score -4100078 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -4100167.750000 Penalty: 5176.588867
	Iteration 37Q: 3 clusters Score -4100168 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -4100247.750000 Penalty: 5176.588867
	Iteration 38Q: 3 clusters Score -4100248 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -4100315.250000 Penalty: 5176.588867
	Iteration 39Q: 3 clusters Score -4100315 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -4100400.250000 Penalty: 5176.588867
	Iteration 40F: 3 clusters Score -4100400 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -4100476.250000 Penalty: 5176.588867
	Iteration 41Q: 3 clusters Score -4100476 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -4100548.750000 Penalty: 5176.588867
	Iteration 42Q: 3 clusters Score -4100549 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -4100585.500000 Penalty: 5176.588867
	Iteration 43Q: 3 clusters Score -4100586 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -4100628.000000 Penalty: 5176.588867
	Iteration 44Q: 3 clusters Score -4100628 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -4100693.250000 Penalty: 5176.588867
	Iteration 45Q: 3 clusters Score -4100693 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -4100724.750000 Penalty: 5176.588867
	Iteration 46Q: 3 clusters Score -4100725 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -4100740.750000 Penalty: 5176.588867
	Iteration 47Q: 3 clusters Score -4100741 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -4100772.500000 Penalty: 5176.588867
	Iteration 48Q: 3 clusters Score -4100772 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -4100794.250000 Penalty: 5176.588867
	Iteration 49Q: 3 clusters Score -4100794 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -4100819.250000 Penalty: 5176.588867
	Iteration 50Q: 3 clusters Score -4100819 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -4100835.500000 Penalty: 5176.588867
	Iteration 51Q: 3 clusters Score -4100836 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -4100854.500000 Penalty: 5176.588867
	Iteration 52Q: 3 clusters Score -4100854 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -4100876.000000 Penalty: 5176.588867
	Iteration 53Q: 3 clusters Score -4100876 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -4100880.250000 Penalty: 5176.588867
	Iteration 54Q: 3 clusters Score -4100880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -4100897.000000 Penalty: 5176.588867
	Iteration 55Q: 3 clusters Score -4100897 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -4100902.000000 Penalty: 5176.588867
	Iteration 56Q: 3 clusters Score -4100902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -4100908.500000 Penalty: 5176.588867
	Iteration 57Q: 3 clusters Score -4100908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -4100901.500000 Penalty: 5176.588867
	Iteration 58Q: 3 clusters Score -4100902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -4100903.500000 Penalty: 5176.588867
	Iteration 59Q: 3 clusters Score -4100904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -4100908.500000 Penalty: 5176.588867
	Iteration 60F: 3 clusters Score -4100908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -4100910.000000 Penalty: 5176.588867
	Iteration 61Q: 3 clusters Score -4100910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -4100913.750000 Penalty: 5176.588867
	Iteration 62Q: 3 clusters Score -4100914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -4100915.250000 Penalty: 5176.588867
	Iteration 63Q: 3 clusters Score -4100915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -4100919.750000 Penalty: 5176.588867
	Iteration 64Q: 3 clusters Score -4100920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -4100919.250000 Penalty: 5176.588867
	Iteration 65Q: 3 clusters Score -4100919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -4100923.750000 Penalty: 5176.588867
	Iteration 66Q: 3 clusters Score -4100924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -4100920.000000 Penalty: 5176.588867
	Iteration 67Q: 3 clusters Score -4100920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -4100916.750000 Penalty: 5176.588867
	Iteration 68Q: 3 clusters Score -4100917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -4100916.750000 Penalty: 5176.588867
	Iteration 69F: 3 clusters Score -4100917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Entering Unmasked Estep 
Score: -107987.570312 Penalty: 1701.444702
	Iteration 0F: 2 clusters Score -107987.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -106090.570312 Penalty: 3402.889404
	Iteration 0F: 3 clusters Score -106090.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -106462.468750 Penalty: 3402.889404
	Iteration 1F: 3 clusters Score -106462.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -106631.562500 Penalty: 3402.889404
	Iteration 2F: 3 clusters Score -106631.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -106771.335938 Penalty: 3402.889404
	Iteration 3F: 3 clusters Score -106771.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -106902.843750 Penalty: 3402.889404
	Iteration 4F: 3 clusters Score -106902.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -107037.070312 Penalty: 3402.889404
	Iteration 5F: 3 clusters Score -107037.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -107150.757812 Penalty: 3402.889404
	Iteration 6F: 3 clusters Score -107150.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -107262.179688 Penalty: 3402.889404
	Iteration 7Q: 3 clusters Score -107262.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -107353.304688 Penalty: 3402.889404
	Iteration 8Q: 3 clusters Score -107353.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -107424.148438 Penalty: 3402.889404
	Iteration 9Q: 3 clusters Score -107424.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -107452.468750 Penalty: 3402.889404
	Iteration 10Q: 3 clusters Score -107452.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -107474.742188 Penalty: 3402.889404
	Iteration 11Q: 3 clusters Score -107474.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -107498.656250 Penalty: 3402.889404
	Iteration 12Q: 3 clusters Score -107498.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -107511.257812 Penalty: 3402.889404
	Iteration 13Q: 3 clusters Score -107511.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -107519.062500 Penalty: 3402.889404
	Iteration 14Q: 3 clusters Score -107519.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -107522.851562 Penalty: 3402.889404
	Iteration 15Q: 3 clusters Score -107522.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -107522.851562 Penalty: 3402.889404
	Iteration 16F: 3 clusters Score -107522.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Entering Unmasked Estep 
Score: -1234678.375000 Penalty: 2291.109375
	Iteration 0F: 2 clusters Score -1234678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1226792.000000 Penalty: 4582.218750
	Iteration 0F: 3 clusters Score -1226792 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1229201.500000 Penalty: 4582.218750
	Iteration 1F: 3 clusters Score -1229202 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1229595.500000 Penalty: 4582.218750
	Iteration 2F: 3 clusters Score -1229596 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1229903.250000 Penalty: 4582.218750
	Iteration 3F: 3 clusters Score -1229903 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1230209.625000 Penalty: 4582.218750
	Iteration 4F: 3 clusters Score -1230210 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1230595.375000 Penalty: 4582.218750
	Iteration 5F: 3 clusters Score -1230595 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1231055.750000 Penalty: 4582.218750
	Iteration 6F: 3 clusters Score -1231056 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1231556.875000 Penalty: 4582.218750
	Iteration 7F: 3 clusters Score -1231557 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1231982.375000 Penalty: 4582.218750
	Iteration 8Q: 3 clusters Score -1231982 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1232345.875000 Penalty: 4582.218750
	Iteration 9Q: 3 clusters Score -1232346 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1232651.125000 Penalty: 4582.218750
	Iteration 10Q: 3 clusters Score -1232651 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1232846.125000 Penalty: 4582.218750
	Iteration 11Q: 3 clusters Score -1232846 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1232969.000000 Penalty: 4582.218750
	Iteration 12Q: 3 clusters Score -1232969 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1233014.875000 Penalty: 4582.218750
	Iteration 13Q: 3 clusters Score -1233015 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1233037.625000 Penalty: 4582.218750
	Iteration 14Q: 3 clusters Score -1233038 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1233054.750000 Penalty: 4582.218750
	Iteration 15Q: 3 clusters Score -1233055 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1233068.500000 Penalty: 4582.218750
	Iteration 16Q: 3 clusters Score -1233068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1233081.125000 Penalty: 4582.218750
	Iteration 17Q: 3 clusters Score -1233081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1233093.625000 Penalty: 4582.218750
	Iteration 18Q: 3 clusters Score -1233094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1233100.500000 Penalty: 4582.218750
	Iteration 19Q: 3 clusters Score -1233100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1233107.250000 Penalty: 4582.218750
	Iteration 20F: 3 clusters Score -1233107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1233106.875000 Penalty: 4582.218750
	Iteration 21Q: 3 clusters Score -1233107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1233110.125000 Penalty: 4582.218750
	Iteration 22Q: 3 clusters Score -1233110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1233111.500000 Penalty: 4582.218750
	Iteration 23Q: 3 clusters Score -1233112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1233110.625000 Penalty: 4582.218750
	Iteration 24Q: 3 clusters Score -1233111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1233110.625000 Penalty: 4582.218750
	Iteration 25F: 3 clusters Score -1233111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (219320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219320 members 
Entering Unmasked Estep 
Score: -26143890.000000 Penalty: 3049.975342
	Iteration 0F: 2 clusters Score -2.614389e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110178 members 
Mstep: Class 2 contains 109142 members 
Entering Unmasked Estep 
Score: -26007434.000000 Penalty: 6099.950684
	Iteration 0F: 3 clusters Score -2.600743e+07 nChanged 105579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117505 members 
Mstep: Class 2 contains 101815 members 
Entering Unmasked Estep 
Score: -26069164.000000 Penalty: 6099.950684
	Iteration 1F: 3 clusters Score -2.606916e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122127 members 
Mstep: Class 2 contains 97193 members 
Entering Unmasked Estep 
Score: -26070668.000000 Penalty: 6099.950684
	Iteration 2Q: 3 clusters Score -2.607067e+07 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129061 members 
Mstep: Class 2 contains 90259 members 
Entering Unmasked Estep 
Score: -26073094.000000 Penalty: 6099.950684
	Iteration 3Q: 3 clusters Score -2.607309e+07 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139190 members 
Mstep: Class 2 contains 80130 members 
Entering Unmasked Estep 
Score: -26077528.000000 Penalty: 6099.950684
	Iteration 4F: 3 clusters Score -2.607753e+07 nChanged 14258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152804 members 
Mstep: Class 2 contains 66516 members 
Entering Unmasked Estep 
Score: -26085370.000000 Penalty: 6099.950684
	Iteration 5F: 3 clusters Score -2.608537e+07 nChanged 16960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169026 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -26097288.000000 Penalty: 6099.950684
	Iteration 6F: 3 clusters Score -2.609729e+07 nChanged 16830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184886 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -26110374.000000 Penalty: 6099.950684
	Iteration 7F: 3 clusters Score -2.611037e+07 nChanged 13230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197038 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -26125836.000000 Penalty: 6099.950684
	Iteration 8F: 3 clusters Score -2.612584e+07 nChanged 9371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205879 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -26136138.000000 Penalty: 6099.950684
	Iteration 9Q: 3 clusters Score -2.613614e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211667 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -26141114.000000 Penalty: 6099.950684
	Iteration 10Q: 3 clusters Score -2.614111e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214909 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -26142788.000000 Penalty: 6099.950684
	Iteration 11Q: 3 clusters Score -2.614279e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216440 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -26142974.000000 Penalty: 6099.950684
	Iteration 12Q: 3 clusters Score -2.614297e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217211 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -26143114.000000 Penalty: 6099.950684
	Iteration 13Q: 3 clusters Score -2.614311e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217622 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -26143012.000000 Penalty: 6099.950684
	Iteration 14Q: 3 clusters Score -2.614301e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217891 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -26142920.000000 Penalty: 6099.950684
	Iteration 15Q: 3 clusters Score -2.614292e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218065 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -26142862.000000 Penalty: 6099.950684
	Iteration 16Q: 3 clusters Score -2.614286e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218197 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -26142770.000000 Penalty: 6099.950684
	Iteration 17Q: 3 clusters Score -2.614277e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218298 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -26142658.000000 Penalty: 6099.950684
	Iteration 18Q: 3 clusters Score -2.614266e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218372 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -26142564.000000 Penalty: 6099.950684
	Iteration 19Q: 3 clusters Score -2.614256e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218428 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -26142508.000000 Penalty: 6099.950684
	Iteration 20F: 3 clusters Score -2.614251e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218470 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -26142440.000000 Penalty: 6099.950684
	Iteration 21Q: 3 clusters Score -2.614244e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218507 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -26142422.000000 Penalty: 6099.950684
	Iteration 22Q: 3 clusters Score -2.614242e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218540 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -26142400.000000 Penalty: 6099.950684
	Iteration 23Q: 3 clusters Score -2.61424e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218564 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -26142392.000000 Penalty: 6099.950684
	Iteration 24Q: 3 clusters Score -2.614239e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218586 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -26142394.000000 Penalty: 6099.950684
	Iteration 25Q: 3 clusters Score -2.614239e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218599 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -26142376.000000 Penalty: 6099.950684
	Iteration 26Q: 3 clusters Score -2.614238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218607 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -26142342.000000 Penalty: 6099.950684
	Iteration 27Q: 3 clusters Score -2.614234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218617 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -26142342.000000 Penalty: 6099.950684
	Iteration 28Q: 3 clusters Score -2.614234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218624 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -26142324.000000 Penalty: 6099.950684
	Iteration 29Q: 3 clusters Score -2.614232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218629 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -26142318.000000 Penalty: 6099.950684
	Iteration 30Q: 3 clusters Score -2.614232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218632 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -26142332.000000 Penalty: 6099.950684
	Iteration 31Q: 3 clusters Score -2.614233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218634 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -26142326.000000 Penalty: 6099.950684
	Iteration 32Q: 3 clusters Score -2.614233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218636 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -26142312.000000 Penalty: 6099.950684
	Iteration 33Q: 3 clusters Score -2.614231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218637 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -26142318.000000 Penalty: 6099.950684
	Iteration 34Q: 3 clusters Score -2.614232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218637 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -26142318.000000 Penalty: 6099.950684
	Iteration 35F: 3 clusters Score -2.614232e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (126680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126680 members 
Entering Unmasked Estep 
Score: -15103949.000000 Penalty: 2913.855957
	Iteration 0F: 2 clusters Score -1.510395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63528 members 
Mstep: Class 2 contains 63152 members 
Entering Unmasked Estep 
Score: -15019532.000000 Penalty: 5827.711914
	Iteration 0F: 3 clusters Score -1.501953e+07 nChanged 60147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67029 members 
Mstep: Class 2 contains 59651 members 
Entering Unmasked Estep 
Score: -15054512.000000 Penalty: 5827.711914
	Iteration 1F: 3 clusters Score -1.505451e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69191 members 
Mstep: Class 2 contains 57489 members 
Entering Unmasked Estep 
Score: -15055998.000000 Penalty: 5827.711914
	Iteration 2Q: 3 clusters Score -1.5056e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72498 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -15058525.000000 Penalty: 5827.711914
	Iteration 3Q: 3 clusters Score -1.505852e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77499 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -15063054.000000 Penalty: 5827.711914
	Iteration 4F: 3 clusters Score -1.506305e+07 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84523 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -15070522.000000 Penalty: 5827.711914
	Iteration 5F: 3 clusters Score -1.507052e+07 nChanged 11063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92980 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -15080667.000000 Penalty: 5827.711914
	Iteration 6F: 3 clusters Score -1.508067e+07 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100220 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -15090748.000000 Penalty: 5827.711914
	Iteration 7F: 3 clusters Score -1.509075e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104500 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -15097200.000000 Penalty: 5827.711914
	Iteration 8F: 3 clusters Score -1.50972e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106702 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -15099560.000000 Penalty: 5827.711914
	Iteration 9Q: 3 clusters Score -1.509956e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108267 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -15100344.000000 Penalty: 5827.711914
	Iteration 10Q: 3 clusters Score -1.510034e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109635 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -15100924.000000 Penalty: 5827.711914
	Iteration 11Q: 3 clusters Score -1.510092e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110923 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -15101195.000000 Penalty: 5827.711914
	Iteration 12Q: 3 clusters Score -1.51012e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112125 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -15101498.000000 Penalty: 5827.711914
	Iteration 13Q: 3 clusters Score -1.51015e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113222 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -15101689.000000 Penalty: 5827.711914
	Iteration 14Q: 3 clusters Score -1.510169e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114225 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -15101838.000000 Penalty: 5827.711914
	Iteration 15Q: 3 clusters Score -1.510184e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115117 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -15102017.000000 Penalty: 5827.711914
	Iteration 16Q: 3 clusters Score -1.510202e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115935 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -15102198.000000 Penalty: 5827.711914
	Iteration 17Q: 3 clusters Score -1.51022e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116695 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -15102247.000000 Penalty: 5827.711914
	Iteration 18Q: 3 clusters Score -1.510225e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117404 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -15102386.000000 Penalty: 5827.711914
	Iteration 19Q: 3 clusters Score -1.510239e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118075 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -15102570.000000 Penalty: 5827.711914
	Iteration 20F: 3 clusters Score -1.510257e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118675 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -15102647.000000 Penalty: 5827.711914
	Iteration 21Q: 3 clusters Score -1.510265e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119227 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -15102627.000000 Penalty: 5827.711914
	Iteration 22Q: 3 clusters Score -1.510263e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119719 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -15102711.000000 Penalty: 5827.711914
	Iteration 23Q: 3 clusters Score -1.510271e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120135 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -15102764.000000 Penalty: 5827.711914
	Iteration 24Q: 3 clusters Score -1.510276e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120511 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -15102825.000000 Penalty: 5827.711914
	Iteration 25Q: 3 clusters Score -1.510282e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120835 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -15102880.000000 Penalty: 5827.711914
	Iteration 26Q: 3 clusters Score -1.510288e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121132 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -15102930.000000 Penalty: 5827.711914
	Iteration 27Q: 3 clusters Score -1.510293e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121370 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -15102957.000000 Penalty: 5827.711914
	Iteration 28Q: 3 clusters Score -1.510296e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121582 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -15102955.000000 Penalty: 5827.711914
	Iteration 29Q: 3 clusters Score -1.510296e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121743 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -15102940.000000 Penalty: 5827.711914
	Iteration 30Q: 3 clusters Score -1.510294e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121889 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -15102948.000000 Penalty: 5827.711914
	Iteration 31Q: 3 clusters Score -1.510295e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121997 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -15102978.000000 Penalty: 5827.711914
	Iteration 32Q: 3 clusters Score -1.510298e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122099 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -15102981.000000 Penalty: 5827.711914
	Iteration 33Q: 3 clusters Score -1.510298e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122204 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -15103023.000000 Penalty: 5827.711914
	Iteration 34Q: 3 clusters Score -1.510302e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122307 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -15102994.000000 Penalty: 5827.711914
	Iteration 35Q: 3 clusters Score -1.510299e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122405 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -15102989.000000 Penalty: 5827.711914
	Iteration 36Q: 3 clusters Score -1.510299e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122505 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -15102960.000000 Penalty: 5827.711914
	Iteration 37Q: 3 clusters Score -1.510296e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122591 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -15102937.000000 Penalty: 5827.711914
	Iteration 38Q: 3 clusters Score -1.510294e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122661 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -15102940.000000 Penalty: 5827.711914
	Iteration 39Q: 3 clusters Score -1.510294e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122731 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -15102919.000000 Penalty: 5827.711914
	Iteration 40F: 3 clusters Score -1.510292e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122788 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -15102936.000000 Penalty: 5827.711914
	Iteration 41Q: 3 clusters Score -1.510294e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122839 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -15102925.000000 Penalty: 5827.711914
	Iteration 42Q: 3 clusters Score -1.510292e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122893 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -15102911.000000 Penalty: 5827.711914
	Iteration 43Q: 3 clusters Score -1.510291e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122938 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -15102894.000000 Penalty: 5827.711914
	Iteration 44Q: 3 clusters Score -1.510289e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122981 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -15102879.000000 Penalty: 5827.711914
	Iteration 45Q: 3 clusters Score -1.510288e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123027 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -15102889.000000 Penalty: 5827.711914
	Iteration 46Q: 3 clusters Score -1.510289e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123064 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -15102882.000000 Penalty: 5827.711914
	Iteration 47Q: 3 clusters Score -1.510288e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123101 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -15102878.000000 Penalty: 5827.711914
	Iteration 48Q: 3 clusters Score -1.510288e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123137 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -15102873.000000 Penalty: 5827.711914
	Iteration 49Q: 3 clusters Score -1.510287e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123176 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -15102858.000000 Penalty: 5827.711914
	Iteration 50Q: 3 clusters Score -1.510286e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123211 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -15102835.000000 Penalty: 5827.711914
	Iteration 51Q: 3 clusters Score -1.510284e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123240 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -15102833.000000 Penalty: 5827.711914
	Iteration 52Q: 3 clusters Score -1.510283e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123267 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -15102835.000000 Penalty: 5827.711914
	Iteration 53Q: 3 clusters Score -1.510284e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123300 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -15102847.000000 Penalty: 5827.711914
	Iteration 54Q: 3 clusters Score -1.510285e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123324 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -15102856.000000 Penalty: 5827.711914
	Iteration 55Q: 3 clusters Score -1.510286e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123348 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -15102852.000000 Penalty: 5827.711914
	Iteration 56Q: 3 clusters Score -1.510285e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123372 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -15102844.000000 Penalty: 5827.711914
	Iteration 57Q: 3 clusters Score -1.510284e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123387 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -15102844.000000 Penalty: 5827.711914
	Iteration 58Q: 3 clusters Score -1.510284e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123404 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -15102851.000000 Penalty: 5827.711914
	Iteration 59Q: 3 clusters Score -1.510285e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123429 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -15102858.000000 Penalty: 5827.711914
	Iteration 60F: 3 clusters Score -1.510286e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123451 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -15102834.000000 Penalty: 5827.711914
	Iteration 61Q: 3 clusters Score -1.510283e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123481 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -15102839.000000 Penalty: 5827.711914
	Iteration 62Q: 3 clusters Score -1.510284e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123509 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -15102822.000000 Penalty: 5827.711914
	Iteration 63Q: 3 clusters Score -1.510282e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123532 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -15102829.000000 Penalty: 5827.711914
	Iteration 64Q: 3 clusters Score -1.510283e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123558 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -15102818.000000 Penalty: 5827.711914
	Iteration 65Q: 3 clusters Score -1.510282e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123584 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -15102805.000000 Penalty: 5827.711914
	Iteration 66Q: 3 clusters Score -1.51028e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123602 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -15102809.000000 Penalty: 5827.711914
	Iteration 67Q: 3 clusters Score -1.510281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123613 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -15102804.000000 Penalty: 5827.711914
	Iteration 68Q: 3 clusters Score -1.51028e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123627 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -15102807.000000 Penalty: 5827.711914
	Iteration 69Q: 3 clusters Score -1.510281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123640 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -15102813.000000 Penalty: 5827.711914
	Iteration 70Q: 3 clusters Score -1.510281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123651 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -15102817.000000 Penalty: 5827.711914
	Iteration 71Q: 3 clusters Score -1.510282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123663 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -15102800.000000 Penalty: 5827.711914
	Iteration 72Q: 3 clusters Score -1.51028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123675 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -15102820.000000 Penalty: 5827.711914
	Iteration 73Q: 3 clusters Score -1.510282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123683 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -15102829.000000 Penalty: 5827.711914
	Iteration 74Q: 3 clusters Score -1.510283e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123704 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -15102829.000000 Penalty: 5827.711914
	Iteration 75Q: 3 clusters Score -1.510283e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123726 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -15102819.000000 Penalty: 5827.711914
	Iteration 76Q: 3 clusters Score -1.510282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123743 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -15102818.000000 Penalty: 5827.711914
	Iteration 77Q: 3 clusters Score -1.510282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123752 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -15102825.000000 Penalty: 5827.711914
	Iteration 78Q: 3 clusters Score -1.510282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123761 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -15102815.000000 Penalty: 5827.711914
	Iteration 79Q: 3 clusters Score -1.510282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123770 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -15102840.000000 Penalty: 5827.711914
	Iteration 80F: 3 clusters Score -1.510284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123779 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -15102832.000000 Penalty: 5827.711914
	Iteration 81Q: 3 clusters Score -1.510283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123786 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -15102859.000000 Penalty: 5827.711914
	Iteration 82Q: 3 clusters Score -1.510286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123793 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -15102841.000000 Penalty: 5827.711914
	Iteration 83Q: 3 clusters Score -1.510284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123803 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -15102833.000000 Penalty: 5827.711914
	Iteration 84Q: 3 clusters Score -1.510283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123813 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -15102843.000000 Penalty: 5827.711914
	Iteration 85Q: 3 clusters Score -1.510284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123819 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -15102837.000000 Penalty: 5827.711914
	Iteration 86Q: 3 clusters Score -1.510284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123828 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -15102851.000000 Penalty: 5827.711914
	Iteration 87Q: 3 clusters Score -1.510285e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123837 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -15102863.000000 Penalty: 5827.711914
	Iteration 88Q: 3 clusters Score -1.510286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123845 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -15102862.000000 Penalty: 5827.711914
	Iteration 89Q: 3 clusters Score -1.510286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123851 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -15102861.000000 Penalty: 5827.711914
	Iteration 90Q: 3 clusters Score -1.510286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123855 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -15102875.000000 Penalty: 5827.711914
	Iteration 91Q: 3 clusters Score -1.510288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123859 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -15102867.000000 Penalty: 5827.711914
	Iteration 92Q: 3 clusters Score -1.510287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123864 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -15102864.000000 Penalty: 5827.711914
	Iteration 93Q: 3 clusters Score -1.510286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123870 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -15102865.000000 Penalty: 5827.711914
	Iteration 94Q: 3 clusters Score -1.510286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123875 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -15102857.000000 Penalty: 5827.711914
	Iteration 95Q: 3 clusters Score -1.510286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123881 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -15102863.000000 Penalty: 5827.711914
	Iteration 96Q: 3 clusters Score -1.510286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123883 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -15102864.000000 Penalty: 5827.711914
	Iteration 97Q: 3 clusters Score -1.510286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123889 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -15102867.000000 Penalty: 5827.711914
	Iteration 98Q: 3 clusters Score -1.510287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123891 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -15102876.000000 Penalty: 5827.711914
	Iteration 99Q: 3 clusters Score -1.510288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123891 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -15102876.000000 Penalty: 5827.711914
	Iteration 100F: 3 clusters Score -1.510288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Entering Unmasked Estep 
Score: -1837889.625000 Penalty: 2389.889893
	Iteration 0F: 2 clusters Score -1837890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1826788.750000 Penalty: 4779.779785
	Iteration 0F: 3 clusters Score -1826789 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1830308.250000 Penalty: 4779.779785
	Iteration 1F: 3 clusters Score -1830308 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1830700.250000 Penalty: 4779.779785
	Iteration 2F: 3 clusters Score -1830700 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1831050.000000 Penalty: 4779.779785
	Iteration 3F: 3 clusters Score -1831050 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1831406.125000 Penalty: 4779.779785
	Iteration 4Q: 3 clusters Score -1831406 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1831737.500000 Penalty: 4779.779785
	Iteration 5Q: 3 clusters Score -1831738 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1832056.375000 Penalty: 4779.779785
	Iteration 6Q: 3 clusters Score -1832056 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1832343.750000 Penalty: 4779.779785
	Iteration 7Q: 3 clusters Score -1832344 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1832630.250000 Penalty: 4779.779785
	Iteration 8Q: 3 clusters Score -1832630 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1832911.750000 Penalty: 4779.779785
	Iteration 9Q: 3 clusters Score -1832912 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1833200.625000 Penalty: 4779.779785
	Iteration 10Q: 3 clusters Score -1833201 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1833540.875000 Penalty: 4779.779785
	Iteration 11Q: 3 clusters Score -1833541 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1833901.625000 Penalty: 4779.779785
	Iteration 12Q: 3 clusters Score -1833902 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1834250.875000 Penalty: 4779.779785
	Iteration 13Q: 3 clusters Score -1834251 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1834611.250000 Penalty: 4779.779785
	Iteration 14Q: 3 clusters Score -1834611 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1834921.500000 Penalty: 4779.779785
	Iteration 15Q: 3 clusters Score -1834922 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1835172.250000 Penalty: 4779.779785
	Iteration 16Q: 3 clusters Score -1835172 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1835352.125000 Penalty: 4779.779785
	Iteration 17Q: 3 clusters Score -1835352 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1835478.250000 Penalty: 4779.779785
	Iteration 18Q: 3 clusters Score -1835478 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1835567.250000 Penalty: 4779.779785
	Iteration 19Q: 3 clusters Score -1835567 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1835633.250000 Penalty: 4779.779785
	Iteration 20F: 3 clusters Score -1835633 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1835673.000000 Penalty: 4779.779785
	Iteration 21Q: 3 clusters Score -1835673 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1835708.000000 Penalty: 4779.779785
	Iteration 22Q: 3 clusters Score -1835708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1835733.000000 Penalty: 4779.779785
	Iteration 23Q: 3 clusters Score -1835733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1835759.875000 Penalty: 4779.779785
	Iteration 24Q: 3 clusters Score -1835760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1835777.000000 Penalty: 4779.779785
	Iteration 25Q: 3 clusters Score -1835777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1835784.125000 Penalty: 4779.779785
	Iteration 26Q: 3 clusters Score -1835784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1835793.125000 Penalty: 4779.779785
	Iteration 27Q: 3 clusters Score -1835793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1835807.875000 Penalty: 4779.779785
	Iteration 28Q: 3 clusters Score -1835808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1835820.500000 Penalty: 4779.779785
	Iteration 29Q: 3 clusters Score -1835820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1835832.125000 Penalty: 4779.779785
	Iteration 30Q: 3 clusters Score -1835832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1835843.125000 Penalty: 4779.779785
	Iteration 31Q: 3 clusters Score -1835843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1835852.875000 Penalty: 4779.779785
	Iteration 32Q: 3 clusters Score -1835853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1835857.125000 Penalty: 4779.779785
	Iteration 33Q: 3 clusters Score -1835857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1835863.125000 Penalty: 4779.779785
	Iteration 34Q: 3 clusters Score -1835863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1835873.625000 Penalty: 4779.779785
	Iteration 35Q: 3 clusters Score -1835874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1835875.625000 Penalty: 4779.779785
	Iteration 36Q: 3 clusters Score -1835876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1835876.875000 Penalty: 4779.779785
	Iteration 37Q: 3 clusters Score -1835877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1835879.000000 Penalty: 4779.779785
	Iteration 38Q: 3 clusters Score -1835879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1835881.250000 Penalty: 4779.779785
	Iteration 39Q: 3 clusters Score -1835881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1835881.250000 Penalty: 4779.779785
	Iteration 40F: 3 clusters Score -1835881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -119551.945312 Penalty: 1737.660400
	Iteration 0F: 2 clusters Score -119551.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -117532.062500 Penalty: 3475.320801
	Iteration 0F: 3 clusters Score -117532.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -117826.023438 Penalty: 3475.320801
	Iteration 1F: 3 clusters Score -117826 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -117946.468750 Penalty: 3475.320801
	Iteration 2F: 3 clusters Score -117946.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -118004.390625 Penalty: 3475.320801
	Iteration 3Q: 3 clusters Score -118004.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -118043.679688 Penalty: 3475.320801
	Iteration 4Q: 3 clusters Score -118043.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -118069.875000 Penalty: 3475.320801
	Iteration 5Q: 3 clusters Score -118069.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -118098.906250 Penalty: 3475.320801
	Iteration 6Q: 3 clusters Score -118098.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -118113.312500 Penalty: 3475.320801
	Iteration 7Q: 3 clusters Score -118113.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -118124.367188 Penalty: 3475.320801
	Iteration 8Q: 3 clusters Score -118124.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -118133.898438 Penalty: 3475.320801
	Iteration 9Q: 3 clusters Score -118133.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -118139.492188 Penalty: 3475.320801
	Iteration 10Q: 3 clusters Score -118139.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -118145.421875 Penalty: 3475.320801
	Iteration 11Q: 3 clusters Score -118145.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -118149.421875 Penalty: 3475.320801
	Iteration 12Q: 3 clusters Score -118149.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -118153.460938 Penalty: 3475.320801
	Iteration 13Q: 3 clusters Score -118153.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -118155.921875 Penalty: 3475.320801
	Iteration 14Q: 3 clusters Score -118155.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -118158.898438 Penalty: 3475.320801
	Iteration 15Q: 3 clusters Score -118158.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -118165.179688 Penalty: 3475.320801
	Iteration 16Q: 3 clusters Score -118165.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -118172.757812 Penalty: 3475.320801
	Iteration 17Q: 3 clusters Score -118172.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -118176.539062 Penalty: 3475.320801
	Iteration 18Q: 3 clusters Score -118176.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -118179.210938 Penalty: 3475.320801
	Iteration 19Q: 3 clusters Score -118179.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -118187.250000 Penalty: 3475.320801
	Iteration 20F: 3 clusters Score -118187.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -118194.078125 Penalty: 3475.320801
	Iteration 21Q: 3 clusters Score -118194.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -118198.835938 Penalty: 3475.320801
	Iteration 22Q: 3 clusters Score -118198.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -118202.335938 Penalty: 3475.320801
	Iteration 23Q: 3 clusters Score -118202.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -118202.992188 Penalty: 3475.320801
	Iteration 24Q: 3 clusters Score -118203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -118202.992188 Penalty: 3475.320801
	Iteration 25F: 3 clusters Score -118203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 2224 members 
Mstep: Class 3 contains 29326 members 
Mstep: Class 4 contains 16328 members 
Mstep: Class 5 contains 34735 members 
Mstep: Class 6 contains 19368 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 96402 members 
Mstep: Class 9 contains 5749 members 
Mstep: Class 10 contains 4911 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5375 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4301 members 
Mstep: Class 15 contains 47391 members 
Mstep: Class 16 contains 34087 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 10284 members 
Mstep: Class 19 contains 219320 members 
Mstep: Class 20 contains 126680 members 
Mstep: Class 21 contains 15316 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80045624.000000 Penalty: 73299.523438
Iteration 159Q: 23 clusters Score -8.004562e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2224 members 
Mstep: Class 3 contains 29332 members 
Mstep: Class 4 contains 16322 members 
Mstep: Class 5 contains 34779 members 
Mstep: Class 6 contains 19309 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 96536 members 
Mstep: Class 9 contains 5748 members 
Mstep: Class 10 contains 4904 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5379 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4293 members 
Mstep: Class 15 contains 47304 members 
Mstep: Class 16 contains 34077 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 10285 members 
Mstep: Class 19 contains 218616 members 
Mstep: Class 20 contains 127386 members 
Mstep: Class 21 contains 15312 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046568.000000 Penalty: 73299.523438
Iteration 160F: 23 clusters Score -8.004657e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2225 members 
Mstep: Class 3 contains 29318 members 
Mstep: Class 4 contains 16292 members 
Mstep: Class 5 contains 34807 members 
Mstep: Class 6 contains 19200 members 
Mstep: Class 7 contains 1749 members 
Mstep: Class 8 contains 96593 members 
Mstep: Class 9 contains 5744 members 
Mstep: Class 10 contains 4894 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5379 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4298 members 
Mstep: Class 15 contains 47192 members 
Mstep: Class 16 contains 34066 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 10269 members 
Mstep: Class 19 contains 218342 members 
Mstep: Class 20 contains 127887 members 
Mstep: Class 21 contains 15308 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046472.000000 Penalty: 73299.523438
Iteration 161Q: 23 clusters Score -8.004647e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2226 members 
Mstep: Class 3 contains 29333 members 
Mstep: Class 4 contains 16273 members 
Mstep: Class 5 contains 34853 members 
Mstep: Class 6 contains 19121 members 
Mstep: Class 7 contains 1748 members 
Mstep: Class 8 contains 96656 members 
Mstep: Class 9 contains 5740 members 
Mstep: Class 10 contains 4892 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4296 members 
Mstep: Class 15 contains 47104 members 
Mstep: Class 16 contains 34065 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 10269 members 
Mstep: Class 19 contains 217709 members 
Mstep: Class 20 contains 128588 members 
Mstep: Class 21 contains 15307 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046624.000000 Penalty: 73299.523438
Iteration 162Q: 23 clusters Score -8.004662e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2225 members 
Mstep: Class 3 contains 29339 members 
Mstep: Class 4 contains 16243 members 
Mstep: Class 5 contains 34908 members 
Mstep: Class 6 contains 19038 members 
Mstep: Class 7 contains 1747 members 
Mstep: Class 8 contains 96680 members 
Mstep: Class 9 contains 5740 members 
Mstep: Class 10 contains 4891 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5390 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 47036 members 
Mstep: Class 16 contains 34073 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 10261 members 
Mstep: Class 19 contains 217070 members 
Mstep: Class 20 contains 129329 members 
Mstep: Class 21 contains 15308 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046640.000000 Penalty: 73299.523438
Iteration 163Q: 23 clusters Score -8.004664e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2226 members 
Mstep: Class 3 contains 29346 members 
Mstep: Class 4 contains 16206 members 
Mstep: Class 5 contains 34951 members 
Mstep: Class 6 contains 19001 members 
Mstep: Class 7 contains 1747 members 
Mstep: Class 8 contains 96639 members 
Mstep: Class 9 contains 5736 members 
Mstep: Class 10 contains 4881 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5397 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 46973 members 
Mstep: Class 16 contains 34081 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 10234 members 
Mstep: Class 19 contains 216418 members 
Mstep: Class 20 contains 130133 members 
Mstep: Class 21 contains 15314 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046640.000000 Penalty: 73299.523438
Iteration 164Q: 23 clusters Score -8.004664e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2227 members 
Mstep: Class 3 contains 29365 members 
Mstep: Class 4 contains 16149 members 
Mstep: Class 5 contains 34996 members 
Mstep: Class 6 contains 18984 members 
Mstep: Class 7 contains 1749 members 
Mstep: Class 8 contains 96568 members 
Mstep: Class 9 contains 5736 members 
Mstep: Class 10 contains 4879 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5392 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4296 members 
Mstep: Class 15 contains 46930 members 
Mstep: Class 16 contains 34064 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 10202 members 
Mstep: Class 19 contains 215693 members 
Mstep: Class 20 contains 131033 members 
Mstep: Class 21 contains 15315 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047192.000000 Penalty: 73299.523438
Iteration 165Q: 23 clusters Score -8.004719e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2227 members 
Mstep: Class 3 contains 29376 members 
Mstep: Class 4 contains 16110 members 
Mstep: Class 5 contains 35024 members 
Mstep: Class 6 contains 18940 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 96552 members 
Mstep: Class 9 contains 5733 members 
Mstep: Class 10 contains 4866 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5388 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 46869 members 
Mstep: Class 16 contains 34056 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 10182 members 
Mstep: Class 19 contains 215018 members 
Mstep: Class 20 contains 131885 members 
Mstep: Class 21 contains 15316 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047440.000000 Penalty: 73299.523438
Iteration 166Q: 23 clusters Score -8.004744e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2227 members 
Mstep: Class 3 contains 29360 members 
Mstep: Class 4 contains 16071 members 
Mstep: Class 5 contains 35043 members 
Mstep: Class 6 contains 18945 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 96473 members 
Mstep: Class 9 contains 5729 members 
Mstep: Class 10 contains 4847 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5395 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4284 members 
Mstep: Class 15 contains 46802 members 
Mstep: Class 16 contains 34038 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 10156 members 
Mstep: Class 19 contains 214306 members 
Mstep: Class 20 contains 132843 members 
Mstep: Class 21 contains 15317 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047592.000000 Penalty: 73299.523438
Iteration 167Q: 23 clusters Score -8.004759e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2225 members 
Mstep: Class 3 contains 29347 members 
Mstep: Class 4 contains 16029 members 
Mstep: Class 5 contains 35059 members 
Mstep: Class 6 contains 18934 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 96406 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5393 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4285 members 
Mstep: Class 15 contains 46759 members 
Mstep: Class 16 contains 34026 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 10142 members 
Mstep: Class 19 contains 213583 members 
Mstep: Class 20 contains 133773 members 
Mstep: Class 21 contains 15318 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047760.000000 Penalty: 73299.523438
Iteration 168Q: 23 clusters Score -8.004776e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2223 members 
Mstep: Class 3 contains 29335 members 
Mstep: Class 4 contains 15983 members 
Mstep: Class 5 contains 35079 members 
Mstep: Class 6 contains 18939 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 96288 members 
Mstep: Class 9 contains 5718 members 
Mstep: Class 10 contains 4830 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5400 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4278 members 
Mstep: Class 15 contains 46737 members 
Mstep: Class 16 contains 34014 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 10132 members 
Mstep: Class 19 contains 212888 members 
Mstep: Class 20 contains 134685 members 
Mstep: Class 21 contains 15319 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047896.000000 Penalty: 73299.523438
Iteration 169Q: 23 clusters Score -8.00479e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 2222 members 
Mstep: Class 3 contains 29310 members 
Mstep: Class 4 contains 15928 members 
Mstep: Class 5 contains 35104 members 
Mstep: Class 6 contains 18953 members 
Mstep: Class 7 contains 1748 members 
Mstep: Class 8 contains 96123 members 
Mstep: Class 9 contains 5717 members 
Mstep: Class 10 contains 4819 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5398 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4269 members 
Mstep: Class 15 contains 46705 members 
Mstep: Class 16 contains 34017 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 10118 members 
Mstep: Class 19 contains 212193 members 
Mstep: Class 20 contains 135661 members 
Mstep: Class 21 contains 15322 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048064.000000 Penalty: 73299.523438
Iteration 170Q: 23 clusters Score -8.004806e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2222 members 
Mstep: Class 3 contains 29293 members 
Mstep: Class 4 contains 15883 members 
Mstep: Class 5 contains 35120 members 
Mstep: Class 6 contains 18972 members 
Mstep: Class 7 contains 1749 members 
Mstep: Class 8 contains 95958 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 4802 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5400 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4269 members 
Mstep: Class 15 contains 46701 members 
Mstep: Class 16 contains 34024 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 10105 members 
Mstep: Class 19 contains 211478 members 
Mstep: Class 20 contains 136597 members 
Mstep: Class 21 contains 15322 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048000.000000 Penalty: 73299.523438
Iteration 171Q: 23 clusters Score -8.0048e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2222 members 
Mstep: Class 3 contains 29281 members 
Mstep: Class 4 contains 15825 members 
Mstep: Class 5 contains 35121 members 
Mstep: Class 6 contains 19004 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 95794 members 
Mstep: Class 9 contains 5717 members 
Mstep: Class 10 contains 4785 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5409 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4250 members 
Mstep: Class 15 contains 46718 members 
Mstep: Class 16 contains 34026 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 10090 members 
Mstep: Class 19 contains 210771 members 
Mstep: Class 20 contains 137533 members 
Mstep: Class 21 contains 15324 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Score: -80048232.000000 Penalty: 73299.523438
Iteration 172Q: 23 clusters Score -8.004823e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2220 members 
Mstep: Class 3 contains 29267 members 
Mstep: Class 4 contains 15772 members 
Mstep: Class 5 contains 35116 members 
Mstep: Class 6 contains 19019 members 
Mstep: Class 7 contains 1749 members 
Mstep: Class 8 contains 95575 members 
Mstep: Class 9 contains 5716 members 
Mstep: Class 10 contains 4770 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5410 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4234 members 
Mstep: Class 15 contains 46725 members 
Mstep: Class 16 contains 34031 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 10068 members 
Mstep: Class 19 contains 210207 members 
Mstep: Class 20 contains 138418 members 
Mstep: Class 21 contains 15328 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048448.000000 Penalty: 73299.523438
Iteration 173Q: 23 clusters Score -8.004845e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 2221 members 
Mstep: Class 3 contains 29255 members 
Mstep: Class 4 contains 15706 members 
Mstep: Class 5 contains 35099 members 
Mstep: Class 6 contains 19034 members 
Mstep: Class 7 contains 1749 members 
Mstep: Class 8 contains 95337 members 
Mstep: Class 9 contains 5716 members 
Mstep: Class 10 contains 4744 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5416 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4223 members 
Mstep: Class 15 contains 46741 members 
Mstep: Class 16 contains 34027 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 10039 members 
Mstep: Class 19 contains 209736 members 
Mstep: Class 20 contains 139261 members 
Mstep: Class 21 contains 15330 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048600.000000 Penalty: 73299.523438
Iteration 174Q: 23 clusters Score -8.00486e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2223 members 
Mstep: Class 3 contains 29241 members 
Mstep: Class 4 contains 15647 members 
Mstep: Class 5 contains 35096 members 
Mstep: Class 6 contains 19052 members 
Mstep: Class 7 contains 1749 members 
Mstep: Class 8 contains 95091 members 
Mstep: Class 9 contains 5713 members 
Mstep: Class 10 contains 4734 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4218 members 
Mstep: Class 15 contains 46768 members 
Mstep: Class 16 contains 34025 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 10021 members 
Mstep: Class 19 contains 209225 members 
Mstep: Class 20 contains 140100 members 
Mstep: Class 21 contains 15334 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Iteration 175Q: 23 clusters Score -8.004863e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2228 members 
Mstep: Class 3 contains 29224 members 
Mstep: Class 4 contains 15580 members 
Mstep: Class 5 contains 35092 members 
Mstep: Class 6 contains 19093 members 
Mstep: Class 7 contains 1749 members 
Mstep: Class 8 contains 94871 members 
Mstep: Class 9 contains 5713 members 
Mstep: Class 10 contains 4719 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5400 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4211 members 
Mstep: Class 15 contains 46804 members 
Mstep: Class 16 contains 34021 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 208641 members 
Mstep: Class 20 contains 140980 members 
Mstep: Class 21 contains 15334 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Score: -80048224.000000 Penalty: 73299.523438
Iteration 176Q: 23 clusters Score -8.004822e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2225 members 
Mstep: Class 3 contains 29218 members 
Mstep: Class 4 contains 15546 members 
Mstep: Class 5 contains 35096 members 
Mstep: Class 6 contains 19141 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 94645 members 
Mstep: Class 9 contains 5715 members 
Mstep: Class 10 contains 4710 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5399 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4197 members 
Mstep: Class 15 contains 46820 members 
Mstep: Class 16 contains 34026 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 208105 members 
Mstep: Class 20 contains 141763 members 
Mstep: Class 21 contains 15337 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048520.000000 Penalty: 73299.523438
Iteration 177Q: 23 clusters Score -8.004852e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2228 members 
Mstep: Class 3 contains 29213 members 
Mstep: Class 4 contains 15505 members 
Mstep: Class 5 contains 35108 members 
Mstep: Class 6 contains 19197 members 
Mstep: Class 7 contains 1756 members 
Mstep: Class 8 contains 94407 members 
Mstep: Class 9 contains 5710 members 
Mstep: Class 10 contains 4702 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5396 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4184 members 
Mstep: Class 15 contains 46829 members 
Mstep: Class 16 contains 34031 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 9962 members 
Mstep: Class 19 contains 207511 members 
Mstep: Class 20 contains 142605 members 
Mstep: Class 21 contains 15340 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Score: -80048464.000000 Penalty: 73299.523438
Iteration 178Q: 23 clusters Score -8.004846e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2231 members 
Mstep: Class 3 contains 29194 members 
Mstep: Class 4 contains 15470 members 
Mstep: Class 5 contains 35117 members 
Mstep: Class 6 contains 19237 members 
Mstep: Class 7 contains 1755 members 
Mstep: Class 8 contains 94156 members 
Mstep: Class 9 contains 5707 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4177 members 
Mstep: Class 15 contains 46857 members 
Mstep: Class 16 contains 34033 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 9941 members 
Mstep: Class 19 contains 206946 members 
Mstep: Class 20 contains 143435 members 
Mstep: Class 21 contains 15340 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Score: -80048560.000000 Penalty: 73299.523438
Iteration 179Q: 23 clusters Score -8.004856e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2233 members 
Mstep: Class 3 contains 29169 members 
Mstep: Class 4 contains 15434 members 
Mstep: Class 5 contains 35151 members 
Mstep: Class 6 contains 19269 members 
Mstep: Class 7 contains 1756 members 
Mstep: Class 8 contains 93833 members 
Mstep: Class 9 contains 5706 members 
Mstep: Class 10 contains 4689 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5409 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4172 members 
Mstep: Class 15 contains 46863 members 
Mstep: Class 16 contains 34033 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 9922 members 
Mstep: Class 19 contains 206450 members 
Mstep: Class 20 contains 144278 members 
Mstep: Class 21 contains 15340 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048656.000000 Penalty: 73299.523438
Iteration 180F: 23 clusters Score -8.004866e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2233 members 
Mstep: Class 3 contains 29157 members 
Mstep: Class 4 contains 15402 members 
Mstep: Class 5 contains 35182 members 
Mstep: Class 6 contains 19308 members 
Mstep: Class 7 contains 1755 members 
Mstep: Class 8 contains 93531 members 
Mstep: Class 9 contains 5704 members 
Mstep: Class 10 contains 4684 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5408 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4163 members 
Mstep: Class 15 contains 46900 members 
Mstep: Class 16 contains 34044 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 9919 members 
Mstep: Class 19 contains 205852 members 
Mstep: Class 20 contains 145135 members 
Mstep: Class 21 contains 15340 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Iteration 181Q: 23 clusters Score -8.004845e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2233 members 
Mstep: Class 3 contains 29150 members 
Mstep: Class 4 contains 15389 members 
Mstep: Class 5 contains 35209 members 
Mstep: Class 6 contains 19355 members 
Mstep: Class 7 contains 1754 members 
Mstep: Class 8 contains 93259 members 
Mstep: Class 9 contains 5701 members 
Mstep: Class 10 contains 4678 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4156 members 
Mstep: Class 15 contains 46941 members 
Mstep: Class 16 contains 34052 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 9915 members 
Mstep: Class 19 contains 205272 members 
Mstep: Class 20 contains 145916 members 
Mstep: Class 21 contains 15339 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048592.000000 Penalty: 73299.523438
Iteration 182Q: 23 clusters Score -8.004859e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2233 members 
Mstep: Class 3 contains 29146 members 
Mstep: Class 4 contains 15372 members 
Mstep: Class 5 contains 35240 members 
Mstep: Class 6 contains 19405 members 
Mstep: Class 7 contains 1752 members 
Mstep: Class 8 contains 92991 members 
Mstep: Class 9 contains 5700 members 
Mstep: Class 10 contains 4675 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5411 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4157 members 
Mstep: Class 15 contains 46998 members 
Mstep: Class 16 contains 34051 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 9913 members 
Mstep: Class 19 contains 204732 members 
Mstep: Class 20 contains 146614 members 
Mstep: Class 21 contains 15338 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 183Q: 23 clusters Score -8.004841e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2231 members 
Mstep: Class 3 contains 29157 members 
Mstep: Class 4 contains 15324 members 
Mstep: Class 5 contains 35247 members 
Mstep: Class 6 contains 19474 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 92760 members 
Mstep: Class 9 contains 5700 members 
Mstep: Class 10 contains 4670 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5415 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4150 members 
Mstep: Class 15 contains 47048 members 
Mstep: Class 16 contains 34062 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 9916 members 
Mstep: Class 19 contains 204188 members 
Mstep: Class 20 contains 147301 members 
Mstep: Class 21 contains 15338 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048512.000000 Penalty: 73299.523438
Iteration 184Q: 23 clusters Score -8.004851e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2229 members 
Mstep: Class 3 contains 29175 members 
Mstep: Class 4 contains 15280 members 
Mstep: Class 5 contains 35273 members 
Mstep: Class 6 contains 19553 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 92571 members 
Mstep: Class 9 contains 5699 members 
Mstep: Class 10 contains 4662 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5420 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4150 members 
Mstep: Class 15 contains 47102 members 
Mstep: Class 16 contains 34060 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 9919 members 
Mstep: Class 19 contains 203573 members 
Mstep: Class 20 contains 147981 members 
Mstep: Class 21 contains 15339 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Iteration 185Q: 23 clusters Score -8.004845e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2229 members 
Mstep: Class 3 contains 29183 members 
Mstep: Class 4 contains 15232 members 
Mstep: Class 5 contains 35294 members 
Mstep: Class 6 contains 19626 members 
Mstep: Class 7 contains 1752 members 
Mstep: Class 8 contains 92366 members 
Mstep: Class 9 contains 5696 members 
Mstep: Class 10 contains 4653 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5421 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4144 members 
Mstep: Class 15 contains 47136 members 
Mstep: Class 16 contains 34084 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 9919 members 
Mstep: Class 19 contains 203132 members 
Mstep: Class 20 contains 148535 members 
Mstep: Class 21 contains 15341 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048200.000000 Penalty: 73299.523438
Iteration 186Q: 23 clusters Score -8.00482e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2229 members 
Mstep: Class 3 contains 29194 members 
Mstep: Class 4 contains 15174 members 
Mstep: Class 5 contains 35312 members 
Mstep: Class 6 contains 19702 members 
Mstep: Class 7 contains 1753 members 
Mstep: Class 8 contains 92198 members 
Mstep: Class 9 contains 5695 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5423 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4138 members 
Mstep: Class 15 contains 47149 members 
Mstep: Class 16 contains 34091 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 9925 members 
Mstep: Class 19 contains 202637 members 
Mstep: Class 20 contains 149144 members 
Mstep: Class 21 contains 15343 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Iteration 187Q: 23 clusters Score -8.00481e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2227 members 
Mstep: Class 3 contains 29194 members 
Mstep: Class 4 contains 15111 members 
Mstep: Class 5 contains 35317 members 
Mstep: Class 6 contains 19756 members 
Mstep: Class 7 contains 1755 members 
Mstep: Class 8 contains 92025 members 
Mstep: Class 9 contains 5696 members 
Mstep: Class 10 contains 4642 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5428 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4138 members 
Mstep: Class 15 contains 47180 members 
Mstep: Class 16 contains 34104 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 9921 members 
Mstep: Class 19 contains 202126 members 
Mstep: Class 20 contains 149787 members 
Mstep: Class 21 contains 15345 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Iteration 188Q: 23 clusters Score -8.004797e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2226 members 
Mstep: Class 3 contains 29177 members 
Mstep: Class 4 contains 15067 members 
Mstep: Class 5 contains 35331 members 
Mstep: Class 6 contains 19798 members 
Mstep: Class 7 contains 1757 members 
Mstep: Class 8 contains 91837 members 
Mstep: Class 9 contains 5697 members 
Mstep: Class 10 contains 4646 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5435 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4133 members 
Mstep: Class 15 contains 47233 members 
Mstep: Class 16 contains 34127 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 9911 members 
Mstep: Class 19 contains 201598 members 
Mstep: Class 20 contains 150438 members 
Mstep: Class 21 contains 15343 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Iteration 189Q: 23 clusters Score -8.004769e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2227 members 
Mstep: Class 3 contains 29168 members 
Mstep: Class 4 contains 15031 members 
Mstep: Class 5 contains 35354 members 
Mstep: Class 6 contains 19822 members 
Mstep: Class 7 contains 1759 members 
Mstep: Class 8 contains 91671 members 
Mstep: Class 9 contains 5699 members 
Mstep: Class 10 contains 4643 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5438 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4128 members 
Mstep: Class 15 contains 47264 members 
Mstep: Class 16 contains 34132 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 9912 members 
Mstep: Class 19 contains 201034 members 
Mstep: Class 20 contains 151132 members 
Mstep: Class 21 contains 15342 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Iteration 190Q: 23 clusters Score -8.004746e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2226 members 
Mstep: Class 3 contains 29173 members 
Mstep: Class 4 contains 14993 members 
Mstep: Class 5 contains 35364 members 
Mstep: Class 6 contains 19844 members 
Mstep: Class 7 contains 1760 members 
Mstep: Class 8 contains 91497 members 
Mstep: Class 9 contains 5699 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5443 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4125 members 
Mstep: Class 15 contains 47292 members 
Mstep: Class 16 contains 34127 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 9920 members 
Mstep: Class 19 contains 200499 members 
Mstep: Class 20 contains 151814 members 
Mstep: Class 21 contains 15341 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Iteration 191Q: 23 clusters Score -8.004727e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2225 members 
Mstep: Class 3 contains 29197 members 
Mstep: Class 4 contains 14949 members 
Mstep: Class 5 contains 35344 members 
Mstep: Class 6 contains 19879 members 
Mstep: Class 7 contains 1761 members 
Mstep: Class 8 contains 91350 members 
Mstep: Class 9 contains 5698 members 
Mstep: Class 10 contains 4652 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5444 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4129 members 
Mstep: Class 15 contains 47343 members 
Mstep: Class 16 contains 34133 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 9936 members 
Mstep: Class 19 contains 199859 members 
Mstep: Class 20 contains 152521 members 
Mstep: Class 21 contains 15339 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Iteration 192Q: 23 clusters Score -8.004705e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2226 members 
Mstep: Class 3 contains 29215 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 35342 members 
Mstep: Class 6 contains 19906 members 
Mstep: Class 7 contains 1760 members 
Mstep: Class 8 contains 91199 members 
Mstep: Class 9 contains 5697 members 
Mstep: Class 10 contains 4667 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4130 members 
Mstep: Class 15 contains 47402 members 
Mstep: Class 16 contains 34134 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 9952 members 
Mstep: Class 19 contains 199158 members 
Mstep: Class 20 contains 153262 members 
Mstep: Class 21 contains 15339 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Iteration 193Q: 23 clusters Score -8.00471e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2225 members 
Mstep: Class 3 contains 29228 members 
Mstep: Class 4 contains 14903 members 
Mstep: Class 5 contains 35336 members 
Mstep: Class 6 contains 19930 members 
Mstep: Class 7 contains 1759 members 
Mstep: Class 8 contains 91043 members 
Mstep: Class 9 contains 5695 members 
Mstep: Class 10 contains 4687 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4135 members 
Mstep: Class 15 contains 47421 members 
Mstep: Class 16 contains 34129 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 9966 members 
Mstep: Class 19 contains 198494 members 
Mstep: Class 20 contains 154014 members 
Mstep: Class 21 contains 15341 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Iteration 194Q: 23 clusters Score -8.004705e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2228 members 
Mstep: Class 3 contains 29258 members 
Mstep: Class 4 contains 14880 members 
Mstep: Class 5 contains 35324 members 
Mstep: Class 6 contains 19951 members 
Mstep: Class 7 contains 1759 members 
Mstep: Class 8 contains 90919 members 
Mstep: Class 9 contains 5697 members 
Mstep: Class 10 contains 4700 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5466 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4132 members 
Mstep: Class 15 contains 47446 members 
Mstep: Class 16 contains 34125 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 9979 members 
Mstep: Class 19 contains 197803 members 
Mstep: Class 20 contains 154761 members 
Mstep: Class 21 contains 15341 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047144.000000 Penalty: 73299.523438
Iteration 195Q: 23 clusters Score -8.004714e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2228 members 
Mstep: Class 3 contains 29304 members 
Mstep: Class 4 contains 14855 members 
Mstep: Class 5 contains 35335 members 
Mstep: Class 6 contains 19991 members 
Mstep: Class 7 contains 1760 members 
Mstep: Class 8 contains 90780 members 
Mstep: Class 9 contains 5699 members 
Mstep: Class 10 contains 4712 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5478 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4127 members 
Mstep: Class 15 contains 47462 members 
Mstep: Class 16 contains 34121 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 197126 members 
Mstep: Class 20 contains 155472 members 
Mstep: Class 21 contains 15341 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047040.000000 Penalty: 73299.523438
Iteration 196Q: 23 clusters Score -8.004704e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 29332 members 
Mstep: Class 4 contains 14827 members 
Mstep: Class 5 contains 35340 members 
Mstep: Class 6 contains 20031 members 
Mstep: Class 7 contains 1761 members 
Mstep: Class 8 contains 90610 members 
Mstep: Class 9 contains 5699 members 
Mstep: Class 10 contains 4725 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5485 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4127 members 
Mstep: Class 15 contains 47485 members 
Mstep: Class 16 contains 34116 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 9998 members 
Mstep: Class 19 contains 196399 members 
Mstep: Class 20 contains 156276 members 
Mstep: Class 21 contains 15343 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047136.000000 Penalty: 73299.523438
Iteration 197Q: 23 clusters Score -8.004714e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2234 members 
Mstep: Class 3 contains 29370 members 
Mstep: Class 4 contains 14799 members 
Mstep: Class 5 contains 35355 members 
Mstep: Class 6 contains 20061 members 
Mstep: Class 7 contains 1760 members 
Mstep: Class 8 contains 90443 members 
Mstep: Class 9 contains 5700 members 
Mstep: Class 10 contains 4726 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5494 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4132 members 
Mstep: Class 15 contains 47514 members 
Mstep: Class 16 contains 34109 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 10005 members 
Mstep: Class 19 contains 195708 members 
Mstep: Class 20 contains 157038 members 
Mstep: Class 21 contains 15343 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047352.000000 Penalty: 73299.523438
Iteration 198Q: 23 clusters Score -8.004735e+07 nChanged 3211
Entering ConstructFrom: 
Score: -80047352.000000 Penalty: 73299.523438
Entering ConstructFrom: 
Trying to split cluster 1 (5915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Entering Unmasked Estep 
Score: -678620.062500 Penalty: 2153.941162
	Iteration 0F: 2 clusters Score -678620.1 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 2957 members 
Entering Unmasked Estep 
Score: -673609.250000 Penalty: 4307.882324
	Iteration 0F: 3 clusters Score -673609.2 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -674916.000000 Penalty: 4307.882324
	Iteration 1F: 3 clusters Score -674916 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -675239.750000 Penalty: 4307.882324
	Iteration 2F: 3 clusters Score -675239.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -675549.187500 Penalty: 4307.882324
	Iteration 3F: 3 clusters Score -675549.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -675831.812500 Penalty: 4307.882324
	Iteration 4F: 3 clusters Score -675831.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -676087.062500 Penalty: 4307.882324
	Iteration 5F: 3 clusters Score -676087.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -676344.437500 Penalty: 4307.882324
	Iteration 6F: 3 clusters Score -676344.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -676583.500000 Penalty: 4307.882324
	Iteration 7F: 3 clusters Score -676583.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -676779.937500 Penalty: 4307.882324
	Iteration 8Q: 3 clusters Score -676779.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -676947.937500 Penalty: 4307.882324
	Iteration 9Q: 3 clusters Score -676947.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -677089.562500 Penalty: 4307.882324
	Iteration 10Q: 3 clusters Score -677089.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -677193.750000 Penalty: 4307.882324
	Iteration 11Q: 3 clusters Score -677193.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -677266.250000 Penalty: 4307.882324
	Iteration 12Q: 3 clusters Score -677266.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -677324.750000 Penalty: 4307.882324
	Iteration 13Q: 3 clusters Score -677324.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -677377.375000 Penalty: 4307.882324
	Iteration 14Q: 3 clusters Score -677377.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -677406.750000 Penalty: 4307.882324
	Iteration 15Q: 3 clusters Score -677406.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -677427.000000 Penalty: 4307.882324
	Iteration 16Q: 3 clusters Score -677427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -677444.125000 Penalty: 4307.882324
	Iteration 17Q: 3 clusters Score -677444.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -677453.500000 Penalty: 4307.882324
	Iteration 18Q: 3 clusters Score -677453.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -677461.750000 Penalty: 4307.882324
	Iteration 19Q: 3 clusters Score -677461.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -677469.562500 Penalty: 4307.882324
	Iteration 20F: 3 clusters Score -677469.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -677476.687500 Penalty: 4307.882324
	Iteration 21Q: 3 clusters Score -677476.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -677485.625000 Penalty: 4307.882324
	Iteration 22Q: 3 clusters Score -677485.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -677493.312500 Penalty: 4307.882324
	Iteration 23Q: 3 clusters Score -677493.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -677498.375000 Penalty: 4307.882324
	Iteration 24Q: 3 clusters Score -677498.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -677499.812500 Penalty: 4307.882324
	Iteration 25Q: 3 clusters Score -677499.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -677502.375000 Penalty: 4307.882324
	Iteration 26Q: 3 clusters Score -677502.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -677505.562500 Penalty: 4307.882324
	Iteration 27Q: 3 clusters Score -677505.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -677506.187500 Penalty: 4307.882324
	Iteration 28Q: 3 clusters Score -677506.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -677506.437500 Penalty: 4307.882324
	Iteration 29Q: 3 clusters Score -677506.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -677506.437500 Penalty: 4307.882324
	Iteration 30F: 3 clusters Score -677506.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Entering Unmasked Estep 
Score: -253619.046875 Penalty: 1912.464111
	Iteration 0F: 2 clusters Score -253619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -250827.937500 Penalty: 3824.928223
	Iteration 0F: 3 clusters Score -250827.9 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -251359.718750 Penalty: 3824.928223
	Iteration 1F: 3 clusters Score -251359.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -251561.578125 Penalty: 3824.928223
	Iteration 2F: 3 clusters Score -251561.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -251747.984375 Penalty: 3824.928223
	Iteration 3F: 3 clusters Score -251748 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -251928.921875 Penalty: 3824.928223
	Iteration 4Q: 3 clusters Score -251928.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -252138.437500 Penalty: 3824.928223
	Iteration 5F: 3 clusters Score -252138.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -252322.671875 Penalty: 3824.928223
	Iteration 6Q: 3 clusters Score -252322.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -252458.625000 Penalty: 3824.928223
	Iteration 7Q: 3 clusters Score -252458.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -252609.718750 Penalty: 3824.928223
	Iteration 8Q: 3 clusters Score -252609.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -252745.343750 Penalty: 3824.928223
	Iteration 9Q: 3 clusters Score -252745.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -252860.093750 Penalty: 3824.928223
	Iteration 10Q: 3 clusters Score -252860.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -252946.109375 Penalty: 3824.928223
	Iteration 11Q: 3 clusters Score -252946.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -253016.343750 Penalty: 3824.928223
	Iteration 12Q: 3 clusters Score -253016.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -253074.921875 Penalty: 3824.928223
	Iteration 13Q: 3 clusters Score -253074.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -253144.046875 Penalty: 3824.928223
	Iteration 14Q: 3 clusters Score -253144 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -253206.078125 Penalty: 3824.928223
	Iteration 15Q: 3 clusters Score -253206.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -253241.640625 Penalty: 3824.928223
	Iteration 16Q: 3 clusters Score -253241.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -253287.421875 Penalty: 3824.928223
	Iteration 17Q: 3 clusters Score -253287.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -253333.843750 Penalty: 3824.928223
	Iteration 18Q: 3 clusters Score -253333.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -253346.968750 Penalty: 3824.928223
	Iteration 19Q: 3 clusters Score -253347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -253350.343750 Penalty: 3824.928223
	Iteration 20F: 3 clusters Score -253350.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Entering Unmasked Estep 
Score: -3574042.750000 Penalty: 2551.677490
	Iteration 0F: 2 clusters Score -3574043 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 14645 members 
Entering Unmasked Estep 
Score: -3553797.750000 Penalty: 5103.354980
	Iteration 0F: 3 clusters Score -3553798 nChanged 13212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -3560856.000000 Penalty: 5103.354980
	Iteration 1F: 3 clusters Score -3560856 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -3561311.500000 Penalty: 5103.354980
	Iteration 2Q: 3 clusters Score -3561312 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -3561686.250000 Penalty: 5103.354980
	Iteration 3Q: 3 clusters Score -3561686 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -3562058.750000 Penalty: 5103.354980
	Iteration 4Q: 3 clusters Score -3562059 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -3562431.500000 Penalty: 5103.354980
	Iteration 5Q: 3 clusters Score -3562432 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -3562866.000000 Penalty: 5103.354980
	Iteration 6Q: 3 clusters Score -3562866 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -3563481.250000 Penalty: 5103.354980
	Iteration 7Q: 3 clusters Score -3563481 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -3564339.000000 Penalty: 5103.354980
	Iteration 8Q: 3 clusters Score -3564339 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -3565463.250000 Penalty: 5103.354980
	Iteration 9F: 3 clusters Score -3565463 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -3566788.000000 Penalty: 5103.354980
	Iteration 10F: 3 clusters Score -3566788 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -3568062.750000 Penalty: 5103.354980
	Iteration 11Q: 3 clusters Score -3568063 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -3569070.750000 Penalty: 5103.354980
	Iteration 12Q: 3 clusters Score -3569071 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -3569648.000000 Penalty: 5103.354980
	Iteration 13Q: 3 clusters Score -3569648 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -3570001.250000 Penalty: 5103.354980
	Iteration 14Q: 3 clusters Score -3570001 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -3570265.750000 Penalty: 5103.354980
	Iteration 15Q: 3 clusters Score -3570266 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -3570474.000000 Penalty: 5103.354980
	Iteration 16Q: 3 clusters Score -3570474 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3570645.500000 Penalty: 5103.354980
	Iteration 17Q: 3 clusters Score -3570646 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -3570789.500000 Penalty: 5103.354980
	Iteration 18Q: 3 clusters Score -3570790 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -3570893.500000 Penalty: 5103.354980
	Iteration 19Q: 3 clusters Score -3570894 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3570991.250000 Penalty: 5103.354980
	Iteration 20F: 3 clusters Score -3570991 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3571085.750000 Penalty: 5103.354980
	Iteration 21Q: 3 clusters Score -3571086 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3571184.000000 Penalty: 5103.354980
	Iteration 22Q: 3 clusters Score -3571184 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3571270.000000 Penalty: 5103.354980
	Iteration 23Q: 3 clusters Score -3571270 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3571345.000000 Penalty: 5103.354980
	Iteration 24Q: 3 clusters Score -3571345 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3571423.000000 Penalty: 5103.354980
	Iteration 25Q: 3 clusters Score -3571423 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3571480.500000 Penalty: 5103.354980
	Iteration 26Q: 3 clusters Score -3571480 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3571537.500000 Penalty: 5103.354980
	Iteration 27Q: 3 clusters Score -3571538 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3571575.500000 Penalty: 5103.354980
	Iteration 28Q: 3 clusters Score -3571576 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3571611.250000 Penalty: 5103.354980
	Iteration 29Q: 3 clusters Score -3571611 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3571628.500000 Penalty: 5103.354980
	Iteration 30Q: 3 clusters Score -3571628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3571643.750000 Penalty: 5103.354980
	Iteration 31Q: 3 clusters Score -3571644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3571652.500000 Penalty: 5103.354980
	Iteration 32Q: 3 clusters Score -3571652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3571662.500000 Penalty: 5103.354980
	Iteration 33Q: 3 clusters Score -3571662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3571678.750000 Penalty: 5103.354980
	Iteration 34Q: 3 clusters Score -3571679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3571687.750000 Penalty: 5103.354980
	Iteration 35Q: 3 clusters Score -3571688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3571703.500000 Penalty: 5103.354980
	Iteration 36Q: 3 clusters Score -3571704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3571721.750000 Penalty: 5103.354980
	Iteration 37Q: 3 clusters Score -3571722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3571738.500000 Penalty: 5103.354980
	Iteration 38Q: 3 clusters Score -3571738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3571754.250000 Penalty: 5103.354980
	Iteration 39Q: 3 clusters Score -3571754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3571769.250000 Penalty: 5103.354980
	Iteration 40F: 3 clusters Score -3571769 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3571777.250000 Penalty: 5103.354980
	Iteration 41Q: 3 clusters Score -3571777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3571786.000000 Penalty: 5103.354980
	Iteration 42Q: 3 clusters Score -3571786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3571797.500000 Penalty: 5103.354980
	Iteration 43Q: 3 clusters Score -3571798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3571803.000000 Penalty: 5103.354980
	Iteration 44Q: 3 clusters Score -3571803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3571805.750000 Penalty: 5103.354980
	Iteration 45Q: 3 clusters Score -3571806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3571809.500000 Penalty: 5103.354980
	Iteration 46Q: 3 clusters Score -3571810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3571814.000000 Penalty: 5103.354980
	Iteration 47Q: 3 clusters Score -3571814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3571813.750000 Penalty: 5103.354980
	Iteration 48Q: 3 clusters Score -3571814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3571813.750000 Penalty: 5103.354980
	Iteration 49Q: 3 clusters Score -3571814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3571815.250000 Penalty: 5103.354980
	Iteration 50Q: 3 clusters Score -3571815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3571816.750000 Penalty: 5103.354980
	Iteration 51Q: 3 clusters Score -3571817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3571817.750000 Penalty: 5103.354980
	Iteration 52Q: 3 clusters Score -3571818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3571818.500000 Penalty: 5103.354980
	Iteration 53Q: 3 clusters Score -3571818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3571817.000000 Penalty: 5103.354980
	Iteration 54Q: 3 clusters Score -3571817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3571817.000000 Penalty: 5103.354980
	Iteration 55F: 3 clusters Score -3571817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Entering Unmasked Estep 
Score: -1791724.625000 Penalty: 2380.904297
	Iteration 0F: 2 clusters Score -1791725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1781048.125000 Penalty: 4761.808594
	Iteration 0F: 3 clusters Score -1781048 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1784392.625000 Penalty: 4761.808594
	Iteration 1F: 3 clusters Score -1784393 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1784712.375000 Penalty: 4761.808594
	Iteration 2F: 3 clusters Score -1784712 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1784962.375000 Penalty: 4761.808594
	Iteration 3Q: 3 clusters Score -1784962 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1785184.000000 Penalty: 4761.808594
	Iteration 4Q: 3 clusters Score -1785184 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1785376.875000 Penalty: 4761.808594
	Iteration 5Q: 3 clusters Score -1785377 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1785539.875000 Penalty: 4761.808594
	Iteration 6Q: 3 clusters Score -1785540 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1785734.000000 Penalty: 4761.808594
	Iteration 7Q: 3 clusters Score -1785734 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1785971.250000 Penalty: 4761.808594
	Iteration 8Q: 3 clusters Score -1785971 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1786286.625000 Penalty: 4761.808594
	Iteration 9Q: 3 clusters Score -1786287 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1786689.625000 Penalty: 4761.808594
	Iteration 10Q: 3 clusters Score -1786690 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1787142.625000 Penalty: 4761.808594
	Iteration 11Q: 3 clusters Score -1787143 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1787659.375000 Penalty: 4761.808594
	Iteration 12Q: 3 clusters Score -1787659 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1788157.000000 Penalty: 4761.808594
	Iteration 13Q: 3 clusters Score -1788157 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1788617.750000 Penalty: 4761.808594
	Iteration 14Q: 3 clusters Score -1788618 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1789009.125000 Penalty: 4761.808594
	Iteration 15Q: 3 clusters Score -1789009 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1789246.000000 Penalty: 4761.808594
	Iteration 16Q: 3 clusters Score -1789246 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1789402.125000 Penalty: 4761.808594
	Iteration 17Q: 3 clusters Score -1789402 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1789498.250000 Penalty: 4761.808594
	Iteration 18Q: 3 clusters Score -1789498 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1789565.875000 Penalty: 4761.808594
	Iteration 19Q: 3 clusters Score -1789566 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1789603.250000 Penalty: 4761.808594
	Iteration 20F: 3 clusters Score -1789603 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1789638.000000 Penalty: 4761.808594
	Iteration 21Q: 3 clusters Score -1789638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1789660.125000 Penalty: 4761.808594
	Iteration 22Q: 3 clusters Score -1789660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1789669.250000 Penalty: 4761.808594
	Iteration 23Q: 3 clusters Score -1789669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1789681.500000 Penalty: 4761.808594
	Iteration 24Q: 3 clusters Score -1789682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1789696.250000 Penalty: 4761.808594
	Iteration 25Q: 3 clusters Score -1789696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1789709.125000 Penalty: 4761.808594
	Iteration 26Q: 3 clusters Score -1789709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1789715.875000 Penalty: 4761.808594
	Iteration 27Q: 3 clusters Score -1789716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1789722.625000 Penalty: 4761.808594
	Iteration 28Q: 3 clusters Score -1789723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1789726.625000 Penalty: 4761.808594
	Iteration 29Q: 3 clusters Score -1789727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1789731.500000 Penalty: 4761.808594
	Iteration 30Q: 3 clusters Score -1789732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1789733.375000 Penalty: 4761.808594
	Iteration 31Q: 3 clusters Score -1789733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1789733.750000 Penalty: 4761.808594
	Iteration 32Q: 3 clusters Score -1789734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1789738.000000 Penalty: 4761.808594
	Iteration 33Q: 3 clusters Score -1789738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1789738.000000 Penalty: 4761.808594
	Iteration 34F: 3 clusters Score -1789738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Entering Unmasked Estep 
Score: -4273562.500000 Penalty: 2597.394531
	Iteration 0F: 2 clusters Score -4273562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -4249367.500000 Penalty: 5194.789062
	Iteration 0F: 3 clusters Score -4249368 nChanged 16129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -4257983.500000 Penalty: 5194.789062
	Iteration 1F: 3 clusters Score -4257984 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -4258464.500000 Penalty: 5194.789062
	Iteration 2Q: 3 clusters Score -4258464 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -4258875.000000 Penalty: 5194.789062
	Iteration 3Q: 3 clusters Score -4258875 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -4259251.000000 Penalty: 5194.789062
	Iteration 4Q: 3 clusters Score -4259251 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -4259724.500000 Penalty: 5194.789062
	Iteration 5Q: 3 clusters Score -4259724 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -4260425.500000 Penalty: 5194.789062
	Iteration 6Q: 3 clusters Score -4260426 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -4261574.000000 Penalty: 5194.789062
	Iteration 7F: 3 clusters Score -4261574 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -4263479.000000 Penalty: 5194.789062
	Iteration 8F: 3 clusters Score -4263479 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -4266059.500000 Penalty: 5194.789062
	Iteration 9F: 3 clusters Score -4266060 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -4268520.000000 Penalty: 5194.789062
	Iteration 10F: 3 clusters Score -4268520 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4270151.000000 Penalty: 5194.789062
	Iteration 11Q: 3 clusters Score -4270151 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4270846.000000 Penalty: 5194.789062
	Iteration 12Q: 3 clusters Score -4270846 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4271117.500000 Penalty: 5194.789062
	Iteration 13Q: 3 clusters Score -4271118 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4271258.000000 Penalty: 5194.789062
	Iteration 14Q: 3 clusters Score -4271258 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4271341.000000 Penalty: 5194.789062
	Iteration 15Q: 3 clusters Score -4271341 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4271404.000000 Penalty: 5194.789062
	Iteration 16Q: 3 clusters Score -4271404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4271428.500000 Penalty: 5194.789062
	Iteration 17Q: 3 clusters Score -4271428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4271469.000000 Penalty: 5194.789062
	Iteration 18Q: 3 clusters Score -4271469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4271480.500000 Penalty: 5194.789062
	Iteration 19Q: 3 clusters Score -4271480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4271497.500000 Penalty: 5194.789062
	Iteration 20F: 3 clusters Score -4271498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4271506.500000 Penalty: 5194.789062
	Iteration 21Q: 3 clusters Score -4271506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4271521.000000 Penalty: 5194.789062
	Iteration 22Q: 3 clusters Score -4271521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4271535.500000 Penalty: 5194.789062
	Iteration 23Q: 3 clusters Score -4271536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4271548.000000 Penalty: 5194.789062
	Iteration 24Q: 3 clusters Score -4271548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4271562.500000 Penalty: 5194.789062
	Iteration 25Q: 3 clusters Score -4271562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4271579.000000 Penalty: 5194.789062
	Iteration 26Q: 3 clusters Score -4271579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4271590.500000 Penalty: 5194.789062
	Iteration 27Q: 3 clusters Score -4271590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4271598.500000 Penalty: 5194.789062
	Iteration 28Q: 3 clusters Score -4271598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4271595.500000 Penalty: 5194.789062
	Iteration 29Q: 3 clusters Score -4271596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4271599.000000 Penalty: 5194.789062
	Iteration 30Q: 3 clusters Score -4271599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4271600.000000 Penalty: 5194.789062
	Iteration 31Q: 3 clusters Score -4271600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4271606.000000 Penalty: 5194.789062
	Iteration 32Q: 3 clusters Score -4271606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4271608.000000 Penalty: 5194.789062
	Iteration 33Q: 3 clusters Score -4271608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4271608.500000 Penalty: 5194.789062
	Iteration 34Q: 3 clusters Score -4271608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4271608.500000 Penalty: 5194.789062
	Iteration 35F: 3 clusters Score -4271608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Entering Unmasked Estep 
Score: -2430966.250000 Penalty: 2457.153809
	Iteration 0F: 2 clusters Score -2430966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2416854.000000 Penalty: 4914.307617
	Iteration 0F: 3 clusters Score -2416854 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2421677.750000 Penalty: 4914.307617
	Iteration 1F: 3 clusters Score -2421678 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2422218.500000 Penalty: 4914.307617
	Iteration 2F: 3 clusters Score -2422218 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2422705.250000 Penalty: 4914.307617
	Iteration 3F: 3 clusters Score -2422705 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2423182.500000 Penalty: 4914.307617
	Iteration 4F: 3 clusters Score -2423182 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2423717.750000 Penalty: 4914.307617
	Iteration 5F: 3 clusters Score -2423718 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2424303.500000 Penalty: 4914.307617
	Iteration 6F: 3 clusters Score -2424304 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2424941.500000 Penalty: 4914.307617
	Iteration 7F: 3 clusters Score -2424942 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2425628.750000 Penalty: 4914.307617
	Iteration 8Q: 3 clusters Score -2425629 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2426280.500000 Penalty: 4914.307617
	Iteration 9Q: 3 clusters Score -2426280 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2426863.250000 Penalty: 4914.307617
	Iteration 10Q: 3 clusters Score -2426863 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2427284.000000 Penalty: 4914.307617
	Iteration 11Q: 3 clusters Score -2427284 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2427547.750000 Penalty: 4914.307617
	Iteration 12Q: 3 clusters Score -2427548 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2427735.000000 Penalty: 4914.307617
	Iteration 13Q: 3 clusters Score -2427735 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2427862.500000 Penalty: 4914.307617
	Iteration 14Q: 3 clusters Score -2427862 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2428002.750000 Penalty: 4914.307617
	Iteration 15Q: 3 clusters Score -2428003 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2428149.500000 Penalty: 4914.307617
	Iteration 16Q: 3 clusters Score -2428150 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2428268.000000 Penalty: 4914.307617
	Iteration 17Q: 3 clusters Score -2428268 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2428387.000000 Penalty: 4914.307617
	Iteration 18Q: 3 clusters Score -2428387 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2428510.750000 Penalty: 4914.307617
	Iteration 19Q: 3 clusters Score -2428511 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2428602.750000 Penalty: 4914.307617
	Iteration 20F: 3 clusters Score -2428603 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2428679.500000 Penalty: 4914.307617
	Iteration 21Q: 3 clusters Score -2428680 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2428750.250000 Penalty: 4914.307617
	Iteration 22Q: 3 clusters Score -2428750 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2428805.250000 Penalty: 4914.307617
	Iteration 23Q: 3 clusters Score -2428805 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2428846.750000 Penalty: 4914.307617
	Iteration 24Q: 3 clusters Score -2428847 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2428882.750000 Penalty: 4914.307617
	Iteration 25Q: 3 clusters Score -2428883 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2428900.750000 Penalty: 4914.307617
	Iteration 26Q: 3 clusters Score -2428901 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2428911.500000 Penalty: 4914.307617
	Iteration 27Q: 3 clusters Score -2428912 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2428927.250000 Penalty: 4914.307617
	Iteration 28Q: 3 clusters Score -2428927 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2428944.750000 Penalty: 4914.307617
	Iteration 29Q: 3 clusters Score -2428945 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2428959.250000 Penalty: 4914.307617
	Iteration 30Q: 3 clusters Score -2428959 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2428982.250000 Penalty: 4914.307617
	Iteration 31Q: 3 clusters Score -2428982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2428995.750000 Penalty: 4914.307617
	Iteration 32Q: 3 clusters Score -2428996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2429007.250000 Penalty: 4914.307617
	Iteration 33Q: 3 clusters Score -2429007 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2429016.250000 Penalty: 4914.307617
	Iteration 34Q: 3 clusters Score -2429016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2429026.500000 Penalty: 4914.307617
	Iteration 35Q: 3 clusters Score -2429026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2429037.750000 Penalty: 4914.307617
	Iteration 36Q: 3 clusters Score -2429038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2429039.000000 Penalty: 4914.307617
	Iteration 37Q: 3 clusters Score -2429039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2429046.250000 Penalty: 4914.307617
	Iteration 38Q: 3 clusters Score -2429046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2429050.500000 Penalty: 4914.307617
	Iteration 39Q: 3 clusters Score -2429050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2429055.000000 Penalty: 4914.307617
	Iteration 40F: 3 clusters Score -2429055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2429049.250000 Penalty: 4914.307617
	Iteration 41Q: 3 clusters Score -2429049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2429052.000000 Penalty: 4914.307617
	Iteration 42Q: 3 clusters Score -2429052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2429052.000000 Penalty: 4914.307617
	Iteration 43Q: 3 clusters Score -2429052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2429056.000000 Penalty: 4914.307617
	Iteration 44Q: 3 clusters Score -2429056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2429060.500000 Penalty: 4914.307617
	Iteration 45Q: 3 clusters Score -2429060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2429061.000000 Penalty: 4914.307617
	Iteration 46Q: 3 clusters Score -2429061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2429061.000000 Penalty: 4914.307617
	Iteration 47Q: 3 clusters Score -2429061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2429057.250000 Penalty: 4914.307617
	Iteration 48Q: 3 clusters Score -2429057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2429057.500000 Penalty: 4914.307617
	Iteration 49Q: 3 clusters Score -2429058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2429058.500000 Penalty: 4914.307617
	Iteration 50Q: 3 clusters Score -2429058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2429058.750000 Penalty: 4914.307617
	Iteration 51Q: 3 clusters Score -2429059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2429061.750000 Penalty: 4914.307617
	Iteration 52Q: 3 clusters Score -2429062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2429066.750000 Penalty: 4914.307617
	Iteration 53Q: 3 clusters Score -2429067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2429068.250000 Penalty: 4914.307617
	Iteration 54Q: 3 clusters Score -2429068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2429067.500000 Penalty: 4914.307617
	Iteration 55Q: 3 clusters Score -2429068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2429066.250000 Penalty: 4914.307617
	Iteration 56Q: 3 clusters Score -2429066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2429066.500000 Penalty: 4914.307617
	Iteration 57Q: 3 clusters Score -2429066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2429066.000000 Penalty: 4914.307617
	Iteration 58Q: 3 clusters Score -2429066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2429066.000000 Penalty: 4914.307617
	Iteration 59F: 3 clusters Score -2429066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -209591.781250 Penalty: 1853.743408
	Iteration 0F: 2 clusters Score -209591.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -207132.046875 Penalty: 3707.486816
	Iteration 0F: 3 clusters Score -207132 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -207572.484375 Penalty: 3707.486816
	Iteration 1F: 3 clusters Score -207572.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -207667.343750 Penalty: 3707.486816
	Iteration 2F: 3 clusters Score -207667.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -207718.609375 Penalty: 3707.486816
	Iteration 3Q: 3 clusters Score -207718.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -207750.562500 Penalty: 3707.486816
	Iteration 4Q: 3 clusters Score -207750.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -207778.218750 Penalty: 3707.486816
	Iteration 5Q: 3 clusters Score -207778.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -207792.421875 Penalty: 3707.486816
	Iteration 6Q: 3 clusters Score -207792.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -207808.593750 Penalty: 3707.486816
	Iteration 7Q: 3 clusters Score -207808.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -207820.015625 Penalty: 3707.486816
	Iteration 8Q: 3 clusters Score -207820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -207831.062500 Penalty: 3707.486816
	Iteration 9Q: 3 clusters Score -207831.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -207842.171875 Penalty: 3707.486816
	Iteration 10Q: 3 clusters Score -207842.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -207851.375000 Penalty: 3707.486816
	Iteration 11Q: 3 clusters Score -207851.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -207859.578125 Penalty: 3707.486816
	Iteration 12Q: 3 clusters Score -207859.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -207863.234375 Penalty: 3707.486816
	Iteration 13Q: 3 clusters Score -207863.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -207864.328125 Penalty: 3707.486816
	Iteration 14Q: 3 clusters Score -207864.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -207864.328125 Penalty: 3707.486816
	Iteration 15F: 3 clusters Score -207864.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (90263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90263 members 
Entering Unmasked Estep 
Score: -10809581.000000 Penalty: 2829.799805
	Iteration 0F: 2 clusters Score -1.080958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -10749687.000000 Penalty: 5659.599609
	Iteration 0F: 3 clusters Score -1.074969e+07 nChanged 42468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -10774731.000000 Penalty: 5659.599609
	Iteration 1F: 3 clusters Score -1.077473e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -10776586.000000 Penalty: 5659.599609
	Iteration 2Q: 3 clusters Score -1.077659e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -10779531.000000 Penalty: 5659.599609
	Iteration 3F: 3 clusters Score -1.077953e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 58335 members 
Entering Unmasked Estep 
Score: -10784073.000000 Penalty: 5659.599609
	Iteration 4F: 3 clusters Score -1.078407e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 63386 members 
Entering Unmasked Estep 
Score: -10790072.000000 Penalty: 5659.599609
	Iteration 5F: 3 clusters Score -1.079007e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 67942 members 
Entering Unmasked Estep 
Score: -10796172.000000 Penalty: 5659.599609
	Iteration 6F: 3 clusters Score -1.079617e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 70843 members 
Entering Unmasked Estep 
Score: -10800339.000000 Penalty: 5659.599609
	Iteration 7F: 3 clusters Score -1.080034e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -10802115.000000 Penalty: 5659.599609
	Iteration 8Q: 3 clusters Score -1.080212e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 74054 members 
Entering Unmasked Estep 
Score: -10803026.000000 Penalty: 5659.599609
	Iteration 9Q: 3 clusters Score -1.080303e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 75304 members 
Entering Unmasked Estep 
Score: -10803663.000000 Penalty: 5659.599609
	Iteration 10Q: 3 clusters Score -1.080366e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 76424 members 
Entering Unmasked Estep 
Score: -10804165.000000 Penalty: 5659.599609
	Iteration 11Q: 3 clusters Score -1.080416e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 77417 members 
Entering Unmasked Estep 
Score: -10804543.000000 Penalty: 5659.599609
	Iteration 12Q: 3 clusters Score -1.080454e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 78328 members 
Entering Unmasked Estep 
Score: -10804870.000000 Penalty: 5659.599609
	Iteration 13Q: 3 clusters Score -1.080487e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 79154 members 
Entering Unmasked Estep 
Score: -10805132.000000 Penalty: 5659.599609
	Iteration 14Q: 3 clusters Score -1.080513e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 79924 members 
Entering Unmasked Estep 
Score: -10805357.000000 Penalty: 5659.599609
	Iteration 15Q: 3 clusters Score -1.080536e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 80617 members 
Entering Unmasked Estep 
Score: -10805576.000000 Penalty: 5659.599609
	Iteration 16Q: 3 clusters Score -1.080558e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 81244 members 
Entering Unmasked Estep 
Score: -10805769.000000 Penalty: 5659.599609
	Iteration 17Q: 3 clusters Score -1.080577e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 81827 members 
Entering Unmasked Estep 
Score: -10805962.000000 Penalty: 5659.599609
	Iteration 18Q: 3 clusters Score -1.080596e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 82359 members 
Entering Unmasked Estep 
Score: -10806161.000000 Penalty: 5659.599609
	Iteration 19Q: 3 clusters Score -1.080616e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 82869 members 
Entering Unmasked Estep 
Score: -10806263.000000 Penalty: 5659.599609
	Iteration 20F: 3 clusters Score -1.080626e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 83352 members 
Entering Unmasked Estep 
Score: -10806434.000000 Penalty: 5659.599609
	Iteration 21Q: 3 clusters Score -1.080643e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 83798 members 
Entering Unmasked Estep 
Score: -10806569.000000 Penalty: 5659.599609
	Iteration 22Q: 3 clusters Score -1.080657e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 84201 members 
Entering Unmasked Estep 
Score: -10806663.000000 Penalty: 5659.599609
	Iteration 23Q: 3 clusters Score -1.080666e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 84553 members 
Entering Unmasked Estep 
Score: -10806756.000000 Penalty: 5659.599609
	Iteration 24Q: 3 clusters Score -1.080676e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 84865 members 
Entering Unmasked Estep 
Score: -10806850.000000 Penalty: 5659.599609
	Iteration 25Q: 3 clusters Score -1.080685e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 85144 members 
Entering Unmasked Estep 
Score: -10806953.000000 Penalty: 5659.599609
	Iteration 26Q: 3 clusters Score -1.080695e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 85401 members 
Entering Unmasked Estep 
Score: -10807002.000000 Penalty: 5659.599609
	Iteration 27Q: 3 clusters Score -1.0807e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 85613 members 
Entering Unmasked Estep 
Score: -10807073.000000 Penalty: 5659.599609
	Iteration 28Q: 3 clusters Score -1.080707e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 85814 members 
Entering Unmasked Estep 
Score: -10807082.000000 Penalty: 5659.599609
	Iteration 29Q: 3 clusters Score -1.080708e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 85991 members 
Entering Unmasked Estep 
Score: -10807135.000000 Penalty: 5659.599609
	Iteration 30Q: 3 clusters Score -1.080714e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 86140 members 
Entering Unmasked Estep 
Score: -10807180.000000 Penalty: 5659.599609
	Iteration 31Q: 3 clusters Score -1.080718e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 86278 members 
Entering Unmasked Estep 
Score: -10807242.000000 Penalty: 5659.599609
	Iteration 32Q: 3 clusters Score -1.080724e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 86383 members 
Entering Unmasked Estep 
Score: -10807262.000000 Penalty: 5659.599609
	Iteration 33Q: 3 clusters Score -1.080726e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 86483 members 
Entering Unmasked Estep 
Score: -10807281.000000 Penalty: 5659.599609
	Iteration 34Q: 3 clusters Score -1.080728e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 86588 members 
Entering Unmasked Estep 
Score: -10807302.000000 Penalty: 5659.599609
	Iteration 35Q: 3 clusters Score -1.08073e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 86680 members 
Entering Unmasked Estep 
Score: -10807339.000000 Penalty: 5659.599609
	Iteration 36Q: 3 clusters Score -1.080734e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 86767 members 
Entering Unmasked Estep 
Score: -10807349.000000 Penalty: 5659.599609
	Iteration 37Q: 3 clusters Score -1.080735e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 86849 members 
Entering Unmasked Estep 
Score: -10807371.000000 Penalty: 5659.599609
	Iteration 38Q: 3 clusters Score -1.080737e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 86927 members 
Entering Unmasked Estep 
Score: -10807364.000000 Penalty: 5659.599609
	Iteration 39Q: 3 clusters Score -1.080736e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 86989 members 
Entering Unmasked Estep 
Score: -10807362.000000 Penalty: 5659.599609
	Iteration 40F: 3 clusters Score -1.080736e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 87048 members 
Entering Unmasked Estep 
Score: -10807383.000000 Penalty: 5659.599609
	Iteration 41Q: 3 clusters Score -1.080738e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 87100 members 
Entering Unmasked Estep 
Score: -10807392.000000 Penalty: 5659.599609
	Iteration 42Q: 3 clusters Score -1.080739e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 87137 members 
Entering Unmasked Estep 
Score: -10807398.000000 Penalty: 5659.599609
	Iteration 43Q: 3 clusters Score -1.08074e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 87187 members 
Entering Unmasked Estep 
Score: -10807410.000000 Penalty: 5659.599609
	Iteration 44Q: 3 clusters Score -1.080741e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 87226 members 
Entering Unmasked Estep 
Score: -10807427.000000 Penalty: 5659.599609
	Iteration 45Q: 3 clusters Score -1.080743e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 87278 members 
Entering Unmasked Estep 
Score: -10807435.000000 Penalty: 5659.599609
	Iteration 46Q: 3 clusters Score -1.080744e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 87334 members 
Entering Unmasked Estep 
Score: -10807433.000000 Penalty: 5659.599609
	Iteration 47Q: 3 clusters Score -1.080743e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 87394 members 
Entering Unmasked Estep 
Score: -10807436.000000 Penalty: 5659.599609
	Iteration 48Q: 3 clusters Score -1.080744e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 87452 members 
Entering Unmasked Estep 
Score: -10807419.000000 Penalty: 5659.599609
	Iteration 49Q: 3 clusters Score -1.080742e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 87502 members 
Entering Unmasked Estep 
Score: -10807434.000000 Penalty: 5659.599609
	Iteration 50Q: 3 clusters Score -1.080743e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 87557 members 
Entering Unmasked Estep 
Score: -10807441.000000 Penalty: 5659.599609
	Iteration 51Q: 3 clusters Score -1.080744e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 87621 members 
Entering Unmasked Estep 
Score: -10807474.000000 Penalty: 5659.599609
	Iteration 52Q: 3 clusters Score -1.080747e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 87665 members 
Entering Unmasked Estep 
Score: -10807482.000000 Penalty: 5659.599609
	Iteration 53Q: 3 clusters Score -1.080748e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 87709 members 
Entering Unmasked Estep 
Score: -10807470.000000 Penalty: 5659.599609
	Iteration 54Q: 3 clusters Score -1.080747e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 87742 members 
Entering Unmasked Estep 
Score: -10807478.000000 Penalty: 5659.599609
	Iteration 55Q: 3 clusters Score -1.080748e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 87776 members 
Entering Unmasked Estep 
Score: -10807478.000000 Penalty: 5659.599609
	Iteration 56Q: 3 clusters Score -1.080748e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 87801 members 
Entering Unmasked Estep 
Score: -10807487.000000 Penalty: 5659.599609
	Iteration 57Q: 3 clusters Score -1.080749e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 87820 members 
Entering Unmasked Estep 
Score: -10807513.000000 Penalty: 5659.599609
	Iteration 58Q: 3 clusters Score -1.080751e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 87836 members 
Entering Unmasked Estep 
Score: -10807526.000000 Penalty: 5659.599609
	Iteration 59Q: 3 clusters Score -1.080753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 87849 members 
Entering Unmasked Estep 
Score: -10807519.000000 Penalty: 5659.599609
	Iteration 60F: 3 clusters Score -1.080752e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 87863 members 
Entering Unmasked Estep 
Score: -10807516.000000 Penalty: 5659.599609
	Iteration 61Q: 3 clusters Score -1.080752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 87880 members 
Entering Unmasked Estep 
Score: -10807527.000000 Penalty: 5659.599609
	Iteration 62Q: 3 clusters Score -1.080753e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 87900 members 
Entering Unmasked Estep 
Score: -10807526.000000 Penalty: 5659.599609
	Iteration 63Q: 3 clusters Score -1.080753e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 87917 members 
Entering Unmasked Estep 
Score: -10807535.000000 Penalty: 5659.599609
	Iteration 64Q: 3 clusters Score -1.080754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 87936 members 
Entering Unmasked Estep 
Score: -10807554.000000 Penalty: 5659.599609
	Iteration 65Q: 3 clusters Score -1.080755e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 87954 members 
Entering Unmasked Estep 
Score: -10807554.000000 Penalty: 5659.599609
	Iteration 66Q: 3 clusters Score -1.080755e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 87974 members 
Entering Unmasked Estep 
Score: -10807574.000000 Penalty: 5659.599609
	Iteration 67Q: 3 clusters Score -1.080757e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 87994 members 
Entering Unmasked Estep 
Score: -10807576.000000 Penalty: 5659.599609
	Iteration 68Q: 3 clusters Score -1.080758e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 88012 members 
Entering Unmasked Estep 
Score: -10807575.000000 Penalty: 5659.599609
	Iteration 69Q: 3 clusters Score -1.080758e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 88041 members 
Entering Unmasked Estep 
Score: -10807589.000000 Penalty: 5659.599609
	Iteration 70Q: 3 clusters Score -1.080759e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 88057 members 
Entering Unmasked Estep 
Score: -10807593.000000 Penalty: 5659.599609
	Iteration 71Q: 3 clusters Score -1.080759e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 88072 members 
Entering Unmasked Estep 
Score: -10807601.000000 Penalty: 5659.599609
	Iteration 72Q: 3 clusters Score -1.08076e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 88092 members 
Entering Unmasked Estep 
Score: -10807599.000000 Penalty: 5659.599609
	Iteration 73Q: 3 clusters Score -1.08076e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 88106 members 
Entering Unmasked Estep 
Score: -10807607.000000 Penalty: 5659.599609
	Iteration 74Q: 3 clusters Score -1.080761e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 88120 members 
Entering Unmasked Estep 
Score: -10807611.000000 Penalty: 5659.599609
	Iteration 75Q: 3 clusters Score -1.080761e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 88135 members 
Entering Unmasked Estep 
Score: -10807621.000000 Penalty: 5659.599609
	Iteration 76Q: 3 clusters Score -1.080762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 88142 members 
Entering Unmasked Estep 
Score: -10807613.000000 Penalty: 5659.599609
	Iteration 77Q: 3 clusters Score -1.080761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 88149 members 
Entering Unmasked Estep 
Score: -10807604.000000 Penalty: 5659.599609
	Iteration 78Q: 3 clusters Score -1.08076e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 88159 members 
Entering Unmasked Estep 
Score: -10807607.000000 Penalty: 5659.599609
	Iteration 79Q: 3 clusters Score -1.080761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 88167 members 
Entering Unmasked Estep 
Score: -10807600.000000 Penalty: 5659.599609
	Iteration 80F: 3 clusters Score -1.08076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 88173 members 
Entering Unmasked Estep 
Score: -10807595.000000 Penalty: 5659.599609
	Iteration 81Q: 3 clusters Score -1.08076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 88181 members 
Entering Unmasked Estep 
Score: -10807591.000000 Penalty: 5659.599609
	Iteration 82Q: 3 clusters Score -1.080759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 88189 members 
Entering Unmasked Estep 
Score: -10807599.000000 Penalty: 5659.599609
	Iteration 83Q: 3 clusters Score -1.08076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 88198 members 
Entering Unmasked Estep 
Score: -10807599.000000 Penalty: 5659.599609
	Iteration 84Q: 3 clusters Score -1.08076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 88207 members 
Entering Unmasked Estep 
Score: -10807601.000000 Penalty: 5659.599609
	Iteration 85Q: 3 clusters Score -1.08076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 88216 members 
Entering Unmasked Estep 
Score: -10807594.000000 Penalty: 5659.599609
	Iteration 86Q: 3 clusters Score -1.080759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 88221 members 
Entering Unmasked Estep 
Score: -10807606.000000 Penalty: 5659.599609
	Iteration 87Q: 3 clusters Score -1.080761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 88225 members 
Entering Unmasked Estep 
Score: -10807609.000000 Penalty: 5659.599609
	Iteration 88Q: 3 clusters Score -1.080761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 88229 members 
Entering Unmasked Estep 
Score: -10807607.000000 Penalty: 5659.599609
	Iteration 89Q: 3 clusters Score -1.080761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 88234 members 
Entering Unmasked Estep 
Score: -10807624.000000 Penalty: 5659.599609
	Iteration 90Q: 3 clusters Score -1.080762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 88240 members 
Entering Unmasked Estep 
Score: -10807622.000000 Penalty: 5659.599609
	Iteration 91Q: 3 clusters Score -1.080762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 88245 members 
Entering Unmasked Estep 
Score: -10807612.000000 Penalty: 5659.599609
	Iteration 92Q: 3 clusters Score -1.080761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 88247 members 
Entering Unmasked Estep 
Score: -10807615.000000 Penalty: 5659.599609
	Iteration 93Q: 3 clusters Score -1.080762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 88251 members 
Entering Unmasked Estep 
Score: -10807622.000000 Penalty: 5659.599609
	Iteration 94Q: 3 clusters Score -1.080762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 88253 members 
Entering Unmasked Estep 
Score: -10807625.000000 Penalty: 5659.599609
	Iteration 95Q: 3 clusters Score -1.080762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 88253 members 
Entering Unmasked Estep 
Score: -10807625.000000 Penalty: 5659.599609
	Iteration 96F: 3 clusters Score -1.080762e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Entering Unmasked Estep 
Score: -682043.187500 Penalty: 2144.758789
	Iteration 0F: 2 clusters Score -682043.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -677036.562500 Penalty: 4289.517578
	Iteration 0F: 3 clusters Score -677036.6 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -678288.812500 Penalty: 4289.517578
	Iteration 1F: 3 clusters Score -678288.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -678503.062500 Penalty: 4289.517578
	Iteration 2F: 3 clusters Score -678503.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -678623.187500 Penalty: 4289.517578
	Iteration 3Q: 3 clusters Score -678623.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -678705.000000 Penalty: 4289.517578
	Iteration 4Q: 3 clusters Score -678705 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -678763.812500 Penalty: 4289.517578
	Iteration 5Q: 3 clusters Score -678763.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -678792.125000 Penalty: 4289.517578
	Iteration 6Q: 3 clusters Score -678792.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -678818.000000 Penalty: 4289.517578
	Iteration 7Q: 3 clusters Score -678818 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -678843.312500 Penalty: 4289.517578
	Iteration 8Q: 3 clusters Score -678843.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -678864.875000 Penalty: 4289.517578
	Iteration 9Q: 3 clusters Score -678864.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -678883.562500 Penalty: 4289.517578
	Iteration 10Q: 3 clusters Score -678883.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -678905.125000 Penalty: 4289.517578
	Iteration 11Q: 3 clusters Score -678905.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -678924.750000 Penalty: 4289.517578
	Iteration 12Q: 3 clusters Score -678924.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -678939.437500 Penalty: 4289.517578
	Iteration 13Q: 3 clusters Score -678939.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -678952.000000 Penalty: 4289.517578
	Iteration 14Q: 3 clusters Score -678952 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -678967.625000 Penalty: 4289.517578
	Iteration 15Q: 3 clusters Score -678967.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -678985.125000 Penalty: 4289.517578
	Iteration 16Q: 3 clusters Score -678985.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -678998.250000 Penalty: 4289.517578
	Iteration 17Q: 3 clusters Score -678998.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -679004.875000 Penalty: 4289.517578
	Iteration 18Q: 3 clusters Score -679004.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -679015.437500 Penalty: 4289.517578
	Iteration 19Q: 3 clusters Score -679015.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -679022.000000 Penalty: 4289.517578
	Iteration 20F: 3 clusters Score -679022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -679030.437500 Penalty: 4289.517578
	Iteration 21Q: 3 clusters Score -679030.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -679041.062500 Penalty: 4289.517578
	Iteration 22Q: 3 clusters Score -679041.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -679052.687500 Penalty: 4289.517578
	Iteration 23Q: 3 clusters Score -679052.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -679067.812500 Penalty: 4289.517578
	Iteration 24Q: 3 clusters Score -679067.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -679087.812500 Penalty: 4289.517578
	Iteration 25Q: 3 clusters Score -679087.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -679111.875000 Penalty: 4289.517578
	Iteration 26Q: 3 clusters Score -679111.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -679148.750000 Penalty: 4289.517578
	Iteration 27Q: 3 clusters Score -679148.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -679193.062500 Penalty: 4289.517578
	Iteration 28Q: 3 clusters Score -679193.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -679273.312500 Penalty: 4289.517578
	Iteration 29Q: 3 clusters Score -679273.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -679391.125000 Penalty: 4289.517578
	Iteration 30Q: 3 clusters Score -679391.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -679557.562500 Penalty: 4289.517578
	Iteration 31Q: 3 clusters Score -679557.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -679806.312500 Penalty: 4289.517578
	Iteration 32Q: 3 clusters Score -679806.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -679987.187500 Penalty: 4289.517578
	Iteration 33Q: 3 clusters Score -679987.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -680122.687500 Penalty: 4289.517578
	Iteration 34Q: 3 clusters Score -680122.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -680252.437500 Penalty: 4289.517578
	Iteration 35Q: 3 clusters Score -680252.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -680376.375000 Penalty: 4289.517578
	Iteration 36Q: 3 clusters Score -680376.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -680494.000000 Penalty: 4289.517578
	Iteration 37Q: 3 clusters Score -680494 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -680597.062500 Penalty: 4289.517578
	Iteration 38Q: 3 clusters Score -680597.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -680708.187500 Penalty: 4289.517578
	Iteration 39Q: 3 clusters Score -680708.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -680844.562500 Penalty: 4289.517578
	Iteration 40F: 3 clusters Score -680844.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -680965.750000 Penalty: 4289.517578
	Iteration 41Q: 3 clusters Score -680965.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -681078.312500 Penalty: 4289.517578
	Iteration 42Q: 3 clusters Score -681078.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -681156.437500 Penalty: 4289.517578
	Iteration 43Q: 3 clusters Score -681156.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -681205.750000 Penalty: 4289.517578
	Iteration 44Q: 3 clusters Score -681205.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -681245.625000 Penalty: 4289.517578
	Iteration 45Q: 3 clusters Score -681245.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -681276.187500 Penalty: 4289.517578
	Iteration 46Q: 3 clusters Score -681276.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -681300.875000 Penalty: 4289.517578
	Iteration 47Q: 3 clusters Score -681300.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -681328.062500 Penalty: 4289.517578
	Iteration 48Q: 3 clusters Score -681328.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -681353.000000 Penalty: 4289.517578
	Iteration 49Q: 3 clusters Score -681353 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -681378.937500 Penalty: 4289.517578
	Iteration 50Q: 3 clusters Score -681378.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -681392.625000 Penalty: 4289.517578
	Iteration 51Q: 3 clusters Score -681392.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -681416.250000 Penalty: 4289.517578
	Iteration 52Q: 3 clusters Score -681416.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -681432.687500 Penalty: 4289.517578
	Iteration 53Q: 3 clusters Score -681432.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -681447.687500 Penalty: 4289.517578
	Iteration 54Q: 3 clusters Score -681447.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -681457.000000 Penalty: 4289.517578
	Iteration 55Q: 3 clusters Score -681457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -681464.750000 Penalty: 4289.517578
	Iteration 56Q: 3 clusters Score -681464.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -681466.562500 Penalty: 4289.517578
	Iteration 57Q: 3 clusters Score -681466.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -681468.375000 Penalty: 4289.517578
	Iteration 58Q: 3 clusters Score -681468.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -681468.875000 Penalty: 4289.517578
	Iteration 59Q: 3 clusters Score -681468.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -681468.250000 Penalty: 4289.517578
	Iteration 60F: 3 clusters Score -681468.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Entering Unmasked Estep 
Score: -571103.937500 Penalty: 2098.549316
	Iteration 0F: 2 clusters Score -571103.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -566704.812500 Penalty: 4197.098633
	Iteration 0F: 3 clusters Score -566704.8 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -567800.937500 Penalty: 4197.098633
	Iteration 1F: 3 clusters Score -567800.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -568127.812500 Penalty: 4197.098633
	Iteration 2F: 3 clusters Score -568127.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -568395.437500 Penalty: 4197.098633
	Iteration 3F: 3 clusters Score -568395.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -568649.312500 Penalty: 4197.098633
	Iteration 4F: 3 clusters Score -568649.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -568873.500000 Penalty: 4197.098633
	Iteration 5F: 3 clusters Score -568873.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -569127.437500 Penalty: 4197.098633
	Iteration 6F: 3 clusters Score -569127.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -569373.125000 Penalty: 4197.098633
	Iteration 7F: 3 clusters Score -569373.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -569568.125000 Penalty: 4197.098633
	Iteration 8Q: 3 clusters Score -569568.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -569739.625000 Penalty: 4197.098633
	Iteration 9Q: 3 clusters Score -569739.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -569863.625000 Penalty: 4197.098633
	Iteration 10Q: 3 clusters Score -569863.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -569964.062500 Penalty: 4197.098633
	Iteration 11Q: 3 clusters Score -569964.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -570035.437500 Penalty: 4197.098633
	Iteration 12Q: 3 clusters Score -570035.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -570088.750000 Penalty: 4197.098633
	Iteration 13Q: 3 clusters Score -570088.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -570133.687500 Penalty: 4197.098633
	Iteration 14Q: 3 clusters Score -570133.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -570177.250000 Penalty: 4197.098633
	Iteration 15Q: 3 clusters Score -570177.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -570215.312500 Penalty: 4197.098633
	Iteration 16Q: 3 clusters Score -570215.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -570243.375000 Penalty: 4197.098633
	Iteration 17Q: 3 clusters Score -570243.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -570270.562500 Penalty: 4197.098633
	Iteration 18Q: 3 clusters Score -570270.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -570290.062500 Penalty: 4197.098633
	Iteration 19Q: 3 clusters Score -570290.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -570298.812500 Penalty: 4197.098633
	Iteration 20F: 3 clusters Score -570298.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -570306.562500 Penalty: 4197.098633
	Iteration 21Q: 3 clusters Score -570306.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -570312.875000 Penalty: 4197.098633
	Iteration 22Q: 3 clusters Score -570312.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -570318.250000 Penalty: 4197.098633
	Iteration 23Q: 3 clusters Score -570318.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -570324.375000 Penalty: 4197.098633
	Iteration 24Q: 3 clusters Score -570324.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -570328.562500 Penalty: 4197.098633
	Iteration 25Q: 3 clusters Score -570328.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -570330.750000 Penalty: 4197.098633
	Iteration 26Q: 3 clusters Score -570330.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -570333.500000 Penalty: 4197.098633
	Iteration 27Q: 3 clusters Score -570333.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -570337.187500 Penalty: 4197.098633
	Iteration 28Q: 3 clusters Score -570337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -570338.312500 Penalty: 4197.098633
	Iteration 29Q: 3 clusters Score -570338.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -570342.500000 Penalty: 4197.098633
	Iteration 30Q: 3 clusters Score -570342.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -570348.312500 Penalty: 4197.098633
	Iteration 31Q: 3 clusters Score -570348.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -570354.625000 Penalty: 4197.098633
	Iteration 32Q: 3 clusters Score -570354.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -570359.375000 Penalty: 4197.098633
	Iteration 33Q: 3 clusters Score -570359.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -570365.062500 Penalty: 4197.098633
	Iteration 34Q: 3 clusters Score -570365.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -570369.687500 Penalty: 4197.098633
	Iteration 35Q: 3 clusters Score -570369.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -570372.562500 Penalty: 4197.098633
	Iteration 36Q: 3 clusters Score -570372.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -570372.562500 Penalty: 4197.098633
	Iteration 37F: 3 clusters Score -570372.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -51512.515625 Penalty: 1554.265747
	Iteration 0F: 2 clusters Score -51512.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50003.082031 Penalty: 3108.531494
	Iteration 0F: 3 clusters Score -50003.08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -50270.253906 Penalty: 3108.531494
	Iteration 1F: 3 clusters Score -50270.25 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -50383.539062 Penalty: 3108.531494
	Iteration 2F: 3 clusters Score -50383.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -50488.226562 Penalty: 3108.531494
	Iteration 3Q: 3 clusters Score -50488.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -50616.449219 Penalty: 3108.531494
	Iteration 4Q: 3 clusters Score -50616.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -50803.320312 Penalty: 3108.531494
	Iteration 5Q: 3 clusters Score -50803.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -50863.566406 Penalty: 3108.531494
	Iteration 6Q: 3 clusters Score -50863.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -50868.878906 Penalty: 3108.531494
	Iteration 7Q: 3 clusters Score -50868.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -50870.191406 Penalty: 3108.531494
	Iteration 8Q: 3 clusters Score -50870.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -50870.191406 Penalty: 3108.531494
	Iteration 9F: 3 clusters Score -50870.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Entering Unmasked Estep 
Score: -619916.437500 Penalty: 2136.036133
	Iteration 0F: 2 clusters Score -619916.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -615061.875000 Penalty: 4272.072266
	Iteration 0F: 3 clusters Score -615061.9 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -616213.187500 Penalty: 4272.072266
	Iteration 1F: 3 clusters Score -616213.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -616436.187500 Penalty: 4272.072266
	Iteration 2F: 3 clusters Score -616436.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -616582.187500 Penalty: 4272.072266
	Iteration 3F: 3 clusters Score -616582.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -616673.250000 Penalty: 4272.072266
	Iteration 4Q: 3 clusters Score -616673.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -616749.000000 Penalty: 4272.072266
	Iteration 5Q: 3 clusters Score -616749 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -616819.125000 Penalty: 4272.072266
	Iteration 6Q: 3 clusters Score -616819.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -616894.375000 Penalty: 4272.072266
	Iteration 7Q: 3 clusters Score -616894.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -616970.562500 Penalty: 4272.072266
	Iteration 8Q: 3 clusters Score -616970.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -617036.812500 Penalty: 4272.072266
	Iteration 9Q: 3 clusters Score -617036.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -617116.750000 Penalty: 4272.072266
	Iteration 10Q: 3 clusters Score -617116.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -617211.687500 Penalty: 4272.072266
	Iteration 11Q: 3 clusters Score -617211.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -617302.125000 Penalty: 4272.072266
	Iteration 12Q: 3 clusters Score -617302.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -617387.625000 Penalty: 4272.072266
	Iteration 13Q: 3 clusters Score -617387.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -617451.937500 Penalty: 4272.072266
	Iteration 14Q: 3 clusters Score -617451.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -617506.875000 Penalty: 4272.072266
	Iteration 15Q: 3 clusters Score -617506.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -617544.437500 Penalty: 4272.072266
	Iteration 16Q: 3 clusters Score -617544.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -617577.500000 Penalty: 4272.072266
	Iteration 17Q: 3 clusters Score -617577.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -617591.750000 Penalty: 4272.072266
	Iteration 18Q: 3 clusters Score -617591.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -617605.687500 Penalty: 4272.072266
	Iteration 19Q: 3 clusters Score -617605.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -617620.625000 Penalty: 4272.072266
	Iteration 20F: 3 clusters Score -617620.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -617635.437500 Penalty: 4272.072266
	Iteration 21Q: 3 clusters Score -617635.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -617653.375000 Penalty: 4272.072266
	Iteration 22Q: 3 clusters Score -617653.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -617670.437500 Penalty: 4272.072266
	Iteration 23Q: 3 clusters Score -617670.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -617692.000000 Penalty: 4272.072266
	Iteration 24Q: 3 clusters Score -617692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -617706.937500 Penalty: 4272.072266
	Iteration 25Q: 3 clusters Score -617706.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -617721.937500 Penalty: 4272.072266
	Iteration 26Q: 3 clusters Score -617721.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -617736.000000 Penalty: 4272.072266
	Iteration 27Q: 3 clusters Score -617736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -617745.312500 Penalty: 4272.072266
	Iteration 28Q: 3 clusters Score -617745.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -617755.562500 Penalty: 4272.072266
	Iteration 29Q: 3 clusters Score -617755.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -617767.000000 Penalty: 4272.072266
	Iteration 30Q: 3 clusters Score -617767 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -617776.625000 Penalty: 4272.072266
	Iteration 31Q: 3 clusters Score -617776.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -617780.375000 Penalty: 4272.072266
	Iteration 32Q: 3 clusters Score -617780.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -617784.500000 Penalty: 4272.072266
	Iteration 33Q: 3 clusters Score -617784.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -617792.437500 Penalty: 4272.072266
	Iteration 34Q: 3 clusters Score -617792.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -617805.687500 Penalty: 4272.072266
	Iteration 35Q: 3 clusters Score -617805.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -617817.312500 Penalty: 4272.072266
	Iteration 36Q: 3 clusters Score -617817.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -617831.687500 Penalty: 4272.072266
	Iteration 37Q: 3 clusters Score -617831.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -617850.625000 Penalty: 4272.072266
	Iteration 38Q: 3 clusters Score -617850.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -617865.437500 Penalty: 4272.072266
	Iteration 39Q: 3 clusters Score -617865.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -617881.312500 Penalty: 4272.072266
	Iteration 40F: 3 clusters Score -617881.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -617906.500000 Penalty: 4272.072266
	Iteration 41Q: 3 clusters Score -617906.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -617940.000000 Penalty: 4272.072266
	Iteration 42Q: 3 clusters Score -617940 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -617968.812500 Penalty: 4272.072266
	Iteration 43Q: 3 clusters Score -617968.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -617989.687500 Penalty: 4272.072266
	Iteration 44Q: 3 clusters Score -617989.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -618007.500000 Penalty: 4272.072266
	Iteration 45Q: 3 clusters Score -618007.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -618021.500000 Penalty: 4272.072266
	Iteration 46Q: 3 clusters Score -618021.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -618034.500000 Penalty: 4272.072266
	Iteration 47Q: 3 clusters Score -618034.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -618044.812500 Penalty: 4272.072266
	Iteration 48Q: 3 clusters Score -618044.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -618058.000000 Penalty: 4272.072266
	Iteration 49Q: 3 clusters Score -618058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -618071.437500 Penalty: 4272.072266
	Iteration 50Q: 3 clusters Score -618071.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -618085.562500 Penalty: 4272.072266
	Iteration 51Q: 3 clusters Score -618085.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -618093.687500 Penalty: 4272.072266
	Iteration 52Q: 3 clusters Score -618093.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -618115.750000 Penalty: 4272.072266
	Iteration 53Q: 3 clusters Score -618115.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -618141.062500 Penalty: 4272.072266
	Iteration 54Q: 3 clusters Score -618141.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -618169.812500 Penalty: 4272.072266
	Iteration 55Q: 3 clusters Score -618169.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -618205.000000 Penalty: 4272.072266
	Iteration 56Q: 3 clusters Score -618205 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -618232.812500 Penalty: 4272.072266
	Iteration 57Q: 3 clusters Score -618232.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -618245.375000 Penalty: 4272.072266
	Iteration 58Q: 3 clusters Score -618245.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -618256.937500 Penalty: 4272.072266
	Iteration 59Q: 3 clusters Score -618256.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -618267.812500 Penalty: 4272.072266
	Iteration 60F: 3 clusters Score -618267.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -618280.500000 Penalty: 4272.072266
	Iteration 61Q: 3 clusters Score -618280.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -618292.437500 Penalty: 4272.072266
	Iteration 62Q: 3 clusters Score -618292.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -618302.062500 Penalty: 4272.072266
	Iteration 63Q: 3 clusters Score -618302.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -618307.437500 Penalty: 4272.072266
	Iteration 64Q: 3 clusters Score -618307.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -618309.500000 Penalty: 4272.072266
	Iteration 65Q: 3 clusters Score -618309.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -618312.125000 Penalty: 4272.072266
	Iteration 66Q: 3 clusters Score -618312.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -618313.187500 Penalty: 4272.072266
	Iteration 67Q: 3 clusters Score -618313.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -618317.812500 Penalty: 4272.072266
	Iteration 68Q: 3 clusters Score -618317.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -618319.625000 Penalty: 4272.072266
	Iteration 69Q: 3 clusters Score -618319.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -618324.625000 Penalty: 4272.072266
	Iteration 70Q: 3 clusters Score -618324.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -618325.000000 Penalty: 4272.072266
	Iteration 71Q: 3 clusters Score -618325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -618326.312500 Penalty: 4272.072266
	Iteration 72Q: 3 clusters Score -618326.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -618328.437500 Penalty: 4272.072266
	Iteration 73Q: 3 clusters Score -618328.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -618330.562500 Penalty: 4272.072266
	Iteration 74Q: 3 clusters Score -618330.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -618330.750000 Penalty: 4272.072266
	Iteration 75Q: 3 clusters Score -618330.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -618330.875000 Penalty: 4272.072266
	Iteration 76Q: 3 clusters Score -618330.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -618330.875000 Penalty: 4272.072266
	Iteration 77F: 3 clusters Score -618330.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -101434.023438 Penalty: 1695.392334
	Iteration 0F: 2 clusters Score -101434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -99526.820312 Penalty: 3390.784668
	Iteration 0F: 3 clusters Score -99526.82 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -99792.132812 Penalty: 3390.784668
	Iteration 1F: 3 clusters Score -99792.13 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -99879.078125 Penalty: 3390.784668
	Iteration 2F: 3 clusters Score -99879.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -99923.164062 Penalty: 3390.784668
	Iteration 3Q: 3 clusters Score -99923.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -99943.929688 Penalty: 3390.784668
	Iteration 4Q: 3 clusters Score -99943.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -99948.570312 Penalty: 3390.784668
	Iteration 5Q: 3 clusters Score -99948.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -99951.710938 Penalty: 3390.784668
	Iteration 6Q: 3 clusters Score -99951.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -99959.414062 Penalty: 3390.784668
	Iteration 7Q: 3 clusters Score -99959.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -99963.664062 Penalty: 3390.784668
	Iteration 8Q: 3 clusters Score -99963.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -99966.367188 Penalty: 3390.784668
	Iteration 9Q: 3 clusters Score -99966.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -99966.875000 Penalty: 3390.784668
	Iteration 10Q: 3 clusters Score -99966.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -99968.843750 Penalty: 3390.784668
	Iteration 11Q: 3 clusters Score -99968.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -99971.640625 Penalty: 3390.784668
	Iteration 12Q: 3 clusters Score -99971.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -99973.617188 Penalty: 3390.784668
	Iteration 13Q: 3 clusters Score -99973.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -99976.171875 Penalty: 3390.784668
	Iteration 14Q: 3 clusters Score -99976.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -99976.171875 Penalty: 3390.784668
	Iteration 15F: 3 clusters Score -99976.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Entering Unmasked Estep 
Score: -492720.656250 Penalty: 2065.096191
	Iteration 0F: 2 clusters Score -492720.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -488726.875000 Penalty: 4130.192383
	Iteration 0F: 3 clusters Score -488726.9 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -489590.281250 Penalty: 4130.192383
	Iteration 1F: 3 clusters Score -489590.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -489768.500000 Penalty: 4130.192383
	Iteration 2F: 3 clusters Score -489768.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -489869.656250 Penalty: 4130.192383
	Iteration 3Q: 3 clusters Score -489869.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -489937.187500 Penalty: 4130.192383
	Iteration 4Q: 3 clusters Score -489937.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -490004.031250 Penalty: 4130.192383
	Iteration 5Q: 3 clusters Score -490004 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -490059.156250 Penalty: 4130.192383
	Iteration 6Q: 3 clusters Score -490059.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -490106.625000 Penalty: 4130.192383
	Iteration 7Q: 3 clusters Score -490106.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -490154.000000 Penalty: 4130.192383
	Iteration 8Q: 3 clusters Score -490154 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -490197.843750 Penalty: 4130.192383
	Iteration 9Q: 3 clusters Score -490197.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -490244.375000 Penalty: 4130.192383
	Iteration 10Q: 3 clusters Score -490244.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -490283.906250 Penalty: 4130.192383
	Iteration 11Q: 3 clusters Score -490283.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -490327.312500 Penalty: 4130.192383
	Iteration 12Q: 3 clusters Score -490327.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -490361.343750 Penalty: 4130.192383
	Iteration 13Q: 3 clusters Score -490361.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -490390.937500 Penalty: 4130.192383
	Iteration 14Q: 3 clusters Score -490390.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -490413.843750 Penalty: 4130.192383
	Iteration 15Q: 3 clusters Score -490413.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -490430.000000 Penalty: 4130.192383
	Iteration 16Q: 3 clusters Score -490430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -490439.750000 Penalty: 4130.192383
	Iteration 17Q: 3 clusters Score -490439.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -490450.343750 Penalty: 4130.192383
	Iteration 18Q: 3 clusters Score -490450.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -490463.718750 Penalty: 4130.192383
	Iteration 19Q: 3 clusters Score -490463.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -490477.968750 Penalty: 4130.192383
	Iteration 20F: 3 clusters Score -490478 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -490492.375000 Penalty: 4130.192383
	Iteration 21Q: 3 clusters Score -490492.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -490508.687500 Penalty: 4130.192383
	Iteration 22Q: 3 clusters Score -490508.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -490528.656250 Penalty: 4130.192383
	Iteration 23Q: 3 clusters Score -490528.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -490542.531250 Penalty: 4130.192383
	Iteration 24Q: 3 clusters Score -490542.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -490561.062500 Penalty: 4130.192383
	Iteration 25Q: 3 clusters Score -490561.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -490578.500000 Penalty: 4130.192383
	Iteration 26Q: 3 clusters Score -490578.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -490590.250000 Penalty: 4130.192383
	Iteration 27Q: 3 clusters Score -490590.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -490602.375000 Penalty: 4130.192383
	Iteration 28Q: 3 clusters Score -490602.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -490612.000000 Penalty: 4130.192383
	Iteration 29Q: 3 clusters Score -490612 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -490629.187500 Penalty: 4130.192383
	Iteration 30Q: 3 clusters Score -490629.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -490648.000000 Penalty: 4130.192383
	Iteration 31Q: 3 clusters Score -490648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -490659.843750 Penalty: 4130.192383
	Iteration 32Q: 3 clusters Score -490659.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -490676.093750 Penalty: 4130.192383
	Iteration 33Q: 3 clusters Score -490676.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -490691.468750 Penalty: 4130.192383
	Iteration 34Q: 3 clusters Score -490691.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -490703.343750 Penalty: 4130.192383
	Iteration 35Q: 3 clusters Score -490703.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -490718.593750 Penalty: 4130.192383
	Iteration 36Q: 3 clusters Score -490718.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -490733.375000 Penalty: 4130.192383
	Iteration 37Q: 3 clusters Score -490733.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -490747.250000 Penalty: 4130.192383
	Iteration 38Q: 3 clusters Score -490747.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -490757.781250 Penalty: 4130.192383
	Iteration 39Q: 3 clusters Score -490757.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -490762.281250 Penalty: 4130.192383
	Iteration 40F: 3 clusters Score -490762.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -490769.500000 Penalty: 4130.192383
	Iteration 41Q: 3 clusters Score -490769.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -490775.750000 Penalty: 4130.192383
	Iteration 42Q: 3 clusters Score -490775.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -490780.875000 Penalty: 4130.192383
	Iteration 43Q: 3 clusters Score -490780.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -490787.593750 Penalty: 4130.192383
	Iteration 44Q: 3 clusters Score -490787.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -490798.000000 Penalty: 4130.192383
	Iteration 45Q: 3 clusters Score -490798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -490804.687500 Penalty: 4130.192383
	Iteration 46Q: 3 clusters Score -490804.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -490812.312500 Penalty: 4130.192383
	Iteration 47Q: 3 clusters Score -490812.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -490817.093750 Penalty: 4130.192383
	Iteration 48Q: 3 clusters Score -490817.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -490820.843750 Penalty: 4130.192383
	Iteration 49Q: 3 clusters Score -490820.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -490825.218750 Penalty: 4130.192383
	Iteration 50Q: 3 clusters Score -490825.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -490830.625000 Penalty: 4130.192383
	Iteration 51Q: 3 clusters Score -490830.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -490832.500000 Penalty: 4130.192383
	Iteration 52Q: 3 clusters Score -490832.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -490835.500000 Penalty: 4130.192383
	Iteration 53Q: 3 clusters Score -490835.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -490837.343750 Penalty: 4130.192383
	Iteration 54Q: 3 clusters Score -490837.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -490838.343750 Penalty: 4130.192383
	Iteration 55Q: 3 clusters Score -490838.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -490839.718750 Penalty: 4130.192383
	Iteration 56Q: 3 clusters Score -490839.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -490839.437500 Penalty: 4130.192383
	Iteration 57Q: 3 clusters Score -490839.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -490839.437500 Penalty: 4130.192383
	Iteration 58F: 3 clusters Score -490839.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Entering Unmasked Estep 
Score: -5571581.500000 Penalty: 2670.787842
	Iteration 0F: 2 clusters Score -5571582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -5539433.500000 Penalty: 5341.575684
	Iteration 0F: 3 clusters Score -5539434 nChanged 22109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -5551431.000000 Penalty: 5341.575684
	Iteration 1F: 3 clusters Score -5551431 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -5551954.500000 Penalty: 5341.575684
	Iteration 2Q: 3 clusters Score -5551954 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -5552482.000000 Penalty: 5341.575684
	Iteration 3Q: 3 clusters Score -5552482 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -5552966.000000 Penalty: 5341.575684
	Iteration 4Q: 3 clusters Score -5552966 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -5553540.000000 Penalty: 5341.575684
	Iteration 5Q: 3 clusters Score -5553540 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -5554342.500000 Penalty: 5341.575684
	Iteration 6Q: 3 clusters Score -5554342 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -5555282.000000 Penalty: 5341.575684
	Iteration 7Q: 3 clusters Score -5555282 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -5556537.500000 Penalty: 5341.575684
	Iteration 8F: 3 clusters Score -5556538 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -5557971.500000 Penalty: 5341.575684
	Iteration 9F: 3 clusters Score -5557972 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -5559497.500000 Penalty: 5341.575684
	Iteration 10F: 3 clusters Score -5559498 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -5560940.500000 Penalty: 5341.575684
	Iteration 11Q: 3 clusters Score -5560940 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -5562562.000000 Penalty: 5341.575684
	Iteration 12Q: 3 clusters Score -5562562 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -5564876.500000 Penalty: 5341.575684
	Iteration 13Q: 3 clusters Score -5564876 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -5567313.500000 Penalty: 5341.575684
	Iteration 14Q: 3 clusters Score -5567314 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -5568107.000000 Penalty: 5341.575684
	Iteration 15Q: 3 clusters Score -5568107 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -5568366.000000 Penalty: 5341.575684
	Iteration 16Q: 3 clusters Score -5568366 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -5568475.500000 Penalty: 5341.575684
	Iteration 17Q: 3 clusters Score -5568476 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -5568541.500000 Penalty: 5341.575684
	Iteration 18Q: 3 clusters Score -5568542 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -5568609.000000 Penalty: 5341.575684
	Iteration 19Q: 3 clusters Score -5568609 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -5568669.000000 Penalty: 5341.575684
	Iteration 20F: 3 clusters Score -5568669 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -5568676.000000 Penalty: 5341.575684
	Iteration 21Q: 3 clusters Score -5568676 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -5568718.000000 Penalty: 5341.575684
	Iteration 22Q: 3 clusters Score -5568718 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -5568768.000000 Penalty: 5341.575684
	Iteration 23Q: 3 clusters Score -5568768 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -5568788.000000 Penalty: 5341.575684
	Iteration 24Q: 3 clusters Score -5568788 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -5568818.000000 Penalty: 5341.575684
	Iteration 25Q: 3 clusters Score -5568818 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -5568835.000000 Penalty: 5341.575684
	Iteration 26Q: 3 clusters Score -5568835 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -5568861.500000 Penalty: 5341.575684
	Iteration 27Q: 3 clusters Score -5568862 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -5568867.500000 Penalty: 5341.575684
	Iteration 28Q: 3 clusters Score -5568868 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -5568875.500000 Penalty: 5341.575684
	Iteration 29Q: 3 clusters Score -5568876 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -5568892.000000 Penalty: 5341.575684
	Iteration 30Q: 3 clusters Score -5568892 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -5568888.500000 Penalty: 5341.575684
	Iteration 31Q: 3 clusters Score -5568888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -5568898.000000 Penalty: 5341.575684
	Iteration 32Q: 3 clusters Score -5568898 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -5568912.000000 Penalty: 5341.575684
	Iteration 33Q: 3 clusters Score -5568912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -5568909.500000 Penalty: 5341.575684
	Iteration 34Q: 3 clusters Score -5568910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -5568910.500000 Penalty: 5341.575684
	Iteration 35Q: 3 clusters Score -5568910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -5568916.000000 Penalty: 5341.575684
	Iteration 36Q: 3 clusters Score -5568916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -5568910.500000 Penalty: 5341.575684
	Iteration 37Q: 3 clusters Score -5568910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -5568919.000000 Penalty: 5341.575684
	Iteration 38Q: 3 clusters Score -5568919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -5568922.500000 Penalty: 5341.575684
	Iteration 39Q: 3 clusters Score -5568922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -5568924.500000 Penalty: 5341.575684
	Iteration 40F: 3 clusters Score -5568924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -5568925.500000 Penalty: 5341.575684
	Iteration 41Q: 3 clusters Score -5568926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -5568934.500000 Penalty: 5341.575684
	Iteration 42Q: 3 clusters Score -5568934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -5568936.500000 Penalty: 5341.575684
	Iteration 43Q: 3 clusters Score -5568936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -5568939.000000 Penalty: 5341.575684
	Iteration 44Q: 3 clusters Score -5568939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -5568940.500000 Penalty: 5341.575684
	Iteration 45Q: 3 clusters Score -5568940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -5568947.000000 Penalty: 5341.575684
	Iteration 46Q: 3 clusters Score -5568947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -5568947.000000 Penalty: 5341.575684
	Iteration 47Q: 3 clusters Score -5568947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -5568947.500000 Penalty: 5341.575684
	Iteration 48Q: 3 clusters Score -5568948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -5568943.000000 Penalty: 5341.575684
	Iteration 49Q: 3 clusters Score -5568943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -5568952.000000 Penalty: 5341.575684
	Iteration 50Q: 3 clusters Score -5568952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -5568945.000000 Penalty: 5341.575684
	Iteration 51Q: 3 clusters Score -5568945 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -5568950.000000 Penalty: 5341.575684
	Iteration 52Q: 3 clusters Score -5568950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -5568952.000000 Penalty: 5341.575684
	Iteration 53Q: 3 clusters Score -5568952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -5568949.000000 Penalty: 5341.575684
	Iteration 54Q: 3 clusters Score -5568949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -5568955.500000 Penalty: 5341.575684
	Iteration 55Q: 3 clusters Score -5568956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -5568955.500000 Penalty: 5341.575684
	Iteration 56Q: 3 clusters Score -5568956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -5568965.500000 Penalty: 5341.575684
	Iteration 57Q: 3 clusters Score -5568966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -5568976.000000 Penalty: 5341.575684
	Iteration 58Q: 3 clusters Score -5568976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -5568981.500000 Penalty: 5341.575684
	Iteration 59Q: 3 clusters Score -5568982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -5568991.500000 Penalty: 5341.575684
	Iteration 60F: 3 clusters Score -5568992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -5568987.500000 Penalty: 5341.575684
	Iteration 61Q: 3 clusters Score -5568988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -5568989.000000 Penalty: 5341.575684
	Iteration 62Q: 3 clusters Score -5568989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -5568989.000000 Penalty: 5341.575684
	Iteration 63Q: 3 clusters Score -5568989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -5568982.500000 Penalty: 5341.575684
	Iteration 64Q: 3 clusters Score -5568982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -5568999.500000 Penalty: 5341.575684
	Iteration 65Q: 3 clusters Score -5569000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -5569004.000000 Penalty: 5341.575684
	Iteration 66Q: 3 clusters Score -5569004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -5568997.500000 Penalty: 5341.575684
	Iteration 67Q: 3 clusters Score -5568998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -5568992.500000 Penalty: 5341.575684
	Iteration 68Q: 3 clusters Score -5568992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -5569001.500000 Penalty: 5341.575684
	Iteration 69Q: 3 clusters Score -5569002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -5569008.500000 Penalty: 5341.575684
	Iteration 70Q: 3 clusters Score -5569008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -5569013.000000 Penalty: 5341.575684
	Iteration 71Q: 3 clusters Score -5569013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -5569011.000000 Penalty: 5341.575684
	Iteration 72Q: 3 clusters Score -5569011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -5569014.000000 Penalty: 5341.575684
	Iteration 73Q: 3 clusters Score -5569014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -5569019.500000 Penalty: 5341.575684
	Iteration 74Q: 3 clusters Score -5569020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -5569022.000000 Penalty: 5341.575684
	Iteration 75Q: 3 clusters Score -5569022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -5569023.500000 Penalty: 5341.575684
	Iteration 76Q: 3 clusters Score -5569024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -5569031.500000 Penalty: 5341.575684
	Iteration 77Q: 3 clusters Score -5569032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -5569028.000000 Penalty: 5341.575684
	Iteration 78Q: 3 clusters Score -5569028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -5569034.500000 Penalty: 5341.575684
	Iteration 79Q: 3 clusters Score -5569034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -5569030.000000 Penalty: 5341.575684
	Iteration 80F: 3 clusters Score -5569030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -5569038.500000 Penalty: 5341.575684
	Iteration 81Q: 3 clusters Score -5569038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -5569045.000000 Penalty: 5341.575684
	Iteration 82Q: 3 clusters Score -5569045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -5569032.500000 Penalty: 5341.575684
	Iteration 83Q: 3 clusters Score -5569032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -5569045.500000 Penalty: 5341.575684
	Iteration 84Q: 3 clusters Score -5569046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -5569038.500000 Penalty: 5341.575684
	Iteration 85Q: 3 clusters Score -5569038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -5569050.000000 Penalty: 5341.575684
	Iteration 86Q: 3 clusters Score -5569050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -5569053.500000 Penalty: 5341.575684
	Iteration 87Q: 3 clusters Score -5569054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -5569052.500000 Penalty: 5341.575684
	Iteration 88Q: 3 clusters Score -5569052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -5569063.000000 Penalty: 5341.575684
	Iteration 89Q: 3 clusters Score -5569063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -5569058.500000 Penalty: 5341.575684
	Iteration 90Q: 3 clusters Score -5569058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -5569067.000000 Penalty: 5341.575684
	Iteration 91Q: 3 clusters Score -5569067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -5569074.500000 Penalty: 5341.575684
	Iteration 92Q: 3 clusters Score -5569074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -5569073.500000 Penalty: 5341.575684
	Iteration 93Q: 3 clusters Score -5569074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -5569068.500000 Penalty: 5341.575684
	Iteration 94Q: 3 clusters Score -5569068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -5569065.500000 Penalty: 5341.575684
	Iteration 95Q: 3 clusters Score -5569066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -5569062.000000 Penalty: 5341.575684
	Iteration 96Q: 3 clusters Score -5569062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -5569066.500000 Penalty: 5341.575684
	Iteration 97Q: 3 clusters Score -5569066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -5569062.500000 Penalty: 5341.575684
	Iteration 98Q: 3 clusters Score -5569062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -5569068.000000 Penalty: 5341.575684
	Iteration 99Q: 3 clusters Score -5569068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -5569070.000000 Penalty: 5341.575684
	Iteration 100F: 3 clusters Score -5569070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -5569069.500000 Penalty: 5341.575684
	Iteration 101Q: 3 clusters Score -5569070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -5569077.000000 Penalty: 5341.575684
	Iteration 102Q: 3 clusters Score -5569077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -5569076.500000 Penalty: 5341.575684
	Iteration 103Q: 3 clusters Score -5569076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -5569076.500000 Penalty: 5341.575684
	Iteration 104F: 3 clusters Score -5569076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Entering Unmasked Estep 
Score: -4103777.000000 Penalty: 2588.396484
	Iteration 0F: 2 clusters Score -4103777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -4080388.500000 Penalty: 5176.792969
	Iteration 0F: 3 clusters Score -4080388 nChanged 15632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -4088929.750000 Penalty: 5176.792969
	Iteration 1F: 3 clusters Score -4088930 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -4089492.500000 Penalty: 5176.792969
	Iteration 2Q: 3 clusters Score -4089492 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -4090161.750000 Penalty: 5176.792969
	Iteration 3Q: 3 clusters Score -4090162 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -4091003.750000 Penalty: 5176.792969
	Iteration 4Q: 3 clusters Score -4091004 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -4091937.000000 Penalty: 5176.792969
	Iteration 5F: 3 clusters Score -4091937 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -4092996.000000 Penalty: 5176.792969
	Iteration 6F: 3 clusters Score -4092996 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -4094292.500000 Penalty: 5176.792969
	Iteration 7F: 3 clusters Score -4094292 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -4095872.000000 Penalty: 5176.792969
	Iteration 8F: 3 clusters Score -4095872 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -4097447.000000 Penalty: 5176.792969
	Iteration 9F: 3 clusters Score -4097447 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -4098867.500000 Penalty: 5176.792969
	Iteration 10F: 3 clusters Score -4098868 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -4100111.750000 Penalty: 5176.792969
	Iteration 11Q: 3 clusters Score -4100112 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -4101005.000000 Penalty: 5176.792969
	Iteration 12Q: 3 clusters Score -4101005 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -4101454.750000 Penalty: 5176.792969
	Iteration 13Q: 3 clusters Score -4101455 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -4101656.500000 Penalty: 5176.792969
	Iteration 14Q: 3 clusters Score -4101656 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -4101759.250000 Penalty: 5176.792969
	Iteration 15Q: 3 clusters Score -4101759 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -4101819.500000 Penalty: 5176.792969
	Iteration 16Q: 3 clusters Score -4101820 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -4101866.000000 Penalty: 5176.792969
	Iteration 17Q: 3 clusters Score -4101866 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -4101918.000000 Penalty: 5176.792969
	Iteration 18Q: 3 clusters Score -4101918 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -4101941.000000 Penalty: 5176.792969
	Iteration 19Q: 3 clusters Score -4101941 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -4101951.750000 Penalty: 5176.792969
	Iteration 20F: 3 clusters Score -4101952 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -4101963.250000 Penalty: 5176.792969
	Iteration 21Q: 3 clusters Score -4101963 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -4101995.750000 Penalty: 5176.792969
	Iteration 22Q: 3 clusters Score -4101996 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -4101997.000000 Penalty: 5176.792969
	Iteration 23Q: 3 clusters Score -4101997 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -4102011.250000 Penalty: 5176.792969
	Iteration 24Q: 3 clusters Score -4102011 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -4102032.500000 Penalty: 5176.792969
	Iteration 25Q: 3 clusters Score -4102032 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -4102028.000000 Penalty: 5176.792969
	Iteration 26Q: 3 clusters Score -4102028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -4102028.500000 Penalty: 5176.792969
	Iteration 27Q: 3 clusters Score -4102028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -4102034.250000 Penalty: 5176.792969
	Iteration 28Q: 3 clusters Score -4102034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -4102039.750000 Penalty: 5176.792969
	Iteration 29Q: 3 clusters Score -4102040 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -4102046.250000 Penalty: 5176.792969
	Iteration 30Q: 3 clusters Score -4102046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -4102066.250000 Penalty: 5176.792969
	Iteration 31Q: 3 clusters Score -4102066 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -4102064.500000 Penalty: 5176.792969
	Iteration 32Q: 3 clusters Score -4102064 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -4102077.500000 Penalty: 5176.792969
	Iteration 33Q: 3 clusters Score -4102078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -4102077.750000 Penalty: 5176.792969
	Iteration 34Q: 3 clusters Score -4102078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -4102074.500000 Penalty: 5176.792969
	Iteration 35Q: 3 clusters Score -4102074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -4102066.250000 Penalty: 5176.792969
	Iteration 36Q: 3 clusters Score -4102066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -4102078.250000 Penalty: 5176.792969
	Iteration 37Q: 3 clusters Score -4102078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -4102085.000000 Penalty: 5176.792969
	Iteration 38Q: 3 clusters Score -4102085 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -4102090.750000 Penalty: 5176.792969
	Iteration 39Q: 3 clusters Score -4102091 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -4102099.750000 Penalty: 5176.792969
	Iteration 40F: 3 clusters Score -4102100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -4102092.750000 Penalty: 5176.792969
	Iteration 41Q: 3 clusters Score -4102093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -4102103.000000 Penalty: 5176.792969
	Iteration 42Q: 3 clusters Score -4102103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -4102107.500000 Penalty: 5176.792969
	Iteration 43Q: 3 clusters Score -4102108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -4102108.500000 Penalty: 5176.792969
	Iteration 44Q: 3 clusters Score -4102108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -4102113.250000 Penalty: 5176.792969
	Iteration 45Q: 3 clusters Score -4102113 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -4102120.750000 Penalty: 5176.792969
	Iteration 46Q: 3 clusters Score -4102121 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -4102116.750000 Penalty: 5176.792969
	Iteration 47Q: 3 clusters Score -4102117 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -4102115.000000 Penalty: 5176.792969
	Iteration 48Q: 3 clusters Score -4102115 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -4102128.000000 Penalty: 5176.792969
	Iteration 49Q: 3 clusters Score -4102128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -4102132.250000 Penalty: 5176.792969
	Iteration 50Q: 3 clusters Score -4102132 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -4102145.000000 Penalty: 5176.792969
	Iteration 51Q: 3 clusters Score -4102145 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -4102156.750000 Penalty: 5176.792969
	Iteration 52Q: 3 clusters Score -4102157 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -4102163.250000 Penalty: 5176.792969
	Iteration 53Q: 3 clusters Score -4102163 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -4102167.750000 Penalty: 5176.792969
	Iteration 54Q: 3 clusters Score -4102168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -4102168.000000 Penalty: 5176.792969
	Iteration 55Q: 3 clusters Score -4102168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -4102168.750000 Penalty: 5176.792969
	Iteration 56Q: 3 clusters Score -4102169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -4102168.500000 Penalty: 5176.792969
	Iteration 57Q: 3 clusters Score -4102168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -4102167.250000 Penalty: 5176.792969
	Iteration 58Q: 3 clusters Score -4102167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -4102169.250000 Penalty: 5176.792969
	Iteration 59Q: 3 clusters Score -4102169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -4102173.250000 Penalty: 5176.792969
	Iteration 60F: 3 clusters Score -4102173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -4102174.750000 Penalty: 5176.792969
	Iteration 61Q: 3 clusters Score -4102175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -4102180.250000 Penalty: 5176.792969
	Iteration 62Q: 3 clusters Score -4102180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4102181.750000 Penalty: 5176.792969
	Iteration 63Q: 3 clusters Score -4102182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -4102187.750000 Penalty: 5176.792969
	Iteration 64Q: 3 clusters Score -4102188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -4102187.000000 Penalty: 5176.792969
	Iteration 65Q: 3 clusters Score -4102187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -4102190.250000 Penalty: 5176.792969
	Iteration 66Q: 3 clusters Score -4102190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -4102186.000000 Penalty: 5176.792969
	Iteration 67Q: 3 clusters Score -4102186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -4102185.750000 Penalty: 5176.792969
	Iteration 68Q: 3 clusters Score -4102186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -4102189.000000 Penalty: 5176.792969
	Iteration 69Q: 3 clusters Score -4102189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -4102186.250000 Penalty: 5176.792969
	Iteration 70Q: 3 clusters Score -4102186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -4102187.750000 Penalty: 5176.792969
	Iteration 71Q: 3 clusters Score -4102188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -4102190.250000 Penalty: 5176.792969
	Iteration 72Q: 3 clusters Score -4102190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -4102189.500000 Penalty: 5176.792969
	Iteration 73Q: 3 clusters Score -4102190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -4102191.500000 Penalty: 5176.792969
	Iteration 74Q: 3 clusters Score -4102192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -4102193.750000 Penalty: 5176.792969
	Iteration 75Q: 3 clusters Score -4102194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -4102193.750000 Penalty: 5176.792969
	Iteration 76F: 3 clusters Score -4102194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -108815.992188 Penalty: 1703.257568
	Iteration 0F: 2 clusters Score -108816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -106936.156250 Penalty: 3406.515137
	Iteration 0F: 3 clusters Score -106936.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -107300.117188 Penalty: 3406.515137
	Iteration 1F: 3 clusters Score -107300.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -107439.078125 Penalty: 3406.515137
	Iteration 2F: 3 clusters Score -107439.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -107607.351562 Penalty: 3406.515137
	Iteration 3F: 3 clusters Score -107607.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -107770.312500 Penalty: 3406.515137
	Iteration 4F: 3 clusters Score -107770.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -107853.382812 Penalty: 3406.515137
	Iteration 5Q: 3 clusters Score -107853.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -107896.914062 Penalty: 3406.515137
	Iteration 6Q: 3 clusters Score -107896.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -107940.617188 Penalty: 3406.515137
	Iteration 7Q: 3 clusters Score -107940.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -107971.500000 Penalty: 3406.515137
	Iteration 8Q: 3 clusters Score -107971.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -108002.617188 Penalty: 3406.515137
	Iteration 9Q: 3 clusters Score -108002.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -108017.789062 Penalty: 3406.515137
	Iteration 10Q: 3 clusters Score -108017.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -108027.992188 Penalty: 3406.515137
	Iteration 11Q: 3 clusters Score -108028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -108037.500000 Penalty: 3406.515137
	Iteration 12Q: 3 clusters Score -108037.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -108045.914062 Penalty: 3406.515137
	Iteration 13Q: 3 clusters Score -108045.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -108050.656250 Penalty: 3406.515137
	Iteration 14Q: 3 clusters Score -108050.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -108050.656250 Penalty: 3406.515137
	Iteration 15F: 3 clusters Score -108050.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Entering Unmasked Estep 
Score: -1202755.875000 Penalty: 2284.684814
	Iteration 0F: 2 clusters Score -1202756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1195118.250000 Penalty: 4569.369629
	Iteration 0F: 3 clusters Score -1195118 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1197293.875000 Penalty: 4569.369629
	Iteration 1F: 3 clusters Score -1197294 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1197572.875000 Penalty: 4569.369629
	Iteration 2F: 3 clusters Score -1197573 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1197776.250000 Penalty: 4569.369629
	Iteration 3Q: 3 clusters Score -1197776 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1197936.125000 Penalty: 4569.369629
	Iteration 4Q: 3 clusters Score -1197936 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1198081.875000 Penalty: 4569.369629
	Iteration 5Q: 3 clusters Score -1198082 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1198233.500000 Penalty: 4569.369629
	Iteration 6Q: 3 clusters Score -1198234 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1198439.750000 Penalty: 4569.369629
	Iteration 7Q: 3 clusters Score -1198440 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1198740.875000 Penalty: 4569.369629
	Iteration 8Q: 3 clusters Score -1198741 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1199078.750000 Penalty: 4569.369629
	Iteration 9Q: 3 clusters Score -1199079 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1199464.375000 Penalty: 4569.369629
	Iteration 10F: 3 clusters Score -1199464 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1199847.250000 Penalty: 4569.369629
	Iteration 11Q: 3 clusters Score -1199847 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1200198.375000 Penalty: 4569.369629
	Iteration 12Q: 3 clusters Score -1200198 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1200541.875000 Penalty: 4569.369629
	Iteration 13Q: 3 clusters Score -1200542 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1200809.375000 Penalty: 4569.369629
	Iteration 14Q: 3 clusters Score -1200809 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1200988.125000 Penalty: 4569.369629
	Iteration 15Q: 3 clusters Score -1200988 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1201094.125000 Penalty: 4569.369629
	Iteration 16Q: 3 clusters Score -1201094 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1201148.375000 Penalty: 4569.369629
	Iteration 17Q: 3 clusters Score -1201148 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1201185.125000 Penalty: 4569.369629
	Iteration 18Q: 3 clusters Score -1201185 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1201204.000000 Penalty: 4569.369629
	Iteration 19Q: 3 clusters Score -1201204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1201217.625000 Penalty: 4569.369629
	Iteration 20F: 3 clusters Score -1201218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1201222.250000 Penalty: 4569.369629
	Iteration 21Q: 3 clusters Score -1201222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1201224.625000 Penalty: 4569.369629
	Iteration 22Q: 3 clusters Score -1201225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1201223.125000 Penalty: 4569.369629
	Iteration 23Q: 3 clusters Score -1201223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1201225.750000 Penalty: 4569.369629
	Iteration 24Q: 3 clusters Score -1201226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1201225.750000 Penalty: 4569.369629
	Iteration 25F: 3 clusters Score -1201226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (194989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194989 members 
Entering Unmasked Estep 
Score: -23256162.000000 Penalty: 3020.813232
	Iteration 0F: 2 clusters Score -2.325616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97412 members 
Mstep: Class 2 contains 97577 members 
Entering Unmasked Estep 
Score: -23130834.000000 Penalty: 6041.626465
	Iteration 0F: 3 clusters Score -2.313083e+07 nChanged 93772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96084 members 
Mstep: Class 2 contains 98905 members 
Entering Unmasked Estep 
Score: -23184578.000000 Penalty: 6041.626465
	Iteration 1F: 3 clusters Score -2.318458e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95254 members 
Mstep: Class 2 contains 99735 members 
Entering Unmasked Estep 
Score: -23185338.000000 Penalty: 6041.626465
	Iteration 2Q: 3 clusters Score -2.318534e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93967 members 
Mstep: Class 2 contains 101022 members 
Entering Unmasked Estep 
Score: -23186428.000000 Penalty: 6041.626465
	Iteration 3Q: 3 clusters Score -2.318643e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91833 members 
Mstep: Class 2 contains 103156 members 
Entering Unmasked Estep 
Score: -23187712.000000 Penalty: 6041.626465
	Iteration 4Q: 3 clusters Score -2.318771e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88423 members 
Mstep: Class 2 contains 106566 members 
Entering Unmasked Estep 
Score: -23190200.000000 Penalty: 6041.626465
	Iteration 5Q: 3 clusters Score -2.31902e+07 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83250 members 
Mstep: Class 2 contains 111739 members 
Entering Unmasked Estep 
Score: -23194944.000000 Penalty: 6041.626465
	Iteration 6F: 3 clusters Score -2.319494e+07 nChanged 13236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75924 members 
Mstep: Class 2 contains 119065 members 
Entering Unmasked Estep 
Score: -23203576.000000 Penalty: 6041.626465
	Iteration 7F: 3 clusters Score -2.320358e+07 nChanged 15830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66948 members 
Mstep: Class 2 contains 128041 members 
Entering Unmasked Estep 
Score: -23215500.000000 Penalty: 6041.626465
	Iteration 8F: 3 clusters Score -2.32155e+07 nChanged 15898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 135795 members 
Entering Unmasked Estep 
Score: -23229742.000000 Penalty: 6041.626465
	Iteration 9F: 3 clusters Score -2.322974e+07 nChanged 13110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55336 members 
Mstep: Class 2 contains 139653 members 
Entering Unmasked Estep 
Score: -23240318.000000 Penalty: 6041.626465
	Iteration 10F: 3 clusters Score -2.324032e+07 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54663 members 
Mstep: Class 2 contains 140326 members 
Entering Unmasked Estep 
Score: -23243924.000000 Penalty: 6041.626465
	Iteration 11Q: 3 clusters Score -2.324392e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 140242 members 
Entering Unmasked Estep 
Score: -23245196.000000 Penalty: 6041.626465
	Iteration 12Q: 3 clusters Score -2.32452e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 139900 members 
Entering Unmasked Estep 
Score: -23246144.000000 Penalty: 6041.626465
	Iteration 13Q: 3 clusters Score -2.324614e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 139252 members 
Entering Unmasked Estep 
Score: -23246522.000000 Penalty: 6041.626465
	Iteration 14Q: 3 clusters Score -2.324652e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56485 members 
Mstep: Class 2 contains 138504 members 
Entering Unmasked Estep 
Score: -23246878.000000 Penalty: 6041.626465
	Iteration 15Q: 3 clusters Score -2.324688e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57350 members 
Mstep: Class 2 contains 137639 members 
Entering Unmasked Estep 
Score: -23247220.000000 Penalty: 6041.626465
	Iteration 16Q: 3 clusters Score -2.324722e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58195 members 
Mstep: Class 2 contains 136794 members 
Entering Unmasked Estep 
Score: -23247348.000000 Penalty: 6041.626465
	Iteration 17Q: 3 clusters Score -2.324735e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59052 members 
Mstep: Class 2 contains 135937 members 
Entering Unmasked Estep 
Score: -23247502.000000 Penalty: 6041.626465
	Iteration 18Q: 3 clusters Score -2.32475e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59904 members 
Mstep: Class 2 contains 135085 members 
Entering Unmasked Estep 
Score: -23247638.000000 Penalty: 6041.626465
	Iteration 19Q: 3 clusters Score -2.324764e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60714 members 
Mstep: Class 2 contains 134275 members 
Entering Unmasked Estep 
Score: -23247652.000000 Penalty: 6041.626465
	Iteration 20F: 3 clusters Score -2.324765e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61597 members 
Mstep: Class 2 contains 133392 members 
Entering Unmasked Estep 
Score: -23247588.000000 Penalty: 6041.626465
	Iteration 21Q: 3 clusters Score -2.324759e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62482 members 
Mstep: Class 2 contains 132507 members 
Entering Unmasked Estep 
Score: -23247502.000000 Penalty: 6041.626465
	Iteration 22Q: 3 clusters Score -2.32475e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 131557 members 
Entering Unmasked Estep 
Score: -23247498.000000 Penalty: 6041.626465
	Iteration 23Q: 3 clusters Score -2.32475e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64400 members 
Mstep: Class 2 contains 130589 members 
Entering Unmasked Estep 
Score: -23247490.000000 Penalty: 6041.626465
	Iteration 24Q: 3 clusters Score -2.324749e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 129612 members 
Entering Unmasked Estep 
Score: -23247512.000000 Penalty: 6041.626465
	Iteration 25Q: 3 clusters Score -2.324751e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66331 members 
Mstep: Class 2 contains 128658 members 
Entering Unmasked Estep 
Score: -23247472.000000 Penalty: 6041.626465
	Iteration 26Q: 3 clusters Score -2.324747e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67287 members 
Mstep: Class 2 contains 127702 members 
Entering Unmasked Estep 
Score: -23247396.000000 Penalty: 6041.626465
	Iteration 27Q: 3 clusters Score -2.32474e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68205 members 
Mstep: Class 2 contains 126784 members 
Entering Unmasked Estep 
Score: -23247384.000000 Penalty: 6041.626465
	Iteration 28Q: 3 clusters Score -2.324738e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69116 members 
Mstep: Class 2 contains 125873 members 
Entering Unmasked Estep 
Score: -23247278.000000 Penalty: 6041.626465
	Iteration 29Q: 3 clusters Score -2.324728e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69994 members 
Mstep: Class 2 contains 124995 members 
Entering Unmasked Estep 
Score: -23247268.000000 Penalty: 6041.626465
	Iteration 30Q: 3 clusters Score -2.324727e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70926 members 
Mstep: Class 2 contains 124063 members 
Entering Unmasked Estep 
Score: -23247160.000000 Penalty: 6041.626465
	Iteration 31Q: 3 clusters Score -2.324716e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71841 members 
Mstep: Class 2 contains 123148 members 
Entering Unmasked Estep 
Score: -23247162.000000 Penalty: 6041.626465
	Iteration 32Q: 3 clusters Score -2.324716e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72807 members 
Mstep: Class 2 contains 122182 members 
Entering Unmasked Estep 
Score: -23247078.000000 Penalty: 6041.626465
	Iteration 33Q: 3 clusters Score -2.324708e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73770 members 
Mstep: Class 2 contains 121219 members 
Entering Unmasked Estep 
Score: -23247106.000000 Penalty: 6041.626465
	Iteration 34Q: 3 clusters Score -2.324711e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74735 members 
Mstep: Class 2 contains 120254 members 
Entering Unmasked Estep 
Score: -23247096.000000 Penalty: 6041.626465
	Iteration 35Q: 3 clusters Score -2.32471e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75653 members 
Mstep: Class 2 contains 119336 members 
Entering Unmasked Estep 
Score: -23247068.000000 Penalty: 6041.626465
	Iteration 36Q: 3 clusters Score -2.324707e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76542 members 
Mstep: Class 2 contains 118447 members 
Entering Unmasked Estep 
Score: -23247124.000000 Penalty: 6041.626465
	Iteration 37Q: 3 clusters Score -2.324712e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77450 members 
Mstep: Class 2 contains 117539 members 
Entering Unmasked Estep 
Score: -23247032.000000 Penalty: 6041.626465
	Iteration 38Q: 3 clusters Score -2.324703e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78412 members 
Mstep: Class 2 contains 116577 members 
Entering Unmasked Estep 
Score: -23247058.000000 Penalty: 6041.626465
	Iteration 39Q: 3 clusters Score -2.324706e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79393 members 
Mstep: Class 2 contains 115596 members 
Entering Unmasked Estep 
Score: -23247016.000000 Penalty: 6041.626465
	Iteration 40F: 3 clusters Score -2.324702e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80294 members 
Mstep: Class 2 contains 114695 members 
Entering Unmasked Estep 
Score: -23247022.000000 Penalty: 6041.626465
	Iteration 41Q: 3 clusters Score -2.324702e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81116 members 
Mstep: Class 2 contains 113873 members 
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Mstep: Class 1 contains 81901 members 
Mstep: Class 2 contains 113088 members 
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Mstep: Class 1 contains 82667 members 
Mstep: Class 2 contains 112322 members 
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Mstep: Class 2 contains 111562 members 
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Mstep: Class 1 contains 84141 members 
Mstep: Class 2 contains 110848 members 
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	Iteration 46Q: 3 clusters Score -2.324677e+07 nChanged 760
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Mstep: Class 2 contains 110088 members 
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Mstep: Class 1 contains 85635 members 
Mstep: Class 2 contains 109354 members 
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	Iteration 48Q: 3 clusters Score -2.324678e+07 nChanged 636
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Mstep: Class 1 contains 86271 members 
Mstep: Class 2 contains 108718 members 
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	Iteration 49Q: 3 clusters Score -2.32467e+07 nChanged 567
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Mstep: Class 1 contains 86838 members 
Mstep: Class 2 contains 108151 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2.324667e+07 nChanged 546
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Mstep: Class 1 contains 87384 members 
Mstep: Class 2 contains 107605 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2.324665e+07 nChanged 523
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87907 members 
Mstep: Class 2 contains 107082 members 
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	Iteration 52Q: 3 clusters Score -2.324671e+07 nChanged 494
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Mstep: Class 1 contains 88399 members 
Mstep: Class 2 contains 106590 members 
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	Iteration 53Q: 3 clusters Score -2.324678e+07 nChanged 424
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Mstep: Class 1 contains 88821 members 
Mstep: Class 2 contains 106168 members 
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Mstep: Class 1 contains 89225 members 
Mstep: Class 2 contains 105764 members 
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	Iteration 55Q: 3 clusters Score -2.324657e+07 nChanged 410
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Mstep: Class 1 contains 89635 members 
Mstep: Class 2 contains 105354 members 
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	Iteration 56Q: 3 clusters Score -2.324661e+07 nChanged 358
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Mstep: Class 2 contains 104996 members 
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	Iteration 57Q: 3 clusters Score -2.324659e+07 nChanged 339
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Mstep: Class 1 contains 90330 members 
Mstep: Class 2 contains 104659 members 
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Mstep: Class 2 contains 104341 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2.324663e+07 nChanged 307
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Mstep: Class 1 contains 90955 members 
Mstep: Class 2 contains 104034 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2.324666e+07 nChanged 267
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Mstep: Class 1 contains 91220 members 
Mstep: Class 2 contains 103769 members 
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Mstep: Class 1 contains 91453 members 
Mstep: Class 2 contains 103536 members 
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Mstep: Class 1 contains 91640 members 
Mstep: Class 2 contains 103349 members 
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Mstep: Class 1 contains 91814 members 
Mstep: Class 2 contains 103175 members 
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Mstep: Class 1 contains 91967 members 
Mstep: Class 2 contains 103022 members 
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Mstep: Class 1 contains 92114 members 
Mstep: Class 2 contains 102875 members 
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Mstep: Class 1 contains 92258 members 
Mstep: Class 2 contains 102731 members 
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Mstep: Class 1 contains 92361 members 
Mstep: Class 2 contains 102628 members 
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Mstep: Class 1 contains 92463 members 
Mstep: Class 2 contains 102526 members 
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Mstep: Class 2 contains 102428 members 
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Mstep: Class 1 contains 92646 members 
Mstep: Class 2 contains 102343 members 
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Mstep: Class 1 contains 92707 members 
Mstep: Class 2 contains 102282 members 
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Mstep: Class 1 contains 92757 members 
Mstep: Class 2 contains 102232 members 
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Mstep: Class 1 contains 92812 members 
Mstep: Class 2 contains 102177 members 
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Mstep: Class 2 contains 101996 members 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 101955 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 93085 members 
Mstep: Class 2 contains 101904 members 
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	Iteration 80F: 3 clusters Score -2.324659e+07 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93138 members 
Mstep: Class 2 contains 101851 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 93187 members 
Mstep: Class 2 contains 101802 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 93222 members 
Mstep: Class 2 contains 101767 members 
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	Iteration 83Q: 3 clusters Score -2.324659e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93236 members 
Mstep: Class 2 contains 101753 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 93267 members 
Mstep: Class 2 contains 101722 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 93304 members 
Mstep: Class 2 contains 101685 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 93344 members 
Mstep: Class 2 contains 101645 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 93388 members 
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Mstep: Class 2 contains 101548 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 93498 members 
Mstep: Class 2 contains 101491 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 93535 members 
Mstep: Class 2 contains 101454 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 93572 members 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 101385 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 93638 members 
Mstep: Class 2 contains 101351 members 
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Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 93708 members 
Mstep: Class 2 contains 101281 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 93727 members 
Mstep: Class 2 contains 101262 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 93744 members 
Mstep: Class 2 contains 101245 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 93751 members 
Mstep: Class 2 contains 101238 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 93760 members 
Mstep: Class 2 contains 101229 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 93776 members 
Mstep: Class 2 contains 101213 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 93788 members 
Mstep: Class 2 contains 101201 members 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 101191 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 93812 members 
Mstep: Class 2 contains 101177 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 93824 members 
Mstep: Class 2 contains 101165 members 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 101155 members 
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Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 101138 members 
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	Iteration 109Q: 3 clusters Score -2.324649e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93858 members 
Mstep: Class 2 contains 101131 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 93866 members 
Mstep: Class 2 contains 101123 members 
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	Iteration 111Q: 3 clusters Score -2.324648e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93869 members 
Mstep: Class 2 contains 101120 members 
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	Iteration 112Q: 3 clusters Score -2.324648e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101115 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.324648e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101109 members 
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	Iteration 114Q: 3 clusters Score -2.324649e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101101 members 
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	Iteration 115Q: 3 clusters Score -2.324648e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101097 members 
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	Iteration 116Q: 3 clusters Score -2.324649e+07 nChanged 4
Entering Unmasked Mstep 
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	Iteration 117Q: 3 clusters Score -2.32465e+07 nChanged 10
Entering Unmasked Mstep 
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	Iteration 118Q: 3 clusters Score -2.324648e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101078 members 
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	Iteration 119Q: 3 clusters Score -2.324648e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93917 members 
Mstep: Class 2 contains 101072 members 
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	Iteration 120F: 3 clusters Score -2.324648e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101064 members 
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	Iteration 121Q: 3 clusters Score -2.324648e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101055 members 
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	Iteration 122Q: 3 clusters Score -2.324649e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101047 members 
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	Iteration 123Q: 3 clusters Score -2.324648e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101038 members 
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	Iteration 124Q: 3 clusters Score -2.324648e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93959 members 
Mstep: Class 2 contains 101030 members 
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	Iteration 125Q: 3 clusters Score -2.324648e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101021 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.324647e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93978 members 
Mstep: Class 2 contains 101011 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.324648e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93987 members 
Mstep: Class 2 contains 101002 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.324649e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93995 members 
Mstep: Class 2 contains 100994 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.324648e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 100981 members 
Entering Unmasked Estep 
Score: -23246496.000000 Penalty: 6041.626465
	Iteration 130Q: 3 clusters Score -2.32465e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94024 members 
Mstep: Class 2 contains 100965 members 
Entering Unmasked Estep 
Score: -23246482.000000 Penalty: 6041.626465
	Iteration 131Q: 3 clusters Score -2.324648e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94046 members 
Mstep: Class 2 contains 100943 members 
Entering Unmasked Estep 
Score: -23246506.000000 Penalty: 6041.626465
	Iteration 132Q: 3 clusters Score -2.324651e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94070 members 
Mstep: Class 2 contains 100919 members 
Entering Unmasked Estep 
Score: -23246516.000000 Penalty: 6041.626465
	Iteration 133Q: 3 clusters Score -2.324652e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94084 members 
Mstep: Class 2 contains 100905 members 
Entering Unmasked Estep 
Score: -23246510.000000 Penalty: 6041.626465
	Iteration 134Q: 3 clusters Score -2.324651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94096 members 
Mstep: Class 2 contains 100893 members 
Entering Unmasked Estep 
Score: -23246494.000000 Penalty: 6041.626465
	Iteration 135Q: 3 clusters Score -2.324649e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94112 members 
Mstep: Class 2 contains 100877 members 
Entering Unmasked Estep 
Score: -23246488.000000 Penalty: 6041.626465
	Iteration 136Q: 3 clusters Score -2.324649e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94128 members 
Mstep: Class 2 contains 100861 members 
Entering Unmasked Estep 
Score: -23246496.000000 Penalty: 6041.626465
	Iteration 137Q: 3 clusters Score -2.32465e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94145 members 
Mstep: Class 2 contains 100844 members 
Entering Unmasked Estep 
Score: -23246474.000000 Penalty: 6041.626465
	Iteration 138Q: 3 clusters Score -2.324647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94152 members 
Mstep: Class 2 contains 100837 members 
Entering Unmasked Estep 
Score: -23246486.000000 Penalty: 6041.626465
	Iteration 139Q: 3 clusters Score -2.324649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94160 members 
Mstep: Class 2 contains 100829 members 
Entering Unmasked Estep 
Score: -23246480.000000 Penalty: 6041.626465
	Iteration 140F: 3 clusters Score -2.324648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94173 members 
Mstep: Class 2 contains 100816 members 
Entering Unmasked Estep 
Score: -23246506.000000 Penalty: 6041.626465
	Iteration 141Q: 3 clusters Score -2.324651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94177 members 
Mstep: Class 2 contains 100812 members 
Entering Unmasked Estep 
Score: -23246504.000000 Penalty: 6041.626465
	Iteration 142Q: 3 clusters Score -2.32465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94183 members 
Mstep: Class 2 contains 100806 members 
Entering Unmasked Estep 
Score: -23246506.000000 Penalty: 6041.626465
	Iteration 143Q: 3 clusters Score -2.324651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94184 members 
Mstep: Class 2 contains 100805 members 
Entering Unmasked Estep 
Score: -23246490.000000 Penalty: 6041.626465
	Iteration 144Q: 3 clusters Score -2.324649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94187 members 
Mstep: Class 2 contains 100802 members 
Entering Unmasked Estep 
Score: -23246492.000000 Penalty: 6041.626465
	Iteration 145Q: 3 clusters Score -2.324649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94188 members 
Mstep: Class 2 contains 100801 members 
Entering Unmasked Estep 
Score: -23246492.000000 Penalty: 6041.626465
	Iteration 146Q: 3 clusters Score -2.324649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94190 members 
Mstep: Class 2 contains 100799 members 
Entering Unmasked Estep 
Score: -23246510.000000 Penalty: 6041.626465
	Iteration 147Q: 3 clusters Score -2.324651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94189 members 
Mstep: Class 2 contains 100800 members 
Entering Unmasked Estep 
Score: -23246508.000000 Penalty: 6041.626465
	Iteration 148Q: 3 clusters Score -2.324651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94189 members 
Mstep: Class 2 contains 100800 members 
Entering Unmasked Estep 
Score: -23246508.000000 Penalty: 6041.626465
	Iteration 149F: 3 clusters Score -2.324651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (157850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157850 members 
Entering Unmasked Estep 
Score: -18818442.000000 Penalty: 2968.411377
	Iteration 0F: 2 clusters Score -1.881844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78877 members 
Mstep: Class 2 contains 78973 members 
Entering Unmasked Estep 
Score: -18714180.000000 Penalty: 5936.822754
	Iteration 0F: 3 clusters Score -1.871418e+07 nChanged 75808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79311 members 
Mstep: Class 2 contains 78539 members 
Entering Unmasked Estep 
Score: -18758808.000000 Penalty: 5936.822754
	Iteration 1F: 3 clusters Score -1.875881e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79610 members 
Mstep: Class 2 contains 78240 members 
Entering Unmasked Estep 
Score: -18760664.000000 Penalty: 5936.822754
	Iteration 2Q: 3 clusters Score -1.876066e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80296 members 
Mstep: Class 2 contains 77554 members 
Entering Unmasked Estep 
Score: -18763778.000000 Penalty: 5936.822754
	Iteration 3Q: 3 clusters Score -1.876378e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81797 members 
Mstep: Class 2 contains 76053 members 
Entering Unmasked Estep 
Score: -18768326.000000 Penalty: 5936.822754
	Iteration 4Q: 3 clusters Score -1.876833e+07 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84746 members 
Mstep: Class 2 contains 73104 members 
Entering Unmasked Estep 
Score: -18774734.000000 Penalty: 5936.822754
	Iteration 5F: 3 clusters Score -1.877473e+07 nChanged 11646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89354 members 
Mstep: Class 2 contains 68496 members 
Entering Unmasked Estep 
Score: -18784278.000000 Penalty: 5936.822754
	Iteration 6F: 3 clusters Score -1.878428e+07 nChanged 12393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94609 members 
Mstep: Class 2 contains 63241 members 
Entering Unmasked Estep 
Score: -18795838.000000 Penalty: 5936.822754
	Iteration 7F: 3 clusters Score -1.879584e+07 nChanged 10823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98998 members 
Mstep: Class 2 contains 58852 members 
Entering Unmasked Estep 
Score: -18804330.000000 Penalty: 5936.822754
	Iteration 8F: 3 clusters Score -1.880433e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101998 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
Score: -18807904.000000 Penalty: 5936.822754
	Iteration 9Q: 3 clusters Score -1.88079e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104421 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -18809616.000000 Penalty: 5936.822754
	Iteration 10Q: 3 clusters Score -1.880962e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106762 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -18810526.000000 Penalty: 5936.822754
	Iteration 11Q: 3 clusters Score -1.881053e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109100 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -18811270.000000 Penalty: 5936.822754
	Iteration 12Q: 3 clusters Score -1.881127e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111381 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -18811754.000000 Penalty: 5936.822754
	Iteration 13Q: 3 clusters Score -1.881175e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113711 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -18812320.000000 Penalty: 5936.822754
	Iteration 14Q: 3 clusters Score -1.881232e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115970 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -18812682.000000 Penalty: 5936.822754
	Iteration 15Q: 3 clusters Score -1.881268e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118216 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -18812936.000000 Penalty: 5936.822754
	Iteration 16Q: 3 clusters Score -1.881294e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120516 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -18813314.000000 Penalty: 5936.822754
	Iteration 17Q: 3 clusters Score -1.881331e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122780 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -18813644.000000 Penalty: 5936.822754
	Iteration 18Q: 3 clusters Score -1.881364e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124980 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -18813956.000000 Penalty: 5936.822754
	Iteration 19Q: 3 clusters Score -1.881396e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127049 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -18814306.000000 Penalty: 5936.822754
	Iteration 20F: 3 clusters Score -1.881431e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128948 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -18814668.000000 Penalty: 5936.822754
	Iteration 21Q: 3 clusters Score -1.881467e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130751 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -18814942.000000 Penalty: 5936.822754
	Iteration 22Q: 3 clusters Score -1.881494e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132532 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -18815194.000000 Penalty: 5936.822754
	Iteration 23Q: 3 clusters Score -1.881519e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134213 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -18815400.000000 Penalty: 5936.822754
	Iteration 24Q: 3 clusters Score -1.88154e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135811 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -18815600.000000 Penalty: 5936.822754
	Iteration 25Q: 3 clusters Score -1.88156e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137223 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -18815818.000000 Penalty: 5936.822754
	Iteration 26Q: 3 clusters Score -1.881582e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138574 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -18816082.000000 Penalty: 5936.822754
	Iteration 27Q: 3 clusters Score -1.881608e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139836 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -18816266.000000 Penalty: 5936.822754
	Iteration 28Q: 3 clusters Score -1.881627e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141006 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -18816474.000000 Penalty: 5936.822754
	Iteration 29Q: 3 clusters Score -1.881647e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142113 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -18816566.000000 Penalty: 5936.822754
	Iteration 30Q: 3 clusters Score -1.881657e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143104 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -18816702.000000 Penalty: 5936.822754
	Iteration 31Q: 3 clusters Score -1.88167e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144051 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -18816726.000000 Penalty: 5936.822754
	Iteration 32Q: 3 clusters Score -1.881673e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144855 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -18816894.000000 Penalty: 5936.822754
	Iteration 33Q: 3 clusters Score -1.881689e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145646 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -18816994.000000 Penalty: 5936.822754
	Iteration 34Q: 3 clusters Score -1.881699e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146428 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -18817042.000000 Penalty: 5936.822754
	Iteration 35Q: 3 clusters Score -1.881704e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147141 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -18817098.000000 Penalty: 5936.822754
	Iteration 36Q: 3 clusters Score -1.88171e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147834 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -18817172.000000 Penalty: 5936.822754
	Iteration 37Q: 3 clusters Score -1.881717e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148483 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -18817224.000000 Penalty: 5936.822754
	Iteration 38Q: 3 clusters Score -1.881722e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149046 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -18817292.000000 Penalty: 5936.822754
	Iteration 39Q: 3 clusters Score -1.881729e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149540 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -18817316.000000 Penalty: 5936.822754
	Iteration 40F: 3 clusters Score -1.881732e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150018 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -18817370.000000 Penalty: 5936.822754
	Iteration 41Q: 3 clusters Score -1.881737e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150463 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -18817444.000000 Penalty: 5936.822754
	Iteration 42Q: 3 clusters Score -1.881744e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150845 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -18817462.000000 Penalty: 5936.822754
	Iteration 43Q: 3 clusters Score -1.881746e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151218 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -18817570.000000 Penalty: 5936.822754
	Iteration 44Q: 3 clusters Score -1.881757e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151539 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -18817566.000000 Penalty: 5936.822754
	Iteration 45Q: 3 clusters Score -1.881757e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151797 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -18817562.000000 Penalty: 5936.822754
	Iteration 46Q: 3 clusters Score -1.881756e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152040 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -18817564.000000 Penalty: 5936.822754
	Iteration 47Q: 3 clusters Score -1.881756e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152256 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -18817592.000000 Penalty: 5936.822754
	Iteration 48Q: 3 clusters Score -1.881759e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152460 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -18817602.000000 Penalty: 5936.822754
	Iteration 49Q: 3 clusters Score -1.88176e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152625 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -18817596.000000 Penalty: 5936.822754
	Iteration 50Q: 3 clusters Score -1.88176e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152776 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -18817582.000000 Penalty: 5936.822754
	Iteration 51Q: 3 clusters Score -1.881758e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152910 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -18817588.000000 Penalty: 5936.822754
	Iteration 52Q: 3 clusters Score -1.881759e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153030 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -18817578.000000 Penalty: 5936.822754
	Iteration 53Q: 3 clusters Score -1.881758e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153120 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -18817590.000000 Penalty: 5936.822754
	Iteration 54Q: 3 clusters Score -1.881759e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153218 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -18817566.000000 Penalty: 5936.822754
	Iteration 55Q: 3 clusters Score -1.881757e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153302 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -18817582.000000 Penalty: 5936.822754
	Iteration 56Q: 3 clusters Score -1.881758e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153372 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -18817576.000000 Penalty: 5936.822754
	Iteration 57Q: 3 clusters Score -1.881758e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153427 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -18817548.000000 Penalty: 5936.822754
	Iteration 58Q: 3 clusters Score -1.881755e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153478 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -18817546.000000 Penalty: 5936.822754
	Iteration 59Q: 3 clusters Score -1.881755e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153536 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -18817534.000000 Penalty: 5936.822754
	Iteration 60F: 3 clusters Score -1.881753e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153594 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -18817530.000000 Penalty: 5936.822754
	Iteration 61Q: 3 clusters Score -1.881753e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153646 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -18817518.000000 Penalty: 5936.822754
	Iteration 62Q: 3 clusters Score -1.881752e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153695 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -18817558.000000 Penalty: 5936.822754
	Iteration 63Q: 3 clusters Score -1.881756e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153750 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -18817568.000000 Penalty: 5936.822754
	Iteration 64Q: 3 clusters Score -1.881757e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153793 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -18817550.000000 Penalty: 5936.822754
	Iteration 65Q: 3 clusters Score -1.881755e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153829 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -18817564.000000 Penalty: 5936.822754
	Iteration 66Q: 3 clusters Score -1.881756e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153867 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -18817566.000000 Penalty: 5936.822754
	Iteration 67Q: 3 clusters Score -1.881757e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153907 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -18817566.000000 Penalty: 5936.822754
	Iteration 68Q: 3 clusters Score -1.881757e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153948 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -18817588.000000 Penalty: 5936.822754
	Iteration 69Q: 3 clusters Score -1.881759e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153985 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -18817550.000000 Penalty: 5936.822754
	Iteration 70Q: 3 clusters Score -1.881755e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154011 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -18817552.000000 Penalty: 5936.822754
	Iteration 71Q: 3 clusters Score -1.881755e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154036 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -18817574.000000 Penalty: 5936.822754
	Iteration 72Q: 3 clusters Score -1.881757e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154058 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -18817584.000000 Penalty: 5936.822754
	Iteration 73Q: 3 clusters Score -1.881758e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154074 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -18817602.000000 Penalty: 5936.822754
	Iteration 74Q: 3 clusters Score -1.88176e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154089 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -18817594.000000 Penalty: 5936.822754
	Iteration 75Q: 3 clusters Score -1.881759e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154099 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -18817604.000000 Penalty: 5936.822754
	Iteration 76Q: 3 clusters Score -1.88176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154109 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -18817592.000000 Penalty: 5936.822754
	Iteration 77Q: 3 clusters Score -1.881759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154111 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -18817592.000000 Penalty: 5936.822754
	Iteration 78Q: 3 clusters Score -1.881759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154112 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -18817588.000000 Penalty: 5936.822754
	Iteration 79Q: 3 clusters Score -1.881759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154113 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -18817594.000000 Penalty: 5936.822754
	Iteration 80F: 3 clusters Score -1.881759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Entering Unmasked Estep 
Score: -1840820.375000 Penalty: 2390.294678
	Iteration 0F: 2 clusters Score -1840820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1829726.500000 Penalty: 4780.589355
	Iteration 0F: 3 clusters Score -1829726 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1833439.000000 Penalty: 4780.589355
	Iteration 1F: 3 clusters Score -1833439 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1833918.875000 Penalty: 4780.589355
	Iteration 2F: 3 clusters Score -1833919 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1834410.375000 Penalty: 4780.589355
	Iteration 3F: 3 clusters Score -1834410 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1834979.625000 Penalty: 4780.589355
	Iteration 4F: 3 clusters Score -1834980 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1835728.750000 Penalty: 4780.589355
	Iteration 5F: 3 clusters Score -1835729 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1836591.625000 Penalty: 4780.589355
	Iteration 6F: 3 clusters Score -1836592 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1837427.875000 Penalty: 4780.589355
	Iteration 7F: 3 clusters Score -1837428 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1838065.000000 Penalty: 4780.589355
	Iteration 8Q: 3 clusters Score -1838065 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1838459.125000 Penalty: 4780.589355
	Iteration 9Q: 3 clusters Score -1838459 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1838692.750000 Penalty: 4780.589355
	Iteration 10Q: 3 clusters Score -1838693 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1838847.000000 Penalty: 4780.589355
	Iteration 11Q: 3 clusters Score -1838847 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1838948.250000 Penalty: 4780.589355
	Iteration 12Q: 3 clusters Score -1838948 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1839002.875000 Penalty: 4780.589355
	Iteration 13Q: 3 clusters Score -1839003 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1839026.500000 Penalty: 4780.589355
	Iteration 14Q: 3 clusters Score -1839026 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1839043.125000 Penalty: 4780.589355
	Iteration 15Q: 3 clusters Score -1839043 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1839060.125000 Penalty: 4780.589355
	Iteration 16Q: 3 clusters Score -1839060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1839064.750000 Penalty: 4780.589355
	Iteration 17Q: 3 clusters Score -1839065 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1839073.125000 Penalty: 4780.589355
	Iteration 18Q: 3 clusters Score -1839073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1839080.125000 Penalty: 4780.589355
	Iteration 19Q: 3 clusters Score -1839080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1839085.000000 Penalty: 4780.589355
	Iteration 20F: 3 clusters Score -1839085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1839095.625000 Penalty: 4780.589355
	Iteration 21Q: 3 clusters Score -1839096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1839094.875000 Penalty: 4780.589355
	Iteration 22Q: 3 clusters Score -1839095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1839096.500000 Penalty: 4780.589355
	Iteration 23Q: 3 clusters Score -1839096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1839096.750000 Penalty: 4780.589355
	Iteration 24Q: 3 clusters Score -1839097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1839106.000000 Penalty: 4780.589355
	Iteration 25Q: 3 clusters Score -1839106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1839106.125000 Penalty: 4780.589355
	Iteration 26Q: 3 clusters Score -1839106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1839107.375000 Penalty: 4780.589355
	Iteration 27Q: 3 clusters Score -1839107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1839107.625000 Penalty: 4780.589355
	Iteration 28Q: 3 clusters Score -1839108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1839109.625000 Penalty: 4780.589355
	Iteration 29Q: 3 clusters Score -1839110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1839115.250000 Penalty: 4780.589355
	Iteration 30Q: 3 clusters Score -1839115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1839114.000000 Penalty: 4780.589355
	Iteration 31Q: 3 clusters Score -1839114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1839117.375000 Penalty: 4780.589355
	Iteration 32Q: 3 clusters Score -1839117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1839122.500000 Penalty: 4780.589355
	Iteration 33Q: 3 clusters Score -1839122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1839123.500000 Penalty: 4780.589355
	Iteration 34Q: 3 clusters Score -1839124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1839123.250000 Penalty: 4780.589355
	Iteration 35Q: 3 clusters Score -1839123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1839123.000000 Penalty: 4780.589355
	Iteration 36Q: 3 clusters Score -1839123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1839123.500000 Penalty: 4780.589355
	Iteration 37Q: 3 clusters Score -1839124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1839123.750000 Penalty: 4780.589355
	Iteration 38Q: 3 clusters Score -1839124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1839124.250000 Penalty: 4780.589355
	Iteration 39Q: 3 clusters Score -1839124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1839124.625000 Penalty: 4780.589355
	Iteration 40F: 3 clusters Score -1839125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1839127.875000 Penalty: 4780.589355
	Iteration 41Q: 3 clusters Score -1839128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1839126.875000 Penalty: 4780.589355
	Iteration 42Q: 3 clusters Score -1839127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1839128.375000 Penalty: 4780.589355
	Iteration 43Q: 3 clusters Score -1839128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1839128.500000 Penalty: 4780.589355
	Iteration 44Q: 3 clusters Score -1839128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1839131.750000 Penalty: 4780.589355
	Iteration 45Q: 3 clusters Score -1839132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1839133.375000 Penalty: 4780.589355
	Iteration 46Q: 3 clusters Score -1839133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1839134.000000 Penalty: 4780.589355
	Iteration 47Q: 3 clusters Score -1839134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1839140.000000 Penalty: 4780.589355
	Iteration 48Q: 3 clusters Score -1839140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1839146.125000 Penalty: 4780.589355
	Iteration 49Q: 3 clusters Score -1839146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1839145.000000 Penalty: 4780.589355
	Iteration 50Q: 3 clusters Score -1839145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1839146.375000 Penalty: 4780.589355
	Iteration 51Q: 3 clusters Score -1839146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1839150.375000 Penalty: 4780.589355
	Iteration 52Q: 3 clusters Score -1839150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1839158.000000 Penalty: 4780.589355
	Iteration 53Q: 3 clusters Score -1839158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1839160.375000 Penalty: 4780.589355
	Iteration 54Q: 3 clusters Score -1839160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1839157.750000 Penalty: 4780.589355
	Iteration 55Q: 3 clusters Score -1839158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1839161.875000 Penalty: 4780.589355
	Iteration 56Q: 3 clusters Score -1839162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1839171.500000 Penalty: 4780.589355
	Iteration 57Q: 3 clusters Score -1839172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1839179.375000 Penalty: 4780.589355
	Iteration 58Q: 3 clusters Score -1839179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1839192.125000 Penalty: 4780.589355
	Iteration 59Q: 3 clusters Score -1839192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1839195.625000 Penalty: 4780.589355
	Iteration 60F: 3 clusters Score -1839196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1839200.750000 Penalty: 4780.589355
	Iteration 61Q: 3 clusters Score -1839201 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1839212.250000 Penalty: 4780.589355
	Iteration 62Q: 3 clusters Score -1839212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1839222.000000 Penalty: 4780.589355
	Iteration 63Q: 3 clusters Score -1839222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1839248.500000 Penalty: 4780.589355
	Iteration 64Q: 3 clusters Score -1839248 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1839301.750000 Penalty: 4780.589355
	Iteration 65Q: 3 clusters Score -1839302 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1839370.125000 Penalty: 4780.589355
	Iteration 66Q: 3 clusters Score -1839370 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1839422.875000 Penalty: 4780.589355
	Iteration 67Q: 3 clusters Score -1839423 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1839464.375000 Penalty: 4780.589355
	Iteration 68Q: 3 clusters Score -1839464 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1839500.000000 Penalty: 4780.589355
	Iteration 69Q: 3 clusters Score -1839500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1839522.750000 Penalty: 4780.589355
	Iteration 70Q: 3 clusters Score -1839523 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1839526.750000 Penalty: 4780.589355
	Iteration 71Q: 3 clusters Score -1839527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1839538.750000 Penalty: 4780.589355
	Iteration 72Q: 3 clusters Score -1839539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1839538.250000 Penalty: 4780.589355
	Iteration 73Q: 3 clusters Score -1839538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1839544.875000 Penalty: 4780.589355
	Iteration 74Q: 3 clusters Score -1839545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1839547.375000 Penalty: 4780.589355
	Iteration 75Q: 3 clusters Score -1839547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1839549.250000 Penalty: 4780.589355
	Iteration 76Q: 3 clusters Score -1839549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1839550.875000 Penalty: 4780.589355
	Iteration 77Q: 3 clusters Score -1839551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1839553.250000 Penalty: 4780.589355
	Iteration 78Q: 3 clusters Score -1839553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1839554.750000 Penalty: 4780.589355
	Iteration 79Q: 3 clusters Score -1839555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1839553.625000 Penalty: 4780.589355
	Iteration 80F: 3 clusters Score -1839554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -119676.546875 Penalty: 1737.885010
	Iteration 0F: 2 clusters Score -119676.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -117650.625000 Penalty: 3475.770020
	Iteration 0F: 3 clusters Score -117650.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -117924.156250 Penalty: 3475.770020
	Iteration 1F: 3 clusters Score -117924.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -118001.773438 Penalty: 3475.770020
	Iteration 2F: 3 clusters Score -118001.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -118030.710938 Penalty: 3475.770020
	Iteration 3Q: 3 clusters Score -118030.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -118047.710938 Penalty: 3475.770020
	Iteration 4Q: 3 clusters Score -118047.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -118052.445312 Penalty: 3475.770020
	Iteration 5Q: 3 clusters Score -118052.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -118060.367188 Penalty: 3475.770020
	Iteration 6Q: 3 clusters Score -118060.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -118070.562500 Penalty: 3475.770020
	Iteration 7Q: 3 clusters Score -118070.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -118087.867188 Penalty: 3475.770020
	Iteration 8Q: 3 clusters Score -118087.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -118103.859375 Penalty: 3475.770020
	Iteration 9Q: 3 clusters Score -118103.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -118128.406250 Penalty: 3475.770020
	Iteration 10Q: 3 clusters Score -118128.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -118150.781250 Penalty: 3475.770020
	Iteration 11Q: 3 clusters Score -118150.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -118168.546875 Penalty: 3475.770020
	Iteration 12Q: 3 clusters Score -118168.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -118189.695312 Penalty: 3475.770020
	Iteration 13Q: 3 clusters Score -118189.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -118217.804688 Penalty: 3475.770020
	Iteration 14Q: 3 clusters Score -118217.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -118253.085938 Penalty: 3475.770020
	Iteration 15Q: 3 clusters Score -118253.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -118297.078125 Penalty: 3475.770020
	Iteration 16Q: 3 clusters Score -118297.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -118348.062500 Penalty: 3475.770020
	Iteration 17Q: 3 clusters Score -118348.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -118395.156250 Penalty: 3475.770020
	Iteration 18Q: 3 clusters Score -118395.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -118454.234375 Penalty: 3475.770020
	Iteration 19Q: 3 clusters Score -118454.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -118509.687500 Penalty: 3475.770020
	Iteration 20F: 3 clusters Score -118509.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -118574.796875 Penalty: 3475.770020
	Iteration 21Q: 3 clusters Score -118574.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -118636.437500 Penalty: 3475.770020
	Iteration 22Q: 3 clusters Score -118636.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -118685.093750 Penalty: 3475.770020
	Iteration 23Q: 3 clusters Score -118685.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -118731.843750 Penalty: 3475.770020
	Iteration 24Q: 3 clusters Score -118731.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -118794.351562 Penalty: 3475.770020
	Iteration 25Q: 3 clusters Score -118794.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -118847.296875 Penalty: 3475.770020
	Iteration 26Q: 3 clusters Score -118847.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -118885.085938 Penalty: 3475.770020
	Iteration 27Q: 3 clusters Score -118885.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -118916.820312 Penalty: 3475.770020
	Iteration 28Q: 3 clusters Score -118916.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -118944.578125 Penalty: 3475.770020
	Iteration 29Q: 3 clusters Score -118944.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -118972.867188 Penalty: 3475.770020
	Iteration 30Q: 3 clusters Score -118972.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -118997.132812 Penalty: 3475.770020
	Iteration 31Q: 3 clusters Score -118997.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -119031.578125 Penalty: 3475.770020
	Iteration 32Q: 3 clusters Score -119031.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -119061.328125 Penalty: 3475.770020
	Iteration 33Q: 3 clusters Score -119061.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -119106.179688 Penalty: 3475.770020
	Iteration 34Q: 3 clusters Score -119106.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -119143.617188 Penalty: 3475.770020
	Iteration 35Q: 3 clusters Score -119143.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -119182.773438 Penalty: 3475.770020
	Iteration 36Q: 3 clusters Score -119182.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -119195.492188 Penalty: 3475.770020
	Iteration 37Q: 3 clusters Score -119195.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -119198.125000 Penalty: 3475.770020
	Iteration 38Q: 3 clusters Score -119198.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -119199.890625 Penalty: 3475.770020
	Iteration 39F: 3 clusters Score -119199.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -119200.976562 Penalty: 3475.770020
	Iteration 40F: 3 clusters Score -119201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2234 members 
Mstep: Class 3 contains 29408 members 
Mstep: Class 4 contains 14771 members 
Mstep: Class 5 contains 35361 members 
Mstep: Class 6 contains 20088 members 
Mstep: Class 7 contains 1763 members 
Mstep: Class 8 contains 90263 members 
Mstep: Class 9 contains 5700 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5503 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4134 members 
Mstep: Class 15 contains 47539 members 
Mstep: Class 16 contains 34101 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 10021 members 
Mstep: Class 19 contains 194989 members 
Mstep: Class 20 contains 157850 members 
Mstep: Class 21 contains 15341 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047128.000000 Penalty: 73299.523438
Iteration 199Q: 23 clusters Score -8.004713e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 29446 members 
Mstep: Class 4 contains 14724 members 
Mstep: Class 5 contains 35367 members 
Mstep: Class 6 contains 20136 members 
Mstep: Class 7 contains 1762 members 
Mstep: Class 8 contains 90113 members 
Mstep: Class 9 contains 5698 members 
Mstep: Class 10 contains 4733 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5510 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4136 members 
Mstep: Class 15 contains 47564 members 
Mstep: Class 16 contains 34099 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 10034 members 
Mstep: Class 19 contains 194203 members 
Mstep: Class 20 contains 158708 members 
Mstep: Class 21 contains 15339 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047144.000000 Penalty: 73299.523438
Iteration 200F: 23 clusters Score -8.004714e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 29491 members 
Mstep: Class 4 contains 14702 members 
Mstep: Class 5 contains 35365 members 
Mstep: Class 6 contains 20170 members 
Mstep: Class 7 contains 1764 members 
Mstep: Class 8 contains 89982 members 
Mstep: Class 9 contains 5696 members 
Mstep: Class 10 contains 4735 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5509 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4135 members 
Mstep: Class 15 contains 47585 members 
Mstep: Class 16 contains 34090 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 10060 members 
Mstep: Class 19 contains 193356 members 
Mstep: Class 20 contains 159595 members 
Mstep: Class 21 contains 15337 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047176.000000 Penalty: 73299.523438
Iteration 201Q: 23 clusters Score -8.004718e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 29527 members 
Mstep: Class 4 contains 14685 members 
Mstep: Class 5 contains 35378 members 
Mstep: Class 6 contains 20211 members 
Mstep: Class 7 contains 1766 members 
Mstep: Class 8 contains 89852 members 
Mstep: Class 9 contains 5697 members 
Mstep: Class 10 contains 4734 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5514 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4141 members 
Mstep: Class 15 contains 47624 members 
Mstep: Class 16 contains 34089 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 10078 members 
Mstep: Class 19 contains 192458 members 
Mstep: Class 20 contains 160481 members 
Mstep: Class 21 contains 15338 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047184.000000 Penalty: 73299.523438
Iteration 202Q: 23 clusters Score -8.004718e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 29507 members 
Mstep: Class 4 contains 14680 members 
Mstep: Class 5 contains 35396 members 
Mstep: Class 6 contains 20269 members 
Mstep: Class 7 contains 1772 members 
Mstep: Class 8 contains 89717 members 
Mstep: Class 9 contains 5699 members 
Mstep: Class 10 contains 4737 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 5518 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4156 members 
Mstep: Class 15 contains 47669 members 
Mstep: Class 16 contains 34097 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 10083 members 
Mstep: Class 19 contains 191462 members 
Mstep: Class 20 contains 161484 members 
Mstep: Class 21 contains 15333 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046768.000000 Penalty: 73299.523438
Iteration 203Q: 23 clusters Score -8.004677e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 29539 members 
Mstep: Class 4 contains 14690 members 
Mstep: Class 5 contains 35413 members 
Mstep: Class 6 contains 20340 members 
Mstep: Class 7 contains 1772 members 
Mstep: Class 8 contains 89568 members 
Mstep: Class 9 contains 5701 members 
Mstep: Class 10 contains 4724 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 5532 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4173 members 
Mstep: Class 15 contains 47703 members 
Mstep: Class 16 contains 34107 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 10086 members 
Mstep: Class 19 contains 190360 members 
Mstep: Class 20 contains 162539 members 
Mstep: Class 21 contains 15333 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046544.000000 Penalty: 73299.523438
Iteration 204Q: 23 clusters Score -8.004654e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 29562 members 
Mstep: Class 4 contains 14698 members 
Mstep: Class 5 contains 35413 members 
Mstep: Class 6 contains 20434 members 
Mstep: Class 7 contains 1774 members 
Mstep: Class 8 contains 89392 members 
Mstep: Class 9 contains 5701 members 
Mstep: Class 10 contains 4708 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 5548 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4179 members 
Mstep: Class 15 contains 47739 members 
Mstep: Class 16 contains 34119 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 10088 members 
Mstep: Class 19 contains 189064 members 
Mstep: Class 20 contains 163820 members 
Mstep: Class 21 contains 15335 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046184.000000 Penalty: 73299.523438
Iteration 205Q: 23 clusters Score -8.004618e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 29600 members 
Mstep: Class 4 contains 14698 members 
Mstep: Class 5 contains 35426 members 
Mstep: Class 6 contains 20534 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 8 contains 89258 members 
Mstep: Class 9 contains 5703 members 
Mstep: Class 10 contains 4694 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 5566 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4191 members 
Mstep: Class 15 contains 47755 members 
Mstep: Class 16 contains 34142 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 10092 members 
Mstep: Class 19 contains 187706 members 
Mstep: Class 20 contains 165096 members 
Mstep: Class 21 contains 15337 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046064.000000 Penalty: 73299.523438
Iteration 206Q: 23 clusters Score -8.004606e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2235 members 
Mstep: Class 3 contains 29632 members 
Mstep: Class 4 contains 14702 members 
Mstep: Class 5 contains 35443 members 
Mstep: Class 6 contains 20637 members 
Mstep: Class 7 contains 1775 members 
Mstep: Class 8 contains 89074 members 
Mstep: Class 9 contains 5702 members 
Mstep: Class 10 contains 4686 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 5575 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4212 members 
Mstep: Class 15 contains 47777 members 
Mstep: Class 16 contains 34158 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 10103 members 
Mstep: Class 19 contains 186099 members 
Mstep: Class 20 contains 166664 members 
Mstep: Class 21 contains 15336 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046200.000000 Penalty: 73299.523438
Iteration 207Q: 23 clusters Score -8.00462e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 2235 members 
Mstep: Class 3 contains 29648 members 
Mstep: Class 4 contains 14725 members 
Mstep: Class 5 contains 35440 members 
Mstep: Class 6 contains 20708 members 
Mstep: Class 7 contains 1773 members 
Mstep: Class 8 contains 88833 members 
Mstep: Class 9 contains 5702 members 
Mstep: Class 10 contains 4679 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 5588 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4232 members 
Mstep: Class 15 contains 47790 members 
Mstep: Class 16 contains 34155 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 10118 members 
Mstep: Class 19 contains 184172 members 
Mstep: Class 20 contains 168672 members 
Mstep: Class 21 contains 15338 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046408.000000 Penalty: 73299.523438
Iteration 208Q: 23 clusters Score -8.004641e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 2238 members 
Mstep: Class 3 contains 29625 members 
Mstep: Class 4 contains 14727 members 
Mstep: Class 5 contains 35407 members 
Mstep: Class 6 contains 20776 members 
Mstep: Class 7 contains 1772 members 
Mstep: Class 8 contains 88675 members 
Mstep: Class 9 contains 5702 members 
Mstep: Class 10 contains 4686 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 5603 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4256 members 
Mstep: Class 15 contains 47807 members 
Mstep: Class 16 contains 34138 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 10119 members 
Mstep: Class 19 contains 181935 members 
Mstep: Class 20 contains 171004 members 
Mstep: Class 21 contains 15339 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046544.000000 Penalty: 73299.523438
Iteration 209Q: 23 clusters Score -8.004654e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 29597 members 
Mstep: Class 4 contains 14718 members 
Mstep: Class 5 contains 35351 members 
Mstep: Class 6 contains 20844 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 8 contains 88498 members 
Mstep: Class 9 contains 5704 members 
Mstep: Class 10 contains 4684 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4282 members 
Mstep: Class 15 contains 47832 members 
Mstep: Class 16 contains 34109 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 10124 members 
Mstep: Class 19 contains 179409 members 
Mstep: Class 20 contains 173691 members 
Mstep: Class 21 contains 15340 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046640.000000 Penalty: 73299.523438
Iteration 210Q: 23 clusters Score -8.004664e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 29565 members 
Mstep: Class 4 contains 14713 members 
Mstep: Class 5 contains 35280 members 
Mstep: Class 6 contains 20894 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 8 contains 88370 members 
Mstep: Class 9 contains 5706 members 
Mstep: Class 10 contains 4678 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 5628 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4305 members 
Mstep: Class 15 contains 47834 members 
Mstep: Class 16 contains 34079 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 10118 members 
Mstep: Class 19 contains 176596 members 
Mstep: Class 20 contains 176697 members 
Mstep: Class 21 contains 15338 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046800.000000 Penalty: 73299.523438
Iteration 211Q: 23 clusters Score -8.00468e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 2238 members 
Mstep: Class 3 contains 29538 members 
Mstep: Class 4 contains 14702 members 
Mstep: Class 5 contains 35197 members 
Mstep: Class 6 contains 20916 members 
Mstep: Class 7 contains 1777 members 
Mstep: Class 8 contains 88217 members 
Mstep: Class 9 contains 5705 members 
Mstep: Class 10 contains 4664 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 5628 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4341 members 
Mstep: Class 15 contains 47864 members 
Mstep: Class 16 contains 34017 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 10114 members 
Mstep: Class 19 contains 173464 members 
Mstep: Class 20 contains 180098 members 
Mstep: Class 21 contains 15338 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046896.000000 Penalty: 73299.523438
Iteration 212Q: 23 clusters Score -8.00469e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 29489 members 
Mstep: Class 4 contains 14691 members 
Mstep: Class 5 contains 35115 members 
Mstep: Class 6 contains 20936 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 8 contains 88084 members 
Mstep: Class 9 contains 5705 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 5639 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4368 members 
Mstep: Class 15 contains 47874 members 
Mstep: Class 16 contains 33960 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 10098 members 
Mstep: Class 19 contains 169922 members 
Mstep: Class 20 contains 183928 members 
Mstep: Class 21 contains 15339 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046952.000000 Penalty: 73299.523438
Iteration 213Q: 23 clusters Score -8.004695e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2238 members 
Mstep: Class 3 contains 29428 members 
Mstep: Class 4 contains 14672 members 
Mstep: Class 5 contains 35029 members 
Mstep: Class 6 contains 20936 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 87977 members 
Mstep: Class 9 contains 5706 members 
Mstep: Class 10 contains 4646 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5639 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 47873 members 
Mstep: Class 16 contains 33893 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 10092 members 
Mstep: Class 19 contains 166002 members 
Mstep: Class 20 contains 188168 members 
Mstep: Class 21 contains 15337 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046440.000000 Penalty: 73299.523438
Iteration 214Q: 23 clusters Score -8.004644e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2238 members 
Mstep: Class 3 contains 29391 members 
Mstep: Class 4 contains 14662 members 
Mstep: Class 5 contains 34904 members 
Mstep: Class 6 contains 20918 members 
Mstep: Class 7 contains 1790 members 
Mstep: Class 8 contains 87929 members 
Mstep: Class 9 contains 5710 members 
Mstep: Class 10 contains 4631 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5645 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4436 members 
Mstep: Class 15 contains 47907 members 
Mstep: Class 16 contains 33829 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 10092 members 
Mstep: Class 19 contains 161942 members 
Mstep: Class 20 contains 192469 members 
Mstep: Class 21 contains 15336 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047512.000000 Penalty: 73299.523438
Iteration 215Q: 23 clusters Score -8.004751e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 2235 members 
Mstep: Class 3 contains 29294 members 
Mstep: Class 4 contains 14621 members 
Mstep: Class 5 contains 34802 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 1791 members 
Mstep: Class 8 contains 87889 members 
Mstep: Class 9 contains 5708 members 
Mstep: Class 10 contains 4613 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5632 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4467 members 
Mstep: Class 15 contains 47914 members 
Mstep: Class 16 contains 33739 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 10072 members 
Mstep: Class 19 contains 157078 members 
Mstep: Class 20 contains 197762 members 
Mstep: Class 21 contains 15333 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048672.000000 Penalty: 73299.523438
Iteration 216Q: 23 clusters Score -8.004867e+07 nChanged 9341
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 29147 members 
Mstep: Class 4 contains 14570 members 
Mstep: Class 5 contains 34584 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 1795 members 
Mstep: Class 8 contains 87667 members 
Mstep: Class 9 contains 5713 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4490 members 
Mstep: Class 15 contains 47927 members 
Mstep: Class 16 contains 33618 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 10036 members 
Mstep: Class 19 contains 151528 members 
Mstep: Class 20 contains 204171 members 
Mstep: Class 21 contains 15323 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
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Score: -80049488.000000 Penalty: 73299.523438
Iteration 217Q: 23 clusters Score -8.004949e+07 nChanged 11662
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2230 members 
Mstep: Class 3 contains 28956 members 
Mstep: Class 4 contains 14498 members 
Mstep: Class 5 contains 34297 members 
Mstep: Class 6 contains 20759 members 
Mstep: Class 7 contains 1799 members 
Mstep: Class 8 contains 87317 members 
Mstep: Class 9 contains 5715 members 
Mstep: Class 10 contains 4560 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5620 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 47959 members 
Mstep: Class 16 contains 33454 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 144934 members 
Mstep: Class 20 contains 211911 members 
Mstep: Class 21 contains 15333 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050200.000000 Penalty: 73299.523438
Iteration 218Q: 23 clusters Score -8.00502e+07 nChanged 14493
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2226 members 
Mstep: Class 3 contains 28694 members 
Mstep: Class 4 contains 14433 members 
Mstep: Class 5 contains 33958 members 
Mstep: Class 6 contains 20699 members 
Mstep: Class 7 contains 1797 members 
Mstep: Class 8 contains 87023 members 
Mstep: Class 9 contains 5715 members 
Mstep: Class 10 contains 4523 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5601 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 47975 members 
Mstep: Class 16 contains 33307 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 9914 members 
Mstep: Class 19 contains 137263 members 
Mstep: Class 20 contains 220830 members 
Mstep: Class 21 contains 15334 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047952.000000 Penalty: 73299.523438
Iteration 219Q: 23 clusters Score -8.004795e+07 nChanged 17640
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2216 members 
Mstep: Class 3 contains 28461 members 
Mstep: Class 4 contains 14373 members 
Mstep: Class 5 contains 33646 members 
Mstep: Class 6 contains 20713 members 
Mstep: Class 7 contains 1794 members 
Mstep: Class 8 contains 87130 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 4508 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5582 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4631 members 
Mstep: Class 15 contains 48073 members 
Mstep: Class 16 contains 33187 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 9873 members 
Mstep: Class 19 contains 128308 members 
Mstep: Class 20 contains 230320 members 
Mstep: Class 21 contains 15326 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043544.000000 Penalty: 73299.523438
Iteration 220F: 23 clusters Score -8.004354e+07 nChanged 19707
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2213 members 
Mstep: Class 3 contains 28307 members 
Mstep: Class 4 contains 14373 members 
Mstep: Class 5 contains 33466 members 
Mstep: Class 6 contains 20748 members 
Mstep: Class 7 contains 1794 members 
Mstep: Class 8 contains 87691 members 
Mstep: Class 9 contains 5728 members 
Mstep: Class 10 contains 4521 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5575 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4762 members 
Mstep: Class 15 contains 48244 members 
Mstep: Class 16 contains 33044 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 9850 members 
Mstep: Class 19 contains 119409 members 
Mstep: Class 20 contains 238808 members 
Mstep: Class 21 contains 15333 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037376.000000 Penalty: 73299.523438
Iteration 221Q: 23 clusters Score -8.003738e+07 nChanged 19542
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2207 members 
Mstep: Class 3 contains 28318 members 
Mstep: Class 4 contains 14424 members 
Mstep: Class 5 contains 33603 members 
Mstep: Class 6 contains 20880 members 
Mstep: Class 7 contains 1793 members 
Mstep: Class 8 contains 88784 members 
Mstep: Class 9 contains 5734 members 
Mstep: Class 10 contains 4550 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5575 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4899 members 
Mstep: Class 15 contains 48458 members 
Mstep: Class 16 contains 33053 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 9880 members 
Mstep: Class 19 contains 112066 members 
Mstep: Class 20 contains 244303 members 
Mstep: Class 21 contains 15346 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80031272.000000 Penalty: 73299.523438
Iteration 222Q: 23 clusters Score -8.003127e+07 nChanged 17033
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2214 members 
Mstep: Class 3 contains 28547 members 
Mstep: Class 4 contains 14575 members 
Mstep: Class 5 contains 33915 members 
Mstep: Class 6 contains 21105 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 8 contains 90295 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 4619 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 5029 members 
Mstep: Class 15 contains 48639 members 
Mstep: Class 16 contains 33211 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 9952 members 
Mstep: Class 19 contains 107370 members 
Mstep: Class 20 contains 245952 members 
Mstep: Class 21 contains 15345 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80027448.000000 Penalty: 73299.523438
Iteration 223Q: 23 clusters Score -8.002745e+07 nChanged 14358
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2214 members 
Mstep: Class 3 contains 28881 members 
Mstep: Class 4 contains 14848 members 
Mstep: Class 5 contains 34267 members 
Mstep: Class 6 contains 21438 members 
Mstep: Class 7 contains 1790 members 
Mstep: Class 8 contains 91980 members 
Mstep: Class 9 contains 5746 members 
Mstep: Class 10 contains 4702 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 5144 members 
Mstep: Class 15 contains 48754 members 
Mstep: Class 16 contains 33380 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 10055 members 
Mstep: Class 19 contains 105028 members 
Mstep: Class 20 contains 244741 members 
Mstep: Class 21 contains 15337 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026872.000000 Penalty: 73299.523438
Iteration 224Q: 23 clusters Score -8.002687e+07 nChanged 12133
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2211 members 
Mstep: Class 3 contains 29279 members 
Mstep: Class 4 contains 15121 members 
Mstep: Class 5 contains 34571 members 
Mstep: Class 6 contains 21783 members 
Mstep: Class 7 contains 1783 members 
Mstep: Class 8 contains 93602 members 
Mstep: Class 9 contains 5750 members 
Mstep: Class 10 contains 4771 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5556 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 5224 members 
Mstep: Class 15 contains 48748 members 
Mstep: Class 16 contains 33535 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 10190 members 
Mstep: Class 19 contains 104254 members 
Mstep: Class 20 contains 242173 members 
Mstep: Class 21 contains 15333 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80028184.000000 Penalty: 73299.523438
Iteration 225Q: 23 clusters Score -8.002818e+07 nChanged 10867
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2213 members 
Mstep: Class 3 contains 29639 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 34861 members 
Mstep: Class 6 contains 22143 members 
Mstep: Class 7 contains 1771 members 
Mstep: Class 8 contains 95246 members 
Mstep: Class 9 contains 5746 members 
Mstep: Class 10 contains 4828 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5546 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 5273 members 
Mstep: Class 15 contains 48675 members 
Mstep: Class 16 contains 33695 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 10298 members 
Mstep: Class 19 contains 104525 members 
Mstep: Class 20 contains 238733 members 
Mstep: Class 21 contains 15331 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80030656.000000 Penalty: 73299.523438
Iteration 226Q: 23 clusters Score -8.003066e+07 nChanged 9875
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 29974 members 
Mstep: Class 4 contains 15584 members 
Mstep: Class 5 contains 35089 members 
Mstep: Class 6 contains 22416 members 
Mstep: Class 7 contains 1765 members 
Mstep: Class 8 contains 96739 members 
Mstep: Class 9 contains 5739 members 
Mstep: Class 10 contains 4856 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5524 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 5293 members 
Mstep: Class 15 contains 48567 members 
Mstep: Class 16 contains 33796 members 
Mstep: Class 17 contains 957 members 
Mstep: Class 18 contains 10390 members 
Mstep: Class 19 contains 105352 members 
Mstep: Class 20 contains 235268 members 
Mstep: Class 21 contains 15330 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032872.000000 Penalty: 73299.523438
Iteration 227Q: 23 clusters Score -8.003287e+07 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2207 members 
Mstep: Class 3 contains 30251 members 
Mstep: Class 4 contains 15785 members 
Mstep: Class 5 contains 35272 members 
Mstep: Class 6 contains 22637 members 
Mstep: Class 7 contains 1758 members 
Mstep: Class 8 contains 98025 members 
Mstep: Class 9 contains 5729 members 
Mstep: Class 10 contains 4884 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5489 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 5306 members 
Mstep: Class 15 contains 48374 members 
Mstep: Class 16 contains 33818 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 10455 members 
Mstep: Class 19 contains 106706 members 
Mstep: Class 20 contains 231875 members 
Mstep: Class 21 contains 15325 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 228Q: 23 clusters Score -8.003537e+07 nChanged 8505
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2204 members 
Mstep: Class 3 contains 30511 members 
Mstep: Class 4 contains 15942 members 
Mstep: Class 5 contains 35376 members 
Mstep: Class 6 contains 22857 members 
Mstep: Class 7 contains 1749 members 
Mstep: Class 8 contains 99038 members 
Mstep: Class 9 contains 5723 members 
Mstep: Class 10 contains 4913 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5462 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 5304 members 
Mstep: Class 15 contains 48169 members 
Mstep: Class 16 contains 33800 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 10473 members 
Mstep: Class 19 contains 108305 members 
Mstep: Class 20 contains 228754 members 
Mstep: Class 21 contains 15323 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
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Score: -80037384.000000 Penalty: 73299.523438
Iteration 229Q: 23 clusters Score -8.003738e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2199 members 
Mstep: Class 3 contains 30711 members 
Mstep: Class 4 contains 16092 members 
Mstep: Class 5 contains 35417 members 
Mstep: Class 6 contains 23036 members 
Mstep: Class 7 contains 1740 members 
Mstep: Class 8 contains 99897 members 
Mstep: Class 9 contains 5718 members 
Mstep: Class 10 contains 4921 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5437 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 5277 members 
Mstep: Class 15 contains 47982 members 
Mstep: Class 16 contains 33775 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 10500 members 
Mstep: Class 19 contains 109937 members 
Mstep: Class 20 contains 225947 members 
Mstep: Class 21 contains 15324 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
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Score: -80039880.000000 Penalty: 73299.523438
Iteration 230Q: 23 clusters Score -8.003988e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2195 members 
Mstep: Class 3 contains 30836 members 
Mstep: Class 4 contains 16199 members 
Mstep: Class 5 contains 35397 members 
Mstep: Class 6 contains 23192 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 100533 members 
Mstep: Class 9 contains 5713 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 5254 members 
Mstep: Class 15 contains 47799 members 
Mstep: Class 16 contains 33744 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 10518 members 
Mstep: Class 19 contains 111460 members 
Mstep: Class 20 contains 223691 members 
Mstep: Class 21 contains 15319 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
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Iteration 231Q: 23 clusters Score -8.004149e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 30923 members 
Mstep: Class 4 contains 16302 members 
Mstep: Class 5 contains 35330 members 
Mstep: Class 6 contains 23340 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 100987 members 
Mstep: Class 9 contains 5710 members 
Mstep: Class 10 contains 4943 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 47609 members 
Mstep: Class 16 contains 33680 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 10537 members 
Mstep: Class 19 contains 112829 members 
Mstep: Class 20 contains 221884 members 
Mstep: Class 21 contains 15327 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
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Iteration 232Q: 23 clusters Score -8.004228e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 30959 members 
Mstep: Class 4 contains 16386 members 
Mstep: Class 5 contains 35265 members 
Mstep: Class 6 contains 23454 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 101263 members 
Mstep: Class 9 contains 5706 members 
Mstep: Class 10 contains 4958 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5367 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 5200 members 
Mstep: Class 15 contains 47437 members 
Mstep: Class 16 contains 33621 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 10540 members 
Mstep: Class 19 contains 114123 members 
Mstep: Class 20 contains 220404 members 
Mstep: Class 21 contains 15328 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
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Iteration 233Q: 23 clusters Score -8.004357e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2196 members 
Mstep: Class 3 contains 30982 members 
Mstep: Class 4 contains 16437 members 
Mstep: Class 5 contains 35172 members 
Mstep: Class 6 contains 23524 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 101405 members 
Mstep: Class 9 contains 5698 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5353 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 15 contains 47274 members 
Mstep: Class 16 contains 33554 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10544 members 
Mstep: Class 19 contains 115343 members 
Mstep: Class 20 contains 219253 members 
Mstep: Class 21 contains 15333 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
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Iteration 234Q: 23 clusters Score -8.004408e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2199 members 
Mstep: Class 3 contains 30976 members 
Mstep: Class 4 contains 16455 members 
Mstep: Class 5 contains 35069 members 
Mstep: Class 6 contains 23568 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 101473 members 
Mstep: Class 9 contains 5695 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5327 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 5160 members 
Mstep: Class 15 contains 47129 members 
Mstep: Class 16 contains 33510 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10533 members 
Mstep: Class 19 contains 116469 members 
Mstep: Class 20 contains 218342 members 
Mstep: Class 21 contains 15337 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Iteration 235Q: 23 clusters Score -8.00447e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2207 members 
Mstep: Class 3 contains 30964 members 
Mstep: Class 4 contains 16474 members 
Mstep: Class 5 contains 35004 members 
Mstep: Class 6 contains 23589 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 101405 members 
Mstep: Class 9 contains 5695 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5311 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 5151 members 
Mstep: Class 15 contains 46978 members 
Mstep: Class 16 contains 33470 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 10521 members 
Mstep: Class 19 contains 117610 members 
Mstep: Class 20 contains 217521 members 
Mstep: Class 21 contains 15334 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Iteration 236Q: 23 clusters Score -8.004518e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2211 members 
Mstep: Class 3 contains 30954 members 
Mstep: Class 4 contains 16499 members 
Mstep: Class 5 contains 34943 members 
Mstep: Class 6 contains 23590 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 101269 members 
Mstep: Class 9 contains 5693 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5301 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 46865 members 
Mstep: Class 16 contains 33427 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 10521 members 
Mstep: Class 19 contains 118653 members 
Mstep: Class 20 contains 216827 members 
Mstep: Class 21 contains 15332 members 
Mstep: Class 22 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046128.000000 Penalty: 73299.523438
Iteration 237Q: 23 clusters Score -8.004613e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2225 members 
Mstep: Class 3 contains 30960 members 
Mstep: Class 4 contains 16516 members 
Mstep: Class 5 contains 34865 members 
Mstep: Class 6 contains 23583 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 101120 members 
Mstep: Class 9 contains 5690 members 
Mstep: Class 10 contains 5010 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5286 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 5103 members 
Mstep: Class 15 contains 46799 members 
Mstep: Class 16 contains 33370 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 10499 members 
Mstep: Class 19 contains 119462 members 
Mstep: Class 20 contains 216408 members 
Mstep: Class 21 contains 15331 members 
Mstep: Class 22 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046176.000000 Penalty: 73299.523438
Iteration 238Q: 23 clusters Score -8.004618e+07 nChanged 3593
Entering ConstructFrom: 
Score: -80046176.000000 Penalty: 73299.523438
Entering ConstructFrom: 
Trying to split cluster 1 (5770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Entering Unmasked Estep 
Score: -662121.187500 Penalty: 2147.785889
	Iteration 0F: 2 clusters Score -662121.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -657097.625000 Penalty: 4295.571777
	Iteration 0F: 3 clusters Score -657097.6 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -658357.375000 Penalty: 4295.571777
	Iteration 1F: 3 clusters Score -658357.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -658637.812500 Penalty: 4295.571777
	Iteration 2F: 3 clusters Score -658637.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -658875.750000 Penalty: 4295.571777
	Iteration 3F: 3 clusters Score -658875.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -659116.187500 Penalty: 4295.571777
	Iteration 4Q: 3 clusters Score -659116.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -659346.687500 Penalty: 4295.571777
	Iteration 5F: 3 clusters Score -659346.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -659593.312500 Penalty: 4295.571777
	Iteration 6F: 3 clusters Score -659593.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -659828.062500 Penalty: 4295.571777
	Iteration 7F: 3 clusters Score -659828.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -660022.500000 Penalty: 4295.571777
	Iteration 8Q: 3 clusters Score -660022.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -660186.500000 Penalty: 4295.571777
	Iteration 9Q: 3 clusters Score -660186.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -660350.312500 Penalty: 4295.571777
	Iteration 10Q: 3 clusters Score -660350.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -660480.750000 Penalty: 4295.571777
	Iteration 11Q: 3 clusters Score -660480.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -660572.812500 Penalty: 4295.571777
	Iteration 12Q: 3 clusters Score -660572.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -660654.312500 Penalty: 4295.571777
	Iteration 13Q: 3 clusters Score -660654.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -660725.562500 Penalty: 4295.571777
	Iteration 14Q: 3 clusters Score -660725.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -660772.937500 Penalty: 4295.571777
	Iteration 15Q: 3 clusters Score -660772.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -660805.187500 Penalty: 4295.571777
	Iteration 16Q: 3 clusters Score -660805.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -660823.312500 Penalty: 4295.571777
	Iteration 17Q: 3 clusters Score -660823.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -660844.937500 Penalty: 4295.571777
	Iteration 18Q: 3 clusters Score -660844.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -660858.250000 Penalty: 4295.571777
	Iteration 19Q: 3 clusters Score -660858.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -660868.062500 Penalty: 4295.571777
	Iteration 20F: 3 clusters Score -660868.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -660873.062500 Penalty: 4295.571777
	Iteration 21Q: 3 clusters Score -660873.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -660876.375000 Penalty: 4295.571777
	Iteration 22Q: 3 clusters Score -660876.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -660879.687500 Penalty: 4295.571777
	Iteration 23Q: 3 clusters Score -660879.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -660881.750000 Penalty: 4295.571777
	Iteration 24Q: 3 clusters Score -660881.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -660882.687500 Penalty: 4295.571777
	Iteration 25Q: 3 clusters Score -660882.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -660883.500000 Penalty: 4295.571777
	Iteration 26Q: 3 clusters Score -660883.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -660884.625000 Penalty: 4295.571777
	Iteration 27Q: 3 clusters Score -660884.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -660884.250000 Penalty: 4295.571777
	Iteration 28Q: 3 clusters Score -660884.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -660884.250000 Penalty: 4295.571777
	Iteration 29F: 3 clusters Score -660884.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Entering Unmasked Estep 
Score: -253262.531250 Penalty: 1912.464111
	Iteration 0F: 2 clusters Score -253262.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -250478.406250 Penalty: 3824.928223
	Iteration 0F: 3 clusters Score -250478.4 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -251022.640625 Penalty: 3824.928223
	Iteration 1F: 3 clusters Score -251022.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -251232.984375 Penalty: 3824.928223
	Iteration 2F: 3 clusters Score -251233 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -251451.671875 Penalty: 3824.928223
	Iteration 3F: 3 clusters Score -251451.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -251707.640625 Penalty: 3824.928223
	Iteration 4F: 3 clusters Score -251707.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -251997.937500 Penalty: 3824.928223
	Iteration 5F: 3 clusters Score -251997.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -252298.312500 Penalty: 3824.928223
	Iteration 6F: 3 clusters Score -252298.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -252506.968750 Penalty: 3824.928223
	Iteration 7F: 3 clusters Score -252507 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -252649.593750 Penalty: 3824.928223
	Iteration 8Q: 3 clusters Score -252649.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -252724.250000 Penalty: 3824.928223
	Iteration 9Q: 3 clusters Score -252724.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -252763.859375 Penalty: 3824.928223
	Iteration 10Q: 3 clusters Score -252763.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -252790.281250 Penalty: 3824.928223
	Iteration 11Q: 3 clusters Score -252790.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -252810.859375 Penalty: 3824.928223
	Iteration 12Q: 3 clusters Score -252810.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -252816.531250 Penalty: 3824.928223
	Iteration 13Q: 3 clusters Score -252816.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -252820.468750 Penalty: 3824.928223
	Iteration 14Q: 3 clusters Score -252820.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -252823.437500 Penalty: 3824.928223
	Iteration 15Q: 3 clusters Score -252823.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -252824.937500 Penalty: 3824.928223
	Iteration 16Q: 3 clusters Score -252824.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -252825.187500 Penalty: 3824.928223
	Iteration 17Q: 3 clusters Score -252825.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -252825.187500 Penalty: 3824.928223
	Iteration 18F: 3 clusters Score -252825.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Entering Unmasked Estep 
Score: -3761846.750000 Penalty: 2564.543945
	Iteration 0F: 2 clusters Score -3761847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3740857.500000 Penalty: 5129.087891
	Iteration 0F: 3 clusters Score -3740858 nChanged 13790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -3748147.250000 Penalty: 5129.087891
	Iteration 1F: 3 clusters Score -3748147 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -3748528.250000 Penalty: 5129.087891
	Iteration 2Q: 3 clusters Score -3748528 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -3748777.750000 Penalty: 5129.087891
	Iteration 3Q: 3 clusters Score -3748778 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -3749075.250000 Penalty: 5129.087891
	Iteration 4Q: 3 clusters Score -3749075 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -3749339.750000 Penalty: 5129.087891
	Iteration 5Q: 3 clusters Score -3749340 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -3749585.750000 Penalty: 5129.087891
	Iteration 6Q: 3 clusters Score -3749586 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -3749887.500000 Penalty: 5129.087891
	Iteration 7Q: 3 clusters Score -3749888 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -3750254.000000 Penalty: 5129.087891
	Iteration 8Q: 3 clusters Score -3750254 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -3750644.000000 Penalty: 5129.087891
	Iteration 9Q: 3 clusters Score -3750644 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -3751154.000000 Penalty: 5129.087891
	Iteration 10Q: 3 clusters Score -3751154 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -3751778.000000 Penalty: 5129.087891
	Iteration 11Q: 3 clusters Score -3751778 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -3752531.750000 Penalty: 5129.087891
	Iteration 12Q: 3 clusters Score -3752532 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -3753395.500000 Penalty: 5129.087891
	Iteration 13Q: 3 clusters Score -3753396 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -3754418.500000 Penalty: 5129.087891
	Iteration 14Q: 3 clusters Score -3754418 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -3755288.250000 Penalty: 5129.087891
	Iteration 15Q: 3 clusters Score -3755288 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -3755815.750000 Penalty: 5129.087891
	Iteration 16Q: 3 clusters Score -3755816 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -3756078.500000 Penalty: 5129.087891
	Iteration 17Q: 3 clusters Score -3756078 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -3756250.250000 Penalty: 5129.087891
	Iteration 18Q: 3 clusters Score -3756250 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -3756347.750000 Penalty: 5129.087891
	Iteration 19Q: 3 clusters Score -3756348 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -3756423.250000 Penalty: 5129.087891
	Iteration 20F: 3 clusters Score -3756423 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -3756494.000000 Penalty: 5129.087891
	Iteration 21Q: 3 clusters Score -3756494 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -3756599.750000 Penalty: 5129.087891
	Iteration 22Q: 3 clusters Score -3756600 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -3756680.750000 Penalty: 5129.087891
	Iteration 23Q: 3 clusters Score -3756681 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -3756772.500000 Penalty: 5129.087891
	Iteration 24Q: 3 clusters Score -3756772 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -3756882.500000 Penalty: 5129.087891
	Iteration 25Q: 3 clusters Score -3756882 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -3756991.250000 Penalty: 5129.087891
	Iteration 26Q: 3 clusters Score -3756991 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -3757090.000000 Penalty: 5129.087891
	Iteration 27Q: 3 clusters Score -3757090 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -3757185.000000 Penalty: 5129.087891
	Iteration 28Q: 3 clusters Score -3757185 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -3757271.500000 Penalty: 5129.087891
	Iteration 29Q: 3 clusters Score -3757272 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -3757387.000000 Penalty: 5129.087891
	Iteration 30Q: 3 clusters Score -3757387 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -3757474.750000 Penalty: 5129.087891
	Iteration 31Q: 3 clusters Score -3757475 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -3757577.500000 Penalty: 5129.087891
	Iteration 32Q: 3 clusters Score -3757578 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -3757669.750000 Penalty: 5129.087891
	Iteration 33Q: 3 clusters Score -3757670 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -3757766.250000 Penalty: 5129.087891
	Iteration 34Q: 3 clusters Score -3757766 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -3757875.250000 Penalty: 5129.087891
	Iteration 35Q: 3 clusters Score -3757875 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -3758004.250000 Penalty: 5129.087891
	Iteration 36Q: 3 clusters Score -3758004 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3758126.500000 Penalty: 5129.087891
	Iteration 37Q: 3 clusters Score -3758126 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -3758209.000000 Penalty: 5129.087891
	Iteration 38Q: 3 clusters Score -3758209 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -3758353.250000 Penalty: 5129.087891
	Iteration 39Q: 3 clusters Score -3758353 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -3758460.250000 Penalty: 5129.087891
	Iteration 40F: 3 clusters Score -3758460 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3758560.250000 Penalty: 5129.087891
	Iteration 41Q: 3 clusters Score -3758560 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3758690.250000 Penalty: 5129.087891
	Iteration 42Q: 3 clusters Score -3758690 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3758806.250000 Penalty: 5129.087891
	Iteration 43Q: 3 clusters Score -3758806 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3758900.500000 Penalty: 5129.087891
	Iteration 44Q: 3 clusters Score -3758900 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3758994.000000 Penalty: 5129.087891
	Iteration 45Q: 3 clusters Score -3758994 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3759077.000000 Penalty: 5129.087891
	Iteration 46Q: 3 clusters Score -3759077 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3759162.750000 Penalty: 5129.087891
	Iteration 47Q: 3 clusters Score -3759163 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3759247.250000 Penalty: 5129.087891
	Iteration 48Q: 3 clusters Score -3759247 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3759305.750000 Penalty: 5129.087891
	Iteration 49Q: 3 clusters Score -3759306 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3759345.000000 Penalty: 5129.087891
	Iteration 50Q: 3 clusters Score -3759345 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3759386.500000 Penalty: 5129.087891
	Iteration 51Q: 3 clusters Score -3759386 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3759419.000000 Penalty: 5129.087891
	Iteration 52Q: 3 clusters Score -3759419 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3759449.250000 Penalty: 5129.087891
	Iteration 53Q: 3 clusters Score -3759449 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3759491.750000 Penalty: 5129.087891
	Iteration 54Q: 3 clusters Score -3759492 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3759521.250000 Penalty: 5129.087891
	Iteration 55Q: 3 clusters Score -3759521 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3759539.500000 Penalty: 5129.087891
	Iteration 56Q: 3 clusters Score -3759540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3759562.750000 Penalty: 5129.087891
	Iteration 57Q: 3 clusters Score -3759563 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3759587.500000 Penalty: 5129.087891
	Iteration 58Q: 3 clusters Score -3759588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3759594.250000 Penalty: 5129.087891
	Iteration 59Q: 3 clusters Score -3759594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3759608.750000 Penalty: 5129.087891
	Iteration 60F: 3 clusters Score -3759609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3759608.750000 Penalty: 5129.087891
	Iteration 61Q: 3 clusters Score -3759609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3759620.250000 Penalty: 5129.087891
	Iteration 62Q: 3 clusters Score -3759620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3759620.500000 Penalty: 5129.087891
	Iteration 63Q: 3 clusters Score -3759620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3759623.000000 Penalty: 5129.087891
	Iteration 64Q: 3 clusters Score -3759623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3759634.000000 Penalty: 5129.087891
	Iteration 65Q: 3 clusters Score -3759634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3759639.250000 Penalty: 5129.087891
	Iteration 66Q: 3 clusters Score -3759639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3759659.500000 Penalty: 5129.087891
	Iteration 67Q: 3 clusters Score -3759660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3759667.500000 Penalty: 5129.087891
	Iteration 68Q: 3 clusters Score -3759668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3759677.250000 Penalty: 5129.087891
	Iteration 69Q: 3 clusters Score -3759677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3759687.000000 Penalty: 5129.087891
	Iteration 70Q: 3 clusters Score -3759687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3759682.250000 Penalty: 5129.087891
	Iteration 71Q: 3 clusters Score -3759682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3759693.250000 Penalty: 5129.087891
	Iteration 72Q: 3 clusters Score -3759693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3759695.750000 Penalty: 5129.087891
	Iteration 73Q: 3 clusters Score -3759696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3759694.500000 Penalty: 5129.087891
	Iteration 74Q: 3 clusters Score -3759694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3759698.000000 Penalty: 5129.087891
	Iteration 75Q: 3 clusters Score -3759698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3759699.750000 Penalty: 5129.087891
	Iteration 76Q: 3 clusters Score -3759700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3759697.000000 Penalty: 5129.087891
	Iteration 77Q: 3 clusters Score -3759697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3759697.000000 Penalty: 5129.087891
	Iteration 78F: 3 clusters Score -3759697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Entering Unmasked Estep 
Score: -2003577.125000 Penalty: 2408.882324
	Iteration 0F: 2 clusters Score -2003577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1991746.875000 Penalty: 4817.764648
	Iteration 0F: 3 clusters Score -1991747 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1995525.500000 Penalty: 4817.764648
	Iteration 1F: 3 clusters Score -1995526 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1995854.625000 Penalty: 4817.764648
	Iteration 2F: 3 clusters Score -1995855 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1996077.625000 Penalty: 4817.764648
	Iteration 3Q: 3 clusters Score -1996078 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1996250.250000 Penalty: 4817.764648
	Iteration 4Q: 3 clusters Score -1996250 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1996401.000000 Penalty: 4817.764648
	Iteration 5Q: 3 clusters Score -1996401 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1996550.000000 Penalty: 4817.764648
	Iteration 6Q: 3 clusters Score -1996550 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1996720.625000 Penalty: 4817.764648
	Iteration 7Q: 3 clusters Score -1996721 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1996905.625000 Penalty: 4817.764648
	Iteration 8Q: 3 clusters Score -1996906 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1997180.250000 Penalty: 4817.764648
	Iteration 9Q: 3 clusters Score -1997180 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1997501.750000 Penalty: 4817.764648
	Iteration 10Q: 3 clusters Score -1997502 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1997921.000000 Penalty: 4817.764648
	Iteration 11Q: 3 clusters Score -1997921 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1998399.250000 Penalty: 4817.764648
	Iteration 12Q: 3 clusters Score -1998399 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1998957.000000 Penalty: 4817.764648
	Iteration 13F: 3 clusters Score -1998957 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1999577.750000 Penalty: 4817.764648
	Iteration 14F: 3 clusters Score -1999578 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2000103.500000 Penalty: 4817.764648
	Iteration 15Q: 3 clusters Score -2000104 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2000556.125000 Penalty: 4817.764648
	Iteration 16Q: 3 clusters Score -2000556 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2000835.500000 Penalty: 4817.764648
	Iteration 17Q: 3 clusters Score -2000836 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2000965.500000 Penalty: 4817.764648
	Iteration 18Q: 3 clusters Score -2000966 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2001035.375000 Penalty: 4817.764648
	Iteration 19Q: 3 clusters Score -2001035 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2001082.750000 Penalty: 4817.764648
	Iteration 20F: 3 clusters Score -2001083 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2001112.000000 Penalty: 4817.764648
	Iteration 21Q: 3 clusters Score -2001112 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2001141.250000 Penalty: 4817.764648
	Iteration 22Q: 3 clusters Score -2001141 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2001166.750000 Penalty: 4817.764648
	Iteration 23Q: 3 clusters Score -2001167 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2001176.250000 Penalty: 4817.764648
	Iteration 24Q: 3 clusters Score -2001176 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2001191.000000 Penalty: 4817.764648
	Iteration 25Q: 3 clusters Score -2001191 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2001203.250000 Penalty: 4817.764648
	Iteration 26Q: 3 clusters Score -2001203 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2001219.000000 Penalty: 4817.764648
	Iteration 27Q: 3 clusters Score -2001219 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2001235.375000 Penalty: 4817.764648
	Iteration 28Q: 3 clusters Score -2001235 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2001252.000000 Penalty: 4817.764648
	Iteration 29Q: 3 clusters Score -2001252 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2001271.125000 Penalty: 4817.764648
	Iteration 30Q: 3 clusters Score -2001271 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2001285.125000 Penalty: 4817.764648
	Iteration 31Q: 3 clusters Score -2001285 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2001303.500000 Penalty: 4817.764648
	Iteration 32Q: 3 clusters Score -2001304 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2001317.125000 Penalty: 4817.764648
	Iteration 33Q: 3 clusters Score -2001317 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2001326.500000 Penalty: 4817.764648
	Iteration 34Q: 3 clusters Score -2001326 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2001347.000000 Penalty: 4817.764648
	Iteration 35Q: 3 clusters Score -2001347 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2001355.875000 Penalty: 4817.764648
	Iteration 36Q: 3 clusters Score -2001356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2001363.500000 Penalty: 4817.764648
	Iteration 37Q: 3 clusters Score -2001364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2001363.125000 Penalty: 4817.764648
	Iteration 38Q: 3 clusters Score -2001363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2001366.375000 Penalty: 4817.764648
	Iteration 39Q: 3 clusters Score -2001366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2001373.500000 Penalty: 4817.764648
	Iteration 40F: 3 clusters Score -2001374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2001373.750000 Penalty: 4817.764648
	Iteration 41Q: 3 clusters Score -2001374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2001375.500000 Penalty: 4817.764648
	Iteration 42Q: 3 clusters Score -2001376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2001375.375000 Penalty: 4817.764648
	Iteration 43Q: 3 clusters Score -2001375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2001375.750000 Penalty: 4817.764648
	Iteration 44Q: 3 clusters Score -2001376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2001376.375000 Penalty: 4817.764648
	Iteration 45Q: 3 clusters Score -2001376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2001376.250000 Penalty: 4817.764648
	Iteration 46Q: 3 clusters Score -2001376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2001381.750000 Penalty: 4817.764648
	Iteration 47Q: 3 clusters Score -2001382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2001382.125000 Penalty: 4817.764648
	Iteration 48Q: 3 clusters Score -2001382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2001383.500000 Penalty: 4817.764648
	Iteration 49Q: 3 clusters Score -2001384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2001383.250000 Penalty: 4817.764648
	Iteration 50Q: 3 clusters Score -2001383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2001386.125000 Penalty: 4817.764648
	Iteration 51Q: 3 clusters Score -2001386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2001387.750000 Penalty: 4817.764648
	Iteration 52Q: 3 clusters Score -2001388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2001390.125000 Penalty: 4817.764648
	Iteration 53Q: 3 clusters Score -2001390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2001389.750000 Penalty: 4817.764648
	Iteration 54Q: 3 clusters Score -2001390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2001392.375000 Penalty: 4817.764648
	Iteration 55Q: 3 clusters Score -2001392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2001397.750000 Penalty: 4817.764648
	Iteration 56Q: 3 clusters Score -2001398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2001399.250000 Penalty: 4817.764648
	Iteration 57Q: 3 clusters Score -2001399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2001404.375000 Penalty: 4817.764648
	Iteration 58Q: 3 clusters Score -2001404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2001403.750000 Penalty: 4817.764648
	Iteration 59Q: 3 clusters Score -2001404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2001408.125000 Penalty: 4817.764648
	Iteration 60F: 3 clusters Score -2001408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2001416.500000 Penalty: 4817.764648
	Iteration 61Q: 3 clusters Score -2001416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2001418.625000 Penalty: 4817.764648
	Iteration 62Q: 3 clusters Score -2001419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2001419.250000 Penalty: 4817.764648
	Iteration 63Q: 3 clusters Score -2001419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2001426.750000 Penalty: 4817.764648
	Iteration 64Q: 3 clusters Score -2001427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2001425.625000 Penalty: 4817.764648
	Iteration 65Q: 3 clusters Score -2001426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2001432.500000 Penalty: 4817.764648
	Iteration 66Q: 3 clusters Score -2001432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2001432.875000 Penalty: 4817.764648
	Iteration 67Q: 3 clusters Score -2001433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2001433.500000 Penalty: 4817.764648
	Iteration 68Q: 3 clusters Score -2001434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2001435.000000 Penalty: 4817.764648
	Iteration 69Q: 3 clusters Score -2001435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2001436.625000 Penalty: 4817.764648
	Iteration 70Q: 3 clusters Score -2001437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2001433.750000 Penalty: 4817.764648
	Iteration 71Q: 3 clusters Score -2001434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2001437.750000 Penalty: 4817.764648
	Iteration 72Q: 3 clusters Score -2001438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2001436.125000 Penalty: 4817.764648
	Iteration 73Q: 3 clusters Score -2001436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2001439.000000 Penalty: 4817.764648
	Iteration 74Q: 3 clusters Score -2001439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2001438.500000 Penalty: 4817.764648
	Iteration 75Q: 3 clusters Score -2001438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2001438.500000 Penalty: 4817.764648
	Iteration 76F: 3 clusters Score -2001438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Entering Unmasked Estep 
Score: -4205801.000000 Penalty: 2593.364258
	Iteration 0F: 2 clusters Score -4205801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -4182258.750000 Penalty: 5186.728516
	Iteration 0F: 3 clusters Score -4182259 nChanged 15713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -4191139.000000 Penalty: 5186.728516
	Iteration 1F: 3 clusters Score -4191139 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -4192369.000000 Penalty: 5186.728516
	Iteration 2F: 3 clusters Score -4192369 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -4193913.500000 Penalty: 5186.728516
	Iteration 3F: 3 clusters Score -4193914 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -4195783.500000 Penalty: 5186.728516
	Iteration 4F: 3 clusters Score -4195784 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -4197994.500000 Penalty: 5186.728516
	Iteration 5F: 3 clusters Score -4197994 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -4200452.500000 Penalty: 5186.728516
	Iteration 6F: 3 clusters Score -4200452 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -4202568.500000 Penalty: 5186.728516
	Iteration 7F: 3 clusters Score -4202568 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -4203853.000000 Penalty: 5186.728516
	Iteration 8Q: 3 clusters Score -4203853 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -4204339.500000 Penalty: 5186.728516
	Iteration 9Q: 3 clusters Score -4204340 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -4204512.000000 Penalty: 5186.728516
	Iteration 10Q: 3 clusters Score -4204512 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -4204612.000000 Penalty: 5186.728516
	Iteration 11Q: 3 clusters Score -4204612 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -4204624.000000 Penalty: 5186.728516
	Iteration 12Q: 3 clusters Score -4204624 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -4204655.500000 Penalty: 5186.728516
	Iteration 13Q: 3 clusters Score -4204656 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -4204689.000000 Penalty: 5186.728516
	Iteration 14Q: 3 clusters Score -4204689 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -4204710.500000 Penalty: 5186.728516
	Iteration 15Q: 3 clusters Score -4204710 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -4204746.000000 Penalty: 5186.728516
	Iteration 16Q: 3 clusters Score -4204746 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -4204758.500000 Penalty: 5186.728516
	Iteration 17Q: 3 clusters Score -4204758 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -4204778.000000 Penalty: 5186.728516
	Iteration 18Q: 3 clusters Score -4204778 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -4204786.500000 Penalty: 5186.728516
	Iteration 19Q: 3 clusters Score -4204786 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -4204802.000000 Penalty: 5186.728516
	Iteration 20F: 3 clusters Score -4204802 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -4204807.000000 Penalty: 5186.728516
	Iteration 21Q: 3 clusters Score -4204807 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -4204811.500000 Penalty: 5186.728516
	Iteration 22Q: 3 clusters Score -4204812 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -4204822.500000 Penalty: 5186.728516
	Iteration 23Q: 3 clusters Score -4204822 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -4204826.000000 Penalty: 5186.728516
	Iteration 24Q: 3 clusters Score -4204826 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -4204831.500000 Penalty: 5186.728516
	Iteration 25Q: 3 clusters Score -4204832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -4204829.000000 Penalty: 5186.728516
	Iteration 26Q: 3 clusters Score -4204829 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -4204839.000000 Penalty: 5186.728516
	Iteration 27Q: 3 clusters Score -4204839 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -4204853.500000 Penalty: 5186.728516
	Iteration 28Q: 3 clusters Score -4204854 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -4204864.000000 Penalty: 5186.728516
	Iteration 29Q: 3 clusters Score -4204864 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -4204868.000000 Penalty: 5186.728516
	Iteration 30Q: 3 clusters Score -4204868 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -4204885.500000 Penalty: 5186.728516
	Iteration 31Q: 3 clusters Score -4204886 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -4204892.000000 Penalty: 5186.728516
	Iteration 32Q: 3 clusters Score -4204892 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -4204898.000000 Penalty: 5186.728516
	Iteration 33Q: 3 clusters Score -4204898 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -4204907.000000 Penalty: 5186.728516
	Iteration 34Q: 3 clusters Score -4204907 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -4204921.500000 Penalty: 5186.728516
	Iteration 35Q: 3 clusters Score -4204922 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -4204935.500000 Penalty: 5186.728516
	Iteration 36Q: 3 clusters Score -4204936 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -4204945.500000 Penalty: 5186.728516
	Iteration 37Q: 3 clusters Score -4204946 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -4204947.000000 Penalty: 5186.728516
	Iteration 38Q: 3 clusters Score -4204947 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -4204946.000000 Penalty: 5186.728516
	Iteration 39Q: 3 clusters Score -4204946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -4204951.000000 Penalty: 5186.728516
	Iteration 40F: 3 clusters Score -4204951 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -4204959.000000 Penalty: 5186.728516
	Iteration 41Q: 3 clusters Score -4204959 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -4204962.500000 Penalty: 5186.728516
	Iteration 42Q: 3 clusters Score -4204962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -4204958.000000 Penalty: 5186.728516
	Iteration 43Q: 3 clusters Score -4204958 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -4204965.500000 Penalty: 5186.728516
	Iteration 44Q: 3 clusters Score -4204966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -4204983.500000 Penalty: 5186.728516
	Iteration 45Q: 3 clusters Score -4204984 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -4204985.500000 Penalty: 5186.728516
	Iteration 46Q: 3 clusters Score -4204986 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -4204995.000000 Penalty: 5186.728516
	Iteration 47Q: 3 clusters Score -4204995 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -4205005.000000 Penalty: 5186.728516
	Iteration 48Q: 3 clusters Score -4205005 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -4205001.000000 Penalty: 5186.728516
	Iteration 49Q: 3 clusters Score -4205001 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -4205008.500000 Penalty: 5186.728516
	Iteration 50Q: 3 clusters Score -4205008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -4205019.500000 Penalty: 5186.728516
	Iteration 51Q: 3 clusters Score -4205020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -4205026.500000 Penalty: 5186.728516
	Iteration 52Q: 3 clusters Score -4205026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -4205023.000000 Penalty: 5186.728516
	Iteration 53Q: 3 clusters Score -4205023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -4205028.500000 Penalty: 5186.728516
	Iteration 54Q: 3 clusters Score -4205028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -4205028.000000 Penalty: 5186.728516
	Iteration 55Q: 3 clusters Score -4205028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -4205031.500000 Penalty: 5186.728516
	Iteration 56Q: 3 clusters Score -4205032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -4205045.000000 Penalty: 5186.728516
	Iteration 57Q: 3 clusters Score -4205045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -4205051.500000 Penalty: 5186.728516
	Iteration 58Q: 3 clusters Score -4205052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -4205054.000000 Penalty: 5186.728516
	Iteration 59Q: 3 clusters Score -4205054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -4205048.500000 Penalty: 5186.728516
	Iteration 60F: 3 clusters Score -4205048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -4205049.500000 Penalty: 5186.728516
	Iteration 61Q: 3 clusters Score -4205050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -4205047.500000 Penalty: 5186.728516
	Iteration 62Q: 3 clusters Score -4205048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -4205049.000000 Penalty: 5186.728516
	Iteration 63Q: 3 clusters Score -4205049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -4205048.500000 Penalty: 5186.728516
	Iteration 64Q: 3 clusters Score -4205048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -4205054.500000 Penalty: 5186.728516
	Iteration 65Q: 3 clusters Score -4205054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -4205062.000000 Penalty: 5186.728516
	Iteration 66Q: 3 clusters Score -4205062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -4205058.500000 Penalty: 5186.728516
	Iteration 67Q: 3 clusters Score -4205058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -4205060.000000 Penalty: 5186.728516
	Iteration 68Q: 3 clusters Score -4205060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -4205059.500000 Penalty: 5186.728516
	Iteration 69Q: 3 clusters Score -4205060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -4205061.500000 Penalty: 5186.728516
	Iteration 70Q: 3 clusters Score -4205062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -4205056.500000 Penalty: 5186.728516
	Iteration 71Q: 3 clusters Score -4205056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -4205061.000000 Penalty: 5186.728516
	Iteration 72Q: 3 clusters Score -4205061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -4205062.000000 Penalty: 5186.728516
	Iteration 73Q: 3 clusters Score -4205062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -4205060.500000 Penalty: 5186.728516
	Iteration 74Q: 3 clusters Score -4205060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -4205063.000000 Penalty: 5186.728516
	Iteration 75Q: 3 clusters Score -4205063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -4205057.000000 Penalty: 5186.728516
	Iteration 76Q: 3 clusters Score -4205057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -4205054.500000 Penalty: 5186.728516
	Iteration 77Q: 3 clusters Score -4205054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -4205051.000000 Penalty: 5186.728516
	Iteration 78Q: 3 clusters Score -4205051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -4205051.500000 Penalty: 5186.728516
	Iteration 79Q: 3 clusters Score -4205052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -4205052.500000 Penalty: 5186.728516
	Iteration 80F: 3 clusters Score -4205052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -4205056.000000 Penalty: 5186.728516
	Iteration 81Q: 3 clusters Score -4205056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -4205053.000000 Penalty: 5186.728516
	Iteration 82Q: 3 clusters Score -4205053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -4205055.000000 Penalty: 5186.728516
	Iteration 83Q: 3 clusters Score -4205055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -4205054.000000 Penalty: 5186.728516
	Iteration 84Q: 3 clusters Score -4205054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -4205052.000000 Penalty: 5186.728516
	Iteration 85Q: 3 clusters Score -4205052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -4205052.000000 Penalty: 5186.728516
	Iteration 86F: 3 clusters Score -4205052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Entering Unmasked Estep 
Score: -2850643.750000 Penalty: 2496.965332
	Iteration 0F: 2 clusters Score -2850644 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 11775 members 
Entering Unmasked Estep 
Score: -2834231.250000 Penalty: 4993.930664
	Iteration 0F: 3 clusters Score -2834231 nChanged 10554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2839948.000000 Penalty: 4993.930664
	Iteration 1F: 3 clusters Score -2839948 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2840377.000000 Penalty: 4993.930664
	Iteration 2F: 3 clusters Score -2840377 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2840791.750000 Penalty: 4993.930664
	Iteration 3Q: 3 clusters Score -2840792 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2841201.500000 Penalty: 4993.930664
	Iteration 4Q: 3 clusters Score -2841202 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2841620.000000 Penalty: 4993.930664
	Iteration 5Q: 3 clusters Score -2841620 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2842101.250000 Penalty: 4993.930664
	Iteration 6Q: 3 clusters Score -2842101 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2842649.750000 Penalty: 4993.930664
	Iteration 7Q: 3 clusters Score -2842650 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2843281.000000 Penalty: 4993.930664
	Iteration 8Q: 3 clusters Score -2843281 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2843997.500000 Penalty: 4993.930664
	Iteration 9Q: 3 clusters Score -2843998 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2844694.250000 Penalty: 4993.930664
	Iteration 10Q: 3 clusters Score -2844694 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2845200.000000 Penalty: 4993.930664
	Iteration 11Q: 3 clusters Score -2845200 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2845509.000000 Penalty: 4993.930664
	Iteration 12Q: 3 clusters Score -2845509 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2845737.750000 Penalty: 4993.930664
	Iteration 13Q: 3 clusters Score -2845738 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2845880.000000 Penalty: 4993.930664
	Iteration 14Q: 3 clusters Score -2845880 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2845992.000000 Penalty: 4993.930664
	Iteration 15Q: 3 clusters Score -2845992 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2846081.250000 Penalty: 4993.930664
	Iteration 16Q: 3 clusters Score -2846081 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2846163.250000 Penalty: 4993.930664
	Iteration 17Q: 3 clusters Score -2846163 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2846242.500000 Penalty: 4993.930664
	Iteration 18Q: 3 clusters Score -2846242 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2846323.500000 Penalty: 4993.930664
	Iteration 19Q: 3 clusters Score -2846324 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2846431.500000 Penalty: 4993.930664
	Iteration 20F: 3 clusters Score -2846432 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2846544.500000 Penalty: 4993.930664
	Iteration 21Q: 3 clusters Score -2846544 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2846677.000000 Penalty: 4993.930664
	Iteration 22Q: 3 clusters Score -2846677 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2846786.750000 Penalty: 4993.930664
	Iteration 23Q: 3 clusters Score -2846787 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2846921.250000 Penalty: 4993.930664
	Iteration 24Q: 3 clusters Score -2846921 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2847062.250000 Penalty: 4993.930664
	Iteration 25Q: 3 clusters Score -2847062 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2847179.500000 Penalty: 4993.930664
	Iteration 26Q: 3 clusters Score -2847180 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2847306.500000 Penalty: 4993.930664
	Iteration 27Q: 3 clusters Score -2847306 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2847404.000000 Penalty: 4993.930664
	Iteration 28Q: 3 clusters Score -2847404 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2847494.500000 Penalty: 4993.930664
	Iteration 29Q: 3 clusters Score -2847494 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2847580.000000 Penalty: 4993.930664
	Iteration 30Q: 3 clusters Score -2847580 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2847651.500000 Penalty: 4993.930664
	Iteration 31Q: 3 clusters Score -2847652 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2847716.750000 Penalty: 4993.930664
	Iteration 32Q: 3 clusters Score -2847717 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2847790.000000 Penalty: 4993.930664
	Iteration 33Q: 3 clusters Score -2847790 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2847845.250000 Penalty: 4993.930664
	Iteration 34Q: 3 clusters Score -2847845 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -2847885.250000 Penalty: 4993.930664
	Iteration 35Q: 3 clusters Score -2847885 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -2847931.250000 Penalty: 4993.930664
	Iteration 36Q: 3 clusters Score -2847931 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -2847954.500000 Penalty: 4993.930664
	Iteration 37Q: 3 clusters Score -2847954 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -2848001.750000 Penalty: 4993.930664
	Iteration 38Q: 3 clusters Score -2848002 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -2848038.500000 Penalty: 4993.930664
	Iteration 39Q: 3 clusters Score -2848038 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2848082.750000 Penalty: 4993.930664
	Iteration 40F: 3 clusters Score -2848083 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2848125.250000 Penalty: 4993.930664
	Iteration 41Q: 3 clusters Score -2848125 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2848160.250000 Penalty: 4993.930664
	Iteration 42Q: 3 clusters Score -2848160 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2848196.750000 Penalty: 4993.930664
	Iteration 43Q: 3 clusters Score -2848197 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -2848248.500000 Penalty: 4993.930664
	Iteration 44Q: 3 clusters Score -2848248 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -2848299.750000 Penalty: 4993.930664
	Iteration 45Q: 3 clusters Score -2848300 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2848344.250000 Penalty: 4993.930664
	Iteration 46Q: 3 clusters Score -2848344 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -2848365.000000 Penalty: 4993.930664
	Iteration 47Q: 3 clusters Score -2848365 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -2848388.250000 Penalty: 4993.930664
	Iteration 48Q: 3 clusters Score -2848388 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -2848408.000000 Penalty: 4993.930664
	Iteration 49Q: 3 clusters Score -2848408 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -2848435.250000 Penalty: 4993.930664
	Iteration 50Q: 3 clusters Score -2848435 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -2848457.750000 Penalty: 4993.930664
	Iteration 51Q: 3 clusters Score -2848458 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -2848471.000000 Penalty: 4993.930664
	Iteration 52Q: 3 clusters Score -2848471 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -2848482.750000 Penalty: 4993.930664
	Iteration 53Q: 3 clusters Score -2848483 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -2848506.000000 Penalty: 4993.930664
	Iteration 54Q: 3 clusters Score -2848506 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -2848515.000000 Penalty: 4993.930664
	Iteration 55Q: 3 clusters Score -2848515 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2848529.000000 Penalty: 4993.930664
	Iteration 56Q: 3 clusters Score -2848529 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -2848536.750000 Penalty: 4993.930664
	Iteration 57Q: 3 clusters Score -2848537 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -2848558.000000 Penalty: 4993.930664
	Iteration 58Q: 3 clusters Score -2848558 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -2848567.750000 Penalty: 4993.930664
	Iteration 59Q: 3 clusters Score -2848568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2848585.750000 Penalty: 4993.930664
	Iteration 60F: 3 clusters Score -2848586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -2848596.250000 Penalty: 4993.930664
	Iteration 61Q: 3 clusters Score -2848596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -2848603.500000 Penalty: 4993.930664
	Iteration 62Q: 3 clusters Score -2848604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -2848612.250000 Penalty: 4993.930664
	Iteration 63Q: 3 clusters Score -2848612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -2848621.250000 Penalty: 4993.930664
	Iteration 64Q: 3 clusters Score -2848621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -2848625.750000 Penalty: 4993.930664
	Iteration 65Q: 3 clusters Score -2848626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -2848627.250000 Penalty: 4993.930664
	Iteration 66Q: 3 clusters Score -2848627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -2848634.250000 Penalty: 4993.930664
	Iteration 67Q: 3 clusters Score -2848634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -2848645.250000 Penalty: 4993.930664
	Iteration 68Q: 3 clusters Score -2848645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -2848647.750000 Penalty: 4993.930664
	Iteration 69Q: 3 clusters Score -2848648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -2848657.750000 Penalty: 4993.930664
	Iteration 70Q: 3 clusters Score -2848658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -2848659.500000 Penalty: 4993.930664
	Iteration 71Q: 3 clusters Score -2848660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -2848673.500000 Penalty: 4993.930664
	Iteration 72Q: 3 clusters Score -2848674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -2848674.500000 Penalty: 4993.930664
	Iteration 73Q: 3 clusters Score -2848674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -2848675.750000 Penalty: 4993.930664
	Iteration 74Q: 3 clusters Score -2848676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -2848681.750000 Penalty: 4993.930664
	Iteration 75Q: 3 clusters Score -2848682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -2848691.250000 Penalty: 4993.930664
	Iteration 76Q: 3 clusters Score -2848691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -2848696.250000 Penalty: 4993.930664
	Iteration 77Q: 3 clusters Score -2848696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -2848702.250000 Penalty: 4993.930664
	Iteration 78Q: 3 clusters Score -2848702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -2848705.500000 Penalty: 4993.930664
	Iteration 79Q: 3 clusters Score -2848706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -2848705.500000 Penalty: 4993.930664
	Iteration 80F: 3 clusters Score -2848706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -2848709.250000 Penalty: 4993.930664
	Iteration 81Q: 3 clusters Score -2848709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -2848709.250000 Penalty: 4993.930664
	Iteration 82Q: 3 clusters Score -2848709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -2848707.500000 Penalty: 4993.930664
	Iteration 83Q: 3 clusters Score -2848708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -2848703.250000 Penalty: 4993.930664
	Iteration 84Q: 3 clusters Score -2848703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -2848709.750000 Penalty: 4993.930664
	Iteration 85Q: 3 clusters Score -2848710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -2848708.250000 Penalty: 4993.930664
	Iteration 86Q: 3 clusters Score -2848708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -2848708.250000 Penalty: 4993.930664
	Iteration 87Q: 3 clusters Score -2848708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -2848713.500000 Penalty: 4993.930664
	Iteration 88Q: 3 clusters Score -2848714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -2848714.250000 Penalty: 4993.930664
	Iteration 89Q: 3 clusters Score -2848714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -2848715.750000 Penalty: 4993.930664
	Iteration 90Q: 3 clusters Score -2848716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -2848717.000000 Penalty: 4993.930664
	Iteration 91Q: 3 clusters Score -2848717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -2848718.000000 Penalty: 4993.930664
	Iteration 92Q: 3 clusters Score -2848718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -2848720.500000 Penalty: 4993.930664
	Iteration 93Q: 3 clusters Score -2848720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -2848718.500000 Penalty: 4993.930664
	Iteration 94Q: 3 clusters Score -2848718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -2848721.750000 Penalty: 4993.930664
	Iteration 95Q: 3 clusters Score -2848722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -2848720.500000 Penalty: 4993.930664
	Iteration 96Q: 3 clusters Score -2848720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -2848720.500000 Penalty: 4993.930664
	Iteration 97F: 3 clusters Score -2848720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Entering Unmasked Estep 
Score: -205550.640625 Penalty: 1848.914062
	Iteration 0F: 2 clusters Score -205550.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -203105.296875 Penalty: 3697.828125
	Iteration 0F: 3 clusters Score -203105.3 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -203551.625000 Penalty: 3697.828125
	Iteration 1F: 3 clusters Score -203551.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -203656.421875 Penalty: 3697.828125
	Iteration 2F: 3 clusters Score -203656.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -203708.796875 Penalty: 3697.828125
	Iteration 3Q: 3 clusters Score -203708.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -203728.468750 Penalty: 3697.828125
	Iteration 4Q: 3 clusters Score -203728.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -203738.093750 Penalty: 3697.828125
	Iteration 5Q: 3 clusters Score -203738.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -203745.328125 Penalty: 3697.828125
	Iteration 6Q: 3 clusters Score -203745.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -203749.984375 Penalty: 3697.828125
	Iteration 7Q: 3 clusters Score -203750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -203755.671875 Penalty: 3697.828125
	Iteration 8Q: 3 clusters Score -203755.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -203759.093750 Penalty: 3697.828125
	Iteration 9Q: 3 clusters Score -203759.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -203759.843750 Penalty: 3697.828125
	Iteration 10Q: 3 clusters Score -203759.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -203760.015625 Penalty: 3697.828125
	Iteration 11Q: 3 clusters Score -203760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -203760.937500 Penalty: 3697.828125
	Iteration 12Q: 3 clusters Score -203760.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -203761.609375 Penalty: 3697.828125
	Iteration 13Q: 3 clusters Score -203761.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -203762.984375 Penalty: 3697.828125
	Iteration 14Q: 3 clusters Score -203763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -203763.500000 Penalty: 3697.828125
	Iteration 15Q: 3 clusters Score -203763.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -203764.328125 Penalty: 3697.828125
	Iteration 16Q: 3 clusters Score -203764.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -203764.796875 Penalty: 3697.828125
	Iteration 17Q: 3 clusters Score -203764.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -203764.703125 Penalty: 3697.828125
	Iteration 18Q: 3 clusters Score -203764.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -203764.703125 Penalty: 3697.828125
	Iteration 19F: 3 clusters Score -203764.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (100923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100923 members 
Entering Unmasked Estep 
Score: -12080202.000000 Penalty: 2857.483887
	Iteration 0F: 2 clusters Score -1.20802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -12013181.000000 Penalty: 5714.967773
	Iteration 0F: 3 clusters Score -1.201318e+07 nChanged 47535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -12040189.000000 Penalty: 5714.967773
	Iteration 1F: 3 clusters Score -1.204019e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -12041017.000000 Penalty: 5714.967773
	Iteration 2Q: 3 clusters Score -1.204102e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -12041968.000000 Penalty: 5714.967773
	Iteration 3Q: 3 clusters Score -1.204197e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 52919 members 
Entering Unmasked Estep 
Score: -12043468.000000 Penalty: 5714.967773
	Iteration 4Q: 3 clusters Score -1.204347e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -12045565.000000 Penalty: 5714.967773
	Iteration 5Q: 3 clusters Score -1.204556e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 54744 members 
Entering Unmasked Estep 
Score: -12048161.000000 Penalty: 5714.967773
	Iteration 6Q: 3 clusters Score -1.204816e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 55672 members 
Entering Unmasked Estep 
Score: -12051541.000000 Penalty: 5714.967773
	Iteration 7F: 3 clusters Score -1.205154e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -12055263.000000 Penalty: 5714.967773
	Iteration 8F: 3 clusters Score -1.205526e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 57214 members 
Entering Unmasked Estep 
Score: -12059288.000000 Penalty: 5714.967773
	Iteration 9F: 3 clusters Score -1.205929e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 58026 members 
Entering Unmasked Estep 
Score: -12062376.000000 Penalty: 5714.967773
	Iteration 10F: 3 clusters Score -1.206238e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 58949 members 
Entering Unmasked Estep 
Score: -12064067.000000 Penalty: 5714.967773
	Iteration 11Q: 3 clusters Score -1.206407e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 59992 members 
Entering Unmasked Estep 
Score: -12064816.000000 Penalty: 5714.967773
	Iteration 12Q: 3 clusters Score -1.206482e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 61086 members 
Entering Unmasked Estep 
Score: -12065121.000000 Penalty: 5714.967773
	Iteration 13Q: 3 clusters Score -1.206512e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 62216 members 
Entering Unmasked Estep 
Score: -12065316.000000 Penalty: 5714.967773
	Iteration 14Q: 3 clusters Score -1.206532e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 63315 members 
Entering Unmasked Estep 
Score: -12065588.000000 Penalty: 5714.967773
	Iteration 15Q: 3 clusters Score -1.206559e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 64437 members 
Entering Unmasked Estep 
Score: -12065781.000000 Penalty: 5714.967773
	Iteration 16Q: 3 clusters Score -1.206578e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -12066037.000000 Penalty: 5714.967773
	Iteration 17Q: 3 clusters Score -1.206604e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 66993 members 
Entering Unmasked Estep 
Score: -12066349.000000 Penalty: 5714.967773
	Iteration 18Q: 3 clusters Score -1.206635e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 68407 members 
Entering Unmasked Estep 
Score: -12066702.000000 Penalty: 5714.967773
	Iteration 19Q: 3 clusters Score -1.20667e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 70000 members 
Entering Unmasked Estep 
Score: -12067157.000000 Penalty: 5714.967773
	Iteration 20F: 3 clusters Score -1.206716e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 71621 members 
Entering Unmasked Estep 
Score: -12067679.000000 Penalty: 5714.967773
	Iteration 21Q: 3 clusters Score -1.206768e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 73307 members 
Entering Unmasked Estep 
Score: -12068211.000000 Penalty: 5714.967773
	Iteration 22Q: 3 clusters Score -1.206821e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 75118 members 
Entering Unmasked Estep 
Score: -12068902.000000 Penalty: 5714.967773
	Iteration 23Q: 3 clusters Score -1.20689e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 76900 members 
Entering Unmasked Estep 
Score: -12069567.000000 Penalty: 5714.967773
	Iteration 24Q: 3 clusters Score -1.206957e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 78639 members 
Entering Unmasked Estep 
Score: -12070271.000000 Penalty: 5714.967773
	Iteration 25Q: 3 clusters Score -1.207027e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 80329 members 
Entering Unmasked Estep 
Score: -12071048.000000 Penalty: 5714.967773
	Iteration 26Q: 3 clusters Score -1.207105e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 81855 members 
Entering Unmasked Estep 
Score: -12071729.000000 Penalty: 5714.967773
	Iteration 27Q: 3 clusters Score -1.207173e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 83340 members 
Entering Unmasked Estep 
Score: -12072270.000000 Penalty: 5714.967773
	Iteration 28Q: 3 clusters Score -1.207227e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 84730 members 
Entering Unmasked Estep 
Score: -12072732.000000 Penalty: 5714.967773
	Iteration 29Q: 3 clusters Score -1.207273e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 86048 members 
Entering Unmasked Estep 
Score: -12073301.000000 Penalty: 5714.967773
	Iteration 30Q: 3 clusters Score -1.20733e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 87367 members 
Entering Unmasked Estep 
Score: -12073795.000000 Penalty: 5714.967773
	Iteration 31Q: 3 clusters Score -1.20738e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 88578 members 
Entering Unmasked Estep 
Score: -12074319.000000 Penalty: 5714.967773
	Iteration 32Q: 3 clusters Score -1.207432e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 89676 members 
Entering Unmasked Estep 
Score: -12074693.000000 Penalty: 5714.967773
	Iteration 33Q: 3 clusters Score -1.207469e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 90734 members 
Entering Unmasked Estep 
Score: -12075079.000000 Penalty: 5714.967773
	Iteration 34Q: 3 clusters Score -1.207508e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 91694 members 
Entering Unmasked Estep 
Score: -12075402.000000 Penalty: 5714.967773
	Iteration 35Q: 3 clusters Score -1.20754e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 92574 members 
Entering Unmasked Estep 
Score: -12075710.000000 Penalty: 5714.967773
	Iteration 36Q: 3 clusters Score -1.207571e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 93412 members 
Entering Unmasked Estep 
Score: -12076004.000000 Penalty: 5714.967773
	Iteration 37Q: 3 clusters Score -1.2076e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 94134 members 
Entering Unmasked Estep 
Score: -12076249.000000 Penalty: 5714.967773
	Iteration 38Q: 3 clusters Score -1.207625e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 94782 members 
Entering Unmasked Estep 
Score: -12076470.000000 Penalty: 5714.967773
	Iteration 39Q: 3 clusters Score -1.207647e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 95372 members 
Entering Unmasked Estep 
Score: -12076676.000000 Penalty: 5714.967773
	Iteration 40F: 3 clusters Score -1.207668e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 95878 members 
Entering Unmasked Estep 
Score: -12076866.000000 Penalty: 5714.967773
	Iteration 41Q: 3 clusters Score -1.207687e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 96335 members 
Entering Unmasked Estep 
Score: -12076991.000000 Penalty: 5714.967773
	Iteration 42Q: 3 clusters Score -1.207699e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 96736 members 
Entering Unmasked Estep 
Score: -12077114.000000 Penalty: 5714.967773
	Iteration 43Q: 3 clusters Score -1.207711e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 97056 members 
Entering Unmasked Estep 
Score: -12077203.000000 Penalty: 5714.967773
	Iteration 44Q: 3 clusters Score -1.20772e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 97336 members 
Entering Unmasked Estep 
Score: -12077286.000000 Penalty: 5714.967773
	Iteration 45Q: 3 clusters Score -1.207729e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 97571 members 
Entering Unmasked Estep 
Score: -12077345.000000 Penalty: 5714.967773
	Iteration 46Q: 3 clusters Score -1.207734e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 97799 members 
Entering Unmasked Estep 
Score: -12077438.000000 Penalty: 5714.967773
	Iteration 47Q: 3 clusters Score -1.207744e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 98006 members 
Entering Unmasked Estep 
Score: -12077524.000000 Penalty: 5714.967773
	Iteration 48Q: 3 clusters Score -1.207752e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 98185 members 
Entering Unmasked Estep 
Score: -12077589.000000 Penalty: 5714.967773
	Iteration 49Q: 3 clusters Score -1.207759e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 98348 members 
Entering Unmasked Estep 
Score: -12077615.000000 Penalty: 5714.967773
	Iteration 50Q: 3 clusters Score -1.207762e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 98473 members 
Entering Unmasked Estep 
Score: -12077636.000000 Penalty: 5714.967773
	Iteration 51Q: 3 clusters Score -1.207764e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 98588 members 
Entering Unmasked Estep 
Score: -12077670.000000 Penalty: 5714.967773
	Iteration 52Q: 3 clusters Score -1.207767e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 98679 members 
Entering Unmasked Estep 
Score: -12077731.000000 Penalty: 5714.967773
	Iteration 53Q: 3 clusters Score -1.207773e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 98757 members 
Entering Unmasked Estep 
Score: -12077763.000000 Penalty: 5714.967773
	Iteration 54Q: 3 clusters Score -1.207776e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 98829 members 
Entering Unmasked Estep 
Score: -12077768.000000 Penalty: 5714.967773
	Iteration 55Q: 3 clusters Score -1.207777e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 98878 members 
Entering Unmasked Estep 
Score: -12077769.000000 Penalty: 5714.967773
	Iteration 56Q: 3 clusters Score -1.207777e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 98921 members 
Entering Unmasked Estep 
Score: -12077769.000000 Penalty: 5714.967773
	Iteration 57Q: 3 clusters Score -1.207777e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 98959 members 
Entering Unmasked Estep 
Score: -12077774.000000 Penalty: 5714.967773
	Iteration 58Q: 3 clusters Score -1.207777e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 98987 members 
Entering Unmasked Estep 
Score: -12077776.000000 Penalty: 5714.967773
	Iteration 59Q: 3 clusters Score -1.207778e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 99014 members 
Entering Unmasked Estep 
Score: -12077784.000000 Penalty: 5714.967773
	Iteration 60F: 3 clusters Score -1.207778e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 99038 members 
Entering Unmasked Estep 
Score: -12077801.000000 Penalty: 5714.967773
	Iteration 61Q: 3 clusters Score -1.20778e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 99057 members 
Entering Unmasked Estep 
Score: -12077798.000000 Penalty: 5714.967773
	Iteration 62Q: 3 clusters Score -1.20778e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 99070 members 
Entering Unmasked Estep 
Score: -12077818.000000 Penalty: 5714.967773
	Iteration 63Q: 3 clusters Score -1.207782e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 99085 members 
Entering Unmasked Estep 
Score: -12077800.000000 Penalty: 5714.967773
	Iteration 64Q: 3 clusters Score -1.20778e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 99098 members 
Entering Unmasked Estep 
Score: -12077795.000000 Penalty: 5714.967773
	Iteration 65Q: 3 clusters Score -1.20778e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 99112 members 
Entering Unmasked Estep 
Score: -12077804.000000 Penalty: 5714.967773
	Iteration 66Q: 3 clusters Score -1.20778e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 99128 members 
Entering Unmasked Estep 
Score: -12077805.000000 Penalty: 5714.967773
	Iteration 67Q: 3 clusters Score -1.20778e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 99142 members 
Entering Unmasked Estep 
Score: -12077815.000000 Penalty: 5714.967773
	Iteration 68Q: 3 clusters Score -1.207782e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 99155 members 
Entering Unmasked Estep 
Score: -12077809.000000 Penalty: 5714.967773
	Iteration 69Q: 3 clusters Score -1.207781e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 99164 members 
Entering Unmasked Estep 
Score: -12077813.000000 Penalty: 5714.967773
	Iteration 70Q: 3 clusters Score -1.207781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 99174 members 
Entering Unmasked Estep 
Score: -12077823.000000 Penalty: 5714.967773
	Iteration 71Q: 3 clusters Score -1.207782e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 99185 members 
Entering Unmasked Estep 
Score: -12077832.000000 Penalty: 5714.967773
	Iteration 72Q: 3 clusters Score -1.207783e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 99202 members 
Entering Unmasked Estep 
Score: -12077824.000000 Penalty: 5714.967773
	Iteration 73Q: 3 clusters Score -1.207782e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 99215 members 
Entering Unmasked Estep 
Score: -12077809.000000 Penalty: 5714.967773
	Iteration 74Q: 3 clusters Score -1.207781e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 99231 members 
Entering Unmasked Estep 
Score: -12077819.000000 Penalty: 5714.967773
	Iteration 75Q: 3 clusters Score -1.207782e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 99246 members 
Entering Unmasked Estep 
Score: -12077815.000000 Penalty: 5714.967773
	Iteration 76Q: 3 clusters Score -1.207782e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 99266 members 
Entering Unmasked Estep 
Score: -12077818.000000 Penalty: 5714.967773
	Iteration 77Q: 3 clusters Score -1.207782e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 99285 members 
Entering Unmasked Estep 
Score: -12077839.000000 Penalty: 5714.967773
	Iteration 78Q: 3 clusters Score -1.207784e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 99300 members 
Entering Unmasked Estep 
Score: -12077836.000000 Penalty: 5714.967773
	Iteration 79Q: 3 clusters Score -1.207784e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 99315 members 
Entering Unmasked Estep 
Score: -12077853.000000 Penalty: 5714.967773
	Iteration 80F: 3 clusters Score -1.207785e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 99335 members 
Entering Unmasked Estep 
Score: -12077851.000000 Penalty: 5714.967773
	Iteration 81Q: 3 clusters Score -1.207785e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 99350 members 
Entering Unmasked Estep 
Score: -12077866.000000 Penalty: 5714.967773
	Iteration 82Q: 3 clusters Score -1.207787e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 99374 members 
Entering Unmasked Estep 
Score: -12077884.000000 Penalty: 5714.967773
	Iteration 83Q: 3 clusters Score -1.207788e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 99392 members 
Entering Unmasked Estep 
Score: -12077884.000000 Penalty: 5714.967773
	Iteration 84Q: 3 clusters Score -1.207788e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 99410 members 
Entering Unmasked Estep 
Score: -12077906.000000 Penalty: 5714.967773
	Iteration 85Q: 3 clusters Score -1.207791e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 99429 members 
Entering Unmasked Estep 
Score: -12077896.000000 Penalty: 5714.967773
	Iteration 86Q: 3 clusters Score -1.20779e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 99445 members 
Entering Unmasked Estep 
Score: -12077905.000000 Penalty: 5714.967773
	Iteration 87Q: 3 clusters Score -1.20779e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 99455 members 
Entering Unmasked Estep 
Score: -12077895.000000 Penalty: 5714.967773
	Iteration 88Q: 3 clusters Score -1.20779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 99460 members 
Entering Unmasked Estep 
Score: -12077908.000000 Penalty: 5714.967773
	Iteration 89Q: 3 clusters Score -1.207791e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 99467 members 
Entering Unmasked Estep 
Score: -12077907.000000 Penalty: 5714.967773
	Iteration 90Q: 3 clusters Score -1.207791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 99476 members 
Entering Unmasked Estep 
Score: -12077918.000000 Penalty: 5714.967773
	Iteration 91Q: 3 clusters Score -1.207792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 99486 members 
Entering Unmasked Estep 
Score: -12077926.000000 Penalty: 5714.967773
	Iteration 92Q: 3 clusters Score -1.207793e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 99496 members 
Entering Unmasked Estep 
Score: -12077942.000000 Penalty: 5714.967773
	Iteration 93Q: 3 clusters Score -1.207794e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 99504 members 
Entering Unmasked Estep 
Score: -12077949.000000 Penalty: 5714.967773
	Iteration 94Q: 3 clusters Score -1.207795e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 99514 members 
Entering Unmasked Estep 
Score: -12077937.000000 Penalty: 5714.967773
	Iteration 95Q: 3 clusters Score -1.207794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 99519 members 
Entering Unmasked Estep 
Score: -12077943.000000 Penalty: 5714.967773
	Iteration 96Q: 3 clusters Score -1.207794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 99524 members 
Entering Unmasked Estep 
Score: -12077948.000000 Penalty: 5714.967773
	Iteration 97Q: 3 clusters Score -1.207795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 99533 members 
Entering Unmasked Estep 
Score: -12077943.000000 Penalty: 5714.967773
	Iteration 98Q: 3 clusters Score -1.207794e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 99550 members 
Entering Unmasked Estep 
Score: -12077960.000000 Penalty: 5714.967773
	Iteration 99Q: 3 clusters Score -1.207796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 99559 members 
Entering Unmasked Estep 
Score: -12077958.000000 Penalty: 5714.967773
	Iteration 100F: 3 clusters Score -1.207796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 99562 members 
Entering Unmasked Estep 
Score: -12077956.000000 Penalty: 5714.967773
	Iteration 101Q: 3 clusters Score -1.207796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 99566 members 
Entering Unmasked Estep 
Score: -12077945.000000 Penalty: 5714.967773
	Iteration 102Q: 3 clusters Score -1.207794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 99569 members 
Entering Unmasked Estep 
Score: -12077949.000000 Penalty: 5714.967773
	Iteration 103Q: 3 clusters Score -1.207795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 99569 members 
Entering Unmasked Estep 
Score: -12077945.000000 Penalty: 5714.967773
	Iteration 104Q: 3 clusters Score -1.207794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 99568 members 
Entering Unmasked Estep 
Score: -12077951.000000 Penalty: 5714.967773
	Iteration 105Q: 3 clusters Score -1.207795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 99567 members 
Entering Unmasked Estep 
Score: -12077948.000000 Penalty: 5714.967773
	Iteration 106Q: 3 clusters Score -1.207795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 99567 members 
Entering Unmasked Estep 
Score: -12077948.000000 Penalty: 5714.967773
	Iteration 107F: 3 clusters Score -1.207795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Entering Unmasked Estep 
Score: -680689.125000 Penalty: 2144.236328
	Iteration 0F: 2 clusters Score -680689.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -675755.625000 Penalty: 4288.472656
	Iteration 0F: 3 clusters Score -675755.6 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -676958.125000 Penalty: 4288.472656
	Iteration 1F: 3 clusters Score -676958.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -677146.812500 Penalty: 4288.472656
	Iteration 2F: 3 clusters Score -677146.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -677255.500000 Penalty: 4288.472656
	Iteration 3Q: 3 clusters Score -677255.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -677334.500000 Penalty: 4288.472656
	Iteration 4Q: 3 clusters Score -677334.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -677408.562500 Penalty: 4288.472656
	Iteration 5Q: 3 clusters Score -677408.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -677463.125000 Penalty: 4288.472656
	Iteration 6Q: 3 clusters Score -677463.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -677511.312500 Penalty: 4288.472656
	Iteration 7Q: 3 clusters Score -677511.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -677555.500000 Penalty: 4288.472656
	Iteration 8Q: 3 clusters Score -677555.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -677587.750000 Penalty: 4288.472656
	Iteration 9Q: 3 clusters Score -677587.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -677615.437500 Penalty: 4288.472656
	Iteration 10Q: 3 clusters Score -677615.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -677642.312500 Penalty: 4288.472656
	Iteration 11Q: 3 clusters Score -677642.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -677665.437500 Penalty: 4288.472656
	Iteration 12Q: 3 clusters Score -677665.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -677681.250000 Penalty: 4288.472656
	Iteration 13Q: 3 clusters Score -677681.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -677696.062500 Penalty: 4288.472656
	Iteration 14Q: 3 clusters Score -677696.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -677709.250000 Penalty: 4288.472656
	Iteration 15Q: 3 clusters Score -677709.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -677726.187500 Penalty: 4288.472656
	Iteration 16Q: 3 clusters Score -677726.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -677745.187500 Penalty: 4288.472656
	Iteration 17Q: 3 clusters Score -677745.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -677770.250000 Penalty: 4288.472656
	Iteration 18Q: 3 clusters Score -677770.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -677796.437500 Penalty: 4288.472656
	Iteration 19Q: 3 clusters Score -677796.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -677829.375000 Penalty: 4288.472656
	Iteration 20F: 3 clusters Score -677829.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -677868.750000 Penalty: 4288.472656
	Iteration 21Q: 3 clusters Score -677868.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -677919.562500 Penalty: 4288.472656
	Iteration 22Q: 3 clusters Score -677919.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -677968.562500 Penalty: 4288.472656
	Iteration 23Q: 3 clusters Score -677968.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -678028.437500 Penalty: 4288.472656
	Iteration 24Q: 3 clusters Score -678028.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -678092.562500 Penalty: 4288.472656
	Iteration 25Q: 3 clusters Score -678092.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -678188.000000 Penalty: 4288.472656
	Iteration 26Q: 3 clusters Score -678188 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -678312.937500 Penalty: 4288.472656
	Iteration 27Q: 3 clusters Score -678312.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -678438.750000 Penalty: 4288.472656
	Iteration 28Q: 3 clusters Score -678438.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -678530.187500 Penalty: 4288.472656
	Iteration 29Q: 3 clusters Score -678530.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -678587.125000 Penalty: 4288.472656
	Iteration 30Q: 3 clusters Score -678587.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -678630.750000 Penalty: 4288.472656
	Iteration 31Q: 3 clusters Score -678630.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -678670.437500 Penalty: 4288.472656
	Iteration 32Q: 3 clusters Score -678670.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -678703.937500 Penalty: 4288.472656
	Iteration 33Q: 3 clusters Score -678703.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -678739.500000 Penalty: 4288.472656
	Iteration 34Q: 3 clusters Score -678739.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -678767.187500 Penalty: 4288.472656
	Iteration 35Q: 3 clusters Score -678767.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -678788.312500 Penalty: 4288.472656
	Iteration 36Q: 3 clusters Score -678788.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -678811.187500 Penalty: 4288.472656
	Iteration 37Q: 3 clusters Score -678811.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -678833.625000 Penalty: 4288.472656
	Iteration 38Q: 3 clusters Score -678833.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -678849.500000 Penalty: 4288.472656
	Iteration 39Q: 3 clusters Score -678849.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -678870.750000 Penalty: 4288.472656
	Iteration 40F: 3 clusters Score -678870.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -678889.187500 Penalty: 4288.472656
	Iteration 41Q: 3 clusters Score -678889.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -678903.500000 Penalty: 4288.472656
	Iteration 42Q: 3 clusters Score -678903.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -678919.875000 Penalty: 4288.472656
	Iteration 43Q: 3 clusters Score -678919.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -678935.062500 Penalty: 4288.472656
	Iteration 44Q: 3 clusters Score -678935.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -678945.875000 Penalty: 4288.472656
	Iteration 45Q: 3 clusters Score -678945.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -678953.625000 Penalty: 4288.472656
	Iteration 46Q: 3 clusters Score -678953.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -678965.312500 Penalty: 4288.472656
	Iteration 47Q: 3 clusters Score -678965.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -678972.812500 Penalty: 4288.472656
	Iteration 48Q: 3 clusters Score -678972.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -678977.125000 Penalty: 4288.472656
	Iteration 49Q: 3 clusters Score -678977.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -678983.687500 Penalty: 4288.472656
	Iteration 50Q: 3 clusters Score -678983.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -678988.437500 Penalty: 4288.472656
	Iteration 51Q: 3 clusters Score -678988.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -678989.500000 Penalty: 4288.472656
	Iteration 52Q: 3 clusters Score -678989.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -678991.875000 Penalty: 4288.472656
	Iteration 53Q: 3 clusters Score -678991.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -678994.437500 Penalty: 4288.472656
	Iteration 54Q: 3 clusters Score -678994.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -678995.687500 Penalty: 4288.472656
	Iteration 55Q: 3 clusters Score -678995.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -678997.375000 Penalty: 4288.472656
	Iteration 56Q: 3 clusters Score -678997.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -678997.875000 Penalty: 4288.472656
	Iteration 57Q: 3 clusters Score -678997.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -678997.750000 Penalty: 4288.472656
	Iteration 58Q: 3 clusters Score -678997.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -678998.812500 Penalty: 4288.472656
	Iteration 59Q: 3 clusters Score -678998.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -679000.187500 Penalty: 4288.472656
	Iteration 60F: 3 clusters Score -679000.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Entering Unmasked Estep 
Score: -605644.437500 Penalty: 2113.056152
	Iteration 0F: 2 clusters Score -605644.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -601101.000000 Penalty: 4226.112305
	Iteration 0F: 3 clusters Score -601101 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -602151.687500 Penalty: 4226.112305
	Iteration 1F: 3 clusters Score -602151.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -602348.875000 Penalty: 4226.112305
	Iteration 2F: 3 clusters Score -602348.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -602483.312500 Penalty: 4226.112305
	Iteration 3F: 3 clusters Score -602483.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -602635.125000 Penalty: 4226.112305
	Iteration 4Q: 3 clusters Score -602635.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -602826.187500 Penalty: 4226.112305
	Iteration 5Q: 3 clusters Score -602826.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -603029.875000 Penalty: 4226.112305
	Iteration 6Q: 3 clusters Score -603029.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -603235.437500 Penalty: 4226.112305
	Iteration 7F: 3 clusters Score -603235.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -603475.250000 Penalty: 4226.112305
	Iteration 8F: 3 clusters Score -603475.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -603738.000000 Penalty: 4226.112305
	Iteration 9F: 3 clusters Score -603738 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -603966.312500 Penalty: 4226.112305
	Iteration 10F: 3 clusters Score -603966.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -604155.937500 Penalty: 4226.112305
	Iteration 11Q: 3 clusters Score -604155.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -604292.125000 Penalty: 4226.112305
	Iteration 12Q: 3 clusters Score -604292.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -604408.437500 Penalty: 4226.112305
	Iteration 13Q: 3 clusters Score -604408.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -604499.375000 Penalty: 4226.112305
	Iteration 14Q: 3 clusters Score -604499.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -604558.187500 Penalty: 4226.112305
	Iteration 15Q: 3 clusters Score -604558.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -604597.312500 Penalty: 4226.112305
	Iteration 16Q: 3 clusters Score -604597.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -604628.687500 Penalty: 4226.112305
	Iteration 17Q: 3 clusters Score -604628.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -604654.875000 Penalty: 4226.112305
	Iteration 18Q: 3 clusters Score -604654.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -604680.750000 Penalty: 4226.112305
	Iteration 19Q: 3 clusters Score -604680.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -604707.500000 Penalty: 4226.112305
	Iteration 20F: 3 clusters Score -604707.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -604734.125000 Penalty: 4226.112305
	Iteration 21Q: 3 clusters Score -604734.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -604754.937500 Penalty: 4226.112305
	Iteration 22Q: 3 clusters Score -604754.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -604771.250000 Penalty: 4226.112305
	Iteration 23Q: 3 clusters Score -604771.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -604784.000000 Penalty: 4226.112305
	Iteration 24Q: 3 clusters Score -604784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -604792.062500 Penalty: 4226.112305
	Iteration 25Q: 3 clusters Score -604792.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -604805.875000 Penalty: 4226.112305
	Iteration 26Q: 3 clusters Score -604805.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -604816.812500 Penalty: 4226.112305
	Iteration 27Q: 3 clusters Score -604816.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -604825.312500 Penalty: 4226.112305
	Iteration 28Q: 3 clusters Score -604825.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -604835.937500 Penalty: 4226.112305
	Iteration 29Q: 3 clusters Score -604835.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -604843.000000 Penalty: 4226.112305
	Iteration 30Q: 3 clusters Score -604843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -604848.500000 Penalty: 4226.112305
	Iteration 31Q: 3 clusters Score -604848.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -604858.937500 Penalty: 4226.112305
	Iteration 32Q: 3 clusters Score -604858.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -604864.687500 Penalty: 4226.112305
	Iteration 33Q: 3 clusters Score -604864.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -604872.062500 Penalty: 4226.112305
	Iteration 34Q: 3 clusters Score -604872.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -604876.750000 Penalty: 4226.112305
	Iteration 35Q: 3 clusters Score -604876.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -604879.625000 Penalty: 4226.112305
	Iteration 36Q: 3 clusters Score -604879.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -604879.625000 Penalty: 4226.112305
	Iteration 37F: 3 clusters Score -604879.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -51614.093750 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -51614.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50186.957031 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -50186.96 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50442.960938 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -50442.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50561.527344 Penalty: 3109.471680
	Iteration 2F: 3 clusters Score -50561.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50646.347656 Penalty: 3109.471680
	Iteration 3Q: 3 clusters Score -50646.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -50714.574219 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -50714.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -50764.746094 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -50764.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -50808.074219 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -50808.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -50827.546875 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -50827.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -50842.402344 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -50842.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -50852.140625 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -50852.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -50858.496094 Penalty: 3109.471680
	Iteration 10Q: 3 clusters Score -50858.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -50860.570312 Penalty: 3109.471680
	Iteration 11Q: 3 clusters Score -50860.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -50860.570312 Penalty: 3109.471680
	Iteration 12F: 3 clusters Score -50860.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Entering Unmasked Estep 
Score: -594140.500000 Penalty: 2125.589111
	Iteration 0F: 2 clusters Score -594140.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -589422.250000 Penalty: 4251.178223
	Iteration 0F: 3 clusters Score -589422.2 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -590628.812500 Penalty: 4251.178223
	Iteration 1F: 3 clusters Score -590628.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -590855.937500 Penalty: 4251.178223
	Iteration 2F: 3 clusters Score -590855.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -591028.625000 Penalty: 4251.178223
	Iteration 3F: 3 clusters Score -591028.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -591178.312500 Penalty: 4251.178223
	Iteration 4Q: 3 clusters Score -591178.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -591303.937500 Penalty: 4251.178223
	Iteration 5Q: 3 clusters Score -591303.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -591419.812500 Penalty: 4251.178223
	Iteration 6Q: 3 clusters Score -591419.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -591517.125000 Penalty: 4251.178223
	Iteration 7Q: 3 clusters Score -591517.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -591596.500000 Penalty: 4251.178223
	Iteration 8Q: 3 clusters Score -591596.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -591665.437500 Penalty: 4251.178223
	Iteration 9Q: 3 clusters Score -591665.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -591711.937500 Penalty: 4251.178223
	Iteration 10Q: 3 clusters Score -591711.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -591746.500000 Penalty: 4251.178223
	Iteration 11Q: 3 clusters Score -591746.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -591771.125000 Penalty: 4251.178223
	Iteration 12Q: 3 clusters Score -591771.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -591799.125000 Penalty: 4251.178223
	Iteration 13Q: 3 clusters Score -591799.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -591825.812500 Penalty: 4251.178223
	Iteration 14Q: 3 clusters Score -591825.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -591861.687500 Penalty: 4251.178223
	Iteration 15Q: 3 clusters Score -591861.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -591888.812500 Penalty: 4251.178223
	Iteration 16Q: 3 clusters Score -591888.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -591915.562500 Penalty: 4251.178223
	Iteration 17Q: 3 clusters Score -591915.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -591938.750000 Penalty: 4251.178223
	Iteration 18Q: 3 clusters Score -591938.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -591971.375000 Penalty: 4251.178223
	Iteration 19Q: 3 clusters Score -591971.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -591997.687500 Penalty: 4251.178223
	Iteration 20F: 3 clusters Score -591997.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -592016.250000 Penalty: 4251.178223
	Iteration 21Q: 3 clusters Score -592016.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -592032.187500 Penalty: 4251.178223
	Iteration 22Q: 3 clusters Score -592032.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -592043.437500 Penalty: 4251.178223
	Iteration 23Q: 3 clusters Score -592043.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -592052.875000 Penalty: 4251.178223
	Iteration 24Q: 3 clusters Score -592052.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -592064.375000 Penalty: 4251.178223
	Iteration 25Q: 3 clusters Score -592064.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -592075.187500 Penalty: 4251.178223
	Iteration 26Q: 3 clusters Score -592075.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -592084.937500 Penalty: 4251.178223
	Iteration 27Q: 3 clusters Score -592084.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -592093.625000 Penalty: 4251.178223
	Iteration 28Q: 3 clusters Score -592093.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -592100.000000 Penalty: 4251.178223
	Iteration 29Q: 3 clusters Score -592100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -592106.625000 Penalty: 4251.178223
	Iteration 30Q: 3 clusters Score -592106.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -592112.687500 Penalty: 4251.178223
	Iteration 31Q: 3 clusters Score -592112.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -592120.687500 Penalty: 4251.178223
	Iteration 32Q: 3 clusters Score -592120.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -592125.687500 Penalty: 4251.178223
	Iteration 33Q: 3 clusters Score -592125.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -592130.000000 Penalty: 4251.178223
	Iteration 34Q: 3 clusters Score -592130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -592133.187500 Penalty: 4251.178223
	Iteration 35Q: 3 clusters Score -592133.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -592136.312500 Penalty: 4251.178223
	Iteration 36Q: 3 clusters Score -592136.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -592142.062500 Penalty: 4251.178223
	Iteration 37Q: 3 clusters Score -592142.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -592150.125000 Penalty: 4251.178223
	Iteration 38Q: 3 clusters Score -592150.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -592156.625000 Penalty: 4251.178223
	Iteration 39Q: 3 clusters Score -592156.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -592165.625000 Penalty: 4251.178223
	Iteration 40F: 3 clusters Score -592165.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -592174.375000 Penalty: 4251.178223
	Iteration 41Q: 3 clusters Score -592174.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -592182.562500 Penalty: 4251.178223
	Iteration 42Q: 3 clusters Score -592182.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -592187.562500 Penalty: 4251.178223
	Iteration 43Q: 3 clusters Score -592187.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -592198.812500 Penalty: 4251.178223
	Iteration 44Q: 3 clusters Score -592198.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -592208.000000 Penalty: 4251.178223
	Iteration 45Q: 3 clusters Score -592208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -592221.625000 Penalty: 4251.178223
	Iteration 46Q: 3 clusters Score -592221.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -592232.562500 Penalty: 4251.178223
	Iteration 47Q: 3 clusters Score -592232.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -592245.312500 Penalty: 4251.178223
	Iteration 48Q: 3 clusters Score -592245.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -592251.687500 Penalty: 4251.178223
	Iteration 49Q: 3 clusters Score -592251.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -592257.312500 Penalty: 4251.178223
	Iteration 50Q: 3 clusters Score -592257.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -592260.250000 Penalty: 4251.178223
	Iteration 51Q: 3 clusters Score -592260.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -592261.125000 Penalty: 4251.178223
	Iteration 52Q: 3 clusters Score -592261.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -592261.687500 Penalty: 4251.178223
	Iteration 53Q: 3 clusters Score -592261.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -592265.375000 Penalty: 4251.178223
	Iteration 54Q: 3 clusters Score -592265.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -592268.500000 Penalty: 4251.178223
	Iteration 55Q: 3 clusters Score -592268.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -592272.000000 Penalty: 4251.178223
	Iteration 56Q: 3 clusters Score -592272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -592279.562500 Penalty: 4251.178223
	Iteration 57Q: 3 clusters Score -592279.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -592282.375000 Penalty: 4251.178223
	Iteration 58Q: 3 clusters Score -592282.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -592285.062500 Penalty: 4251.178223
	Iteration 59Q: 3 clusters Score -592285.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -592286.625000 Penalty: 4251.178223
	Iteration 60F: 3 clusters Score -592286.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -592288.062500 Penalty: 4251.178223
	Iteration 61Q: 3 clusters Score -592288.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -592287.937500 Penalty: 4251.178223
	Iteration 62Q: 3 clusters Score -592287.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -592290.187500 Penalty: 4251.178223
	Iteration 63Q: 3 clusters Score -592290.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -592290.062500 Penalty: 4251.178223
	Iteration 64Q: 3 clusters Score -592290.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -592293.562500 Penalty: 4251.178223
	Iteration 65Q: 3 clusters Score -592293.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -592295.812500 Penalty: 4251.178223
	Iteration 66Q: 3 clusters Score -592295.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -592295.500000 Penalty: 4251.178223
	Iteration 67Q: 3 clusters Score -592295.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -592295.687500 Penalty: 4251.178223
	Iteration 68Q: 3 clusters Score -592295.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -592297.875000 Penalty: 4251.178223
	Iteration 69Q: 3 clusters Score -592297.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -592298.375000 Penalty: 4251.178223
	Iteration 70Q: 3 clusters Score -592298.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -592299.937500 Penalty: 4251.178223
	Iteration 71Q: 3 clusters Score -592299.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -592300.750000 Penalty: 4251.178223
	Iteration 72Q: 3 clusters Score -592300.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -592300.750000 Penalty: 4251.178223
	Iteration 73F: 3 clusters Score -592300.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Entering Unmasked Estep 
Score: -101542.046875 Penalty: 1695.658569
	Iteration 0F: 2 clusters Score -101542 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 479 members 
Entering Unmasked Estep 
Score: -99624.367188 Penalty: 3391.317139
	Iteration 0F: 3 clusters Score -99624.37 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -99872.765625 Penalty: 3391.317139
	Iteration 1F: 3 clusters Score -99872.77 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -99948.148438 Penalty: 3391.317139
	Iteration 2F: 3 clusters Score -99948.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -99985.148438 Penalty: 3391.317139
	Iteration 3Q: 3 clusters Score -99985.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -100013.625000 Penalty: 3391.317139
	Iteration 4Q: 3 clusters Score -100013.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -100037.140625 Penalty: 3391.317139
	Iteration 5Q: 3 clusters Score -100037.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -100050.648438 Penalty: 3391.317139
	Iteration 6Q: 3 clusters Score -100050.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -100054.148438 Penalty: 3391.317139
	Iteration 7Q: 3 clusters Score -100054.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -100055.789062 Penalty: 3391.317139
	Iteration 8Q: 3 clusters Score -100055.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -100056.562500 Penalty: 3391.317139
	Iteration 9Q: 3 clusters Score -100056.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -100056.562500 Penalty: 3391.317139
	Iteration 10F: 3 clusters Score -100056.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Entering Unmasked Estep 
Score: -605401.875000 Penalty: 2116.151611
	Iteration 0F: 2 clusters Score -605401.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -600845.750000 Penalty: 4232.303223
	Iteration 0F: 3 clusters Score -600845.8 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -601928.750000 Penalty: 4232.303223
	Iteration 1F: 3 clusters Score -601928.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -602107.250000 Penalty: 4232.303223
	Iteration 2F: 3 clusters Score -602107.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -602218.375000 Penalty: 4232.303223
	Iteration 3Q: 3 clusters Score -602218.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -602294.312500 Penalty: 4232.303223
	Iteration 4Q: 3 clusters Score -602294.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -602342.000000 Penalty: 4232.303223
	Iteration 5Q: 3 clusters Score -602342 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -602387.125000 Penalty: 4232.303223
	Iteration 6Q: 3 clusters Score -602387.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -602434.375000 Penalty: 4232.303223
	Iteration 7Q: 3 clusters Score -602434.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -602483.875000 Penalty: 4232.303223
	Iteration 8Q: 3 clusters Score -602483.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -602530.312500 Penalty: 4232.303223
	Iteration 9Q: 3 clusters Score -602530.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -602580.437500 Penalty: 4232.303223
	Iteration 10Q: 3 clusters Score -602580.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -602625.875000 Penalty: 4232.303223
	Iteration 11Q: 3 clusters Score -602625.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -602665.937500 Penalty: 4232.303223
	Iteration 12Q: 3 clusters Score -602665.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -602710.125000 Penalty: 4232.303223
	Iteration 13Q: 3 clusters Score -602710.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -602763.437500 Penalty: 4232.303223
	Iteration 14Q: 3 clusters Score -602763.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -602807.687500 Penalty: 4232.303223
	Iteration 15Q: 3 clusters Score -602807.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -602852.500000 Penalty: 4232.303223
	Iteration 16Q: 3 clusters Score -602852.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -602899.312500 Penalty: 4232.303223
	Iteration 17Q: 3 clusters Score -602899.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -602948.562500 Penalty: 4232.303223
	Iteration 18Q: 3 clusters Score -602948.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -602994.625000 Penalty: 4232.303223
	Iteration 19Q: 3 clusters Score -602994.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -603048.500000 Penalty: 4232.303223
	Iteration 20F: 3 clusters Score -603048.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -603095.687500 Penalty: 4232.303223
	Iteration 21Q: 3 clusters Score -603095.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -603147.062500 Penalty: 4232.303223
	Iteration 22Q: 3 clusters Score -603147.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -603200.875000 Penalty: 4232.303223
	Iteration 23Q: 3 clusters Score -603200.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -603249.000000 Penalty: 4232.303223
	Iteration 24Q: 3 clusters Score -603249 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -603293.500000 Penalty: 4232.303223
	Iteration 25Q: 3 clusters Score -603293.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -603328.250000 Penalty: 4232.303223
	Iteration 26Q: 3 clusters Score -603328.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -603354.625000 Penalty: 4232.303223
	Iteration 27Q: 3 clusters Score -603354.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -603383.750000 Penalty: 4232.303223
	Iteration 28Q: 3 clusters Score -603383.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -603407.375000 Penalty: 4232.303223
	Iteration 29Q: 3 clusters Score -603407.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -603431.937500 Penalty: 4232.303223
	Iteration 30Q: 3 clusters Score -603431.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -603451.937500 Penalty: 4232.303223
	Iteration 31Q: 3 clusters Score -603451.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -603472.250000 Penalty: 4232.303223
	Iteration 32Q: 3 clusters Score -603472.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -603486.000000 Penalty: 4232.303223
	Iteration 33Q: 3 clusters Score -603486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -603495.375000 Penalty: 4232.303223
	Iteration 34Q: 3 clusters Score -603495.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -603502.687500 Penalty: 4232.303223
	Iteration 35Q: 3 clusters Score -603502.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -603505.125000 Penalty: 4232.303223
	Iteration 36Q: 3 clusters Score -603505.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -603512.875000 Penalty: 4232.303223
	Iteration 37Q: 3 clusters Score -603512.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -603523.562500 Penalty: 4232.303223
	Iteration 38Q: 3 clusters Score -603523.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -603531.000000 Penalty: 4232.303223
	Iteration 39Q: 3 clusters Score -603531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -603538.562500 Penalty: 4232.303223
	Iteration 40F: 3 clusters Score -603538.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -603541.312500 Penalty: 4232.303223
	Iteration 41Q: 3 clusters Score -603541.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -603543.562500 Penalty: 4232.303223
	Iteration 42Q: 3 clusters Score -603543.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -603546.562500 Penalty: 4232.303223
	Iteration 43Q: 3 clusters Score -603546.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -603548.437500 Penalty: 4232.303223
	Iteration 44Q: 3 clusters Score -603548.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -603550.625000 Penalty: 4232.303223
	Iteration 45Q: 3 clusters Score -603550.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -603552.875000 Penalty: 4232.303223
	Iteration 46Q: 3 clusters Score -603552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -603555.937500 Penalty: 4232.303223
	Iteration 47Q: 3 clusters Score -603555.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -603555.937500 Penalty: 4232.303223
	Iteration 48F: 3 clusters Score -603555.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Entering Unmasked Estep 
Score: -5475506.000000 Penalty: 2666.621338
	Iteration 0F: 2 clusters Score -5475506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -5444101.500000 Penalty: 5333.242676
	Iteration 0F: 3 clusters Score -5444102 nChanged 21425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -5455926.500000 Penalty: 5333.242676
	Iteration 1F: 3 clusters Score -5455926 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -5456466.500000 Penalty: 5333.242676
	Iteration 2Q: 3 clusters Score -5456466 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -5456941.500000 Penalty: 5333.242676
	Iteration 3Q: 3 clusters Score -5456942 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -5457392.000000 Penalty: 5333.242676
	Iteration 4Q: 3 clusters Score -5457392 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -5457933.500000 Penalty: 5333.242676
	Iteration 5Q: 3 clusters Score -5457934 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -5458650.000000 Penalty: 5333.242676
	Iteration 6Q: 3 clusters Score -5458650 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -5459675.000000 Penalty: 5333.242676
	Iteration 7Q: 3 clusters Score -5459675 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -5461229.500000 Penalty: 5333.242676
	Iteration 8F: 3 clusters Score -5461230 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -5463395.500000 Penalty: 5333.242676
	Iteration 9F: 3 clusters Score -5463396 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -5466170.000000 Penalty: 5333.242676
	Iteration 10F: 3 clusters Score -5466170 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -5468966.000000 Penalty: 5333.242676
	Iteration 11F: 3 clusters Score -5468966 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -5470938.500000 Penalty: 5333.242676
	Iteration 12Q: 3 clusters Score -5470938 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -5472050.000000 Penalty: 5333.242676
	Iteration 13Q: 3 clusters Score -5472050 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5472612.000000 Penalty: 5333.242676
	Iteration 14Q: 3 clusters Score -5472612 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5472866.500000 Penalty: 5333.242676
	Iteration 15Q: 3 clusters Score -5472866 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5473000.000000 Penalty: 5333.242676
	Iteration 16Q: 3 clusters Score -5473000 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5473083.500000 Penalty: 5333.242676
	Iteration 17Q: 3 clusters Score -5473084 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5473145.000000 Penalty: 5333.242676
	Iteration 18Q: 3 clusters Score -5473145 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5473184.500000 Penalty: 5333.242676
	Iteration 19Q: 3 clusters Score -5473184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5473219.500000 Penalty: 5333.242676
	Iteration 20F: 3 clusters Score -5473220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5473234.500000 Penalty: 5333.242676
	Iteration 21Q: 3 clusters Score -5473234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5473248.000000 Penalty: 5333.242676
	Iteration 22Q: 3 clusters Score -5473248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5473253.000000 Penalty: 5333.242676
	Iteration 23Q: 3 clusters Score -5473253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5473262.500000 Penalty: 5333.242676
	Iteration 24Q: 3 clusters Score -5473262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5473266.500000 Penalty: 5333.242676
	Iteration 25Q: 3 clusters Score -5473266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5473276.500000 Penalty: 5333.242676
	Iteration 26Q: 3 clusters Score -5473276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5473280.500000 Penalty: 5333.242676
	Iteration 27Q: 3 clusters Score -5473280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5473286.000000 Penalty: 5333.242676
	Iteration 28Q: 3 clusters Score -5473286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5473289.500000 Penalty: 5333.242676
	Iteration 29Q: 3 clusters Score -5473290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5473286.000000 Penalty: 5333.242676
	Iteration 30Q: 3 clusters Score -5473286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5473286.000000 Penalty: 5333.242676
	Iteration 31F: 3 clusters Score -5473286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Entering Unmasked Estep 
Score: -4012819.750000 Penalty: 2582.717529
	Iteration 0F: 2 clusters Score -4012820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -3990230.250000 Penalty: 5165.435059
	Iteration 0F: 3 clusters Score -3990230 nChanged 15058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -3998628.250000 Penalty: 5165.435059
	Iteration 1F: 3 clusters Score -3998628 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -3999600.000000 Penalty: 5165.435059
	Iteration 2F: 3 clusters Score -3999600 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -4000777.250000 Penalty: 5165.435059
	Iteration 3F: 3 clusters Score -4000777 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -4001960.000000 Penalty: 5165.435059
	Iteration 4F: 3 clusters Score -4001960 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -4002987.000000 Penalty: 5165.435059
	Iteration 5F: 3 clusters Score -4002987 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -4003943.750000 Penalty: 5165.435059
	Iteration 6F: 3 clusters Score -4003944 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -4004895.750000 Penalty: 5165.435059
	Iteration 7F: 3 clusters Score -4004896 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -4005916 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -4006833.500000 Penalty: 5165.435059
	Iteration 9Q: 3 clusters Score -4006834 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -4007485.250000 Penalty: 5165.435059
	Iteration 10Q: 3 clusters Score -4007485 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -4007861.500000 Penalty: 5165.435059
	Iteration 11Q: 3 clusters Score -4007862 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -4008089.750000 Penalty: 5165.435059
	Iteration 12Q: 3 clusters Score -4008090 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -4008228.250000 Penalty: 5165.435059
	Iteration 13Q: 3 clusters Score -4008228 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -4008326.250000 Penalty: 5165.435059
	Iteration 14Q: 3 clusters Score -4008326 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -4008391.750000 Penalty: 5165.435059
	Iteration 15Q: 3 clusters Score -4008392 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -4008462.750000 Penalty: 5165.435059
	Iteration 16Q: 3 clusters Score -4008463 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4008526 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -4008566.750000 Penalty: 5165.435059
	Iteration 18Q: 3 clusters Score -4008567 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -4008594.750000 Penalty: 5165.435059
	Iteration 19Q: 3 clusters Score -4008595 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -4008627.500000 Penalty: 5165.435059
	Iteration 20F: 3 clusters Score -4008628 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -4008658.250000 Penalty: 5165.435059
	Iteration 21Q: 3 clusters Score -4008658 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -4008692.000000 Penalty: 5165.435059
	Iteration 22Q: 3 clusters Score -4008692 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -4008721.250000 Penalty: 5165.435059
	Iteration 23Q: 3 clusters Score -4008721 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4008745 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4008771 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4008784 nChanged 205
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4008827 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4008847 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -4008893.500000 Penalty: 5165.435059
	Iteration 29Q: 3 clusters Score -4008894 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4008926 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4008952 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -4008994.500000 Penalty: 5165.435059
	Iteration 32Q: 3 clusters Score -4008994 nChanged 217
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -4009025.000000 Penalty: 5165.435059
	Iteration 33Q: 3 clusters Score -4009025 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4009075 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -4009087.250000 Penalty: 5165.435059
	Iteration 35Q: 3 clusters Score -4009087 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -4009110.250000 Penalty: 5165.435059
	Iteration 36Q: 3 clusters Score -4009110 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -4009130.500000 Penalty: 5165.435059
	Iteration 37Q: 3 clusters Score -4009130 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -4009157.250000 Penalty: 5165.435059
	Iteration 38Q: 3 clusters Score -4009157 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -4009183.500000 Penalty: 5165.435059
	Iteration 39Q: 3 clusters Score -4009184 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -4009210.000000 Penalty: 5165.435059
	Iteration 40F: 3 clusters Score -4009210 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4009216 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -4009242.500000 Penalty: 5165.435059
	Iteration 42Q: 3 clusters Score -4009242 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -4009253.250000 Penalty: 5165.435059
	Iteration 43Q: 3 clusters Score -4009253 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4009267 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -4009295.000000 Penalty: 5165.435059
	Iteration 45Q: 3 clusters Score -4009295 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -4009344.000000 Penalty: 5165.435059
	Iteration 46Q: 3 clusters Score -4009344 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4009372 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -4009409.000000 Penalty: 5165.435059
	Iteration 48Q: 3 clusters Score -4009409 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -4009435.250000 Penalty: 5165.435059
	Iteration 49Q: 3 clusters Score -4009435 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -4009459.000000 Penalty: 5165.435059
	Iteration 50Q: 3 clusters Score -4009459 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -4009494.750000 Penalty: 5165.435059
	Iteration 51Q: 3 clusters Score -4009495 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -4009528.750000 Penalty: 5165.435059
	Iteration 52Q: 3 clusters Score -4009529 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -4009562.500000 Penalty: 5165.435059
	Iteration 53Q: 3 clusters Score -4009562 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -4009591.250000 Penalty: 5165.435059
	Iteration 54Q: 3 clusters Score -4009591 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4009629 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -4009665.250000 Penalty: 5165.435059
	Iteration 56Q: 3 clusters Score -4009665 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -4009698.250000 Penalty: 5165.435059
	Iteration 57Q: 3 clusters Score -4009698 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -4009743.250000 Penalty: 5165.435059
	Iteration 58Q: 3 clusters Score -4009743 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -4009776.500000 Penalty: 5165.435059
	Iteration 59Q: 3 clusters Score -4009776 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -4009817.500000 Penalty: 5165.435059
	Iteration 60F: 3 clusters Score -4009818 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -4009856.500000 Penalty: 5165.435059
	Iteration 61Q: 3 clusters Score -4009856 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4009900 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4009933 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4009970 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4010002 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -4010045.250000 Penalty: 5165.435059
	Iteration 66Q: 3 clusters Score -4010045 nChanged 182
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4010090 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -4010153.500000 Penalty: 5165.435059
	Iteration 68Q: 3 clusters Score -4010154 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4010193 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -4010243.000000 Penalty: 5165.435059
	Iteration 70Q: 3 clusters Score -4010243 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -4010291.750000 Penalty: 5165.435059
	Iteration 71Q: 3 clusters Score -4010292 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -4010369.750000 Penalty: 5165.435059
	Iteration 72Q: 3 clusters Score -4010370 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -4010440.750000 Penalty: 5165.435059
	Iteration 73Q: 3 clusters Score -4010441 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4010495 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 30642 members 
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	Iteration 75Q: 3 clusters Score -4010571 nChanged 156
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -4010638.750000 Penalty: 5165.435059
	Iteration 76Q: 3 clusters Score -4010639 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -4010712.500000 Penalty: 5165.435059
	Iteration 77Q: 3 clusters Score -4010712 nChanged 152
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4010781 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -4010833.500000 Penalty: 5165.435059
	Iteration 79Q: 3 clusters Score -4010834 nChanged 129
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -4010888.250000 Penalty: 5165.435059
	Iteration 80F: 3 clusters Score -4010888 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4010941 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4010976 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4011049 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4011123 nChanged 121
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Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 31754 members 
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	Iteration 85Q: 3 clusters Score -4011208 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 31831 members 
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	Iteration 86Q: 3 clusters Score -4011253 nChanged 83
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Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 31900 members 
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	Iteration 87Q: 3 clusters Score -4011298 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 31958 members 
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	Iteration 88Q: 3 clusters Score -4011325 nChanged 70
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Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4011368 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4011403 nChanged 42
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Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4011414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -4011426.250000 Penalty: 5165.435059
	Iteration 92Q: 3 clusters Score -4011426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4011426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4011430 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 32146 members 
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	Iteration 95Q: 3 clusters Score -4011427 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -4011425.250000 Penalty: 5165.435059
	Iteration 96Q: 3 clusters Score -4011425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 32153 members 
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	Iteration 97Q: 3 clusters Score -4011425 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 32155 members 
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	Iteration 98Q: 3 clusters Score -4011428 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -4011428.250000 Penalty: 5165.435059
	Iteration 99Q: 3 clusters Score -4011428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -4011431.500000 Penalty: 5165.435059
	Iteration 100F: 3 clusters Score -4011432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -107229.390625 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -107229.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -105359.960938 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -105360 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -105670.429688 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -105670.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -105744.953125 Penalty: 3399.236328
	Iteration 2Q: 3 clusters Score -105745 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -105862.554688 Penalty: 3399.236328
	Iteration 3Q: 3 clusters Score -105862.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -105982.789062 Penalty: 3399.236328
	Iteration 4Q: 3 clusters Score -105982.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -106034.773438 Penalty: 3399.236328
	Iteration 5Q: 3 clusters Score -106034.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -106053.546875 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -106053.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -106071.210938 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -106071.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -106077.554688 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -106077.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -106086.250000 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -106086.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -106093.218750 Penalty: 3399.236328
	Iteration 10Q: 3 clusters Score -106093.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -106095.921875 Penalty: 3399.236328
	Iteration 11Q: 3 clusters Score -106095.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -106099.195312 Penalty: 3399.236328
	Iteration 12Q: 3 clusters Score -106099.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -106105.882812 Penalty: 3399.236328
	Iteration 13Q: 3 clusters Score -106105.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -106117.390625 Penalty: 3399.236328
	Iteration 14Q: 3 clusters Score -106117.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -106123.539062 Penalty: 3399.236328
	Iteration 15Q: 3 clusters Score -106123.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -106129.687500 Penalty: 3399.236328
	Iteration 16Q: 3 clusters Score -106129.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -106132.437500 Penalty: 3399.236328
	Iteration 17Q: 3 clusters Score -106132.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -106138.648438 Penalty: 3399.236328
	Iteration 18Q: 3 clusters Score -106138.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -106145.843750 Penalty: 3399.236328
	Iteration 19Q: 3 clusters Score -106145.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -106160.726562 Penalty: 3399.236328
	Iteration 20F: 3 clusters Score -106160.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -106174.484375 Penalty: 3399.236328
	Iteration 21Q: 3 clusters Score -106174.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -106185.304688 Penalty: 3399.236328
	Iteration 22Q: 3 clusters Score -106185.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -106190.507812 Penalty: 3399.236328
	Iteration 23Q: 3 clusters Score -106190.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -106198.101562 Penalty: 3399.236328
	Iteration 24Q: 3 clusters Score -106198.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -106206.632812 Penalty: 3399.236328
	Iteration 25Q: 3 clusters Score -106206.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -106215.476562 Penalty: 3399.236328
	Iteration 26Q: 3 clusters Score -106215.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -106222.695312 Penalty: 3399.236328
	Iteration 27Q: 3 clusters Score -106222.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -106223.882812 Penalty: 3399.236328
	Iteration 28Q: 3 clusters Score -106223.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -106225.625000 Penalty: 3399.236328
	Iteration 29Q: 3 clusters Score -106225.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -106227.226562 Penalty: 3399.236328
	Iteration 30Q: 3 clusters Score -106227.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -106229.492188 Penalty: 3399.236328
	Iteration 31Q: 3 clusters Score -106229.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -106231.226562 Penalty: 3399.236328
	Iteration 32Q: 3 clusters Score -106231.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -106234.906250 Penalty: 3399.236328
	Iteration 33Q: 3 clusters Score -106234.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -106236.765625 Penalty: 3399.236328
	Iteration 34Q: 3 clusters Score -106236.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -106240.187500 Penalty: 3399.236328
	Iteration 35Q: 3 clusters Score -106240.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -106244.906250 Penalty: 3399.236328
	Iteration 36Q: 3 clusters Score -106244.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -106248.648438 Penalty: 3399.236328
	Iteration 37Q: 3 clusters Score -106248.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -106257.656250 Penalty: 3399.236328
	Iteration 38Q: 3 clusters Score -106257.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -106266.125000 Penalty: 3399.236328
	Iteration 39Q: 3 clusters Score -106266.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -106273.492188 Penalty: 3399.236328
	Iteration 40F: 3 clusters Score -106273.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -106283.242188 Penalty: 3399.236328
	Iteration 41Q: 3 clusters Score -106283.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -106285.429688 Penalty: 3399.236328
	Iteration 42Q: 3 clusters Score -106285.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -106286.546875 Penalty: 3399.236328
	Iteration 43Q: 3 clusters Score -106286.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -106287.929688 Penalty: 3399.236328
	Iteration 44Q: 3 clusters Score -106287.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -106290.039062 Penalty: 3399.236328
	Iteration 45Q: 3 clusters Score -106290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -106290.648438 Penalty: 3399.236328
	Iteration 46Q: 3 clusters Score -106290.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -106291.539062 Penalty: 3399.236328
	Iteration 47Q: 3 clusters Score -106291.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -106292.812500 Penalty: 3399.236328
	Iteration 48Q: 3 clusters Score -106292.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -106292.812500 Penalty: 3399.236328
	Iteration 49F: 3 clusters Score -106292.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Entering Unmasked Estep 
Score: -1259961.000000 Penalty: 2296.122803
	Iteration 0F: 2 clusters Score -1259961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1252024.375000 Penalty: 4592.245605
	Iteration 0F: 3 clusters Score -1252024 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1254296.375000 Penalty: 4592.245605
	Iteration 1F: 3 clusters Score -1254296 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1254607.625000 Penalty: 4592.245605
	Iteration 2F: 3 clusters Score -1254608 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1254920.875000 Penalty: 4592.245605
	Iteration 3F: 3 clusters Score -1254921 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1255290.750000 Penalty: 4592.245605
	Iteration 4F: 3 clusters Score -1255291 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1255726.250000 Penalty: 4592.245605
	Iteration 5F: 3 clusters Score -1255726 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1256272.250000 Penalty: 4592.245605
	Iteration 6F: 3 clusters Score -1256272 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1256911.250000 Penalty: 4592.245605
	Iteration 7F: 3 clusters Score -1256911 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1257416.750000 Penalty: 4592.245605
	Iteration 8F: 3 clusters Score -1257417 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1257737.750000 Penalty: 4592.245605
	Iteration 9Q: 3 clusters Score -1257738 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1257961.500000 Penalty: 4592.245605
	Iteration 10Q: 3 clusters Score -1257962 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1258096.750000 Penalty: 4592.245605
	Iteration 11Q: 3 clusters Score -1258097 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1258192.125000 Penalty: 4592.245605
	Iteration 12Q: 3 clusters Score -1258192 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1258246.375000 Penalty: 4592.245605
	Iteration 13Q: 3 clusters Score -1258246 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1258295.250000 Penalty: 4592.245605
	Iteration 14Q: 3 clusters Score -1258295 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1258315.875000 Penalty: 4592.245605
	Iteration 15Q: 3 clusters Score -1258316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1258330.500000 Penalty: 4592.245605
	Iteration 16Q: 3 clusters Score -1258330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1258342.375000 Penalty: 4592.245605
	Iteration 17Q: 3 clusters Score -1258342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1258346.500000 Penalty: 4592.245605
	Iteration 18Q: 3 clusters Score -1258346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1258354.250000 Penalty: 4592.245605
	Iteration 19Q: 3 clusters Score -1258354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1258362.500000 Penalty: 4592.245605
	Iteration 20F: 3 clusters Score -1258362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1258367.125000 Penalty: 4592.245605
	Iteration 21Q: 3 clusters Score -1258367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1258373.125000 Penalty: 4592.245605
	Iteration 22Q: 3 clusters Score -1258373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1258376.125000 Penalty: 4592.245605
	Iteration 23Q: 3 clusters Score -1258376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1258379.375000 Penalty: 4592.245605
	Iteration 24Q: 3 clusters Score -1258379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1258381.000000 Penalty: 4592.245605
	Iteration 25Q: 3 clusters Score -1258381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1258382.875000 Penalty: 4592.245605
	Iteration 26Q: 3 clusters Score -1258383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1258384.000000 Penalty: 4592.245605
	Iteration 27Q: 3 clusters Score -1258384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1258385.625000 Penalty: 4592.245605
	Iteration 28Q: 3 clusters Score -1258386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1258387.125000 Penalty: 4592.245605
	Iteration 29Q: 3 clusters Score -1258387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1258389.125000 Penalty: 4592.245605
	Iteration 30Q: 3 clusters Score -1258389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1258389.500000 Penalty: 4592.245605
	Iteration 31Q: 3 clusters Score -1258390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1258388.625000 Penalty: 4592.245605
	Iteration 32Q: 3 clusters Score -1258389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1258388.000000 Penalty: 4592.245605
	Iteration 33Q: 3 clusters Score -1258388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1258387.750000 Penalty: 4592.245605
	Iteration 34Q: 3 clusters Score -1258388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1258391.000000 Penalty: 4592.245605
	Iteration 35Q: 3 clusters Score -1258391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1258389.500000 Penalty: 4592.245605
	Iteration 36Q: 3 clusters Score -1258390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1258392.375000 Penalty: 4592.245605
	Iteration 37Q: 3 clusters Score -1258392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1258392.375000 Penalty: 4592.245605
	Iteration 38F: 3 clusters Score -1258392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (120280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120280 members 
Entering Unmasked Estep 
Score: -14412763.000000 Penalty: 2900.999268
	Iteration 0F: 2 clusters Score -1.441276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60155 members 
Mstep: Class 2 contains 60125 members 
Entering Unmasked Estep 
Score: -14332119.000000 Penalty: 5801.998535
	Iteration 0F: 3 clusters Score -1.433212e+07 nChanged 57237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60270 members 
Mstep: Class 2 contains 60010 members 
Entering Unmasked Estep 
Score: -14365456.000000 Penalty: 5801.998535
	Iteration 1F: 3 clusters Score -1.436546e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60499 members 
Mstep: Class 2 contains 59781 members 
Entering Unmasked Estep 
Score: -14366777.000000 Penalty: 5801.998535
	Iteration 2Q: 3 clusters Score -1.436678e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 59422 members 
Entering Unmasked Estep 
Score: -14368801.000000 Penalty: 5801.998535
	Iteration 3Q: 3 clusters Score -1.43688e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61687 members 
Mstep: Class 2 contains 58593 members 
Entering Unmasked Estep 
Score: -14371665.000000 Penalty: 5801.998535
	Iteration 4Q: 3 clusters Score -1.437166e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63431 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
Score: -14376087.000000 Penalty: 5801.998535
	Iteration 5F: 3 clusters Score -1.437609e+07 nChanged 8509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66354 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -14382749.000000 Penalty: 5801.998535
	Iteration 6F: 3 clusters Score -1.438275e+07 nChanged 9624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70196 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -14391127.000000 Penalty: 5801.998535
	Iteration 7F: 3 clusters Score -1.439113e+07 nChanged 8923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73847 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -14398351.000000 Penalty: 5801.998535
	Iteration 8F: 3 clusters Score -1.439835e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76327 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -14401968.000000 Penalty: 5801.998535
	Iteration 9F: 3 clusters Score -1.440197e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78087 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -14403624.000000 Penalty: 5801.998535
	Iteration 10Q: 3 clusters Score -1.440362e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79556 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -14404551.000000 Penalty: 5801.998535
	Iteration 11Q: 3 clusters Score -1.440455e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80800 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -14405179.000000 Penalty: 5801.998535
	Iteration 12Q: 3 clusters Score -1.440518e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81931 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -14405655.000000 Penalty: 5801.998535
	Iteration 13Q: 3 clusters Score -1.440566e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82968 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -14405933.000000 Penalty: 5801.998535
	Iteration 14Q: 3 clusters Score -1.440593e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83957 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -14406223.000000 Penalty: 5801.998535
	Iteration 15Q: 3 clusters Score -1.440622e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84892 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -14406426.000000 Penalty: 5801.998535
	Iteration 16Q: 3 clusters Score -1.440643e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85768 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -14406617.000000 Penalty: 5801.998535
	Iteration 17Q: 3 clusters Score -1.440662e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86606 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -14406717.000000 Penalty: 5801.998535
	Iteration 18Q: 3 clusters Score -1.440672e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87463 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -14406866.000000 Penalty: 5801.998535
	Iteration 19Q: 3 clusters Score -1.440687e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88288 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -14407052.000000 Penalty: 5801.998535
	Iteration 20F: 3 clusters Score -1.440705e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89065 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -14407205.000000 Penalty: 5801.998535
	Iteration 21Q: 3 clusters Score -1.44072e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89862 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -14407331.000000 Penalty: 5801.998535
	Iteration 22Q: 3 clusters Score -1.440733e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90628 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -14407495.000000 Penalty: 5801.998535
	Iteration 23Q: 3 clusters Score -1.44075e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91349 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -14407605.000000 Penalty: 5801.998535
	Iteration 24Q: 3 clusters Score -1.44076e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92108 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -14407669.000000 Penalty: 5801.998535
	Iteration 25Q: 3 clusters Score -1.440767e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92833 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -14407864.000000 Penalty: 5801.998535
	Iteration 26Q: 3 clusters Score -1.440786e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93575 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -14407979.000000 Penalty: 5801.998535
	Iteration 27Q: 3 clusters Score -1.440798e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -14408099.000000 Penalty: 5801.998535
	Iteration 28Q: 3 clusters Score -1.44081e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95004 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -14408148.000000 Penalty: 5801.998535
	Iteration 29Q: 3 clusters Score -1.440815e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95722 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -14408282.000000 Penalty: 5801.998535
	Iteration 30Q: 3 clusters Score -1.440828e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96446 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -14408438.000000 Penalty: 5801.998535
	Iteration 31Q: 3 clusters Score -1.440844e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97155 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -14408477.000000 Penalty: 5801.998535
	Iteration 32Q: 3 clusters Score -1.440848e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97914 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -14408626.000000 Penalty: 5801.998535
	Iteration 33Q: 3 clusters Score -1.440863e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98716 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -14408730.000000 Penalty: 5801.998535
	Iteration 34Q: 3 clusters Score -1.440873e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99581 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -14408909.000000 Penalty: 5801.998535
	Iteration 35Q: 3 clusters Score -1.440891e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100428 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -14409034.000000 Penalty: 5801.998535
	Iteration 36Q: 3 clusters Score -1.440903e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101347 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -14409170.000000 Penalty: 5801.998535
	Iteration 37Q: 3 clusters Score -1.440917e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102278 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -14409320.000000 Penalty: 5801.998535
	Iteration 38Q: 3 clusters Score -1.440932e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103255 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -14409459.000000 Penalty: 5801.998535
	Iteration 39Q: 3 clusters Score -1.440946e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104212 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -14409636.000000 Penalty: 5801.998535
	Iteration 40F: 3 clusters Score -1.440964e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105134 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -14409794.000000 Penalty: 5801.998535
	Iteration 41Q: 3 clusters Score -1.440979e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106020 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -14409981.000000 Penalty: 5801.998535
	Iteration 42Q: 3 clusters Score -1.440998e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106884 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -14410166.000000 Penalty: 5801.998535
	Iteration 43Q: 3 clusters Score -1.441017e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107698 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -14410329.000000 Penalty: 5801.998535
	Iteration 44Q: 3 clusters Score -1.441033e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108458 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -14410426.000000 Penalty: 5801.998535
	Iteration 45Q: 3 clusters Score -1.441043e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109182 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -14410586.000000 Penalty: 5801.998535
	Iteration 46Q: 3 clusters Score -1.441059e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109858 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -14410691.000000 Penalty: 5801.998535
	Iteration 47Q: 3 clusters Score -1.441069e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110493 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -14410739.000000 Penalty: 5801.998535
	Iteration 48Q: 3 clusters Score -1.441074e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111066 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -14410790.000000 Penalty: 5801.998535
	Iteration 49Q: 3 clusters Score -1.441079e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111617 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -14410903.000000 Penalty: 5801.998535
	Iteration 50Q: 3 clusters Score -1.44109e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112145 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -14410990.000000 Penalty: 5801.998535
	Iteration 51Q: 3 clusters Score -1.441099e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112624 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -14411073.000000 Penalty: 5801.998535
	Iteration 52Q: 3 clusters Score -1.441107e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113049 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -14411113.000000 Penalty: 5801.998535
	Iteration 53Q: 3 clusters Score -1.441111e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113426 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -14411133.000000 Penalty: 5801.998535
	Iteration 54Q: 3 clusters Score -1.441113e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113790 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -14411143.000000 Penalty: 5801.998535
	Iteration 55Q: 3 clusters Score -1.441114e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114092 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -14411213.000000 Penalty: 5801.998535
	Iteration 56Q: 3 clusters Score -1.441121e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114358 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -14411209.000000 Penalty: 5801.998535
	Iteration 57Q: 3 clusters Score -1.441121e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114625 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -14411205.000000 Penalty: 5801.998535
	Iteration 58Q: 3 clusters Score -1.44112e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114864 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -14411246.000000 Penalty: 5801.998535
	Iteration 59Q: 3 clusters Score -1.441125e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115082 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -14411233.000000 Penalty: 5801.998535
	Iteration 60F: 3 clusters Score -1.441123e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115260 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -14411263.000000 Penalty: 5801.998535
	Iteration 61Q: 3 clusters Score -1.441126e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115404 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -14411280.000000 Penalty: 5801.998535
	Iteration 62Q: 3 clusters Score -1.441128e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115548 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -14411296.000000 Penalty: 5801.998535
	Iteration 63Q: 3 clusters Score -1.44113e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115666 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -14411286.000000 Penalty: 5801.998535
	Iteration 64Q: 3 clusters Score -1.441129e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115770 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -14411269.000000 Penalty: 5801.998535
	Iteration 65Q: 3 clusters Score -1.441127e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115866 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -14411255.000000 Penalty: 5801.998535
	Iteration 66Q: 3 clusters Score -1.441126e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115940 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -14411291.000000 Penalty: 5801.998535
	Iteration 67Q: 3 clusters Score -1.441129e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116008 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -14411285.000000 Penalty: 5801.998535
	Iteration 68Q: 3 clusters Score -1.441128e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116073 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -14411283.000000 Penalty: 5801.998535
	Iteration 69Q: 3 clusters Score -1.441128e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116134 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -14411292.000000 Penalty: 5801.998535
	Iteration 70Q: 3 clusters Score -1.441129e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116206 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -14411319.000000 Penalty: 5801.998535
	Iteration 71Q: 3 clusters Score -1.441132e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116288 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -14411314.000000 Penalty: 5801.998535
	Iteration 72Q: 3 clusters Score -1.441131e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116355 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -14411306.000000 Penalty: 5801.998535
	Iteration 73Q: 3 clusters Score -1.441131e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116414 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -14411296.000000 Penalty: 5801.998535
	Iteration 74Q: 3 clusters Score -1.44113e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116468 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -14411309.000000 Penalty: 5801.998535
	Iteration 75Q: 3 clusters Score -1.441131e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116525 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -14411291.000000 Penalty: 5801.998535
	Iteration 76Q: 3 clusters Score -1.441129e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116574 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -14411308.000000 Penalty: 5801.998535
	Iteration 77Q: 3 clusters Score -1.441131e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116609 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -14411322.000000 Penalty: 5801.998535
	Iteration 78Q: 3 clusters Score -1.441132e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116646 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -14411321.000000 Penalty: 5801.998535
	Iteration 79Q: 3 clusters Score -1.441132e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116675 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -14411319.000000 Penalty: 5801.998535
	Iteration 80F: 3 clusters Score -1.441132e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116704 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -14411310.000000 Penalty: 5801.998535
	Iteration 81Q: 3 clusters Score -1.441131e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116734 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -14411290.000000 Penalty: 5801.998535
	Iteration 82Q: 3 clusters Score -1.441129e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116763 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -14411295.000000 Penalty: 5801.998535
	Iteration 83Q: 3 clusters Score -1.44113e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116790 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -14411326.000000 Penalty: 5801.998535
	Iteration 84Q: 3 clusters Score -1.441133e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116813 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -14411338.000000 Penalty: 5801.998535
	Iteration 85Q: 3 clusters Score -1.441134e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116838 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -14411347.000000 Penalty: 5801.998535
	Iteration 86Q: 3 clusters Score -1.441135e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116856 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -14411345.000000 Penalty: 5801.998535
	Iteration 87Q: 3 clusters Score -1.441134e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116874 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -14411342.000000 Penalty: 5801.998535
	Iteration 88Q: 3 clusters Score -1.441134e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116897 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -14411325.000000 Penalty: 5801.998535
	Iteration 89Q: 3 clusters Score -1.441132e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116910 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -14411327.000000 Penalty: 5801.998535
	Iteration 90Q: 3 clusters Score -1.441133e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116924 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -14411324.000000 Penalty: 5801.998535
	Iteration 91Q: 3 clusters Score -1.441132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116934 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -14411317.000000 Penalty: 5801.998535
	Iteration 92Q: 3 clusters Score -1.441132e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116950 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -14411317.000000 Penalty: 5801.998535
	Iteration 93Q: 3 clusters Score -1.441132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116964 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -14411316.000000 Penalty: 5801.998535
	Iteration 94Q: 3 clusters Score -1.441132e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116984 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -14411313.000000 Penalty: 5801.998535
	Iteration 95Q: 3 clusters Score -1.441131e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117005 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -14411313.000000 Penalty: 5801.998535
	Iteration 96Q: 3 clusters Score -1.441131e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117025 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -14411319.000000 Penalty: 5801.998535
	Iteration 97Q: 3 clusters Score -1.441132e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117040 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -14411336.000000 Penalty: 5801.998535
	Iteration 98Q: 3 clusters Score -1.441134e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117057 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -14411340.000000 Penalty: 5801.998535
	Iteration 99Q: 3 clusters Score -1.441134e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117080 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -14411350.000000 Penalty: 5801.998535
	Iteration 100F: 3 clusters Score -1.441135e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117099 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -14411351.000000 Penalty: 5801.998535
	Iteration 101Q: 3 clusters Score -1.441135e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117112 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -14411360.000000 Penalty: 5801.998535
	Iteration 102Q: 3 clusters Score -1.441136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117120 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -14411341.000000 Penalty: 5801.998535
	Iteration 103Q: 3 clusters Score -1.441134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117126 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -14411338.000000 Penalty: 5801.998535
	Iteration 104Q: 3 clusters Score -1.441134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117134 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -14411332.000000 Penalty: 5801.998535
	Iteration 105Q: 3 clusters Score -1.441133e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117144 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -14411330.000000 Penalty: 5801.998535
	Iteration 106Q: 3 clusters Score -1.441133e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117153 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -14411332.000000 Penalty: 5801.998535
	Iteration 107Q: 3 clusters Score -1.441133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117159 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -14411341.000000 Penalty: 5801.998535
	Iteration 108Q: 3 clusters Score -1.441134e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117168 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -14411333.000000 Penalty: 5801.998535
	Iteration 109Q: 3 clusters Score -1.441133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117175 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -14411341.000000 Penalty: 5801.998535
	Iteration 110Q: 3 clusters Score -1.441134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117179 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -14411331.000000 Penalty: 5801.998535
	Iteration 111Q: 3 clusters Score -1.441133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117187 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -14411337.000000 Penalty: 5801.998535
	Iteration 112Q: 3 clusters Score -1.441134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117196 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -14411322.000000 Penalty: 5801.998535
	Iteration 113Q: 3 clusters Score -1.441132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117203 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -14411328.000000 Penalty: 5801.998535
	Iteration 114Q: 3 clusters Score -1.441133e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117215 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -14411329.000000 Penalty: 5801.998535
	Iteration 115Q: 3 clusters Score -1.441133e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117228 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -14411342.000000 Penalty: 5801.998535
	Iteration 116Q: 3 clusters Score -1.441134e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117242 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -14411322.000000 Penalty: 5801.998535
	Iteration 117Q: 3 clusters Score -1.441132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117256 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -14411347.000000 Penalty: 5801.998535
	Iteration 118Q: 3 clusters Score -1.441135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117264 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -14411323.000000 Penalty: 5801.998535
	Iteration 119Q: 3 clusters Score -1.441132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117269 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -14411313.000000 Penalty: 5801.998535
	Iteration 120F: 3 clusters Score -1.441131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117273 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -14411312.000000 Penalty: 5801.998535
	Iteration 121Q: 3 clusters Score -1.441131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117277 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -14411324.000000 Penalty: 5801.998535
	Iteration 122Q: 3 clusters Score -1.441132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117282 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -14411323.000000 Penalty: 5801.998535
	Iteration 123Q: 3 clusters Score -1.441132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117283 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -14411316.000000 Penalty: 5801.998535
	Iteration 124Q: 3 clusters Score -1.441132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117285 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -14411325.000000 Penalty: 5801.998535
	Iteration 125Q: 3 clusters Score -1.441132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117287 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -14411332.000000 Penalty: 5801.998535
	Iteration 126Q: 3 clusters Score -1.441133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117291 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -14411324.000000 Penalty: 5801.998535
	Iteration 127Q: 3 clusters Score -1.441132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117294 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -14411330.000000 Penalty: 5801.998535
	Iteration 128Q: 3 clusters Score -1.441133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117297 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -14411326.000000 Penalty: 5801.998535
	Iteration 129Q: 3 clusters Score -1.441133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117298 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -14411328.000000 Penalty: 5801.998535
	Iteration 130Q: 3 clusters Score -1.441133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117299 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -14411323.000000 Penalty: 5801.998535
	Iteration 131Q: 3 clusters Score -1.441132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117299 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -14411323.000000 Penalty: 5801.998535
	Iteration 132F: 3 clusters Score -1.441132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (215948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215948 members 
Entering Unmasked Estep 
Score: -25681628.000000 Penalty: 3046.132568
	Iteration 0F: 2 clusters Score -2.568163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107654 members 
Mstep: Class 2 contains 108294 members 
Entering Unmasked Estep 
Score: -25544598.000000 Penalty: 6092.265137
	Iteration 0F: 3 clusters Score -2.55446e+07 nChanged 104018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97632 members 
Mstep: Class 2 contains 118316 members 
Entering Unmasked Estep 
Score: -25607032.000000 Penalty: 6092.265137
	Iteration 1F: 3 clusters Score -2.560703e+07 nChanged 9652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91732 members 
Mstep: Class 2 contains 124216 members 
Entering Unmasked Estep 
Score: -25610284.000000 Penalty: 6092.265137
	Iteration 2Q: 3 clusters Score -2.561028e+07 nChanged 12505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83465 members 
Mstep: Class 2 contains 132483 members 
Entering Unmasked Estep 
Score: -25615964.000000 Penalty: 6092.265137
	Iteration 3F: 3 clusters Score -2.561596e+07 nChanged 15712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72837 members 
Mstep: Class 2 contains 143111 members 
Entering Unmasked Estep 
Score: -25625548.000000 Penalty: 6092.265137
	Iteration 4F: 3 clusters Score -2.562555e+07 nChanged 17704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61303 members 
Mstep: Class 2 contains 154645 members 
Entering Unmasked Estep 
Score: -25638526.000000 Penalty: 6092.265137
	Iteration 5F: 3 clusters Score -2.563853e+07 nChanged 16553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51396 members 
Mstep: Class 2 contains 164552 members 
Entering Unmasked Estep 
Score: -25652428.000000 Penalty: 6092.265137
	Iteration 6F: 3 clusters Score -2.565243e+07 nChanged 12969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 170047 members 
Entering Unmasked Estep 
Score: -25664510.000000 Penalty: 6092.265137
	Iteration 7F: 3 clusters Score -2.566451e+07 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 171095 members 
Entering Unmasked Estep 
Score: -25669190.000000 Penalty: 6092.265137
	Iteration 8Q: 3 clusters Score -2.566919e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 170644 members 
Entering Unmasked Estep 
Score: -25670208.000000 Penalty: 6092.265137
	Iteration 9Q: 3 clusters Score -2.567021e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 169791 members 
Entering Unmasked Estep 
Score: -25670780.000000 Penalty: 6092.265137
	Iteration 10Q: 3 clusters Score -2.567078e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47075 members 
Mstep: Class 2 contains 168873 members 
Entering Unmasked Estep 
Score: -25671036.000000 Penalty: 6092.265137
	Iteration 11Q: 3 clusters Score -2.567104e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 167868 members 
Entering Unmasked Estep 
Score: -25671128.000000 Penalty: 6092.265137
	Iteration 12Q: 3 clusters Score -2.567113e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 166808 members 
Entering Unmasked Estep 
Score: -25671202.000000 Penalty: 6092.265137
	Iteration 13Q: 3 clusters Score -2.56712e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 165769 members 
Entering Unmasked Estep 
Score: -25671120.000000 Penalty: 6092.265137
	Iteration 14Q: 3 clusters Score -2.567112e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 164640 members 
Entering Unmasked Estep 
Score: -25670874.000000 Penalty: 6092.265137
	Iteration 15Q: 3 clusters Score -2.567087e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 163420 members 
Entering Unmasked Estep 
Score: -25670834.000000 Penalty: 6092.265137
	Iteration 16Q: 3 clusters Score -2.567083e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 162188 members 
Entering Unmasked Estep 
Score: -25670712.000000 Penalty: 6092.265137
	Iteration 17Q: 3 clusters Score -2.567071e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55018 members 
Mstep: Class 2 contains 160930 members 
Entering Unmasked Estep 
Score: -25670484.000000 Penalty: 6092.265137
	Iteration 18Q: 3 clusters Score -2.567048e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56342 members 
Mstep: Class 2 contains 159606 members 
Entering Unmasked Estep 
Score: -25670402.000000 Penalty: 6092.265137
	Iteration 19Q: 3 clusters Score -2.56704e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57754 members 
Mstep: Class 2 contains 158194 members 
Entering Unmasked Estep 
Score: -25670474.000000 Penalty: 6092.265137
	Iteration 20F: 3 clusters Score -2.567047e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 156751 members 
Entering Unmasked Estep 
Score: -25670232.000000 Penalty: 6092.265137
	Iteration 21Q: 3 clusters Score -2.567023e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60749 members 
Mstep: Class 2 contains 155199 members 
Entering Unmasked Estep 
Score: -25670160.000000 Penalty: 6092.265137
	Iteration 22Q: 3 clusters Score -2.567016e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62436 members 
Mstep: Class 2 contains 153512 members 
Entering Unmasked Estep 
Score: -25669920.000000 Penalty: 6092.265137
	Iteration 23Q: 3 clusters Score -2.566992e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64165 members 
Mstep: Class 2 contains 151783 members 
Entering Unmasked Estep 
Score: -25669986.000000 Penalty: 6092.265137
	Iteration 24Q: 3 clusters Score -2.566999e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65900 members 
Mstep: Class 2 contains 150048 members 
Entering Unmasked Estep 
Score: -25669988.000000 Penalty: 6092.265137
	Iteration 25Q: 3 clusters Score -2.566999e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67671 members 
Mstep: Class 2 contains 148277 members 
Entering Unmasked Estep 
Score: -25669970.000000 Penalty: 6092.265137
	Iteration 26Q: 3 clusters Score -2.566997e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69447 members 
Mstep: Class 2 contains 146501 members 
Entering Unmasked Estep 
Score: -25670154.000000 Penalty: 6092.265137
	Iteration 27Q: 3 clusters Score -2.567015e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71184 members 
Mstep: Class 2 contains 144764 members 
Entering Unmasked Estep 
Score: -25669924.000000 Penalty: 6092.265137
	Iteration 28Q: 3 clusters Score -2.566992e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72890 members 
Mstep: Class 2 contains 143058 members 
Entering Unmasked Estep 
Score: -25669868.000000 Penalty: 6092.265137
	Iteration 29Q: 3 clusters Score -2.566987e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74643 members 
Mstep: Class 2 contains 141305 members 
Entering Unmasked Estep 
Score: -25670026.000000 Penalty: 6092.265137
	Iteration 30Q: 3 clusters Score -2.567003e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76297 members 
Mstep: Class 2 contains 139651 members 
Entering Unmasked Estep 
Score: -25670066.000000 Penalty: 6092.265137
	Iteration 31Q: 3 clusters Score -2.567007e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77950 members 
Mstep: Class 2 contains 137998 members 
Entering Unmasked Estep 
Score: -25670160.000000 Penalty: 6092.265137
	Iteration 32Q: 3 clusters Score -2.567016e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79609 members 
Mstep: Class 2 contains 136339 members 
Entering Unmasked Estep 
Score: -25669988.000000 Penalty: 6092.265137
	Iteration 33Q: 3 clusters Score -2.566999e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81273 members 
Mstep: Class 2 contains 134675 members 
Entering Unmasked Estep 
Score: -25669808.000000 Penalty: 6092.265137
	Iteration 34Q: 3 clusters Score -2.566981e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83001 members 
Mstep: Class 2 contains 132947 members 
Entering Unmasked Estep 
Score: -25669612.000000 Penalty: 6092.265137
	Iteration 35Q: 3 clusters Score -2.566961e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84779 members 
Mstep: Class 2 contains 131169 members 
Entering Unmasked Estep 
Score: -25669576.000000 Penalty: 6092.265137
	Iteration 36Q: 3 clusters Score -2.566958e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86591 members 
Mstep: Class 2 contains 129357 members 
Entering Unmasked Estep 
Score: -25669514.000000 Penalty: 6092.265137
	Iteration 37Q: 3 clusters Score -2.566951e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88417 members 
Mstep: Class 2 contains 127531 members 
Entering Unmasked Estep 
Score: -25669538.000000 Penalty: 6092.265137
	Iteration 38Q: 3 clusters Score -2.566954e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90323 members 
Mstep: Class 2 contains 125625 members 
Entering Unmasked Estep 
Score: -25669386.000000 Penalty: 6092.265137
	Iteration 39Q: 3 clusters Score -2.566939e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92315 members 
Mstep: Class 2 contains 123633 members 
Entering Unmasked Estep 
Score: -25669376.000000 Penalty: 6092.265137
	Iteration 40F: 3 clusters Score -2.566938e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94355 members 
Mstep: Class 2 contains 121593 members 
Entering Unmasked Estep 
Score: -25669348.000000 Penalty: 6092.265137
	Iteration 41Q: 3 clusters Score -2.566935e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96397 members 
Mstep: Class 2 contains 119551 members 
Entering Unmasked Estep 
Score: -25669238.000000 Penalty: 6092.265137
	Iteration 42Q: 3 clusters Score -2.566924e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98461 members 
Mstep: Class 2 contains 117487 members 
Entering Unmasked Estep 
Score: -25669210.000000 Penalty: 6092.265137
	Iteration 43Q: 3 clusters Score -2.566921e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100624 members 
Mstep: Class 2 contains 115324 members 
Entering Unmasked Estep 
Score: -25669378.000000 Penalty: 6092.265137
	Iteration 44Q: 3 clusters Score -2.566938e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102853 members 
Mstep: Class 2 contains 113095 members 
Entering Unmasked Estep 
Score: -25669186.000000 Penalty: 6092.265137
	Iteration 45Q: 3 clusters Score -2.566919e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105171 members 
Mstep: Class 2 contains 110777 members 
Entering Unmasked Estep 
Score: -25669160.000000 Penalty: 6092.265137
	Iteration 46Q: 3 clusters Score -2.566916e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107455 members 
Mstep: Class 2 contains 108493 members 
Entering Unmasked Estep 
Score: -25669114.000000 Penalty: 6092.265137
	Iteration 47Q: 3 clusters Score -2.566911e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109593 members 
Mstep: Class 2 contains 106355 members 
Entering Unmasked Estep 
Score: -25668992.000000 Penalty: 6092.265137
	Iteration 48Q: 3 clusters Score -2.566899e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111702 members 
Mstep: Class 2 contains 104246 members 
Entering Unmasked Estep 
Score: -25668958.000000 Penalty: 6092.265137
	Iteration 49Q: 3 clusters Score -2.566896e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113809 members 
Mstep: Class 2 contains 102139 members 
Entering Unmasked Estep 
Score: -25668962.000000 Penalty: 6092.265137
	Iteration 50Q: 3 clusters Score -2.566896e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115718 members 
Mstep: Class 2 contains 100230 members 
Entering Unmasked Estep 
Score: -25668754.000000 Penalty: 6092.265137
	Iteration 51Q: 3 clusters Score -2.566875e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117438 members 
Mstep: Class 2 contains 98510 members 
Entering Unmasked Estep 
Score: -25668622.000000 Penalty: 6092.265137
	Iteration 52Q: 3 clusters Score -2.566862e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118919 members 
Mstep: Class 2 contains 97029 members 
Entering Unmasked Estep 
Score: -25668494.000000 Penalty: 6092.265137
	Iteration 53Q: 3 clusters Score -2.566849e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120253 members 
Mstep: Class 2 contains 95695 members 
Entering Unmasked Estep 
Score: -25668286.000000 Penalty: 6092.265137
	Iteration 54Q: 3 clusters Score -2.566829e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121398 members 
Mstep: Class 2 contains 94550 members 
Entering Unmasked Estep 
Score: -25668136.000000 Penalty: 6092.265137
	Iteration 55Q: 3 clusters Score -2.566814e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122410 members 
Mstep: Class 2 contains 93538 members 
Entering Unmasked Estep 
Score: -25668010.000000 Penalty: 6092.265137
	Iteration 56Q: 3 clusters Score -2.566801e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123357 members 
Mstep: Class 2 contains 92591 members 
Entering Unmasked Estep 
Score: -25667930.000000 Penalty: 6092.265137
	Iteration 57Q: 3 clusters Score -2.566793e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124347 members 
Mstep: Class 2 contains 91601 members 
Entering Unmasked Estep 
Score: -25667772.000000 Penalty: 6092.265137
	Iteration 58Q: 3 clusters Score -2.566777e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125331 members 
Mstep: Class 2 contains 90617 members 
Entering Unmasked Estep 
Score: -25667614.000000 Penalty: 6092.265137
	Iteration 59Q: 3 clusters Score -2.566761e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126287 members 
Mstep: Class 2 contains 89661 members 
Entering Unmasked Estep 
Score: -25667508.000000 Penalty: 6092.265137
	Iteration 60F: 3 clusters Score -2.566751e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127279 members 
Mstep: Class 2 contains 88669 members 
Entering Unmasked Estep 
Score: -25667374.000000 Penalty: 6092.265137
	Iteration 61Q: 3 clusters Score -2.566737e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128271 members 
Mstep: Class 2 contains 87677 members 
Entering Unmasked Estep 
Score: -25667064.000000 Penalty: 6092.265137
	Iteration 62Q: 3 clusters Score -2.566706e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129280 members 
Mstep: Class 2 contains 86668 members 
Entering Unmasked Estep 
Score: -25666998.000000 Penalty: 6092.265137
	Iteration 63Q: 3 clusters Score -2.5667e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130292 members 
Mstep: Class 2 contains 85656 members 
Entering Unmasked Estep 
Score: -25666952.000000 Penalty: 6092.265137
	Iteration 64Q: 3 clusters Score -2.566695e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131259 members 
Mstep: Class 2 contains 84689 members 
Entering Unmasked Estep 
Score: -25666838.000000 Penalty: 6092.265137
	Iteration 65Q: 3 clusters Score -2.566684e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132288 members 
Mstep: Class 2 contains 83660 members 
Entering Unmasked Estep 
Score: -25666722.000000 Penalty: 6092.265137
	Iteration 66Q: 3 clusters Score -2.566672e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133392 members 
Mstep: Class 2 contains 82556 members 
Entering Unmasked Estep 
Score: -25666562.000000 Penalty: 6092.265137
	Iteration 67Q: 3 clusters Score -2.566656e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134518 members 
Mstep: Class 2 contains 81430 members 
Entering Unmasked Estep 
Score: -25666392.000000 Penalty: 6092.265137
	Iteration 68Q: 3 clusters Score -2.566639e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135795 members 
Mstep: Class 2 contains 80153 members 
Entering Unmasked Estep 
Score: -25666174.000000 Penalty: 6092.265137
	Iteration 69Q: 3 clusters Score -2.566617e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137212 members 
Mstep: Class 2 contains 78736 members 
Entering Unmasked Estep 
Score: -25666260.000000 Penalty: 6092.265137
	Iteration 70Q: 3 clusters Score -2.566626e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138721 members 
Mstep: Class 2 contains 77227 members 
Entering Unmasked Estep 
Score: -25666120.000000 Penalty: 6092.265137
	Iteration 71Q: 3 clusters Score -2.566612e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140218 members 
Mstep: Class 2 contains 75730 members 
Entering Unmasked Estep 
Score: -25666082.000000 Penalty: 6092.265137
	Iteration 72Q: 3 clusters Score -2.566608e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141777 members 
Mstep: Class 2 contains 74171 members 
Entering Unmasked Estep 
Score: -25665798.000000 Penalty: 6092.265137
	Iteration 73Q: 3 clusters Score -2.56658e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143346 members 
Mstep: Class 2 contains 72602 members 
Entering Unmasked Estep 
Score: -25665742.000000 Penalty: 6092.265137
	Iteration 74Q: 3 clusters Score -2.566574e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144966 members 
Mstep: Class 2 contains 70982 members 
Entering Unmasked Estep 
Score: -25665638.000000 Penalty: 6092.265137
	Iteration 75Q: 3 clusters Score -2.566564e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146611 members 
Mstep: Class 2 contains 69337 members 
Entering Unmasked Estep 
Score: -25665600.000000 Penalty: 6092.265137
	Iteration 76Q: 3 clusters Score -2.56656e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148293 members 
Mstep: Class 2 contains 67655 members 
Entering Unmasked Estep 
Score: -25665658.000000 Penalty: 6092.265137
	Iteration 77Q: 3 clusters Score -2.566566e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150214 members 
Mstep: Class 2 contains 65734 members 
Entering Unmasked Estep 
Score: -25665586.000000 Penalty: 6092.265137
	Iteration 78Q: 3 clusters Score -2.566559e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152250 members 
Mstep: Class 2 contains 63698 members 
Entering Unmasked Estep 
Score: -25665736.000000 Penalty: 6092.265137
	Iteration 79Q: 3 clusters Score -2.566574e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154390 members 
Mstep: Class 2 contains 61558 members 
Entering Unmasked Estep 
Score: -25665720.000000 Penalty: 6092.265137
	Iteration 80F: 3 clusters Score -2.566572e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156641 members 
Mstep: Class 2 contains 59307 members 
Entering Unmasked Estep 
Score: -25665812.000000 Penalty: 6092.265137
	Iteration 81Q: 3 clusters Score -2.566581e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158997 members 
Mstep: Class 2 contains 56951 members 
Entering Unmasked Estep 
Score: -25665812.000000 Penalty: 6092.265137
	Iteration 82Q: 3 clusters Score -2.566581e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161542 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -25665834.000000 Penalty: 6092.265137
	Iteration 83Q: 3 clusters Score -2.566583e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164373 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
Score: -25666042.000000 Penalty: 6092.265137
	Iteration 84Q: 3 clusters Score -2.566604e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167478 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -25666348.000000 Penalty: 6092.265137
	Iteration 85Q: 3 clusters Score -2.566635e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170703 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -25666642.000000 Penalty: 6092.265137
	Iteration 86Q: 3 clusters Score -2.566664e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173957 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -25667022.000000 Penalty: 6092.265137
	Iteration 87Q: 3 clusters Score -2.566702e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177353 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -25667352.000000 Penalty: 6092.265137
	Iteration 88Q: 3 clusters Score -2.566735e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180734 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -25667610.000000 Penalty: 6092.265137
	Iteration 89Q: 3 clusters Score -2.566761e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184119 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -25667992.000000 Penalty: 6092.265137
	Iteration 90Q: 3 clusters Score -2.566799e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187361 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -25668662.000000 Penalty: 6092.265137
	Iteration 91Q: 3 clusters Score -2.566866e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190431 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -25670010.000000 Penalty: 6092.265137
	Iteration 92Q: 3 clusters Score -2.567001e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193336 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -25671726.000000 Penalty: 6092.265137
	Iteration 93Q: 3 clusters Score -2.567173e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196053 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -25673412.000000 Penalty: 6092.265137
	Iteration 94Q: 3 clusters Score -2.567341e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198482 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -25674862.000000 Penalty: 6092.265137
	Iteration 95Q: 3 clusters Score -2.567486e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200662 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -25675836.000000 Penalty: 6092.265137
	Iteration 96Q: 3 clusters Score -2.567584e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202611 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -25676788.000000 Penalty: 6092.265137
	Iteration 97Q: 3 clusters Score -2.567679e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204410 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -25677520.000000 Penalty: 6092.265137
	Iteration 98Q: 3 clusters Score -2.567752e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206047 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -25678082.000000 Penalty: 6092.265137
	Iteration 99Q: 3 clusters Score -2.567808e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207504 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -25678676.000000 Penalty: 6092.265137
	Iteration 100F: 3 clusters Score -2.567868e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208715 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -25679114.000000 Penalty: 6092.265137
	Iteration 101Q: 3 clusters Score -2.567911e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209757 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -25679566.000000 Penalty: 6092.265137
	Iteration 102Q: 3 clusters Score -2.567957e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210612 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -25679712.000000 Penalty: 6092.265137
	Iteration 103Q: 3 clusters Score -2.567971e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211299 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -25679852.000000 Penalty: 6092.265137
	Iteration 104Q: 3 clusters Score -2.567985e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211854 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -25679888.000000 Penalty: 6092.265137
	Iteration 105Q: 3 clusters Score -2.567989e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212353 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -25679952.000000 Penalty: 6092.265137
	Iteration 106Q: 3 clusters Score -2.567995e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212748 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -25680012.000000 Penalty: 6092.265137
	Iteration 107Q: 3 clusters Score -2.568001e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213055 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -25679946.000000 Penalty: 6092.265137
	Iteration 108Q: 3 clusters Score -2.567995e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213263 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -25680020.000000 Penalty: 6092.265137
	Iteration 109Q: 3 clusters Score -2.568002e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213453 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -25680032.000000 Penalty: 6092.265137
	Iteration 110Q: 3 clusters Score -2.568003e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213612 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -25679962.000000 Penalty: 6092.265137
	Iteration 111Q: 3 clusters Score -2.567996e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213738 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -25679908.000000 Penalty: 6092.265137
	Iteration 112Q: 3 clusters Score -2.567991e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213834 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -25679902.000000 Penalty: 6092.265137
	Iteration 113Q: 3 clusters Score -2.56799e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213917 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -25679862.000000 Penalty: 6092.265137
	Iteration 114Q: 3 clusters Score -2.567986e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213991 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -25679932.000000 Penalty: 6092.265137
	Iteration 115Q: 3 clusters Score -2.567993e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214054 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -25679962.000000 Penalty: 6092.265137
	Iteration 116Q: 3 clusters Score -2.567996e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214096 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -25679968.000000 Penalty: 6092.265137
	Iteration 117Q: 3 clusters Score -2.567997e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214128 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -25679960.000000 Penalty: 6092.265137
	Iteration 118Q: 3 clusters Score -2.567996e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214166 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -25679988.000000 Penalty: 6092.265137
	Iteration 119Q: 3 clusters Score -2.567999e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214204 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -25679992.000000 Penalty: 6092.265137
	Iteration 120F: 3 clusters Score -2.567999e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214223 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -25679964.000000 Penalty: 6092.265137
	Iteration 121Q: 3 clusters Score -2.567996e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214238 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -25679978.000000 Penalty: 6092.265137
	Iteration 122Q: 3 clusters Score -2.567998e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214255 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -25680030.000000 Penalty: 6092.265137
	Iteration 123Q: 3 clusters Score -2.568003e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214270 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -25680040.000000 Penalty: 6092.265137
	Iteration 124Q: 3 clusters Score -2.568004e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214286 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -25680026.000000 Penalty: 6092.265137
	Iteration 125Q: 3 clusters Score -2.568003e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214299 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -25680000.000000 Penalty: 6092.265137
	Iteration 126Q: 3 clusters Score -2.568e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214305 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -25680014.000000 Penalty: 6092.265137
	Iteration 127Q: 3 clusters Score -2.568001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214313 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -25679996.000000 Penalty: 6092.265137
	Iteration 128Q: 3 clusters Score -2.568e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214321 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -25679978.000000 Penalty: 6092.265137
	Iteration 129Q: 3 clusters Score -2.567998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214327 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -25679982.000000 Penalty: 6092.265137
	Iteration 130Q: 3 clusters Score -2.567998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214328 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -25679996.000000 Penalty: 6092.265137
	Iteration 131Q: 3 clusters Score -2.568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214330 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -25679992.000000 Penalty: 6092.265137
	Iteration 132Q: 3 clusters Score -2.567999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214333 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -25679986.000000 Penalty: 6092.265137
	Iteration 133Q: 3 clusters Score -2.567999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214336 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -25679990.000000 Penalty: 6092.265137
	Iteration 134Q: 3 clusters Score -2.567999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214337 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -25679986.000000 Penalty: 6092.265137
	Iteration 135Q: 3 clusters Score -2.567999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214338 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -25679970.000000 Penalty: 6092.265137
	Iteration 136Q: 3 clusters Score -2.567997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214340 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -25679978.000000 Penalty: 6092.265137
	Iteration 137Q: 3 clusters Score -2.567998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214343 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -25679962.000000 Penalty: 6092.265137
	Iteration 138Q: 3 clusters Score -2.567996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214347 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -25679988.000000 Penalty: 6092.265137
	Iteration 139Q: 3 clusters Score -2.567999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214350 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -25679968.000000 Penalty: 6092.265137
	Iteration 140F: 3 clusters Score -2.567997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214356 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -25679976.000000 Penalty: 6092.265137
	Iteration 141Q: 3 clusters Score -2.567998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214361 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -25679980.000000 Penalty: 6092.265137
	Iteration 142Q: 3 clusters Score -2.567998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214367 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -25679974.000000 Penalty: 6092.265137
	Iteration 143Q: 3 clusters Score -2.567997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214371 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -25679966.000000 Penalty: 6092.265137
	Iteration 144Q: 3 clusters Score -2.567997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214372 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -25679968.000000 Penalty: 6092.265137
	Iteration 145Q: 3 clusters Score -2.567997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214371 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -25679966.000000 Penalty: 6092.265137
	Iteration 146Q: 3 clusters Score -2.567997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214371 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -25679966.000000 Penalty: 6092.265137
	Iteration 147F: 3 clusters Score -2.567997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Entering Unmasked Estep 
Score: -1838976.500000 Penalty: 2390.068115
	Iteration 0F: 2 clusters Score -1838976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1827918.250000 Penalty: 4780.136230
	Iteration 0F: 3 clusters Score -1827918 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1831356.000000 Penalty: 4780.136230
	Iteration 1F: 3 clusters Score -1831356 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1831696.250000 Penalty: 4780.136230
	Iteration 2F: 3 clusters Score -1831696 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1831965.625000 Penalty: 4780.136230
	Iteration 3Q: 3 clusters Score -1831966 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1832184.375000 Penalty: 4780.136230
	Iteration 4Q: 3 clusters Score -1832184 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1832362.375000 Penalty: 4780.136230
	Iteration 5Q: 3 clusters Score -1832362 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1832495.375000 Penalty: 4780.136230
	Iteration 6Q: 3 clusters Score -1832495 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1832623.875000 Penalty: 4780.136230
	Iteration 7Q: 3 clusters Score -1832624 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1832729.375000 Penalty: 4780.136230
	Iteration 8Q: 3 clusters Score -1832729 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1832835.000000 Penalty: 4780.136230
	Iteration 9Q: 3 clusters Score -1832835 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1832957.500000 Penalty: 4780.136230
	Iteration 10Q: 3 clusters Score -1832958 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1833108.375000 Penalty: 4780.136230
	Iteration 11Q: 3 clusters Score -1833108 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1833265.625000 Penalty: 4780.136230
	Iteration 12Q: 3 clusters Score -1833266 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1833475.000000 Penalty: 4780.136230
	Iteration 13Q: 3 clusters Score -1833475 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1833781.375000 Penalty: 4780.136230
	Iteration 14Q: 3 clusters Score -1833781 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1834224.375000 Penalty: 4780.136230
	Iteration 15Q: 3 clusters Score -1834224 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1834771.375000 Penalty: 4780.136230
	Iteration 16Q: 3 clusters Score -1834771 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1835369.375000 Penalty: 4780.136230
	Iteration 17Q: 3 clusters Score -1835369 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1835949.000000 Penalty: 4780.136230
	Iteration 18Q: 3 clusters Score -1835949 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1836363.375000 Penalty: 4780.136230
	Iteration 19Q: 3 clusters Score -1836363 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1836653.500000 Penalty: 4780.136230
	Iteration 20F: 3 clusters Score -1836654 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1836828.875000 Penalty: 4780.136230
	Iteration 21Q: 3 clusters Score -1836829 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1836933.000000 Penalty: 4780.136230
	Iteration 22Q: 3 clusters Score -1836933 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1836990.875000 Penalty: 4780.136230
	Iteration 23Q: 3 clusters Score -1836991 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1837030.625000 Penalty: 4780.136230
	Iteration 24Q: 3 clusters Score -1837031 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1837059.625000 Penalty: 4780.136230
	Iteration 25Q: 3 clusters Score -1837060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1837081.875000 Penalty: 4780.136230
	Iteration 26Q: 3 clusters Score -1837082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1837098.875000 Penalty: 4780.136230
	Iteration 27Q: 3 clusters Score -1837099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1837108.750000 Penalty: 4780.136230
	Iteration 28Q: 3 clusters Score -1837109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1837117.875000 Penalty: 4780.136230
	Iteration 29Q: 3 clusters Score -1837118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1837126.500000 Penalty: 4780.136230
	Iteration 30Q: 3 clusters Score -1837126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1837127.500000 Penalty: 4780.136230
	Iteration 31Q: 3 clusters Score -1837128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1837133.375000 Penalty: 4780.136230
	Iteration 32Q: 3 clusters Score -1837133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1837133.500000 Penalty: 4780.136230
	Iteration 33Q: 3 clusters Score -1837134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1837133.750000 Penalty: 4780.136230
	Iteration 34Q: 3 clusters Score -1837134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1837136.250000 Penalty: 4780.136230
	Iteration 35Q: 3 clusters Score -1837136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1837139.875000 Penalty: 4780.136230
	Iteration 36Q: 3 clusters Score -1837140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1837143.000000 Penalty: 4780.136230
	Iteration 37Q: 3 clusters Score -1837143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1837145.250000 Penalty: 4780.136230
	Iteration 38Q: 3 clusters Score -1837145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1837148.875000 Penalty: 4780.136230
	Iteration 39Q: 3 clusters Score -1837149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1837153.000000 Penalty: 4780.136230
	Iteration 40F: 3 clusters Score -1837153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1837153.250000 Penalty: 4780.136230
	Iteration 41Q: 3 clusters Score -1837153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1837152.125000 Penalty: 4780.136230
	Iteration 42Q: 3 clusters Score -1837152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1837152.125000 Penalty: 4780.136230
	Iteration 43F: 3 clusters Score -1837152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -119438.843750 Penalty: 1737.435669
	Iteration 0F: 2 clusters Score -119438.8 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 569 members 
Entering Unmasked Estep 
Score: -117420.210938 Penalty: 3474.871338
	Iteration 0F: 3 clusters Score -117420.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -117758.968750 Penalty: 3474.871338
	Iteration 1F: 3 clusters Score -117759 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -117884.171875 Penalty: 3474.871338
	Iteration 2F: 3 clusters Score -117884.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -117966.945312 Penalty: 3474.871338
	Iteration 3F: 3 clusters Score -117966.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -118021.554688 Penalty: 3474.871338
	Iteration 4Q: 3 clusters Score -118021.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -118079.281250 Penalty: 3474.871338
	Iteration 5Q: 3 clusters Score -118079.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -118132.695312 Penalty: 3474.871338
	Iteration 6Q: 3 clusters Score -118132.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -118173.890625 Penalty: 3474.871338
	Iteration 7Q: 3 clusters Score -118173.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -118200.445312 Penalty: 3474.871338
	Iteration 8Q: 3 clusters Score -118200.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -118223.820312 Penalty: 3474.871338
	Iteration 9Q: 3 clusters Score -118223.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -118253.148438 Penalty: 3474.871338
	Iteration 10Q: 3 clusters Score -118253.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -118284.875000 Penalty: 3474.871338
	Iteration 11Q: 3 clusters Score -118284.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -118317.054688 Penalty: 3474.871338
	Iteration 12Q: 3 clusters Score -118317.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -118358.820312 Penalty: 3474.871338
	Iteration 13Q: 3 clusters Score -118358.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -118391.828125 Penalty: 3474.871338
	Iteration 14Q: 3 clusters Score -118391.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -118411.015625 Penalty: 3474.871338
	Iteration 15Q: 3 clusters Score -118411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -118425.484375 Penalty: 3474.871338
	Iteration 16Q: 3 clusters Score -118425.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -118438.398438 Penalty: 3474.871338
	Iteration 17Q: 3 clusters Score -118438.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -118443.484375 Penalty: 3474.871338
	Iteration 18Q: 3 clusters Score -118443.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -118447.828125 Penalty: 3474.871338
	Iteration 19Q: 3 clusters Score -118447.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -118448.523438 Penalty: 3474.871338
	Iteration 20F: 3 clusters Score -118448.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2234 members 
Mstep: Class 3 contains 30974 members 
Mstep: Class 4 contains 16535 members 
Mstep: Class 5 contains 34791 members 
Mstep: Class 6 contains 23586 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 100923 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 5016 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5276 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 5079 members 
Mstep: Class 15 contains 46747 members 
Mstep: Class 16 contains 33329 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 10494 members 
Mstep: Class 19 contains 120280 members 
Mstep: Class 20 contains 215948 members 
Mstep: Class 21 contains 15327 members 
Mstep: Class 22 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046264.000000 Penalty: 73299.523438
Iteration 239Q: 23 clusters Score -8.004626e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2240 members 
Mstep: Class 3 contains 30995 members 
Mstep: Class 4 contains 16551 members 
Mstep: Class 5 contains 34728 members 
Mstep: Class 6 contains 23569 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 100718 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5267 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 5055 members 
Mstep: Class 15 contains 46717 members 
Mstep: Class 16 contains 33308 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 10483 members 
Mstep: Class 19 contains 120978 members 
Mstep: Class 20 contains 215605 members 
Mstep: Class 21 contains 15325 members 
Mstep: Class 22 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047336.000000 Penalty: 73299.523438
Iteration 240F: 23 clusters Score -8.004734e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2245 members 
Mstep: Class 3 contains 30981 members 
Mstep: Class 4 contains 16560 members 
Mstep: Class 5 contains 34654 members 
Mstep: Class 6 contains 23555 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 100479 members 
Mstep: Class 9 contains 5683 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5256 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 5033 members 
Mstep: Class 15 contains 46629 members 
Mstep: Class 16 contains 33275 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 10484 members 
Mstep: Class 19 contains 122633 members 
Mstep: Class 20 contains 214443 members 
Mstep: Class 21 contains 15326 members 
Mstep: Class 22 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047648.000000 Penalty: 73299.523438
Iteration 241Q: 23 clusters Score -8.004765e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2247 members 
Mstep: Class 3 contains 30980 members 
Mstep: Class 4 contains 16553 members 
Mstep: Class 5 contains 34557 members 
Mstep: Class 6 contains 23522 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 100156 members 
Mstep: Class 9 contains 5678 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5252 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 5011 members 
Mstep: Class 15 contains 46555 members 
Mstep: Class 16 contains 33237 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 10462 members 
Mstep: Class 19 contains 124123 members 
Mstep: Class 20 contains 213600 members 
Mstep: Class 21 contains 15324 members 
Mstep: Class 22 contains 1103 members 
Entering Unmasked Estep 
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Score: -80048120.000000 Penalty: 73299.523438
Iteration 242Q: 23 clusters Score -8.004812e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2250 members 
Mstep: Class 3 contains 30948 members 
Mstep: Class 4 contains 16541 members 
Mstep: Class 5 contains 34452 members 
Mstep: Class 6 contains 23496 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 99822 members 
Mstep: Class 9 contains 5674 members 
Mstep: Class 10 contains 4958 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5233 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4980 members 
Mstep: Class 15 contains 46510 members 
Mstep: Class 16 contains 33201 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 10443 members 
Mstep: Class 19 contains 125627 members 
Mstep: Class 20 contains 212777 members 
Mstep: Class 21 contains 15320 members 
Mstep: Class 22 contains 1103 members 
Entering Unmasked Estep 
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Iteration 243Q: 23 clusters Score -8.00485e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2252 members 
Mstep: Class 3 contains 30871 members 
Mstep: Class 4 contains 16514 members 
Mstep: Class 5 contains 34348 members 
Mstep: Class 6 contains 23458 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 99451 members 
Mstep: Class 9 contains 5671 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4946 members 
Mstep: Class 15 contains 46491 members 
Mstep: Class 16 contains 33175 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 10411 members 
Mstep: Class 19 contains 127009 members 
Mstep: Class 20 contains 212166 members 
Mstep: Class 21 contains 15316 members 
Mstep: Class 22 contains 1103 members 
Entering Unmasked Estep 
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Score: -80048800.000000 Penalty: 73299.523438
Iteration 244Q: 23 clusters Score -8.00488e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2255 members 
Mstep: Class 3 contains 30813 members 
Mstep: Class 4 contains 16490 members 
Mstep: Class 5 contains 34235 members 
Mstep: Class 6 contains 23430 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 99055 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 4914 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5214 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4930 members 
Mstep: Class 15 contains 46469 members 
Mstep: Class 16 contains 33153 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 10391 members 
Mstep: Class 19 contains 128506 members 
Mstep: Class 20 contains 211399 members 
Mstep: Class 21 contains 15314 members 
Mstep: Class 22 contains 1103 members 
Entering Unmasked Estep 
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Iteration 245Q: 23 clusters Score -8.004922e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2258 members 
Mstep: Class 3 contains 30756 members 
Mstep: Class 4 contains 16452 members 
Mstep: Class 5 contains 34145 members 
Mstep: Class 6 contains 23371 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 98690 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 4912 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5213 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4906 members 
Mstep: Class 15 contains 46478 members 
Mstep: Class 16 contains 33148 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 10365 members 
Mstep: Class 19 contains 129987 members 
Mstep: Class 20 contains 210570 members 
Mstep: Class 21 contains 15317 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Iteration 246Q: 23 clusters Score -8.004967e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2258 members 
Mstep: Class 3 contains 30711 members 
Mstep: Class 4 contains 16415 members 
Mstep: Class 5 contains 34055 members 
Mstep: Class 6 contains 23297 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 98296 members 
Mstep: Class 9 contains 5667 members 
Mstep: Class 10 contains 4910 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5204 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4885 members 
Mstep: Class 15 contains 46484 members 
Mstep: Class 16 contains 33152 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 10326 members 
Mstep: Class 19 contains 131362 members 
Mstep: Class 20 contains 209898 members 
Mstep: Class 21 contains 15315 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Iteration 247Q: 23 clusters Score -8.004959e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2260 members 
Mstep: Class 3 contains 30676 members 
Mstep: Class 4 contains 16370 members 
Mstep: Class 5 contains 33935 members 
Mstep: Class 6 contains 23234 members 
Mstep: Class 7 contains 1732 members 
Mstep: Class 8 contains 97907 members 
Mstep: Class 9 contains 5667 members 
Mstep: Class 10 contains 4904 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5202 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4864 members 
Mstep: Class 15 contains 46491 members 
Mstep: Class 16 contains 33142 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 10295 members 
Mstep: Class 19 contains 132748 members 
Mstep: Class 20 contains 209224 members 
Mstep: Class 21 contains 15315 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049464.000000 Penalty: 73299.523438
Iteration 248Q: 23 clusters Score -8.004946e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2264 members 
Mstep: Class 3 contains 30641 members 
Mstep: Class 4 contains 16328 members 
Mstep: Class 5 contains 33833 members 
Mstep: Class 6 contains 23161 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 97522 members 
Mstep: Class 9 contains 5665 members 
Mstep: Class 10 contains 4896 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5197 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4832 members 
Mstep: Class 15 contains 46509 members 
Mstep: Class 16 contains 33123 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10268 members 
Mstep: Class 19 contains 134209 members 
Mstep: Class 20 contains 208479 members 
Mstep: Class 21 contains 15311 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Score: -80049624.000000 Penalty: 73299.523438
Iteration 249Q: 23 clusters Score -8.004962e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2266 members 
Mstep: Class 3 contains 30592 members 
Mstep: Class 4 contains 16295 members 
Mstep: Class 5 contains 33755 members 
Mstep: Class 6 contains 23100 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 97177 members 
Mstep: Class 9 contains 5666 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5189 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4808 members 
Mstep: Class 15 contains 46545 members 
Mstep: Class 16 contains 33115 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 10241 members 
Mstep: Class 19 contains 135777 members 
Mstep: Class 20 contains 207527 members 
Mstep: Class 21 contains 15312 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
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Iteration 250Q: 23 clusters Score -8.00499e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 30537 members 
Mstep: Class 4 contains 16251 members 
Mstep: Class 5 contains 33673 members 
Mstep: Class 6 contains 23043 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 96879 members 
Mstep: Class 9 contains 5667 members 
Mstep: Class 10 contains 4866 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5190 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4788 members 
Mstep: Class 15 contains 46570 members 
Mstep: Class 16 contains 33122 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 10224 members 
Mstep: Class 19 contains 137202 members 
Mstep: Class 20 contains 206654 members 
Mstep: Class 21 contains 15312 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
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Iteration 251Q: 23 clusters Score -8.00501e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2266 members 
Mstep: Class 3 contains 30490 members 
Mstep: Class 4 contains 16217 members 
Mstep: Class 5 contains 33577 members 
Mstep: Class 6 contains 22981 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 96611 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 4841 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5197 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4768 members 
Mstep: Class 15 contains 46581 members 
Mstep: Class 16 contains 33128 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 10207 members 
Mstep: Class 19 contains 138516 members 
Mstep: Class 20 contains 205889 members 
Mstep: Class 21 contains 15311 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
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Iteration 252Q: 23 clusters Score -8.005026e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2265 members 
Mstep: Class 3 contains 30449 members 
Mstep: Class 4 contains 16169 members 
Mstep: Class 5 contains 33510 members 
Mstep: Class 6 contains 22909 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 96371 members 
Mstep: Class 9 contains 5667 members 
Mstep: Class 10 contains 4825 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5186 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4754 members 
Mstep: Class 15 contains 46578 members 
Mstep: Class 16 contains 33129 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10192 members 
Mstep: Class 19 contains 139794 members 
Mstep: Class 20 contains 205135 members 
Mstep: Class 21 contains 15316 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
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Iteration 253Q: 23 clusters Score -8.005039e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2264 members 
Mstep: Class 3 contains 30448 members 
Mstep: Class 4 contains 16135 members 
Mstep: Class 5 contains 33470 members 
Mstep: Class 6 contains 22876 members 
Mstep: Class 7 contains 1735 members 
Mstep: Class 8 contains 96128 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 4816 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5181 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4738 members 
Mstep: Class 15 contains 46603 members 
Mstep: Class 16 contains 33121 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 10183 members 
Mstep: Class 19 contains 141065 members 
Mstep: Class 20 contains 204232 members 
Mstep: Class 21 contains 15317 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
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Iteration 254Q: 23 clusters Score -8.005042e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2266 members 
Mstep: Class 3 contains 30453 members 
Mstep: Class 4 contains 16098 members 
Mstep: Class 5 contains 33442 members 
Mstep: Class 6 contains 22854 members 
Mstep: Class 7 contains 1737 members 
Mstep: Class 8 contains 95844 members 
Mstep: Class 9 contains 5676 members 
Mstep: Class 10 contains 4813 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5170 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4717 members 
Mstep: Class 15 contains 46633 members 
Mstep: Class 16 contains 33127 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 10162 members 
Mstep: Class 19 contains 142311 members 
Mstep: Class 20 contains 203363 members 
Mstep: Class 21 contains 15317 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
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Score: -80050424.000000 Penalty: 73299.523438
Iteration 255Q: 23 clusters Score -8.005042e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2270 members 
Mstep: Class 3 contains 30459 members 
Mstep: Class 4 contains 16072 members 
Mstep: Class 5 contains 33399 members 
Mstep: Class 6 contains 22803 members 
Mstep: Class 7 contains 1738 members 
Mstep: Class 8 contains 95636 members 
Mstep: Class 9 contains 5679 members 
Mstep: Class 10 contains 4812 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5172 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4693 members 
Mstep: Class 15 contains 46638 members 
Mstep: Class 16 contains 33124 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 10132 members 
Mstep: Class 19 contains 143509 members 
Mstep: Class 20 contains 202527 members 
Mstep: Class 21 contains 15321 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
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Iteration 256Q: 23 clusters Score -8.00503e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2273 members 
Mstep: Class 3 contains 30456 members 
Mstep: Class 4 contains 16060 members 
Mstep: Class 5 contains 33355 members 
Mstep: Class 6 contains 22751 members 
Mstep: Class 7 contains 1738 members 
Mstep: Class 8 contains 95461 members 
Mstep: Class 9 contains 5677 members 
Mstep: Class 10 contains 4808 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5161 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 46661 members 
Mstep: Class 16 contains 33117 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 10121 members 
Mstep: Class 19 contains 144687 members 
Mstep: Class 20 contains 201655 members 
Mstep: Class 21 contains 15327 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
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Iteration 257Q: 23 clusters Score -8.005047e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2276 members 
Mstep: Class 3 contains 30454 members 
Mstep: Class 4 contains 16031 members 
Mstep: Class 5 contains 33342 members 
Mstep: Class 6 contains 22738 members 
Mstep: Class 7 contains 1740 members 
Mstep: Class 8 contains 95310 members 
Mstep: Class 9 contains 5678 members 
Mstep: Class 10 contains 4806 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4662 members 
Mstep: Class 15 contains 46666 members 
Mstep: Class 16 contains 33122 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 10101 members 
Mstep: Class 19 contains 145901 members 
Mstep: Class 20 contains 200665 members 
Mstep: Class 21 contains 15331 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
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Iteration 258Q: 23 clusters Score -8.005056e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2276 members 
Mstep: Class 3 contains 30461 members 
Mstep: Class 4 contains 16010 members 
Mstep: Class 5 contains 33324 members 
Mstep: Class 6 contains 22722 members 
Mstep: Class 7 contains 1739 members 
Mstep: Class 8 contains 95156 members 
Mstep: Class 9 contains 5681 members 
Mstep: Class 10 contains 4813 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4663 members 
Mstep: Class 15 contains 46655 members 
Mstep: Class 16 contains 33106 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 10085 members 
Mstep: Class 19 contains 147042 members 
Mstep: Class 20 contains 199760 members 
Mstep: Class 21 contains 15332 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
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Iteration 259Q: 23 clusters Score -8.00506e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2274 members 
Mstep: Class 3 contains 30448 members 
Mstep: Class 4 contains 16000 members 
Mstep: Class 5 contains 33320 members 
Mstep: Class 6 contains 22682 members 
Mstep: Class 7 contains 1739 members 
Mstep: Class 8 contains 95006 members 
Mstep: Class 9 contains 5683 members 
Mstep: Class 10 contains 4830 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5159 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4657 members 
Mstep: Class 15 contains 46649 members 
Mstep: Class 16 contains 33104 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10077 members 
Mstep: Class 19 contains 148164 members 
Mstep: Class 20 contains 198870 members 
Mstep: Class 21 contains 15333 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
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Iteration 260F: 23 clusters Score -8.005087e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2277 members 
Mstep: Class 3 contains 30467 members 
Mstep: Class 4 contains 15975 members 
Mstep: Class 5 contains 33314 members 
Mstep: Class 6 contains 22654 members 
Mstep: Class 7 contains 1738 members 
Mstep: Class 8 contains 94849 members 
Mstep: Class 9 contains 5682 members 
Mstep: Class 10 contains 4834 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5158 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4656 members 
Mstep: Class 15 contains 46629 members 
Mstep: Class 16 contains 33085 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10066 members 
Mstep: Class 19 contains 149241 members 
Mstep: Class 20 contains 198043 members 
Mstep: Class 21 contains 15330 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
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Iteration 261Q: 23 clusters Score -8.005076e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2276 members 
Mstep: Class 3 contains 30495 members 
Mstep: Class 4 contains 15937 members 
Mstep: Class 5 contains 33313 members 
Mstep: Class 6 contains 22644 members 
Mstep: Class 7 contains 1738 members 
Mstep: Class 8 contains 94707 members 
Mstep: Class 9 contains 5683 members 
Mstep: Class 10 contains 4841 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4653 members 
Mstep: Class 15 contains 46641 members 
Mstep: Class 16 contains 33062 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10042 members 
Mstep: Class 19 contains 150418 members 
Mstep: Class 20 contains 197058 members 
Mstep: Class 21 contains 15327 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
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Iteration 262Q: 23 clusters Score -8.005038e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2277 members 
Mstep: Class 3 contains 30524 members 
Mstep: Class 4 contains 15911 members 
Mstep: Class 5 contains 33294 members 
Mstep: Class 6 contains 22636 members 
Mstep: Class 7 contains 1737 members 
Mstep: Class 8 contains 94592 members 
Mstep: Class 9 contains 5682 members 
Mstep: Class 10 contains 4840 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5178 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4644 members 
Mstep: Class 15 contains 46657 members 
Mstep: Class 16 contains 33043 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 10038 members 
Mstep: Class 19 contains 151611 members 
Mstep: Class 20 contains 196020 members 
Mstep: Class 21 contains 15324 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
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Iteration 263Q: 23 clusters Score -8.00502e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2281 members 
Mstep: Class 3 contains 30539 members 
Mstep: Class 4 contains 15886 members 
Mstep: Class 5 contains 33293 members 
Mstep: Class 6 contains 22619 members 
Mstep: Class 7 contains 1738 members 
Mstep: Class 8 contains 94504 members 
Mstep: Class 9 contains 5681 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5191 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4639 members 
Mstep: Class 15 contains 46676 members 
Mstep: Class 16 contains 33033 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 10031 members 
Mstep: Class 19 contains 152981 members 
Mstep: Class 20 contains 194758 members 
Mstep: Class 21 contains 15325 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
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Iteration 264Q: 23 clusters Score -8.004981e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2286 members 
Mstep: Class 3 contains 30528 members 
Mstep: Class 4 contains 15881 members 
Mstep: Class 5 contains 33300 members 
Mstep: Class 6 contains 22612 members 
Mstep: Class 7 contains 1741 members 
Mstep: Class 8 contains 94473 members 
Mstep: Class 9 contains 5680 members 
Mstep: Class 10 contains 4842 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4647 members 
Mstep: Class 15 contains 46699 members 
Mstep: Class 16 contains 33053 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 10030 members 
Mstep: Class 19 contains 154326 members 
Mstep: Class 20 contains 193389 members 
Mstep: Class 21 contains 15323 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
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Iteration 265Q: 23 clusters Score -8.004935e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2287 members 
Mstep: Class 3 contains 30518 members 
Mstep: Class 4 contains 15884 members 
Mstep: Class 5 contains 33277 members 
Mstep: Class 6 contains 22597 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 94466 members 
Mstep: Class 9 contains 5681 members 
Mstep: Class 10 contains 4849 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5213 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 46735 members 
Mstep: Class 16 contains 33072 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 10017 members 
Mstep: Class 19 contains 155731 members 
Mstep: Class 20 contains 191981 members 
Mstep: Class 21 contains 15319 members 
Mstep: Class 22 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048832.000000 Penalty: 73299.523438
Iteration 266Q: 23 clusters Score -8.004883e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2284 members 
Mstep: Class 3 contains 30504 members 
Mstep: Class 4 contains 15899 members 
Mstep: Class 5 contains 33272 members 
Mstep: Class 6 contains 22611 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 94486 members 
Mstep: Class 9 contains 5681 members 
Mstep: Class 10 contains 4855 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5221 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4654 members 
Mstep: Class 15 contains 46728 members 
Mstep: Class 16 contains 33079 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10013 members 
Mstep: Class 19 contains 157200 members 
Mstep: Class 20 contains 190468 members 
Mstep: Class 21 contains 15321 members 
Mstep: Class 22 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048560.000000 Penalty: 73299.523438
Iteration 267Q: 23 clusters Score -8.004856e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2283 members 
Mstep: Class 3 contains 30528 members 
Mstep: Class 4 contains 15951 members 
Mstep: Class 5 contains 33286 members 
Mstep: Class 6 contains 22630 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 94488 members 
Mstep: Class 9 contains 5677 members 
Mstep: Class 10 contains 4862 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5227 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4659 members 
Mstep: Class 15 contains 46716 members 
Mstep: Class 16 contains 33080 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 9999 members 
Mstep: Class 19 contains 158745 members 
Mstep: Class 20 contains 188822 members 
Mstep: Class 21 contains 15325 members 
Mstep: Class 22 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048128.000000 Penalty: 73299.523438
Iteration 268Q: 23 clusters Score -8.004813e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2287 members 
Mstep: Class 3 contains 30555 members 
Mstep: Class 4 contains 16008 members 
Mstep: Class 5 contains 33294 members 
Mstep: Class 6 contains 22648 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 94493 members 
Mstep: Class 9 contains 5672 members 
Mstep: Class 10 contains 4867 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5230 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4659 members 
Mstep: Class 15 contains 46712 members 
Mstep: Class 16 contains 33089 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 9989 members 
Mstep: Class 19 contains 160436 members 
Mstep: Class 20 contains 187021 members 
Mstep: Class 21 contains 15326 members 
Mstep: Class 22 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048208.000000 Penalty: 73299.523438
Iteration 269Q: 23 clusters Score -8.004821e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2287 members 
Mstep: Class 3 contains 30571 members 
Mstep: Class 4 contains 16067 members 
Mstep: Class 5 contains 33320 members 
Mstep: Class 6 contains 22662 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 94440 members 
Mstep: Class 9 contains 5667 members 
Mstep: Class 10 contains 4886 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5228 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4654 members 
Mstep: Class 15 contains 46726 members 
Mstep: Class 16 contains 33106 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 9990 members 
Mstep: Class 19 contains 162618 members 
Mstep: Class 20 contains 184737 members 
Mstep: Class 21 contains 15328 members 
Mstep: Class 22 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048096.000000 Penalty: 73299.523438
Iteration 270Q: 23 clusters Score -8.00481e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2287 members 
Mstep: Class 3 contains 30573 members 
Mstep: Class 4 contains 16128 members 
Mstep: Class 5 contains 33351 members 
Mstep: Class 6 contains 22662 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 94400 members 
Mstep: Class 9 contains 5661 members 
Mstep: Class 10 contains 4893 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5230 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4652 members 
Mstep: Class 15 contains 46725 members 
Mstep: Class 16 contains 33111 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 9996 members 
Mstep: Class 19 contains 165303 members 
Mstep: Class 20 contains 181989 members 
Mstep: Class 21 contains 15331 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048472.000000 Penalty: 73299.523438
Iteration 271Q: 23 clusters Score -8.004847e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2289 members 
Mstep: Class 3 contains 30553 members 
Mstep: Class 4 contains 16172 members 
Mstep: Class 5 contains 33385 members 
Mstep: Class 6 contains 22676 members 
Mstep: Class 7 contains 1744 members 
Mstep: Class 8 contains 94312 members 
Mstep: Class 9 contains 5656 members 
Mstep: Class 10 contains 4902 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5226 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4666 members 
Mstep: Class 15 contains 46686 members 
Mstep: Class 16 contains 33108 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 9999 members 
Mstep: Class 19 contains 168462 members 
Mstep: Class 20 contains 178872 members 
Mstep: Class 21 contains 15331 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048824.000000 Penalty: 73299.523438
Iteration 272Q: 23 clusters Score -8.004882e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2286 members 
Mstep: Class 3 contains 30524 members 
Mstep: Class 4 contains 16197 members 
Mstep: Class 5 contains 33411 members 
Mstep: Class 6 contains 22677 members 
Mstep: Class 7 contains 1745 members 
Mstep: Class 8 contains 94187 members 
Mstep: Class 9 contains 5656 members 
Mstep: Class 10 contains 4914 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5229 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4672 members 
Mstep: Class 15 contains 46679 members 
Mstep: Class 16 contains 33111 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 10000 members 
Mstep: Class 19 contains 171948 members 
Mstep: Class 20 contains 175472 members 
Mstep: Class 21 contains 15336 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049488.000000 Penalty: 73299.523438
Iteration 273Q: 23 clusters Score -8.004949e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2285 members 
Mstep: Class 3 contains 30480 members 
Mstep: Class 4 contains 16216 members 
Mstep: Class 5 contains 33456 members 
Mstep: Class 6 contains 22676 members 
Mstep: Class 7 contains 1746 members 
Mstep: Class 8 contains 94039 members 
Mstep: Class 9 contains 5655 members 
Mstep: Class 10 contains 4918 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5247 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4692 members 
Mstep: Class 15 contains 46648 members 
Mstep: Class 16 contains 33097 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 10001 members 
Mstep: Class 19 contains 175972 members 
Mstep: Class 20 contains 171580 members 
Mstep: Class 21 contains 15341 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80049888.000000 Penalty: 73299.523438
Iteration 274Q: 23 clusters Score -8.004989e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2284 members 
Mstep: Class 3 contains 30414 members 
Mstep: Class 4 contains 16230 members 
Mstep: Class 5 contains 33455 members 
Mstep: Class 6 contains 22651 members 
Mstep: Class 7 contains 1748 members 
Mstep: Class 8 contains 93856 members 
Mstep: Class 9 contains 5656 members 
Mstep: Class 10 contains 4908 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5258 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4698 members 
Mstep: Class 15 contains 46660 members 
Mstep: Class 16 contains 33085 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 10011 members 
Mstep: Class 19 contains 180428 members 
Mstep: Class 20 contains 167365 members 
Mstep: Class 21 contains 15345 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050320.000000 Penalty: 73299.523438
Iteration 275Q: 23 clusters Score -8.005032e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2282 members 
Mstep: Class 3 contains 30372 members 
Mstep: Class 4 contains 16256 members 
Mstep: Class 5 contains 33423 members 
Mstep: Class 6 contains 22623 members 
Mstep: Class 7 contains 1749 members 
Mstep: Class 8 contains 93665 members 
Mstep: Class 9 contains 5657 members 
Mstep: Class 10 contains 4885 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5264 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4697 members 
Mstep: Class 15 contains 46651 members 
Mstep: Class 16 contains 33057 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 10012 members 
Mstep: Class 19 contains 185260 members 
Mstep: Class 20 contains 162847 members 
Mstep: Class 21 contains 15351 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80050832.000000 Penalty: 73299.523438
Iteration 276Q: 23 clusters Score -8.005083e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2282 members 
Mstep: Class 3 contains 30320 members 
Mstep: Class 4 contains 16249 members 
Mstep: Class 5 contains 33385 members 
Mstep: Class 6 contains 22585 members 
Mstep: Class 7 contains 1754 members 
Mstep: Class 8 contains 93487 members 
Mstep: Class 9 contains 5658 members 
Mstep: Class 10 contains 4853 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5270 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4696 members 
Mstep: Class 15 contains 46651 members 
Mstep: Class 16 contains 33019 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 10027 members 
Mstep: Class 19 contains 190408 members 
Mstep: Class 20 contains 158048 members 
Mstep: Class 21 contains 15357 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052152.000000 Penalty: 73299.523438
Iteration 277Q: 23 clusters Score -8.005215e+07 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2281 members 
Mstep: Class 3 contains 30266 members 
Mstep: Class 4 contains 16237 members 
Mstep: Class 5 contains 33341 members 
Mstep: Class 6 contains 22533 members 
Mstep: Class 7 contains 1759 members 
Mstep: Class 8 contains 93258 members 
Mstep: Class 9 contains 5660 members 
Mstep: Class 10 contains 4797 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 5269 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4704 members 
Mstep: Class 15 contains 46641 members 
Mstep: Class 16 contains 32980 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 10028 members 
Mstep: Class 19 contains 196552 members 
Mstep: Class 20 contains 152384 members 
Mstep: Class 21 contains 15359 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80053584.000000 Penalty: 73299.523438
Iteration 278Q: 23 clusters Score -8.005358e+07 nChanged 11493
Entering ConstructFrom: 
Score: -80053584.000000 Penalty: 73299.523438
Entering ConstructFrom: 
Trying to split cluster 1 (5674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Entering Unmasked Estep 
Score: -651118.750000 Penalty: 2143.625244
	Iteration 0F: 2 clusters Score -651118.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -646204.375000 Penalty: 4287.250488
	Iteration 0F: 3 clusters Score -646204.4 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -647523.187500 Penalty: 4287.250488
	Iteration 1F: 3 clusters Score -647523.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -647980.625000 Penalty: 4287.250488
	Iteration 2F: 3 clusters Score -647980.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -648345.875000 Penalty: 4287.250488
	Iteration 3F: 3 clusters Score -648345.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -648689.062500 Penalty: 4287.250488
	Iteration 4F: 3 clusters Score -648689.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -649000.187500 Penalty: 4287.250488
	Iteration 5F: 3 clusters Score -649000.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -649279.937500 Penalty: 4287.250488
	Iteration 6F: 3 clusters Score -649279.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -649474.437500 Penalty: 4287.250488
	Iteration 7Q: 3 clusters Score -649474.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -649636.687500 Penalty: 4287.250488
	Iteration 8Q: 3 clusters Score -649636.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -649750.687500 Penalty: 4287.250488
	Iteration 9Q: 3 clusters Score -649750.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -649815.812500 Penalty: 4287.250488
	Iteration 10Q: 3 clusters Score -649815.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -649854.500000 Penalty: 4287.250488
	Iteration 11Q: 3 clusters Score -649854.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -649880.437500 Penalty: 4287.250488
	Iteration 12Q: 3 clusters Score -649880.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -649901.125000 Penalty: 4287.250488
	Iteration 13Q: 3 clusters Score -649901.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -649918.375000 Penalty: 4287.250488
	Iteration 14Q: 3 clusters Score -649918.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -649928.125000 Penalty: 4287.250488
	Iteration 15Q: 3 clusters Score -649928.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -649941.500000 Penalty: 4287.250488
	Iteration 16Q: 3 clusters Score -649941.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -649953.812500 Penalty: 4287.250488
	Iteration 17Q: 3 clusters Score -649953.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -649965.875000 Penalty: 4287.250488
	Iteration 18Q: 3 clusters Score -649965.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -649971.437500 Penalty: 4287.250488
	Iteration 19Q: 3 clusters Score -649971.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -649978.000000 Penalty: 4287.250488
	Iteration 20F: 3 clusters Score -649978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -649983.375000 Penalty: 4287.250488
	Iteration 21Q: 3 clusters Score -649983.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -649989.500000 Penalty: 4287.250488
	Iteration 22Q: 3 clusters Score -649989.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -649995.000000 Penalty: 4287.250488
	Iteration 23Q: 3 clusters Score -649995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -650005.000000 Penalty: 4287.250488
	Iteration 24Q: 3 clusters Score -650005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -650014.875000 Penalty: 4287.250488
	Iteration 25Q: 3 clusters Score -650014.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -650020.875000 Penalty: 4287.250488
	Iteration 26Q: 3 clusters Score -650020.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -650025.875000 Penalty: 4287.250488
	Iteration 27Q: 3 clusters Score -650025.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -650027.437500 Penalty: 4287.250488
	Iteration 28Q: 3 clusters Score -650027.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -650028.625000 Penalty: 4287.250488
	Iteration 29Q: 3 clusters Score -650028.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -650031.125000 Penalty: 4287.250488
	Iteration 30Q: 3 clusters Score -650031.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -650032.437500 Penalty: 4287.250488
	Iteration 31Q: 3 clusters Score -650032.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -650033.375000 Penalty: 4287.250488
	Iteration 32Q: 3 clusters Score -650033.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -650033.375000 Penalty: 4287.250488
	Iteration 33F: 3 clusters Score -650033.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Entering Unmasked Estep 
Score: -258832.828125 Penalty: 1917.953491
	Iteration 0F: 2 clusters Score -258832.8 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 1146 members 
Entering Unmasked Estep 
Score: -256077.015625 Penalty: 3835.906982
	Iteration 0F: 3 clusters Score -256077 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -256734.109375 Penalty: 3835.906982
	Iteration 1F: 3 clusters Score -256734.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -257069.078125 Penalty: 3835.906982
	Iteration 2F: 3 clusters Score -257069.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -257428.468750 Penalty: 3835.906982
	Iteration 3F: 3 clusters Score -257428.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -257771.890625 Penalty: 3835.906982
	Iteration 4F: 3 clusters Score -257771.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -258091.531250 Penalty: 3835.906982
	Iteration 5F: 3 clusters Score -258091.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -258306.531250 Penalty: 3835.906982
	Iteration 6F: 3 clusters Score -258306.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -258426.140625 Penalty: 3835.906982
	Iteration 7Q: 3 clusters Score -258426.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -258490.625000 Penalty: 3835.906982
	Iteration 8Q: 3 clusters Score -258490.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -258522.328125 Penalty: 3835.906982
	Iteration 9Q: 3 clusters Score -258522.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -258532.843750 Penalty: 3835.906982
	Iteration 10Q: 3 clusters Score -258532.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -258537.328125 Penalty: 3835.906982
	Iteration 11Q: 3 clusters Score -258537.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -258540.375000 Penalty: 3835.906982
	Iteration 12Q: 3 clusters Score -258540.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -258543.046875 Penalty: 3835.906982
	Iteration 13Q: 3 clusters Score -258543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -258547.578125 Penalty: 3835.906982
	Iteration 14Q: 3 clusters Score -258547.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -258549.500000 Penalty: 3835.906982
	Iteration 15Q: 3 clusters Score -258549.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -258549.984375 Penalty: 3835.906982
	Iteration 16Q: 3 clusters Score -258550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -258549.984375 Penalty: 3835.906982
	Iteration 17F: 3 clusters Score -258550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Entering Unmasked Estep 
Score: -3668836.250000 Penalty: 2558.235352
	Iteration 0F: 2 clusters Score -3668836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -3647976.500000 Penalty: 5116.470703
	Iteration 0F: 3 clusters Score -3647976 nChanged 13580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -3655712.500000 Penalty: 5116.470703
	Iteration 1F: 3 clusters Score -3655712 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -3656218.250000 Penalty: 5116.470703
	Iteration 2Q: 3 clusters Score -3656218 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -3656772.750000 Penalty: 5116.470703
	Iteration 3Q: 3 clusters Score -3656773 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -3657399.750000 Penalty: 5116.470703
	Iteration 4Q: 3 clusters Score -3657400 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -3658202.750000 Penalty: 5116.470703
	Iteration 5Q: 3 clusters Score -3658203 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -3659272.250000 Penalty: 5116.470703
	Iteration 6F: 3 clusters Score -3659272 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -3660659.500000 Penalty: 5116.470703
	Iteration 7F: 3 clusters Score -3660660 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -3662233.500000 Penalty: 5116.470703
	Iteration 8F: 3 clusters Score -3662234 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -3663547.750000 Penalty: 5116.470703
	Iteration 9Q: 3 clusters Score -3663548 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -3664489.500000 Penalty: 5116.470703
	Iteration 10Q: 3 clusters Score -3664490 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -3665140.500000 Penalty: 5116.470703
	Iteration 11Q: 3 clusters Score -3665140 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3665551.000000 Penalty: 5116.470703
	Iteration 12Q: 3 clusters Score -3665551 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -3665826.250000 Penalty: 5116.470703
	Iteration 13Q: 3 clusters Score -3665826 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3666017.500000 Penalty: 5116.470703
	Iteration 14Q: 3 clusters Score -3666018 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3666164.500000 Penalty: 5116.470703
	Iteration 15Q: 3 clusters Score -3666164 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3666281.250000 Penalty: 5116.470703
	Iteration 16Q: 3 clusters Score -3666281 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3666347.000000 Penalty: 5116.470703
	Iteration 17Q: 3 clusters Score -3666347 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3666414.500000 Penalty: 5116.470703
	Iteration 18Q: 3 clusters Score -3666414 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3666463.250000 Penalty: 5116.470703
	Iteration 19Q: 3 clusters Score -3666463 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3666499.750000 Penalty: 5116.470703
	Iteration 20F: 3 clusters Score -3666500 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3666542.000000 Penalty: 5116.470703
	Iteration 21Q: 3 clusters Score -3666542 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3666573.500000 Penalty: 5116.470703
	Iteration 22Q: 3 clusters Score -3666574 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3666591.500000 Penalty: 5116.470703
	Iteration 23Q: 3 clusters Score -3666592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3666600.500000 Penalty: 5116.470703
	Iteration 24Q: 3 clusters Score -3666600 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3666628.250000 Penalty: 5116.470703
	Iteration 25Q: 3 clusters Score -3666628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3666631.000000 Penalty: 5116.470703
	Iteration 26Q: 3 clusters Score -3666631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3666644.500000 Penalty: 5116.470703
	Iteration 27Q: 3 clusters Score -3666644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3666646.250000 Penalty: 5116.470703
	Iteration 28Q: 3 clusters Score -3666646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3666650.750000 Penalty: 5116.470703
	Iteration 29Q: 3 clusters Score -3666651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3666658.250000 Penalty: 5116.470703
	Iteration 30Q: 3 clusters Score -3666658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3666660.750000 Penalty: 5116.470703
	Iteration 31Q: 3 clusters Score -3666661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3666663.250000 Penalty: 5116.470703
	Iteration 32Q: 3 clusters Score -3666663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3666674.500000 Penalty: 5116.470703
	Iteration 33Q: 3 clusters Score -3666674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3666670.750000 Penalty: 5116.470703
	Iteration 34Q: 3 clusters Score -3666671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3666673.750000 Penalty: 5116.470703
	Iteration 35Q: 3 clusters Score -3666674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3666680.000000 Penalty: 5116.470703
	Iteration 36Q: 3 clusters Score -3666680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3666677.500000 Penalty: 5116.470703
	Iteration 37Q: 3 clusters Score -3666678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3666681.500000 Penalty: 5116.470703
	Iteration 38Q: 3 clusters Score -3666682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3666681.750000 Penalty: 5116.470703
	Iteration 39Q: 3 clusters Score -3666682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3666684.000000 Penalty: 5116.470703
	Iteration 40F: 3 clusters Score -3666684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Entering Unmasked Estep 
Score: -1954053.125000 Penalty: 2402.716797
	Iteration 0F: 2 clusters Score -1954053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1942490.500000 Penalty: 4805.433594
	Iteration 0F: 3 clusters Score -1942490 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1946069.125000 Penalty: 4805.433594
	Iteration 1F: 3 clusters Score -1946069 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1946433.625000 Penalty: 4805.433594
	Iteration 2F: 3 clusters Score -1946434 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1946683.625000 Penalty: 4805.433594
	Iteration 3Q: 3 clusters Score -1946684 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1946893.375000 Penalty: 4805.433594
	Iteration 4Q: 3 clusters Score -1946893 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1947084.500000 Penalty: 4805.433594
	Iteration 5Q: 3 clusters Score -1947084 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1947279.625000 Penalty: 4805.433594
	Iteration 6Q: 3 clusters Score -1947280 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1947491.375000 Penalty: 4805.433594
	Iteration 7Q: 3 clusters Score -1947491 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1947683.000000 Penalty: 4805.433594
	Iteration 8Q: 3 clusters Score -1947683 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1947900.375000 Penalty: 4805.433594
	Iteration 9Q: 3 clusters Score -1947900 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1948171.000000 Penalty: 4805.433594
	Iteration 10Q: 3 clusters Score -1948171 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1948435.250000 Penalty: 4805.433594
	Iteration 11Q: 3 clusters Score -1948435 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1948781.375000 Penalty: 4805.433594
	Iteration 12Q: 3 clusters Score -1948781 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1949184.875000 Penalty: 4805.433594
	Iteration 13Q: 3 clusters Score -1949185 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1949612.250000 Penalty: 4805.433594
	Iteration 14Q: 3 clusters Score -1949612 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1949961.750000 Penalty: 4805.433594
	Iteration 15Q: 3 clusters Score -1949962 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1950231.625000 Penalty: 4805.433594
	Iteration 16Q: 3 clusters Score -1950232 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1950403.875000 Penalty: 4805.433594
	Iteration 17Q: 3 clusters Score -1950404 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1950522.250000 Penalty: 4805.433594
	Iteration 18Q: 3 clusters Score -1950522 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1950599.250000 Penalty: 4805.433594
	Iteration 19Q: 3 clusters Score -1950599 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1950653.625000 Penalty: 4805.433594
	Iteration 20F: 3 clusters Score -1950654 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1950717.250000 Penalty: 4805.433594
	Iteration 21Q: 3 clusters Score -1950717 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1950768.875000 Penalty: 4805.433594
	Iteration 22Q: 3 clusters Score -1950769 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1950814.750000 Penalty: 4805.433594
	Iteration 23Q: 3 clusters Score -1950815 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1950847.375000 Penalty: 4805.433594
	Iteration 24Q: 3 clusters Score -1950847 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1950864.500000 Penalty: 4805.433594
	Iteration 25Q: 3 clusters Score -1950864 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1950881.375000 Penalty: 4805.433594
	Iteration 26Q: 3 clusters Score -1950881 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1950914.875000 Penalty: 4805.433594
	Iteration 27Q: 3 clusters Score -1950915 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1950939.000000 Penalty: 4805.433594
	Iteration 28Q: 3 clusters Score -1950939 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1950958.875000 Penalty: 4805.433594
	Iteration 29Q: 3 clusters Score -1950959 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1950985.750000 Penalty: 4805.433594
	Iteration 30Q: 3 clusters Score -1950986 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1951013.250000 Penalty: 4805.433594
	Iteration 31Q: 3 clusters Score -1951013 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1951036.000000 Penalty: 4805.433594
	Iteration 32Q: 3 clusters Score -1951036 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1951047.750000 Penalty: 4805.433594
	Iteration 33Q: 3 clusters Score -1951048 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1951068.625000 Penalty: 4805.433594
	Iteration 34Q: 3 clusters Score -1951069 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1951084.000000 Penalty: 4805.433594
	Iteration 35Q: 3 clusters Score -1951084 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1951109.500000 Penalty: 4805.433594
	Iteration 36Q: 3 clusters Score -1951110 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1951139.625000 Penalty: 4805.433594
	Iteration 37Q: 3 clusters Score -1951140 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1951181.125000 Penalty: 4805.433594
	Iteration 38Q: 3 clusters Score -1951181 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1951240.375000 Penalty: 4805.433594
	Iteration 39Q: 3 clusters Score -1951240 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1951310.000000 Penalty: 4805.433594
	Iteration 40F: 3 clusters Score -1951310 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1951377.125000 Penalty: 4805.433594
	Iteration 41Q: 3 clusters Score -1951377 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1951436.875000 Penalty: 4805.433594
	Iteration 42Q: 3 clusters Score -1951437 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1951481.500000 Penalty: 4805.433594
	Iteration 43Q: 3 clusters Score -1951482 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1951514.375000 Penalty: 4805.433594
	Iteration 44Q: 3 clusters Score -1951514 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1951531.000000 Penalty: 4805.433594
	Iteration 45Q: 3 clusters Score -1951531 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1951550.000000 Penalty: 4805.433594
	Iteration 46Q: 3 clusters Score -1951550 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1951560.625000 Penalty: 4805.433594
	Iteration 47Q: 3 clusters Score -1951561 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1951574.875000 Penalty: 4805.433594
	Iteration 48Q: 3 clusters Score -1951575 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1951585.750000 Penalty: 4805.433594
	Iteration 49Q: 3 clusters Score -1951586 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1951604.500000 Penalty: 4805.433594
	Iteration 50Q: 3 clusters Score -1951604 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1951618.875000 Penalty: 4805.433594
	Iteration 51Q: 3 clusters Score -1951619 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1951644.375000 Penalty: 4805.433594
	Iteration 52Q: 3 clusters Score -1951644 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1951661.375000 Penalty: 4805.433594
	Iteration 53Q: 3 clusters Score -1951661 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1951672.125000 Penalty: 4805.433594
	Iteration 54Q: 3 clusters Score -1951672 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1951689.125000 Penalty: 4805.433594
	Iteration 55Q: 3 clusters Score -1951689 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1951701.250000 Penalty: 4805.433594
	Iteration 56Q: 3 clusters Score -1951701 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1951715.125000 Penalty: 4805.433594
	Iteration 57Q: 3 clusters Score -1951715 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1951726.750000 Penalty: 4805.433594
	Iteration 58Q: 3 clusters Score -1951727 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1951737.625000 Penalty: 4805.433594
	Iteration 59Q: 3 clusters Score -1951738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1951746.875000 Penalty: 4805.433594
	Iteration 60F: 3 clusters Score -1951747 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1951759.125000 Penalty: 4805.433594
	Iteration 61Q: 3 clusters Score -1951759 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1951768.375000 Penalty: 4805.433594
	Iteration 62Q: 3 clusters Score -1951768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1951770.500000 Penalty: 4805.433594
	Iteration 63Q: 3 clusters Score -1951770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1951778.125000 Penalty: 4805.433594
	Iteration 64Q: 3 clusters Score -1951778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1951781.250000 Penalty: 4805.433594
	Iteration 65Q: 3 clusters Score -1951781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1951787.625000 Penalty: 4805.433594
	Iteration 66Q: 3 clusters Score -1951788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1951790.500000 Penalty: 4805.433594
	Iteration 67Q: 3 clusters Score -1951790 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1951803.500000 Penalty: 4805.433594
	Iteration 68Q: 3 clusters Score -1951804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1951806.875000 Penalty: 4805.433594
	Iteration 69Q: 3 clusters Score -1951807 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1951813.500000 Penalty: 4805.433594
	Iteration 70Q: 3 clusters Score -1951814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1951819.500000 Penalty: 4805.433594
	Iteration 71Q: 3 clusters Score -1951820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1951824.250000 Penalty: 4805.433594
	Iteration 72Q: 3 clusters Score -1951824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1951836.250000 Penalty: 4805.433594
	Iteration 73Q: 3 clusters Score -1951836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1951847.500000 Penalty: 4805.433594
	Iteration 74Q: 3 clusters Score -1951848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1951849.875000 Penalty: 4805.433594
	Iteration 75Q: 3 clusters Score -1951850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1951852.000000 Penalty: 4805.433594
	Iteration 76Q: 3 clusters Score -1951852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1951853.375000 Penalty: 4805.433594
	Iteration 77Q: 3 clusters Score -1951853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1951850.750000 Penalty: 4805.433594
	Iteration 78Q: 3 clusters Score -1951851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1951857.250000 Penalty: 4805.433594
	Iteration 79Q: 3 clusters Score -1951857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1951858.500000 Penalty: 4805.433594
	Iteration 80F: 3 clusters Score -1951858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1951862.500000 Penalty: 4805.433594
	Iteration 81Q: 3 clusters Score -1951862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1951863.625000 Penalty: 4805.433594
	Iteration 82Q: 3 clusters Score -1951864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -1951866.375000 Penalty: 4805.433594
	Iteration 83Q: 3 clusters Score -1951866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1951862.500000 Penalty: 4805.433594
	Iteration 84Q: 3 clusters Score -1951862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1951864.375000 Penalty: 4805.433594
	Iteration 85Q: 3 clusters Score -1951864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1951864.750000 Penalty: 4805.433594
	Iteration 86Q: 3 clusters Score -1951865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1951868.000000 Penalty: 4805.433594
	Iteration 87Q: 3 clusters Score -1951868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1951873.000000 Penalty: 4805.433594
	Iteration 88Q: 3 clusters Score -1951873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1951875.250000 Penalty: 4805.433594
	Iteration 89Q: 3 clusters Score -1951875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1951878.125000 Penalty: 4805.433594
	Iteration 90Q: 3 clusters Score -1951878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1951887.000000 Penalty: 4805.433594
	Iteration 91Q: 3 clusters Score -1951887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1951888.000000 Penalty: 4805.433594
	Iteration 92Q: 3 clusters Score -1951888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1951892.000000 Penalty: 4805.433594
	Iteration 93Q: 3 clusters Score -1951892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1951897.125000 Penalty: 4805.433594
	Iteration 94Q: 3 clusters Score -1951897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1951897.250000 Penalty: 4805.433594
	Iteration 95Q: 3 clusters Score -1951897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1951896.500000 Penalty: 4805.433594
	Iteration 96Q: 3 clusters Score -1951896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1951899.000000 Penalty: 4805.433594
	Iteration 97Q: 3 clusters Score -1951899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1951898.625000 Penalty: 4805.433594
	Iteration 98Q: 3 clusters Score -1951899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1951900.625000 Penalty: 4805.433594
	Iteration 99Q: 3 clusters Score -1951901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1951901.250000 Penalty: 4805.433594
	Iteration 100F: 3 clusters Score -1951901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1951905.125000 Penalty: 4805.433594
	Iteration 101Q: 3 clusters Score -1951905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1951906.125000 Penalty: 4805.433594
	Iteration 102Q: 3 clusters Score -1951906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1951910.500000 Penalty: 4805.433594
	Iteration 103Q: 3 clusters Score -1951910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1951913.500000 Penalty: 4805.433594
	Iteration 104Q: 3 clusters Score -1951914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1951915.875000 Penalty: 4805.433594
	Iteration 105Q: 3 clusters Score -1951916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1951915.375000 Penalty: 4805.433594
	Iteration 106Q: 3 clusters Score -1951915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1951915.000000 Penalty: 4805.433594
	Iteration 107Q: 3 clusters Score -1951915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1951912.375000 Penalty: 4805.433594
	Iteration 108Q: 3 clusters Score -1951912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1951916.125000 Penalty: 4805.433594
	Iteration 109Q: 3 clusters Score -1951916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1951919.125000 Penalty: 4805.433594
	Iteration 110Q: 3 clusters Score -1951919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1951920.375000 Penalty: 4805.433594
	Iteration 111Q: 3 clusters Score -1951920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1951920.625000 Penalty: 4805.433594
	Iteration 112Q: 3 clusters Score -1951921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1951921.500000 Penalty: 4805.433594
	Iteration 113Q: 3 clusters Score -1951922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1951921.125000 Penalty: 4805.433594
	Iteration 114Q: 3 clusters Score -1951921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1951923.500000 Penalty: 4805.433594
	Iteration 115Q: 3 clusters Score -1951924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1951926.875000 Penalty: 4805.433594
	Iteration 116Q: 3 clusters Score -1951927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1951925.375000 Penalty: 4805.433594
	Iteration 117Q: 3 clusters Score -1951925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1951927.125000 Penalty: 4805.433594
	Iteration 118Q: 3 clusters Score -1951927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1951926.375000 Penalty: 4805.433594
	Iteration 119Q: 3 clusters Score -1951926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1951930.500000 Penalty: 4805.433594
	Iteration 120F: 3 clusters Score -1951930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1951928.750000 Penalty: 4805.433594
	Iteration 121Q: 3 clusters Score -1951929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1951926.375000 Penalty: 4805.433594
	Iteration 122Q: 3 clusters Score -1951926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1951927.125000 Penalty: 4805.433594
	Iteration 123Q: 3 clusters Score -1951927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1951925.125000 Penalty: 4805.433594
	Iteration 124Q: 3 clusters Score -1951925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1951925.125000 Penalty: 4805.433594
	Iteration 125F: 3 clusters Score -1951925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Entering Unmasked Estep 
Score: -4027316.000000 Penalty: 2582.441895
	Iteration 0F: 2 clusters Score -4027316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -4004547.500000 Penalty: 5164.883789
	Iteration 0F: 3 clusters Score -4004548 nChanged 15149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -4012789.750000 Penalty: 5164.883789
	Iteration 1F: 3 clusters Score -4012790 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -4013530.000000 Penalty: 5164.883789
	Iteration 2F: 3 clusters Score -4013530 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -4014416.250000 Penalty: 5164.883789
	Iteration 3Q: 3 clusters Score -4014416 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -4015496.750000 Penalty: 5164.883789
	Iteration 4F: 3 clusters Score -4015497 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -4016673.500000 Penalty: 5164.883789
	Iteration 5F: 3 clusters Score -4016674 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -4017968.250000 Penalty: 5164.883789
	Iteration 6F: 3 clusters Score -4017968 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -4019435.500000 Penalty: 5164.883789
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -4021024 nChanged 1946
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -4022366 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4023387 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -4024033.250000 Penalty: 5164.883789
	Iteration 11Q: 3 clusters Score -4024033 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4024477 nChanged 576
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4024789 nChanged 517
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4025056 nChanged 462
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4025226 nChanged 413
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4025386 nChanged 359
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Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4025500 nChanged 309
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4025586 nChanged 288
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4025659 nChanged 256
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4025710 nChanged 239
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Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4025758 nChanged 227
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Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4025792 nChanged 212
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4025868 nChanged 200
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4025893 nChanged 187
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Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4025942 nChanged 199
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Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4025970 nChanged 184
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Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4026007 nChanged 171
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Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4026042 nChanged 161
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4026073 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4026119 nChanged 140
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4026145 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4026162 nChanged 114
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4026188 nChanged 105
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Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4026208 nChanged 102
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Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4026220 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4026230 nChanged 108
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Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4026263 nChanged 93
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Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4026283 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4026295 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4026306 nChanged 95
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Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4026316 nChanged 86
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Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4026332 nChanged 70
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Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4026328 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4026347 nChanged 59
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Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4026345 nChanged 63
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Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -4026357.750000 Penalty: 5164.883789
	Iteration 46Q: 3 clusters Score -4026358 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4026375 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -4026392.750000 Penalty: 5164.883789
	Iteration 48Q: 3 clusters Score -4026393 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4026400 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -4026398.500000 Penalty: 5164.883789
	Iteration 50Q: 3 clusters Score -4026398 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -4026401.250000 Penalty: 5164.883789
	Iteration 51Q: 3 clusters Score -4026401 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4026398 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -4026417.000000 Penalty: 5164.883789
	Iteration 53Q: 3 clusters Score -4026417 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -4026434.500000 Penalty: 5164.883789
	Iteration 54Q: 3 clusters Score -4026434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -4026441.750000 Penalty: 5164.883789
	Iteration 55Q: 3 clusters Score -4026442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -4026443.000000 Penalty: 5164.883789
	Iteration 56Q: 3 clusters Score -4026443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4026448 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4026441 nChanged 31
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Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4026443 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -4026450.250000 Penalty: 5164.883789
	Iteration 60F: 3 clusters Score -4026450 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4026447 nChanged 34
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Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4026442 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -4026456.250000 Penalty: 5164.883789
	Iteration 63Q: 3 clusters Score -4026456 nChanged 29
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Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4026462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4026474 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4026478 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4026485 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4026490 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -4026482.250000 Penalty: 5164.883789
	Iteration 69Q: 3 clusters Score -4026482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -4026491.500000 Penalty: 5164.883789
	Iteration 70Q: 3 clusters Score -4026492 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4026495 nChanged 25
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Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 28570 members 
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	Iteration 72Q: 3 clusters Score -4026490 nChanged 21
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Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4026489 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4026500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
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	Iteration 75Q: 3 clusters Score -4026502 nChanged 17
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Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 28645 members 
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	Iteration 76Q: 3 clusters Score -4026500 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4026500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4026507 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4026505 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4568 members 
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Entering Unmasked Estep 
Score: -4026511.250000 Penalty: 5164.883789
	Iteration 80F: 3 clusters Score -4026511 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4026512 nChanged 34
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Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -4026514.000000 Penalty: 5164.883789
	Iteration 82Q: 3 clusters Score -4026514 nChanged 25
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Mstep: Class 1 contains 4484 members 
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Entering Unmasked Estep 
Score: -4026517.250000 Penalty: 5164.883789
	Iteration 83Q: 3 clusters Score -4026517 nChanged 20
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Mstep: Class 1 contains 4464 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4026522 nChanged 25
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Mstep: Class 1 contains 4439 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4026520 nChanged 20
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Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4026524 nChanged 26
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Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4026528 nChanged 18
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Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -4026525.500000 Penalty: 5164.883789
	Iteration 88Q: 3 clusters Score -4026526 nChanged 15
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Mstep: Class 1 contains 4360 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4026532 nChanged 10
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Mstep: Class 1 contains 4350 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4026534 nChanged 10
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Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4026535 nChanged 9
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Mstep: Class 1 contains 4331 members 
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Entering Unmasked Estep 
Score: -4026540.250000 Penalty: 5164.883789
	Iteration 92Q: 3 clusters Score -4026540 nChanged 16
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Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4026541 nChanged 19
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Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4026540 nChanged 20
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Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -4026536.250000 Penalty: 5164.883789
	Iteration 95Q: 3 clusters Score -4026536 nChanged 15
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Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -4026539.500000 Penalty: 5164.883789
	Iteration 96Q: 3 clusters Score -4026540 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -4026543.750000 Penalty: 5164.883789
	Iteration 97Q: 3 clusters Score -4026544 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -4026545.750000 Penalty: 5164.883789
	Iteration 98Q: 3 clusters Score -4026546 nChanged 17
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Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -4026549.500000 Penalty: 5164.883789
	Iteration 99Q: 3 clusters Score -4026550 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -4026552.250000 Penalty: 5164.883789
	Iteration 100F: 3 clusters Score -4026552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -4026551.750000 Penalty: 5164.883789
	Iteration 101Q: 3 clusters Score -4026552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -4026548.250000 Penalty: 5164.883789
	Iteration 102Q: 3 clusters Score -4026548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -4026546.250000 Penalty: 5164.883789
	Iteration 103Q: 3 clusters Score -4026546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -4026556.250000 Penalty: 5164.883789
	Iteration 104Q: 3 clusters Score -4026556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -4026557.500000 Penalty: 5164.883789
	Iteration 105Q: 3 clusters Score -4026558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -4026553.250000 Penalty: 5164.883789
	Iteration 106Q: 3 clusters Score -4026553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -4026559.250000 Penalty: 5164.883789
	Iteration 107Q: 3 clusters Score -4026559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -4026562.000000 Penalty: 5164.883789
	Iteration 108Q: 3 clusters Score -4026562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -4026561.750000 Penalty: 5164.883789
	Iteration 109Q: 3 clusters Score -4026562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -4026559.250000 Penalty: 5164.883789
	Iteration 110Q: 3 clusters Score -4026559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -4026566.000000 Penalty: 5164.883789
	Iteration 111Q: 3 clusters Score -4026566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -4026571.500000 Penalty: 5164.883789
	Iteration 112Q: 3 clusters Score -4026572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -4026570.750000 Penalty: 5164.883789
	Iteration 113Q: 3 clusters Score -4026571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -4026568.000000 Penalty: 5164.883789
	Iteration 114Q: 3 clusters Score -4026568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -4026571.500000 Penalty: 5164.883789
	Iteration 115Q: 3 clusters Score -4026572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -4026567.000000 Penalty: 5164.883789
	Iteration 116Q: 3 clusters Score -4026567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -4026569.250000 Penalty: 5164.883789
	Iteration 117Q: 3 clusters Score -4026569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -4026565.750000 Penalty: 5164.883789
	Iteration 118Q: 3 clusters Score -4026566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -4026569.500000 Penalty: 5164.883789
	Iteration 119Q: 3 clusters Score -4026570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -4026573.750000 Penalty: 5164.883789
	Iteration 120F: 3 clusters Score -4026574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -4026582.250000 Penalty: 5164.883789
	Iteration 121Q: 3 clusters Score -4026582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -4026577.750000 Penalty: 5164.883789
	Iteration 122Q: 3 clusters Score -4026578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -4026588.750000 Penalty: 5164.883789
	Iteration 123Q: 3 clusters Score -4026589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -4026594.000000 Penalty: 5164.883789
	Iteration 124Q: 3 clusters Score -4026594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -4026591.750000 Penalty: 5164.883789
	Iteration 125Q: 3 clusters Score -4026592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -4026585.250000 Penalty: 5164.883789
	Iteration 126Q: 3 clusters Score -4026585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -4026583.250000 Penalty: 5164.883789
	Iteration 127Q: 3 clusters Score -4026583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -4026585.500000 Penalty: 5164.883789
	Iteration 128Q: 3 clusters Score -4026586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -4026593.250000 Penalty: 5164.883789
	Iteration 129Q: 3 clusters Score -4026593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -4026596.750000 Penalty: 5164.883789
	Iteration 130Q: 3 clusters Score -4026597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -4026601.750000 Penalty: 5164.883789
	Iteration 131Q: 3 clusters Score -4026602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -4026610.750000 Penalty: 5164.883789
	Iteration 132Q: 3 clusters Score -4026611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -4026604.250000 Penalty: 5164.883789
	Iteration 133Q: 3 clusters Score -4026604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -4026606.000000 Penalty: 5164.883789
	Iteration 134Q: 3 clusters Score -4026606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -4026605.500000 Penalty: 5164.883789
	Iteration 135Q: 3 clusters Score -4026606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -4026604.500000 Penalty: 5164.883789
	Iteration 136Q: 3 clusters Score -4026604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -4026606.750000 Penalty: 5164.883789
	Iteration 137Q: 3 clusters Score -4026607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -4026601.750000 Penalty: 5164.883789
	Iteration 138Q: 3 clusters Score -4026602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -4026601.750000 Penalty: 5164.883789
	Iteration 139F: 3 clusters Score -4026602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Entering Unmasked Estep 
Score: -2709484.750000 Penalty: 2484.513428
	Iteration 0F: 2 clusters Score -2709485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2693791.000000 Penalty: 4969.026855
	Iteration 0F: 3 clusters Score -2693791 nChanged 9873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2699108.000000 Penalty: 4969.026855
	Iteration 1F: 3 clusters Score -2699108 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2699629.500000 Penalty: 4969.026855
	Iteration 2F: 3 clusters Score -2699630 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2700104.500000 Penalty: 4969.026855
	Iteration 3F: 3 clusters Score -2700104 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2700589.750000 Penalty: 4969.026855
	Iteration 4Q: 3 clusters Score -2700590 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2701116.750000 Penalty: 4969.026855
	Iteration 5Q: 3 clusters Score -2701117 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2701655.500000 Penalty: 4969.026855
	Iteration 6Q: 3 clusters Score -2701656 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2702260.750000 Penalty: 4969.026855
	Iteration 7Q: 3 clusters Score -2702261 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2702921.500000 Penalty: 4969.026855
	Iteration 8F: 3 clusters Score -2702922 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2703649.250000 Penalty: 4969.026855
	Iteration 9F: 3 clusters Score -2703649 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2704397.000000 Penalty: 4969.026855
	Iteration 10F: 3 clusters Score -2704397 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2704950.500000 Penalty: 4969.026855
	Iteration 11Q: 3 clusters Score -2704950 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2705346.500000 Penalty: 4969.026855
	Iteration 12Q: 3 clusters Score -2705346 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2705586.250000 Penalty: 4969.026855
	Iteration 13Q: 3 clusters Score -2705586 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2705758.000000 Penalty: 4969.026855
	Iteration 14Q: 3 clusters Score -2705758 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2705895.250000 Penalty: 4969.026855
	Iteration 15Q: 3 clusters Score -2705895 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2706012.000000 Penalty: 4969.026855
	Iteration 16Q: 3 clusters Score -2706012 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2706108.000000 Penalty: 4969.026855
	Iteration 17Q: 3 clusters Score -2706108 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2706184.500000 Penalty: 4969.026855
	Iteration 18Q: 3 clusters Score -2706184 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2706246.000000 Penalty: 4969.026855
	Iteration 19Q: 3 clusters Score -2706246 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2706329.500000 Penalty: 4969.026855
	Iteration 20F: 3 clusters Score -2706330 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2706375.000000 Penalty: 4969.026855
	Iteration 21Q: 3 clusters Score -2706375 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2706438.500000 Penalty: 4969.026855
	Iteration 22Q: 3 clusters Score -2706438 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2706478.500000 Penalty: 4969.026855
	Iteration 23Q: 3 clusters Score -2706478 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2706530.750000 Penalty: 4969.026855
	Iteration 24Q: 3 clusters Score -2706531 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2706556.000000 Penalty: 4969.026855
	Iteration 25Q: 3 clusters Score -2706556 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2706591.000000 Penalty: 4969.026855
	Iteration 26Q: 3 clusters Score -2706591 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2706632.000000 Penalty: 4969.026855
	Iteration 27Q: 3 clusters Score -2706632 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2706660.500000 Penalty: 4969.026855
	Iteration 28Q: 3 clusters Score -2706660 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2706699.250000 Penalty: 4969.026855
	Iteration 29Q: 3 clusters Score -2706699 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2706737.750000 Penalty: 4969.026855
	Iteration 30Q: 3 clusters Score -2706738 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -2706782.000000 Penalty: 4969.026855
	Iteration 31Q: 3 clusters Score -2706782 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2706815.750000 Penalty: 4969.026855
	Iteration 32Q: 3 clusters Score -2706816 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2706854.000000 Penalty: 4969.026855
	Iteration 33Q: 3 clusters Score -2706854 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -2706882.500000 Penalty: 4969.026855
	Iteration 34Q: 3 clusters Score -2706882 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2706930.750000 Penalty: 4969.026855
	Iteration 35Q: 3 clusters Score -2706931 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -2706979.000000 Penalty: 4969.026855
	Iteration 36Q: 3 clusters Score -2706979 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2707023.250000 Penalty: 4969.026855
	Iteration 37Q: 3 clusters Score -2707023 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2707065.500000 Penalty: 4969.026855
	Iteration 38Q: 3 clusters Score -2707066 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2707096.250000 Penalty: 4969.026855
	Iteration 39Q: 3 clusters Score -2707096 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2707128.000000 Penalty: 4969.026855
	Iteration 40F: 3 clusters Score -2707128 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2707163.500000 Penalty: 4969.026855
	Iteration 41Q: 3 clusters Score -2707164 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2707205.000000 Penalty: 4969.026855
	Iteration 42Q: 3 clusters Score -2707205 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2707231.250000 Penalty: 4969.026855
	Iteration 43Q: 3 clusters Score -2707231 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2707270.750000 Penalty: 4969.026855
	Iteration 44Q: 3 clusters Score -2707271 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -2707295.250000 Penalty: 4969.026855
	Iteration 45Q: 3 clusters Score -2707295 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -2707321.250000 Penalty: 4969.026855
	Iteration 46Q: 3 clusters Score -2707321 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2707342.000000 Penalty: 4969.026855
	Iteration 47Q: 3 clusters Score -2707342 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -2707357.750000 Penalty: 4969.026855
	Iteration 48Q: 3 clusters Score -2707358 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2707371.000000 Penalty: 4969.026855
	Iteration 49Q: 3 clusters Score -2707371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2707385.000000 Penalty: 4969.026855
	Iteration 50Q: 3 clusters Score -2707385 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2707400.000000 Penalty: 4969.026855
	Iteration 51Q: 3 clusters Score -2707400 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2707413.250000 Penalty: 4969.026855
	Iteration 52Q: 3 clusters Score -2707413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2707421.000000 Penalty: 4969.026855
	Iteration 53Q: 3 clusters Score -2707421 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2707431.250000 Penalty: 4969.026855
	Iteration 54Q: 3 clusters Score -2707431 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2707439.000000 Penalty: 4969.026855
	Iteration 55Q: 3 clusters Score -2707439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2707446.750000 Penalty: 4969.026855
	Iteration 56Q: 3 clusters Score -2707447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2707459.250000 Penalty: 4969.026855
	Iteration 57Q: 3 clusters Score -2707459 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2707471.500000 Penalty: 4969.026855
	Iteration 58Q: 3 clusters Score -2707472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2707481.250000 Penalty: 4969.026855
	Iteration 59Q: 3 clusters Score -2707481 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2707488.500000 Penalty: 4969.026855
	Iteration 60F: 3 clusters Score -2707488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -2707498.750000 Penalty: 4969.026855
	Iteration 61Q: 3 clusters Score -2707499 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2707506.000000 Penalty: 4969.026855
	Iteration 62Q: 3 clusters Score -2707506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2707507.000000 Penalty: 4969.026855
	Iteration 63Q: 3 clusters Score -2707507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2707520.000000 Penalty: 4969.026855
	Iteration 64Q: 3 clusters Score -2707520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2707521.000000 Penalty: 4969.026855
	Iteration 65Q: 3 clusters Score -2707521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -2707534.000000 Penalty: 4969.026855
	Iteration 66Q: 3 clusters Score -2707534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -2707535.750000 Penalty: 4969.026855
	Iteration 67Q: 3 clusters Score -2707536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -2707544.500000 Penalty: 4969.026855
	Iteration 68Q: 3 clusters Score -2707544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -2707545.500000 Penalty: 4969.026855
	Iteration 69Q: 3 clusters Score -2707546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2707547.750000 Penalty: 4969.026855
	Iteration 70Q: 3 clusters Score -2707548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2707553.000000 Penalty: 4969.026855
	Iteration 71Q: 3 clusters Score -2707553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -2707556.750000 Penalty: 4969.026855
	Iteration 72Q: 3 clusters Score -2707557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -2707563.500000 Penalty: 4969.026855
	Iteration 73Q: 3 clusters Score -2707564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -2707562.000000 Penalty: 4969.026855
	Iteration 74Q: 3 clusters Score -2707562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -2707561.500000 Penalty: 4969.026855
	Iteration 75Q: 3 clusters Score -2707562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -2707566.750000 Penalty: 4969.026855
	Iteration 76Q: 3 clusters Score -2707567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -2707575.250000 Penalty: 4969.026855
	Iteration 77Q: 3 clusters Score -2707575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2707585.500000 Penalty: 4969.026855
	Iteration 78Q: 3 clusters Score -2707586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2707585.250000 Penalty: 4969.026855
	Iteration 79Q: 3 clusters Score -2707585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -2707589.000000 Penalty: 4969.026855
	Iteration 80F: 3 clusters Score -2707589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2707588.000000 Penalty: 4969.026855
	Iteration 81Q: 3 clusters Score -2707588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2707592.750000 Penalty: 4969.026855
	Iteration 82Q: 3 clusters Score -2707593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -2707594.750000 Penalty: 4969.026855
	Iteration 83Q: 3 clusters Score -2707595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -2707593.250000 Penalty: 4969.026855
	Iteration 84Q: 3 clusters Score -2707593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -2707595.750000 Penalty: 4969.026855
	Iteration 85Q: 3 clusters Score -2707596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -2707590.250000 Penalty: 4969.026855
	Iteration 86Q: 3 clusters Score -2707590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2707589.500000 Penalty: 4969.026855
	Iteration 87Q: 3 clusters Score -2707590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -2707590.750000 Penalty: 4969.026855
	Iteration 88Q: 3 clusters Score -2707591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -2707591.000000 Penalty: 4969.026855
	Iteration 89Q: 3 clusters Score -2707591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -2707594.000000 Penalty: 4969.026855
	Iteration 90Q: 3 clusters Score -2707594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -2707594.750000 Penalty: 4969.026855
	Iteration 91Q: 3 clusters Score -2707595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -2707595.250000 Penalty: 4969.026855
	Iteration 92Q: 3 clusters Score -2707595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -2707594.250000 Penalty: 4969.026855
	Iteration 93Q: 3 clusters Score -2707594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -2707592.500000 Penalty: 4969.026855
	Iteration 94Q: 3 clusters Score -2707592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -2707597.500000 Penalty: 4969.026855
	Iteration 95Q: 3 clusters Score -2707598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -2707595.250000 Penalty: 4969.026855
	Iteration 96Q: 3 clusters Score -2707595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2707599.500000 Penalty: 4969.026855
	Iteration 97Q: 3 clusters Score -2707600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -2707597.000000 Penalty: 4969.026855
	Iteration 98Q: 3 clusters Score -2707597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -2707594.750000 Penalty: 4969.026855
	Iteration 99Q: 3 clusters Score -2707595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -2707598.500000 Penalty: 4969.026855
	Iteration 100F: 3 clusters Score -2707598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2707604.000000 Penalty: 4969.026855
	Iteration 101Q: 3 clusters Score -2707604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -2707607.750000 Penalty: 4969.026855
	Iteration 102Q: 3 clusters Score -2707608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -2707607.000000 Penalty: 4969.026855
	Iteration 103Q: 3 clusters Score -2707607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -2707609.500000 Penalty: 4969.026855
	Iteration 104Q: 3 clusters Score -2707610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -2707607.000000 Penalty: 4969.026855
	Iteration 105Q: 3 clusters Score -2707607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2707606.500000 Penalty: 4969.026855
	Iteration 106Q: 3 clusters Score -2707606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2707607.250000 Penalty: 4969.026855
	Iteration 107Q: 3 clusters Score -2707607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -2707606.000000 Penalty: 4969.026855
	Iteration 108Q: 3 clusters Score -2707606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -2707604.250000 Penalty: 4969.026855
	Iteration 109Q: 3 clusters Score -2707604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -2707606.250000 Penalty: 4969.026855
	Iteration 110Q: 3 clusters Score -2707606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -2707605.250000 Penalty: 4969.026855
	Iteration 111Q: 3 clusters Score -2707605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -2707609.250000 Penalty: 4969.026855
	Iteration 112Q: 3 clusters Score -2707609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2707611.250000 Penalty: 4969.026855
	Iteration 113Q: 3 clusters Score -2707611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -2707609.750000 Penalty: 4969.026855
	Iteration 114Q: 3 clusters Score -2707610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2707613.000000 Penalty: 4969.026855
	Iteration 115Q: 3 clusters Score -2707613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2707614.250000 Penalty: 4969.026855
	Iteration 116Q: 3 clusters Score -2707614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2707614.000000 Penalty: 4969.026855
	Iteration 117Q: 3 clusters Score -2707614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -2707615.250000 Penalty: 4969.026855
	Iteration 118Q: 3 clusters Score -2707615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -2707614.000000 Penalty: 4969.026855
	Iteration 119Q: 3 clusters Score -2707614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -2707613.000000 Penalty: 4969.026855
	Iteration 120F: 3 clusters Score -2707613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2707618.000000 Penalty: 4969.026855
	Iteration 121Q: 3 clusters Score -2707618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -2707620.250000 Penalty: 4969.026855
	Iteration 122Q: 3 clusters Score -2707620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -2707621.500000 Penalty: 4969.026855
	Iteration 123Q: 3 clusters Score -2707622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2707619.750000 Penalty: 4969.026855
	Iteration 124Q: 3 clusters Score -2707620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -2707620.500000 Penalty: 4969.026855
	Iteration 125Q: 3 clusters Score -2707620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2707620.000000 Penalty: 4969.026855
	Iteration 126Q: 3 clusters Score -2707620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -2707618.000000 Penalty: 4969.026855
	Iteration 127Q: 3 clusters Score -2707618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -2707618.500000 Penalty: 4969.026855
	Iteration 128Q: 3 clusters Score -2707618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -2707619.500000 Penalty: 4969.026855
	Iteration 129Q: 3 clusters Score -2707620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2707624.500000 Penalty: 4969.026855
	Iteration 130Q: 3 clusters Score -2707624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2707623.500000 Penalty: 4969.026855
	Iteration 131Q: 3 clusters Score -2707624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -2707624.500000 Penalty: 4969.026855
	Iteration 132Q: 3 clusters Score -2707624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -2707624.500000 Penalty: 4969.026855
	Iteration 133F: 3 clusters Score -2707624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Entering Unmasked Estep 
Score: -208916.468750 Penalty: 1852.898071
	Iteration 0F: 2 clusters Score -208916.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -206400.921875 Penalty: 3705.796143
	Iteration 0F: 3 clusters Score -206400.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -206821.718750 Penalty: 3705.796143
	Iteration 1F: 3 clusters Score -206821.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -206936.609375 Penalty: 3705.796143
	Iteration 2F: 3 clusters Score -206936.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -207011.687500 Penalty: 3705.796143
	Iteration 3Q: 3 clusters Score -207011.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -207055.609375 Penalty: 3705.796143
	Iteration 4Q: 3 clusters Score -207055.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -207080.296875 Penalty: 3705.796143
	Iteration 5Q: 3 clusters Score -207080.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -207106.359375 Penalty: 3705.796143
	Iteration 6Q: 3 clusters Score -207106.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -207126.062500 Penalty: 3705.796143
	Iteration 7Q: 3 clusters Score -207126.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -207138.984375 Penalty: 3705.796143
	Iteration 8Q: 3 clusters Score -207139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -207144.406250 Penalty: 3705.796143
	Iteration 9Q: 3 clusters Score -207144.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -207152.484375 Penalty: 3705.796143
	Iteration 10Q: 3 clusters Score -207152.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -207157.890625 Penalty: 3705.796143
	Iteration 11Q: 3 clusters Score -207157.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -207161.468750 Penalty: 3705.796143
	Iteration 12Q: 3 clusters Score -207161.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -207164.468750 Penalty: 3705.796143
	Iteration 13Q: 3 clusters Score -207164.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -207166.312500 Penalty: 3705.796143
	Iteration 14Q: 3 clusters Score -207166.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -207169.078125 Penalty: 3705.796143
	Iteration 15Q: 3 clusters Score -207169.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -207172.531250 Penalty: 3705.796143
	Iteration 16Q: 3 clusters Score -207172.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -207176.109375 Penalty: 3705.796143
	Iteration 17Q: 3 clusters Score -207176.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -207178.031250 Penalty: 3705.796143
	Iteration 18Q: 3 clusters Score -207178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -207179.359375 Penalty: 3705.796143
	Iteration 19Q: 3 clusters Score -207179.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -207182.125000 Penalty: 3705.796143
	Iteration 20F: 3 clusters Score -207182.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -207184.734375 Penalty: 3705.796143
	Iteration 21Q: 3 clusters Score -207184.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -207184.734375 Penalty: 3705.796143
	Iteration 22F: 3 clusters Score -207184.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (92787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92787 members 
Entering Unmasked Estep 
Score: -11106641.000000 Penalty: 2836.639404
	Iteration 0F: 2 clusters Score -1.110664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -11044810.000000 Penalty: 5673.278809
	Iteration 0F: 3 clusters Score -1.104481e+07 nChanged 43596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -11069846.000000 Penalty: 5673.278809
	Iteration 1F: 3 clusters Score -1.106985e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -11070816.000000 Penalty: 5673.278809
	Iteration 2Q: 3 clusters Score -1.107082e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 53179 members 
Entering Unmasked Estep 
Score: -11072074.000000 Penalty: 5673.278809
	Iteration 3Q: 3 clusters Score -1.107207e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 56866 members 
Entering Unmasked Estep 
Score: -11074243.000000 Penalty: 5673.278809
	Iteration 4Q: 3 clusters Score -1.107424e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -11077820.000000 Penalty: 5673.278809
	Iteration 5F: 3 clusters Score -1.107782e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 68641 members 
Entering Unmasked Estep 
Score: -11083273.000000 Penalty: 5673.278809
	Iteration 6F: 3 clusters Score -1.108327e+07 nChanged 7754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 76001 members 
Entering Unmasked Estep 
Score: -11090126.000000 Penalty: 5673.278809
	Iteration 7F: 3 clusters Score -1.109013e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 82254 members 
Entering Unmasked Estep 
Score: -11096386.000000 Penalty: 5673.278809
	Iteration 8F: 3 clusters Score -1.109639e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 86206 members 
Entering Unmasked Estep 
Score: -11100739.000000 Penalty: 5673.278809
	Iteration 9Q: 3 clusters Score -1.110074e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 88017 members 
Entering Unmasked Estep 
Score: -11102813.000000 Penalty: 5673.278809
	Iteration 10Q: 3 clusters Score -1.110281e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 88736 members 
Entering Unmasked Estep 
Score: -11103718.000000 Penalty: 5673.278809
	Iteration 11Q: 3 clusters Score -1.110372e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 89095 members 
Entering Unmasked Estep 
Score: -11104086.000000 Penalty: 5673.278809
	Iteration 12Q: 3 clusters Score -1.110409e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 89342 members 
Entering Unmasked Estep 
Score: -11104250.000000 Penalty: 5673.278809
	Iteration 13Q: 3 clusters Score -1.110425e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 89539 members 
Entering Unmasked Estep 
Score: -11104307.000000 Penalty: 5673.278809
	Iteration 14Q: 3 clusters Score -1.110431e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 89699 members 
Entering Unmasked Estep 
Score: -11104389.000000 Penalty: 5673.278809
	Iteration 15Q: 3 clusters Score -1.110439e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 89833 members 
Entering Unmasked Estep 
Score: -11104437.000000 Penalty: 5673.278809
	Iteration 16Q: 3 clusters Score -1.110444e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 89943 members 
Entering Unmasked Estep 
Score: -11104451.000000 Penalty: 5673.278809
	Iteration 17Q: 3 clusters Score -1.110445e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 90023 members 
Entering Unmasked Estep 
Score: -11104479.000000 Penalty: 5673.278809
	Iteration 18Q: 3 clusters Score -1.110448e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 90096 members 
Entering Unmasked Estep 
Score: -11104480.000000 Penalty: 5673.278809
	Iteration 19Q: 3 clusters Score -1.110448e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 90156 members 
Entering Unmasked Estep 
Score: -11104492.000000 Penalty: 5673.278809
	Iteration 20F: 3 clusters Score -1.110449e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 90211 members 
Entering Unmasked Estep 
Score: -11104522.000000 Penalty: 5673.278809
	Iteration 21Q: 3 clusters Score -1.110452e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 90257 members 
Entering Unmasked Estep 
Score: -11104541.000000 Penalty: 5673.278809
	Iteration 22Q: 3 clusters Score -1.110454e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 90301 members 
Entering Unmasked Estep 
Score: -11104563.000000 Penalty: 5673.278809
	Iteration 23Q: 3 clusters Score -1.110456e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 90336 members 
Entering Unmasked Estep 
Score: -11104601.000000 Penalty: 5673.278809
	Iteration 24Q: 3 clusters Score -1.11046e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -11104591.000000 Penalty: 5673.278809
	Iteration 25Q: 3 clusters Score -1.110459e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 90410 members 
Entering Unmasked Estep 
Score: -11104600.000000 Penalty: 5673.278809
	Iteration 26Q: 3 clusters Score -1.11046e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 90448 members 
Entering Unmasked Estep 
Score: -11104611.000000 Penalty: 5673.278809
	Iteration 27Q: 3 clusters Score -1.110461e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 90476 members 
Entering Unmasked Estep 
Score: -11104620.000000 Penalty: 5673.278809
	Iteration 28Q: 3 clusters Score -1.110462e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 90497 members 
Entering Unmasked Estep 
Score: -11104634.000000 Penalty: 5673.278809
	Iteration 29Q: 3 clusters Score -1.110463e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 90515 members 
Entering Unmasked Estep 
Score: -11104628.000000 Penalty: 5673.278809
	Iteration 30Q: 3 clusters Score -1.110463e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 90525 members 
Entering Unmasked Estep 
Score: -11104646.000000 Penalty: 5673.278809
	Iteration 31Q: 3 clusters Score -1.110465e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 90534 members 
Entering Unmasked Estep 
Score: -11104641.000000 Penalty: 5673.278809
	Iteration 32Q: 3 clusters Score -1.110464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 90542 members 
Entering Unmasked Estep 
Score: -11104644.000000 Penalty: 5673.278809
	Iteration 33Q: 3 clusters Score -1.110464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 90548 members 
Entering Unmasked Estep 
Score: -11104649.000000 Penalty: 5673.278809
	Iteration 34Q: 3 clusters Score -1.110465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 90552 members 
Entering Unmasked Estep 
Score: -11104646.000000 Penalty: 5673.278809
	Iteration 35Q: 3 clusters Score -1.110465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 90559 members 
Entering Unmasked Estep 
Score: -11104653.000000 Penalty: 5673.278809
	Iteration 36Q: 3 clusters Score -1.110465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 90566 members 
Entering Unmasked Estep 
Score: -11104668.000000 Penalty: 5673.278809
	Iteration 37Q: 3 clusters Score -1.110467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 90574 members 
Entering Unmasked Estep 
Score: -11104668.000000 Penalty: 5673.278809
	Iteration 38Q: 3 clusters Score -1.110467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 90583 members 
Entering Unmasked Estep 
Score: -11104666.000000 Penalty: 5673.278809
	Iteration 39Q: 3 clusters Score -1.110467e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 90598 members 
Entering Unmasked Estep 
Score: -11104659.000000 Penalty: 5673.278809
	Iteration 40F: 3 clusters Score -1.110466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 90610 members 
Entering Unmasked Estep 
Score: -11104676.000000 Penalty: 5673.278809
	Iteration 41Q: 3 clusters Score -1.110468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 90620 members 
Entering Unmasked Estep 
Score: -11104669.000000 Penalty: 5673.278809
	Iteration 42Q: 3 clusters Score -1.110467e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 90633 members 
Entering Unmasked Estep 
Score: -11104672.000000 Penalty: 5673.278809
	Iteration 43Q: 3 clusters Score -1.110467e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 90652 members 
Entering Unmasked Estep 
Score: -11104679.000000 Penalty: 5673.278809
	Iteration 44Q: 3 clusters Score -1.110468e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 90670 members 
Entering Unmasked Estep 
Score: -11104692.000000 Penalty: 5673.278809
	Iteration 45Q: 3 clusters Score -1.110469e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 90678 members 
Entering Unmasked Estep 
Score: -11104706.000000 Penalty: 5673.278809
	Iteration 46Q: 3 clusters Score -1.110471e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 90692 members 
Entering Unmasked Estep 
Score: -11104688.000000 Penalty: 5673.278809
	Iteration 47Q: 3 clusters Score -1.110469e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 90709 members 
Entering Unmasked Estep 
Score: -11104692.000000 Penalty: 5673.278809
	Iteration 48Q: 3 clusters Score -1.110469e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 90724 members 
Entering Unmasked Estep 
Score: -11104685.000000 Penalty: 5673.278809
	Iteration 49Q: 3 clusters Score -1.110468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 90734 members 
Entering Unmasked Estep 
Score: -11104681.000000 Penalty: 5673.278809
	Iteration 50Q: 3 clusters Score -1.110468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 90741 members 
Entering Unmasked Estep 
Score: -11104683.000000 Penalty: 5673.278809
	Iteration 51Q: 3 clusters Score -1.110468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 90745 members 
Entering Unmasked Estep 
Score: -11104685.000000 Penalty: 5673.278809
	Iteration 52Q: 3 clusters Score -1.110468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 90748 members 
Entering Unmasked Estep 
Score: -11104685.000000 Penalty: 5673.278809
	Iteration 53Q: 3 clusters Score -1.110468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 90754 members 
Entering Unmasked Estep 
Score: -11104677.000000 Penalty: 5673.278809
	Iteration 54Q: 3 clusters Score -1.110468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -11104678.000000 Penalty: 5673.278809
	Iteration 55Q: 3 clusters Score -1.110468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 90768 members 
Entering Unmasked Estep 
Score: -11104677.000000 Penalty: 5673.278809
	Iteration 56Q: 3 clusters Score -1.110468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 90776 members 
Entering Unmasked Estep 
Score: -11104679.000000 Penalty: 5673.278809
	Iteration 57Q: 3 clusters Score -1.110468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 90779 members 
Entering Unmasked Estep 
Score: -11104682.000000 Penalty: 5673.278809
	Iteration 58Q: 3 clusters Score -1.110468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 90782 members 
Entering Unmasked Estep 
Score: -11104677.000000 Penalty: 5673.278809
	Iteration 59Q: 3 clusters Score -1.110468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 90789 members 
Entering Unmasked Estep 
Score: -11104674.000000 Penalty: 5673.278809
	Iteration 60F: 3 clusters Score -1.110467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 90790 members 
Entering Unmasked Estep 
Score: -11104680.000000 Penalty: 5673.278809
	Iteration 61Q: 3 clusters Score -1.110468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 90792 members 
Entering Unmasked Estep 
Score: -11104692.000000 Penalty: 5673.278809
	Iteration 62Q: 3 clusters Score -1.110469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 90794 members 
Entering Unmasked Estep 
Score: -11104686.000000 Penalty: 5673.278809
	Iteration 63Q: 3 clusters Score -1.110469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 90795 members 
Entering Unmasked Estep 
Score: -11104687.000000 Penalty: 5673.278809
	Iteration 64Q: 3 clusters Score -1.110469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 90795 members 
Entering Unmasked Estep 
Score: -11104687.000000 Penalty: 5673.278809
	Iteration 65F: 3 clusters Score -1.110469e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Entering Unmasked Estep 
Score: -677766.187500 Penalty: 2143.143799
	Iteration 0F: 2 clusters Score -677766.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -672764.750000 Penalty: 4286.287598
	Iteration 0F: 3 clusters Score -672764.8 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -673986.375000 Penalty: 4286.287598
	Iteration 1F: 3 clusters Score -673986.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -674277.125000 Penalty: 4286.287598
	Iteration 2F: 3 clusters Score -674277.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -674452.562500 Penalty: 4286.287598
	Iteration 3F: 3 clusters Score -674452.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -674578.750000 Penalty: 4286.287598
	Iteration 4Q: 3 clusters Score -674578.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -674677.750000 Penalty: 4286.287598
	Iteration 5Q: 3 clusters Score -674677.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -674752.750000 Penalty: 4286.287598
	Iteration 6Q: 3 clusters Score -674752.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -674820.187500 Penalty: 4286.287598
	Iteration 7Q: 3 clusters Score -674820.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -674875.187500 Penalty: 4286.287598
	Iteration 8Q: 3 clusters Score -674875.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -674904.250000 Penalty: 4286.287598
	Iteration 9Q: 3 clusters Score -674904.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -674930.000000 Penalty: 4286.287598
	Iteration 10Q: 3 clusters Score -674930 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -674966.875000 Penalty: 4286.287598
	Iteration 11Q: 3 clusters Score -674966.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -674992.937500 Penalty: 4286.287598
	Iteration 12Q: 3 clusters Score -674992.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -675019.312500 Penalty: 4286.287598
	Iteration 13Q: 3 clusters Score -675019.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -675050.437500 Penalty: 4286.287598
	Iteration 14Q: 3 clusters Score -675050.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -675079.187500 Penalty: 4286.287598
	Iteration 15Q: 3 clusters Score -675079.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -675103.937500 Penalty: 4286.287598
	Iteration 16Q: 3 clusters Score -675103.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -675128.000000 Penalty: 4286.287598
	Iteration 17Q: 3 clusters Score -675128 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -675150.500000 Penalty: 4286.287598
	Iteration 18Q: 3 clusters Score -675150.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -675180.062500 Penalty: 4286.287598
	Iteration 19Q: 3 clusters Score -675180.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -675206.750000 Penalty: 4286.287598
	Iteration 20F: 3 clusters Score -675206.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -675235.250000 Penalty: 4286.287598
	Iteration 21Q: 3 clusters Score -675235.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -675269.000000 Penalty: 4286.287598
	Iteration 22Q: 3 clusters Score -675269 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -675304.875000 Penalty: 4286.287598
	Iteration 23Q: 3 clusters Score -675304.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -675338.125000 Penalty: 4286.287598
	Iteration 24Q: 3 clusters Score -675338.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -675376.875000 Penalty: 4286.287598
	Iteration 25Q: 3 clusters Score -675376.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -675411.000000 Penalty: 4286.287598
	Iteration 26Q: 3 clusters Score -675411 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -675446.562500 Penalty: 4286.287598
	Iteration 27Q: 3 clusters Score -675446.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -675494.625000 Penalty: 4286.287598
	Iteration 28Q: 3 clusters Score -675494.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -675530.562500 Penalty: 4286.287598
	Iteration 29Q: 3 clusters Score -675530.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -675571.625000 Penalty: 4286.287598
	Iteration 30Q: 3 clusters Score -675571.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -675594.812500 Penalty: 4286.287598
	Iteration 31Q: 3 clusters Score -675594.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -675625.875000 Penalty: 4286.287598
	Iteration 32Q: 3 clusters Score -675625.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -675659.375000 Penalty: 4286.287598
	Iteration 33Q: 3 clusters Score -675659.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -675688.187500 Penalty: 4286.287598
	Iteration 34Q: 3 clusters Score -675688.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -675718.500000 Penalty: 4286.287598
	Iteration 35Q: 3 clusters Score -675718.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -675747.750000 Penalty: 4286.287598
	Iteration 36Q: 3 clusters Score -675747.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -675774.000000 Penalty: 4286.287598
	Iteration 37Q: 3 clusters Score -675774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -675797.250000 Penalty: 4286.287598
	Iteration 38Q: 3 clusters Score -675797.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -675818.687500 Penalty: 4286.287598
	Iteration 39Q: 3 clusters Score -675818.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -675838.562500 Penalty: 4286.287598
	Iteration 40F: 3 clusters Score -675838.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -675855.687500 Penalty: 4286.287598
	Iteration 41Q: 3 clusters Score -675855.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -675874.000000 Penalty: 4286.287598
	Iteration 42Q: 3 clusters Score -675874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -675893.000000 Penalty: 4286.287598
	Iteration 43Q: 3 clusters Score -675893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -675913.562500 Penalty: 4286.287598
	Iteration 44Q: 3 clusters Score -675913.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -675933.500000 Penalty: 4286.287598
	Iteration 45Q: 3 clusters Score -675933.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -675950.125000 Penalty: 4286.287598
	Iteration 46Q: 3 clusters Score -675950.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -675963.875000 Penalty: 4286.287598
	Iteration 47Q: 3 clusters Score -675963.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -675983.500000 Penalty: 4286.287598
	Iteration 48Q: 3 clusters Score -675983.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -675996.312500 Penalty: 4286.287598
	Iteration 49Q: 3 clusters Score -675996.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -676006.875000 Penalty: 4286.287598
	Iteration 50Q: 3 clusters Score -676006.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -676020.250000 Penalty: 4286.287598
	Iteration 51Q: 3 clusters Score -676020.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -676032.187500 Penalty: 4286.287598
	Iteration 52Q: 3 clusters Score -676032.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -676044.812500 Penalty: 4286.287598
	Iteration 53Q: 3 clusters Score -676044.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -676056.125000 Penalty: 4286.287598
	Iteration 54Q: 3 clusters Score -676056.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -676072.062500 Penalty: 4286.287598
	Iteration 55Q: 3 clusters Score -676072.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -676085.625000 Penalty: 4286.287598
	Iteration 56Q: 3 clusters Score -676085.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -676093.375000 Penalty: 4286.287598
	Iteration 57Q: 3 clusters Score -676093.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -676095.312500 Penalty: 4286.287598
	Iteration 58Q: 3 clusters Score -676095.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -676101.125000 Penalty: 4286.287598
	Iteration 59Q: 3 clusters Score -676101.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -676110.062500 Penalty: 4286.287598
	Iteration 60F: 3 clusters Score -676110.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -676116.562500 Penalty: 4286.287598
	Iteration 61Q: 3 clusters Score -676116.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -676122.687500 Penalty: 4286.287598
	Iteration 62Q: 3 clusters Score -676122.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -676129.250000 Penalty: 4286.287598
	Iteration 63Q: 3 clusters Score -676129.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -676131.375000 Penalty: 4286.287598
	Iteration 64Q: 3 clusters Score -676131.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -676134.500000 Penalty: 4286.287598
	Iteration 65Q: 3 clusters Score -676134.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -676136.937500 Penalty: 4286.287598
	Iteration 66Q: 3 clusters Score -676136.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -676137.750000 Penalty: 4286.287598
	Iteration 67Q: 3 clusters Score -676137.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -676137.750000 Penalty: 4286.287598
	Iteration 68F: 3 clusters Score -676137.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Entering Unmasked Estep 
Score: -566654.250000 Penalty: 2096.865967
	Iteration 0F: 2 clusters Score -566654.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -562290.187500 Penalty: 4193.731934
	Iteration 0F: 3 clusters Score -562290.2 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -563299.875000 Penalty: 4193.731934
	Iteration 1F: 3 clusters Score -563299.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -563514.375000 Penalty: 4193.731934
	Iteration 2F: 3 clusters Score -563514.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -563673.500000 Penalty: 4193.731934
	Iteration 3F: 3 clusters Score -563673.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -563800.687500 Penalty: 4193.731934
	Iteration 4Q: 3 clusters Score -563800.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -563949.312500 Penalty: 4193.731934
	Iteration 5Q: 3 clusters Score -563949.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -564076.937500 Penalty: 4193.731934
	Iteration 6Q: 3 clusters Score -564076.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -564184.062500 Penalty: 4193.731934
	Iteration 7Q: 3 clusters Score -564184.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -564298.125000 Penalty: 4193.731934
	Iteration 8Q: 3 clusters Score -564298.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -564405.125000 Penalty: 4193.731934
	Iteration 9Q: 3 clusters Score -564405.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -564514.187500 Penalty: 4193.731934
	Iteration 10Q: 3 clusters Score -564514.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -564631.937500 Penalty: 4193.731934
	Iteration 11Q: 3 clusters Score -564631.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -564774.250000 Penalty: 4193.731934
	Iteration 12Q: 3 clusters Score -564774.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -564929.187500 Penalty: 4193.731934
	Iteration 13Q: 3 clusters Score -564929.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -565079.250000 Penalty: 4193.731934
	Iteration 14Q: 3 clusters Score -565079.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -565207.687500 Penalty: 4193.731934
	Iteration 15Q: 3 clusters Score -565207.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -565311.750000 Penalty: 4193.731934
	Iteration 16Q: 3 clusters Score -565311.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -565399.312500 Penalty: 4193.731934
	Iteration 17Q: 3 clusters Score -565399.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -565472.437500 Penalty: 4193.731934
	Iteration 18Q: 3 clusters Score -565472.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -565532.312500 Penalty: 4193.731934
	Iteration 19Q: 3 clusters Score -565532.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -565567.125000 Penalty: 4193.731934
	Iteration 20F: 3 clusters Score -565567.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -565603.437500 Penalty: 4193.731934
	Iteration 21Q: 3 clusters Score -565603.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -565637.000000 Penalty: 4193.731934
	Iteration 22Q: 3 clusters Score -565637 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -565665.250000 Penalty: 4193.731934
	Iteration 23Q: 3 clusters Score -565665.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -565686.937500 Penalty: 4193.731934
	Iteration 24Q: 3 clusters Score -565686.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -565698.000000 Penalty: 4193.731934
	Iteration 25Q: 3 clusters Score -565698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -565704.062500 Penalty: 4193.731934
	Iteration 26Q: 3 clusters Score -565704.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -565711.750000 Penalty: 4193.731934
	Iteration 27Q: 3 clusters Score -565711.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -565721.125000 Penalty: 4193.731934
	Iteration 28Q: 3 clusters Score -565721.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -565727.000000 Penalty: 4193.731934
	Iteration 29Q: 3 clusters Score -565727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -565733.250000 Penalty: 4193.731934
	Iteration 30Q: 3 clusters Score -565733.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -565744.937500 Penalty: 4193.731934
	Iteration 31Q: 3 clusters Score -565744.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -565755.750000 Penalty: 4193.731934
	Iteration 32Q: 3 clusters Score -565755.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -565761.375000 Penalty: 4193.731934
	Iteration 33Q: 3 clusters Score -565761.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -565766.187500 Penalty: 4193.731934
	Iteration 34Q: 3 clusters Score -565766.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -565770.312500 Penalty: 4193.731934
	Iteration 35Q: 3 clusters Score -565770.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -565773.000000 Penalty: 4193.731934
	Iteration 36Q: 3 clusters Score -565773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -565773.125000 Penalty: 4193.731934
	Iteration 37Q: 3 clusters Score -565773.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -565773.125000 Penalty: 4193.731934
	Iteration 38F: 3 clusters Score -565773.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -51716.125000 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -51716.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50233.261719 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -50233.26 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50558.218750 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -50558.22 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50691.718750 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -50691.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50824.859375 Penalty: 3110.410156
	Iteration 3Q: 3 clusters Score -50824.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50985.789062 Penalty: 3110.410156
	Iteration 4Q: 3 clusters Score -50985.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51063.960938 Penalty: 3110.410156
	Iteration 5Q: 3 clusters Score -51063.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -51098.261719 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -51098.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -51124.656250 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -51124.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -51134.992188 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -51134.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -51150.500000 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -51150.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -51155.878906 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -51155.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -51158.968750 Penalty: 3110.410156
	Iteration 11Q: 3 clusters Score -51158.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -51158.968750 Penalty: 3110.410156
	Iteration 12F: 3 clusters Score -51158.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Entering Unmasked Estep 
Score: -594085.750000 Penalty: 2125.589111
	Iteration 0F: 2 clusters Score -594085.8 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 2668 members 
Entering Unmasked Estep 
Score: -589396.875000 Penalty: 4251.178223
	Iteration 0F: 3 clusters Score -589396.9 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -590493.125000 Penalty: 4251.178223
	Iteration 1F: 3 clusters Score -590493.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -590739.625000 Penalty: 4251.178223
	Iteration 2F: 3 clusters Score -590739.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -590887.750000 Penalty: 4251.178223
	Iteration 3F: 3 clusters Score -590887.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -590994.437500 Penalty: 4251.178223
	Iteration 4Q: 3 clusters Score -590994.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -591068.500000 Penalty: 4251.178223
	Iteration 5Q: 3 clusters Score -591068.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -591106.750000 Penalty: 4251.178223
	Iteration 6Q: 3 clusters Score -591106.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -591148.125000 Penalty: 4251.178223
	Iteration 7Q: 3 clusters Score -591148.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -591177.750000 Penalty: 4251.178223
	Iteration 8Q: 3 clusters Score -591177.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -591206.000000 Penalty: 4251.178223
	Iteration 9Q: 3 clusters Score -591206 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -591234.000000 Penalty: 4251.178223
	Iteration 10Q: 3 clusters Score -591234 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -591259.687500 Penalty: 4251.178223
	Iteration 11Q: 3 clusters Score -591259.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -591282.750000 Penalty: 4251.178223
	Iteration 12Q: 3 clusters Score -591282.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -591300.687500 Penalty: 4251.178223
	Iteration 13Q: 3 clusters Score -591300.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -591311.000000 Penalty: 4251.178223
	Iteration 14Q: 3 clusters Score -591311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -591317.125000 Penalty: 4251.178223
	Iteration 15Q: 3 clusters Score -591317.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -591319.875000 Penalty: 4251.178223
	Iteration 16Q: 3 clusters Score -591319.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -591323.812500 Penalty: 4251.178223
	Iteration 17Q: 3 clusters Score -591323.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -591325.000000 Penalty: 4251.178223
	Iteration 18Q: 3 clusters Score -591325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -591328.437500 Penalty: 4251.178223
	Iteration 19Q: 3 clusters Score -591328.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -591331.437500 Penalty: 4251.178223
	Iteration 20F: 3 clusters Score -591331.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -591336.187500 Penalty: 4251.178223
	Iteration 21Q: 3 clusters Score -591336.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -591338.562500 Penalty: 4251.178223
	Iteration 22Q: 3 clusters Score -591338.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -591340.000000 Penalty: 4251.178223
	Iteration 23Q: 3 clusters Score -591340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -591343.250000 Penalty: 4251.178223
	Iteration 24Q: 3 clusters Score -591343.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -591344.000000 Penalty: 4251.178223
	Iteration 25Q: 3 clusters Score -591344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -591346.125000 Penalty: 4251.178223
	Iteration 26Q: 3 clusters Score -591346.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -591348.250000 Penalty: 4251.178223
	Iteration 27Q: 3 clusters Score -591348.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -591350.375000 Penalty: 4251.178223
	Iteration 28Q: 3 clusters Score -591350.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -591351.937500 Penalty: 4251.178223
	Iteration 29Q: 3 clusters Score -591351.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -591353.937500 Penalty: 4251.178223
	Iteration 30Q: 3 clusters Score -591353.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -591358.187500 Penalty: 4251.178223
	Iteration 31Q: 3 clusters Score -591358.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -591359.812500 Penalty: 4251.178223
	Iteration 32Q: 3 clusters Score -591359.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -591360.625000 Penalty: 4251.178223
	Iteration 33Q: 3 clusters Score -591360.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -591361.000000 Penalty: 4251.178223
	Iteration 34Q: 3 clusters Score -591361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -591361.625000 Penalty: 4251.178223
	Iteration 35Q: 3 clusters Score -591361.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -591363.937500 Penalty: 4251.178223
	Iteration 36Q: 3 clusters Score -591363.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -591365.000000 Penalty: 4251.178223
	Iteration 37Q: 3 clusters Score -591365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -591365.812500 Penalty: 4251.178223
	Iteration 38Q: 3 clusters Score -591365.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -591368.187500 Penalty: 4251.178223
	Iteration 39Q: 3 clusters Score -591368.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -591368.812500 Penalty: 4251.178223
	Iteration 40F: 3 clusters Score -591368.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -591370.000000 Penalty: 4251.178223
	Iteration 41Q: 3 clusters Score -591370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -591370.062500 Penalty: 4251.178223
	Iteration 42Q: 3 clusters Score -591370.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -591371.187500 Penalty: 4251.178223
	Iteration 43Q: 3 clusters Score -591371.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -591373.187500 Penalty: 4251.178223
	Iteration 44Q: 3 clusters Score -591373.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -591373.875000 Penalty: 4251.178223
	Iteration 45Q: 3 clusters Score -591373.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -591374.062500 Penalty: 4251.178223
	Iteration 46Q: 3 clusters Score -591374.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -591373.937500 Penalty: 4251.178223
	Iteration 47Q: 3 clusters Score -591373.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -591375.312500 Penalty: 4251.178223
	Iteration 48Q: 3 clusters Score -591375.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -591376.875000 Penalty: 4251.178223
	Iteration 49Q: 3 clusters Score -591376.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -591375.437500 Penalty: 4251.178223
	Iteration 50Q: 3 clusters Score -591375.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -591376.625000 Penalty: 4251.178223
	Iteration 51Q: 3 clusters Score -591376.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -591376.625000 Penalty: 4251.178223
	Iteration 52F: 3 clusters Score -591376.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -101430.171875 Penalty: 1695.392334
	Iteration 0F: 2 clusters Score -101430.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -99575.187500 Penalty: 3390.784668
	Iteration 0F: 3 clusters Score -99575.19 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -99843.445312 Penalty: 3390.784668
	Iteration 1F: 3 clusters Score -99843.45 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -99926.703125 Penalty: 3390.784668
	Iteration 2F: 3 clusters Score -99926.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -99971.039062 Penalty: 3390.784668
	Iteration 3Q: 3 clusters Score -99971.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -99991.187500 Penalty: 3390.784668
	Iteration 4Q: 3 clusters Score -99991.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -100001.140625 Penalty: 3390.784668
	Iteration 5Q: 3 clusters Score -100001.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -100006.328125 Penalty: 3390.784668
	Iteration 6Q: 3 clusters Score -100006.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -100008.484375 Penalty: 3390.784668
	Iteration 7Q: 3 clusters Score -100008.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -100008.484375 Penalty: 3390.784668
	Iteration 8F: 3 clusters Score -100008.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Entering Unmasked Estep 
Score: -560780.875000 Penalty: 2096.760498
	Iteration 0F: 2 clusters Score -560780.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -556431.562500 Penalty: 4193.520996
	Iteration 0F: 3 clusters Score -556431.6 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -557361.750000 Penalty: 4193.520996
	Iteration 1F: 3 clusters Score -557361.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -557555.187500 Penalty: 4193.520996
	Iteration 2F: 3 clusters Score -557555.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -557668.875000 Penalty: 4193.520996
	Iteration 3Q: 3 clusters Score -557668.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -557760.437500 Penalty: 4193.520996
	Iteration 4Q: 3 clusters Score -557760.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -557827.187500 Penalty: 4193.520996
	Iteration 5Q: 3 clusters Score -557827.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -557881.562500 Penalty: 4193.520996
	Iteration 6Q: 3 clusters Score -557881.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -557926.750000 Penalty: 4193.520996
	Iteration 7Q: 3 clusters Score -557926.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -557957.250000 Penalty: 4193.520996
	Iteration 8Q: 3 clusters Score -557957.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -557985.937500 Penalty: 4193.520996
	Iteration 9Q: 3 clusters Score -557985.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -558003.000000 Penalty: 4193.520996
	Iteration 10Q: 3 clusters Score -558003 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -558018.687500 Penalty: 4193.520996
	Iteration 11Q: 3 clusters Score -558018.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -558031.562500 Penalty: 4193.520996
	Iteration 12Q: 3 clusters Score -558031.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -558040.500000 Penalty: 4193.520996
	Iteration 13Q: 3 clusters Score -558040.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -558046.000000 Penalty: 4193.520996
	Iteration 14Q: 3 clusters Score -558046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -558055.062500 Penalty: 4193.520996
	Iteration 15Q: 3 clusters Score -558055.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -558061.125000 Penalty: 4193.520996
	Iteration 16Q: 3 clusters Score -558061.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -558065.687500 Penalty: 4193.520996
	Iteration 17Q: 3 clusters Score -558065.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -558068.875000 Penalty: 4193.520996
	Iteration 18Q: 3 clusters Score -558068.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -558071.750000 Penalty: 4193.520996
	Iteration 19Q: 3 clusters Score -558071.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -558076.187500 Penalty: 4193.520996
	Iteration 20F: 3 clusters Score -558076.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -558079.562500 Penalty: 4193.520996
	Iteration 21Q: 3 clusters Score -558079.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -558080.062500 Penalty: 4193.520996
	Iteration 22Q: 3 clusters Score -558080.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -558082.812500 Penalty: 4193.520996
	Iteration 23Q: 3 clusters Score -558082.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -558084.750000 Penalty: 4193.520996
	Iteration 24Q: 3 clusters Score -558084.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -558084.500000 Penalty: 4193.520996
	Iteration 25Q: 3 clusters Score -558084.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -558085.062500 Penalty: 4193.520996
	Iteration 26Q: 3 clusters Score -558085.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -558085.250000 Penalty: 4193.520996
	Iteration 27Q: 3 clusters Score -558085.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -558085.562500 Penalty: 4193.520996
	Iteration 28Q: 3 clusters Score -558085.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -558087.250000 Penalty: 4193.520996
	Iteration 29Q: 3 clusters Score -558087.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -558089.562500 Penalty: 4193.520996
	Iteration 30Q: 3 clusters Score -558089.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -558089.312500 Penalty: 4193.520996
	Iteration 31Q: 3 clusters Score -558089.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -558092.250000 Penalty: 4193.520996
	Iteration 32Q: 3 clusters Score -558092.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -558096.187500 Penalty: 4193.520996
	Iteration 33Q: 3 clusters Score -558096.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -558098.750000 Penalty: 4193.520996
	Iteration 34Q: 3 clusters Score -558098.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -558104.187500 Penalty: 4193.520996
	Iteration 35Q: 3 clusters Score -558104.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -558108.375000 Penalty: 4193.520996
	Iteration 36Q: 3 clusters Score -558108.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -558113.750000 Penalty: 4193.520996
	Iteration 37Q: 3 clusters Score -558113.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -558117.437500 Penalty: 4193.520996
	Iteration 38Q: 3 clusters Score -558117.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -558119.312500 Penalty: 4193.520996
	Iteration 39Q: 3 clusters Score -558119.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -558123.312500 Penalty: 4193.520996
	Iteration 40F: 3 clusters Score -558123.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -558125.000000 Penalty: 4193.520996
	Iteration 41Q: 3 clusters Score -558125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -558127.500000 Penalty: 4193.520996
	Iteration 42Q: 3 clusters Score -558127.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -558130.750000 Penalty: 4193.520996
	Iteration 43Q: 3 clusters Score -558130.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -558134.500000 Penalty: 4193.520996
	Iteration 44Q: 3 clusters Score -558134.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -558139.750000 Penalty: 4193.520996
	Iteration 45Q: 3 clusters Score -558139.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -558142.625000 Penalty: 4193.520996
	Iteration 46Q: 3 clusters Score -558142.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -558145.937500 Penalty: 4193.520996
	Iteration 47Q: 3 clusters Score -558145.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -558148.875000 Penalty: 4193.520996
	Iteration 48Q: 3 clusters Score -558148.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -558153.062500 Penalty: 4193.520996
	Iteration 49Q: 3 clusters Score -558153.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -558155.625000 Penalty: 4193.520996
	Iteration 50Q: 3 clusters Score -558155.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -558157.000000 Penalty: 4193.520996
	Iteration 51Q: 3 clusters Score -558157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -558158.500000 Penalty: 4193.520996
	Iteration 52Q: 3 clusters Score -558158.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -558160.937500 Penalty: 4193.520996
	Iteration 53Q: 3 clusters Score -558160.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -558162.812500 Penalty: 4193.520996
	Iteration 54Q: 3 clusters Score -558162.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -558168.562500 Penalty: 4193.520996
	Iteration 55Q: 3 clusters Score -558168.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -558170.187500 Penalty: 4193.520996
	Iteration 56Q: 3 clusters Score -558170.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -558173.187500 Penalty: 4193.520996
	Iteration 57Q: 3 clusters Score -558173.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -558174.937500 Penalty: 4193.520996
	Iteration 58Q: 3 clusters Score -558174.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -558176.500000 Penalty: 4193.520996
	Iteration 59Q: 3 clusters Score -558176.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -558177.812500 Penalty: 4193.520996
	Iteration 60F: 3 clusters Score -558177.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -558177.750000 Penalty: 4193.520996
	Iteration 61Q: 3 clusters Score -558177.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -558180.875000 Penalty: 4193.520996
	Iteration 62Q: 3 clusters Score -558180.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -558180.500000 Penalty: 4193.520996
	Iteration 63Q: 3 clusters Score -558180.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -558182.062500 Penalty: 4193.520996
	Iteration 64Q: 3 clusters Score -558182.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -558180.687500 Penalty: 4193.520996
	Iteration 65Q: 3 clusters Score -558180.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -558182.687500 Penalty: 4193.520996
	Iteration 66Q: 3 clusters Score -558182.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -558182.937500 Penalty: 4193.520996
	Iteration 67Q: 3 clusters Score -558182.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -558183.500000 Penalty: 4193.520996
	Iteration 68Q: 3 clusters Score -558183.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -558183.562500 Penalty: 4193.520996
	Iteration 69Q: 3 clusters Score -558183.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -558183.312500 Penalty: 4193.520996
	Iteration 70Q: 3 clusters Score -558183.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -558183.312500 Penalty: 4193.520996
	Iteration 71F: 3 clusters Score -558183.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Entering Unmasked Estep 
Score: -5460593.000000 Penalty: 2666.090332
	Iteration 0F: 2 clusters Score -5460593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -5429282.000000 Penalty: 5332.180664
	Iteration 0F: 3 clusters Score -5429282 nChanged 21367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -5441118.500000 Penalty: 5332.180664
	Iteration 1F: 3 clusters Score -5441118 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -5441687.000000 Penalty: 5332.180664
	Iteration 2Q: 3 clusters Score -5441687 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -5442249.500000 Penalty: 5332.180664
	Iteration 3Q: 3 clusters Score -5442250 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -5442919.500000 Penalty: 5332.180664
	Iteration 4Q: 3 clusters Score -5442920 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -5443748.000000 Penalty: 5332.180664
	Iteration 5Q: 3 clusters Score -5443748 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -5444816.000000 Penalty: 5332.180664
	Iteration 6Q: 3 clusters Score -5444816 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -5446489.000000 Penalty: 5332.180664
	Iteration 7F: 3 clusters Score -5446489 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -5448780.500000 Penalty: 5332.180664
	Iteration 8F: 3 clusters Score -5448780 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -5451492.500000 Penalty: 5332.180664
	Iteration 9F: 3 clusters Score -5451492 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -5454176.500000 Penalty: 5332.180664
	Iteration 10F: 3 clusters Score -5454176 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -5456175.000000 Penalty: 5332.180664
	Iteration 11Q: 3 clusters Score -5456175 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5457354.500000 Penalty: 5332.180664
	Iteration 12Q: 3 clusters Score -5457354 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5457858.500000 Penalty: 5332.180664
	Iteration 13Q: 3 clusters Score -5457858 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5458088.500000 Penalty: 5332.180664
	Iteration 14Q: 3 clusters Score -5458088 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5458196.000000 Penalty: 5332.180664
	Iteration 15Q: 3 clusters Score -5458196 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5458268.500000 Penalty: 5332.180664
	Iteration 16Q: 3 clusters Score -5458268 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5458295.500000 Penalty: 5332.180664
	Iteration 17Q: 3 clusters Score -5458296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5458328.000000 Penalty: 5332.180664
	Iteration 18Q: 3 clusters Score -5458328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46341 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5458350.500000 Penalty: 5332.180664
	Iteration 19Q: 3 clusters Score -5458350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5458359.500000 Penalty: 5332.180664
	Iteration 20F: 3 clusters Score -5458360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5458368.000000 Penalty: 5332.180664
	Iteration 21Q: 3 clusters Score -5458368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5458370.500000 Penalty: 5332.180664
	Iteration 22Q: 3 clusters Score -5458370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5458374.000000 Penalty: 5332.180664
	Iteration 23Q: 3 clusters Score -5458374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5458383.000000 Penalty: 5332.180664
	Iteration 24Q: 3 clusters Score -5458383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5458391.000000 Penalty: 5332.180664
	Iteration 25Q: 3 clusters Score -5458391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5458395.500000 Penalty: 5332.180664
	Iteration 26Q: 3 clusters Score -5458396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5458397.500000 Penalty: 5332.180664
	Iteration 27Q: 3 clusters Score -5458398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5458400.500000 Penalty: 5332.180664
	Iteration 28Q: 3 clusters Score -5458400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5458400.500000 Penalty: 5332.180664
	Iteration 29Q: 3 clusters Score -5458400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5458398.500000 Penalty: 5332.180664
	Iteration 30Q: 3 clusters Score -5458398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5458398.500000 Penalty: 5332.180664
	Iteration 31F: 3 clusters Score -5458398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Entering Unmasked Estep 
Score: -3969461.250000 Penalty: 2579.956543
	Iteration 0F: 2 clusters Score -3969461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -3946859.250000 Penalty: 5159.913086
	Iteration 0F: 3 clusters Score -3946859 nChanged 14907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -3954905.500000 Penalty: 5159.913086
	Iteration 1F: 3 clusters Score -3954906 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -3955465.250000 Penalty: 5159.913086
	Iteration 2Q: 3 clusters Score -3955465 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -3956158.000000 Penalty: 5159.913086
	Iteration 3Q: 3 clusters Score -3956158 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -3956950.750000 Penalty: 5159.913086
	Iteration 4Q: 3 clusters Score -3956951 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -3957749.750000 Penalty: 5159.913086
	Iteration 5F: 3 clusters Score -3957750 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -3958632.250000 Penalty: 5159.913086
	Iteration 6F: 3 clusters Score -3958632 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -3959667.750000 Penalty: 5159.913086
	Iteration 7F: 3 clusters Score -3959668 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -3960686.250000 Penalty: 5159.913086
	Iteration 8F: 3 clusters Score -3960686 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -3961631.000000 Penalty: 5159.913086
	Iteration 9Q: 3 clusters Score -3961631 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -3962453.250000 Penalty: 5159.913086
	Iteration 10Q: 3 clusters Score -3962453 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -3963139.500000 Penalty: 5159.913086
	Iteration 11Q: 3 clusters Score -3963140 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -3963718.250000 Penalty: 5159.913086
	Iteration 12Q: 3 clusters Score -3963718 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -3964294.500000 Penalty: 5159.913086
	Iteration 13Q: 3 clusters Score -3964294 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -3964890.750000 Penalty: 5159.913086
	Iteration 14Q: 3 clusters Score -3964891 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3965574.750000 Penalty: 5159.913086
	Iteration 15Q: 3 clusters Score -3965575 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -3966259.000000 Penalty: 5159.913086
	Iteration 16Q: 3 clusters Score -3966259 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -3966725.000000 Penalty: 5159.913086
	Iteration 17Q: 3 clusters Score -3966725 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -3967016.250000 Penalty: 5159.913086
	Iteration 18Q: 3 clusters Score -3967016 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -3967244.500000 Penalty: 5159.913086
	Iteration 19Q: 3 clusters Score -3967244 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -3967413.750000 Penalty: 5159.913086
	Iteration 20F: 3 clusters Score -3967414 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -3967539.250000 Penalty: 5159.913086
	Iteration 21Q: 3 clusters Score -3967539 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -3967643.000000 Penalty: 5159.913086
	Iteration 22Q: 3 clusters Score -3967643 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -3967740.750000 Penalty: 5159.913086
	Iteration 23Q: 3 clusters Score -3967741 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -3967821.250000 Penalty: 5159.913086
	Iteration 24Q: 3 clusters Score -3967821 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -3967881.000000 Penalty: 5159.913086
	Iteration 25Q: 3 clusters Score -3967881 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -3967930.250000 Penalty: 5159.913086
	Iteration 26Q: 3 clusters Score -3967930 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -3967960.000000 Penalty: 5159.913086
	Iteration 27Q: 3 clusters Score -3967960 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -3967987.500000 Penalty: 5159.913086
	Iteration 28Q: 3 clusters Score -3967988 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -3968003.250000 Penalty: 5159.913086
	Iteration 29Q: 3 clusters Score -3968003 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -3968039.750000 Penalty: 5159.913086
	Iteration 30Q: 3 clusters Score -3968040 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -3968059.000000 Penalty: 5159.913086
	Iteration 31Q: 3 clusters Score -3968059 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -3968074.250000 Penalty: 5159.913086
	Iteration 32Q: 3 clusters Score -3968074 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -3968082.250000 Penalty: 5159.913086
	Iteration 33Q: 3 clusters Score -3968082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -3968084.000000 Penalty: 5159.913086
	Iteration 34Q: 3 clusters Score -3968084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -3968098.250000 Penalty: 5159.913086
	Iteration 35Q: 3 clusters Score -3968098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -3968108.500000 Penalty: 5159.913086
	Iteration 36Q: 3 clusters Score -3968108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -3968114.750000 Penalty: 5159.913086
	Iteration 37Q: 3 clusters Score -3968115 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -3968119.750000 Penalty: 5159.913086
	Iteration 38Q: 3 clusters Score -3968120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -3968126.750000 Penalty: 5159.913086
	Iteration 39Q: 3 clusters Score -3968127 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -3968148.000000 Penalty: 5159.913086
	Iteration 40F: 3 clusters Score -3968148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -3968151.000000 Penalty: 5159.913086
	Iteration 41Q: 3 clusters Score -3968151 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -3968161.000000 Penalty: 5159.913086
	Iteration 42Q: 3 clusters Score -3968161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -3968165.000000 Penalty: 5159.913086
	Iteration 43Q: 3 clusters Score -3968165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -3968165.000000 Penalty: 5159.913086
	Iteration 44Q: 3 clusters Score -3968165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -3968174.500000 Penalty: 5159.913086
	Iteration 45Q: 3 clusters Score -3968174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -3968183.000000 Penalty: 5159.913086
	Iteration 46Q: 3 clusters Score -3968183 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -3968177.250000 Penalty: 5159.913086
	Iteration 47Q: 3 clusters Score -3968177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -3968184.500000 Penalty: 5159.913086
	Iteration 48Q: 3 clusters Score -3968184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -3968185.000000 Penalty: 5159.913086
	Iteration 49Q: 3 clusters Score -3968185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -3968188.500000 Penalty: 5159.913086
	Iteration 50Q: 3 clusters Score -3968188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -3968203.750000 Penalty: 5159.913086
	Iteration 51Q: 3 clusters Score -3968204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -3968205.750000 Penalty: 5159.913086
	Iteration 52Q: 3 clusters Score -3968206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -3968213.750000 Penalty: 5159.913086
	Iteration 53Q: 3 clusters Score -3968214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -3968216.750000 Penalty: 5159.913086
	Iteration 54Q: 3 clusters Score -3968217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -3968215.750000 Penalty: 5159.913086
	Iteration 55Q: 3 clusters Score -3968216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -3968218.750000 Penalty: 5159.913086
	Iteration 56Q: 3 clusters Score -3968219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -3968226.500000 Penalty: 5159.913086
	Iteration 57Q: 3 clusters Score -3968226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -3968219.500000 Penalty: 5159.913086
	Iteration 58Q: 3 clusters Score -3968220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -3968219.500000 Penalty: 5159.913086
	Iteration 59Q: 3 clusters Score -3968220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -3968227.500000 Penalty: 5159.913086
	Iteration 60F: 3 clusters Score -3968228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -3968229.250000 Penalty: 5159.913086
	Iteration 61Q: 3 clusters Score -3968229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -3968230.500000 Penalty: 5159.913086
	Iteration 62Q: 3 clusters Score -3968230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -3968230.500000 Penalty: 5159.913086
	Iteration 63Q: 3 clusters Score -3968230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -3968234.750000 Penalty: 5159.913086
	Iteration 64Q: 3 clusters Score -3968235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -3968231.500000 Penalty: 5159.913086
	Iteration 65Q: 3 clusters Score -3968232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -3968231.500000 Penalty: 5159.913086
	Iteration 66F: 3 clusters Score -3968232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -107357.062500 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -107357.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -105466.398438 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -105466.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -105739.234375 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -105739.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -105833.609375 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -105833.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -105884.515625 Penalty: 3399.759766
	Iteration 3Q: 3 clusters Score -105884.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -105919.367188 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -105919.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -105996.648438 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -105996.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -106109.523438 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -106109.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -106170.460938 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -106170.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -106216.500000 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -106216.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -106260.265625 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -106260.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -106283.898438 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -106283.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -106302.187500 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -106302.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -106310.109375 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -106310.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -106317.640625 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -106317.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -106323.054688 Penalty: 3399.759766
	Iteration 14Q: 3 clusters Score -106323.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -106324.507812 Penalty: 3399.759766
	Iteration 15Q: 3 clusters Score -106324.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -106325.570312 Penalty: 3399.759766
	Iteration 16Q: 3 clusters Score -106325.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -106326.796875 Penalty: 3399.759766
	Iteration 17Q: 3 clusters Score -106326.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -106328.843750 Penalty: 3399.759766
	Iteration 18Q: 3 clusters Score -106328.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -106331.304688 Penalty: 3399.759766
	Iteration 19Q: 3 clusters Score -106331.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -106332.281250 Penalty: 3399.759766
	Iteration 20F: 3 clusters Score -106332.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Entering Unmasked Estep 
Score: -1201131.125000 Penalty: 2284.238770
	Iteration 0F: 2 clusters Score -1201131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1193491.625000 Penalty: 4568.477539
	Iteration 0F: 3 clusters Score -1193492 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1195749.500000 Penalty: 4568.477539
	Iteration 1F: 3 clusters Score -1195750 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1196173.625000 Penalty: 4568.477539
	Iteration 2F: 3 clusters Score -1196174 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1196511.500000 Penalty: 4568.477539
	Iteration 3F: 3 clusters Score -1196512 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1196866.250000 Penalty: 4568.477539
	Iteration 4F: 3 clusters Score -1196866 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1197301.750000 Penalty: 4568.477539
	Iteration 5F: 3 clusters Score -1197302 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1197787.125000 Penalty: 4568.477539
	Iteration 6F: 3 clusters Score -1197787 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1198260.500000 Penalty: 4568.477539
	Iteration 7F: 3 clusters Score -1198260 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1198691.625000 Penalty: 4568.477539
	Iteration 8F: 3 clusters Score -1198692 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1199011.750000 Penalty: 4568.477539
	Iteration 9Q: 3 clusters Score -1199012 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1199215.125000 Penalty: 4568.477539
	Iteration 10Q: 3 clusters Score -1199215 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1199338.500000 Penalty: 4568.477539
	Iteration 11Q: 3 clusters Score -1199338 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1199401.250000 Penalty: 4568.477539
	Iteration 12Q: 3 clusters Score -1199401 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1199435.625000 Penalty: 4568.477539
	Iteration 13Q: 3 clusters Score -1199436 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1199454.375000 Penalty: 4568.477539
	Iteration 14Q: 3 clusters Score -1199454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1199471.125000 Penalty: 4568.477539
	Iteration 15Q: 3 clusters Score -1199471 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1199483.750000 Penalty: 4568.477539
	Iteration 16Q: 3 clusters Score -1199484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1199496.500000 Penalty: 4568.477539
	Iteration 17Q: 3 clusters Score -1199496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1199505.125000 Penalty: 4568.477539
	Iteration 18Q: 3 clusters Score -1199505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1199510.500000 Penalty: 4568.477539
	Iteration 19Q: 3 clusters Score -1199510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1199516.500000 Penalty: 4568.477539
	Iteration 20F: 3 clusters Score -1199516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1199517.625000 Penalty: 4568.477539
	Iteration 21Q: 3 clusters Score -1199518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1199522.875000 Penalty: 4568.477539
	Iteration 22Q: 3 clusters Score -1199523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1199529.750000 Penalty: 4568.477539
	Iteration 23Q: 3 clusters Score -1199530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1199538.000000 Penalty: 4568.477539
	Iteration 24Q: 3 clusters Score -1199538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1199536.250000 Penalty: 4568.477539
	Iteration 25Q: 3 clusters Score -1199536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1199536.375000 Penalty: 4568.477539
	Iteration 26Q: 3 clusters Score -1199536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1199537.000000 Penalty: 4568.477539
	Iteration 27Q: 3 clusters Score -1199537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1199538.000000 Penalty: 4568.477539
	Iteration 28Q: 3 clusters Score -1199538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1199540.125000 Penalty: 4568.477539
	Iteration 29Q: 3 clusters Score -1199540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1199540.250000 Penalty: 4568.477539
	Iteration 30Q: 3 clusters Score -1199540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1199542.750000 Penalty: 4568.477539
	Iteration 31Q: 3 clusters Score -1199543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1199545.125000 Penalty: 4568.477539
	Iteration 32Q: 3 clusters Score -1199545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1199545.500000 Penalty: 4568.477539
	Iteration 33Q: 3 clusters Score -1199546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1199549.750000 Penalty: 4568.477539
	Iteration 34Q: 3 clusters Score -1199550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1199549.750000 Penalty: 4568.477539
	Iteration 35Q: 3 clusters Score -1199550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1199551.750000 Penalty: 4568.477539
	Iteration 36Q: 3 clusters Score -1199552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1199552.750000 Penalty: 4568.477539
	Iteration 37Q: 3 clusters Score -1199553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1199554.375000 Penalty: 4568.477539
	Iteration 38Q: 3 clusters Score -1199554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1199553.625000 Penalty: 4568.477539
	Iteration 39Q: 3 clusters Score -1199554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1199552.250000 Penalty: 4568.477539
	Iteration 40F: 3 clusters Score -1199552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1199555.125000 Penalty: 4568.477539
	Iteration 41Q: 3 clusters Score -1199555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1199555.250000 Penalty: 4568.477539
	Iteration 42Q: 3 clusters Score -1199555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1199554.500000 Penalty: 4568.477539
	Iteration 43Q: 3 clusters Score -1199554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1199556.750000 Penalty: 4568.477539
	Iteration 44Q: 3 clusters Score -1199557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1199556.375000 Penalty: 4568.477539
	Iteration 45Q: 3 clusters Score -1199556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1199556.750000 Penalty: 4568.477539
	Iteration 46Q: 3 clusters Score -1199557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1199556.750000 Penalty: 4568.477539
	Iteration 47F: 3 clusters Score -1199557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (204932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204932 members 
Entering Unmasked Estep 
Score: -24502018.000000 Penalty: 3033.147461
	Iteration 0F: 2 clusters Score -2.450202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102430 members 
Mstep: Class 2 contains 102502 members 
Entering Unmasked Estep 
Score: -24369144.000000 Penalty: 6066.294922
	Iteration 0F: 3 clusters Score -2.436914e+07 nChanged 98601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99277 members 
Mstep: Class 2 contains 105655 members 
Entering Unmasked Estep 
Score: -24427524.000000 Penalty: 6066.294922
	Iteration 1F: 3 clusters Score -2.442752e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97596 members 
Mstep: Class 2 contains 107336 members 
Entering Unmasked Estep 
Score: -24429022.000000 Penalty: 6066.294922
	Iteration 2Q: 3 clusters Score -2.442902e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94925 members 
Mstep: Class 2 contains 110007 members 
Entering Unmasked Estep 
Score: -24431194.000000 Penalty: 6066.294922
	Iteration 3Q: 3 clusters Score -2.443119e+07 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90784 members 
Mstep: Class 2 contains 114148 members 
Entering Unmasked Estep 
Score: -24434334.000000 Penalty: 6066.294922
	Iteration 4Q: 3 clusters Score -2.443433e+07 nChanged 10556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84524 members 
Mstep: Class 2 contains 120408 members 
Entering Unmasked Estep 
Score: -24439870.000000 Penalty: 6066.294922
	Iteration 5F: 3 clusters Score -2.443987e+07 nChanged 12981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75703 members 
Mstep: Class 2 contains 129229 members 
Entering Unmasked Estep 
Score: -24448416.000000 Penalty: 6066.294922
	Iteration 6F: 3 clusters Score -2.444842e+07 nChanged 15022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65325 members 
Mstep: Class 2 contains 139607 members 
Entering Unmasked Estep 
Score: -24460620.000000 Penalty: 6066.294922
	Iteration 7F: 3 clusters Score -2.446062e+07 nChanged 14316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 148689 members 
Entering Unmasked Estep 
Score: -24473522.000000 Penalty: 6066.294922
	Iteration 8F: 3 clusters Score -2.447352e+07 nChanged 11214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 154277 members 
Entering Unmasked Estep 
Score: -24481914.000000 Penalty: 6066.294922
	Iteration 9F: 3 clusters Score -2.448191e+07 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 157370 members 
Entering Unmasked Estep 
Score: -24485478.000000 Penalty: 6066.294922
	Iteration 10Q: 3 clusters Score -2.448548e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 159604 members 
Entering Unmasked Estep 
Score: -24487502.000000 Penalty: 6066.294922
	Iteration 11Q: 3 clusters Score -2.44875e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 161506 members 
Entering Unmasked Estep 
Score: -24488924.000000 Penalty: 6066.294922
	Iteration 12Q: 3 clusters Score -2.448892e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 163103 members 
Entering Unmasked Estep 
Score: -24489982.000000 Penalty: 6066.294922
	Iteration 13Q: 3 clusters Score -2.448998e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 164486 members 
Entering Unmasked Estep 
Score: -24490776.000000 Penalty: 6066.294922
	Iteration 14Q: 3 clusters Score -2.449078e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 165693 members 
Entering Unmasked Estep 
Score: -24491458.000000 Penalty: 6066.294922
	Iteration 15Q: 3 clusters Score -2.449146e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 166725 members 
Entering Unmasked Estep 
Score: -24492134.000000 Penalty: 6066.294922
	Iteration 16Q: 3 clusters Score -2.449213e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 167677 members 
Entering Unmasked Estep 
Score: -24492464.000000 Penalty: 6066.294922
	Iteration 17Q: 3 clusters Score -2.449246e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 168521 members 
Entering Unmasked Estep 
Score: -24492916.000000 Penalty: 6066.294922
	Iteration 18Q: 3 clusters Score -2.449292e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 169326 members 
Entering Unmasked Estep 
Score: -24493228.000000 Penalty: 6066.294922
	Iteration 19Q: 3 clusters Score -2.449323e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 170121 members 
Entering Unmasked Estep 
Score: -24493500.000000 Penalty: 6066.294922
	Iteration 20F: 3 clusters Score -2.44935e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 170836 members 
Entering Unmasked Estep 
Score: -24493760.000000 Penalty: 6066.294922
	Iteration 21Q: 3 clusters Score -2.449376e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 171536 members 
Entering Unmasked Estep 
Score: -24493944.000000 Penalty: 6066.294922
	Iteration 22Q: 3 clusters Score -2.449394e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 172198 members 
Entering Unmasked Estep 
Score: -24494118.000000 Penalty: 6066.294922
	Iteration 23Q: 3 clusters Score -2.449412e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 172802 members 
Entering Unmasked Estep 
Score: -24494326.000000 Penalty: 6066.294922
	Iteration 24Q: 3 clusters Score -2.449433e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 173382 members 
Entering Unmasked Estep 
Score: -24494386.000000 Penalty: 6066.294922
	Iteration 25Q: 3 clusters Score -2.449439e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 173904 members 
Entering Unmasked Estep 
Score: -24494526.000000 Penalty: 6066.294922
	Iteration 26Q: 3 clusters Score -2.449453e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 174394 members 
Entering Unmasked Estep 
Score: -24494608.000000 Penalty: 6066.294922
	Iteration 27Q: 3 clusters Score -2.449461e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 174816 members 
Entering Unmasked Estep 
Score: -24494704.000000 Penalty: 6066.294922
	Iteration 28Q: 3 clusters Score -2.44947e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 175248 members 
Entering Unmasked Estep 
Score: -24494734.000000 Penalty: 6066.294922
	Iteration 29Q: 3 clusters Score -2.449473e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 175685 members 
Entering Unmasked Estep 
Score: -24494772.000000 Penalty: 6066.294922
	Iteration 30Q: 3 clusters Score -2.449477e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 176058 members 
Entering Unmasked Estep 
Score: -24494834.000000 Penalty: 6066.294922
	Iteration 31Q: 3 clusters Score -2.449483e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 176417 members 
Entering Unmasked Estep 
Score: -24494872.000000 Penalty: 6066.294922
	Iteration 32Q: 3 clusters Score -2.449487e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 176760 members 
Entering Unmasked Estep 
Score: -24494912.000000 Penalty: 6066.294922
	Iteration 33Q: 3 clusters Score -2.449491e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 177126 members 
Entering Unmasked Estep 
Score: -24494980.000000 Penalty: 6066.294922
	Iteration 34Q: 3 clusters Score -2.449498e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 177448 members 
Entering Unmasked Estep 
Score: -24495056.000000 Penalty: 6066.294922
	Iteration 35Q: 3 clusters Score -2.449506e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 177766 members 
Entering Unmasked Estep 
Score: -24495098.000000 Penalty: 6066.294922
	Iteration 36Q: 3 clusters Score -2.44951e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 178087 members 
Entering Unmasked Estep 
Score: -24495178.000000 Penalty: 6066.294922
	Iteration 37Q: 3 clusters Score -2.449518e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 178395 members 
Entering Unmasked Estep 
Score: -24495156.000000 Penalty: 6066.294922
	Iteration 38Q: 3 clusters Score -2.449516e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 178702 members 
Entering Unmasked Estep 
Score: -24495246.000000 Penalty: 6066.294922
	Iteration 39Q: 3 clusters Score -2.449525e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 179004 members 
Entering Unmasked Estep 
Score: -24495296.000000 Penalty: 6066.294922
	Iteration 40F: 3 clusters Score -2.44953e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 179328 members 
Entering Unmasked Estep 
Score: -24495378.000000 Penalty: 6066.294922
	Iteration 41Q: 3 clusters Score -2.449538e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 179609 members 
Entering Unmasked Estep 
Score: -24495394.000000 Penalty: 6066.294922
	Iteration 42Q: 3 clusters Score -2.449539e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 179877 members 
Entering Unmasked Estep 
Score: -24495482.000000 Penalty: 6066.294922
	Iteration 43Q: 3 clusters Score -2.449548e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 180152 members 
Entering Unmasked Estep 
Score: -24495522.000000 Penalty: 6066.294922
	Iteration 44Q: 3 clusters Score -2.449552e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 180415 members 
Entering Unmasked Estep 
Score: -24495590.000000 Penalty: 6066.294922
	Iteration 45Q: 3 clusters Score -2.449559e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 180640 members 
Entering Unmasked Estep 
Score: -24495676.000000 Penalty: 6066.294922
	Iteration 46Q: 3 clusters Score -2.449568e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 180880 members 
Entering Unmasked Estep 
Score: -24495690.000000 Penalty: 6066.294922
	Iteration 47Q: 3 clusters Score -2.449569e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 181115 members 
Entering Unmasked Estep 
Score: -24495794.000000 Penalty: 6066.294922
	Iteration 48Q: 3 clusters Score -2.449579e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 181327 members 
Entering Unmasked Estep 
Score: -24495850.000000 Penalty: 6066.294922
	Iteration 49Q: 3 clusters Score -2.449585e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 181544 members 
Entering Unmasked Estep 
Score: -24495890.000000 Penalty: 6066.294922
	Iteration 50Q: 3 clusters Score -2.449589e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 181747 members 
Entering Unmasked Estep 
Score: -24495900.000000 Penalty: 6066.294922
	Iteration 51Q: 3 clusters Score -2.44959e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 181949 members 
Entering Unmasked Estep 
Score: -24495912.000000 Penalty: 6066.294922
	Iteration 52Q: 3 clusters Score -2.449591e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 182145 members 
Entering Unmasked Estep 
Score: -24495946.000000 Penalty: 6066.294922
	Iteration 53Q: 3 clusters Score -2.449595e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 182338 members 
Entering Unmasked Estep 
Score: -24495952.000000 Penalty: 6066.294922
	Iteration 54Q: 3 clusters Score -2.449595e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 182502 members 
Entering Unmasked Estep 
Score: -24495960.000000 Penalty: 6066.294922
	Iteration 55Q: 3 clusters Score -2.449596e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 182663 members 
Entering Unmasked Estep 
Score: -24495974.000000 Penalty: 6066.294922
	Iteration 56Q: 3 clusters Score -2.449597e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 182846 members 
Entering Unmasked Estep 
Score: -24496024.000000 Penalty: 6066.294922
	Iteration 57Q: 3 clusters Score -2.449602e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 183022 members 
Entering Unmasked Estep 
Score: -24495996.000000 Penalty: 6066.294922
	Iteration 58Q: 3 clusters Score -2.4496e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 183199 members 
Entering Unmasked Estep 
Score: -24495992.000000 Penalty: 6066.294922
	Iteration 59Q: 3 clusters Score -2.449599e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 183346 members 
Entering Unmasked Estep 
Score: -24496020.000000 Penalty: 6066.294922
	Iteration 60F: 3 clusters Score -2.449602e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 183502 members 
Entering Unmasked Estep 
Score: -24496048.000000 Penalty: 6066.294922
	Iteration 61Q: 3 clusters Score -2.449605e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 183657 members 
Entering Unmasked Estep 
Score: -24496060.000000 Penalty: 6066.294922
	Iteration 62Q: 3 clusters Score -2.449606e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 183827 members 
Entering Unmasked Estep 
Score: -24496132.000000 Penalty: 6066.294922
	Iteration 63Q: 3 clusters Score -2.449613e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 183974 members 
Entering Unmasked Estep 
Score: -24496146.000000 Penalty: 6066.294922
	Iteration 64Q: 3 clusters Score -2.449615e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 184124 members 
Entering Unmasked Estep 
Score: -24496166.000000 Penalty: 6066.294922
	Iteration 65Q: 3 clusters Score -2.449617e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 184267 members 
Entering Unmasked Estep 
Score: -24496178.000000 Penalty: 6066.294922
	Iteration 66Q: 3 clusters Score -2.449618e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 184427 members 
Entering Unmasked Estep 
Score: -24496210.000000 Penalty: 6066.294922
	Iteration 67Q: 3 clusters Score -2.449621e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 184576 members 
Entering Unmasked Estep 
Score: -24496232.000000 Penalty: 6066.294922
	Iteration 68Q: 3 clusters Score -2.449623e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 184712 members 
Entering Unmasked Estep 
Score: -24496258.000000 Penalty: 6066.294922
	Iteration 69Q: 3 clusters Score -2.449626e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 184863 members 
Entering Unmasked Estep 
Score: -24496272.000000 Penalty: 6066.294922
	Iteration 70Q: 3 clusters Score -2.449627e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 184999 members 
Entering Unmasked Estep 
Score: -24496286.000000 Penalty: 6066.294922
	Iteration 71Q: 3 clusters Score -2.449629e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 185135 members 
Entering Unmasked Estep 
Score: -24496284.000000 Penalty: 6066.294922
	Iteration 72Q: 3 clusters Score -2.449628e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 185272 members 
Entering Unmasked Estep 
Score: -24496328.000000 Penalty: 6066.294922
	Iteration 73Q: 3 clusters Score -2.449633e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 185414 members 
Entering Unmasked Estep 
Score: -24496324.000000 Penalty: 6066.294922
	Iteration 74Q: 3 clusters Score -2.449632e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 185537 members 
Entering Unmasked Estep 
Score: -24496312.000000 Penalty: 6066.294922
	Iteration 75Q: 3 clusters Score -2.449631e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 185638 members 
Entering Unmasked Estep 
Score: -24496346.000000 Penalty: 6066.294922
	Iteration 76Q: 3 clusters Score -2.449635e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 185726 members 
Entering Unmasked Estep 
Score: -24496392.000000 Penalty: 6066.294922
	Iteration 77Q: 3 clusters Score -2.449639e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 185809 members 
Entering Unmasked Estep 
Score: -24496412.000000 Penalty: 6066.294922
	Iteration 78Q: 3 clusters Score -2.449641e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 185888 members 
Entering Unmasked Estep 
Score: -24496414.000000 Penalty: 6066.294922
	Iteration 79Q: 3 clusters Score -2.449641e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 185978 members 
Entering Unmasked Estep 
Score: -24496416.000000 Penalty: 6066.294922
	Iteration 80F: 3 clusters Score -2.449642e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 186067 members 
Entering Unmasked Estep 
Score: -24496492.000000 Penalty: 6066.294922
	Iteration 81Q: 3 clusters Score -2.449649e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 186152 members 
Entering Unmasked Estep 
Score: -24496520.000000 Penalty: 6066.294922
	Iteration 82Q: 3 clusters Score -2.449652e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 186232 members 
Entering Unmasked Estep 
Score: -24496528.000000 Penalty: 6066.294922
	Iteration 83Q: 3 clusters Score -2.449653e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 186300 members 
Entering Unmasked Estep 
Score: -24496496.000000 Penalty: 6066.294922
	Iteration 84Q: 3 clusters Score -2.44965e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 186356 members 
Entering Unmasked Estep 
Score: -24496512.000000 Penalty: 6066.294922
	Iteration 85Q: 3 clusters Score -2.449651e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 186401 members 
Entering Unmasked Estep 
Score: -24496510.000000 Penalty: 6066.294922
	Iteration 86Q: 3 clusters Score -2.449651e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 186443 members 
Entering Unmasked Estep 
Score: -24496516.000000 Penalty: 6066.294922
	Iteration 87Q: 3 clusters Score -2.449652e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 186484 members 
Entering Unmasked Estep 
Score: -24496558.000000 Penalty: 6066.294922
	Iteration 88Q: 3 clusters Score -2.449656e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 186524 members 
Entering Unmasked Estep 
Score: -24496544.000000 Penalty: 6066.294922
	Iteration 89Q: 3 clusters Score -2.449654e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 186568 members 
Entering Unmasked Estep 
Score: -24496554.000000 Penalty: 6066.294922
	Iteration 90Q: 3 clusters Score -2.449655e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 186617 members 
Entering Unmasked Estep 
Score: -24496530.000000 Penalty: 6066.294922
	Iteration 91Q: 3 clusters Score -2.449653e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 186665 members 
Entering Unmasked Estep 
Score: -24496578.000000 Penalty: 6066.294922
	Iteration 92Q: 3 clusters Score -2.449658e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 186709 members 
Entering Unmasked Estep 
Score: -24496562.000000 Penalty: 6066.294922
	Iteration 93Q: 3 clusters Score -2.449656e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 186758 members 
Entering Unmasked Estep 
Score: -24496564.000000 Penalty: 6066.294922
	Iteration 94Q: 3 clusters Score -2.449656e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 186816 members 
Entering Unmasked Estep 
Score: -24496632.000000 Penalty: 6066.294922
	Iteration 95Q: 3 clusters Score -2.449663e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 186870 members 
Entering Unmasked Estep 
Score: -24496648.000000 Penalty: 6066.294922
	Iteration 96Q: 3 clusters Score -2.449665e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 186926 members 
Entering Unmasked Estep 
Score: -24496694.000000 Penalty: 6066.294922
	Iteration 97Q: 3 clusters Score -2.449669e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 186977 members 
Entering Unmasked Estep 
Score: -24496678.000000 Penalty: 6066.294922
	Iteration 98Q: 3 clusters Score -2.449668e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 187014 members 
Entering Unmasked Estep 
Score: -24496692.000000 Penalty: 6066.294922
	Iteration 99Q: 3 clusters Score -2.449669e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 187056 members 
Entering Unmasked Estep 
Score: -24496694.000000 Penalty: 6066.294922
	Iteration 100F: 3 clusters Score -2.449669e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 187103 members 
Entering Unmasked Estep 
Score: -24496714.000000 Penalty: 6066.294922
	Iteration 101Q: 3 clusters Score -2.449671e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 187132 members 
Entering Unmasked Estep 
Score: -24496676.000000 Penalty: 6066.294922
	Iteration 102Q: 3 clusters Score -2.449668e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 187152 members 
Entering Unmasked Estep 
Score: -24496684.000000 Penalty: 6066.294922
	Iteration 103Q: 3 clusters Score -2.449668e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 187173 members 
Entering Unmasked Estep 
Score: -24496676.000000 Penalty: 6066.294922
	Iteration 104Q: 3 clusters Score -2.449668e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 187194 members 
Entering Unmasked Estep 
Score: -24496684.000000 Penalty: 6066.294922
	Iteration 105Q: 3 clusters Score -2.449668e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 187210 members 
Entering Unmasked Estep 
Score: -24496696.000000 Penalty: 6066.294922
	Iteration 106Q: 3 clusters Score -2.44967e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 187229 members 
Entering Unmasked Estep 
Score: -24496702.000000 Penalty: 6066.294922
	Iteration 107Q: 3 clusters Score -2.44967e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 187253 members 
Entering Unmasked Estep 
Score: -24496694.000000 Penalty: 6066.294922
	Iteration 108Q: 3 clusters Score -2.449669e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 187278 members 
Entering Unmasked Estep 
Score: -24496692.000000 Penalty: 6066.294922
	Iteration 109Q: 3 clusters Score -2.449669e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 187308 members 
Entering Unmasked Estep 
Score: -24496706.000000 Penalty: 6066.294922
	Iteration 110Q: 3 clusters Score -2.449671e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 187337 members 
Entering Unmasked Estep 
Score: -24496704.000000 Penalty: 6066.294922
	Iteration 111Q: 3 clusters Score -2.44967e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 187360 members 
Entering Unmasked Estep 
Score: -24496690.000000 Penalty: 6066.294922
	Iteration 112Q: 3 clusters Score -2.449669e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 187388 members 
Entering Unmasked Estep 
Score: -24496710.000000 Penalty: 6066.294922
	Iteration 113Q: 3 clusters Score -2.449671e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 187409 members 
Entering Unmasked Estep 
Score: -24496744.000000 Penalty: 6066.294922
	Iteration 114Q: 3 clusters Score -2.449674e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 187429 members 
Entering Unmasked Estep 
Score: -24496736.000000 Penalty: 6066.294922
	Iteration 115Q: 3 clusters Score -2.449674e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 187458 members 
Entering Unmasked Estep 
Score: -24496750.000000 Penalty: 6066.294922
	Iteration 116Q: 3 clusters Score -2.449675e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 187490 members 
Entering Unmasked Estep 
Score: -24496778.000000 Penalty: 6066.294922
	Iteration 117Q: 3 clusters Score -2.449678e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 187513 members 
Entering Unmasked Estep 
Score: -24496782.000000 Penalty: 6066.294922
	Iteration 118Q: 3 clusters Score -2.449678e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 187542 members 
Entering Unmasked Estep 
Score: -24496796.000000 Penalty: 6066.294922
	Iteration 119Q: 3 clusters Score -2.44968e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 187577 members 
Entering Unmasked Estep 
Score: -24496826.000000 Penalty: 6066.294922
	Iteration 120F: 3 clusters Score -2.449683e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 187609 members 
Entering Unmasked Estep 
Score: -24496808.000000 Penalty: 6066.294922
	Iteration 121Q: 3 clusters Score -2.449681e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 187644 members 
Entering Unmasked Estep 
Score: -24496836.000000 Penalty: 6066.294922
	Iteration 122Q: 3 clusters Score -2.449684e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 187685 members 
Entering Unmasked Estep 
Score: -24496860.000000 Penalty: 6066.294922
	Iteration 123Q: 3 clusters Score -2.449686e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 187725 members 
Entering Unmasked Estep 
Score: -24496846.000000 Penalty: 6066.294922
	Iteration 124Q: 3 clusters Score -2.449685e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 187758 members 
Entering Unmasked Estep 
Score: -24496850.000000 Penalty: 6066.294922
	Iteration 125Q: 3 clusters Score -2.449685e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 187785 members 
Entering Unmasked Estep 
Score: -24496850.000000 Penalty: 6066.294922
	Iteration 126Q: 3 clusters Score -2.449685e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 187815 members 
Entering Unmasked Estep 
Score: -24496848.000000 Penalty: 6066.294922
	Iteration 127Q: 3 clusters Score -2.449685e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 187836 members 
Entering Unmasked Estep 
Score: -24496844.000000 Penalty: 6066.294922
	Iteration 128Q: 3 clusters Score -2.449684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 187855 members 
Entering Unmasked Estep 
Score: -24496850.000000 Penalty: 6066.294922
	Iteration 129Q: 3 clusters Score -2.449685e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 187868 members 
Entering Unmasked Estep 
Score: -24496840.000000 Penalty: 6066.294922
	Iteration 130Q: 3 clusters Score -2.449684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 187877 members 
Entering Unmasked Estep 
Score: -24496836.000000 Penalty: 6066.294922
	Iteration 131Q: 3 clusters Score -2.449684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 187891 members 
Entering Unmasked Estep 
Score: -24496826.000000 Penalty: 6066.294922
	Iteration 132Q: 3 clusters Score -2.449683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 187906 members 
Entering Unmasked Estep 
Score: -24496854.000000 Penalty: 6066.294922
	Iteration 133Q: 3 clusters Score -2.449685e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 187921 members 
Entering Unmasked Estep 
Score: -24496874.000000 Penalty: 6066.294922
	Iteration 134Q: 3 clusters Score -2.449687e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 187932 members 
Entering Unmasked Estep 
Score: -24496886.000000 Penalty: 6066.294922
	Iteration 135Q: 3 clusters Score -2.449689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 187945 members 
Entering Unmasked Estep 
Score: -24496856.000000 Penalty: 6066.294922
	Iteration 136Q: 3 clusters Score -2.449686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 187959 members 
Entering Unmasked Estep 
Score: -24496860.000000 Penalty: 6066.294922
	Iteration 137Q: 3 clusters Score -2.449686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 187973 members 
Entering Unmasked Estep 
Score: -24496854.000000 Penalty: 6066.294922
	Iteration 138Q: 3 clusters Score -2.449685e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 187992 members 
Entering Unmasked Estep 
Score: -24496854.000000 Penalty: 6066.294922
	Iteration 139Q: 3 clusters Score -2.449685e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 188015 members 
Entering Unmasked Estep 
Score: -24496844.000000 Penalty: 6066.294922
	Iteration 140F: 3 clusters Score -2.449684e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 188033 members 
Entering Unmasked Estep 
Score: -24496860.000000 Penalty: 6066.294922
	Iteration 141Q: 3 clusters Score -2.449686e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 188058 members 
Entering Unmasked Estep 
Score: -24496862.000000 Penalty: 6066.294922
	Iteration 142Q: 3 clusters Score -2.449686e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 188082 members 
Entering Unmasked Estep 
Score: -24496880.000000 Penalty: 6066.294922
	Iteration 143Q: 3 clusters Score -2.449688e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 188109 members 
Entering Unmasked Estep 
Score: -24496860.000000 Penalty: 6066.294922
	Iteration 144Q: 3 clusters Score -2.449686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 188126 members 
Entering Unmasked Estep 
Score: -24496854.000000 Penalty: 6066.294922
	Iteration 145Q: 3 clusters Score -2.449685e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 188145 members 
Entering Unmasked Estep 
Score: -24496860.000000 Penalty: 6066.294922
	Iteration 146Q: 3 clusters Score -2.449686e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 188171 members 
Entering Unmasked Estep 
Score: -24496840.000000 Penalty: 6066.294922
	Iteration 147Q: 3 clusters Score -2.449684e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 188203 members 
Entering Unmasked Estep 
Score: -24496876.000000 Penalty: 6066.294922
	Iteration 148Q: 3 clusters Score -2.449688e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 188236 members 
Entering Unmasked Estep 
Score: -24496884.000000 Penalty: 6066.294922
	Iteration 149Q: 3 clusters Score -2.449688e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 188260 members 
Entering Unmasked Estep 
Score: -24496912.000000 Penalty: 6066.294922
	Iteration 150Q: 3 clusters Score -2.449691e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 188283 members 
Entering Unmasked Estep 
Score: -24496906.000000 Penalty: 6066.294922
	Iteration 151Q: 3 clusters Score -2.449691e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 188300 members 
Entering Unmasked Estep 
Score: -24496928.000000 Penalty: 6066.294922
	Iteration 152Q: 3 clusters Score -2.449693e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 188315 members 
Entering Unmasked Estep 
Score: -24496940.000000 Penalty: 6066.294922
	Iteration 153Q: 3 clusters Score -2.449694e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 188334 members 
Entering Unmasked Estep 
Score: -24496944.000000 Penalty: 6066.294922
	Iteration 154Q: 3 clusters Score -2.449694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 188343 members 
Entering Unmasked Estep 
Score: -24496958.000000 Penalty: 6066.294922
	Iteration 155Q: 3 clusters Score -2.449696e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 188360 members 
Entering Unmasked Estep 
Score: -24496960.000000 Penalty: 6066.294922
	Iteration 156Q: 3 clusters Score -2.449696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 188370 members 
Entering Unmasked Estep 
Score: -24496942.000000 Penalty: 6066.294922
	Iteration 157Q: 3 clusters Score -2.449694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 188377 members 
Entering Unmasked Estep 
Score: -24496936.000000 Penalty: 6066.294922
	Iteration 158Q: 3 clusters Score -2.449694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 188382 members 
Entering Unmasked Estep 
Score: -24496952.000000 Penalty: 6066.294922
	Iteration 159Q: 3 clusters Score -2.449695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 188386 members 
Entering Unmasked Estep 
Score: -24496966.000000 Penalty: 6066.294922
	Iteration 160F: 3 clusters Score -2.449697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 188391 members 
Entering Unmasked Estep 
Score: -24496958.000000 Penalty: 6066.294922
	Iteration 161Q: 3 clusters Score -2.449696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 188397 members 
Entering Unmasked Estep 
Score: -24496952.000000 Penalty: 6066.294922
	Iteration 162Q: 3 clusters Score -2.449695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 188401 members 
Entering Unmasked Estep 
Score: -24496974.000000 Penalty: 6066.294922
	Iteration 163Q: 3 clusters Score -2.449697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 188402 members 
Entering Unmasked Estep 
Score: -24496982.000000 Penalty: 6066.294922
	Iteration 164Q: 3 clusters Score -2.449698e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 188402 members 
Entering Unmasked Estep 
Score: -24496982.000000 Penalty: 6066.294922
	Iteration 165F: 3 clusters Score -2.449698e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (144933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144933 members 
Entering Unmasked Estep 
Score: -17228982.000000 Penalty: 2947.238525
	Iteration 0F: 2 clusters Score -1.722898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72441 members 
Mstep: Class 2 contains 72492 members 
Entering Unmasked Estep 
Score: -17133822.000000 Penalty: 5894.477051
	Iteration 0F: 3 clusters Score -1.713382e+07 nChanged 69034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70779 members 
Mstep: Class 2 contains 74154 members 
Entering Unmasked Estep 
Score: -17173944.000000 Penalty: 5894.477051
	Iteration 1F: 3 clusters Score -1.717394e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 75367 members 
Entering Unmasked Estep 
Score: -17175748.000000 Penalty: 5894.477051
	Iteration 2Q: 3 clusters Score -1.717575e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67500 members 
Mstep: Class 2 contains 77433 members 
Entering Unmasked Estep 
Score: -17178754.000000 Penalty: 5894.477051
	Iteration 3Q: 3 clusters Score -1.717875e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64100 members 
Mstep: Class 2 contains 80833 members 
Entering Unmasked Estep 
Score: -17183098.000000 Penalty: 5894.477051
	Iteration 4F: 3 clusters Score -1.71831e+07 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58767 members 
Mstep: Class 2 contains 86166 members 
Entering Unmasked Estep 
Score: -17189128.000000 Penalty: 5894.477051
	Iteration 5F: 3 clusters Score -1.718913e+07 nChanged 11346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51549 members 
Mstep: Class 2 contains 93384 members 
Entering Unmasked Estep 
Score: -17197174.000000 Penalty: 5894.477051
	Iteration 6F: 3 clusters Score -1.719717e+07 nChanged 11299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 101113 members 
Entering Unmasked Estep 
Score: -17206806.000000 Penalty: 5894.477051
	Iteration 7F: 3 clusters Score -1.720681e+07 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 107614 members 
Entering Unmasked Estep 
Score: -17217104.000000 Penalty: 5894.477051
	Iteration 8F: 3 clusters Score -1.72171e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 110939 members 
Entering Unmasked Estep 
Score: -17223078.000000 Penalty: 5894.477051
	Iteration 9Q: 3 clusters Score -1.722308e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 112210 members 
Entering Unmasked Estep 
Score: -17224330.000000 Penalty: 5894.477051
	Iteration 10Q: 3 clusters Score -1.722433e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 113066 members 
Entering Unmasked Estep 
Score: -17224680.000000 Penalty: 5894.477051
	Iteration 11Q: 3 clusters Score -1.722468e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 113722 members 
Entering Unmasked Estep 
Score: -17224810.000000 Penalty: 5894.477051
	Iteration 12Q: 3 clusters Score -1.722481e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 114368 members 
Entering Unmasked Estep 
Score: -17225004.000000 Penalty: 5894.477051
	Iteration 13Q: 3 clusters Score -1.7225e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 114980 members 
Entering Unmasked Estep 
Score: -17225140.000000 Penalty: 5894.477051
	Iteration 14Q: 3 clusters Score -1.722514e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 115581 members 
Entering Unmasked Estep 
Score: -17225192.000000 Penalty: 5894.477051
	Iteration 15Q: 3 clusters Score -1.722519e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 116147 members 
Entering Unmasked Estep 
Score: -17225258.000000 Penalty: 5894.477051
	Iteration 16Q: 3 clusters Score -1.722526e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 116724 members 
Entering Unmasked Estep 
Score: -17225310.000000 Penalty: 5894.477051
	Iteration 17Q: 3 clusters Score -1.722531e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 117306 members 
Entering Unmasked Estep 
Score: -17225368.000000 Penalty: 5894.477051
	Iteration 18Q: 3 clusters Score -1.722537e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 117906 members 
Entering Unmasked Estep 
Score: -17225468.000000 Penalty: 5894.477051
	Iteration 19Q: 3 clusters Score -1.722547e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 118481 members 
Entering Unmasked Estep 
Score: -17225522.000000 Penalty: 5894.477051
	Iteration 20F: 3 clusters Score -1.722552e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 119066 members 
Entering Unmasked Estep 
Score: -17225610.000000 Penalty: 5894.477051
	Iteration 21Q: 3 clusters Score -1.722561e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 119675 members 
Entering Unmasked Estep 
Score: -17225658.000000 Penalty: 5894.477051
	Iteration 22Q: 3 clusters Score -1.722566e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 120309 members 
Entering Unmasked Estep 
Score: -17225740.000000 Penalty: 5894.477051
	Iteration 23Q: 3 clusters Score -1.722574e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 120959 members 
Entering Unmasked Estep 
Score: -17225886.000000 Penalty: 5894.477051
	Iteration 24Q: 3 clusters Score -1.722589e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 121608 members 
Entering Unmasked Estep 
Score: -17226110.000000 Penalty: 5894.477051
	Iteration 25Q: 3 clusters Score -1.722611e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 122249 members 
Entering Unmasked Estep 
Score: -17226244.000000 Penalty: 5894.477051
	Iteration 26Q: 3 clusters Score -1.722624e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 122864 members 
Entering Unmasked Estep 
Score: -17226366.000000 Penalty: 5894.477051
	Iteration 27Q: 3 clusters Score -1.722637e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 123460 members 
Entering Unmasked Estep 
Score: -17226398.000000 Penalty: 5894.477051
	Iteration 28Q: 3 clusters Score -1.72264e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 124088 members 
Entering Unmasked Estep 
Score: -17226560.000000 Penalty: 5894.477051
	Iteration 29Q: 3 clusters Score -1.722656e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 124742 members 
Entering Unmasked Estep 
Score: -17226750.000000 Penalty: 5894.477051
	Iteration 30Q: 3 clusters Score -1.722675e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 125392 members 
Entering Unmasked Estep 
Score: -17226846.000000 Penalty: 5894.477051
	Iteration 31Q: 3 clusters Score -1.722685e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 126053 members 
Entering Unmasked Estep 
Score: -17226896.000000 Penalty: 5894.477051
	Iteration 32Q: 3 clusters Score -1.72269e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 126684 members 
Entering Unmasked Estep 
Score: -17226998.000000 Penalty: 5894.477051
	Iteration 33Q: 3 clusters Score -1.7227e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 127279 members 
Entering Unmasked Estep 
Score: -17227140.000000 Penalty: 5894.477051
	Iteration 34Q: 3 clusters Score -1.722714e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 127803 members 
Entering Unmasked Estep 
Score: -17227200.000000 Penalty: 5894.477051
	Iteration 35Q: 3 clusters Score -1.72272e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 128344 members 
Entering Unmasked Estep 
Score: -17227254.000000 Penalty: 5894.477051
	Iteration 36Q: 3 clusters Score -1.722725e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 128886 members 
Entering Unmasked Estep 
Score: -17227356.000000 Penalty: 5894.477051
	Iteration 37Q: 3 clusters Score -1.722736e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 129433 members 
Entering Unmasked Estep 
Score: -17227444.000000 Penalty: 5894.477051
	Iteration 38Q: 3 clusters Score -1.722744e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 129945 members 
Entering Unmasked Estep 
Score: -17227524.000000 Penalty: 5894.477051
	Iteration 39Q: 3 clusters Score -1.722752e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 130433 members 
Entering Unmasked Estep 
Score: -17227678.000000 Penalty: 5894.477051
	Iteration 40F: 3 clusters Score -1.722768e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 130892 members 
Entering Unmasked Estep 
Score: -17227772.000000 Penalty: 5894.477051
	Iteration 41Q: 3 clusters Score -1.722777e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 131338 members 
Entering Unmasked Estep 
Score: -17227820.000000 Penalty: 5894.477051
	Iteration 42Q: 3 clusters Score -1.722782e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 131768 members 
Entering Unmasked Estep 
Score: -17227898.000000 Penalty: 5894.477051
	Iteration 43Q: 3 clusters Score -1.72279e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 132181 members 
Entering Unmasked Estep 
Score: -17227896.000000 Penalty: 5894.477051
	Iteration 44Q: 3 clusters Score -1.72279e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 132555 members 
Entering Unmasked Estep 
Score: -17227954.000000 Penalty: 5894.477051
	Iteration 45Q: 3 clusters Score -1.722795e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 132869 members 
Entering Unmasked Estep 
Score: -17228010.000000 Penalty: 5894.477051
	Iteration 46Q: 3 clusters Score -1.722801e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 133192 members 
Entering Unmasked Estep 
Score: -17228022.000000 Penalty: 5894.477051
	Iteration 47Q: 3 clusters Score -1.722802e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 133476 members 
Entering Unmasked Estep 
Score: -17228060.000000 Penalty: 5894.477051
	Iteration 48Q: 3 clusters Score -1.722806e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 133729 members 
Entering Unmasked Estep 
Score: -17228068.000000 Penalty: 5894.477051
	Iteration 49Q: 3 clusters Score -1.722807e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 133976 members 
Entering Unmasked Estep 
Score: -17228094.000000 Penalty: 5894.477051
	Iteration 50Q: 3 clusters Score -1.722809e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 134206 members 
Entering Unmasked Estep 
Score: -17228128.000000 Penalty: 5894.477051
	Iteration 51Q: 3 clusters Score -1.722813e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 134430 members 
Entering Unmasked Estep 
Score: -17228112.000000 Penalty: 5894.477051
	Iteration 52Q: 3 clusters Score -1.722811e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 134641 members 
Entering Unmasked Estep 
Score: -17228144.000000 Penalty: 5894.477051
	Iteration 53Q: 3 clusters Score -1.722814e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 134845 members 
Entering Unmasked Estep 
Score: -17228210.000000 Penalty: 5894.477051
	Iteration 54Q: 3 clusters Score -1.722821e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 135053 members 
Entering Unmasked Estep 
Score: -17228192.000000 Penalty: 5894.477051
	Iteration 55Q: 3 clusters Score -1.722819e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 135259 members 
Entering Unmasked Estep 
Score: -17228204.000000 Penalty: 5894.477051
	Iteration 56Q: 3 clusters Score -1.72282e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 135456 members 
Entering Unmasked Estep 
Score: -17228228.000000 Penalty: 5894.477051
	Iteration 57Q: 3 clusters Score -1.722823e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 135653 members 
Entering Unmasked Estep 
Score: -17228246.000000 Penalty: 5894.477051
	Iteration 58Q: 3 clusters Score -1.722825e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 135857 members 
Entering Unmasked Estep 
Score: -17228292.000000 Penalty: 5894.477051
	Iteration 59Q: 3 clusters Score -1.722829e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 136054 members 
Entering Unmasked Estep 
Score: -17228326.000000 Penalty: 5894.477051
	Iteration 60F: 3 clusters Score -1.722833e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 136252 members 
Entering Unmasked Estep 
Score: -17228346.000000 Penalty: 5894.477051
	Iteration 61Q: 3 clusters Score -1.722835e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 136440 members 
Entering Unmasked Estep 
Score: -17228392.000000 Penalty: 5894.477051
	Iteration 62Q: 3 clusters Score -1.722839e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 136608 members 
Entering Unmasked Estep 
Score: -17228434.000000 Penalty: 5894.477051
	Iteration 63Q: 3 clusters Score -1.722843e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 136772 members 
Entering Unmasked Estep 
Score: -17228466.000000 Penalty: 5894.477051
	Iteration 64Q: 3 clusters Score -1.722847e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 136915 members 
Entering Unmasked Estep 
Score: -17228488.000000 Penalty: 5894.477051
	Iteration 65Q: 3 clusters Score -1.722849e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 137061 members 
Entering Unmasked Estep 
Score: -17228496.000000 Penalty: 5894.477051
	Iteration 66Q: 3 clusters Score -1.72285e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 137211 members 
Entering Unmasked Estep 
Score: -17228576.000000 Penalty: 5894.477051
	Iteration 67Q: 3 clusters Score -1.722858e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 137335 members 
Entering Unmasked Estep 
Score: -17228584.000000 Penalty: 5894.477051
	Iteration 68Q: 3 clusters Score -1.722858e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 137442 members 
Entering Unmasked Estep 
Score: -17228566.000000 Penalty: 5894.477051
	Iteration 69Q: 3 clusters Score -1.722857e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 137557 members 
Entering Unmasked Estep 
Score: -17228580.000000 Penalty: 5894.477051
	Iteration 70Q: 3 clusters Score -1.722858e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 137680 members 
Entering Unmasked Estep 
Score: -17228588.000000 Penalty: 5894.477051
	Iteration 71Q: 3 clusters Score -1.722859e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 137784 members 
Entering Unmasked Estep 
Score: -17228628.000000 Penalty: 5894.477051
	Iteration 72Q: 3 clusters Score -1.722863e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 137882 members 
Entering Unmasked Estep 
Score: -17228620.000000 Penalty: 5894.477051
	Iteration 73Q: 3 clusters Score -1.722862e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 137962 members 
Entering Unmasked Estep 
Score: -17228648.000000 Penalty: 5894.477051
	Iteration 74Q: 3 clusters Score -1.722865e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 138027 members 
Entering Unmasked Estep 
Score: -17228654.000000 Penalty: 5894.477051
	Iteration 75Q: 3 clusters Score -1.722865e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 138082 members 
Entering Unmasked Estep 
Score: -17228668.000000 Penalty: 5894.477051
	Iteration 76Q: 3 clusters Score -1.722867e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 138139 members 
Entering Unmasked Estep 
Score: -17228702.000000 Penalty: 5894.477051
	Iteration 77Q: 3 clusters Score -1.72287e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 138186 members 
Entering Unmasked Estep 
Score: -17228712.000000 Penalty: 5894.477051
	Iteration 78Q: 3 clusters Score -1.722871e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 138223 members 
Entering Unmasked Estep 
Score: -17228722.000000 Penalty: 5894.477051
	Iteration 79Q: 3 clusters Score -1.722872e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 138267 members 
Entering Unmasked Estep 
Score: -17228736.000000 Penalty: 5894.477051
	Iteration 80F: 3 clusters Score -1.722874e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 138315 members 
Entering Unmasked Estep 
Score: -17228730.000000 Penalty: 5894.477051
	Iteration 81Q: 3 clusters Score -1.722873e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 138378 members 
Entering Unmasked Estep 
Score: -17228746.000000 Penalty: 5894.477051
	Iteration 82Q: 3 clusters Score -1.722875e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 138436 members 
Entering Unmasked Estep 
Score: -17228750.000000 Penalty: 5894.477051
	Iteration 83Q: 3 clusters Score -1.722875e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 138485 members 
Entering Unmasked Estep 
Score: -17228766.000000 Penalty: 5894.477051
	Iteration 84Q: 3 clusters Score -1.722877e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 138525 members 
Entering Unmasked Estep 
Score: -17228764.000000 Penalty: 5894.477051
	Iteration 85Q: 3 clusters Score -1.722876e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 138583 members 
Entering Unmasked Estep 
Score: -17228764.000000 Penalty: 5894.477051
	Iteration 86Q: 3 clusters Score -1.722876e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 138625 members 
Entering Unmasked Estep 
Score: -17228760.000000 Penalty: 5894.477051
	Iteration 87Q: 3 clusters Score -1.722876e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 138664 members 
Entering Unmasked Estep 
Score: -17228774.000000 Penalty: 5894.477051
	Iteration 88Q: 3 clusters Score -1.722877e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 138694 members 
Entering Unmasked Estep 
Score: -17228772.000000 Penalty: 5894.477051
	Iteration 89Q: 3 clusters Score -1.722877e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 138714 members 
Entering Unmasked Estep 
Score: -17228774.000000 Penalty: 5894.477051
	Iteration 90Q: 3 clusters Score -1.722877e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 138731 members 
Entering Unmasked Estep 
Score: -17228758.000000 Penalty: 5894.477051
	Iteration 91Q: 3 clusters Score -1.722876e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 138753 members 
Entering Unmasked Estep 
Score: -17228746.000000 Penalty: 5894.477051
	Iteration 92Q: 3 clusters Score -1.722875e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 138774 members 
Entering Unmasked Estep 
Score: -17228738.000000 Penalty: 5894.477051
	Iteration 93Q: 3 clusters Score -1.722874e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 138795 members 
Entering Unmasked Estep 
Score: -17228742.000000 Penalty: 5894.477051
	Iteration 94Q: 3 clusters Score -1.722874e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 138814 members 
Entering Unmasked Estep 
Score: -17228720.000000 Penalty: 5894.477051
	Iteration 95Q: 3 clusters Score -1.722872e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 138834 members 
Entering Unmasked Estep 
Score: -17228732.000000 Penalty: 5894.477051
	Iteration 96Q: 3 clusters Score -1.722873e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 138851 members 
Entering Unmasked Estep 
Score: -17228728.000000 Penalty: 5894.477051
	Iteration 97Q: 3 clusters Score -1.722873e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 138868 members 
Entering Unmasked Estep 
Score: -17228714.000000 Penalty: 5894.477051
	Iteration 98Q: 3 clusters Score -1.722871e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 138891 members 
Entering Unmasked Estep 
Score: -17228718.000000 Penalty: 5894.477051
	Iteration 99Q: 3 clusters Score -1.722872e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 138912 members 
Entering Unmasked Estep 
Score: -17228712.000000 Penalty: 5894.477051
	Iteration 100F: 3 clusters Score -1.722871e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 138927 members 
Entering Unmasked Estep 
Score: -17228724.000000 Penalty: 5894.477051
	Iteration 101Q: 3 clusters Score -1.722872e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 138937 members 
Entering Unmasked Estep 
Score: -17228724.000000 Penalty: 5894.477051
	Iteration 102Q: 3 clusters Score -1.722872e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 138945 members 
Entering Unmasked Estep 
Score: -17228716.000000 Penalty: 5894.477051
	Iteration 103Q: 3 clusters Score -1.722872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 138954 members 
Entering Unmasked Estep 
Score: -17228724.000000 Penalty: 5894.477051
	Iteration 104Q: 3 clusters Score -1.722872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 138963 members 
Entering Unmasked Estep 
Score: -17228716.000000 Penalty: 5894.477051
	Iteration 105Q: 3 clusters Score -1.722872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 138974 members 
Entering Unmasked Estep 
Score: -17228716.000000 Penalty: 5894.477051
	Iteration 106Q: 3 clusters Score -1.722872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 138982 members 
Entering Unmasked Estep 
Score: -17228716.000000 Penalty: 5894.477051
	Iteration 107Q: 3 clusters Score -1.722872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 138989 members 
Entering Unmasked Estep 
Score: -17228708.000000 Penalty: 5894.477051
	Iteration 108Q: 3 clusters Score -1.722871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 138995 members 
Entering Unmasked Estep 
Score: -17228714.000000 Penalty: 5894.477051
	Iteration 109Q: 3 clusters Score -1.722871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 138999 members 
Entering Unmasked Estep 
Score: -17228726.000000 Penalty: 5894.477051
	Iteration 110Q: 3 clusters Score -1.722873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 139009 members 
Entering Unmasked Estep 
Score: -17228740.000000 Penalty: 5894.477051
	Iteration 111Q: 3 clusters Score -1.722874e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 139021 members 
Entering Unmasked Estep 
Score: -17228740.000000 Penalty: 5894.477051
	Iteration 112Q: 3 clusters Score -1.722874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 139031 members 
Entering Unmasked Estep 
Score: -17228744.000000 Penalty: 5894.477051
	Iteration 113Q: 3 clusters Score -1.722874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 139041 members 
Entering Unmasked Estep 
Score: -17228732.000000 Penalty: 5894.477051
	Iteration 114Q: 3 clusters Score -1.722873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 139051 members 
Entering Unmasked Estep 
Score: -17228742.000000 Penalty: 5894.477051
	Iteration 115Q: 3 clusters Score -1.722874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 139054 members 
Entering Unmasked Estep 
Score: -17228736.000000 Penalty: 5894.477051
	Iteration 116Q: 3 clusters Score -1.722874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 139057 members 
Entering Unmasked Estep 
Score: -17228748.000000 Penalty: 5894.477051
	Iteration 117Q: 3 clusters Score -1.722875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 139058 members 
Entering Unmasked Estep 
Score: -17228740.000000 Penalty: 5894.477051
	Iteration 118Q: 3 clusters Score -1.722874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 139060 members 
Entering Unmasked Estep 
Score: -17228738.000000 Penalty: 5894.477051
	Iteration 119Q: 3 clusters Score -1.722874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 139064 members 
Entering Unmasked Estep 
Score: -17228728.000000 Penalty: 5894.477051
	Iteration 120F: 3 clusters Score -1.722873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Entering Unmasked Estep 
Score: -1843244.250000 Penalty: 2390.633789
	Iteration 0F: 2 clusters Score -1843244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1832200.875000 Penalty: 4781.267578
	Iteration 0F: 3 clusters Score -1832201 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1835702.625000 Penalty: 4781.267578
	Iteration 1F: 3 clusters Score -1835703 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1836104.500000 Penalty: 4781.267578
	Iteration 2F: 3 clusters Score -1836104 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1836424.500000 Penalty: 4781.267578
	Iteration 3Q: 3 clusters Score -1836424 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1836719.500000 Penalty: 4781.267578
	Iteration 4Q: 3 clusters Score -1836720 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1837016.000000 Penalty: 4781.267578
	Iteration 5Q: 3 clusters Score -1837016 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1837367.500000 Penalty: 4781.267578
	Iteration 6Q: 3 clusters Score -1837368 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1837745.625000 Penalty: 4781.267578
	Iteration 7Q: 3 clusters Score -1837746 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1838190.875000 Penalty: 4781.267578
	Iteration 8Q: 3 clusters Score -1838191 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1838692.875000 Penalty: 4781.267578
	Iteration 9F: 3 clusters Score -1838693 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1839187.750000 Penalty: 4781.267578
	Iteration 10Q: 3 clusters Score -1839188 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1839706.625000 Penalty: 4781.267578
	Iteration 11Q: 3 clusters Score -1839707 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1840161.625000 Penalty: 4781.267578
	Iteration 12Q: 3 clusters Score -1840162 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1840525.250000 Penalty: 4781.267578
	Iteration 13Q: 3 clusters Score -1840525 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1840777.750000 Penalty: 4781.267578
	Iteration 14Q: 3 clusters Score -1840778 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1840946.000000 Penalty: 4781.267578
	Iteration 15Q: 3 clusters Score -1840946 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1841069.125000 Penalty: 4781.267578
	Iteration 16Q: 3 clusters Score -1841069 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1841152.625000 Penalty: 4781.267578
	Iteration 17Q: 3 clusters Score -1841153 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1841193.625000 Penalty: 4781.267578
	Iteration 18Q: 3 clusters Score -1841194 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1841219.875000 Penalty: 4781.267578
	Iteration 19Q: 3 clusters Score -1841220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1841241.500000 Penalty: 4781.267578
	Iteration 20F: 3 clusters Score -1841242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1841258.250000 Penalty: 4781.267578
	Iteration 21Q: 3 clusters Score -1841258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1841275.125000 Penalty: 4781.267578
	Iteration 22Q: 3 clusters Score -1841275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1841289.625000 Penalty: 4781.267578
	Iteration 23Q: 3 clusters Score -1841290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1841303.125000 Penalty: 4781.267578
	Iteration 24Q: 3 clusters Score -1841303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1841319.500000 Penalty: 4781.267578
	Iteration 25Q: 3 clusters Score -1841320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -1841325.875000 Penalty: 4781.267578
	Iteration 26Q: 3 clusters Score -1841326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1841332.750000 Penalty: 4781.267578
	Iteration 27Q: 3 clusters Score -1841333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1841343.000000 Penalty: 4781.267578
	Iteration 28Q: 3 clusters Score -1841343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1841341.125000 Penalty: 4781.267578
	Iteration 29Q: 3 clusters Score -1841341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1841347.750000 Penalty: 4781.267578
	Iteration 30Q: 3 clusters Score -1841348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -1841353.250000 Penalty: 4781.267578
	Iteration 31Q: 3 clusters Score -1841353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1841354.875000 Penalty: 4781.267578
	Iteration 32Q: 3 clusters Score -1841355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1841357.125000 Penalty: 4781.267578
	Iteration 33Q: 3 clusters Score -1841357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1841354.000000 Penalty: 4781.267578
	Iteration 34Q: 3 clusters Score -1841354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1841354.875000 Penalty: 4781.267578
	Iteration 35Q: 3 clusters Score -1841355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1841362.125000 Penalty: 4781.267578
	Iteration 36Q: 3 clusters Score -1841362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1841362.125000 Penalty: 4781.267578
	Iteration 37Q: 3 clusters Score -1841362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1841362.500000 Penalty: 4781.267578
	Iteration 38Q: 3 clusters Score -1841362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1841366.625000 Penalty: 4781.267578
	Iteration 39Q: 3 clusters Score -1841367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1841368.250000 Penalty: 4781.267578
	Iteration 40F: 3 clusters Score -1841368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Entering Unmasked Estep 
Score: -119757.312500 Penalty: 1738.109375
	Iteration 0F: 2 clusters Score -119757.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -117723.578125 Penalty: 3476.218750
	Iteration 0F: 3 clusters Score -117723.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -118116.859375 Penalty: 3476.218750
	Iteration 1F: 3 clusters Score -118116.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -118236.796875 Penalty: 3476.218750
	Iteration 2F: 3 clusters Score -118236.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -118322.492188 Penalty: 3476.218750
	Iteration 3Q: 3 clusters Score -118322.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -118372.679688 Penalty: 3476.218750
	Iteration 4Q: 3 clusters Score -118372.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -118415.742188 Penalty: 3476.218750
	Iteration 5Q: 3 clusters Score -118415.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -118453.765625 Penalty: 3476.218750
	Iteration 6Q: 3 clusters Score -118453.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -118526.851562 Penalty: 3476.218750
	Iteration 7Q: 3 clusters Score -118526.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -118572.867188 Penalty: 3476.218750
	Iteration 8Q: 3 clusters Score -118572.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -118595.687500 Penalty: 3476.218750
	Iteration 9Q: 3 clusters Score -118595.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -118614.000000 Penalty: 3476.218750
	Iteration 10Q: 3 clusters Score -118614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -118625.531250 Penalty: 3476.218750
	Iteration 11Q: 3 clusters Score -118625.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -118635.632812 Penalty: 3476.218750
	Iteration 12Q: 3 clusters Score -118635.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -118647.265625 Penalty: 3476.218750
	Iteration 13Q: 3 clusters Score -118647.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -118660.601562 Penalty: 3476.218750
	Iteration 14Q: 3 clusters Score -118660.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -118666.859375 Penalty: 3476.218750
	Iteration 15Q: 3 clusters Score -118666.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -118673.312500 Penalty: 3476.218750
	Iteration 16Q: 3 clusters Score -118673.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -118674.171875 Penalty: 3476.218750
	Iteration 17Q: 3 clusters Score -118674.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -118675.429688 Penalty: 3476.218750
	Iteration 18Q: 3 clusters Score -118675.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -118677.789062 Penalty: 3476.218750
	Iteration 19Q: 3 clusters Score -118677.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -118682.898438 Penalty: 3476.218750
	Iteration 20F: 3 clusters Score -118682.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -118685.453125 Penalty: 3476.218750
	Iteration 21Q: 3 clusters Score -118685.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -118688.609375 Penalty: 3476.218750
	Iteration 22Q: 3 clusters Score -118688.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -118689.351562 Penalty: 3476.218750
	Iteration 23Q: 3 clusters Score -118689.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -118690.085938 Penalty: 3476.218750
	Iteration 24Q: 3 clusters Score -118690.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -118691.195312 Penalty: 3476.218750
	Iteration 25Q: 3 clusters Score -118691.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -118691.976562 Penalty: 3476.218750
	Iteration 26Q: 3 clusters Score -118692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -118692.593750 Penalty: 3476.218750
	Iteration 27Q: 3 clusters Score -118692.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -118692.593750 Penalty: 3476.218750
	Iteration 28F: 3 clusters Score -118692.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2284 members 
Mstep: Class 3 contains 30196 members 
Mstep: Class 4 contains 16129 members 
Mstep: Class 5 contains 33292 members 
Mstep: Class 6 contains 22431 members 
Mstep: Class 7 contains 1757 members 
Mstep: Class 8 contains 92787 members 
Mstep: Class 9 contains 5663 members 
Mstep: Class 10 contains 4699 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5276 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4697 members 
Mstep: Class 15 contains 46647 members 
Mstep: Class 16 contains 32960 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10003 members 
Mstep: Class 19 contains 204932 members 
Mstep: Class 20 contains 144933 members 
Mstep: Class 21 contains 15362 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055304.000000 Penalty: 73299.523438
Iteration 279Q: 23 clusters Score -8.00553e+07 nChanged 14928
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2278 members 
Mstep: Class 3 contains 30093 members 
Mstep: Class 4 contains 15971 members 
Mstep: Class 5 contains 33222 members 
Mstep: Class 6 contains 22267 members 
Mstep: Class 7 contains 1757 members 
Mstep: Class 8 contains 92041 members 
Mstep: Class 9 contains 5662 members 
Mstep: Class 10 contains 4538 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5272 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4675 members 
Mstep: Class 15 contains 46773 members 
Mstep: Class 16 contains 32949 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 215427 members 
Mstep: Class 20 contains 135816 members 
Mstep: Class 21 contains 15365 members 
Mstep: Class 22 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055416.000000 Penalty: 73299.523438
Iteration 280F: 23 clusters Score -8.005542e+07 nChanged 19184
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2271 members 
Mstep: Class 3 contains 29960 members 
Mstep: Class 4 contains 15725 members 
Mstep: Class 5 contains 33183 members 
Mstep: Class 6 contains 22078 members 
Mstep: Class 7 contains 1758 members 
Mstep: Class 8 contains 91335 members 
Mstep: Class 9 contains 5663 members 
Mstep: Class 10 contains 4321 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5270 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4654 members 
Mstep: Class 15 contains 46994 members 
Mstep: Class 16 contains 32937 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 9882 members 
Mstep: Class 19 contains 228443 members 
Mstep: Class 20 contains 124209 members 
Mstep: Class 21 contains 15366 members 
Mstep: Class 22 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80051464.000000 Penalty: 73299.523438
Iteration 281Q: 23 clusters Score -8.005146e+07 nChanged 24001
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2266 members 
Mstep: Class 3 contains 29892 members 
Mstep: Class 4 contains 15505 members 
Mstep: Class 5 contains 33120 members 
Mstep: Class 6 contains 21978 members 
Mstep: Class 7 contains 1760 members 
Mstep: Class 8 contains 91009 members 
Mstep: Class 9 contains 5664 members 
Mstep: Class 10 contains 4085 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5232 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4649 members 
Mstep: Class 15 contains 47528 members 
Mstep: Class 16 contains 32960 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 9819 members 
Mstep: Class 19 contains 242254 members 
Mstep: Class 20 contains 110958 members 
Mstep: Class 21 contains 15363 members 
Mstep: Class 22 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80042680.000000 Penalty: 73299.523438
Iteration 282Q: 23 clusters Score -8.004268e+07 nChanged 24259
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 29975 members 
Mstep: Class 4 contains 15407 members 
Mstep: Class 5 contains 33069 members 
Mstep: Class 6 contains 22042 members 
Mstep: Class 7 contains 1760 members 
Mstep: Class 8 contains 91424 members 
Mstep: Class 9 contains 5660 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5181 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4695 members 
Mstep: Class 15 contains 48253 members 
Mstep: Class 16 contains 32993 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 9838 members 
Mstep: Class 19 contains 252116 members 
Mstep: Class 20 contains 100028 members 
Mstep: Class 21 contains 15362 members 
Mstep: Class 22 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032512.000000 Penalty: 73299.523438
Iteration 283Q: 23 clusters Score -8.003251e+07 nChanged 20373
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 30226 members 
Mstep: Class 4 contains 15509 members 
Mstep: Class 5 contains 33053 members 
Mstep: Class 6 contains 22356 members 
Mstep: Class 7 contains 1759 members 
Mstep: Class 8 contains 92625 members 
Mstep: Class 9 contains 5664 members 
Mstep: Class 10 contains 3970 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 5126 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4772 members 
Mstep: Class 15 contains 48857 members 
Mstep: Class 16 contains 33041 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 9954 members 
Mstep: Class 19 contains 256220 members 
Mstep: Class 20 contains 93227 members 
Mstep: Class 21 contains 15370 members 
Mstep: Class 22 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026024.000000 Penalty: 73299.523438
Iteration 284Q: 23 clusters Score -8.002602e+07 nChanged 15893
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2276 members 
Mstep: Class 3 contains 30614 members 
Mstep: Class 4 contains 15769 members 
Mstep: Class 5 contains 33066 members 
Mstep: Class 6 contains 22818 members 
Mstep: Class 7 contains 1755 members 
Mstep: Class 8 contains 94293 members 
Mstep: Class 9 contains 5665 members 
Mstep: Class 10 contains 4046 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 5052 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 4881 members 
Mstep: Class 15 contains 49107 members 
Mstep: Class 16 contains 33091 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10121 members 
Mstep: Class 19 contains 256310 members 
Mstep: Class 20 contains 89727 members 
Mstep: Class 21 contains 15371 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80024328.000000 Penalty: 73299.523438
Iteration 285Q: 23 clusters Score -8.002433e+07 nChanged 12647
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2273 members 
Mstep: Class 3 contains 31041 members 
Mstep: Class 4 contains 16078 members 
Mstep: Class 5 contains 33140 members 
Mstep: Class 6 contains 23307 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 96268 members 
Mstep: Class 9 contains 5664 members 
Mstep: Class 10 contains 4165 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 5013 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 4985 members 
Mstep: Class 15 contains 49016 members 
Mstep: Class 16 contains 33144 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 10288 members 
Mstep: Class 19 contains 254304 members 
Mstep: Class 20 contains 88118 members 
Mstep: Class 21 contains 15373 members 
Mstep: Class 22 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80024968.000000 Penalty: 73299.523438
Iteration 286Q: 23 clusters Score -8.002497e+07 nChanged 10684
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 31499 members 
Mstep: Class 4 contains 16392 members 
Mstep: Class 5 contains 33199 members 
Mstep: Class 6 contains 23807 members 
Mstep: Class 7 contains 1747 members 
Mstep: Class 8 contains 98328 members 
Mstep: Class 9 contains 5662 members 
Mstep: Class 10 contains 4271 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 4993 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 5079 members 
Mstep: Class 15 contains 48688 members 
Mstep: Class 16 contains 33214 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 10451 members 
Mstep: Class 19 contains 251409 members 
Mstep: Class 20 contains 87532 members 
Mstep: Class 21 contains 15370 members 
Mstep: Class 22 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026176.000000 Penalty: 73299.523438
Iteration 287Q: 23 clusters Score -8.002618e+07 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2266 members 
Mstep: Class 3 contains 31872 members 
Mstep: Class 4 contains 16707 members 
Mstep: Class 5 contains 33195 members 
Mstep: Class 6 contains 24277 members 
Mstep: Class 7 contains 1741 members 
Mstep: Class 8 contains 100342 members 
Mstep: Class 9 contains 5662 members 
Mstep: Class 10 contains 4381 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 4989 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 48214 members 
Mstep: Class 16 contains 33278 members 
Mstep: Class 17 contains 941 members 
Mstep: Class 18 contains 10610 members 
Mstep: Class 19 contains 248210 members 
Mstep: Class 20 contains 87615 members 
Mstep: Class 21 contains 15369 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80028048.000000 Penalty: 73299.523438
Iteration 288Q: 23 clusters Score -8.002805e+07 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2260 members 
Mstep: Class 3 contains 32221 members 
Mstep: Class 4 contains 17018 members 
Mstep: Class 5 contains 33144 members 
Mstep: Class 6 contains 24701 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 102248 members 
Mstep: Class 9 contains 5665 members 
Mstep: Class 10 contains 4493 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5003 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 5277 members 
Mstep: Class 15 contains 47687 members 
Mstep: Class 16 contains 33342 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 10755 members 
Mstep: Class 19 contains 244904 members 
Mstep: Class 20 contains 88090 members 
Mstep: Class 21 contains 15366 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80030336.000000 Penalty: 73299.523438
Iteration 289Q: 23 clusters Score -8.003034e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2260 members 
Mstep: Class 3 contains 32509 members 
Mstep: Class 4 contains 17289 members 
Mstep: Class 5 contains 33054 members 
Mstep: Class 6 contains 25070 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 104074 members 
Mstep: Class 9 contains 5663 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 5380 members 
Mstep: Class 15 contains 47144 members 
Mstep: Class 16 contains 33358 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 10891 members 
Mstep: Class 19 contains 241633 members 
Mstep: Class 20 contains 88881 members 
Mstep: Class 21 contains 15363 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80033160.000000 Penalty: 73299.523438
Iteration 290Q: 23 clusters Score -8.003316e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2258 members 
Mstep: Class 3 contains 32753 members 
Mstep: Class 4 contains 17517 members 
Mstep: Class 5 contains 32920 members 
Mstep: Class 6 contains 25400 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 105711 members 
Mstep: Class 9 contains 5659 members 
Mstep: Class 10 contains 4684 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5031 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 5487 members 
Mstep: Class 15 contains 46633 members 
Mstep: Class 16 contains 33390 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 11014 members 
Mstep: Class 19 contains 238601 members 
Mstep: Class 20 contains 89771 members 
Mstep: Class 21 contains 15357 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80035320.000000 Penalty: 73299.523438
Iteration 291Q: 23 clusters Score -8.003532e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 32949 members 
Mstep: Class 4 contains 17713 members 
Mstep: Class 5 contains 32793 members 
Mstep: Class 6 contains 25680 members 
Mstep: Class 7 contains 1714 members 
Mstep: Class 8 contains 107120 members 
Mstep: Class 9 contains 5667 members 
Mstep: Class 10 contains 4753 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5050 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 5565 members 
Mstep: Class 15 contains 46167 members 
Mstep: Class 16 contains 33424 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 11086 members 
Mstep: Class 19 contains 235842 members 
Mstep: Class 20 contains 90778 members 
Mstep: Class 21 contains 15347 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037232.000000 Penalty: 73299.523438
Iteration 292Q: 23 clusters Score -8.003723e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2257 members 
Mstep: Class 3 contains 33106 members 
Mstep: Class 4 contains 17885 members 
Mstep: Class 5 contains 32666 members 
Mstep: Class 6 contains 25871 members 
Mstep: Class 7 contains 1708 members 
Mstep: Class 8 contains 108292 members 
Mstep: Class 9 contains 5674 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5067 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 5630 members 
Mstep: Class 15 contains 45709 members 
Mstep: Class 16 contains 33460 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 11116 members 
Mstep: Class 19 contains 233489 members 
Mstep: Class 20 contains 91853 members 
Mstep: Class 21 contains 15346 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
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Score: -80039288.000000 Penalty: 73299.523438
Iteration 293Q: 23 clusters Score -8.003929e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 2259 members 
Mstep: Class 3 contains 33195 members 
Mstep: Class 4 contains 17976 members 
Mstep: Class 5 contains 32548 members 
Mstep: Class 6 contains 26005 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 109303 members 
Mstep: Class 9 contains 5678 members 
Mstep: Class 10 contains 4845 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5085 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 5687 members 
Mstep: Class 15 contains 45271 members 
Mstep: Class 16 contains 33495 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 11152 members 
Mstep: Class 19 contains 231471 members 
Mstep: Class 20 contains 92946 members 
Mstep: Class 21 contains 15340 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80040704.000000 Penalty: 73299.523438
Iteration 294Q: 23 clusters Score -8.00407e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2258 members 
Mstep: Class 3 contains 33269 members 
Mstep: Class 4 contains 18021 members 
Mstep: Class 5 contains 32431 members 
Mstep: Class 6 contains 26093 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 110143 members 
Mstep: Class 9 contains 5679 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5105 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 5733 members 
Mstep: Class 15 contains 44842 members 
Mstep: Class 16 contains 33509 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 11174 members 
Mstep: Class 19 contains 229846 members 
Mstep: Class 20 contains 93977 members 
Mstep: Class 21 contains 15337 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80042136.000000 Penalty: 73299.523438
Iteration 295Q: 23 clusters Score -8.004214e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2259 members 
Mstep: Class 3 contains 33328 members 
Mstep: Class 4 contains 18056 members 
Mstep: Class 5 contains 32307 members 
Mstep: Class 6 contains 26156 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 110814 members 
Mstep: Class 9 contains 5678 members 
Mstep: Class 10 contains 4890 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5128 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 5778 members 
Mstep: Class 15 contains 44493 members 
Mstep: Class 16 contains 33522 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 11180 members 
Mstep: Class 19 contains 228440 members 
Mstep: Class 20 contains 94961 members 
Mstep: Class 21 contains 15337 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043456.000000 Penalty: 73299.523438
Iteration 296Q: 23 clusters Score -8.004346e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 33357 members 
Mstep: Class 4 contains 18091 members 
Mstep: Class 5 contains 32178 members 
Mstep: Class 6 contains 26196 members 
Mstep: Class 7 contains 1693 members 
Mstep: Class 8 contains 111265 members 
Mstep: Class 9 contains 5678 members 
Mstep: Class 10 contains 4900 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5148 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 5813 members 
Mstep: Class 15 contains 44191 members 
Mstep: Class 16 contains 33504 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 11174 members 
Mstep: Class 19 contains 227344 members 
Mstep: Class 20 contains 95939 members 
Mstep: Class 21 contains 15342 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044520.000000 Penalty: 73299.523438
Iteration 297Q: 23 clusters Score -8.004452e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 33361 members 
Mstep: Class 4 contains 18120 members 
Mstep: Class 5 contains 32053 members 
Mstep: Class 6 contains 26214 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 111592 members 
Mstep: Class 9 contains 5680 members 
Mstep: Class 10 contains 4915 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5155 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 43932 members 
Mstep: Class 16 contains 33507 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 11168 members 
Mstep: Class 19 contains 226440 members 
Mstep: Class 20 contains 96861 members 
Mstep: Class 21 contains 15335 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80045056.000000 Penalty: 73299.523438
Iteration 298Q: 23 clusters Score -8.004506e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2266 members 
Mstep: Class 3 contains 33359 members 
Mstep: Class 4 contains 18130 members 
Mstep: Class 5 contains 31919 members 
Mstep: Class 6 contains 26222 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 8 contains 111787 members 
Mstep: Class 9 contains 5681 members 
Mstep: Class 10 contains 4918 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5160 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 5864 members 
Mstep: Class 15 contains 43698 members 
Mstep: Class 16 contains 33515 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 11166 members 
Mstep: Class 19 contains 225746 members 
Mstep: Class 20 contains 97722 members 
Mstep: Class 21 contains 15330 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 299Q: 23 clusters Score -8.004575e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2265 members 
Mstep: Class 3 contains 33327 members 
Mstep: Class 4 contains 18126 members 
Mstep: Class 5 contains 31799 members 
Mstep: Class 6 contains 26215 members 
Mstep: Class 7 contains 1689 members 
Mstep: Class 8 contains 111938 members 
Mstep: Class 9 contains 5684 members 
Mstep: Class 10 contains 4919 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 5896 members 
Mstep: Class 15 contains 43526 members 
Mstep: Class 16 contains 33511 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 11152 members 
Mstep: Class 19 contains 225029 members 
Mstep: Class 20 contains 98655 members 
Mstep: Class 21 contains 15324 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046688.000000 Penalty: 73299.523438
Iteration 300F: 23 clusters Score -8.004669e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2266 members 
Mstep: Class 3 contains 33299 members 
Mstep: Class 4 contains 18109 members 
Mstep: Class 5 contains 31698 members 
Mstep: Class 6 contains 26200 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 8 contains 112030 members 
Mstep: Class 9 contains 5684 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5161 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 5922 members 
Mstep: Class 15 contains 43374 members 
Mstep: Class 16 contains 33485 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 11128 members 
Mstep: Class 19 contains 224296 members 
Mstep: Class 20 contains 99685 members 
Mstep: Class 21 contains 15319 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047288.000000 Penalty: 73299.523438
Iteration 301Q: 23 clusters Score -8.004729e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2264 members 
Mstep: Class 3 contains 33274 members 
Mstep: Class 4 contains 18089 members 
Mstep: Class 5 contains 31609 members 
Mstep: Class 6 contains 26183 members 
Mstep: Class 7 contains 1687 members 
Mstep: Class 8 contains 112042 members 
Mstep: Class 9 contains 5683 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 5171 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 5950 members 
Mstep: Class 15 contains 43260 members 
Mstep: Class 16 contains 33466 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 11115 members 
Mstep: Class 19 contains 223570 members 
Mstep: Class 20 contains 100710 members 
Mstep: Class 21 contains 15314 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 302Q: 23 clusters Score -8.004777e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 33250 members 
Mstep: Class 4 contains 18068 members 
Mstep: Class 5 contains 31528 members 
Mstep: Class 6 contains 26161 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 8 contains 111957 members 
Mstep: Class 9 contains 5682 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 5180 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 5976 members 
Mstep: Class 15 contains 43164 members 
Mstep: Class 16 contains 33457 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 11098 members 
Mstep: Class 19 contains 222893 members 
Mstep: Class 20 contains 101774 members 
Mstep: Class 21 contains 15308 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
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Iteration 303Q: 23 clusters Score -8.004825e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 33220 members 
Mstep: Class 4 contains 18024 members 
Mstep: Class 5 contains 31426 members 
Mstep: Class 6 contains 26143 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 8 contains 111814 members 
Mstep: Class 9 contains 5681 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 5182 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 6003 members 
Mstep: Class 15 contains 43084 members 
Mstep: Class 16 contains 33450 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 11092 members 
Mstep: Class 19 contains 222277 members 
Mstep: Class 20 contains 102839 members 
Mstep: Class 21 contains 15304 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
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Iteration 304Q: 23 clusters Score -8.004862e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2266 members 
Mstep: Class 3 contains 33191 members 
Mstep: Class 4 contains 17976 members 
Mstep: Class 5 contains 31318 members 
Mstep: Class 6 contains 26114 members 
Mstep: Class 7 contains 1687 members 
Mstep: Class 8 contains 111582 members 
Mstep: Class 9 contains 5680 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 5180 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 6023 members 
Mstep: Class 15 contains 43015 members 
Mstep: Class 16 contains 33453 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 11075 members 
Mstep: Class 19 contains 221755 members 
Mstep: Class 20 contains 103925 members 
Mstep: Class 21 contains 15301 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
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Iteration 305Q: 23 clusters Score -8.004873e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 33155 members 
Mstep: Class 4 contains 17920 members 
Mstep: Class 5 contains 31203 members 
Mstep: Class 6 contains 26085 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 8 contains 111320 members 
Mstep: Class 9 contains 5676 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 5173 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 6037 members 
Mstep: Class 15 contains 42961 members 
Mstep: Class 16 contains 33440 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 11063 members 
Mstep: Class 19 contains 221208 members 
Mstep: Class 20 contains 105100 members 
Mstep: Class 21 contains 15299 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
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Iteration 306Q: 23 clusters Score -8.004914e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2260 members 
Mstep: Class 3 contains 33126 members 
Mstep: Class 4 contains 17875 members 
Mstep: Class 5 contains 31105 members 
Mstep: Class 6 contains 26066 members 
Mstep: Class 7 contains 1686 members 
Mstep: Class 8 contains 111009 members 
Mstep: Class 9 contains 5674 members 
Mstep: Class 10 contains 4919 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 5177 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 6043 members 
Mstep: Class 15 contains 42925 members 
Mstep: Class 16 contains 33441 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 11044 members 
Mstep: Class 19 contains 220751 members 
Mstep: Class 20 contains 106146 members 
Mstep: Class 21 contains 15298 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
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Iteration 307Q: 23 clusters Score -8.004955e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2265 members 
Mstep: Class 3 contains 33074 members 
Mstep: Class 4 contains 17831 members 
Mstep: Class 5 contains 31019 members 
Mstep: Class 6 contains 26042 members 
Mstep: Class 7 contains 1686 members 
Mstep: Class 8 contains 110710 members 
Mstep: Class 9 contains 5674 members 
Mstep: Class 10 contains 4916 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 5176 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 6051 members 
Mstep: Class 15 contains 42907 members 
Mstep: Class 16 contains 33450 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 11021 members 
Mstep: Class 19 contains 220324 members 
Mstep: Class 20 contains 107144 members 
Mstep: Class 21 contains 15291 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
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Iteration 308Q: 23 clusters Score -8.004988e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 33021 members 
Mstep: Class 4 contains 17770 members 
Mstep: Class 5 contains 30951 members 
Mstep: Class 6 contains 26014 members 
Mstep: Class 7 contains 1687 members 
Mstep: Class 8 contains 110355 members 
Mstep: Class 9 contains 5674 members 
Mstep: Class 10 contains 4917 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 5180 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 6055 members 
Mstep: Class 15 contains 42887 members 
Mstep: Class 16 contains 33472 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 11003 members 
Mstep: Class 19 contains 219957 members 
Mstep: Class 20 contains 108124 members 
Mstep: Class 21 contains 15284 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
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Iteration 309Q: 23 clusters Score -8.005006e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2263 members 
Mstep: Class 3 contains 32971 members 
Mstep: Class 4 contains 17728 members 
Mstep: Class 5 contains 30898 members 
Mstep: Class 6 contains 26021 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 8 contains 110039 members 
Mstep: Class 9 contains 5675 members 
Mstep: Class 10 contains 4920 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 5190 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 42868 members 
Mstep: Class 16 contains 33483 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10982 members 
Mstep: Class 19 contains 219498 members 
Mstep: Class 20 contains 109077 members 
Mstep: Class 21 contains 15279 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
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Iteration 310Q: 23 clusters Score -8.005033e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2264 members 
Mstep: Class 3 contains 32903 members 
Mstep: Class 4 contains 17678 members 
Mstep: Class 5 contains 30833 members 
Mstep: Class 6 contains 26010 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 8 contains 109664 members 
Mstep: Class 9 contains 5678 members 
Mstep: Class 10 contains 4912 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 5198 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 6078 members 
Mstep: Class 15 contains 42821 members 
Mstep: Class 16 contains 33488 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10976 members 
Mstep: Class 19 contains 219220 members 
Mstep: Class 20 contains 109981 members 
Mstep: Class 21 contains 15275 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
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Iteration 311Q: 23 clusters Score -8.005066e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2269 members 
Mstep: Class 3 contains 32816 members 
Mstep: Class 4 contains 17619 members 
Mstep: Class 5 contains 30774 members 
Mstep: Class 6 contains 25977 members 
Mstep: Class 7 contains 1689 members 
Mstep: Class 8 contains 109337 members 
Mstep: Class 9 contains 5679 members 
Mstep: Class 10 contains 4902 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 6089 members 
Mstep: Class 15 contains 42755 members 
Mstep: Class 16 contains 33490 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10953 members 
Mstep: Class 19 contains 218872 members 
Mstep: Class 20 contains 110988 members 
Mstep: Class 21 contains 15271 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
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Iteration 312Q: 23 clusters Score -8.0051e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 32742 members 
Mstep: Class 4 contains 17557 members 
Mstep: Class 5 contains 30709 members 
Mstep: Class 6 contains 25927 members 
Mstep: Class 7 contains 1692 members 
Mstep: Class 8 contains 109003 members 
Mstep: Class 9 contains 5679 members 
Mstep: Class 10 contains 4899 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 5205 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 6096 members 
Mstep: Class 15 contains 42700 members 
Mstep: Class 16 contains 33497 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 10930 members 
Mstep: Class 19 contains 218483 members 
Mstep: Class 20 contains 112037 members 
Mstep: Class 21 contains 15270 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80051224.000000 Penalty: 73299.523438
Iteration 313Q: 23 clusters Score -8.005122e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2265 members 
Mstep: Class 3 contains 32680 members 
Mstep: Class 4 contains 17510 members 
Mstep: Class 5 contains 30643 members 
Mstep: Class 6 contains 25880 members 
Mstep: Class 7 contains 1692 members 
Mstep: Class 8 contains 108650 members 
Mstep: Class 9 contains 5679 members 
Mstep: Class 10 contains 4892 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 5209 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 6103 members 
Mstep: Class 15 contains 42680 members 
Mstep: Class 16 contains 33508 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10905 members 
Mstep: Class 19 contains 218039 members 
Mstep: Class 20 contains 113101 members 
Mstep: Class 21 contains 15271 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80051320.000000 Penalty: 73299.523438
Iteration 314Q: 23 clusters Score -8.005132e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2263 members 
Mstep: Class 3 contains 32630 members 
Mstep: Class 4 contains 17470 members 
Mstep: Class 5 contains 30589 members 
Mstep: Class 6 contains 25833 members 
Mstep: Class 7 contains 1692 members 
Mstep: Class 8 contains 108245 members 
Mstep: Class 9 contains 5679 members 
Mstep: Class 10 contains 4883 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 5219 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 6114 members 
Mstep: Class 15 contains 42663 members 
Mstep: Class 16 contains 33527 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10877 members 
Mstep: Class 19 contains 217635 members 
Mstep: Class 20 contains 114132 members 
Mstep: Class 21 contains 15268 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80051520.000000 Penalty: 73299.523438
Iteration 315Q: 23 clusters Score -8.005152e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2260 members 
Mstep: Class 3 contains 32574 members 
Mstep: Class 4 contains 17425 members 
Mstep: Class 5 contains 30546 members 
Mstep: Class 6 contains 25778 members 
Mstep: Class 7 contains 1692 members 
Mstep: Class 8 contains 107835 members 
Mstep: Class 9 contains 5678 members 
Mstep: Class 10 contains 4871 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5229 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 6116 members 
Mstep: Class 15 contains 42650 members 
Mstep: Class 16 contains 33546 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10858 members 
Mstep: Class 19 contains 217265 members 
Mstep: Class 20 contains 115144 members 
Mstep: Class 21 contains 15266 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80051840.000000 Penalty: 73299.523438
Iteration 316Q: 23 clusters Score -8.005184e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2260 members 
Mstep: Class 3 contains 32508 members 
Mstep: Class 4 contains 17383 members 
Mstep: Class 5 contains 30513 members 
Mstep: Class 6 contains 25708 members 
Mstep: Class 7 contains 1692 members 
Mstep: Class 8 contains 107433 members 
Mstep: Class 9 contains 5680 members 
Mstep: Class 10 contains 4864 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5238 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 6106 members 
Mstep: Class 15 contains 42640 members 
Mstep: Class 16 contains 33563 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10829 members 
Mstep: Class 19 contains 216921 members 
Mstep: Class 20 contains 116156 members 
Mstep: Class 21 contains 15260 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052216.000000 Penalty: 73299.523438
Iteration 317Q: 23 clusters Score -8.005222e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2257 members 
Mstep: Class 3 contains 32447 members 
Mstep: Class 4 contains 17343 members 
Mstep: Class 5 contains 30481 members 
Mstep: Class 6 contains 25632 members 
Mstep: Class 7 contains 1692 members 
Mstep: Class 8 contains 107027 members 
Mstep: Class 9 contains 5679 members 
Mstep: Class 10 contains 4859 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5243 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 6095 members 
Mstep: Class 15 contains 42633 members 
Mstep: Class 16 contains 33577 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10816 members 
Mstep: Class 19 contains 216564 members 
Mstep: Class 20 contains 117168 members 
Mstep: Class 21 contains 15258 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052208.000000 Penalty: 73299.523438
Iteration 318Q: 23 clusters Score -8.005221e+07 nChanged 1984
Entering ConstructFrom: 
Score: -80052208.000000 Penalty: 73299.523438
Entering ConstructFrom: 
Trying to split cluster 1 (4931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Entering Unmasked Estep 
Score: -565287.500000 Penalty: 2108.817627
	Iteration 0F: 2 clusters Score -565287.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -560826.125000 Penalty: 4217.635254
	Iteration 0F: 3 clusters Score -560826.1 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -561943.437500 Penalty: 4217.635254
	Iteration 1F: 3 clusters Score -561943.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -562269.062500 Penalty: 4217.635254
	Iteration 2F: 3 clusters Score -562269.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -562569.750000 Penalty: 4217.635254
	Iteration 3F: 3 clusters Score -562569.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -562845.437500 Penalty: 4217.635254
	Iteration 4F: 3 clusters Score -562845.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -563046.000000 Penalty: 4217.635254
	Iteration 5F: 3 clusters Score -563046 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -563222.625000 Penalty: 4217.635254
	Iteration 6Q: 3 clusters Score -563222.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -563356.062500 Penalty: 4217.635254
	Iteration 7Q: 3 clusters Score -563356.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -563469.062500 Penalty: 4217.635254
	Iteration 8Q: 3 clusters Score -563469.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -563580.375000 Penalty: 4217.635254
	Iteration 9Q: 3 clusters Score -563580.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -563652.625000 Penalty: 4217.635254
	Iteration 10Q: 3 clusters Score -563652.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -563709.500000 Penalty: 4217.635254
	Iteration 11Q: 3 clusters Score -563709.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -563765.625000 Penalty: 4217.635254
	Iteration 12Q: 3 clusters Score -563765.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -563812.750000 Penalty: 4217.635254
	Iteration 13Q: 3 clusters Score -563812.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -563851.437500 Penalty: 4217.635254
	Iteration 14Q: 3 clusters Score -563851.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -563882.500000 Penalty: 4217.635254
	Iteration 15Q: 3 clusters Score -563882.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -563901.937500 Penalty: 4217.635254
	Iteration 16Q: 3 clusters Score -563901.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -563916.812500 Penalty: 4217.635254
	Iteration 17Q: 3 clusters Score -563916.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -563929.500000 Penalty: 4217.635254
	Iteration 18Q: 3 clusters Score -563929.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -563943.437500 Penalty: 4217.635254
	Iteration 19Q: 3 clusters Score -563943.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -563956.687500 Penalty: 4217.635254
	Iteration 20F: 3 clusters Score -563956.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -563970.000000 Penalty: 4217.635254
	Iteration 21Q: 3 clusters Score -563970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -563982.750000 Penalty: 4217.635254
	Iteration 22Q: 3 clusters Score -563982.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -563993.750000 Penalty: 4217.635254
	Iteration 23Q: 3 clusters Score -563993.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -563998.812500 Penalty: 4217.635254
	Iteration 24Q: 3 clusters Score -563998.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -564003.187500 Penalty: 4217.635254
	Iteration 25Q: 3 clusters Score -564003.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -564008.000000 Penalty: 4217.635254
	Iteration 26Q: 3 clusters Score -564008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -564011.187500 Penalty: 4217.635254
	Iteration 27Q: 3 clusters Score -564011.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -564015.937500 Penalty: 4217.635254
	Iteration 28Q: 3 clusters Score -564015.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -564019.125000 Penalty: 4217.635254
	Iteration 29Q: 3 clusters Score -564019.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -564023.187500 Penalty: 4217.635254
	Iteration 30Q: 3 clusters Score -564023.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -564024.812500 Penalty: 4217.635254
	Iteration 31Q: 3 clusters Score -564024.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -564029.687500 Penalty: 4217.635254
	Iteration 32Q: 3 clusters Score -564029.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -564035.062500 Penalty: 4217.635254
	Iteration 33Q: 3 clusters Score -564035.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -564037.937500 Penalty: 4217.635254
	Iteration 34Q: 3 clusters Score -564037.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -564043.250000 Penalty: 4217.635254
	Iteration 35Q: 3 clusters Score -564043.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -564045.625000 Penalty: 4217.635254
	Iteration 36Q: 3 clusters Score -564045.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -564046.750000 Penalty: 4217.635254
	Iteration 37Q: 3 clusters Score -564046.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -564050.312500 Penalty: 4217.635254
	Iteration 38Q: 3 clusters Score -564050.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -564052.875000 Penalty: 4217.635254
	Iteration 39Q: 3 clusters Score -564052.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -564053.437500 Penalty: 4217.635254
	Iteration 40F: 3 clusters Score -564053.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -564054.250000 Penalty: 4217.635254
	Iteration 41Q: 3 clusters Score -564054.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -564055.500000 Penalty: 4217.635254
	Iteration 42Q: 3 clusters Score -564055.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -564056.000000 Penalty: 4217.635254
	Iteration 43Q: 3 clusters Score -564056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -564056.562500 Penalty: 4217.635254
	Iteration 44Q: 3 clusters Score -564056.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -564057.937500 Penalty: 4217.635254
	Iteration 45Q: 3 clusters Score -564057.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -564061.625000 Penalty: 4217.635254
	Iteration 46Q: 3 clusters Score -564061.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -564064.562500 Penalty: 4217.635254
	Iteration 47Q: 3 clusters Score -564064.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -564067.875000 Penalty: 4217.635254
	Iteration 48Q: 3 clusters Score -564067.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -564071.687500 Penalty: 4217.635254
	Iteration 49Q: 3 clusters Score -564071.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -564075.625000 Penalty: 4217.635254
	Iteration 50Q: 3 clusters Score -564075.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -564076.375000 Penalty: 4217.635254
	Iteration 51Q: 3 clusters Score -564076.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -564078.875000 Penalty: 4217.635254
	Iteration 52Q: 3 clusters Score -564078.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -564079.500000 Penalty: 4217.635254
	Iteration 53Q: 3 clusters Score -564079.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -564081.312500 Penalty: 4217.635254
	Iteration 54Q: 3 clusters Score -564081.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -564082.312500 Penalty: 4217.635254
	Iteration 55Q: 3 clusters Score -564082.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -564084.437500 Penalty: 4217.635254
	Iteration 56Q: 3 clusters Score -564084.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -564086.187500 Penalty: 4217.635254
	Iteration 57Q: 3 clusters Score -564086.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -564086.687500 Penalty: 4217.635254
	Iteration 58Q: 3 clusters Score -564086.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -564086.687500 Penalty: 4217.635254
	Iteration 59F: 3 clusters Score -564086.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Entering Unmasked Estep 
Score: -255749.437500 Penalty: 1915.004395
	Iteration 0F: 2 clusters Score -255749.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -252944.343750 Penalty: 3830.008789
	Iteration 0F: 3 clusters Score -252944.3 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -253532.281250 Penalty: 3830.008789
	Iteration 1F: 3 clusters Score -253532.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -253756.062500 Penalty: 3830.008789
	Iteration 2F: 3 clusters Score -253756.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -253994.968750 Penalty: 3830.008789
	Iteration 3F: 3 clusters Score -253995 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -254353.593750 Penalty: 3830.008789
	Iteration 4F: 3 clusters Score -254353.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -254692.250000 Penalty: 3830.008789
	Iteration 5F: 3 clusters Score -254692.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -254965.375000 Penalty: 3830.008789
	Iteration 6F: 3 clusters Score -254965.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -255133.296875 Penalty: 3830.008789
	Iteration 7Q: 3 clusters Score -255133.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -255247.453125 Penalty: 3830.008789
	Iteration 8Q: 3 clusters Score -255247.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -255318.843750 Penalty: 3830.008789
	Iteration 9Q: 3 clusters Score -255318.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -255368.890625 Penalty: 3830.008789
	Iteration 10Q: 3 clusters Score -255368.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -255394.250000 Penalty: 3830.008789
	Iteration 11Q: 3 clusters Score -255394.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -255421.750000 Penalty: 3830.008789
	Iteration 12Q: 3 clusters Score -255421.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -255433.937500 Penalty: 3830.008789
	Iteration 13Q: 3 clusters Score -255433.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -255442.843750 Penalty: 3830.008789
	Iteration 14Q: 3 clusters Score -255442.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -255447.156250 Penalty: 3830.008789
	Iteration 15Q: 3 clusters Score -255447.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -255452.375000 Penalty: 3830.008789
	Iteration 16Q: 3 clusters Score -255452.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -255454.234375 Penalty: 3830.008789
	Iteration 17Q: 3 clusters Score -255454.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -255455.828125 Penalty: 3830.008789
	Iteration 18Q: 3 clusters Score -255455.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -255456.578125 Penalty: 3830.008789
	Iteration 19Q: 3 clusters Score -255456.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -255456.578125 Penalty: 3830.008789
	Iteration 20F: 3 clusters Score -255456.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Entering Unmasked Estep 
Score: -3933022.000000 Penalty: 2575.568848
	Iteration 0F: 2 clusters Score -3933022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -3910925.500000 Penalty: 5151.137695
	Iteration 0F: 3 clusters Score -3910926 nChanged 14621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -3918932.000000 Penalty: 5151.137695
	Iteration 1F: 3 clusters Score -3918932 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -3919424.500000 Penalty: 5151.137695
	Iteration 2Q: 3 clusters Score -3919424 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -3919946.500000 Penalty: 5151.137695
	Iteration 3Q: 3 clusters Score -3919946 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -3920641.250000 Penalty: 5151.137695
	Iteration 4Q: 3 clusters Score -3920641 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -3921651.500000 Penalty: 5151.137695
	Iteration 5F: 3 clusters Score -3921652 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -3923121.750000 Penalty: 5151.137695
	Iteration 6F: 3 clusters Score -3923122 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -3925110.500000 Penalty: 5151.137695
	Iteration 7F: 3 clusters Score -3925110 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -3927125.500000 Penalty: 5151.137695
	Iteration 8F: 3 clusters Score -3927126 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -3928733.000000 Penalty: 5151.137695
	Iteration 9F: 3 clusters Score -3928733 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -3929727.750000 Penalty: 5151.137695
	Iteration 10Q: 3 clusters Score -3929728 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -3930249.500000 Penalty: 5151.137695
	Iteration 11Q: 3 clusters Score -3930250 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -3930469.500000 Penalty: 5151.137695
	Iteration 12Q: 3 clusters Score -3930470 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -3930607.500000 Penalty: 5151.137695
	Iteration 13Q: 3 clusters Score -3930608 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -3930671.750000 Penalty: 5151.137695
	Iteration 14Q: 3 clusters Score -3930672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -3930710.750000 Penalty: 5151.137695
	Iteration 15Q: 3 clusters Score -3930711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -3930731.500000 Penalty: 5151.137695
	Iteration 16Q: 3 clusters Score -3930732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -3930753.250000 Penalty: 5151.137695
	Iteration 17Q: 3 clusters Score -3930753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -3930777.000000 Penalty: 5151.137695
	Iteration 18Q: 3 clusters Score -3930777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -3930792.250000 Penalty: 5151.137695
	Iteration 19Q: 3 clusters Score -3930792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -3930805.000000 Penalty: 5151.137695
	Iteration 20F: 3 clusters Score -3930805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -3930808.250000 Penalty: 5151.137695
	Iteration 21Q: 3 clusters Score -3930808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -3930808.250000 Penalty: 5151.137695
	Iteration 22F: 3 clusters Score -3930808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Entering Unmasked Estep 
Score: -2096946.500000 Penalty: 2420.069824
	Iteration 0F: 2 clusters Score -2096946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2084687.875000 Penalty: 4840.139648
	Iteration 0F: 3 clusters Score -2084688 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2088619.250000 Penalty: 4840.139648
	Iteration 1F: 3 clusters Score -2088619 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2088962.000000 Penalty: 4840.139648
	Iteration 2F: 3 clusters Score -2088962 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2089252.500000 Penalty: 4840.139648
	Iteration 3Q: 3 clusters Score -2089252 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2089499.125000 Penalty: 4840.139648
	Iteration 4Q: 3 clusters Score -2089499 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2089827.000000 Penalty: 4840.139648
	Iteration 5Q: 3 clusters Score -2089827 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2090189.875000 Penalty: 4840.139648
	Iteration 6Q: 3 clusters Score -2090190 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2090658.125000 Penalty: 4840.139648
	Iteration 7Q: 3 clusters Score -2090658 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2091295.625000 Penalty: 4840.139648
	Iteration 8F: 3 clusters Score -2091296 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2092061.375000 Penalty: 4840.139648
	Iteration 9F: 3 clusters Score -2092061 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2092842.500000 Penalty: 4840.139648
	Iteration 10F: 3 clusters Score -2092842 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2093556.875000 Penalty: 4840.139648
	Iteration 11Q: 3 clusters Score -2093557 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2094074.125000 Penalty: 4840.139648
	Iteration 12Q: 3 clusters Score -2094074 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2094389.625000 Penalty: 4840.139648
	Iteration 13Q: 3 clusters Score -2094390 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2094577.875000 Penalty: 4840.139648
	Iteration 14Q: 3 clusters Score -2094578 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2094702.000000 Penalty: 4840.139648
	Iteration 15Q: 3 clusters Score -2094702 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2094783.250000 Penalty: 4840.139648
	Iteration 16Q: 3 clusters Score -2094783 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2094833.125000 Penalty: 4840.139648
	Iteration 17Q: 3 clusters Score -2094833 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2094879.750000 Penalty: 4840.139648
	Iteration 18Q: 3 clusters Score -2094880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2094900.250000 Penalty: 4840.139648
	Iteration 19Q: 3 clusters Score -2094900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2094918.125000 Penalty: 4840.139648
	Iteration 20F: 3 clusters Score -2094918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2094921.250000 Penalty: 4840.139648
	Iteration 21Q: 3 clusters Score -2094921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2094930.000000 Penalty: 4840.139648
	Iteration 22Q: 3 clusters Score -2094930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2094935.500000 Penalty: 4840.139648
	Iteration 23Q: 3 clusters Score -2094936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2094934.500000 Penalty: 4840.139648
	Iteration 24Q: 3 clusters Score -2094934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2094939.625000 Penalty: 4840.139648
	Iteration 25Q: 3 clusters Score -2094940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2094942.125000 Penalty: 4840.139648
	Iteration 26Q: 3 clusters Score -2094942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2094947.500000 Penalty: 4840.139648
	Iteration 27Q: 3 clusters Score -2094948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2094951.875000 Penalty: 4840.139648
	Iteration 28Q: 3 clusters Score -2094952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2094951.750000 Penalty: 4840.139648
	Iteration 29Q: 3 clusters Score -2094952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2094953.250000 Penalty: 4840.139648
	Iteration 30Q: 3 clusters Score -2094953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2094955.500000 Penalty: 4840.139648
	Iteration 31Q: 3 clusters Score -2094956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2094959.125000 Penalty: 4840.139648
	Iteration 32Q: 3 clusters Score -2094959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2094956.500000 Penalty: 4840.139648
	Iteration 33Q: 3 clusters Score -2094956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2094960.625000 Penalty: 4840.139648
	Iteration 34Q: 3 clusters Score -2094961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2094961.375000 Penalty: 4840.139648
	Iteration 35Q: 3 clusters Score -2094961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2094961.375000 Penalty: 4840.139648
	Iteration 36F: 3 clusters Score -2094961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Entering Unmasked Estep 
Score: -3683847.500000 Penalty: 2560.312500
	Iteration 0F: 2 clusters Score -3683848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -3662900.750000 Penalty: 5120.625000
	Iteration 0F: 3 clusters Score -3662901 nChanged 13687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -3670278.500000 Penalty: 5120.625000
	Iteration 1F: 3 clusters Score -3670278 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -3670688.500000 Penalty: 5120.625000
	Iteration 2Q: 3 clusters Score -3670688 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -3671041.500000 Penalty: 5120.625000
	Iteration 3Q: 3 clusters Score -3671042 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -3671403.500000 Penalty: 5120.625000
	Iteration 4Q: 3 clusters Score -3671404 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -3671760.000000 Penalty: 5120.625000
	Iteration 5Q: 3 clusters Score -3671760 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -3672227.750000 Penalty: 5120.625000
	Iteration 6Q: 3 clusters Score -3672228 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -3672840.750000 Penalty: 5120.625000
	Iteration 7Q: 3 clusters Score -3672841 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -3673626.000000 Penalty: 5120.625000
	Iteration 8Q: 3 clusters Score -3673626 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -3674548.750000 Penalty: 5120.625000
	Iteration 9Q: 3 clusters Score -3674549 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -3675529.000000 Penalty: 5120.625000
	Iteration 10Q: 3 clusters Score -3675529 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -3676502.500000 Penalty: 5120.625000
	Iteration 11Q: 3 clusters Score -3676502 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -3677446.500000 Penalty: 5120.625000
	Iteration 12Q: 3 clusters Score -3677446 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -3678264.250000 Penalty: 5120.625000
	Iteration 13Q: 3 clusters Score -3678264 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -3678917.750000 Penalty: 5120.625000
	Iteration 14Q: 3 clusters Score -3678918 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -3679381.500000 Penalty: 5120.625000
	Iteration 15Q: 3 clusters Score -3679382 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -3679781.750000 Penalty: 5120.625000
	Iteration 16Q: 3 clusters Score -3679782 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -3680057.500000 Penalty: 5120.625000
	Iteration 17Q: 3 clusters Score -3680058 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -3680271.500000 Penalty: 5120.625000
	Iteration 18Q: 3 clusters Score -3680272 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -3680451.250000 Penalty: 5120.625000
	Iteration 19Q: 3 clusters Score -3680451 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -3680586.500000 Penalty: 5120.625000
	Iteration 20F: 3 clusters Score -3680586 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3680711.750000 Penalty: 5120.625000
	Iteration 21Q: 3 clusters Score -3680712 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -3680834.750000 Penalty: 5120.625000
	Iteration 22Q: 3 clusters Score -3680835 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -3680920.000000 Penalty: 5120.625000
	Iteration 23Q: 3 clusters Score -3680920 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -3680996.750000 Penalty: 5120.625000
	Iteration 24Q: 3 clusters Score -3680997 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -3681075.750000 Penalty: 5120.625000
	Iteration 25Q: 3 clusters Score -3681076 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3681129.250000 Penalty: 5120.625000
	Iteration 26Q: 3 clusters Score -3681129 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3681187.750000 Penalty: 5120.625000
	Iteration 27Q: 3 clusters Score -3681188 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3681247.500000 Penalty: 5120.625000
	Iteration 28Q: 3 clusters Score -3681248 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3681285.250000 Penalty: 5120.625000
	Iteration 29Q: 3 clusters Score -3681285 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3681334.750000 Penalty: 5120.625000
	Iteration 30Q: 3 clusters Score -3681335 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3681373.000000 Penalty: 5120.625000
	Iteration 31Q: 3 clusters Score -3681373 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3681405.500000 Penalty: 5120.625000
	Iteration 32Q: 3 clusters Score -3681406 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3681430.000000 Penalty: 5120.625000
	Iteration 33Q: 3 clusters Score -3681430 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3681466.000000 Penalty: 5120.625000
	Iteration 34Q: 3 clusters Score -3681466 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3681495.750000 Penalty: 5120.625000
	Iteration 35Q: 3 clusters Score -3681496 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3681520.000000 Penalty: 5120.625000
	Iteration 36Q: 3 clusters Score -3681520 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3681537.750000 Penalty: 5120.625000
	Iteration 37Q: 3 clusters Score -3681538 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3681549.000000 Penalty: 5120.625000
	Iteration 38Q: 3 clusters Score -3681549 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3681565.250000 Penalty: 5120.625000
	Iteration 39Q: 3 clusters Score -3681565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3681569.000000 Penalty: 5120.625000
	Iteration 40F: 3 clusters Score -3681569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3681573.250000 Penalty: 5120.625000
	Iteration 41Q: 3 clusters Score -3681573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3681576.500000 Penalty: 5120.625000
	Iteration 42Q: 3 clusters Score -3681576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3681583.250000 Penalty: 5120.625000
	Iteration 43Q: 3 clusters Score -3681583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3681592.250000 Penalty: 5120.625000
	Iteration 44Q: 3 clusters Score -3681592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3681605.250000 Penalty: 5120.625000
	Iteration 45Q: 3 clusters Score -3681605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3681608.000000 Penalty: 5120.625000
	Iteration 46Q: 3 clusters Score -3681608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3681618.750000 Penalty: 5120.625000
	Iteration 47Q: 3 clusters Score -3681619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3681626.250000 Penalty: 5120.625000
	Iteration 48Q: 3 clusters Score -3681626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3681640.750000 Penalty: 5120.625000
	Iteration 49Q: 3 clusters Score -3681641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3681656.750000 Penalty: 5120.625000
	Iteration 50Q: 3 clusters Score -3681657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3681662.750000 Penalty: 5120.625000
	Iteration 51Q: 3 clusters Score -3681663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3681674.000000 Penalty: 5120.625000
	Iteration 52Q: 3 clusters Score -3681674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3681680.250000 Penalty: 5120.625000
	Iteration 53Q: 3 clusters Score -3681680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3681680.500000 Penalty: 5120.625000
	Iteration 54Q: 3 clusters Score -3681680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3681691.500000 Penalty: 5120.625000
	Iteration 55Q: 3 clusters Score -3681692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3681693.250000 Penalty: 5120.625000
	Iteration 56Q: 3 clusters Score -3681693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3681700.000000 Penalty: 5120.625000
	Iteration 57Q: 3 clusters Score -3681700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3681705.250000 Penalty: 5120.625000
	Iteration 58Q: 3 clusters Score -3681705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3681706.250000 Penalty: 5120.625000
	Iteration 59Q: 3 clusters Score -3681706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3681703.250000 Penalty: 5120.625000
	Iteration 60F: 3 clusters Score -3681703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3681706.250000 Penalty: 5120.625000
	Iteration 61Q: 3 clusters Score -3681706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3681714.750000 Penalty: 5120.625000
	Iteration 62Q: 3 clusters Score -3681715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3681719.000000 Penalty: 5120.625000
	Iteration 63Q: 3 clusters Score -3681719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3681719.500000 Penalty: 5120.625000
	Iteration 64Q: 3 clusters Score -3681720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3681721.250000 Penalty: 5120.625000
	Iteration 65Q: 3 clusters Score -3681721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3681724.750000 Penalty: 5120.625000
	Iteration 66Q: 3 clusters Score -3681725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3681720.250000 Penalty: 5120.625000
	Iteration 67Q: 3 clusters Score -3681720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3681724.250000 Penalty: 5120.625000
	Iteration 68Q: 3 clusters Score -3681724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3681725.500000 Penalty: 5120.625000
	Iteration 69Q: 3 clusters Score -3681726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3681727.250000 Penalty: 5120.625000
	Iteration 70Q: 3 clusters Score -3681727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3681730.750000 Penalty: 5120.625000
	Iteration 71Q: 3 clusters Score -3681731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3681727.250000 Penalty: 5120.625000
	Iteration 72Q: 3 clusters Score -3681727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3681727.750000 Penalty: 5120.625000
	Iteration 73Q: 3 clusters Score -3681728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3681726.500000 Penalty: 5120.625000
	Iteration 74Q: 3 clusters Score -3681726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3681727.000000 Penalty: 5120.625000
	Iteration 75Q: 3 clusters Score -3681727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3681728.750000 Penalty: 5120.625000
	Iteration 76Q: 3 clusters Score -3681729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3681730.000000 Penalty: 5120.625000
	Iteration 77Q: 3 clusters Score -3681730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3681734.500000 Penalty: 5120.625000
	Iteration 78Q: 3 clusters Score -3681734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3681737.000000 Penalty: 5120.625000
	Iteration 79Q: 3 clusters Score -3681737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3681742.250000 Penalty: 5120.625000
	Iteration 80F: 3 clusters Score -3681742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3681746.250000 Penalty: 5120.625000
	Iteration 81Q: 3 clusters Score -3681746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3681744.750000 Penalty: 5120.625000
	Iteration 82Q: 3 clusters Score -3681745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3681742.750000 Penalty: 5120.625000
	Iteration 83Q: 3 clusters Score -3681743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3681747.000000 Penalty: 5120.625000
	Iteration 84Q: 3 clusters Score -3681747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3681747.000000 Penalty: 5120.625000
	Iteration 85F: 3 clusters Score -3681747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Entering Unmasked Estep 
Score: -3087075.000000 Penalty: 2516.762695
	Iteration 0F: 2 clusters Score -3087075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -3069561.500000 Penalty: 5033.525391
	Iteration 0F: 3 clusters Score -3069562 nChanged 11278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -3075640.250000 Penalty: 5033.525391
	Iteration 1F: 3 clusters Score -3075640 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -3076080.500000 Penalty: 5033.525391
	Iteration 2F: 3 clusters Score -3076080 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3076506.500000 Penalty: 5033.525391
	Iteration 3Q: 3 clusters Score -3076506 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -3077015.750000 Penalty: 5033.525391
	Iteration 4Q: 3 clusters Score -3077016 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -3077725.750000 Penalty: 5033.525391
	Iteration 5F: 3 clusters Score -3077726 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -3078663.000000 Penalty: 5033.525391
	Iteration 6F: 3 clusters Score -3078663 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -3079873.500000 Penalty: 5033.525391
	Iteration 7F: 3 clusters Score -3079874 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -3081240.750000 Penalty: 5033.525391
	Iteration 8F: 3 clusters Score -3081241 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -3082478.000000 Penalty: 5033.525391
	Iteration 9F: 3 clusters Score -3082478 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -3083390.500000 Penalty: 5033.525391
	Iteration 10Q: 3 clusters Score -3083390 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -3083947.750000 Penalty: 5033.525391
	Iteration 11Q: 3 clusters Score -3083948 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -3084304.000000 Penalty: 5033.525391
	Iteration 12Q: 3 clusters Score -3084304 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -3084561.000000 Penalty: 5033.525391
	Iteration 13Q: 3 clusters Score -3084561 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -3084753.000000 Penalty: 5033.525391
	Iteration 14Q: 3 clusters Score -3084753 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -3084853.750000 Penalty: 5033.525391
	Iteration 15Q: 3 clusters Score -3084854 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -3084937.000000 Penalty: 5033.525391
	Iteration 16Q: 3 clusters Score -3084937 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -3084991.000000 Penalty: 5033.525391
	Iteration 17Q: 3 clusters Score -3084991 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -3085026.750000 Penalty: 5033.525391
	Iteration 18Q: 3 clusters Score -3085027 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -3085051.750000 Penalty: 5033.525391
	Iteration 19Q: 3 clusters Score -3085052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -3085077.750000 Penalty: 5033.525391
	Iteration 20F: 3 clusters Score -3085078 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -3085100.250000 Penalty: 5033.525391
	Iteration 21Q: 3 clusters Score -3085100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -3085110.000000 Penalty: 5033.525391
	Iteration 22Q: 3 clusters Score -3085110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -3085126.750000 Penalty: 5033.525391
	Iteration 23Q: 3 clusters Score -3085127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -3085129.250000 Penalty: 5033.525391
	Iteration 24Q: 3 clusters Score -3085129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -3085132.500000 Penalty: 5033.525391
	Iteration 25Q: 3 clusters Score -3085132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3085140.250000 Penalty: 5033.525391
	Iteration 26Q: 3 clusters Score -3085140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -3085143.750000 Penalty: 5033.525391
	Iteration 27Q: 3 clusters Score -3085144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -3085151.250000 Penalty: 5033.525391
	Iteration 28Q: 3 clusters Score -3085151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -3085153.250000 Penalty: 5033.525391
	Iteration 29Q: 3 clusters Score -3085153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -3085156.000000 Penalty: 5033.525391
	Iteration 30Q: 3 clusters Score -3085156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -3085166.750000 Penalty: 5033.525391
	Iteration 31Q: 3 clusters Score -3085167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -3085167.000000 Penalty: 5033.525391
	Iteration 32Q: 3 clusters Score -3085167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -3085173.500000 Penalty: 5033.525391
	Iteration 33Q: 3 clusters Score -3085174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3085167.250000 Penalty: 5033.525391
	Iteration 34Q: 3 clusters Score -3085167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -3085172.750000 Penalty: 5033.525391
	Iteration 35Q: 3 clusters Score -3085173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -3085174.500000 Penalty: 5033.525391
	Iteration 36Q: 3 clusters Score -3085174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -3085177.000000 Penalty: 5033.525391
	Iteration 37Q: 3 clusters Score -3085177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -3085175.500000 Penalty: 5033.525391
	Iteration 38Q: 3 clusters Score -3085176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -3085177.000000 Penalty: 5033.525391
	Iteration 39Q: 3 clusters Score -3085177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -3085178.250000 Penalty: 5033.525391
	Iteration 40F: 3 clusters Score -3085178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -3085182.750000 Penalty: 5033.525391
	Iteration 41Q: 3 clusters Score -3085183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -3085182.750000 Penalty: 5033.525391
	Iteration 42F: 3 clusters Score -3085183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -201146.203125 Penalty: 1843.549316
	Iteration 0F: 2 clusters Score -201146.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -198709.812500 Penalty: 3687.098633
	Iteration 0F: 3 clusters Score -198709.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -199131.968750 Penalty: 3687.098633
	Iteration 1F: 3 clusters Score -199132 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -199244.078125 Penalty: 3687.098633
	Iteration 2F: 3 clusters Score -199244.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -199279.703125 Penalty: 3687.098633
	Iteration 3Q: 3 clusters Score -199279.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -199304.406250 Penalty: 3687.098633
	Iteration 4Q: 3 clusters Score -199304.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -199316.468750 Penalty: 3687.098633
	Iteration 5Q: 3 clusters Score -199316.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -199324.406250 Penalty: 3687.098633
	Iteration 6Q: 3 clusters Score -199324.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -199327.937500 Penalty: 3687.098633
	Iteration 7Q: 3 clusters Score -199327.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -199331.406250 Penalty: 3687.098633
	Iteration 8Q: 3 clusters Score -199331.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -199332.484375 Penalty: 3687.098633
	Iteration 9Q: 3 clusters Score -199332.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -199334.890625 Penalty: 3687.098633
	Iteration 10Q: 3 clusters Score -199334.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -199338.593750 Penalty: 3687.098633
	Iteration 11Q: 3 clusters Score -199338.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -199343.031250 Penalty: 3687.098633
	Iteration 12Q: 3 clusters Score -199343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -199346.437500 Penalty: 3687.098633
	Iteration 13Q: 3 clusters Score -199346.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -199349.531250 Penalty: 3687.098633
	Iteration 14Q: 3 clusters Score -199349.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -199350.984375 Penalty: 3687.098633
	Iteration 15Q: 3 clusters Score -199351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -199351.328125 Penalty: 3687.098633
	Iteration 16Q: 3 clusters Score -199351.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -199351.328125 Penalty: 3687.098633
	Iteration 17F: 3 clusters Score -199351.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (106623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106623 members 
Entering Unmasked Estep 
Score: -12756260.000000 Penalty: 2871.109619
	Iteration 0F: 2 clusters Score -1.275626e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 53369 members 
Entering Unmasked Estep 
Score: -12685213.000000 Penalty: 5742.219238
	Iteration 0F: 3 clusters Score -1.268521e+07 nChanged 50751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -12713991.000000 Penalty: 5742.219238
	Iteration 1F: 3 clusters Score -1.271399e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 53803 members 
Entering Unmasked Estep 
Score: -12714764.000000 Penalty: 5742.219238
	Iteration 2Q: 3 clusters Score -1.271476e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52541 members 
Mstep: Class 2 contains 54082 members 
Entering Unmasked Estep 
Score: -12715604.000000 Penalty: 5742.219238
	Iteration 3Q: 3 clusters Score -1.27156e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52097 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -12716694.000000 Penalty: 5742.219238
	Iteration 4Q: 3 clusters Score -1.271669e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 55225 members 
Entering Unmasked Estep 
Score: -12718066.000000 Penalty: 5742.219238
	Iteration 5Q: 3 clusters Score -1.271807e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 56367 members 
Entering Unmasked Estep 
Score: -12720158.000000 Penalty: 5742.219238
	Iteration 6Q: 3 clusters Score -1.272016e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48771 members 
Mstep: Class 2 contains 57852 members 
Entering Unmasked Estep 
Score: -12722762.000000 Penalty: 5742.219238
	Iteration 7Q: 3 clusters Score -1.272276e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 59607 members 
Entering Unmasked Estep 
Score: -12725754.000000 Penalty: 5742.219238
	Iteration 8F: 3 clusters Score -1.272575e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 61576 members 
Entering Unmasked Estep 
Score: -12728997.000000 Penalty: 5742.219238
	Iteration 9F: 3 clusters Score -1.2729e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 63357 members 
Entering Unmasked Estep 
Score: -12732314.000000 Penalty: 5742.219238
	Iteration 10F: 3 clusters Score -1.273231e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -12735178.000000 Penalty: 5742.219238
	Iteration 11Q: 3 clusters Score -1.273518e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 66368 members 
Entering Unmasked Estep 
Score: -12737619.000000 Penalty: 5742.219238
	Iteration 12Q: 3 clusters Score -1.273762e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -12739444.000000 Penalty: 5742.219238
	Iteration 13Q: 3 clusters Score -1.273944e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 69358 members 
Entering Unmasked Estep 
Score: -12740541.000000 Penalty: 5742.219238
	Iteration 14Q: 3 clusters Score -1.274054e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 70906 members 
Entering Unmasked Estep 
Score: -12741342.000000 Penalty: 5742.219238
	Iteration 15Q: 3 clusters Score -1.274134e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 72471 members 
Entering Unmasked Estep 
Score: -12741932.000000 Penalty: 5742.219238
	Iteration 16Q: 3 clusters Score -1.274193e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 74099 members 
Entering Unmasked Estep 
Score: -12742556.000000 Penalty: 5742.219238
	Iteration 17Q: 3 clusters Score -1.274256e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 75785 members 
Entering Unmasked Estep 
Score: -12743106.000000 Penalty: 5742.219238
	Iteration 18Q: 3 clusters Score -1.274311e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 77467 members 
Entering Unmasked Estep 
Score: -12743609.000000 Penalty: 5742.219238
	Iteration 19Q: 3 clusters Score -1.274361e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 79189 members 
Entering Unmasked Estep 
Score: -12744273.000000 Penalty: 5742.219238
	Iteration 20F: 3 clusters Score -1.274427e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 80953 members 
Entering Unmasked Estep 
Score: -12744946.000000 Penalty: 5742.219238
	Iteration 21Q: 3 clusters Score -1.274495e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 82683 members 
Entering Unmasked Estep 
Score: -12745712.000000 Penalty: 5742.219238
	Iteration 22Q: 3 clusters Score -1.274571e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 84395 members 
Entering Unmasked Estep 
Score: -12746384.000000 Penalty: 5742.219238
	Iteration 23Q: 3 clusters Score -1.274638e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 86026 members 
Entering Unmasked Estep 
Score: -12746953.000000 Penalty: 5742.219238
	Iteration 24Q: 3 clusters Score -1.274695e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 87579 members 
Entering Unmasked Estep 
Score: -12747544.000000 Penalty: 5742.219238
	Iteration 25Q: 3 clusters Score -1.274754e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 89070 members 
Entering Unmasked Estep 
Score: -12748144.000000 Penalty: 5742.219238
	Iteration 26Q: 3 clusters Score -1.274814e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 90497 members 
Entering Unmasked Estep 
Score: -12748704.000000 Penalty: 5742.219238
	Iteration 27Q: 3 clusters Score -1.27487e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 91855 members 
Entering Unmasked Estep 
Score: -12749186.000000 Penalty: 5742.219238
	Iteration 28Q: 3 clusters Score -1.274919e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 93149 members 
Entering Unmasked Estep 
Score: -12749626.000000 Penalty: 5742.219238
	Iteration 29Q: 3 clusters Score -1.274963e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 94434 members 
Entering Unmasked Estep 
Score: -12750034.000000 Penalty: 5742.219238
	Iteration 30Q: 3 clusters Score -1.275003e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 95620 members 
Entering Unmasked Estep 
Score: -12750471.000000 Penalty: 5742.219238
	Iteration 31Q: 3 clusters Score -1.275047e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 96715 members 
Entering Unmasked Estep 
Score: -12750927.000000 Penalty: 5742.219238
	Iteration 32Q: 3 clusters Score -1.275093e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 97743 members 
Entering Unmasked Estep 
Score: -12751298.000000 Penalty: 5742.219238
	Iteration 33Q: 3 clusters Score -1.27513e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 98647 members 
Entering Unmasked Estep 
Score: -12751602.000000 Penalty: 5742.219238
	Iteration 34Q: 3 clusters Score -1.27516e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 99479 members 
Entering Unmasked Estep 
Score: -12751868.000000 Penalty: 5742.219238
	Iteration 35Q: 3 clusters Score -1.275187e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 100242 members 
Entering Unmasked Estep 
Score: -12752212.000000 Penalty: 5742.219238
	Iteration 36Q: 3 clusters Score -1.275221e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 100940 members 
Entering Unmasked Estep 
Score: -12752465.000000 Penalty: 5742.219238
	Iteration 37Q: 3 clusters Score -1.275246e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 101594 members 
Entering Unmasked Estep 
Score: -12752767.000000 Penalty: 5742.219238
	Iteration 38Q: 3 clusters Score -1.275277e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 102158 members 
Entering Unmasked Estep 
Score: -12752927.000000 Penalty: 5742.219238
	Iteration 39Q: 3 clusters Score -1.275293e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 102620 members 
Entering Unmasked Estep 
Score: -12753151.000000 Penalty: 5742.219238
	Iteration 40F: 3 clusters Score -1.275315e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 103009 members 
Entering Unmasked Estep 
Score: -12753308.000000 Penalty: 5742.219238
	Iteration 41Q: 3 clusters Score -1.275331e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 103315 members 
Entering Unmasked Estep 
Score: -12753426.000000 Penalty: 5742.219238
	Iteration 42Q: 3 clusters Score -1.275343e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 103565 members 
Entering Unmasked Estep 
Score: -12753485.000000 Penalty: 5742.219238
	Iteration 43Q: 3 clusters Score -1.275348e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 103776 members 
Entering Unmasked Estep 
Score: -12753564.000000 Penalty: 5742.219238
	Iteration 44Q: 3 clusters Score -1.275356e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 103956 members 
Entering Unmasked Estep 
Score: -12753636.000000 Penalty: 5742.219238
	Iteration 45Q: 3 clusters Score -1.275364e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 104097 members 
Entering Unmasked Estep 
Score: -12753644.000000 Penalty: 5742.219238
	Iteration 46Q: 3 clusters Score -1.275364e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 104231 members 
Entering Unmasked Estep 
Score: -12753696.000000 Penalty: 5742.219238
	Iteration 47Q: 3 clusters Score -1.27537e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 104336 members 
Entering Unmasked Estep 
Score: -12753754.000000 Penalty: 5742.219238
	Iteration 48Q: 3 clusters Score -1.275375e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 104425 members 
Entering Unmasked Estep 
Score: -12753784.000000 Penalty: 5742.219238
	Iteration 49Q: 3 clusters Score -1.275378e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 104502 members 
Entering Unmasked Estep 
Score: -12753804.000000 Penalty: 5742.219238
	Iteration 50Q: 3 clusters Score -1.27538e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 104578 members 
Entering Unmasked Estep 
Score: -12753833.000000 Penalty: 5742.219238
	Iteration 51Q: 3 clusters Score -1.275383e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 104647 members 
Entering Unmasked Estep 
Score: -12753849.000000 Penalty: 5742.219238
	Iteration 52Q: 3 clusters Score -1.275385e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 104685 members 
Entering Unmasked Estep 
Score: -12753870.000000 Penalty: 5742.219238
	Iteration 53Q: 3 clusters Score -1.275387e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 104722 members 
Entering Unmasked Estep 
Score: -12753887.000000 Penalty: 5742.219238
	Iteration 54Q: 3 clusters Score -1.275389e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 104771 members 
Entering Unmasked Estep 
Score: -12753883.000000 Penalty: 5742.219238
	Iteration 55Q: 3 clusters Score -1.275388e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 104812 members 
Entering Unmasked Estep 
Score: -12753890.000000 Penalty: 5742.219238
	Iteration 56Q: 3 clusters Score -1.275389e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 104841 members 
Entering Unmasked Estep 
Score: -12753900.000000 Penalty: 5742.219238
	Iteration 57Q: 3 clusters Score -1.27539e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 104868 members 
Entering Unmasked Estep 
Score: -12753895.000000 Penalty: 5742.219238
	Iteration 58Q: 3 clusters Score -1.27539e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 104892 members 
Entering Unmasked Estep 
Score: -12753910.000000 Penalty: 5742.219238
	Iteration 59Q: 3 clusters Score -1.275391e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 104913 members 
Entering Unmasked Estep 
Score: -12753901.000000 Penalty: 5742.219238
	Iteration 60F: 3 clusters Score -1.27539e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 104929 members 
Entering Unmasked Estep 
Score: -12753930.000000 Penalty: 5742.219238
	Iteration 61Q: 3 clusters Score -1.275393e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 104943 members 
Entering Unmasked Estep 
Score: -12753942.000000 Penalty: 5742.219238
	Iteration 62Q: 3 clusters Score -1.275394e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 104956 members 
Entering Unmasked Estep 
Score: -12753933.000000 Penalty: 5742.219238
	Iteration 63Q: 3 clusters Score -1.275393e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 104967 members 
Entering Unmasked Estep 
Score: -12753940.000000 Penalty: 5742.219238
	Iteration 64Q: 3 clusters Score -1.275394e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 104971 members 
Entering Unmasked Estep 
Score: -12753932.000000 Penalty: 5742.219238
	Iteration 65Q: 3 clusters Score -1.275393e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 104982 members 
Entering Unmasked Estep 
Score: -12753930.000000 Penalty: 5742.219238
	Iteration 66Q: 3 clusters Score -1.275393e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 104996 members 
Entering Unmasked Estep 
Score: -12753954.000000 Penalty: 5742.219238
	Iteration 67Q: 3 clusters Score -1.275395e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 105006 members 
Entering Unmasked Estep 
Score: -12753944.000000 Penalty: 5742.219238
	Iteration 68Q: 3 clusters Score -1.275394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 105019 members 
Entering Unmasked Estep 
Score: -12753945.000000 Penalty: 5742.219238
	Iteration 69Q: 3 clusters Score -1.275394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 105028 members 
Entering Unmasked Estep 
Score: -12753953.000000 Penalty: 5742.219238
	Iteration 70Q: 3 clusters Score -1.275395e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 105038 members 
Entering Unmasked Estep 
Score: -12753977.000000 Penalty: 5742.219238
	Iteration 71Q: 3 clusters Score -1.275398e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 105055 members 
Entering Unmasked Estep 
Score: -12753983.000000 Penalty: 5742.219238
	Iteration 72Q: 3 clusters Score -1.275398e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 105065 members 
Entering Unmasked Estep 
Score: -12753986.000000 Penalty: 5742.219238
	Iteration 73Q: 3 clusters Score -1.275399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 105076 members 
Entering Unmasked Estep 
Score: -12753992.000000 Penalty: 5742.219238
	Iteration 74Q: 3 clusters Score -1.275399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 105083 members 
Entering Unmasked Estep 
Score: -12753994.000000 Penalty: 5742.219238
	Iteration 75Q: 3 clusters Score -1.275399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 105089 members 
Entering Unmasked Estep 
Score: -12753991.000000 Penalty: 5742.219238
	Iteration 76Q: 3 clusters Score -1.275399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 105093 members 
Entering Unmasked Estep 
Score: -12753999.000000 Penalty: 5742.219238
	Iteration 77Q: 3 clusters Score -1.2754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 105094 members 
Entering Unmasked Estep 
Score: -12754000.000000 Penalty: 5742.219238
	Iteration 78Q: 3 clusters Score -1.2754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 105093 members 
Entering Unmasked Estep 
Score: -12754001.000000 Penalty: 5742.219238
	Iteration 79Q: 3 clusters Score -1.2754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 105093 members 
Entering Unmasked Estep 
Score: -12754001.000000 Penalty: 5742.219238
	Iteration 80F: 3 clusters Score -1.2754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Entering Unmasked Estep 
Score: -679705.500000 Penalty: 2143.843506
	Iteration 0F: 2 clusters Score -679705.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -674682.312500 Penalty: 4287.687012
	Iteration 0F: 3 clusters Score -674682.3 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -675937.687500 Penalty: 4287.687012
	Iteration 1F: 3 clusters Score -675937.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -676175.875000 Penalty: 4287.687012
	Iteration 2F: 3 clusters Score -676175.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -676340.000000 Penalty: 4287.687012
	Iteration 3F: 3 clusters Score -676340 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -676469.437500 Penalty: 4287.687012
	Iteration 4Q: 3 clusters Score -676469.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -676584.937500 Penalty: 4287.687012
	Iteration 5Q: 3 clusters Score -676584.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -676710.812500 Penalty: 4287.687012
	Iteration 6Q: 3 clusters Score -676710.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -676851.750000 Penalty: 4287.687012
	Iteration 7Q: 3 clusters Score -676851.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -677013.000000 Penalty: 4287.687012
	Iteration 8Q: 3 clusters Score -677013 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -677196.750000 Penalty: 4287.687012
	Iteration 9Q: 3 clusters Score -677196.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -677377.687500 Penalty: 4287.687012
	Iteration 10Q: 3 clusters Score -677377.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -677550.937500 Penalty: 4287.687012
	Iteration 11Q: 3 clusters Score -677550.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -677676.937500 Penalty: 4287.687012
	Iteration 12Q: 3 clusters Score -677676.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -677760.625000 Penalty: 4287.687012
	Iteration 13Q: 3 clusters Score -677760.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -677831.375000 Penalty: 4287.687012
	Iteration 14Q: 3 clusters Score -677831.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -677884.187500 Penalty: 4287.687012
	Iteration 15Q: 3 clusters Score -677884.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -677919.562500 Penalty: 4287.687012
	Iteration 16Q: 3 clusters Score -677919.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -677945.062500 Penalty: 4287.687012
	Iteration 17Q: 3 clusters Score -677945.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -677964.062500 Penalty: 4287.687012
	Iteration 18Q: 3 clusters Score -677964.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -677986.500000 Penalty: 4287.687012
	Iteration 19Q: 3 clusters Score -677986.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -678008.375000 Penalty: 4287.687012
	Iteration 20F: 3 clusters Score -678008.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -678021.437500 Penalty: 4287.687012
	Iteration 21Q: 3 clusters Score -678021.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -678034.437500 Penalty: 4287.687012
	Iteration 22Q: 3 clusters Score -678034.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -678041.312500 Penalty: 4287.687012
	Iteration 23Q: 3 clusters Score -678041.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -678049.687500 Penalty: 4287.687012
	Iteration 24Q: 3 clusters Score -678049.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -678052.750000 Penalty: 4287.687012
	Iteration 25Q: 3 clusters Score -678052.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -678060.812500 Penalty: 4287.687012
	Iteration 26Q: 3 clusters Score -678060.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -678066.937500 Penalty: 4287.687012
	Iteration 27Q: 3 clusters Score -678066.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -678070.187500 Penalty: 4287.687012
	Iteration 28Q: 3 clusters Score -678070.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -678070.750000 Penalty: 4287.687012
	Iteration 29Q: 3 clusters Score -678070.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -678070.750000 Penalty: 4287.687012
	Iteration 30F: 3 clusters Score -678070.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Entering Unmasked Estep 
Score: -585755.562500 Penalty: 2105.016602
	Iteration 0F: 2 clusters Score -585755.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -581335.187500 Penalty: 4210.033203
	Iteration 0F: 3 clusters Score -581335.2 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -582417.312500 Penalty: 4210.033203
	Iteration 1F: 3 clusters Score -582417.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -582673.562500 Penalty: 4210.033203
	Iteration 2F: 3 clusters Score -582673.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -582944.812500 Penalty: 4210.033203
	Iteration 3F: 3 clusters Score -582944.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -583207.125000 Penalty: 4210.033203
	Iteration 4F: 3 clusters Score -583207.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -583433.875000 Penalty: 4210.033203
	Iteration 5F: 3 clusters Score -583433.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -583644.062500 Penalty: 4210.033203
	Iteration 6F: 3 clusters Score -583644.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -583835.250000 Penalty: 4210.033203
	Iteration 7F: 3 clusters Score -583835.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -583999.875000 Penalty: 4210.033203
	Iteration 8Q: 3 clusters Score -583999.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -584149.750000 Penalty: 4210.033203
	Iteration 9Q: 3 clusters Score -584149.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -584277.187500 Penalty: 4210.033203
	Iteration 10Q: 3 clusters Score -584277.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -584383.437500 Penalty: 4210.033203
	Iteration 11Q: 3 clusters Score -584383.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -584473.125000 Penalty: 4210.033203
	Iteration 12Q: 3 clusters Score -584473.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -584544.062500 Penalty: 4210.033203
	Iteration 13Q: 3 clusters Score -584544.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -584601.000000 Penalty: 4210.033203
	Iteration 14Q: 3 clusters Score -584601 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -584648.125000 Penalty: 4210.033203
	Iteration 15Q: 3 clusters Score -584648.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -584695.562500 Penalty: 4210.033203
	Iteration 16Q: 3 clusters Score -584695.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -584740.250000 Penalty: 4210.033203
	Iteration 17Q: 3 clusters Score -584740.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -584770.125000 Penalty: 4210.033203
	Iteration 18Q: 3 clusters Score -584770.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -584796.562500 Penalty: 4210.033203
	Iteration 19Q: 3 clusters Score -584796.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -584822.687500 Penalty: 4210.033203
	Iteration 20F: 3 clusters Score -584822.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -584846.375000 Penalty: 4210.033203
	Iteration 21Q: 3 clusters Score -584846.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -584875.250000 Penalty: 4210.033203
	Iteration 22Q: 3 clusters Score -584875.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -584898.062500 Penalty: 4210.033203
	Iteration 23Q: 3 clusters Score -584898.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -584918.062500 Penalty: 4210.033203
	Iteration 24Q: 3 clusters Score -584918.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -584936.375000 Penalty: 4210.033203
	Iteration 25Q: 3 clusters Score -584936.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -584943.375000 Penalty: 4210.033203
	Iteration 26Q: 3 clusters Score -584943.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -584951.312500 Penalty: 4210.033203
	Iteration 27Q: 3 clusters Score -584951.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -584959.562500 Penalty: 4210.033203
	Iteration 28Q: 3 clusters Score -584959.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -584965.750000 Penalty: 4210.033203
	Iteration 29Q: 3 clusters Score -584965.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -584971.125000 Penalty: 4210.033203
	Iteration 30Q: 3 clusters Score -584971.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -584973.125000 Penalty: 4210.033203
	Iteration 31Q: 3 clusters Score -584973.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -584977.937500 Penalty: 4210.033203
	Iteration 32Q: 3 clusters Score -584977.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -584980.812500 Penalty: 4210.033203
	Iteration 33Q: 3 clusters Score -584980.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -584983.687500 Penalty: 4210.033203
	Iteration 34Q: 3 clusters Score -584983.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -584984.312500 Penalty: 4210.033203
	Iteration 35Q: 3 clusters Score -584984.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -584985.375000 Penalty: 4210.033203
	Iteration 36Q: 3 clusters Score -584985.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -584987.187500 Penalty: 4210.033203
	Iteration 37Q: 3 clusters Score -584987.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -584990.125000 Penalty: 4210.033203
	Iteration 38Q: 3 clusters Score -584990.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -584991.875000 Penalty: 4210.033203
	Iteration 39Q: 3 clusters Score -584991.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -584991.875000 Penalty: 4210.033203
	Iteration 40F: 3 clusters Score -584991.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -51868.167969 Penalty: 1556.140991
	Iteration 0F: 2 clusters Score -51868.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50385.156250 Penalty: 3112.281982
	Iteration 0F: 3 clusters Score -50385.16 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -50670.621094 Penalty: 3112.281982
	Iteration 1F: 3 clusters Score -50670.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50774.175781 Penalty: 3112.281982
	Iteration 2F: 3 clusters Score -50774.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50852.855469 Penalty: 3112.281982
	Iteration 3Q: 3 clusters Score -50852.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50922.746094 Penalty: 3112.281982
	Iteration 4Q: 3 clusters Score -50922.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51005.570312 Penalty: 3112.281982
	Iteration 5Q: 3 clusters Score -51005.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51079.042969 Penalty: 3112.281982
	Iteration 6Q: 3 clusters Score -51079.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51171.023438 Penalty: 3112.281982
	Iteration 7Q: 3 clusters Score -51171.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51309.023438 Penalty: 3112.281982
	Iteration 8Q: 3 clusters Score -51309.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51413.617188 Penalty: 3112.281982
	Iteration 9Q: 3 clusters Score -51413.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51544.843750 Penalty: 3112.281982
	Iteration 10Q: 3 clusters Score -51544.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51570.558594 Penalty: 3112.281982
	Iteration 11Q: 3 clusters Score -51570.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51598.324219 Penalty: 3112.281982
	Iteration 12Q: 3 clusters Score -51598.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51614.292969 Penalty: 3112.281982
	Iteration 13Q: 3 clusters Score -51614.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51627.781250 Penalty: 3112.281982
	Iteration 14Q: 3 clusters Score -51627.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51629.863281 Penalty: 3112.281982
	Iteration 15Q: 3 clusters Score -51629.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51629.863281 Penalty: 3112.281982
	Iteration 16F: 3 clusters Score -51629.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Entering Unmasked Estep 
Score: -590556.375000 Penalty: 2124.127441
	Iteration 0F: 2 clusters Score -590556.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -585919.562500 Penalty: 4248.254883
	Iteration 0F: 3 clusters Score -585919.6 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -587054.937500 Penalty: 4248.254883
	Iteration 1F: 3 clusters Score -587054.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -587291.500000 Penalty: 4248.254883
	Iteration 2F: 3 clusters Score -587291.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -587448.062500 Penalty: 4248.254883
	Iteration 3F: 3 clusters Score -587448.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -587543.687500 Penalty: 4248.254883
	Iteration 4Q: 3 clusters Score -587543.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -587615.937500 Penalty: 4248.254883
	Iteration 5Q: 3 clusters Score -587615.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -587664.312500 Penalty: 4248.254883
	Iteration 6Q: 3 clusters Score -587664.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -587701.375000 Penalty: 4248.254883
	Iteration 7Q: 3 clusters Score -587701.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -587736.250000 Penalty: 4248.254883
	Iteration 8Q: 3 clusters Score -587736.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -587780.312500 Penalty: 4248.254883
	Iteration 9Q: 3 clusters Score -587780.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -587824.625000 Penalty: 4248.254883
	Iteration 10Q: 3 clusters Score -587824.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -587859.312500 Penalty: 4248.254883
	Iteration 11Q: 3 clusters Score -587859.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -587894.562500 Penalty: 4248.254883
	Iteration 12Q: 3 clusters Score -587894.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -587932.312500 Penalty: 4248.254883
	Iteration 13Q: 3 clusters Score -587932.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -587962.812500 Penalty: 4248.254883
	Iteration 14Q: 3 clusters Score -587962.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -587987.250000 Penalty: 4248.254883
	Iteration 15Q: 3 clusters Score -587987.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -588016.000000 Penalty: 4248.254883
	Iteration 16Q: 3 clusters Score -588016 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -588044.687500 Penalty: 4248.254883
	Iteration 17Q: 3 clusters Score -588044.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -588071.062500 Penalty: 4248.254883
	Iteration 18Q: 3 clusters Score -588071.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -588092.312500 Penalty: 4248.254883
	Iteration 19Q: 3 clusters Score -588092.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -588117.875000 Penalty: 4248.254883
	Iteration 20F: 3 clusters Score -588117.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -588140.000000 Penalty: 4248.254883
	Iteration 21Q: 3 clusters Score -588140 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -588166.937500 Penalty: 4248.254883
	Iteration 22Q: 3 clusters Score -588166.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -588187.062500 Penalty: 4248.254883
	Iteration 23Q: 3 clusters Score -588187.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -588204.375000 Penalty: 4248.254883
	Iteration 24Q: 3 clusters Score -588204.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -588222.500000 Penalty: 4248.254883
	Iteration 25Q: 3 clusters Score -588222.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -588242.625000 Penalty: 4248.254883
	Iteration 26Q: 3 clusters Score -588242.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -588265.937500 Penalty: 4248.254883
	Iteration 27Q: 3 clusters Score -588265.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -588289.125000 Penalty: 4248.254883
	Iteration 28Q: 3 clusters Score -588289.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -588316.125000 Penalty: 4248.254883
	Iteration 29Q: 3 clusters Score -588316.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -588343.000000 Penalty: 4248.254883
	Iteration 30Q: 3 clusters Score -588343 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -588369.625000 Penalty: 4248.254883
	Iteration 31Q: 3 clusters Score -588369.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -588384.187500 Penalty: 4248.254883
	Iteration 32Q: 3 clusters Score -588384.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -588396.812500 Penalty: 4248.254883
	Iteration 33Q: 3 clusters Score -588396.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -588409.312500 Penalty: 4248.254883
	Iteration 34Q: 3 clusters Score -588409.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -588420.812500 Penalty: 4248.254883
	Iteration 35Q: 3 clusters Score -588420.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -588436.375000 Penalty: 4248.254883
	Iteration 36Q: 3 clusters Score -588436.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -588447.937500 Penalty: 4248.254883
	Iteration 37Q: 3 clusters Score -588447.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -588458.437500 Penalty: 4248.254883
	Iteration 38Q: 3 clusters Score -588458.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -588473.562500 Penalty: 4248.254883
	Iteration 39Q: 3 clusters Score -588473.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -588483.937500 Penalty: 4248.254883
	Iteration 40F: 3 clusters Score -588483.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -588494.875000 Penalty: 4248.254883
	Iteration 41Q: 3 clusters Score -588494.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -588508.437500 Penalty: 4248.254883
	Iteration 42Q: 3 clusters Score -588508.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -588525.250000 Penalty: 4248.254883
	Iteration 43Q: 3 clusters Score -588525.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -588550.687500 Penalty: 4248.254883
	Iteration 44Q: 3 clusters Score -588550.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -588582.937500 Penalty: 4248.254883
	Iteration 45Q: 3 clusters Score -588582.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -588620.375000 Penalty: 4248.254883
	Iteration 46Q: 3 clusters Score -588620.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -588649.125000 Penalty: 4248.254883
	Iteration 47Q: 3 clusters Score -588649.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -588680.375000 Penalty: 4248.254883
	Iteration 48Q: 3 clusters Score -588680.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -588709.000000 Penalty: 4248.254883
	Iteration 49Q: 3 clusters Score -588709 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -588732.312500 Penalty: 4248.254883
	Iteration 50Q: 3 clusters Score -588732.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -588751.437500 Penalty: 4248.254883
	Iteration 51Q: 3 clusters Score -588751.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -588772.562500 Penalty: 4248.254883
	Iteration 52Q: 3 clusters Score -588772.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -588784.750000 Penalty: 4248.254883
	Iteration 53Q: 3 clusters Score -588784.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -588792.437500 Penalty: 4248.254883
	Iteration 54Q: 3 clusters Score -588792.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -588796.875000 Penalty: 4248.254883
	Iteration 55Q: 3 clusters Score -588796.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -588800.750000 Penalty: 4248.254883
	Iteration 56Q: 3 clusters Score -588800.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -588805.562500 Penalty: 4248.254883
	Iteration 57Q: 3 clusters Score -588805.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -588810.875000 Penalty: 4248.254883
	Iteration 58Q: 3 clusters Score -588810.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -588816.750000 Penalty: 4248.254883
	Iteration 59Q: 3 clusters Score -588816.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -588820.250000 Penalty: 4248.254883
	Iteration 60F: 3 clusters Score -588820.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -588824.250000 Penalty: 4248.254883
	Iteration 61Q: 3 clusters Score -588824.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -588831.562500 Penalty: 4248.254883
	Iteration 62Q: 3 clusters Score -588831.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -588834.375000 Penalty: 4248.254883
	Iteration 63Q: 3 clusters Score -588834.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -588835.562500 Penalty: 4248.254883
	Iteration 64Q: 3 clusters Score -588835.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -588836.062500 Penalty: 4248.254883
	Iteration 65Q: 3 clusters Score -588836.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -588840.000000 Penalty: 4248.254883
	Iteration 66Q: 3 clusters Score -588840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -588843.375000 Penalty: 4248.254883
	Iteration 67Q: 3 clusters Score -588843.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -588847.062500 Penalty: 4248.254883
	Iteration 68Q: 3 clusters Score -588847.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -588847.812500 Penalty: 4248.254883
	Iteration 69Q: 3 clusters Score -588847.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -588850.937500 Penalty: 4248.254883
	Iteration 70Q: 3 clusters Score -588850.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -588853.187500 Penalty: 4248.254883
	Iteration 71Q: 3 clusters Score -588853.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -588854.562500 Penalty: 4248.254883
	Iteration 72Q: 3 clusters Score -588854.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -588858.250000 Penalty: 4248.254883
	Iteration 73Q: 3 clusters Score -588858.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -588860.812500 Penalty: 4248.254883
	Iteration 74Q: 3 clusters Score -588860.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -588866.875000 Penalty: 4248.254883
	Iteration 75Q: 3 clusters Score -588866.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -588875.187500 Penalty: 4248.254883
	Iteration 76Q: 3 clusters Score -588875.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -588887.125000 Penalty: 4248.254883
	Iteration 77Q: 3 clusters Score -588887.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -588898.125000 Penalty: 4248.254883
	Iteration 78Q: 3 clusters Score -588898.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -588901.000000 Penalty: 4248.254883
	Iteration 79Q: 3 clusters Score -588901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -588906.812500 Penalty: 4248.254883
	Iteration 80F: 3 clusters Score -588906.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -588911.687500 Penalty: 4248.254883
	Iteration 81Q: 3 clusters Score -588911.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -588912.187500 Penalty: 4248.254883
	Iteration 82Q: 3 clusters Score -588912.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -588913.562500 Penalty: 4248.254883
	Iteration 83Q: 3 clusters Score -588913.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -588916.000000 Penalty: 4248.254883
	Iteration 84Q: 3 clusters Score -588916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -588916.250000 Penalty: 4248.254883
	Iteration 85Q: 3 clusters Score -588916.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -588915.562500 Penalty: 4248.254883
	Iteration 86Q: 3 clusters Score -588915.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -588915.562500 Penalty: 4248.254883
	Iteration 87F: 3 clusters Score -588915.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Entering Unmasked Estep 
Score: -101099.648438 Penalty: 1694.591797
	Iteration 0F: 2 clusters Score -101099.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -99189.867188 Penalty: 3389.183594
	Iteration 0F: 3 clusters Score -99189.87 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -99466.492188 Penalty: 3389.183594
	Iteration 1F: 3 clusters Score -99466.49 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -99521.789062 Penalty: 3389.183594
	Iteration 2Q: 3 clusters Score -99521.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -99553.593750 Penalty: 3389.183594
	Iteration 3Q: 3 clusters Score -99553.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -99579.953125 Penalty: 3389.183594
	Iteration 4Q: 3 clusters Score -99579.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -99590.515625 Penalty: 3389.183594
	Iteration 5Q: 3 clusters Score -99590.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -99595.328125 Penalty: 3389.183594
	Iteration 6Q: 3 clusters Score -99595.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -99602.992188 Penalty: 3389.183594
	Iteration 7Q: 3 clusters Score -99602.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -99609.656250 Penalty: 3389.183594
	Iteration 8Q: 3 clusters Score -99609.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -99615.742188 Penalty: 3389.183594
	Iteration 9Q: 3 clusters Score -99615.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -99616.351562 Penalty: 3389.183594
	Iteration 10Q: 3 clusters Score -99616.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -99616.351562 Penalty: 3389.183594
	Iteration 11F: 3 clusters Score -99616.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Entering Unmasked Estep 
Score: -725524.125000 Penalty: 2160.886719
	Iteration 0F: 2 clusters Score -725524.1 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 3009 members 
Entering Unmasked Estep 
Score: -720373.187500 Penalty: 4321.773438
	Iteration 0F: 3 clusters Score -720373.2 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -721715.187500 Penalty: 4321.773438
	Iteration 1F: 3 clusters Score -721715.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -721890.687500 Penalty: 4321.773438
	Iteration 2F: 3 clusters Score -721890.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -722006.562500 Penalty: 4321.773438
	Iteration 3Q: 3 clusters Score -722006.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -722086.437500 Penalty: 4321.773438
	Iteration 4Q: 3 clusters Score -722086.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -722143.875000 Penalty: 4321.773438
	Iteration 5Q: 3 clusters Score -722143.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -722197.437500 Penalty: 4321.773438
	Iteration 6Q: 3 clusters Score -722197.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -722238.437500 Penalty: 4321.773438
	Iteration 7Q: 3 clusters Score -722238.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -722298.062500 Penalty: 4321.773438
	Iteration 8Q: 3 clusters Score -722298.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -722347.875000 Penalty: 4321.773438
	Iteration 9Q: 3 clusters Score -722347.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -722395.000000 Penalty: 4321.773438
	Iteration 10Q: 3 clusters Score -722395 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -722439.000000 Penalty: 4321.773438
	Iteration 11Q: 3 clusters Score -722439 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -722480.437500 Penalty: 4321.773438
	Iteration 12Q: 3 clusters Score -722480.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -722527.187500 Penalty: 4321.773438
	Iteration 13Q: 3 clusters Score -722527.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -722591.875000 Penalty: 4321.773438
	Iteration 14Q: 3 clusters Score -722591.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -722655.687500 Penalty: 4321.773438
	Iteration 15Q: 3 clusters Score -722655.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -722724.000000 Penalty: 4321.773438
	Iteration 16Q: 3 clusters Score -722724 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -722781.875000 Penalty: 4321.773438
	Iteration 17Q: 3 clusters Score -722781.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -722838.625000 Penalty: 4321.773438
	Iteration 18Q: 3 clusters Score -722838.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -722905.562500 Penalty: 4321.773438
	Iteration 19Q: 3 clusters Score -722905.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -722984.062500 Penalty: 4321.773438
	Iteration 20F: 3 clusters Score -722984.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -723057.250000 Penalty: 4321.773438
	Iteration 21Q: 3 clusters Score -723057.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -723136.250000 Penalty: 4321.773438
	Iteration 22Q: 3 clusters Score -723136.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -723207.750000 Penalty: 4321.773438
	Iteration 23Q: 3 clusters Score -723207.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -723280.187500 Penalty: 4321.773438
	Iteration 24Q: 3 clusters Score -723280.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -723339.437500 Penalty: 4321.773438
	Iteration 25Q: 3 clusters Score -723339.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -723392.562500 Penalty: 4321.773438
	Iteration 26Q: 3 clusters Score -723392.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -723437.625000 Penalty: 4321.773438
	Iteration 27Q: 3 clusters Score -723437.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -723472.875000 Penalty: 4321.773438
	Iteration 28Q: 3 clusters Score -723472.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -723513.875000 Penalty: 4321.773438
	Iteration 29Q: 3 clusters Score -723513.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -723546.812500 Penalty: 4321.773438
	Iteration 30Q: 3 clusters Score -723546.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -723571.500000 Penalty: 4321.773438
	Iteration 31Q: 3 clusters Score -723571.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -723588.312500 Penalty: 4321.773438
	Iteration 32Q: 3 clusters Score -723588.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -723601.500000 Penalty: 4321.773438
	Iteration 33Q: 3 clusters Score -723601.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -723614.062500 Penalty: 4321.773438
	Iteration 34Q: 3 clusters Score -723614.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -723622.187500 Penalty: 4321.773438
	Iteration 35Q: 3 clusters Score -723622.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -723630.625000 Penalty: 4321.773438
	Iteration 36Q: 3 clusters Score -723630.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -723636.312500 Penalty: 4321.773438
	Iteration 37Q: 3 clusters Score -723636.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -723647.750000 Penalty: 4321.773438
	Iteration 38Q: 3 clusters Score -723647.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -723657.375000 Penalty: 4321.773438
	Iteration 39Q: 3 clusters Score -723657.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -723665.125000 Penalty: 4321.773438
	Iteration 40F: 3 clusters Score -723665.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -723674.187500 Penalty: 4321.773438
	Iteration 41Q: 3 clusters Score -723674.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -723677.312500 Penalty: 4321.773438
	Iteration 42Q: 3 clusters Score -723677.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -723680.312500 Penalty: 4321.773438
	Iteration 43Q: 3 clusters Score -723680.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -723681.500000 Penalty: 4321.773438
	Iteration 44Q: 3 clusters Score -723681.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -723684.750000 Penalty: 4321.773438
	Iteration 45Q: 3 clusters Score -723684.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -723688.500000 Penalty: 4321.773438
	Iteration 46Q: 3 clusters Score -723688.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -723692.062500 Penalty: 4321.773438
	Iteration 47Q: 3 clusters Score -723692.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -723693.687500 Penalty: 4321.773438
	Iteration 48Q: 3 clusters Score -723693.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -723694.687500 Penalty: 4321.773438
	Iteration 49Q: 3 clusters Score -723694.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -723694.500000 Penalty: 4321.773438
	Iteration 50Q: 3 clusters Score -723694.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -723694.500000 Penalty: 4321.773438
	Iteration 51F: 3 clusters Score -723694.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Entering Unmasked Estep 
Score: -4984673.000000 Penalty: 2643.728760
	Iteration 0F: 2 clusters Score -4984673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -4955754.000000 Penalty: 5287.457520
	Iteration 0F: 3 clusters Score -4955754 nChanged 19596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -4966539.000000 Penalty: 5287.457520
	Iteration 1F: 3 clusters Score -4966539 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -4967008.000000 Penalty: 5287.457520
	Iteration 2Q: 3 clusters Score -4967008 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -4967424.000000 Penalty: 5287.457520
	Iteration 3Q: 3 clusters Score -4967424 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -4967822.500000 Penalty: 5287.457520
	Iteration 4Q: 3 clusters Score -4967822 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -4968180.000000 Penalty: 5287.457520
	Iteration 5Q: 3 clusters Score -4968180 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -4968605.500000 Penalty: 5287.457520
	Iteration 6Q: 3 clusters Score -4968606 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -4969104.500000 Penalty: 5287.457520
	Iteration 7Q: 3 clusters Score -4969104 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -4969748.500000 Penalty: 5287.457520
	Iteration 8Q: 3 clusters Score -4969748 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -4970681.000000 Penalty: 5287.457520
	Iteration 9Q: 3 clusters Score -4970681 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -4971991.500000 Penalty: 5287.457520
	Iteration 10F: 3 clusters Score -4971992 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -4973764.000000 Penalty: 5287.457520
	Iteration 11F: 3 clusters Score -4973764 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -4975992.500000 Penalty: 5287.457520
	Iteration 12F: 3 clusters Score -4975992 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -4978167.000000 Penalty: 5287.457520
	Iteration 13F: 3 clusters Score -4978167 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -4980001.500000 Penalty: 5287.457520
	Iteration 14Q: 3 clusters Score -4980002 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -4981157.000000 Penalty: 5287.457520
	Iteration 15Q: 3 clusters Score -4981157 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -4981780.500000 Penalty: 5287.457520
	Iteration 16Q: 3 clusters Score -4981780 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -4982063.000000 Penalty: 5287.457520
	Iteration 17Q: 3 clusters Score -4982063 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -4982212.000000 Penalty: 5287.457520
	Iteration 18Q: 3 clusters Score -4982212 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -4982288.000000 Penalty: 5287.457520
	Iteration 19Q: 3 clusters Score -4982288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -4982328.000000 Penalty: 5287.457520
	Iteration 20F: 3 clusters Score -4982328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -4982348.500000 Penalty: 5287.457520
	Iteration 21Q: 3 clusters Score -4982348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -4982363.000000 Penalty: 5287.457520
	Iteration 22Q: 3 clusters Score -4982363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -4982375.500000 Penalty: 5287.457520
	Iteration 23Q: 3 clusters Score -4982376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -4982388.000000 Penalty: 5287.457520
	Iteration 24Q: 3 clusters Score -4982388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -4982387.000000 Penalty: 5287.457520
	Iteration 25Q: 3 clusters Score -4982387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -4982401.500000 Penalty: 5287.457520
	Iteration 26Q: 3 clusters Score -4982402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -4982413.500000 Penalty: 5287.457520
	Iteration 27Q: 3 clusters Score -4982414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -4982412.000000 Penalty: 5287.457520
	Iteration 28Q: 3 clusters Score -4982412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -4982416.500000 Penalty: 5287.457520
	Iteration 29Q: 3 clusters Score -4982416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -4982414.500000 Penalty: 5287.457520
	Iteration 30Q: 3 clusters Score -4982414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -4982414.500000 Penalty: 5287.457520
	Iteration 31F: 3 clusters Score -4982414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Entering Unmasked Estep 
Score: -4044201.250000 Penalty: 2584.600098
	Iteration 0F: 2 clusters Score -4044201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -4021299.500000 Penalty: 5169.200195
	Iteration 0F: 3 clusters Score -4021300 nChanged 15210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -4029522.750000 Penalty: 5169.200195
	Iteration 1F: 3 clusters Score -4029523 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -4030026.500000 Penalty: 5169.200195
	Iteration 2Q: 3 clusters Score -4030026 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -4030529.250000 Penalty: 5169.200195
	Iteration 3Q: 3 clusters Score -4030529 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -4031187.250000 Penalty: 5169.200195
	Iteration 4Q: 3 clusters Score -4031187 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -4032193.750000 Penalty: 5169.200195
	Iteration 5F: 3 clusters Score -4032194 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -4033681.750000 Penalty: 5169.200195
	Iteration 6F: 3 clusters Score -4033682 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -4035631.500000 Penalty: 5169.200195
	Iteration 7F: 3 clusters Score -4035632 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -4037880.000000 Penalty: 5169.200195
	Iteration 8F: 3 clusters Score -4037880 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -4039778.250000 Penalty: 5169.200195
	Iteration 9F: 3 clusters Score -4039778 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -4041017.000000 Penalty: 5169.200195
	Iteration 10Q: 3 clusters Score -4041017 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4041555.000000 Penalty: 5169.200195
	Iteration 11Q: 3 clusters Score -4041555 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4041830.000000 Penalty: 5169.200195
	Iteration 12Q: 3 clusters Score -4041830 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4041959.750000 Penalty: 5169.200195
	Iteration 13Q: 3 clusters Score -4041960 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4042039.750000 Penalty: 5169.200195
	Iteration 14Q: 3 clusters Score -4042040 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4042100.000000 Penalty: 5169.200195
	Iteration 15Q: 3 clusters Score -4042100 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4042144.500000 Penalty: 5169.200195
	Iteration 16Q: 3 clusters Score -4042144 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4042169.500000 Penalty: 5169.200195
	Iteration 17Q: 3 clusters Score -4042170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4042182.750000 Penalty: 5169.200195
	Iteration 18Q: 3 clusters Score -4042183 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4042191.500000 Penalty: 5169.200195
	Iteration 19Q: 3 clusters Score -4042192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4042197.750000 Penalty: 5169.200195
	Iteration 20F: 3 clusters Score -4042198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4042206.000000 Penalty: 5169.200195
	Iteration 21Q: 3 clusters Score -4042206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4042208.750000 Penalty: 5169.200195
	Iteration 22Q: 3 clusters Score -4042209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4042218.000000 Penalty: 5169.200195
	Iteration 23Q: 3 clusters Score -4042218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4042215.750000 Penalty: 5169.200195
	Iteration 24Q: 3 clusters Score -4042216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4042212.750000 Penalty: 5169.200195
	Iteration 25Q: 3 clusters Score -4042213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4042216.250000 Penalty: 5169.200195
	Iteration 26Q: 3 clusters Score -4042216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4042217.750000 Penalty: 5169.200195
	Iteration 27Q: 3 clusters Score -4042218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4042219.000000 Penalty: 5169.200195
	Iteration 28Q: 3 clusters Score -4042219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4042219.500000 Penalty: 5169.200195
	Iteration 29Q: 3 clusters Score -4042220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4042220.500000 Penalty: 5169.200195
	Iteration 30Q: 3 clusters Score -4042220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4042220.500000 Penalty: 5169.200195
	Iteration 31F: 3 clusters Score -4042220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -107471.984375 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -107472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -105643.210938 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -105643.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -106137.109375 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -106137.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -106494.406250 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -106494.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -106702.585938 Penalty: 3399.759766
	Iteration 3F: 3 clusters Score -106702.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -106828.218750 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -106828.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -106896.593750 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -106896.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -106916.445312 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -106916.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -106934.125000 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -106934.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -106942.867188 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -106942.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -106942.867188 Penalty: 3399.759766
	Iteration 9F: 3 clusters Score -106942.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Entering Unmasked Estep 
Score: -1296810.000000 Penalty: 2303.273682
	Iteration 0F: 2 clusters Score -1296810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1288732.000000 Penalty: 4606.547363
	Iteration 0F: 3 clusters Score -1288732 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1291029.500000 Penalty: 4606.547363
	Iteration 1F: 3 clusters Score -1291030 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1291321.750000 Penalty: 4606.547363
	Iteration 2F: 3 clusters Score -1291322 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1291509.625000 Penalty: 4606.547363
	Iteration 3Q: 3 clusters Score -1291510 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1291658.125000 Penalty: 4606.547363
	Iteration 4Q: 3 clusters Score -1291658 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1291795.500000 Penalty: 4606.547363
	Iteration 5Q: 3 clusters Score -1291796 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1291914.000000 Penalty: 4606.547363
	Iteration 6Q: 3 clusters Score -1291914 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1292024.500000 Penalty: 4606.547363
	Iteration 7Q: 3 clusters Score -1292024 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1292135.375000 Penalty: 4606.547363
	Iteration 8Q: 3 clusters Score -1292135 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1292269.625000 Penalty: 4606.547363
	Iteration 9Q: 3 clusters Score -1292270 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1292455.000000 Penalty: 4606.547363
	Iteration 10Q: 3 clusters Score -1292455 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1292681.500000 Penalty: 4606.547363
	Iteration 11Q: 3 clusters Score -1292682 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1292976.500000 Penalty: 4606.547363
	Iteration 12Q: 3 clusters Score -1292976 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1293329.125000 Penalty: 4606.547363
	Iteration 13Q: 3 clusters Score -1293329 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1293675.000000 Penalty: 4606.547363
	Iteration 14Q: 3 clusters Score -1293675 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1294024.250000 Penalty: 4606.547363
	Iteration 15Q: 3 clusters Score -1294024 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1294327.375000 Penalty: 4606.547363
	Iteration 16Q: 3 clusters Score -1294327 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1294585.125000 Penalty: 4606.547363
	Iteration 17Q: 3 clusters Score -1294585 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1294788.250000 Penalty: 4606.547363
	Iteration 18Q: 3 clusters Score -1294788 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1294928.375000 Penalty: 4606.547363
	Iteration 19Q: 3 clusters Score -1294928 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1295037.750000 Penalty: 4606.547363
	Iteration 20F: 3 clusters Score -1295038 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1295117.000000 Penalty: 4606.547363
	Iteration 21Q: 3 clusters Score -1295117 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1295179.250000 Penalty: 4606.547363
	Iteration 22Q: 3 clusters Score -1295179 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1295203.625000 Penalty: 4606.547363
	Iteration 23Q: 3 clusters Score -1295204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1295216.625000 Penalty: 4606.547363
	Iteration 24Q: 3 clusters Score -1295217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1295231.125000 Penalty: 4606.547363
	Iteration 25Q: 3 clusters Score -1295231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1295246.125000 Penalty: 4606.547363
	Iteration 26Q: 3 clusters Score -1295246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1295259.125000 Penalty: 4606.547363
	Iteration 27Q: 3 clusters Score -1295259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1295265.750000 Penalty: 4606.547363
	Iteration 28Q: 3 clusters Score -1295266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1295266.375000 Penalty: 4606.547363
	Iteration 29Q: 3 clusters Score -1295266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1295269.375000 Penalty: 4606.547363
	Iteration 30Q: 3 clusters Score -1295269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1295269.125000 Penalty: 4606.547363
	Iteration 31Q: 3 clusters Score -1295269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1295270.750000 Penalty: 4606.547363
	Iteration 32Q: 3 clusters Score -1295271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1295270.500000 Penalty: 4606.547363
	Iteration 33Q: 3 clusters Score -1295270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1295272.000000 Penalty: 4606.547363
	Iteration 34Q: 3 clusters Score -1295272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1295272.000000 Penalty: 4606.547363
	Iteration 35F: 3 clusters Score -1295272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (216269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216269 members 
Entering Unmasked Estep 
Score: -25788952.000000 Penalty: 3046.500977
	Iteration 0F: 2 clusters Score -2.578895e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107914 members 
Mstep: Class 2 contains 108355 members 
Entering Unmasked Estep 
Score: -25651614.000000 Penalty: 6093.001953
	Iteration 0F: 3 clusters Score -2.565161e+07 nChanged 104117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104767 members 
Mstep: Class 2 contains 111502 members 
Entering Unmasked Estep 
Score: -25712696.000000 Penalty: 6093.001953
	Iteration 1F: 3 clusters Score -2.57127e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102418 members 
Mstep: Class 2 contains 113851 members 
Entering Unmasked Estep 
Score: -25714416.000000 Penalty: 6093.001953
	Iteration 2Q: 3 clusters Score -2.571442e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98852 members 
Mstep: Class 2 contains 117417 members 
Entering Unmasked Estep 
Score: -25716984.000000 Penalty: 6093.001953
	Iteration 3Q: 3 clusters Score -2.571698e+07 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93669 members 
Mstep: Class 2 contains 122600 members 
Entering Unmasked Estep 
Score: -25720688.000000 Penalty: 6093.001953
	Iteration 4Q: 3 clusters Score -2.572069e+07 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86548 members 
Mstep: Class 2 contains 129721 members 
Entering Unmasked Estep 
Score: -25725514.000000 Penalty: 6093.001953
	Iteration 5Q: 3 clusters Score -2.572551e+07 nChanged 12010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77466 members 
Mstep: Class 2 contains 138803 members 
Entering Unmasked Estep 
Score: -25732740.000000 Penalty: 6093.001953
	Iteration 6F: 3 clusters Score -2.573274e+07 nChanged 13541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67141 members 
Mstep: Class 2 contains 149128 members 
Entering Unmasked Estep 
Score: -25742400.000000 Penalty: 6093.001953
	Iteration 7F: 3 clusters Score -2.57424e+07 nChanged 13587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 158843 members 
Entering Unmasked Estep 
Score: -25751862.000000 Penalty: 6093.001953
	Iteration 8F: 3 clusters Score -2.575186e+07 nChanged 11850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 166405 members 
Entering Unmasked Estep 
Score: -25759606.000000 Penalty: 6093.001953
	Iteration 9F: 3 clusters Score -2.575961e+07 nChanged 9214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 171639 members 
Entering Unmasked Estep 
Score: -25764384.000000 Penalty: 6093.001953
	Iteration 10Q: 3 clusters Score -2.576438e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 175521 members 
Entering Unmasked Estep 
Score: -25766814.000000 Penalty: 6093.001953
	Iteration 11Q: 3 clusters Score -2.576681e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 178813 members 
Entering Unmasked Estep 
Score: -25768290.000000 Penalty: 6093.001953
	Iteration 12Q: 3 clusters Score -2.576829e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 181793 members 
Entering Unmasked Estep 
Score: -25769370.000000 Penalty: 6093.001953
	Iteration 13Q: 3 clusters Score -2.576937e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 184714 members 
Entering Unmasked Estep 
Score: -25770270.000000 Penalty: 6093.001953
	Iteration 14Q: 3 clusters Score -2.577027e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 187512 members 
Entering Unmasked Estep 
Score: -25771296.000000 Penalty: 6093.001953
	Iteration 15Q: 3 clusters Score -2.57713e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 190142 members 
Entering Unmasked Estep 
Score: -25773040.000000 Penalty: 6093.001953
	Iteration 16Q: 3 clusters Score -2.577304e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 192807 members 
Entering Unmasked Estep 
Score: -25775256.000000 Penalty: 6093.001953
	Iteration 17Q: 3 clusters Score -2.577526e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 195480 members 
Entering Unmasked Estep 
Score: -25777340.000000 Penalty: 6093.001953
	Iteration 18Q: 3 clusters Score -2.577734e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 198090 members 
Entering Unmasked Estep 
Score: -25779370.000000 Penalty: 6093.001953
	Iteration 19Q: 3 clusters Score -2.577937e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 200614 members 
Entering Unmasked Estep 
Score: -25781020.000000 Penalty: 6093.001953
	Iteration 20F: 3 clusters Score -2.578102e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 203022 members 
Entering Unmasked Estep 
Score: -25782594.000000 Penalty: 6093.001953
	Iteration 21Q: 3 clusters Score -2.578259e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 205236 members 
Entering Unmasked Estep 
Score: -25783816.000000 Penalty: 6093.001953
	Iteration 22Q: 3 clusters Score -2.578382e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 207305 members 
Entering Unmasked Estep 
Score: -25784802.000000 Penalty: 6093.001953
	Iteration 23Q: 3 clusters Score -2.57848e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 209134 members 
Entering Unmasked Estep 
Score: -25785556.000000 Penalty: 6093.001953
	Iteration 24Q: 3 clusters Score -2.578556e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 210610 members 
Entering Unmasked Estep 
Score: -25786112.000000 Penalty: 6093.001953
	Iteration 25Q: 3 clusters Score -2.578611e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 211800 members 
Entering Unmasked Estep 
Score: -25786400.000000 Penalty: 6093.001953
	Iteration 26Q: 3 clusters Score -2.57864e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 212709 members 
Entering Unmasked Estep 
Score: -25786358.000000 Penalty: 6093.001953
	Iteration 27Q: 3 clusters Score -2.578636e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 213442 members 
Entering Unmasked Estep 
Score: -25786412.000000 Penalty: 6093.001953
	Iteration 28Q: 3 clusters Score -2.578641e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 213990 members 
Entering Unmasked Estep 
Score: -25786394.000000 Penalty: 6093.001953
	Iteration 29Q: 3 clusters Score -2.578639e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 214401 members 
Entering Unmasked Estep 
Score: -25786478.000000 Penalty: 6093.001953
	Iteration 30Q: 3 clusters Score -2.578648e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 214683 members 
Entering Unmasked Estep 
Score: -25786432.000000 Penalty: 6093.001953
	Iteration 31Q: 3 clusters Score -2.578643e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 214896 members 
Entering Unmasked Estep 
Score: -25786480.000000 Penalty: 6093.001953
	Iteration 32Q: 3 clusters Score -2.578648e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 215071 members 
Entering Unmasked Estep 
Score: -25786458.000000 Penalty: 6093.001953
	Iteration 33Q: 3 clusters Score -2.578646e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 215199 members 
Entering Unmasked Estep 
Score: -25786490.000000 Penalty: 6093.001953
	Iteration 34Q: 3 clusters Score -2.578649e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 215298 members 
Entering Unmasked Estep 
Score: -25786476.000000 Penalty: 6093.001953
	Iteration 35Q: 3 clusters Score -2.578648e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 215377 members 
Entering Unmasked Estep 
Score: -25786488.000000 Penalty: 6093.001953
	Iteration 36Q: 3 clusters Score -2.578649e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 215429 members 
Entering Unmasked Estep 
Score: -25786532.000000 Penalty: 6093.001953
	Iteration 37Q: 3 clusters Score -2.578653e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 215458 members 
Entering Unmasked Estep 
Score: -25786542.000000 Penalty: 6093.001953
	Iteration 38Q: 3 clusters Score -2.578654e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 215483 members 
Entering Unmasked Estep 
Score: -25786532.000000 Penalty: 6093.001953
	Iteration 39Q: 3 clusters Score -2.578653e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 215509 members 
Entering Unmasked Estep 
Score: -25786532.000000 Penalty: 6093.001953
	Iteration 40F: 3 clusters Score -2.578653e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 215545 members 
Entering Unmasked Estep 
Score: -25786562.000000 Penalty: 6093.001953
	Iteration 41Q: 3 clusters Score -2.578656e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 215574 members 
Entering Unmasked Estep 
Score: -25786570.000000 Penalty: 6093.001953
	Iteration 42Q: 3 clusters Score -2.578657e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 215599 members 
Entering Unmasked Estep 
Score: -25786590.000000 Penalty: 6093.001953
	Iteration 43Q: 3 clusters Score -2.578659e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 215618 members 
Entering Unmasked Estep 
Score: -25786592.000000 Penalty: 6093.001953
	Iteration 44Q: 3 clusters Score -2.578659e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 215629 members 
Entering Unmasked Estep 
Score: -25786590.000000 Penalty: 6093.001953
	Iteration 45Q: 3 clusters Score -2.578659e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 215644 members 
Entering Unmasked Estep 
Score: -25786596.000000 Penalty: 6093.001953
	Iteration 46Q: 3 clusters Score -2.57866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 215651 members 
Entering Unmasked Estep 
Score: -25786588.000000 Penalty: 6093.001953
	Iteration 47Q: 3 clusters Score -2.578659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 215655 members 
Entering Unmasked Estep 
Score: -25786600.000000 Penalty: 6093.001953
	Iteration 48Q: 3 clusters Score -2.57866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 215659 members 
Entering Unmasked Estep 
Score: -25786610.000000 Penalty: 6093.001953
	Iteration 49Q: 3 clusters Score -2.578661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 215663 members 
Entering Unmasked Estep 
Score: -25786612.000000 Penalty: 6093.001953
	Iteration 50Q: 3 clusters Score -2.578661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 215667 members 
Entering Unmasked Estep 
Score: -25786616.000000 Penalty: 6093.001953
	Iteration 51Q: 3 clusters Score -2.578662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 215672 members 
Entering Unmasked Estep 
Score: -25786608.000000 Penalty: 6093.001953
	Iteration 52Q: 3 clusters Score -2.578661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 215673 members 
Entering Unmasked Estep 
Score: -25786618.000000 Penalty: 6093.001953
	Iteration 53Q: 3 clusters Score -2.578662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 215674 members 
Entering Unmasked Estep 
Score: -25786614.000000 Penalty: 6093.001953
	Iteration 54Q: 3 clusters Score -2.578661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 215675 members 
Entering Unmasked Estep 
Score: -25786618.000000 Penalty: 6093.001953
	Iteration 55Q: 3 clusters Score -2.578662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 215675 members 
Entering Unmasked Estep 
Score: -25786618.000000 Penalty: 6093.001953
	Iteration 56F: 3 clusters Score -2.578662e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (118141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118141 members 
Entering Unmasked Estep 
Score: -14087063.000000 Penalty: 2896.549316
	Iteration 0F: 2 clusters Score -1.408706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59178 members 
Mstep: Class 2 contains 58963 members 
Entering Unmasked Estep 
Score: -14008389.000000 Penalty: 5793.098633
	Iteration 0F: 3 clusters Score -1.400839e+07 nChanged 56099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60385 members 
Mstep: Class 2 contains 57756 members 
Entering Unmasked Estep 
Score: -14040538.000000 Penalty: 5793.098633
	Iteration 1F: 3 clusters Score -1.404054e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61230 members 
Mstep: Class 2 contains 56911 members 
Entering Unmasked Estep 
Score: -14041972.000000 Penalty: 5793.098633
	Iteration 2Q: 3 clusters Score -1.404197e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62366 members 
Mstep: Class 2 contains 55775 members 
Entering Unmasked Estep 
Score: -14044039.000000 Penalty: 5793.098633
	Iteration 3Q: 3 clusters Score -1.404404e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -14046706.000000 Penalty: 5793.098633
	Iteration 4Q: 3 clusters Score -1.404671e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 53233 members 
Entering Unmasked Estep 
Score: -14050221.000000 Penalty: 5793.098633
	Iteration 5F: 3 clusters Score -1.405022e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65795 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -14054529.000000 Penalty: 5793.098633
	Iteration 6F: 3 clusters Score -1.405453e+07 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66195 members 
Mstep: Class 2 contains 51946 members 
Entering Unmasked Estep 
Score: -14059729.000000 Penalty: 5793.098633
	Iteration 7F: 3 clusters Score -1.405973e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66093 members 
Mstep: Class 2 contains 52048 members 
Entering Unmasked Estep 
Score: -14065016.000000 Penalty: 5793.098633
	Iteration 8F: 3 clusters Score -1.406502e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
Score: -14068966.000000 Penalty: 5793.098633
	Iteration 9F: 3 clusters Score -1.406897e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65097 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -14070818.000000 Penalty: 5793.098633
	Iteration 10Q: 3 clusters Score -1.407082e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64767 members 
Mstep: Class 2 contains 53374 members 
Entering Unmasked Estep 
Score: -14071584.000000 Penalty: 5793.098633
	Iteration 11Q: 3 clusters Score -1.407158e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64499 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -14071902.000000 Penalty: 5793.098633
	Iteration 12Q: 3 clusters Score -1.40719e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64216 members 
Mstep: Class 2 contains 53925 members 
Entering Unmasked Estep 
Score: -14072091.000000 Penalty: 5793.098633
	Iteration 13Q: 3 clusters Score -1.407209e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63970 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -14072225.000000 Penalty: 5793.098633
	Iteration 14Q: 3 clusters Score -1.407222e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63683 members 
Mstep: Class 2 contains 54458 members 
Entering Unmasked Estep 
Score: -14072366.000000 Penalty: 5793.098633
	Iteration 15Q: 3 clusters Score -1.407237e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63366 members 
Mstep: Class 2 contains 54775 members 
Entering Unmasked Estep 
Score: -14072426.000000 Penalty: 5793.098633
	Iteration 16Q: 3 clusters Score -1.407243e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62976 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -14072569.000000 Penalty: 5793.098633
	Iteration 17Q: 3 clusters Score -1.407257e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62530 members 
Mstep: Class 2 contains 55611 members 
Entering Unmasked Estep 
Score: -14072756.000000 Penalty: 5793.098633
	Iteration 18Q: 3 clusters Score -1.407276e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62069 members 
Mstep: Class 2 contains 56072 members 
Entering Unmasked Estep 
Score: -14072959.000000 Penalty: 5793.098633
	Iteration 19Q: 3 clusters Score -1.407296e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61544 members 
Mstep: Class 2 contains 56597 members 
Entering Unmasked Estep 
Score: -14073106.000000 Penalty: 5793.098633
	Iteration 20F: 3 clusters Score -1.407311e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60947 members 
Mstep: Class 2 contains 57194 members 
Entering Unmasked Estep 
Score: -14073283.000000 Penalty: 5793.098633
	Iteration 21Q: 3 clusters Score -1.407328e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60272 members 
Mstep: Class 2 contains 57869 members 
Entering Unmasked Estep 
Score: -14073439.000000 Penalty: 5793.098633
	Iteration 22Q: 3 clusters Score -1.407344e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 58605 members 
Entering Unmasked Estep 
Score: -14073660.000000 Penalty: 5793.098633
	Iteration 23Q: 3 clusters Score -1.407366e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 59436 members 
Entering Unmasked Estep 
Score: -14073968.000000 Penalty: 5793.098633
	Iteration 24Q: 3 clusters Score -1.407397e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57791 members 
Mstep: Class 2 contains 60350 members 
Entering Unmasked Estep 
Score: -14074290.000000 Penalty: 5793.098633
	Iteration 25Q: 3 clusters Score -1.407429e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56752 members 
Mstep: Class 2 contains 61389 members 
Entering Unmasked Estep 
Score: -14074797.000000 Penalty: 5793.098633
	Iteration 26Q: 3 clusters Score -1.40748e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 62530 members 
Entering Unmasked Estep 
Score: -14075358.000000 Penalty: 5793.098633
	Iteration 27Q: 3 clusters Score -1.407536e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54401 members 
Mstep: Class 2 contains 63740 members 
Entering Unmasked Estep 
Score: -14075920.000000 Penalty: 5793.098633
	Iteration 28Q: 3 clusters Score -1.407592e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53193 members 
Mstep: Class 2 contains 64948 members 
Entering Unmasked Estep 
Score: -14076452.000000 Penalty: 5793.098633
	Iteration 29Q: 3 clusters Score -1.407645e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 66099 members 
Entering Unmasked Estep 
Score: -14076925.000000 Penalty: 5793.098633
	Iteration 30Q: 3 clusters Score -1.407692e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 67179 members 
Entering Unmasked Estep 
Score: -14077310.000000 Penalty: 5793.098633
	Iteration 31Q: 3 clusters Score -1.407731e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 68284 members 
Entering Unmasked Estep 
Score: -14077567.000000 Penalty: 5793.098633
	Iteration 32Q: 3 clusters Score -1.407757e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48801 members 
Mstep: Class 2 contains 69340 members 
Entering Unmasked Estep 
Score: -14077859.000000 Penalty: 5793.098633
	Iteration 33Q: 3 clusters Score -1.407786e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 70433 members 
Entering Unmasked Estep 
Score: -14078092.000000 Penalty: 5793.098633
	Iteration 34Q: 3 clusters Score -1.407809e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 71552 members 
Entering Unmasked Estep 
Score: -14078370.000000 Penalty: 5793.098633
	Iteration 35Q: 3 clusters Score -1.407837e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 72626 members 
Entering Unmasked Estep 
Score: -14078548.000000 Penalty: 5793.098633
	Iteration 36Q: 3 clusters Score -1.407855e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 73675 members 
Entering Unmasked Estep 
Score: -14078751.000000 Penalty: 5793.098633
	Iteration 37Q: 3 clusters Score -1.407875e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 74674 members 
Entering Unmasked Estep 
Score: -14078869.000000 Penalty: 5793.098633
	Iteration 38Q: 3 clusters Score -1.407887e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 75670 members 
Entering Unmasked Estep 
Score: -14079055.000000 Penalty: 5793.098633
	Iteration 39Q: 3 clusters Score -1.407906e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 76703 members 
Entering Unmasked Estep 
Score: -14079271.000000 Penalty: 5793.098633
	Iteration 40F: 3 clusters Score -1.407927e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 77758 members 
Entering Unmasked Estep 
Score: -14079361.000000 Penalty: 5793.098633
	Iteration 41Q: 3 clusters Score -1.407936e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 78740 members 
Entering Unmasked Estep 
Score: -14079531.000000 Penalty: 5793.098633
	Iteration 42Q: 3 clusters Score -1.407953e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 79729 members 
Entering Unmasked Estep 
Score: -14079693.000000 Penalty: 5793.098633
	Iteration 43Q: 3 clusters Score -1.407969e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 80715 members 
Entering Unmasked Estep 
Score: -14079819.000000 Penalty: 5793.098633
	Iteration 44Q: 3 clusters Score -1.407982e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 81708 members 
Entering Unmasked Estep 
Score: -14079970.000000 Penalty: 5793.098633
	Iteration 45Q: 3 clusters Score -1.407997e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 82701 members 
Entering Unmasked Estep 
Score: -14080194.000000 Penalty: 5793.098633
	Iteration 46Q: 3 clusters Score -1.408019e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 83679 members 
Entering Unmasked Estep 
Score: -14080356.000000 Penalty: 5793.098633
	Iteration 47Q: 3 clusters Score -1.408036e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 84668 members 
Entering Unmasked Estep 
Score: -14080620.000000 Penalty: 5793.098633
	Iteration 48Q: 3 clusters Score -1.408062e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 85700 members 
Entering Unmasked Estep 
Score: -14080759.000000 Penalty: 5793.098633
	Iteration 49Q: 3 clusters Score -1.408076e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 86714 members 
Entering Unmasked Estep 
Score: -14080979.000000 Penalty: 5793.098633
	Iteration 50Q: 3 clusters Score -1.408098e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 87722 members 
Entering Unmasked Estep 
Score: -14081088.000000 Penalty: 5793.098633
	Iteration 51Q: 3 clusters Score -1.408109e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 88675 members 
Entering Unmasked Estep 
Score: -14081133.000000 Penalty: 5793.098633
	Iteration 52Q: 3 clusters Score -1.408113e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 89554 members 
Entering Unmasked Estep 
Score: -14081333.000000 Penalty: 5793.098633
	Iteration 53Q: 3 clusters Score -1.408133e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 90472 members 
Entering Unmasked Estep 
Score: -14081494.000000 Penalty: 5793.098633
	Iteration 54Q: 3 clusters Score -1.408149e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 91411 members 
Entering Unmasked Estep 
Score: -14081646.000000 Penalty: 5793.098633
	Iteration 55Q: 3 clusters Score -1.408165e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 92378 members 
Entering Unmasked Estep 
Score: -14081774.000000 Penalty: 5793.098633
	Iteration 56Q: 3 clusters Score -1.408177e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 93389 members 
Entering Unmasked Estep 
Score: -14082045.000000 Penalty: 5793.098633
	Iteration 57Q: 3 clusters Score -1.408204e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 94300 members 
Entering Unmasked Estep 
Score: -14082201.000000 Penalty: 5793.098633
	Iteration 58Q: 3 clusters Score -1.40822e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 95187 members 
Entering Unmasked Estep 
Score: -14082405.000000 Penalty: 5793.098633
	Iteration 59Q: 3 clusters Score -1.40824e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 96059 members 
Entering Unmasked Estep 
Score: -14082546.000000 Penalty: 5793.098633
	Iteration 60F: 3 clusters Score -1.408255e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 96933 members 
Entering Unmasked Estep 
Score: -14082778.000000 Penalty: 5793.098633
	Iteration 61Q: 3 clusters Score -1.408278e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 97809 members 
Entering Unmasked Estep 
Score: -14082943.000000 Penalty: 5793.098633
	Iteration 62Q: 3 clusters Score -1.408294e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 98691 members 
Entering Unmasked Estep 
Score: -14083163.000000 Penalty: 5793.098633
	Iteration 63Q: 3 clusters Score -1.408316e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 99613 members 
Entering Unmasked Estep 
Score: -14083426.000000 Penalty: 5793.098633
	Iteration 64Q: 3 clusters Score -1.408343e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 100551 members 
Entering Unmasked Estep 
Score: -14083554.000000 Penalty: 5793.098633
	Iteration 65Q: 3 clusters Score -1.408355e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 101442 members 
Entering Unmasked Estep 
Score: -14083670.000000 Penalty: 5793.098633
	Iteration 66Q: 3 clusters Score -1.408367e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 102332 members 
Entering Unmasked Estep 
Score: -14083874.000000 Penalty: 5793.098633
	Iteration 67Q: 3 clusters Score -1.408387e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 103179 members 
Entering Unmasked Estep 
Score: -14083952.000000 Penalty: 5793.098633
	Iteration 68Q: 3 clusters Score -1.408395e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 103966 members 
Entering Unmasked Estep 
Score: -14084135.000000 Penalty: 5793.098633
	Iteration 69Q: 3 clusters Score -1.408414e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 104739 members 
Entering Unmasked Estep 
Score: -14084251.000000 Penalty: 5793.098633
	Iteration 70Q: 3 clusters Score -1.408425e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 105449 members 
Entering Unmasked Estep 
Score: -14084387.000000 Penalty: 5793.098633
	Iteration 71Q: 3 clusters Score -1.408439e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 106157 members 
Entering Unmasked Estep 
Score: -14084486.000000 Penalty: 5793.098633
	Iteration 72Q: 3 clusters Score -1.408449e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 106820 members 
Entering Unmasked Estep 
Score: -14084607.000000 Penalty: 5793.098633
	Iteration 73Q: 3 clusters Score -1.408461e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 107461 members 
Entering Unmasked Estep 
Score: -14084767.000000 Penalty: 5793.098633
	Iteration 74Q: 3 clusters Score -1.408477e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 108069 members 
Entering Unmasked Estep 
Score: -14084809.000000 Penalty: 5793.098633
	Iteration 75Q: 3 clusters Score -1.408481e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 108649 members 
Entering Unmasked Estep 
Score: -14084869.000000 Penalty: 5793.098633
	Iteration 76Q: 3 clusters Score -1.408487e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 109191 members 
Entering Unmasked Estep 
Score: -14085025.000000 Penalty: 5793.098633
	Iteration 77Q: 3 clusters Score -1.408502e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 109704 members 
Entering Unmasked Estep 
Score: -14085106.000000 Penalty: 5793.098633
	Iteration 78Q: 3 clusters Score -1.408511e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 110173 members 
Entering Unmasked Estep 
Score: -14085220.000000 Penalty: 5793.098633
	Iteration 79Q: 3 clusters Score -1.408522e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 110603 members 
Entering Unmasked Estep 
Score: -14085277.000000 Penalty: 5793.098633
	Iteration 80F: 3 clusters Score -1.408528e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 111004 members 
Entering Unmasked Estep 
Score: -14085304.000000 Penalty: 5793.098633
	Iteration 81Q: 3 clusters Score -1.40853e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 111371 members 
Entering Unmasked Estep 
Score: -14085385.000000 Penalty: 5793.098633
	Iteration 82Q: 3 clusters Score -1.408538e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 111736 members 
Entering Unmasked Estep 
Score: -14085417.000000 Penalty: 5793.098633
	Iteration 83Q: 3 clusters Score -1.408542e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 112064 members 
Entering Unmasked Estep 
Score: -14085485.000000 Penalty: 5793.098633
	Iteration 84Q: 3 clusters Score -1.408548e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 112369 members 
Entering Unmasked Estep 
Score: -14085507.000000 Penalty: 5793.098633
	Iteration 85Q: 3 clusters Score -1.408551e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 112669 members 
Entering Unmasked Estep 
Score: -14085563.000000 Penalty: 5793.098633
	Iteration 86Q: 3 clusters Score -1.408556e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 112927 members 
Entering Unmasked Estep 
Score: -14085601.000000 Penalty: 5793.098633
	Iteration 87Q: 3 clusters Score -1.40856e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 113142 members 
Entering Unmasked Estep 
Score: -14085624.000000 Penalty: 5793.098633
	Iteration 88Q: 3 clusters Score -1.408562e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 113319 members 
Entering Unmasked Estep 
Score: -14085616.000000 Penalty: 5793.098633
	Iteration 89Q: 3 clusters Score -1.408562e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 113487 members 
Entering Unmasked Estep 
Score: -14085682.000000 Penalty: 5793.098633
	Iteration 90Q: 3 clusters Score -1.408568e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 113630 members 
Entering Unmasked Estep 
Score: -14085652.000000 Penalty: 5793.098633
	Iteration 91Q: 3 clusters Score -1.408565e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 113779 members 
Entering Unmasked Estep 
Score: -14085687.000000 Penalty: 5793.098633
	Iteration 92Q: 3 clusters Score -1.408569e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 113925 members 
Entering Unmasked Estep 
Score: -14085750.000000 Penalty: 5793.098633
	Iteration 93Q: 3 clusters Score -1.408575e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 114068 members 
Entering Unmasked Estep 
Score: -14085798.000000 Penalty: 5793.098633
	Iteration 94Q: 3 clusters Score -1.40858e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 114189 members 
Entering Unmasked Estep 
Score: -14085806.000000 Penalty: 5793.098633
	Iteration 95Q: 3 clusters Score -1.408581e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 114305 members 
Entering Unmasked Estep 
Score: -14085796.000000 Penalty: 5793.098633
	Iteration 96Q: 3 clusters Score -1.40858e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 114421 members 
Entering Unmasked Estep 
Score: -14085826.000000 Penalty: 5793.098633
	Iteration 97Q: 3 clusters Score -1.408583e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 114518 members 
Entering Unmasked Estep 
Score: -14085854.000000 Penalty: 5793.098633
	Iteration 98Q: 3 clusters Score -1.408585e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 114608 members 
Entering Unmasked Estep 
Score: -14085845.000000 Penalty: 5793.098633
	Iteration 99Q: 3 clusters Score -1.408584e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 114699 members 
Entering Unmasked Estep 
Score: -14085862.000000 Penalty: 5793.098633
	Iteration 100F: 3 clusters Score -1.408586e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 114788 members 
Entering Unmasked Estep 
Score: -14085868.000000 Penalty: 5793.098633
	Iteration 101Q: 3 clusters Score -1.408587e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 114879 members 
Entering Unmasked Estep 
Score: -14085856.000000 Penalty: 5793.098633
	Iteration 102Q: 3 clusters Score -1.408586e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 114949 members 
Entering Unmasked Estep 
Score: -14085884.000000 Penalty: 5793.098633
	Iteration 103Q: 3 clusters Score -1.408588e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 115002 members 
Entering Unmasked Estep 
Score: -14085894.000000 Penalty: 5793.098633
	Iteration 104Q: 3 clusters Score -1.408589e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 115056 members 
Entering Unmasked Estep 
Score: -14085924.000000 Penalty: 5793.098633
	Iteration 105Q: 3 clusters Score -1.408592e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 115106 members 
Entering Unmasked Estep 
Score: -14085924.000000 Penalty: 5793.098633
	Iteration 106Q: 3 clusters Score -1.408592e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 115148 members 
Entering Unmasked Estep 
Score: -14085934.000000 Penalty: 5793.098633
	Iteration 107Q: 3 clusters Score -1.408593e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 115183 members 
Entering Unmasked Estep 
Score: -14085919.000000 Penalty: 5793.098633
	Iteration 108Q: 3 clusters Score -1.408592e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 115215 members 
Entering Unmasked Estep 
Score: -14085931.000000 Penalty: 5793.098633
	Iteration 109Q: 3 clusters Score -1.408593e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 115238 members 
Entering Unmasked Estep 
Score: -14085929.000000 Penalty: 5793.098633
	Iteration 110Q: 3 clusters Score -1.408593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 115255 members 
Entering Unmasked Estep 
Score: -14085929.000000 Penalty: 5793.098633
	Iteration 111Q: 3 clusters Score -1.408593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 115271 members 
Entering Unmasked Estep 
Score: -14085953.000000 Penalty: 5793.098633
	Iteration 112Q: 3 clusters Score -1.408595e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 115285 members 
Entering Unmasked Estep 
Score: -14085946.000000 Penalty: 5793.098633
	Iteration 113Q: 3 clusters Score -1.408595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 115298 members 
Entering Unmasked Estep 
Score: -14085927.000000 Penalty: 5793.098633
	Iteration 114Q: 3 clusters Score -1.408593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 115307 members 
Entering Unmasked Estep 
Score: -14085929.000000 Penalty: 5793.098633
	Iteration 115Q: 3 clusters Score -1.408593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 115319 members 
Entering Unmasked Estep 
Score: -14085936.000000 Penalty: 5793.098633
	Iteration 116Q: 3 clusters Score -1.408594e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 115335 members 
Entering Unmasked Estep 
Score: -14085936.000000 Penalty: 5793.098633
	Iteration 117Q: 3 clusters Score -1.408594e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 115347 members 
Entering Unmasked Estep 
Score: -14085939.000000 Penalty: 5793.098633
	Iteration 118Q: 3 clusters Score -1.408594e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 115360 members 
Entering Unmasked Estep 
Score: -14085942.000000 Penalty: 5793.098633
	Iteration 119Q: 3 clusters Score -1.408594e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 115374 members 
Entering Unmasked Estep 
Score: -14085952.000000 Penalty: 5793.098633
	Iteration 120F: 3 clusters Score -1.408595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 115385 members 
Entering Unmasked Estep 
Score: -14085951.000000 Penalty: 5793.098633
	Iteration 121Q: 3 clusters Score -1.408595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 115398 members 
Entering Unmasked Estep 
Score: -14085950.000000 Penalty: 5793.098633
	Iteration 122Q: 3 clusters Score -1.408595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 115413 members 
Entering Unmasked Estep 
Score: -14085977.000000 Penalty: 5793.098633
	Iteration 123Q: 3 clusters Score -1.408598e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 115431 members 
Entering Unmasked Estep 
Score: -14085964.000000 Penalty: 5793.098633
	Iteration 124Q: 3 clusters Score -1.408596e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 115449 members 
Entering Unmasked Estep 
Score: -14085942.000000 Penalty: 5793.098633
	Iteration 125Q: 3 clusters Score -1.408594e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 115470 members 
Entering Unmasked Estep 
Score: -14085943.000000 Penalty: 5793.098633
	Iteration 126Q: 3 clusters Score -1.408594e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 115486 members 
Entering Unmasked Estep 
Score: -14085962.000000 Penalty: 5793.098633
	Iteration 127Q: 3 clusters Score -1.408596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 115502 members 
Entering Unmasked Estep 
Score: -14085970.000000 Penalty: 5793.098633
	Iteration 128Q: 3 clusters Score -1.408597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 115517 members 
Entering Unmasked Estep 
Score: -14085958.000000 Penalty: 5793.098633
	Iteration 129Q: 3 clusters Score -1.408596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 115526 members 
Entering Unmasked Estep 
Score: -14085980.000000 Penalty: 5793.098633
	Iteration 130Q: 3 clusters Score -1.408598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 115534 members 
Entering Unmasked Estep 
Score: -14085987.000000 Penalty: 5793.098633
	Iteration 131Q: 3 clusters Score -1.408599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 115537 members 
Entering Unmasked Estep 
Score: -14085984.000000 Penalty: 5793.098633
	Iteration 132Q: 3 clusters Score -1.408598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 115541 members 
Entering Unmasked Estep 
Score: -14085980.000000 Penalty: 5793.098633
	Iteration 133Q: 3 clusters Score -1.408598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 115544 members 
Entering Unmasked Estep 
Score: -14085981.000000 Penalty: 5793.098633
	Iteration 134Q: 3 clusters Score -1.408598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 115545 members 
Entering Unmasked Estep 
Score: -14085983.000000 Penalty: 5793.098633
	Iteration 135Q: 3 clusters Score -1.408598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 115545 members 
Entering Unmasked Estep 
Score: -14085983.000000 Penalty: 5793.098633
	Iteration 136F: 3 clusters Score -1.408598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Entering Unmasked Estep 
Score: -1830773.625000 Penalty: 2388.948975
	Iteration 0F: 2 clusters Score -1830774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1819686.625000 Penalty: 4777.897949
	Iteration 0F: 3 clusters Score -1819687 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1823261.000000 Penalty: 4777.897949
	Iteration 1F: 3 clusters Score -1823261 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1823681.000000 Penalty: 4777.897949
	Iteration 2F: 3 clusters Score -1823681 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1824044.000000 Penalty: 4777.897949
	Iteration 3F: 3 clusters Score -1824044 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1824356.000000 Penalty: 4777.897949
	Iteration 4Q: 3 clusters Score -1824356 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1824663.500000 Penalty: 4777.897949
	Iteration 5Q: 3 clusters Score -1824664 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1824974.250000 Penalty: 4777.897949
	Iteration 6Q: 3 clusters Score -1824974 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1825308.500000 Penalty: 4777.897949
	Iteration 7Q: 3 clusters Score -1825308 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1825612.750000 Penalty: 4777.897949
	Iteration 8Q: 3 clusters Score -1825613 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1825951.000000 Penalty: 4777.897949
	Iteration 9Q: 3 clusters Score -1825951 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1826358.750000 Penalty: 4777.897949
	Iteration 10Q: 3 clusters Score -1826359 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1826842.250000 Penalty: 4777.897949
	Iteration 11Q: 3 clusters Score -1826842 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1827358.000000 Penalty: 4777.897949
	Iteration 12Q: 3 clusters Score -1827358 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1827793.250000 Penalty: 4777.897949
	Iteration 13Q: 3 clusters Score -1827793 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1828090.375000 Penalty: 4777.897949
	Iteration 14Q: 3 clusters Score -1828090 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1828298.750000 Penalty: 4777.897949
	Iteration 15Q: 3 clusters Score -1828299 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1828484.000000 Penalty: 4777.897949
	Iteration 16Q: 3 clusters Score -1828484 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1828623.500000 Penalty: 4777.897949
	Iteration 17Q: 3 clusters Score -1828624 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1828706.375000 Penalty: 4777.897949
	Iteration 18Q: 3 clusters Score -1828706 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1828760.125000 Penalty: 4777.897949
	Iteration 19Q: 3 clusters Score -1828760 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1828795.625000 Penalty: 4777.897949
	Iteration 20F: 3 clusters Score -1828796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -1828819.125000 Penalty: 4777.897949
	Iteration 21Q: 3 clusters Score -1828819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -1828834.750000 Penalty: 4777.897949
	Iteration 22Q: 3 clusters Score -1828835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1828848.875000 Penalty: 4777.897949
	Iteration 23Q: 3 clusters Score -1828849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1828857.250000 Penalty: 4777.897949
	Iteration 24Q: 3 clusters Score -1828857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1828865.625000 Penalty: 4777.897949
	Iteration 25Q: 3 clusters Score -1828866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1828873.750000 Penalty: 4777.897949
	Iteration 26Q: 3 clusters Score -1828874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1828878.750000 Penalty: 4777.897949
	Iteration 27Q: 3 clusters Score -1828879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1828882.750000 Penalty: 4777.897949
	Iteration 28Q: 3 clusters Score -1828883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1828885.625000 Penalty: 4777.897949
	Iteration 29Q: 3 clusters Score -1828886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -1828884.625000 Penalty: 4777.897949
	Iteration 30Q: 3 clusters Score -1828885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1828887.625000 Penalty: 4777.897949
	Iteration 31Q: 3 clusters Score -1828888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -1828894.875000 Penalty: 4777.897949
	Iteration 32Q: 3 clusters Score -1828895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1828898.750000 Penalty: 4777.897949
	Iteration 33Q: 3 clusters Score -1828899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1828906.250000 Penalty: 4777.897949
	Iteration 34Q: 3 clusters Score -1828906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1828908.875000 Penalty: 4777.897949
	Iteration 35Q: 3 clusters Score -1828909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -1828909.375000 Penalty: 4777.897949
	Iteration 36Q: 3 clusters Score -1828909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1828909.875000 Penalty: 4777.897949
	Iteration 37Q: 3 clusters Score -1828910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1828909.625000 Penalty: 4777.897949
	Iteration 38Q: 3 clusters Score -1828910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1828909.625000 Penalty: 4777.897949
	Iteration 39F: 3 clusters Score -1828910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -120215.726562 Penalty: 1739.004639
	Iteration 0F: 2 clusters Score -120215.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -118193.820312 Penalty: 3478.009277
	Iteration 0F: 3 clusters Score -118193.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -118592.046875 Penalty: 3478.009277
	Iteration 1F: 3 clusters Score -118592 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -118783.468750 Penalty: 3478.009277
	Iteration 2F: 3 clusters Score -118783.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -118921.914062 Penalty: 3478.009277
	Iteration 3F: 3 clusters Score -118921.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -119010.546875 Penalty: 3478.009277
	Iteration 4Q: 3 clusters Score -119010.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -119112.335938 Penalty: 3478.009277
	Iteration 5Q: 3 clusters Score -119112.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -119203.406250 Penalty: 3478.009277
	Iteration 6Q: 3 clusters Score -119203.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -119305.968750 Penalty: 3478.009277
	Iteration 7Q: 3 clusters Score -119306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -119389.140625 Penalty: 3478.009277
	Iteration 8Q: 3 clusters Score -119389.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -119459.851562 Penalty: 3478.009277
	Iteration 9Q: 3 clusters Score -119459.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -119513.234375 Penalty: 3478.009277
	Iteration 10Q: 3 clusters Score -119513.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -119560.515625 Penalty: 3478.009277
	Iteration 11Q: 3 clusters Score -119560.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -119613.601562 Penalty: 3478.009277
	Iteration 12Q: 3 clusters Score -119613.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -119675.007812 Penalty: 3478.009277
	Iteration 13Q: 3 clusters Score -119675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -119711.171875 Penalty: 3478.009277
	Iteration 14Q: 3 clusters Score -119711.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -119726.390625 Penalty: 3478.009277
	Iteration 15Q: 3 clusters Score -119726.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -119735.507812 Penalty: 3478.009277
	Iteration 16Q: 3 clusters Score -119735.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -119740.257812 Penalty: 3478.009277
	Iteration 17Q: 3 clusters Score -119740.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -119741.593750 Penalty: 3478.009277
	Iteration 18Q: 3 clusters Score -119741.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -119742.375000 Penalty: 3478.009277
	Iteration 19Q: 3 clusters Score -119742.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -119742.375000 Penalty: 3478.009277
	Iteration 20F: 3 clusters Score -119742.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2257 members 
Mstep: Class 3 contains 32382 members 
Mstep: Class 4 contains 17298 members 
Mstep: Class 5 contains 30450 members 
Mstep: Class 6 contains 25546 members 
Mstep: Class 7 contains 1692 members 
Mstep: Class 8 contains 106623 members 
Mstep: Class 9 contains 5679 members 
Mstep: Class 10 contains 4856 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5245 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 6083 members 
Mstep: Class 15 contains 42625 members 
Mstep: Class 16 contains 33583 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10801 members 
Mstep: Class 19 contains 216269 members 
Mstep: Class 20 contains 118141 members 
Mstep: Class 21 contains 15258 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052248.000000 Penalty: 73299.523438
Iteration 319Q: 23 clusters Score -8.005225e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 32317 members 
Mstep: Class 4 contains 17240 members 
Mstep: Class 5 contains 30416 members 
Mstep: Class 6 contains 25475 members 
Mstep: Class 7 contains 1692 members 
Mstep: Class 8 contains 106223 members 
Mstep: Class 9 contains 5678 members 
Mstep: Class 10 contains 4843 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5250 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 6071 members 
Mstep: Class 15 contains 42622 members 
Mstep: Class 16 contains 33592 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10785 members 
Mstep: Class 19 contains 215991 members 
Mstep: Class 20 contains 119099 members 
Mstep: Class 21 contains 15256 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052552.000000 Penalty: 73299.523438
Iteration 320F: 23 clusters Score -8.005255e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 32238 members 
Mstep: Class 4 contains 17192 members 
Mstep: Class 5 contains 30412 members 
Mstep: Class 6 contains 25418 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 105833 members 
Mstep: Class 9 contains 5676 members 
Mstep: Class 10 contains 4825 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5254 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 6065 members 
Mstep: Class 15 contains 42632 members 
Mstep: Class 16 contains 33592 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 10770 members 
Mstep: Class 19 contains 215675 members 
Mstep: Class 20 contains 120044 members 
Mstep: Class 21 contains 15252 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052640.000000 Penalty: 73299.523438
Iteration 321Q: 23 clusters Score -8.005264e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2255 members 
Mstep: Class 3 contains 32161 members 
Mstep: Class 4 contains 17140 members 
Mstep: Class 5 contains 30404 members 
Mstep: Class 6 contains 25340 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 105418 members 
Mstep: Class 9 contains 5676 members 
Mstep: Class 10 contains 4810 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5255 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 6053 members 
Mstep: Class 15 contains 42641 members 
Mstep: Class 16 contains 33598 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 10753 members 
Mstep: Class 19 contains 215314 members 
Mstep: Class 20 contains 121084 members 
Mstep: Class 21 contains 15246 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052912.000000 Penalty: 73299.523438
Iteration 322Q: 23 clusters Score -8.005291e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2255 members 
Mstep: Class 3 contains 32087 members 
Mstep: Class 4 contains 17098 members 
Mstep: Class 5 contains 30378 members 
Mstep: Class 6 contains 25263 members 
Mstep: Class 7 contains 1692 members 
Mstep: Class 8 contains 104995 members 
Mstep: Class 9 contains 5677 members 
Mstep: Class 10 contains 4798 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5248 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 6034 members 
Mstep: Class 15 contains 42646 members 
Mstep: Class 16 contains 33603 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 10734 members 
Mstep: Class 19 contains 215050 members 
Mstep: Class 20 contains 122047 members 
Mstep: Class 21 contains 15243 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80053136.000000 Penalty: 73299.523438
Iteration 323Q: 23 clusters Score -8.005314e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2255 members 
Mstep: Class 3 contains 32019 members 
Mstep: Class 4 contains 17057 members 
Mstep: Class 5 contains 30345 members 
Mstep: Class 6 contains 25167 members 
Mstep: Class 7 contains 1693 members 
Mstep: Class 8 contains 104600 members 
Mstep: Class 9 contains 5676 members 
Mstep: Class 10 contains 4791 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5247 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 6016 members 
Mstep: Class 15 contains 42652 members 
Mstep: Class 16 contains 33602 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 10703 members 
Mstep: Class 19 contains 214728 members 
Mstep: Class 20 contains 123068 members 
Mstep: Class 21 contains 15241 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80053520.000000 Penalty: 73299.523438
Iteration 324Q: 23 clusters Score -8.005352e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2253 members 
Mstep: Class 3 contains 31944 members 
Mstep: Class 4 contains 17020 members 
Mstep: Class 5 contains 30311 members 
Mstep: Class 6 contains 25071 members 
Mstep: Class 7 contains 1694 members 
Mstep: Class 8 contains 104224 members 
Mstep: Class 9 contains 5676 members 
Mstep: Class 10 contains 4783 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5250 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 6003 members 
Mstep: Class 15 contains 42658 members 
Mstep: Class 16 contains 33599 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 10691 members 
Mstep: Class 19 contains 214430 members 
Mstep: Class 20 contains 124027 members 
Mstep: Class 21 contains 15237 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80053624.000000 Penalty: 73299.523438
Iteration 325Q: 23 clusters Score -8.005362e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2253 members 
Mstep: Class 3 contains 31868 members 
Mstep: Class 4 contains 16987 members 
Mstep: Class 5 contains 30296 members 
Mstep: Class 6 contains 24961 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 103831 members 
Mstep: Class 9 contains 5678 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5254 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5994 members 
Mstep: Class 15 contains 42656 members 
Mstep: Class 16 contains 33597 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 10671 members 
Mstep: Class 19 contains 214156 members 
Mstep: Class 20 contains 124973 members 
Mstep: Class 21 contains 15234 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80053688.000000 Penalty: 73299.523438
Iteration 326Q: 23 clusters Score -8.005369e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 31767 members 
Mstep: Class 4 contains 16958 members 
Mstep: Class 5 contains 30294 members 
Mstep: Class 6 contains 24865 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 103451 members 
Mstep: Class 9 contains 5676 members 
Mstep: Class 10 contains 4772 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5260 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5979 members 
Mstep: Class 15 contains 42666 members 
Mstep: Class 16 contains 33598 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 10665 members 
Mstep: Class 19 contains 213791 members 
Mstep: Class 20 contains 125966 members 
Mstep: Class 21 contains 15231 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054032.000000 Penalty: 73299.523438
Iteration 327Q: 23 clusters Score -8.005403e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2254 members 
Mstep: Class 3 contains 31684 members 
Mstep: Class 4 contains 16916 members 
Mstep: Class 5 contains 30288 members 
Mstep: Class 6 contains 24783 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 103074 members 
Mstep: Class 9 contains 5676 members 
Mstep: Class 10 contains 4762 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5265 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5953 members 
Mstep: Class 15 contains 42687 members 
Mstep: Class 16 contains 33596 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 10654 members 
Mstep: Class 19 contains 213446 members 
Mstep: Class 20 contains 126939 members 
Mstep: Class 21 contains 15229 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054328.000000 Penalty: 73299.523438
Iteration 328Q: 23 clusters Score -8.005433e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2255 members 
Mstep: Class 3 contains 31603 members 
Mstep: Class 4 contains 16880 members 
Mstep: Class 5 contains 30268 members 
Mstep: Class 6 contains 24685 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 102712 members 
Mstep: Class 9 contains 5677 members 
Mstep: Class 10 contains 4753 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5269 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5922 members 
Mstep: Class 15 contains 42694 members 
Mstep: Class 16 contains 33587 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 10638 members 
Mstep: Class 19 contains 213166 members 
Mstep: Class 20 contains 127871 members 
Mstep: Class 21 contains 15229 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054296.000000 Penalty: 73299.523438
Iteration 329Q: 23 clusters Score -8.00543e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2255 members 
Mstep: Class 3 contains 31530 members 
Mstep: Class 4 contains 16844 members 
Mstep: Class 5 contains 30245 members 
Mstep: Class 6 contains 24569 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 102333 members 
Mstep: Class 9 contains 5676 members 
Mstep: Class 10 contains 4739 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5273 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5903 members 
Mstep: Class 15 contains 42698 members 
Mstep: Class 16 contains 33579 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 10631 members 
Mstep: Class 19 contains 212886 members 
Mstep: Class 20 contains 128826 members 
Mstep: Class 21 contains 15228 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054296.000000 Penalty: 73299.523438
Iteration 330Q: 23 clusters Score -8.00543e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2254 members 
Mstep: Class 3 contains 31459 members 
Mstep: Class 4 contains 16801 members 
Mstep: Class 5 contains 30218 members 
Mstep: Class 6 contains 24443 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 101966 members 
Mstep: Class 9 contains 5676 members 
Mstep: Class 10 contains 4726 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5272 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5882 members 
Mstep: Class 15 contains 42703 members 
Mstep: Class 16 contains 33584 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 10621 members 
Mstep: Class 19 contains 212622 members 
Mstep: Class 20 contains 129764 members 
Mstep: Class 21 contains 15226 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054384.000000 Penalty: 73299.523438
Iteration 331Q: 23 clusters Score -8.005438e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2255 members 
Mstep: Class 3 contains 31381 members 
Mstep: Class 4 contains 16759 members 
Mstep: Class 5 contains 30208 members 
Mstep: Class 6 contains 24300 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 101596 members 
Mstep: Class 9 contains 5676 members 
Mstep: Class 10 contains 4717 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5272 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5859 members 
Mstep: Class 15 contains 42698 members 
Mstep: Class 16 contains 33579 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 10606 members 
Mstep: Class 19 contains 212355 members 
Mstep: Class 20 contains 130738 members 
Mstep: Class 21 contains 15219 members 
Mstep: Class 22 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054528.000000 Penalty: 73299.523438
Iteration 332Q: 23 clusters Score -8.005453e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2253 members 
Mstep: Class 3 contains 31306 members 
Mstep: Class 4 contains 16726 members 
Mstep: Class 5 contains 30190 members 
Mstep: Class 6 contains 24185 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 101202 members 
Mstep: Class 9 contains 5677 members 
Mstep: Class 10 contains 4712 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5272 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 42694 members 
Mstep: Class 16 contains 33567 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 10593 members 
Mstep: Class 19 contains 212116 members 
Mstep: Class 20 contains 131673 members 
Mstep: Class 21 contains 15217 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054936.000000 Penalty: 73299.523438
Iteration 333Q: 23 clusters Score -8.005494e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2254 members 
Mstep: Class 3 contains 31241 members 
Mstep: Class 4 contains 16688 members 
Mstep: Class 5 contains 30178 members 
Mstep: Class 6 contains 24078 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 100778 members 
Mstep: Class 9 contains 5677 members 
Mstep: Class 10 contains 4703 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5269 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5823 members 
Mstep: Class 15 contains 42698 members 
Mstep: Class 16 contains 33557 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 10580 members 
Mstep: Class 19 contains 211991 members 
Mstep: Class 20 contains 132502 members 
Mstep: Class 21 contains 15213 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054632.000000 Penalty: 73299.523438
Iteration 334Q: 23 clusters Score -8.005463e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 31166 members 
Mstep: Class 4 contains 16648 members 
Mstep: Class 5 contains 30160 members 
Mstep: Class 6 contains 23986 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 100380 members 
Mstep: Class 9 contains 5678 members 
Mstep: Class 10 contains 4686 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5272 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5818 members 
Mstep: Class 15 contains 42692 members 
Mstep: Class 16 contains 33555 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 10570 members 
Mstep: Class 19 contains 211790 members 
Mstep: Class 20 contains 133357 members 
Mstep: Class 21 contains 15216 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054760.000000 Penalty: 73299.523438
Iteration 335Q: 23 clusters Score -8.005476e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2258 members 
Mstep: Class 3 contains 31076 members 
Mstep: Class 4 contains 16601 members 
Mstep: Class 5 contains 30146 members 
Mstep: Class 6 contains 23887 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 100043 members 
Mstep: Class 9 contains 5677 members 
Mstep: Class 10 contains 4682 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5268 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5805 members 
Mstep: Class 15 contains 42700 members 
Mstep: Class 16 contains 33541 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 211621 members 
Mstep: Class 20 contains 134162 members 
Mstep: Class 21 contains 15217 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054680.000000 Penalty: 73299.523438
Iteration 336Q: 23 clusters Score -8.005468e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2255 members 
Mstep: Class 3 contains 31010 members 
Mstep: Class 4 contains 16564 members 
Mstep: Class 5 contains 30150 members 
Mstep: Class 6 contains 23797 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 99670 members 
Mstep: Class 9 contains 5678 members 
Mstep: Class 10 contains 4672 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5260 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5789 members 
Mstep: Class 15 contains 42713 members 
Mstep: Class 16 contains 33525 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 10534 members 
Mstep: Class 19 contains 211458 members 
Mstep: Class 20 contains 134940 members 
Mstep: Class 21 contains 15219 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054912.000000 Penalty: 73299.523438
Iteration 337Q: 23 clusters Score -8.005491e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2255 members 
Mstep: Class 3 contains 30939 members 
Mstep: Class 4 contains 16534 members 
Mstep: Class 5 contains 30140 members 
Mstep: Class 6 contains 23703 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 99302 members 
Mstep: Class 9 contains 5676 members 
Mstep: Class 10 contains 4668 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5251 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5768 members 
Mstep: Class 15 contains 42737 members 
Mstep: Class 16 contains 33513 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 10523 members 
Mstep: Class 19 contains 211320 members 
Mstep: Class 20 contains 135691 members 
Mstep: Class 21 contains 15221 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054952.000000 Penalty: 73299.523438
Iteration 338Q: 23 clusters Score -8.005495e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 30865 members 
Mstep: Class 4 contains 16504 members 
Mstep: Class 5 contains 30131 members 
Mstep: Class 6 contains 23620 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 98897 members 
Mstep: Class 9 contains 5676 members 
Mstep: Class 10 contains 4657 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5248 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5752 members 
Mstep: Class 15 contains 42755 members 
Mstep: Class 16 contains 33505 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 10522 members 
Mstep: Class 19 contains 211213 members 
Mstep: Class 20 contains 136421 members 
Mstep: Class 21 contains 15223 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 339Q: 23 clusters Score -8.005521e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2260 members 
Mstep: Class 3 contains 30803 members 
Mstep: Class 4 contains 16474 members 
Mstep: Class 5 contains 30110 members 
Mstep: Class 6 contains 23558 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 98514 members 
Mstep: Class 9 contains 5675 members 
Mstep: Class 10 contains 4651 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5252 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5734 members 
Mstep: Class 15 contains 42768 members 
Mstep: Class 16 contains 33499 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 10502 members 
Mstep: Class 19 contains 211139 members 
Mstep: Class 20 contains 137086 members 
Mstep: Class 21 contains 15222 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
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Score: -80055288.000000 Penalty: 73299.523438
Iteration 340F: 23 clusters Score -8.005529e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 30745 members 
Mstep: Class 4 contains 16443 members 
Mstep: Class 5 contains 30094 members 
Mstep: Class 6 contains 23489 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 98124 members 
Mstep: Class 9 contains 5673 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5253 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5720 members 
Mstep: Class 15 contains 42790 members 
Mstep: Class 16 contains 33489 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10492 members 
Mstep: Class 19 contains 211053 members 
Mstep: Class 20 contains 137768 members 
Mstep: Class 21 contains 15223 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
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Iteration 341Q: 23 clusters Score -8.005529e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 30692 members 
Mstep: Class 4 contains 16402 members 
Mstep: Class 5 contains 30080 members 
Mstep: Class 6 contains 23431 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 97754 members 
Mstep: Class 9 contains 5671 members 
Mstep: Class 10 contains 4628 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5248 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5702 members 
Mstep: Class 15 contains 42810 members 
Mstep: Class 16 contains 33471 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 10488 members 
Mstep: Class 19 contains 210939 members 
Mstep: Class 20 contains 138454 members 
Mstep: Class 21 contains 15225 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
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Iteration 342Q: 23 clusters Score -8.005551e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2263 members 
Mstep: Class 3 contains 30634 members 
Mstep: Class 4 contains 16369 members 
Mstep: Class 5 contains 30054 members 
Mstep: Class 6 contains 23371 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 97348 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 4625 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5241 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5691 members 
Mstep: Class 15 contains 42838 members 
Mstep: Class 16 contains 33458 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 10482 members 
Mstep: Class 19 contains 210842 members 
Mstep: Class 20 contains 139148 members 
Mstep: Class 21 contains 15228 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
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Iteration 343Q: 23 clusters Score -8.005578e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2263 members 
Mstep: Class 3 contains 30574 members 
Mstep: Class 4 contains 16326 members 
Mstep: Class 5 contains 30025 members 
Mstep: Class 6 contains 23305 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 96992 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5237 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5676 members 
Mstep: Class 15 contains 42858 members 
Mstep: Class 16 contains 33444 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10473 members 
Mstep: Class 19 contains 210702 members 
Mstep: Class 20 contains 139879 members 
Mstep: Class 21 contains 15229 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
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Iteration 344Q: 23 clusters Score -8.005561e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2263 members 
Mstep: Class 3 contains 30504 members 
Mstep: Class 4 contains 16272 members 
Mstep: Class 5 contains 30007 members 
Mstep: Class 6 contains 23247 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 96657 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 4594 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5237 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5664 members 
Mstep: Class 15 contains 42877 members 
Mstep: Class 16 contains 33429 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10474 members 
Mstep: Class 19 contains 210520 members 
Mstep: Class 20 contains 140621 members 
Mstep: Class 21 contains 15229 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
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Iteration 345Q: 23 clusters Score -8.005553e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2264 members 
Mstep: Class 3 contains 30448 members 
Mstep: Class 4 contains 16236 members 
Mstep: Class 5 contains 29998 members 
Mstep: Class 6 contains 23157 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 96309 members 
Mstep: Class 9 contains 5674 members 
Mstep: Class 10 contains 4586 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5235 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5647 members 
Mstep: Class 15 contains 42887 members 
Mstep: Class 16 contains 33424 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10466 members 
Mstep: Class 19 contains 210334 members 
Mstep: Class 20 contains 141368 members 
Mstep: Class 21 contains 15231 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
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Iteration 346Q: 23 clusters Score -8.005583e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2264 members 
Mstep: Class 3 contains 30409 members 
Mstep: Class 4 contains 16203 members 
Mstep: Class 5 contains 29987 members 
Mstep: Class 6 contains 23085 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 95966 members 
Mstep: Class 9 contains 5672 members 
Mstep: Class 10 contains 4583 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5233 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5626 members 
Mstep: Class 15 contains 42898 members 
Mstep: Class 16 contains 33429 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 10460 members 
Mstep: Class 19 contains 210192 members 
Mstep: Class 20 contains 142031 members 
Mstep: Class 21 contains 15230 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
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Iteration 347Q: 23 clusters Score -8.005586e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 30360 members 
Mstep: Class 4 contains 16180 members 
Mstep: Class 5 contains 29968 members 
Mstep: Class 6 contains 23017 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 95657 members 
Mstep: Class 9 contains 5671 members 
Mstep: Class 10 contains 4566 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5234 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5602 members 
Mstep: Class 15 contains 42901 members 
Mstep: Class 16 contains 33435 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 10448 members 
Mstep: Class 19 contains 209991 members 
Mstep: Class 20 contains 142744 members 
Mstep: Class 21 contains 15231 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
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Iteration 348Q: 23 clusters Score -8.005572e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 30318 members 
Mstep: Class 4 contains 16146 members 
Mstep: Class 5 contains 29953 members 
Mstep: Class 6 contains 22959 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 95355 members 
Mstep: Class 9 contains 5671 members 
Mstep: Class 10 contains 4563 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5233 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5581 members 
Mstep: Class 15 contains 42910 members 
Mstep: Class 16 contains 33437 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10448 members 
Mstep: Class 19 contains 209807 members 
Mstep: Class 20 contains 143394 members 
Mstep: Class 21 contains 15229 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
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Iteration 349Q: 23 clusters Score -8.005604e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 30282 members 
Mstep: Class 4 contains 16118 members 
Mstep: Class 5 contains 29950 members 
Mstep: Class 6 contains 22911 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 95063 members 
Mstep: Class 9 contains 5671 members 
Mstep: Class 10 contains 4562 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5234 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5564 members 
Mstep: Class 15 contains 42933 members 
Mstep: Class 16 contains 33445 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10434 members 
Mstep: Class 19 contains 209644 members 
Mstep: Class 20 contains 143963 members 
Mstep: Class 21 contains 15231 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
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Score: -80056176.000000 Penalty: 73299.523438
Iteration 350Q: 23 clusters Score -8.005618e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 30260 members 
Mstep: Class 4 contains 16079 members 
Mstep: Class 5 contains 29937 members 
Mstep: Class 6 contains 22877 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 94783 members 
Mstep: Class 9 contains 5671 members 
Mstep: Class 10 contains 4551 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5233 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5543 members 
Mstep: Class 15 contains 42961 members 
Mstep: Class 16 contains 33454 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 10426 members 
Mstep: Class 19 contains 209495 members 
Mstep: Class 20 contains 144498 members 
Mstep: Class 21 contains 15236 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
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Iteration 351Q: 23 clusters Score -8.005639e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2258 members 
Mstep: Class 3 contains 30221 members 
Mstep: Class 4 contains 16052 members 
Mstep: Class 5 contains 29926 members 
Mstep: Class 6 contains 22820 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 94488 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5233 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5530 members 
Mstep: Class 15 contains 42982 members 
Mstep: Class 16 contains 33470 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 10422 members 
Mstep: Class 19 contains 209404 members 
Mstep: Class 20 contains 145014 members 
Mstep: Class 21 contains 15236 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
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Iteration 352Q: 23 clusters Score -8.005655e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2260 members 
Mstep: Class 3 contains 30188 members 
Mstep: Class 4 contains 16019 members 
Mstep: Class 5 contains 29909 members 
Mstep: Class 6 contains 22774 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 94194 members 
Mstep: Class 9 contains 5673 members 
Mstep: Class 10 contains 4529 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5233 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5510 members 
Mstep: Class 15 contains 42988 members 
Mstep: Class 16 contains 33475 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10417 members 
Mstep: Class 19 contains 209328 members 
Mstep: Class 20 contains 145537 members 
Mstep: Class 21 contains 15236 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
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Iteration 353Q: 23 clusters Score -8.005646e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 30161 members 
Mstep: Class 4 contains 15984 members 
Mstep: Class 5 contains 29895 members 
Mstep: Class 6 contains 22733 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 93891 members 
Mstep: Class 9 contains 5672 members 
Mstep: Class 10 contains 4514 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5232 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5496 members 
Mstep: Class 15 contains 43005 members 
Mstep: Class 16 contains 33488 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10407 members 
Mstep: Class 19 contains 209233 members 
Mstep: Class 20 contains 146068 members 
Mstep: Class 21 contains 15234 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
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Iteration 354Q: 23 clusters Score -8.005633e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 30115 members 
Mstep: Class 4 contains 15947 members 
Mstep: Class 5 contains 29894 members 
Mstep: Class 6 contains 22685 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 93607 members 
Mstep: Class 9 contains 5674 members 
Mstep: Class 10 contains 4509 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5232 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5480 members 
Mstep: Class 15 contains 43014 members 
Mstep: Class 16 contains 33492 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 209197 members 
Mstep: Class 20 contains 146535 members 
Mstep: Class 21 contains 15234 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
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Iteration 355Q: 23 clusters Score -8.005625e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 30068 members 
Mstep: Class 4 contains 15911 members 
Mstep: Class 5 contains 29885 members 
Mstep: Class 6 contains 22633 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 93318 members 
Mstep: Class 9 contains 5674 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5226 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5457 members 
Mstep: Class 15 contains 43020 members 
Mstep: Class 16 contains 33490 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 209155 members 
Mstep: Class 20 contains 147043 members 
Mstep: Class 21 contains 15237 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
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Iteration 356Q: 23 clusters Score -8.005636e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 30034 members 
Mstep: Class 4 contains 15882 members 
Mstep: Class 5 contains 29875 members 
Mstep: Class 6 contains 22595 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 93050 members 
Mstep: Class 9 contains 5672 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5226 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5417 members 
Mstep: Class 15 contains 43026 members 
Mstep: Class 16 contains 33495 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 10388 members 
Mstep: Class 19 contains 209127 members 
Mstep: Class 20 contains 147494 members 
Mstep: Class 21 contains 15241 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
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Iteration 357Q: 23 clusters Score -8.005631e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2264 members 
Mstep: Class 3 contains 29974 members 
Mstep: Class 4 contains 15868 members 
Mstep: Class 5 contains 29855 members 
Mstep: Class 6 contains 22554 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 92767 members 
Mstep: Class 9 contains 5674 members 
Mstep: Class 10 contains 4489 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5226 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5386 members 
Mstep: Class 15 contains 43027 members 
Mstep: Class 16 contains 33492 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 10374 members 
Mstep: Class 19 contains 209101 members 
Mstep: Class 20 contains 147989 members 
Mstep: Class 21 contains 15242 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
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Iteration 358Q: 23 clusters Score -8.005619e+07 nChanged 1267
Entering ConstructFrom: 
Score: -80056192.000000 Penalty: 73299.523438
Entering ConstructFrom: 
Trying to split cluster 1 (4743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Entering Unmasked Estep 
Score: -543568.875000 Penalty: 2099.177490
	Iteration 0F: 2 clusters Score -543568.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -539166.687500 Penalty: 4198.354980
	Iteration 0F: 3 clusters Score -539166.7 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -540185.812500 Penalty: 4198.354980
	Iteration 1F: 3 clusters Score -540185.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -540455.687500 Penalty: 4198.354980
	Iteration 2F: 3 clusters Score -540455.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -540654.125000 Penalty: 4198.354980
	Iteration 3F: 3 clusters Score -540654.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -540828.812500 Penalty: 4198.354980
	Iteration 4Q: 3 clusters Score -540828.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -541004.875000 Penalty: 4198.354980
	Iteration 5Q: 3 clusters Score -541004.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -541162.687500 Penalty: 4198.354980
	Iteration 6Q: 3 clusters Score -541162.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -541310.625000 Penalty: 4198.354980
	Iteration 7Q: 3 clusters Score -541310.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -541461.375000 Penalty: 4198.354980
	Iteration 8Q: 3 clusters Score -541461.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -541604.500000 Penalty: 4198.354980
	Iteration 9Q: 3 clusters Score -541604.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -541727.437500 Penalty: 4198.354980
	Iteration 10Q: 3 clusters Score -541727.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -541827.875000 Penalty: 4198.354980
	Iteration 11Q: 3 clusters Score -541827.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -541913.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -541988.437500 Penalty: 4198.354980
	Iteration 13Q: 3 clusters Score -541988.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -542046.250000 Penalty: 4198.354980
	Iteration 14Q: 3 clusters Score -542046.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -542090.375000 Penalty: 4198.354980
	Iteration 15Q: 3 clusters Score -542090.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -542131.062500 Penalty: 4198.354980
	Iteration 16Q: 3 clusters Score -542131.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -542177.625000 Penalty: 4198.354980
	Iteration 17Q: 3 clusters Score -542177.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -542219.500000 Penalty: 4198.354980
	Iteration 18Q: 3 clusters Score -542219.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -542246.187500 Penalty: 4198.354980
	Iteration 19Q: 3 clusters Score -542246.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -542264.625000 Penalty: 4198.354980
	Iteration 20F: 3 clusters Score -542264.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -542284.312500 Penalty: 4198.354980
	Iteration 21Q: 3 clusters Score -542284.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -542305.750000 Penalty: 4198.354980
	Iteration 22Q: 3 clusters Score -542305.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -542319.125000 Penalty: 4198.354980
	Iteration 23Q: 3 clusters Score -542319.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -542331.875000 Penalty: 4198.354980
	Iteration 24Q: 3 clusters Score -542331.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -542339.750000 Penalty: 4198.354980
	Iteration 25Q: 3 clusters Score -542339.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -542346.562500 Penalty: 4198.354980
	Iteration 26Q: 3 clusters Score -542346.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -542351.687500 Penalty: 4198.354980
	Iteration 27Q: 3 clusters Score -542351.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -542356.312500 Penalty: 4198.354980
	Iteration 28Q: 3 clusters Score -542356.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -542362.375000 Penalty: 4198.354980
	Iteration 29Q: 3 clusters Score -542362.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -542368.312500 Penalty: 4198.354980
	Iteration 30Q: 3 clusters Score -542368.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -542373.187500 Penalty: 4198.354980
	Iteration 31Q: 3 clusters Score -542373.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -542378.625000 Penalty: 4198.354980
	Iteration 32Q: 3 clusters Score -542378.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -542379.750000 Penalty: 4198.354980
	Iteration 33Q: 3 clusters Score -542379.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -542380.937500 Penalty: 4198.354980
	Iteration 34Q: 3 clusters Score -542380.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -542381.000000 Penalty: 4198.354980
	Iteration 35Q: 3 clusters Score -542381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -542381.000000 Penalty: 4198.354980
	Iteration 36F: 3 clusters Score -542381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Entering Unmasked Estep 
Score: -256219.671875 Penalty: 1915.443481
	Iteration 0F: 2 clusters Score -256219.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -253476.093750 Penalty: 3830.886963
	Iteration 0F: 3 clusters Score -253476.1 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -254011.531250 Penalty: 3830.886963
	Iteration 1F: 3 clusters Score -254011.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -254182.500000 Penalty: 3830.886963
	Iteration 2F: 3 clusters Score -254182.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -254314.890625 Penalty: 3830.886963
	Iteration 3Q: 3 clusters Score -254314.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -254444.375000 Penalty: 3830.886963
	Iteration 4Q: 3 clusters Score -254444.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -254542.593750 Penalty: 3830.886963
	Iteration 5Q: 3 clusters Score -254542.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -254687.062500 Penalty: 3830.886963
	Iteration 6Q: 3 clusters Score -254687.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -254869.890625 Penalty: 3830.886963
	Iteration 7Q: 3 clusters Score -254869.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -255011.875000 Penalty: 3830.886963
	Iteration 8Q: 3 clusters Score -255011.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -255109.515625 Penalty: 3830.886963
	Iteration 9Q: 3 clusters Score -255109.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -255193.609375 Penalty: 3830.886963
	Iteration 10Q: 3 clusters Score -255193.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -255261.187500 Penalty: 3830.886963
	Iteration 11Q: 3 clusters Score -255261.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -255304.937500 Penalty: 3830.886963
	Iteration 12Q: 3 clusters Score -255304.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -255329.468750 Penalty: 3830.886963
	Iteration 13Q: 3 clusters Score -255329.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -255358.000000 Penalty: 3830.886963
	Iteration 14Q: 3 clusters Score -255358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -255385.578125 Penalty: 3830.886963
	Iteration 15Q: 3 clusters Score -255385.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -255417.484375 Penalty: 3830.886963
	Iteration 16Q: 3 clusters Score -255417.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -255454.453125 Penalty: 3830.886963
	Iteration 17Q: 3 clusters Score -255454.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -255496.640625 Penalty: 3830.886963
	Iteration 18Q: 3 clusters Score -255496.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -255530.468750 Penalty: 3830.886963
	Iteration 19Q: 3 clusters Score -255530.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -255573.843750 Penalty: 3830.886963
	Iteration 20F: 3 clusters Score -255573.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -255623.234375 Penalty: 3830.886963
	Iteration 21Q: 3 clusters Score -255623.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -255679.734375 Penalty: 3830.886963
	Iteration 22Q: 3 clusters Score -255679.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -255715.140625 Penalty: 3830.886963
	Iteration 23Q: 3 clusters Score -255715.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -255733.703125 Penalty: 3830.886963
	Iteration 24Q: 3 clusters Score -255733.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -255740.375000 Penalty: 3830.886963
	Iteration 25Q: 3 clusters Score -255740.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -255744.453125 Penalty: 3830.886963
	Iteration 26Q: 3 clusters Score -255744.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -255746.218750 Penalty: 3830.886963
	Iteration 27Q: 3 clusters Score -255746.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -255747.218750 Penalty: 3830.886963
	Iteration 28Q: 3 clusters Score -255747.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -255747.218750 Penalty: 3830.886963
	Iteration 29F: 3 clusters Score -255747.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Entering Unmasked Estep 
Score: -3635435.500000 Penalty: 2555.941406
	Iteration 0F: 2 clusters Score -3635436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -3614982.000000 Penalty: 5111.882812
	Iteration 0F: 3 clusters Score -3614982 nChanged 13548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -3622446.750000 Penalty: 5111.882812
	Iteration 1F: 3 clusters Score -3622447 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -3623056.250000 Penalty: 5111.882812
	Iteration 2F: 3 clusters Score -3623056 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -3623826.250000 Penalty: 5111.882812
	Iteration 3F: 3 clusters Score -3623826 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -3624813.500000 Penalty: 5111.882812
	Iteration 4F: 3 clusters Score -3624814 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -3626280.750000 Penalty: 5111.882812
	Iteration 5F: 3 clusters Score -3626281 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -3628140.000000 Penalty: 5111.882812
	Iteration 6F: 3 clusters Score -3628140 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -3630065.000000 Penalty: 5111.882812
	Iteration 7F: 3 clusters Score -3630065 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -3631641.250000 Penalty: 5111.882812
	Iteration 8F: 3 clusters Score -3631641 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -3632484.750000 Penalty: 5111.882812
	Iteration 9Q: 3 clusters Score -3632485 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -3632842.750000 Penalty: 5111.882812
	Iteration 10Q: 3 clusters Score -3632843 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -3632975.750000 Penalty: 5111.882812
	Iteration 11Q: 3 clusters Score -3632976 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -3633064.750000 Penalty: 5111.882812
	Iteration 12Q: 3 clusters Score -3633065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -3633104.750000 Penalty: 5111.882812
	Iteration 13Q: 3 clusters Score -3633105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -3633116.250000 Penalty: 5111.882812
	Iteration 14Q: 3 clusters Score -3633116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -3633133.500000 Penalty: 5111.882812
	Iteration 15Q: 3 clusters Score -3633134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -3633140.250000 Penalty: 5111.882812
	Iteration 16Q: 3 clusters Score -3633140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -3633151.250000 Penalty: 5111.882812
	Iteration 17Q: 3 clusters Score -3633151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -3633157.000000 Penalty: 5111.882812
	Iteration 18Q: 3 clusters Score -3633157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -3633161.000000 Penalty: 5111.882812
	Iteration 19Q: 3 clusters Score -3633161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -3633163.000000 Penalty: 5111.882812
	Iteration 20F: 3 clusters Score -3633163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -3633161.500000 Penalty: 5111.882812
	Iteration 21Q: 3 clusters Score -3633162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -3633165.250000 Penalty: 5111.882812
	Iteration 22Q: 3 clusters Score -3633165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -3633165.250000 Penalty: 5111.882812
	Iteration 23F: 3 clusters Score -3633165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Entering Unmasked Estep 
Score: -1921072.000000 Penalty: 2398.295654
	Iteration 0F: 2 clusters Score -1921072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1909668.875000 Penalty: 4796.591309
	Iteration 0F: 3 clusters Score -1909669 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1913254.500000 Penalty: 4796.591309
	Iteration 1F: 3 clusters Score -1913254 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1913556.625000 Penalty: 4796.591309
	Iteration 2F: 3 clusters Score -1913557 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1913807.750000 Penalty: 4796.591309
	Iteration 3Q: 3 clusters Score -1913808 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1914035.000000 Penalty: 4796.591309
	Iteration 4Q: 3 clusters Score -1914035 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1914239.500000 Penalty: 4796.591309
	Iteration 5Q: 3 clusters Score -1914240 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1914468.000000 Penalty: 4796.591309
	Iteration 6Q: 3 clusters Score -1914468 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1914746.125000 Penalty: 4796.591309
	Iteration 7Q: 3 clusters Score -1914746 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1915061.625000 Penalty: 4796.591309
	Iteration 8Q: 3 clusters Score -1915062 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1915469.375000 Penalty: 4796.591309
	Iteration 9Q: 3 clusters Score -1915469 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1915916.250000 Penalty: 4796.591309
	Iteration 10Q: 3 clusters Score -1915916 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1916394.625000 Penalty: 4796.591309
	Iteration 11Q: 3 clusters Score -1916395 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1916881.500000 Penalty: 4796.591309
	Iteration 12Q: 3 clusters Score -1916882 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1917258.250000 Penalty: 4796.591309
	Iteration 13Q: 3 clusters Score -1917258 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1917519.500000 Penalty: 4796.591309
	Iteration 14Q: 3 clusters Score -1917520 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1917718.250000 Penalty: 4796.591309
	Iteration 15Q: 3 clusters Score -1917718 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1917842.500000 Penalty: 4796.591309
	Iteration 16Q: 3 clusters Score -1917842 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1917948.125000 Penalty: 4796.591309
	Iteration 17Q: 3 clusters Score -1917948 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1918034.375000 Penalty: 4796.591309
	Iteration 18Q: 3 clusters Score -1918034 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1918109.250000 Penalty: 4796.591309
	Iteration 19Q: 3 clusters Score -1918109 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1918168.625000 Penalty: 4796.591309
	Iteration 20F: 3 clusters Score -1918169 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1918216.125000 Penalty: 4796.591309
	Iteration 21Q: 3 clusters Score -1918216 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1918261.250000 Penalty: 4796.591309
	Iteration 22Q: 3 clusters Score -1918261 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1918313.000000 Penalty: 4796.591309
	Iteration 23Q: 3 clusters Score -1918313 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1918359.500000 Penalty: 4796.591309
	Iteration 24Q: 3 clusters Score -1918360 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1918381.625000 Penalty: 4796.591309
	Iteration 25Q: 3 clusters Score -1918382 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1918409.750000 Penalty: 4796.591309
	Iteration 26Q: 3 clusters Score -1918410 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1918423.750000 Penalty: 4796.591309
	Iteration 27Q: 3 clusters Score -1918424 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1918436.625000 Penalty: 4796.591309
	Iteration 28Q: 3 clusters Score -1918437 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1918447.875000 Penalty: 4796.591309
	Iteration 29Q: 3 clusters Score -1918448 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1918458.875000 Penalty: 4796.591309
	Iteration 30Q: 3 clusters Score -1918459 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1918463.750000 Penalty: 4796.591309
	Iteration 31Q: 3 clusters Score -1918464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1918470.875000 Penalty: 4796.591309
	Iteration 32Q: 3 clusters Score -1918471 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1918490.125000 Penalty: 4796.591309
	Iteration 33Q: 3 clusters Score -1918490 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1918495.875000 Penalty: 4796.591309
	Iteration 34Q: 3 clusters Score -1918496 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1918508.500000 Penalty: 4796.591309
	Iteration 35Q: 3 clusters Score -1918508 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1918515.500000 Penalty: 4796.591309
	Iteration 36Q: 3 clusters Score -1918516 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1918516.750000 Penalty: 4796.591309
	Iteration 37Q: 3 clusters Score -1918517 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1918528.875000 Penalty: 4796.591309
	Iteration 38Q: 3 clusters Score -1918529 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1918538.500000 Penalty: 4796.591309
	Iteration 39Q: 3 clusters Score -1918538 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1918547.500000 Penalty: 4796.591309
	Iteration 40F: 3 clusters Score -1918548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1918558.875000 Penalty: 4796.591309
	Iteration 41Q: 3 clusters Score -1918559 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1918566.375000 Penalty: 4796.591309
	Iteration 42Q: 3 clusters Score -1918566 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1918569.625000 Penalty: 4796.591309
	Iteration 43Q: 3 clusters Score -1918570 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1918585.125000 Penalty: 4796.591309
	Iteration 44Q: 3 clusters Score -1918585 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1918596.250000 Penalty: 4796.591309
	Iteration 45Q: 3 clusters Score -1918596 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1918609.250000 Penalty: 4796.591309
	Iteration 46Q: 3 clusters Score -1918609 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1918621.750000 Penalty: 4796.591309
	Iteration 47Q: 3 clusters Score -1918622 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1918636.500000 Penalty: 4796.591309
	Iteration 48Q: 3 clusters Score -1918636 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1918645.500000 Penalty: 4796.591309
	Iteration 49Q: 3 clusters Score -1918646 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1918660.250000 Penalty: 4796.591309
	Iteration 50Q: 3 clusters Score -1918660 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1918673.750000 Penalty: 4796.591309
	Iteration 51Q: 3 clusters Score -1918674 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1918689.875000 Penalty: 4796.591309
	Iteration 52Q: 3 clusters Score -1918690 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1918698.125000 Penalty: 4796.591309
	Iteration 53Q: 3 clusters Score -1918698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1918709.250000 Penalty: 4796.591309
	Iteration 54Q: 3 clusters Score -1918709 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1918716.125000 Penalty: 4796.591309
	Iteration 55Q: 3 clusters Score -1918716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1918727.625000 Penalty: 4796.591309
	Iteration 56Q: 3 clusters Score -1918728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1918736.000000 Penalty: 4796.591309
	Iteration 57Q: 3 clusters Score -1918736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1918743.875000 Penalty: 4796.591309
	Iteration 58Q: 3 clusters Score -1918744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1918755.000000 Penalty: 4796.591309
	Iteration 59Q: 3 clusters Score -1918755 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1918765.375000 Penalty: 4796.591309
	Iteration 60F: 3 clusters Score -1918765 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1918773.750000 Penalty: 4796.591309
	Iteration 61Q: 3 clusters Score -1918774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1918780.250000 Penalty: 4796.591309
	Iteration 62Q: 3 clusters Score -1918780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1918790.125000 Penalty: 4796.591309
	Iteration 63Q: 3 clusters Score -1918790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1918793.750000 Penalty: 4796.591309
	Iteration 64Q: 3 clusters Score -1918794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1918808.250000 Penalty: 4796.591309
	Iteration 65Q: 3 clusters Score -1918808 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1918821.500000 Penalty: 4796.591309
	Iteration 66Q: 3 clusters Score -1918822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1918827.375000 Penalty: 4796.591309
	Iteration 67Q: 3 clusters Score -1918827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1918836.500000 Penalty: 4796.591309
	Iteration 68Q: 3 clusters Score -1918836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1918843.125000 Penalty: 4796.591309
	Iteration 69Q: 3 clusters Score -1918843 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1918847.500000 Penalty: 4796.591309
	Iteration 70Q: 3 clusters Score -1918848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1918856.250000 Penalty: 4796.591309
	Iteration 71Q: 3 clusters Score -1918856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1918864.625000 Penalty: 4796.591309
	Iteration 72Q: 3 clusters Score -1918865 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1918872.250000 Penalty: 4796.591309
	Iteration 73Q: 3 clusters Score -1918872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1918875.500000 Penalty: 4796.591309
	Iteration 74Q: 3 clusters Score -1918876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1918881.250000 Penalty: 4796.591309
	Iteration 75Q: 3 clusters Score -1918881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1918880.875000 Penalty: 4796.591309
	Iteration 76Q: 3 clusters Score -1918881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1918880.750000 Penalty: 4796.591309
	Iteration 77Q: 3 clusters Score -1918881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1918886.500000 Penalty: 4796.591309
	Iteration 78Q: 3 clusters Score -1918886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1918891.375000 Penalty: 4796.591309
	Iteration 79Q: 3 clusters Score -1918891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1918893.750000 Penalty: 4796.591309
	Iteration 80F: 3 clusters Score -1918894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1918892.000000 Penalty: 4796.591309
	Iteration 81Q: 3 clusters Score -1918892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1918895.000000 Penalty: 4796.591309
	Iteration 82Q: 3 clusters Score -1918895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1918897.125000 Penalty: 4796.591309
	Iteration 83Q: 3 clusters Score -1918897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1918899.625000 Penalty: 4796.591309
	Iteration 84Q: 3 clusters Score -1918900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1918900.875000 Penalty: 4796.591309
	Iteration 85Q: 3 clusters Score -1918901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1918899.000000 Penalty: 4796.591309
	Iteration 86Q: 3 clusters Score -1918899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1918899.375000 Penalty: 4796.591309
	Iteration 87Q: 3 clusters Score -1918899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1918900.250000 Penalty: 4796.591309
	Iteration 88Q: 3 clusters Score -1918900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1918901.750000 Penalty: 4796.591309
	Iteration 89Q: 3 clusters Score -1918902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1918901.750000 Penalty: 4796.591309
	Iteration 90F: 3 clusters Score -1918902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Entering Unmasked Estep 
Score: -3606850.500000 Penalty: 2555.152588
	Iteration 0F: 2 clusters Score -3606850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -3586226.750000 Penalty: 5110.305176
	Iteration 0F: 3 clusters Score -3586227 nChanged 13424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -3593545.250000 Penalty: 5110.305176
	Iteration 1F: 3 clusters Score -3593545 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -3594070.250000 Penalty: 5110.305176
	Iteration 2Q: 3 clusters Score -3594070 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -3594621.250000 Penalty: 5110.305176
	Iteration 3Q: 3 clusters Score -3594621 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -3595317.000000 Penalty: 5110.305176
	Iteration 4Q: 3 clusters Score -3595317 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -3596127.000000 Penalty: 5110.305176
	Iteration 5Q: 3 clusters Score -3596127 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -3597050.500000 Penalty: 5110.305176
	Iteration 6F: 3 clusters Score -3597050 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3598150.250000 Penalty: 5110.305176
	Iteration 7F: 3 clusters Score -3598150 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -3599320.750000 Penalty: 5110.305176
	Iteration 8F: 3 clusters Score -3599321 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -3600615.250000 Penalty: 5110.305176
	Iteration 9F: 3 clusters Score -3600615 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -3601882.750000 Penalty: 5110.305176
	Iteration 10F: 3 clusters Score -3601883 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -3603019.750000 Penalty: 5110.305176
	Iteration 11F: 3 clusters Score -3603020 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -3603738.000000 Penalty: 5110.305176
	Iteration 12Q: 3 clusters Score -3603738 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -3604127.500000 Penalty: 5110.305176
	Iteration 13Q: 3 clusters Score -3604128 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -3604319.250000 Penalty: 5110.305176
	Iteration 14Q: 3 clusters Score -3604319 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -3604415.250000 Penalty: 5110.305176
	Iteration 15Q: 3 clusters Score -3604415 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -3604491.500000 Penalty: 5110.305176
	Iteration 16Q: 3 clusters Score -3604492 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -3604547.500000 Penalty: 5110.305176
	Iteration 17Q: 3 clusters Score -3604548 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -3604596.000000 Penalty: 5110.305176
	Iteration 18Q: 3 clusters Score -3604596 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -3604645.000000 Penalty: 5110.305176
	Iteration 19Q: 3 clusters Score -3604645 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -3604703.000000 Penalty: 5110.305176
	Iteration 20F: 3 clusters Score -3604703 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -3604724.750000 Penalty: 5110.305176
	Iteration 21Q: 3 clusters Score -3604725 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -3604756.500000 Penalty: 5110.305176
	Iteration 22Q: 3 clusters Score -3604756 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -3604789.250000 Penalty: 5110.305176
	Iteration 23Q: 3 clusters Score -3604789 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -3604797.000000 Penalty: 5110.305176
	Iteration 24Q: 3 clusters Score -3604797 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -3604824.250000 Penalty: 5110.305176
	Iteration 25Q: 3 clusters Score -3604824 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -3604855.750000 Penalty: 5110.305176
	Iteration 26Q: 3 clusters Score -3604856 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -3604874.250000 Penalty: 5110.305176
	Iteration 27Q: 3 clusters Score -3604874 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -3604886.000000 Penalty: 5110.305176
	Iteration 28Q: 3 clusters Score -3604886 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -3604905.000000 Penalty: 5110.305176
	Iteration 29Q: 3 clusters Score -3604905 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -3604905.250000 Penalty: 5110.305176
	Iteration 30Q: 3 clusters Score -3604905 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -3604937.000000 Penalty: 5110.305176
	Iteration 31Q: 3 clusters Score -3604937 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -3604950.250000 Penalty: 5110.305176
	Iteration 32Q: 3 clusters Score -3604950 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -3604967.000000 Penalty: 5110.305176
	Iteration 33Q: 3 clusters Score -3604967 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -3604987.000000 Penalty: 5110.305176
	Iteration 34Q: 3 clusters Score -3604987 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -3604987.000000 Penalty: 5110.305176
	Iteration 35Q: 3 clusters Score -3604987 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -3604999.250000 Penalty: 5110.305176
	Iteration 36Q: 3 clusters Score -3604999 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -3605010.000000 Penalty: 5110.305176
	Iteration 37Q: 3 clusters Score -3605010 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -3605018.500000 Penalty: 5110.305176
	Iteration 38Q: 3 clusters Score -3605018 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -3605017.250000 Penalty: 5110.305176
	Iteration 39Q: 3 clusters Score -3605017 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -3605039.500000 Penalty: 5110.305176
	Iteration 40F: 3 clusters Score -3605040 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -3605044.250000 Penalty: 5110.305176
	Iteration 41Q: 3 clusters Score -3605044 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -3605045.250000 Penalty: 5110.305176
	Iteration 42Q: 3 clusters Score -3605045 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -3605061.500000 Penalty: 5110.305176
	Iteration 43Q: 3 clusters Score -3605062 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -3605095.750000 Penalty: 5110.305176
	Iteration 44Q: 3 clusters Score -3605096 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -3605097.250000 Penalty: 5110.305176
	Iteration 45Q: 3 clusters Score -3605097 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -3605117.250000 Penalty: 5110.305176
	Iteration 46Q: 3 clusters Score -3605117 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -3605116.000000 Penalty: 5110.305176
	Iteration 47Q: 3 clusters Score -3605116 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -3605130.750000 Penalty: 5110.305176
	Iteration 48Q: 3 clusters Score -3605131 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -3605131.000000 Penalty: 5110.305176
	Iteration 49Q: 3 clusters Score -3605131 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -3605140.750000 Penalty: 5110.305176
	Iteration 50Q: 3 clusters Score -3605141 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -3605158.000000 Penalty: 5110.305176
	Iteration 51Q: 3 clusters Score -3605158 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -3605177.500000 Penalty: 5110.305176
	Iteration 52Q: 3 clusters Score -3605178 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -3605180.750000 Penalty: 5110.305176
	Iteration 53Q: 3 clusters Score -3605181 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -3605203.250000 Penalty: 5110.305176
	Iteration 54Q: 3 clusters Score -3605203 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -3605207.250000 Penalty: 5110.305176
	Iteration 55Q: 3 clusters Score -3605207 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -3605210.000000 Penalty: 5110.305176
	Iteration 56Q: 3 clusters Score -3605210 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -3605223.500000 Penalty: 5110.305176
	Iteration 57Q: 3 clusters Score -3605224 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -3605248.250000 Penalty: 5110.305176
	Iteration 58Q: 3 clusters Score -3605248 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -3605267.500000 Penalty: 5110.305176
	Iteration 59Q: 3 clusters Score -3605268 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -3605290.000000 Penalty: 5110.305176
	Iteration 60F: 3 clusters Score -3605290 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -3605284.000000 Penalty: 5110.305176
	Iteration 61Q: 3 clusters Score -3605284 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -3605295.250000 Penalty: 5110.305176
	Iteration 62Q: 3 clusters Score -3605295 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -3605303.750000 Penalty: 5110.305176
	Iteration 63Q: 3 clusters Score -3605304 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -3605313.000000 Penalty: 5110.305176
	Iteration 64Q: 3 clusters Score -3605313 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -3605327.000000 Penalty: 5110.305176
	Iteration 65Q: 3 clusters Score -3605327 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -3605342.500000 Penalty: 5110.305176
	Iteration 66Q: 3 clusters Score -3605342 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -3605352.250000 Penalty: 5110.305176
	Iteration 67Q: 3 clusters Score -3605352 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -3605372.500000 Penalty: 5110.305176
	Iteration 68Q: 3 clusters Score -3605372 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -3605388.750000 Penalty: 5110.305176
	Iteration 69Q: 3 clusters Score -3605389 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -3605398.500000 Penalty: 5110.305176
	Iteration 70Q: 3 clusters Score -3605398 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -3605406.250000 Penalty: 5110.305176
	Iteration 71Q: 3 clusters Score -3605406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -3605412.500000 Penalty: 5110.305176
	Iteration 72Q: 3 clusters Score -3605412 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -3605406.250000 Penalty: 5110.305176
	Iteration 73Q: 3 clusters Score -3605406 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -3605412.750000 Penalty: 5110.305176
	Iteration 74Q: 3 clusters Score -3605413 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -3605427.250000 Penalty: 5110.305176
	Iteration 75Q: 3 clusters Score -3605427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -3605433.500000 Penalty: 5110.305176
	Iteration 76Q: 3 clusters Score -3605434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -3605436.750000 Penalty: 5110.305176
	Iteration 77Q: 3 clusters Score -3605437 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -3605444.500000 Penalty: 5110.305176
	Iteration 78Q: 3 clusters Score -3605444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -3605445.500000 Penalty: 5110.305176
	Iteration 79Q: 3 clusters Score -3605446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -3605455.500000 Penalty: 5110.305176
	Iteration 80F: 3 clusters Score -3605456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -3605461.500000 Penalty: 5110.305176
	Iteration 81Q: 3 clusters Score -3605462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3605456.000000 Penalty: 5110.305176
	Iteration 82Q: 3 clusters Score -3605456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -3605458.000000 Penalty: 5110.305176
	Iteration 83Q: 3 clusters Score -3605458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -3605463.500000 Penalty: 5110.305176
	Iteration 84Q: 3 clusters Score -3605464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -3605465.000000 Penalty: 5110.305176
	Iteration 85Q: 3 clusters Score -3605465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3605463.000000 Penalty: 5110.305176
	Iteration 86Q: 3 clusters Score -3605463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -3605476.500000 Penalty: 5110.305176
	Iteration 87Q: 3 clusters Score -3605476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -3605467.250000 Penalty: 5110.305176
	Iteration 88Q: 3 clusters Score -3605467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -3605466.750000 Penalty: 5110.305176
	Iteration 89Q: 3 clusters Score -3605467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -3605465.250000 Penalty: 5110.305176
	Iteration 90Q: 3 clusters Score -3605465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -3605477.500000 Penalty: 5110.305176
	Iteration 91Q: 3 clusters Score -3605478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -3605477.000000 Penalty: 5110.305176
	Iteration 92Q: 3 clusters Score -3605477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -3605485.000000 Penalty: 5110.305176
	Iteration 93Q: 3 clusters Score -3605485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -3605482.500000 Penalty: 5110.305176
	Iteration 94Q: 3 clusters Score -3605482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3605486.000000 Penalty: 5110.305176
	Iteration 95Q: 3 clusters Score -3605486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3605489.250000 Penalty: 5110.305176
	Iteration 96Q: 3 clusters Score -3605489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3605493.750000 Penalty: 5110.305176
	Iteration 97Q: 3 clusters Score -3605494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -3605502.750000 Penalty: 5110.305176
	Iteration 98Q: 3 clusters Score -3605503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -3605503.750000 Penalty: 5110.305176
	Iteration 99Q: 3 clusters Score -3605504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -3605509.500000 Penalty: 5110.305176
	Iteration 100F: 3 clusters Score -3605510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -3605502.750000 Penalty: 5110.305176
	Iteration 101Q: 3 clusters Score -3605503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -3605505.250000 Penalty: 5110.305176
	Iteration 102Q: 3 clusters Score -3605505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -3605507.000000 Penalty: 5110.305176
	Iteration 103Q: 3 clusters Score -3605507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -3605498.250000 Penalty: 5110.305176
	Iteration 104Q: 3 clusters Score -3605498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -3605502.000000 Penalty: 5110.305176
	Iteration 105Q: 3 clusters Score -3605502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -3605513.000000 Penalty: 5110.305176
	Iteration 106Q: 3 clusters Score -3605513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3605518.500000 Penalty: 5110.305176
	Iteration 107Q: 3 clusters Score -3605518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -3605519.500000 Penalty: 5110.305176
	Iteration 108Q: 3 clusters Score -3605520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -3605516.750000 Penalty: 5110.305176
	Iteration 109Q: 3 clusters Score -3605517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -3605523.000000 Penalty: 5110.305176
	Iteration 110Q: 3 clusters Score -3605523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -3605533.250000 Penalty: 5110.305176
	Iteration 111Q: 3 clusters Score -3605533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -3605542.250000 Penalty: 5110.305176
	Iteration 112Q: 3 clusters Score -3605542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -3605539.000000 Penalty: 5110.305176
	Iteration 113Q: 3 clusters Score -3605539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -3605541.000000 Penalty: 5110.305176
	Iteration 114Q: 3 clusters Score -3605541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -3605539.750000 Penalty: 5110.305176
	Iteration 115Q: 3 clusters Score -3605540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3605541.250000 Penalty: 5110.305176
	Iteration 116Q: 3 clusters Score -3605541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -3605547.750000 Penalty: 5110.305176
	Iteration 117Q: 3 clusters Score -3605548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -3605548.750000 Penalty: 5110.305176
	Iteration 118Q: 3 clusters Score -3605549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -3605558.500000 Penalty: 5110.305176
	Iteration 119Q: 3 clusters Score -3605558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -3605559.500000 Penalty: 5110.305176
	Iteration 120F: 3 clusters Score -3605560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -3605558.500000 Penalty: 5110.305176
	Iteration 121Q: 3 clusters Score -3605558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -3605563.000000 Penalty: 5110.305176
	Iteration 122Q: 3 clusters Score -3605563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -3605565.750000 Penalty: 5110.305176
	Iteration 123Q: 3 clusters Score -3605566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -3605568.000000 Penalty: 5110.305176
	Iteration 124Q: 3 clusters Score -3605568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3605569.750000 Penalty: 5110.305176
	Iteration 125Q: 3 clusters Score -3605570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -3605573.000000 Penalty: 5110.305176
	Iteration 126Q: 3 clusters Score -3605573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -3605570.500000 Penalty: 5110.305176
	Iteration 127Q: 3 clusters Score -3605570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -3605569.750000 Penalty: 5110.305176
	Iteration 128Q: 3 clusters Score -3605570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3605568.750000 Penalty: 5110.305176
	Iteration 129Q: 3 clusters Score -3605569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3605567.250000 Penalty: 5110.305176
	Iteration 130Q: 3 clusters Score -3605567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -3605563.500000 Penalty: 5110.305176
	Iteration 131Q: 3 clusters Score -3605564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -3605568.750000 Penalty: 5110.305176
	Iteration 132Q: 3 clusters Score -3605569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -3605569.500000 Penalty: 5110.305176
	Iteration 133Q: 3 clusters Score -3605570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -3605572.000000 Penalty: 5110.305176
	Iteration 134Q: 3 clusters Score -3605572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3605575.500000 Penalty: 5110.305176
	Iteration 135Q: 3 clusters Score -3605576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -3605573.500000 Penalty: 5110.305176
	Iteration 136Q: 3 clusters Score -3605574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -3605577.000000 Penalty: 5110.305176
	Iteration 137Q: 3 clusters Score -3605577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -3605572.500000 Penalty: 5110.305176
	Iteration 138Q: 3 clusters Score -3605572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -3605579.500000 Penalty: 5110.305176
	Iteration 139Q: 3 clusters Score -3605580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -3605575.500000 Penalty: 5110.305176
	Iteration 140F: 3 clusters Score -3605576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3605573.000000 Penalty: 5110.305176
	Iteration 141Q: 3 clusters Score -3605573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3605575.750000 Penalty: 5110.305176
	Iteration 142Q: 3 clusters Score -3605576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3605577.500000 Penalty: 5110.305176
	Iteration 143Q: 3 clusters Score -3605578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3605577.500000 Penalty: 5110.305176
	Iteration 144F: 3 clusters Score -3605578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Entering Unmasked Estep 
Score: -2721590.000000 Penalty: 2485.330322
	Iteration 0F: 2 clusters Score -2721590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2705739.250000 Penalty: 4970.660645
	Iteration 0F: 3 clusters Score -2705739 nChanged 10067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2711209.000000 Penalty: 4970.660645
	Iteration 1F: 3 clusters Score -2711209 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2711672.250000 Penalty: 4970.660645
	Iteration 2F: 3 clusters Score -2711672 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2712131.000000 Penalty: 4970.660645
	Iteration 3Q: 3 clusters Score -2712131 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2712596.250000 Penalty: 4970.660645
	Iteration 4Q: 3 clusters Score -2712596 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2713078.000000 Penalty: 4970.660645
	Iteration 5Q: 3 clusters Score -2713078 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2713629.750000 Penalty: 4970.660645
	Iteration 6Q: 3 clusters Score -2713630 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2714251.000000 Penalty: 4970.660645
	Iteration 7Q: 3 clusters Score -2714251 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2714873.750000 Penalty: 4970.660645
	Iteration 8Q: 3 clusters Score -2714874 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2715498.250000 Penalty: 4970.660645
	Iteration 9Q: 3 clusters Score -2715498 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2716079.750000 Penalty: 4970.660645
	Iteration 10Q: 3 clusters Score -2716080 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2716556.500000 Penalty: 4970.660645
	Iteration 11Q: 3 clusters Score -2716556 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2716920.500000 Penalty: 4970.660645
	Iteration 12Q: 3 clusters Score -2716920 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2717198.750000 Penalty: 4970.660645
	Iteration 13Q: 3 clusters Score -2717199 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2717376.500000 Penalty: 4970.660645
	Iteration 14Q: 3 clusters Score -2717376 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2717527.000000 Penalty: 4970.660645
	Iteration 15Q: 3 clusters Score -2717527 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2717655.750000 Penalty: 4970.660645
	Iteration 16Q: 3 clusters Score -2717656 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -2717775.000000 Penalty: 4970.660645
	Iteration 17Q: 3 clusters Score -2717775 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2717885.500000 Penalty: 4970.660645
	Iteration 18Q: 3 clusters Score -2717886 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2717972.750000 Penalty: 4970.660645
	Iteration 19Q: 3 clusters Score -2717973 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2718084.250000 Penalty: 4970.660645
	Iteration 20F: 3 clusters Score -2718084 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -2718156.500000 Penalty: 4970.660645
	Iteration 21Q: 3 clusters Score -2718156 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2718241.500000 Penalty: 4970.660645
	Iteration 22Q: 3 clusters Score -2718242 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2718322.500000 Penalty: 4970.660645
	Iteration 23Q: 3 clusters Score -2718322 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2718421.000000 Penalty: 4970.660645
	Iteration 24Q: 3 clusters Score -2718421 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2718502.000000 Penalty: 4970.660645
	Iteration 25Q: 3 clusters Score -2718502 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2718581.500000 Penalty: 4970.660645
	Iteration 26Q: 3 clusters Score -2718582 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -2718672.500000 Penalty: 4970.660645
	Iteration 27Q: 3 clusters Score -2718672 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2718761.250000 Penalty: 4970.660645
	Iteration 28Q: 3 clusters Score -2718761 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2718845.500000 Penalty: 4970.660645
	Iteration 29Q: 3 clusters Score -2718846 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2718921.750000 Penalty: 4970.660645
	Iteration 30Q: 3 clusters Score -2718922 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2718993.500000 Penalty: 4970.660645
	Iteration 31Q: 3 clusters Score -2718994 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2719059.250000 Penalty: 4970.660645
	Iteration 32Q: 3 clusters Score -2719059 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2719117.500000 Penalty: 4970.660645
	Iteration 33Q: 3 clusters Score -2719118 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2719141.750000 Penalty: 4970.660645
	Iteration 34Q: 3 clusters Score -2719142 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -2719180.750000 Penalty: 4970.660645
	Iteration 35Q: 3 clusters Score -2719181 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2719219.750000 Penalty: 4970.660645
	Iteration 36Q: 3 clusters Score -2719220 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2719252.250000 Penalty: 4970.660645
	Iteration 37Q: 3 clusters Score -2719252 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -2719272.500000 Penalty: 4970.660645
	Iteration 38Q: 3 clusters Score -2719272 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -2719295.250000 Penalty: 4970.660645
	Iteration 39Q: 3 clusters Score -2719295 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -2719311.500000 Penalty: 4970.660645
	Iteration 40F: 3 clusters Score -2719312 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2719324.750000 Penalty: 4970.660645
	Iteration 41Q: 3 clusters Score -2719325 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2719343.500000 Penalty: 4970.660645
	Iteration 42Q: 3 clusters Score -2719344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -2719361.750000 Penalty: 4970.660645
	Iteration 43Q: 3 clusters Score -2719362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2719371.250000 Penalty: 4970.660645
	Iteration 44Q: 3 clusters Score -2719371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -2719375.750000 Penalty: 4970.660645
	Iteration 45Q: 3 clusters Score -2719376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -2719381.500000 Penalty: 4970.660645
	Iteration 46Q: 3 clusters Score -2719382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -2719393.750000 Penalty: 4970.660645
	Iteration 47Q: 3 clusters Score -2719394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -2719416.000000 Penalty: 4970.660645
	Iteration 48Q: 3 clusters Score -2719416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -2719421.000000 Penalty: 4970.660645
	Iteration 49Q: 3 clusters Score -2719421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -2719429.250000 Penalty: 4970.660645
	Iteration 50Q: 3 clusters Score -2719429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -2719433.750000 Penalty: 4970.660645
	Iteration 51Q: 3 clusters Score -2719434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -2719440.000000 Penalty: 4970.660645
	Iteration 52Q: 3 clusters Score -2719440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -2719441.750000 Penalty: 4970.660645
	Iteration 53Q: 3 clusters Score -2719442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -2719444.750000 Penalty: 4970.660645
	Iteration 54Q: 3 clusters Score -2719445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -2719449.500000 Penalty: 4970.660645
	Iteration 55Q: 3 clusters Score -2719450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -2719451.500000 Penalty: 4970.660645
	Iteration 56Q: 3 clusters Score -2719452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -2719455.750000 Penalty: 4970.660645
	Iteration 57Q: 3 clusters Score -2719456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2719456.500000 Penalty: 4970.660645
	Iteration 58Q: 3 clusters Score -2719456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -2719463.750000 Penalty: 4970.660645
	Iteration 59Q: 3 clusters Score -2719464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -2719466.750000 Penalty: 4970.660645
	Iteration 60F: 3 clusters Score -2719467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -2719466.250000 Penalty: 4970.660645
	Iteration 61Q: 3 clusters Score -2719466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -2719475.000000 Penalty: 4970.660645
	Iteration 62Q: 3 clusters Score -2719475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -2719474.000000 Penalty: 4970.660645
	Iteration 63Q: 3 clusters Score -2719474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2719484.750000 Penalty: 4970.660645
	Iteration 64Q: 3 clusters Score -2719485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -2719491.500000 Penalty: 4970.660645
	Iteration 65Q: 3 clusters Score -2719492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -2719490.500000 Penalty: 4970.660645
	Iteration 66Q: 3 clusters Score -2719490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -2719495.000000 Penalty: 4970.660645
	Iteration 67Q: 3 clusters Score -2719495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2719495.500000 Penalty: 4970.660645
	Iteration 68Q: 3 clusters Score -2719496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -2719492.500000 Penalty: 4970.660645
	Iteration 69Q: 3 clusters Score -2719492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -2719496.250000 Penalty: 4970.660645
	Iteration 70Q: 3 clusters Score -2719496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -2719496.500000 Penalty: 4970.660645
	Iteration 71Q: 3 clusters Score -2719496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -2719495.250000 Penalty: 4970.660645
	Iteration 72Q: 3 clusters Score -2719495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -2719498.500000 Penalty: 4970.660645
	Iteration 73Q: 3 clusters Score -2719498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -2719504.750000 Penalty: 4970.660645
	Iteration 74Q: 3 clusters Score -2719505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -2719501.250000 Penalty: 4970.660645
	Iteration 75Q: 3 clusters Score -2719501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -2719506.250000 Penalty: 4970.660645
	Iteration 76Q: 3 clusters Score -2719506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -2719509.000000 Penalty: 4970.660645
	Iteration 77Q: 3 clusters Score -2719509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -2719511.000000 Penalty: 4970.660645
	Iteration 78Q: 3 clusters Score -2719511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -2719511.000000 Penalty: 4970.660645
	Iteration 79F: 3 clusters Score -2719511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Entering Unmasked Estep 
Score: -201759.203125 Penalty: 1844.281128
	Iteration 0F: 2 clusters Score -201759.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -199310.953125 Penalty: 3688.562256
	Iteration 0F: 3 clusters Score -199311 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -199733.156250 Penalty: 3688.562256
	Iteration 1F: 3 clusters Score -199733.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -199836.421875 Penalty: 3688.562256
	Iteration 2F: 3 clusters Score -199836.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -199900.734375 Penalty: 3688.562256
	Iteration 3Q: 3 clusters Score -199900.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -199939.750000 Penalty: 3688.562256
	Iteration 4Q: 3 clusters Score -199939.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -199966.328125 Penalty: 3688.562256
	Iteration 5Q: 3 clusters Score -199966.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -199979.906250 Penalty: 3688.562256
	Iteration 6Q: 3 clusters Score -199979.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -199987.546875 Penalty: 3688.562256
	Iteration 7Q: 3 clusters Score -199987.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -199993.937500 Penalty: 3688.562256
	Iteration 8Q: 3 clusters Score -199993.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -200000.750000 Penalty: 3688.562256
	Iteration 9Q: 3 clusters Score -200000.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -200005.984375 Penalty: 3688.562256
	Iteration 10Q: 3 clusters Score -200006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -200010.875000 Penalty: 3688.562256
	Iteration 11Q: 3 clusters Score -200010.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -200016.468750 Penalty: 3688.562256
	Iteration 12Q: 3 clusters Score -200016.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -200021.843750 Penalty: 3688.562256
	Iteration 13Q: 3 clusters Score -200021.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -200025.203125 Penalty: 3688.562256
	Iteration 14Q: 3 clusters Score -200025.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -200026.203125 Penalty: 3688.562256
	Iteration 15Q: 3 clusters Score -200026.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -200027.953125 Penalty: 3688.562256
	Iteration 16Q: 3 clusters Score -200028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -200031.359375 Penalty: 3688.562256
	Iteration 17Q: 3 clusters Score -200031.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -200037.203125 Penalty: 3688.562256
	Iteration 18Q: 3 clusters Score -200037.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -200041.421875 Penalty: 3688.562256
	Iteration 19Q: 3 clusters Score -200041.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -200043.484375 Penalty: 3688.562256
	Iteration 20F: 3 clusters Score -200043.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -200047.281250 Penalty: 3688.562256
	Iteration 21Q: 3 clusters Score -200047.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -200050.015625 Penalty: 3688.562256
	Iteration 22Q: 3 clusters Score -200050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -200050.593750 Penalty: 3688.562256
	Iteration 23Q: 3 clusters Score -200050.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -200051.046875 Penalty: 3688.562256
	Iteration 24Q: 3 clusters Score -200051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -200051.046875 Penalty: 3688.562256
	Iteration 25F: 3 clusters Score -200051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (92503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92503 members 
Entering Unmasked Estep 
Score: -11080001.000000 Penalty: 2835.879150
	Iteration 0F: 2 clusters Score -1.108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -11018168.000000 Penalty: 5671.758301
	Iteration 0F: 3 clusters Score -1.101817e+07 nChanged 43598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -11042874.000000 Penalty: 5671.758301
	Iteration 1F: 3 clusters Score -1.104287e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -11043581.000000 Penalty: 5671.758301
	Iteration 2Q: 3 clusters Score -1.104358e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -11044364.000000 Penalty: 5671.758301
	Iteration 3Q: 3 clusters Score -1.104436e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -11045142.000000 Penalty: 5671.758301
	Iteration 4Q: 3 clusters Score -1.104514e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50458 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -11046245.000000 Penalty: 5671.758301
	Iteration 5Q: 3 clusters Score -1.104624e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -11047798.000000 Penalty: 5671.758301
	Iteration 6Q: 3 clusters Score -1.10478e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -11049837.000000 Penalty: 5671.758301
	Iteration 7Q: 3 clusters Score -1.104984e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58848 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -11052540.000000 Penalty: 5671.758301
	Iteration 8F: 3 clusters Score -1.105254e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62819 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -11055975.000000 Penalty: 5671.758301
	Iteration 9F: 3 clusters Score -1.105598e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66895 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -11059648.000000 Penalty: 5671.758301
	Iteration 10F: 3 clusters Score -1.105965e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70742 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -11063925.000000 Penalty: 5671.758301
	Iteration 11F: 3 clusters Score -1.106392e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73684 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -11067611.000000 Penalty: 5671.758301
	Iteration 12Q: 3 clusters Score -1.106761e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75682 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -11070010.000000 Penalty: 5671.758301
	Iteration 13Q: 3 clusters Score -1.107001e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77194 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -11071355.000000 Penalty: 5671.758301
	Iteration 14Q: 3 clusters Score -1.107136e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78404 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -11072154.000000 Penalty: 5671.758301
	Iteration 15Q: 3 clusters Score -1.107215e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79441 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -11072728.000000 Penalty: 5671.758301
	Iteration 16Q: 3 clusters Score -1.107273e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80380 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -11073147.000000 Penalty: 5671.758301
	Iteration 17Q: 3 clusters Score -1.107315e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81263 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -11073486.000000 Penalty: 5671.758301
	Iteration 18Q: 3 clusters Score -1.107349e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82081 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -11073848.000000 Penalty: 5671.758301
	Iteration 19Q: 3 clusters Score -1.107385e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82822 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -11074102.000000 Penalty: 5671.758301
	Iteration 20F: 3 clusters Score -1.10741e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83521 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -11074325.000000 Penalty: 5671.758301
	Iteration 21Q: 3 clusters Score -1.107432e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84232 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -11074619.000000 Penalty: 5671.758301
	Iteration 22Q: 3 clusters Score -1.107462e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84947 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -11074849.000000 Penalty: 5671.758301
	Iteration 23Q: 3 clusters Score -1.107485e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85678 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -11075154.000000 Penalty: 5671.758301
	Iteration 24Q: 3 clusters Score -1.107515e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86340 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -11075470.000000 Penalty: 5671.758301
	Iteration 25Q: 3 clusters Score -1.107547e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86956 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -11075750.000000 Penalty: 5671.758301
	Iteration 26Q: 3 clusters Score -1.107575e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87500 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -11075924.000000 Penalty: 5671.758301
	Iteration 27Q: 3 clusters Score -1.107592e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87991 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -11076099.000000 Penalty: 5671.758301
	Iteration 28Q: 3 clusters Score -1.10761e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88452 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -11076319.000000 Penalty: 5671.758301
	Iteration 29Q: 3 clusters Score -1.107632e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88864 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -11076517.000000 Penalty: 5671.758301
	Iteration 30Q: 3 clusters Score -1.107652e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89230 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -11076673.000000 Penalty: 5671.758301
	Iteration 31Q: 3 clusters Score -1.107667e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89543 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -11076830.000000 Penalty: 5671.758301
	Iteration 32Q: 3 clusters Score -1.107683e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89807 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -11076909.000000 Penalty: 5671.758301
	Iteration 33Q: 3 clusters Score -1.107691e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90052 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -11077013.000000 Penalty: 5671.758301
	Iteration 34Q: 3 clusters Score -1.107701e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90245 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -11077098.000000 Penalty: 5671.758301
	Iteration 35Q: 3 clusters Score -1.10771e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90416 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -11077173.000000 Penalty: 5671.758301
	Iteration 36Q: 3 clusters Score -1.107717e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90565 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -11077275.000000 Penalty: 5671.758301
	Iteration 37Q: 3 clusters Score -1.107728e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90678 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -11077334.000000 Penalty: 5671.758301
	Iteration 38Q: 3 clusters Score -1.107733e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90765 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -11077348.000000 Penalty: 5671.758301
	Iteration 39Q: 3 clusters Score -1.107735e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90831 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -11077361.000000 Penalty: 5671.758301
	Iteration 40F: 3 clusters Score -1.107736e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90887 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -11077376.000000 Penalty: 5671.758301
	Iteration 41Q: 3 clusters Score -1.107738e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90937 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -11077409.000000 Penalty: 5671.758301
	Iteration 42Q: 3 clusters Score -1.107741e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90974 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -11077432.000000 Penalty: 5671.758301
	Iteration 43Q: 3 clusters Score -1.107743e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91008 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -11077450.000000 Penalty: 5671.758301
	Iteration 44Q: 3 clusters Score -1.107745e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91040 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -11077455.000000 Penalty: 5671.758301
	Iteration 45Q: 3 clusters Score -1.107746e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91066 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -11077463.000000 Penalty: 5671.758301
	Iteration 46Q: 3 clusters Score -1.107746e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91089 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -11077458.000000 Penalty: 5671.758301
	Iteration 47Q: 3 clusters Score -1.107746e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91111 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -11077464.000000 Penalty: 5671.758301
	Iteration 48Q: 3 clusters Score -1.107746e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91130 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -11077484.000000 Penalty: 5671.758301
	Iteration 49Q: 3 clusters Score -1.107748e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91153 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -11077493.000000 Penalty: 5671.758301
	Iteration 50Q: 3 clusters Score -1.107749e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91182 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -11077499.000000 Penalty: 5671.758301
	Iteration 51Q: 3 clusters Score -1.10775e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91201 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -11077511.000000 Penalty: 5671.758301
	Iteration 52Q: 3 clusters Score -1.107751e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91212 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -11077514.000000 Penalty: 5671.758301
	Iteration 53Q: 3 clusters Score -1.107751e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91224 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -11077530.000000 Penalty: 5671.758301
	Iteration 54Q: 3 clusters Score -1.107753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91231 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -11077528.000000 Penalty: 5671.758301
	Iteration 55Q: 3 clusters Score -1.107753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91240 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -11077534.000000 Penalty: 5671.758301
	Iteration 56Q: 3 clusters Score -1.107753e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91250 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -11077538.000000 Penalty: 5671.758301
	Iteration 57Q: 3 clusters Score -1.107754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91262 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -11077537.000000 Penalty: 5671.758301
	Iteration 58Q: 3 clusters Score -1.107754e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91277 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -11077535.000000 Penalty: 5671.758301
	Iteration 59Q: 3 clusters Score -1.107754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91284 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -11077534.000000 Penalty: 5671.758301
	Iteration 60F: 3 clusters Score -1.107753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91287 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -11077539.000000 Penalty: 5671.758301
	Iteration 61Q: 3 clusters Score -1.107754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91294 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -11077537.000000 Penalty: 5671.758301
	Iteration 62Q: 3 clusters Score -1.107754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91302 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -11077544.000000 Penalty: 5671.758301
	Iteration 63Q: 3 clusters Score -1.107754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91314 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -11077565.000000 Penalty: 5671.758301
	Iteration 64Q: 3 clusters Score -1.107756e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91328 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -11077574.000000 Penalty: 5671.758301
	Iteration 65Q: 3 clusters Score -1.107757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91335 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -11077568.000000 Penalty: 5671.758301
	Iteration 66Q: 3 clusters Score -1.107757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91340 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -11077558.000000 Penalty: 5671.758301
	Iteration 67Q: 3 clusters Score -1.107756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91342 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -11077561.000000 Penalty: 5671.758301
	Iteration 68Q: 3 clusters Score -1.107756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91343 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -11077561.000000 Penalty: 5671.758301
	Iteration 69Q: 3 clusters Score -1.107756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91344 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -11077560.000000 Penalty: 5671.758301
	Iteration 70Q: 3 clusters Score -1.107756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91344 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -11077560.000000 Penalty: 5671.758301
	Iteration 71F: 3 clusters Score -1.107756e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Entering Unmasked Estep 
Score: -679274.875000 Penalty: 2143.712402
	Iteration 0F: 2 clusters Score -679274.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -674268.875000 Penalty: 4287.424805
	Iteration 0F: 3 clusters Score -674268.9 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -675442.625000 Penalty: 4287.424805
	Iteration 1F: 3 clusters Score -675442.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -675690.625000 Penalty: 4287.424805
	Iteration 2F: 3 clusters Score -675690.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -675845.250000 Penalty: 4287.424805
	Iteration 3F: 3 clusters Score -675845.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -675966.500000 Penalty: 4287.424805
	Iteration 4Q: 3 clusters Score -675966.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -676046.500000 Penalty: 4287.424805
	Iteration 5Q: 3 clusters Score -676046.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -676107.125000 Penalty: 4287.424805
	Iteration 6Q: 3 clusters Score -676107.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -676154.250000 Penalty: 4287.424805
	Iteration 7Q: 3 clusters Score -676154.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -676195.125000 Penalty: 4287.424805
	Iteration 8Q: 3 clusters Score -676195.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -676237.562500 Penalty: 4287.424805
	Iteration 9Q: 3 clusters Score -676237.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -676272.062500 Penalty: 4287.424805
	Iteration 10Q: 3 clusters Score -676272.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -676298.250000 Penalty: 4287.424805
	Iteration 11Q: 3 clusters Score -676298.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -676325.187500 Penalty: 4287.424805
	Iteration 12Q: 3 clusters Score -676325.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -676343.750000 Penalty: 4287.424805
	Iteration 13Q: 3 clusters Score -676343.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -676359.625000 Penalty: 4287.424805
	Iteration 14Q: 3 clusters Score -676359.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -676373.500000 Penalty: 4287.424805
	Iteration 15Q: 3 clusters Score -676373.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -676386.875000 Penalty: 4287.424805
	Iteration 16Q: 3 clusters Score -676386.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -676405.937500 Penalty: 4287.424805
	Iteration 17Q: 3 clusters Score -676405.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -676428.375000 Penalty: 4287.424805
	Iteration 18Q: 3 clusters Score -676428.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -676451.312500 Penalty: 4287.424805
	Iteration 19Q: 3 clusters Score -676451.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -676474.812500 Penalty: 4287.424805
	Iteration 20F: 3 clusters Score -676474.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -676499.687500 Penalty: 4287.424805
	Iteration 21Q: 3 clusters Score -676499.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -676520.062500 Penalty: 4287.424805
	Iteration 22Q: 3 clusters Score -676520.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -676538.375000 Penalty: 4287.424805
	Iteration 23Q: 3 clusters Score -676538.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -676553.625000 Penalty: 4287.424805
	Iteration 24Q: 3 clusters Score -676553.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -676566.687500 Penalty: 4287.424805
	Iteration 25Q: 3 clusters Score -676566.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -676585.250000 Penalty: 4287.424805
	Iteration 26Q: 3 clusters Score -676585.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -676603.125000 Penalty: 4287.424805
	Iteration 27Q: 3 clusters Score -676603.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -676621.250000 Penalty: 4287.424805
	Iteration 28Q: 3 clusters Score -676621.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -676644.250000 Penalty: 4287.424805
	Iteration 29Q: 3 clusters Score -676644.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -676668.250000 Penalty: 4287.424805
	Iteration 30Q: 3 clusters Score -676668.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -676702.250000 Penalty: 4287.424805
	Iteration 31Q: 3 clusters Score -676702.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -676727.562500 Penalty: 4287.424805
	Iteration 32Q: 3 clusters Score -676727.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -676756.750000 Penalty: 4287.424805
	Iteration 33Q: 3 clusters Score -676756.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -676799.750000 Penalty: 4287.424805
	Iteration 34Q: 3 clusters Score -676799.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -676846.937500 Penalty: 4287.424805
	Iteration 35Q: 3 clusters Score -676846.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -676899.375000 Penalty: 4287.424805
	Iteration 36Q: 3 clusters Score -676899.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -676945.187500 Penalty: 4287.424805
	Iteration 37Q: 3 clusters Score -676945.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -676994.562500 Penalty: 4287.424805
	Iteration 38Q: 3 clusters Score -676994.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -677049.500000 Penalty: 4287.424805
	Iteration 39Q: 3 clusters Score -677049.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -677113.812500 Penalty: 4287.424805
	Iteration 40F: 3 clusters Score -677113.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -677189.500000 Penalty: 4287.424805
	Iteration 41Q: 3 clusters Score -677189.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -677313.250000 Penalty: 4287.424805
	Iteration 42Q: 3 clusters Score -677313.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -677494.000000 Penalty: 4287.424805
	Iteration 43Q: 3 clusters Score -677494 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -677743.750000 Penalty: 4287.424805
	Iteration 44Q: 3 clusters Score -677743.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -678088.625000 Penalty: 4287.424805
	Iteration 45Q: 3 clusters Score -678088.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -678374.062500 Penalty: 4287.424805
	Iteration 46Q: 3 clusters Score -678374.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -678541.750000 Penalty: 4287.424805
	Iteration 47Q: 3 clusters Score -678541.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -678610.062500 Penalty: 4287.424805
	Iteration 48Q: 3 clusters Score -678610.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -678637.375000 Penalty: 4287.424805
	Iteration 49Q: 3 clusters Score -678637.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -678652.937500 Penalty: 4287.424805
	Iteration 50Q: 3 clusters Score -678652.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -678657.062500 Penalty: 4287.424805
	Iteration 51Q: 3 clusters Score -678657.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -678657.812500 Penalty: 4287.424805
	Iteration 52Q: 3 clusters Score -678657.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -678660.375000 Penalty: 4287.424805
	Iteration 53Q: 3 clusters Score -678660.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -678662.125000 Penalty: 4287.424805
	Iteration 54Q: 3 clusters Score -678662.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -678662.875000 Penalty: 4287.424805
	Iteration 55Q: 3 clusters Score -678662.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -678662.375000 Penalty: 4287.424805
	Iteration 56Q: 3 clusters Score -678662.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -678662.812500 Penalty: 4287.424805
	Iteration 57Q: 3 clusters Score -678662.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -678663.875000 Penalty: 4287.424805
	Iteration 58Q: 3 clusters Score -678663.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -678663.875000 Penalty: 4287.424805
	Iteration 59F: 3 clusters Score -678663.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Entering Unmasked Estep 
Score: -540358.687500 Penalty: 2085.085205
	Iteration 0F: 2 clusters Score -540358.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -536172.937500 Penalty: 4170.170410
	Iteration 0F: 3 clusters Score -536172.9 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -537219.500000 Penalty: 4170.170410
	Iteration 1F: 3 clusters Score -537219.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -537508.875000 Penalty: 4170.170410
	Iteration 2F: 3 clusters Score -537508.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -537680.625000 Penalty: 4170.170410
	Iteration 3F: 3 clusters Score -537680.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -537811.562500 Penalty: 4170.170410
	Iteration 4Q: 3 clusters Score -537811.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -537907.000000 Penalty: 4170.170410
	Iteration 5Q: 3 clusters Score -537907 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -537996.437500 Penalty: 4170.170410
	Iteration 6Q: 3 clusters Score -537996.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -538070.750000 Penalty: 4170.170410
	Iteration 7Q: 3 clusters Score -538070.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -538156.875000 Penalty: 4170.170410
	Iteration 8Q: 3 clusters Score -538156.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -538269.062500 Penalty: 4170.170410
	Iteration 9Q: 3 clusters Score -538269.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -538374.437500 Penalty: 4170.170410
	Iteration 10Q: 3 clusters Score -538374.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -538472.625000 Penalty: 4170.170410
	Iteration 11Q: 3 clusters Score -538472.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -538559.312500 Penalty: 4170.170410
	Iteration 12Q: 3 clusters Score -538559.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -538663.875000 Penalty: 4170.170410
	Iteration 13Q: 3 clusters Score -538663.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -538773.250000 Penalty: 4170.170410
	Iteration 14Q: 3 clusters Score -538773.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -538881.312500 Penalty: 4170.170410
	Iteration 15Q: 3 clusters Score -538881.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -538989.687500 Penalty: 4170.170410
	Iteration 16Q: 3 clusters Score -538989.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -539090.875000 Penalty: 4170.170410
	Iteration 17Q: 3 clusters Score -539090.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -539176.500000 Penalty: 4170.170410
	Iteration 18Q: 3 clusters Score -539176.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -539235.250000 Penalty: 4170.170410
	Iteration 19Q: 3 clusters Score -539235.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -539283.437500 Penalty: 4170.170410
	Iteration 20F: 3 clusters Score -539283.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -539322.250000 Penalty: 4170.170410
	Iteration 21Q: 3 clusters Score -539322.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -539347.812500 Penalty: 4170.170410
	Iteration 22Q: 3 clusters Score -539347.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -539371.312500 Penalty: 4170.170410
	Iteration 23Q: 3 clusters Score -539371.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -539402.500000 Penalty: 4170.170410
	Iteration 24Q: 3 clusters Score -539402.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -539430.937500 Penalty: 4170.170410
	Iteration 25Q: 3 clusters Score -539430.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -539459.812500 Penalty: 4170.170410
	Iteration 26Q: 3 clusters Score -539459.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -539484.250000 Penalty: 4170.170410
	Iteration 27Q: 3 clusters Score -539484.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -539497.125000 Penalty: 4170.170410
	Iteration 28Q: 3 clusters Score -539497.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -539505.062500 Penalty: 4170.170410
	Iteration 29Q: 3 clusters Score -539505.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -539513.125000 Penalty: 4170.170410
	Iteration 30Q: 3 clusters Score -539513.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -539521.375000 Penalty: 4170.170410
	Iteration 31Q: 3 clusters Score -539521.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -539530.750000 Penalty: 4170.170410
	Iteration 32Q: 3 clusters Score -539530.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -539540.625000 Penalty: 4170.170410
	Iteration 33Q: 3 clusters Score -539540.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -539542.500000 Penalty: 4170.170410
	Iteration 34Q: 3 clusters Score -539542.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -539544.187500 Penalty: 4170.170410
	Iteration 35Q: 3 clusters Score -539544.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -539546.250000 Penalty: 4170.170410
	Iteration 36Q: 3 clusters Score -539546.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -539549.687500 Penalty: 4170.170410
	Iteration 37Q: 3 clusters Score -539549.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -539550.812500 Penalty: 4170.170410
	Iteration 38Q: 3 clusters Score -539550.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -539551.125000 Penalty: 4170.170410
	Iteration 39Q: 3 clusters Score -539551.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -539551.125000 Penalty: 4170.170410
	Iteration 40F: 3 clusters Score -539551.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -51868.167969 Penalty: 1556.140991
	Iteration 0F: 2 clusters Score -51868.17 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 258 members 
Entering Unmasked Estep 
Score: -50443.007812 Penalty: 3112.281982
	Iteration 0F: 3 clusters Score -50443.01 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50696.835938 Penalty: 3112.281982
	Iteration 1F: 3 clusters Score -50696.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50791.261719 Penalty: 3112.281982
	Iteration 2F: 3 clusters Score -50791.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50877.980469 Penalty: 3112.281982
	Iteration 3Q: 3 clusters Score -50877.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50918.449219 Penalty: 3112.281982
	Iteration 4Q: 3 clusters Score -50918.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50949.558594 Penalty: 3112.281982
	Iteration 5Q: 3 clusters Score -50949.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50972.492188 Penalty: 3112.281982
	Iteration 6Q: 3 clusters Score -50972.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50989.789062 Penalty: 3112.281982
	Iteration 7Q: 3 clusters Score -50989.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50994.488281 Penalty: 3112.281982
	Iteration 8Q: 3 clusters Score -50994.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50994.488281 Penalty: 3112.281982
	Iteration 9F: 3 clusters Score -50994.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Entering Unmasked Estep 
Score: -588746.062500 Penalty: 2123.322266
	Iteration 0F: 2 clusters Score -588746.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -584046.937500 Penalty: 4246.644531
	Iteration 0F: 3 clusters Score -584046.9 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -585151.250000 Penalty: 4246.644531
	Iteration 1F: 3 clusters Score -585151.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -585358.500000 Penalty: 4246.644531
	Iteration 2F: 3 clusters Score -585358.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -585505.437500 Penalty: 4246.644531
	Iteration 3F: 3 clusters Score -585505.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -585602.062500 Penalty: 4246.644531
	Iteration 4Q: 3 clusters Score -585602.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -585682.187500 Penalty: 4246.644531
	Iteration 5Q: 3 clusters Score -585682.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -585735.687500 Penalty: 4246.644531
	Iteration 6Q: 3 clusters Score -585735.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -585781.500000 Penalty: 4246.644531
	Iteration 7Q: 3 clusters Score -585781.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -585823.750000 Penalty: 4246.644531
	Iteration 8Q: 3 clusters Score -585823.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -585862.562500 Penalty: 4246.644531
	Iteration 9Q: 3 clusters Score -585862.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -585897.312500 Penalty: 4246.644531
	Iteration 10Q: 3 clusters Score -585897.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -585935.125000 Penalty: 4246.644531
	Iteration 11Q: 3 clusters Score -585935.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -585974.562500 Penalty: 4246.644531
	Iteration 12Q: 3 clusters Score -585974.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -586008.000000 Penalty: 4246.644531
	Iteration 13Q: 3 clusters Score -586008 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -586046.750000 Penalty: 4246.644531
	Iteration 14Q: 3 clusters Score -586046.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -586101.500000 Penalty: 4246.644531
	Iteration 15Q: 3 clusters Score -586101.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -586165.187500 Penalty: 4246.644531
	Iteration 16Q: 3 clusters Score -586165.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -586221.000000 Penalty: 4246.644531
	Iteration 17Q: 3 clusters Score -586221 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -586270.687500 Penalty: 4246.644531
	Iteration 18Q: 3 clusters Score -586270.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -586317.875000 Penalty: 4246.644531
	Iteration 19Q: 3 clusters Score -586317.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -586367.437500 Penalty: 4246.644531
	Iteration 20F: 3 clusters Score -586367.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -586418.625000 Penalty: 4246.644531
	Iteration 21Q: 3 clusters Score -586418.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -586459.937500 Penalty: 4246.644531
	Iteration 22Q: 3 clusters Score -586459.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -586504.500000 Penalty: 4246.644531
	Iteration 23Q: 3 clusters Score -586504.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -586538.437500 Penalty: 4246.644531
	Iteration 24Q: 3 clusters Score -586538.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -586557.875000 Penalty: 4246.644531
	Iteration 25Q: 3 clusters Score -586557.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -586575.375000 Penalty: 4246.644531
	Iteration 26Q: 3 clusters Score -586575.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -586588.187500 Penalty: 4246.644531
	Iteration 27Q: 3 clusters Score -586588.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -586596.375000 Penalty: 4246.644531
	Iteration 28Q: 3 clusters Score -586596.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -586604.312500 Penalty: 4246.644531
	Iteration 29Q: 3 clusters Score -586604.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -586615.375000 Penalty: 4246.644531
	Iteration 30Q: 3 clusters Score -586615.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -586626.937500 Penalty: 4246.644531
	Iteration 31Q: 3 clusters Score -586626.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -586639.000000 Penalty: 4246.644531
	Iteration 32Q: 3 clusters Score -586639 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -586657.250000 Penalty: 4246.644531
	Iteration 33Q: 3 clusters Score -586657.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -586674.687500 Penalty: 4246.644531
	Iteration 34Q: 3 clusters Score -586674.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -586690.875000 Penalty: 4246.644531
	Iteration 35Q: 3 clusters Score -586690.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -586701.500000 Penalty: 4246.644531
	Iteration 36Q: 3 clusters Score -586701.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -586718.625000 Penalty: 4246.644531
	Iteration 37Q: 3 clusters Score -586718.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -586733.000000 Penalty: 4246.644531
	Iteration 38Q: 3 clusters Score -586733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -586748.000000 Penalty: 4246.644531
	Iteration 39Q: 3 clusters Score -586748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -586761.062500 Penalty: 4246.644531
	Iteration 40F: 3 clusters Score -586761.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -586772.500000 Penalty: 4246.644531
	Iteration 41Q: 3 clusters Score -586772.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -586789.937500 Penalty: 4246.644531
	Iteration 42Q: 3 clusters Score -586789.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -586800.125000 Penalty: 4246.644531
	Iteration 43Q: 3 clusters Score -586800.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -586807.687500 Penalty: 4246.644531
	Iteration 44Q: 3 clusters Score -586807.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -586813.187500 Penalty: 4246.644531
	Iteration 45Q: 3 clusters Score -586813.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -586819.125000 Penalty: 4246.644531
	Iteration 46Q: 3 clusters Score -586819.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -586829.500000 Penalty: 4246.644531
	Iteration 47Q: 3 clusters Score -586829.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -586834.875000 Penalty: 4246.644531
	Iteration 48Q: 3 clusters Score -586834.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -586839.062500 Penalty: 4246.644531
	Iteration 49Q: 3 clusters Score -586839.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -586842.500000 Penalty: 4246.644531
	Iteration 50Q: 3 clusters Score -586842.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -586847.062500 Penalty: 4246.644531
	Iteration 51Q: 3 clusters Score -586847.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -586852.375000 Penalty: 4246.644531
	Iteration 52Q: 3 clusters Score -586852.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -586858.875000 Penalty: 4246.644531
	Iteration 53Q: 3 clusters Score -586858.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -586863.562500 Penalty: 4246.644531
	Iteration 54Q: 3 clusters Score -586863.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -586868.750000 Penalty: 4246.644531
	Iteration 55Q: 3 clusters Score -586868.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -586871.937500 Penalty: 4246.644531
	Iteration 56Q: 3 clusters Score -586871.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -586874.250000 Penalty: 4246.644531
	Iteration 57Q: 3 clusters Score -586874.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -586875.000000 Penalty: 4246.644531
	Iteration 58Q: 3 clusters Score -586875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -586878.250000 Penalty: 4246.644531
	Iteration 59Q: 3 clusters Score -586878.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -586883.687500 Penalty: 4246.644531
	Iteration 60F: 3 clusters Score -586883.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -586885.875000 Penalty: 4246.644531
	Iteration 61Q: 3 clusters Score -586885.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -586888.750000 Penalty: 4246.644531
	Iteration 62Q: 3 clusters Score -586888.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -586889.187500 Penalty: 4246.644531
	Iteration 63Q: 3 clusters Score -586889.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -586889.500000 Penalty: 4246.644531
	Iteration 64Q: 3 clusters Score -586889.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -586889.562500 Penalty: 4246.644531
	Iteration 65Q: 3 clusters Score -586889.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -586889.937500 Penalty: 4246.644531
	Iteration 66Q: 3 clusters Score -586889.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -586890.125000 Penalty: 4246.644531
	Iteration 67Q: 3 clusters Score -586890.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -586890.125000 Penalty: 4246.644531
	Iteration 68F: 3 clusters Score -586890.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Entering Unmasked Estep 
Score: -101099.648438 Penalty: 1694.591797
	Iteration 0F: 2 clusters Score -101099.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -99218.492188 Penalty: 3389.183594
	Iteration 0F: 3 clusters Score -99218.49 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -99489.828125 Penalty: 3389.183594
	Iteration 1F: 3 clusters Score -99489.83 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -99570.960938 Penalty: 3389.183594
	Iteration 2F: 3 clusters Score -99570.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -99613.351562 Penalty: 3389.183594
	Iteration 3Q: 3 clusters Score -99613.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -99637.882812 Penalty: 3389.183594
	Iteration 4Q: 3 clusters Score -99637.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -99661.414062 Penalty: 3389.183594
	Iteration 5Q: 3 clusters Score -99661.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -99675.070312 Penalty: 3389.183594
	Iteration 6Q: 3 clusters Score -99675.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -99686.968750 Penalty: 3389.183594
	Iteration 7Q: 3 clusters Score -99686.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -99694.671875 Penalty: 3389.183594
	Iteration 8Q: 3 clusters Score -99694.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -99695.070312 Penalty: 3389.183594
	Iteration 9Q: 3 clusters Score -99695.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -99698.835938 Penalty: 3389.183594
	Iteration 10Q: 3 clusters Score -99698.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -99703.812500 Penalty: 3389.183594
	Iteration 11Q: 3 clusters Score -99703.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -99707.015625 Penalty: 3389.183594
	Iteration 12Q: 3 clusters Score -99707.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -99707.851562 Penalty: 3389.183594
	Iteration 13Q: 3 clusters Score -99707.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -99707.851562 Penalty: 3389.183594
	Iteration 14F: 3 clusters Score -99707.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Entering Unmasked Estep 
Score: -638644.375000 Penalty: 2129.645020
	Iteration 0F: 2 clusters Score -638644.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -633890.312500 Penalty: 4259.290039
	Iteration 0F: 3 clusters Score -633890.3 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -634968.437500 Penalty: 4259.290039
	Iteration 1F: 3 clusters Score -634968.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -635157.937500 Penalty: 4259.290039
	Iteration 2F: 3 clusters Score -635157.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -635275.312500 Penalty: 4259.290039
	Iteration 3Q: 3 clusters Score -635275.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -635356.187500 Penalty: 4259.290039
	Iteration 4Q: 3 clusters Score -635356.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -635409.250000 Penalty: 4259.290039
	Iteration 5Q: 3 clusters Score -635409.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -635450.625000 Penalty: 4259.290039
	Iteration 6Q: 3 clusters Score -635450.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -635484.000000 Penalty: 4259.290039
	Iteration 7Q: 3 clusters Score -635484 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -635511.687500 Penalty: 4259.290039
	Iteration 8Q: 3 clusters Score -635511.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -635532.437500 Penalty: 4259.290039
	Iteration 9Q: 3 clusters Score -635532.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -635554.500000 Penalty: 4259.290039
	Iteration 10Q: 3 clusters Score -635554.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -635575.000000 Penalty: 4259.290039
	Iteration 11Q: 3 clusters Score -635575 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -635593.062500 Penalty: 4259.290039
	Iteration 12Q: 3 clusters Score -635593.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -635610.500000 Penalty: 4259.290039
	Iteration 13Q: 3 clusters Score -635610.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -635631.187500 Penalty: 4259.290039
	Iteration 14Q: 3 clusters Score -635631.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -635649.875000 Penalty: 4259.290039
	Iteration 15Q: 3 clusters Score -635649.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -635667.062500 Penalty: 4259.290039
	Iteration 16Q: 3 clusters Score -635667.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -635686.812500 Penalty: 4259.290039
	Iteration 17Q: 3 clusters Score -635686.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -635709.500000 Penalty: 4259.290039
	Iteration 18Q: 3 clusters Score -635709.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -635728.375000 Penalty: 4259.290039
	Iteration 19Q: 3 clusters Score -635728.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -635746.875000 Penalty: 4259.290039
	Iteration 20F: 3 clusters Score -635746.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -635765.437500 Penalty: 4259.290039
	Iteration 21Q: 3 clusters Score -635765.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -635787.875000 Penalty: 4259.290039
	Iteration 22Q: 3 clusters Score -635787.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -635805.250000 Penalty: 4259.290039
	Iteration 23Q: 3 clusters Score -635805.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -635824.750000 Penalty: 4259.290039
	Iteration 24Q: 3 clusters Score -635824.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -635842.500000 Penalty: 4259.290039
	Iteration 25Q: 3 clusters Score -635842.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -635857.437500 Penalty: 4259.290039
	Iteration 26Q: 3 clusters Score -635857.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -635871.125000 Penalty: 4259.290039
	Iteration 27Q: 3 clusters Score -635871.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -635888.250000 Penalty: 4259.290039
	Iteration 28Q: 3 clusters Score -635888.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -635911.625000 Penalty: 4259.290039
	Iteration 29Q: 3 clusters Score -635911.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -635932.437500 Penalty: 4259.290039
	Iteration 30Q: 3 clusters Score -635932.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -635955.437500 Penalty: 4259.290039
	Iteration 31Q: 3 clusters Score -635955.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -635973.062500 Penalty: 4259.290039
	Iteration 32Q: 3 clusters Score -635973.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -635993.437500 Penalty: 4259.290039
	Iteration 33Q: 3 clusters Score -635993.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -636015.000000 Penalty: 4259.290039
	Iteration 34Q: 3 clusters Score -636015 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -636042.187500 Penalty: 4259.290039
	Iteration 35Q: 3 clusters Score -636042.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -636066.500000 Penalty: 4259.290039
	Iteration 36Q: 3 clusters Score -636066.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -636096.000000 Penalty: 4259.290039
	Iteration 37Q: 3 clusters Score -636096 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -636123.125000 Penalty: 4259.290039
	Iteration 38Q: 3 clusters Score -636123.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -636158.437500 Penalty: 4259.290039
	Iteration 39Q: 3 clusters Score -636158.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -636198.937500 Penalty: 4259.290039
	Iteration 40F: 3 clusters Score -636198.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -636242.000000 Penalty: 4259.290039
	Iteration 41Q: 3 clusters Score -636242 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -636280.062500 Penalty: 4259.290039
	Iteration 42Q: 3 clusters Score -636280.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -636324.625000 Penalty: 4259.290039
	Iteration 43Q: 3 clusters Score -636324.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -636372.000000 Penalty: 4259.290039
	Iteration 44Q: 3 clusters Score -636372 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -636428.437500 Penalty: 4259.290039
	Iteration 45Q: 3 clusters Score -636428.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -636475.312500 Penalty: 4259.290039
	Iteration 46Q: 3 clusters Score -636475.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -636521.687500 Penalty: 4259.290039
	Iteration 47Q: 3 clusters Score -636521.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -636559.687500 Penalty: 4259.290039
	Iteration 48Q: 3 clusters Score -636559.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -636589.625000 Penalty: 4259.290039
	Iteration 49Q: 3 clusters Score -636589.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -636612.937500 Penalty: 4259.290039
	Iteration 50Q: 3 clusters Score -636612.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -636632.562500 Penalty: 4259.290039
	Iteration 51Q: 3 clusters Score -636632.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -636653.687500 Penalty: 4259.290039
	Iteration 52Q: 3 clusters Score -636653.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -636671.437500 Penalty: 4259.290039
	Iteration 53Q: 3 clusters Score -636671.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -636695.812500 Penalty: 4259.290039
	Iteration 54Q: 3 clusters Score -636695.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -636717.625000 Penalty: 4259.290039
	Iteration 55Q: 3 clusters Score -636717.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -636739.187500 Penalty: 4259.290039
	Iteration 56Q: 3 clusters Score -636739.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -636750.062500 Penalty: 4259.290039
	Iteration 57Q: 3 clusters Score -636750.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -636760.187500 Penalty: 4259.290039
	Iteration 58Q: 3 clusters Score -636760.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -636770.375000 Penalty: 4259.290039
	Iteration 59Q: 3 clusters Score -636770.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -636777.812500 Penalty: 4259.290039
	Iteration 60F: 3 clusters Score -636777.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -636779.500000 Penalty: 4259.290039
	Iteration 61Q: 3 clusters Score -636779.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -636782.125000 Penalty: 4259.290039
	Iteration 62Q: 3 clusters Score -636782.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -636782.687500 Penalty: 4259.290039
	Iteration 63Q: 3 clusters Score -636782.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -636782.687500 Penalty: 4259.290039
	Iteration 64F: 3 clusters Score -636782.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (43019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Entering Unmasked Estep 
Score: -5029904.000000 Penalty: 2646.010498
	Iteration 0F: 2 clusters Score -5029904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -5000786.000000 Penalty: 5292.020996
	Iteration 0F: 3 clusters Score -5000786 nChanged 19686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -5011561.500000 Penalty: 5292.020996
	Iteration 1F: 3 clusters Score -5011562 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -5012101.000000 Penalty: 5292.020996
	Iteration 2Q: 3 clusters Score -5012101 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -5012607.500000 Penalty: 5292.020996
	Iteration 3Q: 3 clusters Score -5012608 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -5013179.000000 Penalty: 5292.020996
	Iteration 4Q: 3 clusters Score -5013179 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -5013930.000000 Penalty: 5292.020996
	Iteration 5Q: 3 clusters Score -5013930 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -5014956.000000 Penalty: 5292.020996
	Iteration 6Q: 3 clusters Score -5014956 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -5016507.500000 Penalty: 5292.020996
	Iteration 7F: 3 clusters Score -5016508 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -5018638.500000 Penalty: 5292.020996
	Iteration 8F: 3 clusters Score -5018638 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -5021541.500000 Penalty: 5292.020996
	Iteration 9F: 3 clusters Score -5021542 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -5024330.000000 Penalty: 5292.020996
	Iteration 10F: 3 clusters Score -5024330 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5026156.000000 Penalty: 5292.020996
	Iteration 11Q: 3 clusters Score -5026156 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5026995.000000 Penalty: 5292.020996
	Iteration 12Q: 3 clusters Score -5026995 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5027379.500000 Penalty: 5292.020996
	Iteration 13Q: 3 clusters Score -5027380 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5027543.500000 Penalty: 5292.020996
	Iteration 14Q: 3 clusters Score -5027544 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5027601.000000 Penalty: 5292.020996
	Iteration 15Q: 3 clusters Score -5027601 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5027650.000000 Penalty: 5292.020996
	Iteration 16Q: 3 clusters Score -5027650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5027679.500000 Penalty: 5292.020996
	Iteration 17Q: 3 clusters Score -5027680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5027708.000000 Penalty: 5292.020996
	Iteration 18Q: 3 clusters Score -5027708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5027727.000000 Penalty: 5292.020996
	Iteration 19Q: 3 clusters Score -5027727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5027731.000000 Penalty: 5292.020996
	Iteration 20F: 3 clusters Score -5027731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5027732.000000 Penalty: 5292.020996
	Iteration 21Q: 3 clusters Score -5027732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5027733.000000 Penalty: 5292.020996
	Iteration 22Q: 3 clusters Score -5027733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5027742.000000 Penalty: 5292.020996
	Iteration 23Q: 3 clusters Score -5027742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5027747.500000 Penalty: 5292.020996
	Iteration 24Q: 3 clusters Score -5027748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5027754.500000 Penalty: 5292.020996
	Iteration 25Q: 3 clusters Score -5027754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5027764.000000 Penalty: 5292.020996
	Iteration 26Q: 3 clusters Score -5027764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5027770.000000 Penalty: 5292.020996
	Iteration 27Q: 3 clusters Score -5027770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5027776.000000 Penalty: 5292.020996
	Iteration 28Q: 3 clusters Score -5027776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5027779.000000 Penalty: 5292.020996
	Iteration 29Q: 3 clusters Score -5027779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5027786.500000 Penalty: 5292.020996
	Iteration 30Q: 3 clusters Score -5027786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5027792.500000 Penalty: 5292.020996
	Iteration 31Q: 3 clusters Score -5027792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5027794.000000 Penalty: 5292.020996
	Iteration 32Q: 3 clusters Score -5027794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5027795.000000 Penalty: 5292.020996
	Iteration 33Q: 3 clusters Score -5027795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5027792.000000 Penalty: 5292.020996
	Iteration 34Q: 3 clusters Score -5027792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5027796.500000 Penalty: 5292.020996
	Iteration 35Q: 3 clusters Score -5027796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5027796.500000 Penalty: 5292.020996
	Iteration 36F: 3 clusters Score -5027796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Entering Unmasked Estep 
Score: -4033763.500000 Penalty: 2583.993896
	Iteration 0F: 2 clusters Score -4033764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -4010861.250000 Penalty: 5167.987793
	Iteration 0F: 3 clusters Score -4010861 nChanged 15220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -4019477.000000 Penalty: 5167.987793
	Iteration 1F: 3 clusters Score -4019477 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -4020535.000000 Penalty: 5167.987793
	Iteration 2F: 3 clusters Score -4020535 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -4022084.500000 Penalty: 5167.987793
	Iteration 3F: 3 clusters Score -4022084 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -4023706.500000 Penalty: 5167.987793
	Iteration 4F: 3 clusters Score -4023706 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -4025161.000000 Penalty: 5167.987793
	Iteration 5F: 3 clusters Score -4025161 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -4026478.750000 Penalty: 5167.987793
	Iteration 6F: 3 clusters Score -4026479 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -4027623.500000 Penalty: 5167.987793
	Iteration 7F: 3 clusters Score -4027624 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -4028508.000000 Penalty: 5167.987793
	Iteration 8Q: 3 clusters Score -4028508 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -4029121.250000 Penalty: 5167.987793
	Iteration 9Q: 3 clusters Score -4029121 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -4029442.000000 Penalty: 5167.987793
	Iteration 10Q: 3 clusters Score -4029442 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -4029593.250000 Penalty: 5167.987793
	Iteration 11Q: 3 clusters Score -4029593 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -4029689.250000 Penalty: 5167.987793
	Iteration 12Q: 3 clusters Score -4029689 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -4029746.750000 Penalty: 5167.987793
	Iteration 13Q: 3 clusters Score -4029747 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -4029803.500000 Penalty: 5167.987793
	Iteration 14Q: 3 clusters Score -4029804 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -4029855.000000 Penalty: 5167.987793
	Iteration 15Q: 3 clusters Score -4029855 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -4029886.000000 Penalty: 5167.987793
	Iteration 16Q: 3 clusters Score -4029886 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -4029914.500000 Penalty: 5167.987793
	Iteration 17Q: 3 clusters Score -4029914 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -4029952.000000 Penalty: 5167.987793
	Iteration 18Q: 3 clusters Score -4029952 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -4029973.000000 Penalty: 5167.987793
	Iteration 19Q: 3 clusters Score -4029973 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -4029996.000000 Penalty: 5167.987793
	Iteration 20F: 3 clusters Score -4029996 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -4030011.250000 Penalty: 5167.987793
	Iteration 21Q: 3 clusters Score -4030011 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -4030022.750000 Penalty: 5167.987793
	Iteration 22Q: 3 clusters Score -4030023 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -4030029.000000 Penalty: 5167.987793
	Iteration 23Q: 3 clusters Score -4030029 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -4030046.250000 Penalty: 5167.987793
	Iteration 24Q: 3 clusters Score -4030046 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -4030056.000000 Penalty: 5167.987793
	Iteration 25Q: 3 clusters Score -4030056 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -4030075.000000 Penalty: 5167.987793
	Iteration 26Q: 3 clusters Score -4030075 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -4030078.000000 Penalty: 5167.987793
	Iteration 27Q: 3 clusters Score -4030078 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -4030089.250000 Penalty: 5167.987793
	Iteration 28Q: 3 clusters Score -4030089 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -4030113.000000 Penalty: 5167.987793
	Iteration 29Q: 3 clusters Score -4030113 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -4030113.250000 Penalty: 5167.987793
	Iteration 30Q: 3 clusters Score -4030113 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -4030121.000000 Penalty: 5167.987793
	Iteration 31Q: 3 clusters Score -4030121 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -4030130.750000 Penalty: 5167.987793
	Iteration 32Q: 3 clusters Score -4030131 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -4030136.250000 Penalty: 5167.987793
	Iteration 33Q: 3 clusters Score -4030136 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -4030145.750000 Penalty: 5167.987793
	Iteration 34Q: 3 clusters Score -4030146 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -4030154.250000 Penalty: 5167.987793
	Iteration 35Q: 3 clusters Score -4030154 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -4030165.000000 Penalty: 5167.987793
	Iteration 36Q: 3 clusters Score -4030165 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -4030170.750000 Penalty: 5167.987793
	Iteration 37Q: 3 clusters Score -4030171 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -4030177.750000 Penalty: 5167.987793
	Iteration 38Q: 3 clusters Score -4030178 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -4030175.250000 Penalty: 5167.987793
	Iteration 39Q: 3 clusters Score -4030175 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -4030182.750000 Penalty: 5167.987793
	Iteration 40F: 3 clusters Score -4030183 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -4030195.750000 Penalty: 5167.987793
	Iteration 41Q: 3 clusters Score -4030196 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -4030199.250000 Penalty: 5167.987793
	Iteration 42Q: 3 clusters Score -4030199 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -4030195.750000 Penalty: 5167.987793
	Iteration 43Q: 3 clusters Score -4030196 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -4030197.000000 Penalty: 5167.987793
	Iteration 44Q: 3 clusters Score -4030197 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -4030192.250000 Penalty: 5167.987793
	Iteration 45Q: 3 clusters Score -4030192 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -4030198.500000 Penalty: 5167.987793
	Iteration 46Q: 3 clusters Score -4030198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -4030202.750000 Penalty: 5167.987793
	Iteration 47Q: 3 clusters Score -4030203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -4030200.000000 Penalty: 5167.987793
	Iteration 48Q: 3 clusters Score -4030200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -4030195.000000 Penalty: 5167.987793
	Iteration 49Q: 3 clusters Score -4030195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -4030195.250000 Penalty: 5167.987793
	Iteration 50Q: 3 clusters Score -4030195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -4030190.750000 Penalty: 5167.987793
	Iteration 51Q: 3 clusters Score -4030191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -4030192.500000 Penalty: 5167.987793
	Iteration 52Q: 3 clusters Score -4030192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -4030196.250000 Penalty: 5167.987793
	Iteration 53Q: 3 clusters Score -4030196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -4030202.750000 Penalty: 5167.987793
	Iteration 54Q: 3 clusters Score -4030203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -4030206.000000 Penalty: 5167.987793
	Iteration 55Q: 3 clusters Score -4030206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -4030201.250000 Penalty: 5167.987793
	Iteration 56Q: 3 clusters Score -4030201 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -4030203.750000 Penalty: 5167.987793
	Iteration 57Q: 3 clusters Score -4030204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -4030201.000000 Penalty: 5167.987793
	Iteration 58Q: 3 clusters Score -4030201 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -4030198.500000 Penalty: 5167.987793
	Iteration 59Q: 3 clusters Score -4030198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -4030195.500000 Penalty: 5167.987793
	Iteration 60F: 3 clusters Score -4030196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -4030199.500000 Penalty: 5167.987793
	Iteration 61Q: 3 clusters Score -4030200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -4030208.250000 Penalty: 5167.987793
	Iteration 62Q: 3 clusters Score -4030208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -4030217.750000 Penalty: 5167.987793
	Iteration 63Q: 3 clusters Score -4030218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -4030213.250000 Penalty: 5167.987793
	Iteration 64Q: 3 clusters Score -4030213 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -4030215.500000 Penalty: 5167.987793
	Iteration 65Q: 3 clusters Score -4030216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -4030211.500000 Penalty: 5167.987793
	Iteration 66Q: 3 clusters Score -4030212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -4030221.750000 Penalty: 5167.987793
	Iteration 67Q: 3 clusters Score -4030222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -4030222.000000 Penalty: 5167.987793
	Iteration 68Q: 3 clusters Score -4030222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -4030215.000000 Penalty: 5167.987793
	Iteration 69Q: 3 clusters Score -4030215 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -4030227.750000 Penalty: 5167.987793
	Iteration 70Q: 3 clusters Score -4030228 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -4030224.250000 Penalty: 5167.987793
	Iteration 71Q: 3 clusters Score -4030224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -4030239.000000 Penalty: 5167.987793
	Iteration 72Q: 3 clusters Score -4030239 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -4030240.000000 Penalty: 5167.987793
	Iteration 73Q: 3 clusters Score -4030240 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -4030241.000000 Penalty: 5167.987793
	Iteration 74Q: 3 clusters Score -4030241 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -4030243.500000 Penalty: 5167.987793
	Iteration 75Q: 3 clusters Score -4030244 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -4030241.000000 Penalty: 5167.987793
	Iteration 76Q: 3 clusters Score -4030241 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -4030240.500000 Penalty: 5167.987793
	Iteration 77Q: 3 clusters Score -4030240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -4030253.500000 Penalty: 5167.987793
	Iteration 78Q: 3 clusters Score -4030254 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -4030243.250000 Penalty: 5167.987793
	Iteration 79Q: 3 clusters Score -4030243 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -4030247.750000 Penalty: 5167.987793
	Iteration 80F: 3 clusters Score -4030248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -4030255.250000 Penalty: 5167.987793
	Iteration 81Q: 3 clusters Score -4030255 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -4030256.750000 Penalty: 5167.987793
	Iteration 82Q: 3 clusters Score -4030257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -4030261.500000 Penalty: 5167.987793
	Iteration 83Q: 3 clusters Score -4030262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -4030266.750000 Penalty: 5167.987793
	Iteration 84Q: 3 clusters Score -4030267 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -4030267.000000 Penalty: 5167.987793
	Iteration 85Q: 3 clusters Score -4030267 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -4030260.250000 Penalty: 5167.987793
	Iteration 86Q: 3 clusters Score -4030260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -4030262.000000 Penalty: 5167.987793
	Iteration 87Q: 3 clusters Score -4030262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -4030255.500000 Penalty: 5167.987793
	Iteration 88Q: 3 clusters Score -4030256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -4030259.000000 Penalty: 5167.987793
	Iteration 89Q: 3 clusters Score -4030259 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -4030256.250000 Penalty: 5167.987793
	Iteration 90Q: 3 clusters Score -4030256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -4030248.750000 Penalty: 5167.987793
	Iteration 91Q: 3 clusters Score -4030249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -4030244.250000 Penalty: 5167.987793
	Iteration 92Q: 3 clusters Score -4030244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -4030260.500000 Penalty: 5167.987793
	Iteration 93Q: 3 clusters Score -4030260 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -4030264.500000 Penalty: 5167.987793
	Iteration 94Q: 3 clusters Score -4030264 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -4030269.000000 Penalty: 5167.987793
	Iteration 95Q: 3 clusters Score -4030269 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -4030272.500000 Penalty: 5167.987793
	Iteration 96Q: 3 clusters Score -4030272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -4030278.500000 Penalty: 5167.987793
	Iteration 97Q: 3 clusters Score -4030278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -4030279.000000 Penalty: 5167.987793
	Iteration 98Q: 3 clusters Score -4030279 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -4030291.750000 Penalty: 5167.987793
	Iteration 99Q: 3 clusters Score -4030292 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -4030290.500000 Penalty: 5167.987793
	Iteration 100F: 3 clusters Score -4030290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -4030289.750000 Penalty: 5167.987793
	Iteration 101Q: 3 clusters Score -4030290 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -4030295.000000 Penalty: 5167.987793
	Iteration 102Q: 3 clusters Score -4030295 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -4030302.750000 Penalty: 5167.987793
	Iteration 103Q: 3 clusters Score -4030303 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -4030309.000000 Penalty: 5167.987793
	Iteration 104Q: 3 clusters Score -4030309 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -4030316.500000 Penalty: 5167.987793
	Iteration 105Q: 3 clusters Score -4030316 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -4030318.500000 Penalty: 5167.987793
	Iteration 106Q: 3 clusters Score -4030318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -4030321.250000 Penalty: 5167.987793
	Iteration 107Q: 3 clusters Score -4030321 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -4030312.750000 Penalty: 5167.987793
	Iteration 108Q: 3 clusters Score -4030313 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -4030314.250000 Penalty: 5167.987793
	Iteration 109Q: 3 clusters Score -4030314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -4030325.000000 Penalty: 5167.987793
	Iteration 110Q: 3 clusters Score -4030325 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -4030328.000000 Penalty: 5167.987793
	Iteration 111Q: 3 clusters Score -4030328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -4030332.250000 Penalty: 5167.987793
	Iteration 112Q: 3 clusters Score -4030332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -4030334.250000 Penalty: 5167.987793
	Iteration 113Q: 3 clusters Score -4030334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -4030334.750000 Penalty: 5167.987793
	Iteration 114Q: 3 clusters Score -4030335 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -4030344.500000 Penalty: 5167.987793
	Iteration 115Q: 3 clusters Score -4030344 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -4030348.000000 Penalty: 5167.987793
	Iteration 116Q: 3 clusters Score -4030348 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -4030363.000000 Penalty: 5167.987793
	Iteration 117Q: 3 clusters Score -4030363 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -4030363.000000 Penalty: 5167.987793
	Iteration 118Q: 3 clusters Score -4030363 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -4030355.000000 Penalty: 5167.987793
	Iteration 119Q: 3 clusters Score -4030355 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -4030359.500000 Penalty: 5167.987793
	Iteration 120F: 3 clusters Score -4030360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -4030367.500000 Penalty: 5167.987793
	Iteration 121Q: 3 clusters Score -4030368 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -4030375.500000 Penalty: 5167.987793
	Iteration 122Q: 3 clusters Score -4030376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -4030368.250000 Penalty: 5167.987793
	Iteration 123Q: 3 clusters Score -4030368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -4030375.500000 Penalty: 5167.987793
	Iteration 124Q: 3 clusters Score -4030376 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -4030379.500000 Penalty: 5167.987793
	Iteration 125Q: 3 clusters Score -4030380 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4030389 nChanged 66
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Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4030395 nChanged 61
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Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4030404 nChanged 59
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Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4030411 nChanged 63
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Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4030423 nChanged 61
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Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4030438 nChanged 74
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Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4030438 nChanged 73
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Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4030434 nChanged 57
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Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4030434 nChanged 45
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Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4030434 nChanged 41
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Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4030446 nChanged 43
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Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4030445 nChanged 39
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Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4030452 nChanged 37
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Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4030446 nChanged 35
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Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4030443 nChanged 44
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Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4030456 nChanged 52
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Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 14109 members 
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	Iteration 143Q: 3 clusters Score -4030450 nChanged 56
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Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4030453 nChanged 60
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Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4030447 nChanged 67
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Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 13930 members 
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	Iteration 146Q: 3 clusters Score -4030465 nChanged 76
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Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4030479 nChanged 70
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Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4030488 nChanged 69
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Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 13717 members 
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	Iteration 149Q: 3 clusters Score -4030486 nChanged 76
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Mstep: Class 1 contains 19860 members 
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	Iteration 150Q: 3 clusters Score -4030492 nChanged 90
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	Iteration 151Q: 3 clusters Score -4030492 nChanged 107
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Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 13444 members 
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Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4030532 nChanged 119
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Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 13213 members 
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	Iteration 154Q: 3 clusters Score -4030545 nChanged 121
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Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 13092 members 
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Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 12962 members 
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	Iteration 156Q: 3 clusters Score -4030580 nChanged 132
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Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4030595 nChanged 130
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Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4030616 nChanged 129
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Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4030627 nChanged 147
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Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -4030640 nChanged 153
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Mstep: Class 1 contains 21224 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -4030662 nChanged 170
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Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 12107 members 
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	Iteration 162Q: 3 clusters Score -4030700 nChanged 192
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Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4030722 nChanged 187
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Mstep: Class 1 contains 21773 members 
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	Iteration 164Q: 3 clusters Score -4030750 nChanged 186
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Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 11542 members 
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	Iteration 165Q: 3 clusters Score -4030780 nChanged 187
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Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 11355 members 
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	Iteration 166Q: 3 clusters Score -4030806 nChanged 205
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Mstep: Class 1 contains 22351 members 
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	Iteration 167Q: 3 clusters Score -4030842 nChanged 189
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Mstep: Class 1 contains 22540 members 
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	Iteration 168Q: 3 clusters Score -4030868 nChanged 191
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Mstep: Class 1 contains 22731 members 
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	Iteration 169Q: 3 clusters Score -4030902 nChanged 189
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Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 10583 members 
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	Iteration 170Q: 3 clusters Score -4030935 nChanged 186
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Mstep: Class 1 contains 23104 members 
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	Iteration 171Q: 3 clusters Score -4030964 nChanged 196
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Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 10203 members 
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	Iteration 172Q: 3 clusters Score -4031002 nChanged 167
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Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -4031021 nChanged 173
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Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -4031049 nChanged 195
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Mstep: Class 1 contains 23833 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -4031078 nChanged 216
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Mstep: Class 1 contains 24047 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4031121 nChanged 216
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	Iteration 177Q: 3 clusters Score -4031136 nChanged 208
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Mstep: Class 1 contains 24469 members 
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	Iteration 178Q: 3 clusters Score -4031181 nChanged 239
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	Iteration 179Q: 3 clusters Score -4031230 nChanged 223
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Mstep: Class 1 contains 24931 members 
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	Iteration 180F: 3 clusters Score -4031272 nChanged 211
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	Iteration 181Q: 3 clusters Score -4031300 nChanged 186
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	Iteration 182Q: 3 clusters Score -4031339 nChanged 184
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	Iteration 183Q: 3 clusters Score -4031385 nChanged 191
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	Iteration 184Q: 3 clusters Score -4031411 nChanged 217
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Mstep: Class 1 contains 25918 members 
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	Iteration 185Q: 3 clusters Score -4031466 nChanged 219
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Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 7366 members 
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	Iteration 186Q: 3 clusters Score -4031512 nChanged 205
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Mstep: Class 2 contains 7163 members 
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	Iteration 187Q: 3 clusters Score -4031565 nChanged 172
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Mstep: Class 1 contains 26510 members 
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	Iteration 188Q: 3 clusters Score -4031593 nChanged 175
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Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 6816 members 
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	Iteration 189Q: 3 clusters Score -4031629 nChanged 172
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Mstep: Class 1 contains 26857 members 
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	Iteration 190Q: 3 clusters Score -4031666 nChanged 170
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Mstep: Class 1 contains 27027 members 
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	Iteration 191Q: 3 clusters Score -4031697 nChanged 159
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Mstep: Class 2 contains 6317 members 
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	Iteration 192Q: 3 clusters Score -4031728 nChanged 148
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Mstep: Class 2 contains 6169 members 
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	Iteration 193Q: 3 clusters Score -4031755 nChanged 147
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	Iteration 194Q: 3 clusters Score -4031778 nChanged 139
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Mstep: Class 1 contains 27614 members 
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	Iteration 195Q: 3 clusters Score -4031808 nChanged 118
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Mstep: Class 1 contains 27730 members 
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	Iteration 196Q: 3 clusters Score -4031828 nChanged 116
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Mstep: Class 1 contains 27846 members 
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	Iteration 197Q: 3 clusters Score -4031855 nChanged 113
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Mstep: Class 1 contains 27959 members 
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	Iteration 198Q: 3 clusters Score -4031864 nChanged 108
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	Iteration 199Q: 3 clusters Score -4031899 nChanged 79
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Score: -4031924.500000 Penalty: 5167.987793
	Iteration 200F: 3 clusters Score -4031924 nChanged 86
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	Iteration 201Q: 3 clusters Score -4031948 nChanged 90
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	Iteration 202Q: 3 clusters Score -4031968 nChanged 82
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	Iteration 203Q: 3 clusters Score -4031976 nChanged 82
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	Iteration 204Q: 3 clusters Score -4031998 nChanged 71
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	Iteration 205Q: 3 clusters Score -4032012 nChanged 66
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	Iteration 206Q: 3 clusters Score -4032012 nChanged 55
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -4032015 nChanged 51
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	Iteration 208Q: 3 clusters Score -4032018 nChanged 49
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Entering Unmasked Estep 
Score: -4032033.250000 Penalty: 5167.987793
	Iteration 209Q: 3 clusters Score -4032033 nChanged 51
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -4032037 nChanged 33
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Mstep: Class 1 contains 28832 members 
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	Iteration 211Q: 3 clusters Score -4032048 nChanged 31
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Mstep: Class 1 contains 28863 members 
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Score: -4032044.250000 Penalty: 5167.987793
	Iteration 212Q: 3 clusters Score -4032044 nChanged 31
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Mstep: Class 1 contains 28894 members 
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	Iteration 213Q: 3 clusters Score -4032048 nChanged 30
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Mstep: Class 1 contains 28924 members 
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	Iteration 214Q: 3 clusters Score -4032048 nChanged 32
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	Iteration 215Q: 3 clusters Score -4032058 nChanged 44
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Mstep: Class 1 contains 28998 members 
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	Iteration 216Q: 3 clusters Score -4032062 nChanged 44
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Mstep: Class 1 contains 29042 members 
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	Iteration 217Q: 3 clusters Score -4032062 nChanged 39
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Mstep: Class 1 contains 29081 members 
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	Iteration 218Q: 3 clusters Score -4032060 nChanged 36
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Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -4032060.750000 Penalty: 5167.987793
	Iteration 219Q: 3 clusters Score -4032061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -4032068.750000 Penalty: 5167.987793
	Iteration 220F: 3 clusters Score -4032069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -4032063.750000 Penalty: 5167.987793
	Iteration 221Q: 3 clusters Score -4032064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -4032065.750000 Penalty: 5167.987793
	Iteration 222Q: 3 clusters Score -4032066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -4032074.250000 Penalty: 5167.987793
	Iteration 223Q: 3 clusters Score -4032074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -4032070.750000 Penalty: 5167.987793
	Iteration 224Q: 3 clusters Score -4032071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -4032081.250000 Penalty: 5167.987793
	Iteration 225Q: 3 clusters Score -4032081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -4032082.500000 Penalty: 5167.987793
	Iteration 226Q: 3 clusters Score -4032082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -4032084.500000 Penalty: 5167.987793
	Iteration 227Q: 3 clusters Score -4032084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -4032098.250000 Penalty: 5167.987793
	Iteration 228Q: 3 clusters Score -4032098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -4032093.750000 Penalty: 5167.987793
	Iteration 229Q: 3 clusters Score -4032094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -4032091.500000 Penalty: 5167.987793
	Iteration 230Q: 3 clusters Score -4032092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -4032095.250000 Penalty: 5167.987793
	Iteration 231Q: 3 clusters Score -4032095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -4032091.500000 Penalty: 5167.987793
	Iteration 232Q: 3 clusters Score -4032092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -4032091.000000 Penalty: 5167.987793
	Iteration 233Q: 3 clusters Score -4032091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -4032095.750000 Penalty: 5167.987793
	Iteration 234Q: 3 clusters Score -4032096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -4032092.500000 Penalty: 5167.987793
	Iteration 235Q: 3 clusters Score -4032092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -4032094.250000 Penalty: 5167.987793
	Iteration 236Q: 3 clusters Score -4032094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -4032087.000000 Penalty: 5167.987793
	Iteration 237Q: 3 clusters Score -4032087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -4032091.000000 Penalty: 5167.987793
	Iteration 238Q: 3 clusters Score -4032091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -4032084.500000 Penalty: 5167.987793
	Iteration 239Q: 3 clusters Score -4032084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -4032089.000000 Penalty: 5167.987793
	Iteration 240F: 3 clusters Score -4032089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -4032093.500000 Penalty: 5167.987793
	Iteration 241Q: 3 clusters Score -4032094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -4032097.250000 Penalty: 5167.987793
	Iteration 242Q: 3 clusters Score -4032097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -4032101.250000 Penalty: 5167.987793
	Iteration 243Q: 3 clusters Score -4032101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -4032096.000000 Penalty: 5167.987793
	Iteration 244Q: 3 clusters Score -4032096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -4032096.500000 Penalty: 5167.987793
	Iteration 245Q: 3 clusters Score -4032096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -4032095.000000 Penalty: 5167.987793
	Iteration 246Q: 3 clusters Score -4032095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -4032098.000000 Penalty: 5167.987793
	Iteration 247Q: 3 clusters Score -4032098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -4032098.000000 Penalty: 5167.987793
	Iteration 248F: 3 clusters Score -4032098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -107184.679688 Penalty: 1699.356079
	Iteration 0F: 2 clusters Score -107184.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -105278.390625 Penalty: 3398.712158
	Iteration 0F: 3 clusters Score -105278.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -105605.726562 Penalty: 3398.712158
	Iteration 1F: 3 clusters Score -105605.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -105728.078125 Penalty: 3398.712158
	Iteration 2F: 3 clusters Score -105728.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -105791.945312 Penalty: 3398.712158
	Iteration 3Q: 3 clusters Score -105791.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -105846.960938 Penalty: 3398.712158
	Iteration 4Q: 3 clusters Score -105847 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -105959.421875 Penalty: 3398.712158
	Iteration 5Q: 3 clusters Score -105959.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -106040.265625 Penalty: 3398.712158
	Iteration 6Q: 3 clusters Score -106040.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -106087.578125 Penalty: 3398.712158
	Iteration 7Q: 3 clusters Score -106087.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -106122.343750 Penalty: 3398.712158
	Iteration 8Q: 3 clusters Score -106122.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -106154.757812 Penalty: 3398.712158
	Iteration 9Q: 3 clusters Score -106154.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -106181.140625 Penalty: 3398.712158
	Iteration 10Q: 3 clusters Score -106181.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -106207.148438 Penalty: 3398.712158
	Iteration 11Q: 3 clusters Score -106207.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -106227.867188 Penalty: 3398.712158
	Iteration 12Q: 3 clusters Score -106227.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -106246.687500 Penalty: 3398.712158
	Iteration 13Q: 3 clusters Score -106246.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -106265.468750 Penalty: 3398.712158
	Iteration 14Q: 3 clusters Score -106265.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -106281.226562 Penalty: 3398.712158
	Iteration 15Q: 3 clusters Score -106281.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -106285.007812 Penalty: 3398.712158
	Iteration 16Q: 3 clusters Score -106285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -106286.554688 Penalty: 3398.712158
	Iteration 17Q: 3 clusters Score -106286.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -106286.554688 Penalty: 3398.712158
	Iteration 18F: 3 clusters Score -106286.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Entering Unmasked Estep 
Score: -1245405.375000 Penalty: 2293.342041
	Iteration 0F: 2 clusters Score -1245405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1237563.750000 Penalty: 4586.684082
	Iteration 0F: 3 clusters Score -1237564 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1239756.750000 Penalty: 4586.684082
	Iteration 1F: 3 clusters Score -1239757 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1240014.625000 Penalty: 4586.684082
	Iteration 2F: 3 clusters Score -1240015 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1240205.000000 Penalty: 4586.684082
	Iteration 3Q: 3 clusters Score -1240205 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1240361.750000 Penalty: 4586.684082
	Iteration 4Q: 3 clusters Score -1240362 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1240476.625000 Penalty: 4586.684082
	Iteration 5Q: 3 clusters Score -1240477 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1240594.500000 Penalty: 4586.684082
	Iteration 6Q: 3 clusters Score -1240594 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1240747.375000 Penalty: 4586.684082
	Iteration 7Q: 3 clusters Score -1240747 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1240905.500000 Penalty: 4586.684082
	Iteration 8Q: 3 clusters Score -1240906 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1241084.375000 Penalty: 4586.684082
	Iteration 9Q: 3 clusters Score -1241084 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1241290.625000 Penalty: 4586.684082
	Iteration 10Q: 3 clusters Score -1241291 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1241519.500000 Penalty: 4586.684082
	Iteration 11Q: 3 clusters Score -1241520 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1241797.750000 Penalty: 4586.684082
	Iteration 12Q: 3 clusters Score -1241798 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1242063.250000 Penalty: 4586.684082
	Iteration 13Q: 3 clusters Score -1242063 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1242271.375000 Penalty: 4586.684082
	Iteration 14Q: 3 clusters Score -1242271 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1242450.875000 Penalty: 4586.684082
	Iteration 15Q: 3 clusters Score -1242451 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1242565.750000 Penalty: 4586.684082
	Iteration 16Q: 3 clusters Score -1242566 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1242633.875000 Penalty: 4586.684082
	Iteration 17Q: 3 clusters Score -1242634 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1242687.750000 Penalty: 4586.684082
	Iteration 18Q: 3 clusters Score -1242688 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1242733.375000 Penalty: 4586.684082
	Iteration 19Q: 3 clusters Score -1242733 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1242768.125000 Penalty: 4586.684082
	Iteration 20F: 3 clusters Score -1242768 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1242785.625000 Penalty: 4586.684082
	Iteration 21Q: 3 clusters Score -1242786 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1242803.000000 Penalty: 4586.684082
	Iteration 22Q: 3 clusters Score -1242803 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1242814.625000 Penalty: 4586.684082
	Iteration 23Q: 3 clusters Score -1242815 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1242823.125000 Penalty: 4586.684082
	Iteration 24Q: 3 clusters Score -1242823 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1242830.125000 Penalty: 4586.684082
	Iteration 25Q: 3 clusters Score -1242830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1242834.875000 Penalty: 4586.684082
	Iteration 26Q: 3 clusters Score -1242835 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1242838.000000 Penalty: 4586.684082
	Iteration 27Q: 3 clusters Score -1242838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1242845.500000 Penalty: 4586.684082
	Iteration 28Q: 3 clusters Score -1242846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1242846.375000 Penalty: 4586.684082
	Iteration 29Q: 3 clusters Score -1242846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1242846.000000 Penalty: 4586.684082
	Iteration 30Q: 3 clusters Score -1242846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1242849.000000 Penalty: 4586.684082
	Iteration 31Q: 3 clusters Score -1242849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1242852.250000 Penalty: 4586.684082
	Iteration 32Q: 3 clusters Score -1242852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1242853.250000 Penalty: 4586.684082
	Iteration 33Q: 3 clusters Score -1242853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1242852.750000 Penalty: 4586.684082
	Iteration 34Q: 3 clusters Score -1242853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1242854.625000 Penalty: 4586.684082
	Iteration 35Q: 3 clusters Score -1242855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1242855.875000 Penalty: 4586.684082
	Iteration 36Q: 3 clusters Score -1242856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1242854.875000 Penalty: 4586.684082
	Iteration 37Q: 3 clusters Score -1242855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1242856.750000 Penalty: 4586.684082
	Iteration 38Q: 3 clusters Score -1242857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1242856.750000 Penalty: 4586.684082
	Iteration 39F: 3 clusters Score -1242857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (209036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209036 members 
Entering Unmasked Estep 
Score: -24936558.000000 Penalty: 3038.064697
	Iteration 0F: 2 clusters Score -2.493656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104474 members 
Mstep: Class 2 contains 104562 members 
Entering Unmasked Estep 
Score: -24800904.000000 Penalty: 6076.129395
	Iteration 0F: 3 clusters Score -2.48009e+07 nChanged 100729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104213 members 
Mstep: Class 2 contains 104823 members 
Entering Unmasked Estep 
Score: -24859520.000000 Penalty: 6076.129395
	Iteration 1F: 3 clusters Score -2.485952e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103711 members 
Mstep: Class 2 contains 105325 members 
Entering Unmasked Estep 
Score: -24860850.000000 Penalty: 6076.129395
	Iteration 2Q: 3 clusters Score -2.486085e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102775 members 
Mstep: Class 2 contains 106261 members 
Entering Unmasked Estep 
Score: -24862838.000000 Penalty: 6076.129395
	Iteration 3Q: 3 clusters Score -2.486284e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101364 members 
Mstep: Class 2 contains 107672 members 
Entering Unmasked Estep 
Score: -24865900.000000 Penalty: 6076.129395
	Iteration 4Q: 3 clusters Score -2.48659e+07 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99111 members 
Mstep: Class 2 contains 109925 members 
Entering Unmasked Estep 
Score: -24871120.000000 Penalty: 6076.129395
	Iteration 5Q: 3 clusters Score -2.487112e+07 nChanged 12487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95626 members 
Mstep: Class 2 contains 113410 members 
Entering Unmasked Estep 
Score: -24879332.000000 Penalty: 6076.129395
	Iteration 6F: 3 clusters Score -2.487933e+07 nChanged 15482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90862 members 
Mstep: Class 2 contains 118174 members 
Entering Unmasked Estep 
Score: -24892012.000000 Penalty: 6076.129395
	Iteration 7F: 3 clusters Score -2.489201e+07 nChanged 16511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86369 members 
Mstep: Class 2 contains 122667 members 
Entering Unmasked Estep 
Score: -24905466.000000 Penalty: 6076.129395
	Iteration 8F: 3 clusters Score -2.490547e+07 nChanged 13602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84139 members 
Mstep: Class 2 contains 124897 members 
Entering Unmasked Estep 
Score: -24912974.000000 Penalty: 6076.129395
	Iteration 9F: 3 clusters Score -2.491297e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83551 members 
Mstep: Class 2 contains 125485 members 
Entering Unmasked Estep 
Score: -24915078.000000 Penalty: 6076.129395
	Iteration 10Q: 3 clusters Score -2.491508e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83658 members 
Mstep: Class 2 contains 125378 members 
Entering Unmasked Estep 
Score: -24916418.000000 Penalty: 6076.129395
	Iteration 11Q: 3 clusters Score -2.491642e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83996 members 
Mstep: Class 2 contains 125040 members 
Entering Unmasked Estep 
Score: -24917602.000000 Penalty: 6076.129395
	Iteration 12Q: 3 clusters Score -2.49176e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84508 members 
Mstep: Class 2 contains 124528 members 
Entering Unmasked Estep 
Score: -24918540.000000 Penalty: 6076.129395
	Iteration 13Q: 3 clusters Score -2.491854e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85175 members 
Mstep: Class 2 contains 123861 members 
Entering Unmasked Estep 
Score: -24919288.000000 Penalty: 6076.129395
	Iteration 14Q: 3 clusters Score -2.491929e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86071 members 
Mstep: Class 2 contains 122965 members 
Entering Unmasked Estep 
Score: -24920008.000000 Penalty: 6076.129395
	Iteration 15Q: 3 clusters Score -2.492001e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87094 members 
Mstep: Class 2 contains 121942 members 
Entering Unmasked Estep 
Score: -24920460.000000 Penalty: 6076.129395
	Iteration 16Q: 3 clusters Score -2.492046e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88107 members 
Mstep: Class 2 contains 120929 members 
Entering Unmasked Estep 
Score: -24920972.000000 Penalty: 6076.129395
	Iteration 17Q: 3 clusters Score -2.492097e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89191 members 
Mstep: Class 2 contains 119845 members 
Entering Unmasked Estep 
Score: -24921376.000000 Penalty: 6076.129395
	Iteration 18Q: 3 clusters Score -2.492138e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90345 members 
Mstep: Class 2 contains 118691 members 
Entering Unmasked Estep 
Score: -24921566.000000 Penalty: 6076.129395
	Iteration 19Q: 3 clusters Score -2.492157e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91499 members 
Mstep: Class 2 contains 117537 members 
Entering Unmasked Estep 
Score: -24921654.000000 Penalty: 6076.129395
	Iteration 20F: 3 clusters Score -2.492165e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92610 members 
Mstep: Class 2 contains 116426 members 
Entering Unmasked Estep 
Score: -24921736.000000 Penalty: 6076.129395
	Iteration 21Q: 3 clusters Score -2.492174e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93791 members 
Mstep: Class 2 contains 115245 members 
Entering Unmasked Estep 
Score: -24921876.000000 Penalty: 6076.129395
	Iteration 22Q: 3 clusters Score -2.492188e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94866 members 
Mstep: Class 2 contains 114170 members 
Entering Unmasked Estep 
Score: -24921948.000000 Penalty: 6076.129395
	Iteration 23Q: 3 clusters Score -2.492195e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95940 members 
Mstep: Class 2 contains 113096 members 
Entering Unmasked Estep 
Score: -24921974.000000 Penalty: 6076.129395
	Iteration 24Q: 3 clusters Score -2.492197e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96991 members 
Mstep: Class 2 contains 112045 members 
Entering Unmasked Estep 
Score: -24921942.000000 Penalty: 6076.129395
	Iteration 25Q: 3 clusters Score -2.492194e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98022 members 
Mstep: Class 2 contains 111014 members 
Entering Unmasked Estep 
Score: -24921846.000000 Penalty: 6076.129395
	Iteration 26Q: 3 clusters Score -2.492185e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99109 members 
Mstep: Class 2 contains 109927 members 
Entering Unmasked Estep 
Score: -24921918.000000 Penalty: 6076.129395
	Iteration 27Q: 3 clusters Score -2.492192e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100227 members 
Mstep: Class 2 contains 108809 members 
Entering Unmasked Estep 
Score: -24921932.000000 Penalty: 6076.129395
	Iteration 28Q: 3 clusters Score -2.492193e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101372 members 
Mstep: Class 2 contains 107664 members 
Entering Unmasked Estep 
Score: -24921916.000000 Penalty: 6076.129395
	Iteration 29Q: 3 clusters Score -2.492192e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102405 members 
Mstep: Class 2 contains 106631 members 
Entering Unmasked Estep 
Score: -24921808.000000 Penalty: 6076.129395
	Iteration 30Q: 3 clusters Score -2.492181e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103413 members 
Mstep: Class 2 contains 105623 members 
Entering Unmasked Estep 
Score: -24921728.000000 Penalty: 6076.129395
	Iteration 31Q: 3 clusters Score -2.492173e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104462 members 
Mstep: Class 2 contains 104574 members 
Entering Unmasked Estep 
Score: -24921668.000000 Penalty: 6076.129395
	Iteration 32Q: 3 clusters Score -2.492167e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105448 members 
Mstep: Class 2 contains 103588 members 
Entering Unmasked Estep 
Score: -24921706.000000 Penalty: 6076.129395
	Iteration 33Q: 3 clusters Score -2.492171e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106405 members 
Mstep: Class 2 contains 102631 members 
Entering Unmasked Estep 
Score: -24921646.000000 Penalty: 6076.129395
	Iteration 34Q: 3 clusters Score -2.492165e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107346 members 
Mstep: Class 2 contains 101690 members 
Entering Unmasked Estep 
Score: -24921602.000000 Penalty: 6076.129395
	Iteration 35Q: 3 clusters Score -2.49216e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108212 members 
Mstep: Class 2 contains 100824 members 
Entering Unmasked Estep 
Score: -24921504.000000 Penalty: 6076.129395
	Iteration 36Q: 3 clusters Score -2.49215e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108996 members 
Mstep: Class 2 contains 100040 members 
Entering Unmasked Estep 
Score: -24921410.000000 Penalty: 6076.129395
	Iteration 37Q: 3 clusters Score -2.492141e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109683 members 
Mstep: Class 2 contains 99353 members 
Entering Unmasked Estep 
Score: -24921354.000000 Penalty: 6076.129395
	Iteration 38Q: 3 clusters Score -2.492135e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110337 members 
Mstep: Class 2 contains 98699 members 
Entering Unmasked Estep 
Score: -24921326.000000 Penalty: 6076.129395
	Iteration 39Q: 3 clusters Score -2.492133e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110976 members 
Mstep: Class 2 contains 98060 members 
Entering Unmasked Estep 
Score: -24921228.000000 Penalty: 6076.129395
	Iteration 40F: 3 clusters Score -2.492123e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111609 members 
Mstep: Class 2 contains 97427 members 
Entering Unmasked Estep 
Score: -24921104.000000 Penalty: 6076.129395
	Iteration 41Q: 3 clusters Score -2.49211e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112205 members 
Mstep: Class 2 contains 96831 members 
Entering Unmasked Estep 
Score: -24921082.000000 Penalty: 6076.129395
	Iteration 42Q: 3 clusters Score -2.492108e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112798 members 
Mstep: Class 2 contains 96238 members 
Entering Unmasked Estep 
Score: -24921038.000000 Penalty: 6076.129395
	Iteration 43Q: 3 clusters Score -2.492104e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113386 members 
Mstep: Class 2 contains 95650 members 
Entering Unmasked Estep 
Score: -24920976.000000 Penalty: 6076.129395
	Iteration 44Q: 3 clusters Score -2.492098e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113926 members 
Mstep: Class 2 contains 95110 members 
Entering Unmasked Estep 
Score: -24920876.000000 Penalty: 6076.129395
	Iteration 45Q: 3 clusters Score -2.492088e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114390 members 
Mstep: Class 2 contains 94646 members 
Entering Unmasked Estep 
Score: -24920818.000000 Penalty: 6076.129395
	Iteration 46Q: 3 clusters Score -2.492082e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114874 members 
Mstep: Class 2 contains 94162 members 
Entering Unmasked Estep 
Score: -24920744.000000 Penalty: 6076.129395
	Iteration 47Q: 3 clusters Score -2.492074e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115396 members 
Mstep: Class 2 contains 93640 members 
Entering Unmasked Estep 
Score: -24920706.000000 Penalty: 6076.129395
	Iteration 48Q: 3 clusters Score -2.492071e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115909 members 
Mstep: Class 2 contains 93127 members 
Entering Unmasked Estep 
Score: -24920658.000000 Penalty: 6076.129395
	Iteration 49Q: 3 clusters Score -2.492066e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116414 members 
Mstep: Class 2 contains 92622 members 
Entering Unmasked Estep 
Score: -24920630.000000 Penalty: 6076.129395
	Iteration 50Q: 3 clusters Score -2.492063e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116951 members 
Mstep: Class 2 contains 92085 members 
Entering Unmasked Estep 
Score: -24920536.000000 Penalty: 6076.129395
	Iteration 51Q: 3 clusters Score -2.492054e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117450 members 
Mstep: Class 2 contains 91586 members 
Entering Unmasked Estep 
Score: -24920546.000000 Penalty: 6076.129395
	Iteration 52Q: 3 clusters Score -2.492055e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118002 members 
Mstep: Class 2 contains 91034 members 
Entering Unmasked Estep 
Score: -24920500.000000 Penalty: 6076.129395
	Iteration 53Q: 3 clusters Score -2.49205e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118569 members 
Mstep: Class 2 contains 90467 members 
Entering Unmasked Estep 
Score: -24920322.000000 Penalty: 6076.129395
	Iteration 54Q: 3 clusters Score -2.492032e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119135 members 
Mstep: Class 2 contains 89901 members 
Entering Unmasked Estep 
Score: -24920266.000000 Penalty: 6076.129395
	Iteration 55Q: 3 clusters Score -2.492027e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119743 members 
Mstep: Class 2 contains 89293 members 
Entering Unmasked Estep 
Score: -24920234.000000 Penalty: 6076.129395
	Iteration 56Q: 3 clusters Score -2.492023e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120358 members 
Mstep: Class 2 contains 88678 members 
Entering Unmasked Estep 
Score: -24920162.000000 Penalty: 6076.129395
	Iteration 57Q: 3 clusters Score -2.492016e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120988 members 
Mstep: Class 2 contains 88048 members 
Entering Unmasked Estep 
Score: -24920108.000000 Penalty: 6076.129395
	Iteration 58Q: 3 clusters Score -2.492011e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121607 members 
Mstep: Class 2 contains 87429 members 
Entering Unmasked Estep 
Score: -24919980.000000 Penalty: 6076.129395
	Iteration 59Q: 3 clusters Score -2.491998e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122316 members 
Mstep: Class 2 contains 86720 members 
Entering Unmasked Estep 
Score: -24919836.000000 Penalty: 6076.129395
	Iteration 60F: 3 clusters Score -2.491984e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123138 members 
Mstep: Class 2 contains 85898 members 
Entering Unmasked Estep 
Score: -24919710.000000 Penalty: 6076.129395
	Iteration 61Q: 3 clusters Score -2.491971e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123963 members 
Mstep: Class 2 contains 85073 members 
Entering Unmasked Estep 
Score: -24919612.000000 Penalty: 6076.129395
	Iteration 62Q: 3 clusters Score -2.491961e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124808 members 
Mstep: Class 2 contains 84228 members 
Entering Unmasked Estep 
Score: -24919548.000000 Penalty: 6076.129395
	Iteration 63Q: 3 clusters Score -2.491955e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125710 members 
Mstep: Class 2 contains 83326 members 
Entering Unmasked Estep 
Score: -24919416.000000 Penalty: 6076.129395
	Iteration 64Q: 3 clusters Score -2.491942e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126652 members 
Mstep: Class 2 contains 82384 members 
Entering Unmasked Estep 
Score: -24919256.000000 Penalty: 6076.129395
	Iteration 65Q: 3 clusters Score -2.491926e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127584 members 
Mstep: Class 2 contains 81452 members 
Entering Unmasked Estep 
Score: -24919114.000000 Penalty: 6076.129395
	Iteration 66Q: 3 clusters Score -2.491911e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128468 members 
Mstep: Class 2 contains 80568 members 
Entering Unmasked Estep 
Score: -24919002.000000 Penalty: 6076.129395
	Iteration 67Q: 3 clusters Score -2.4919e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129394 members 
Mstep: Class 2 contains 79642 members 
Entering Unmasked Estep 
Score: -24918902.000000 Penalty: 6076.129395
	Iteration 68Q: 3 clusters Score -2.49189e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130262 members 
Mstep: Class 2 contains 78774 members 
Entering Unmasked Estep 
Score: -24918828.000000 Penalty: 6076.129395
	Iteration 69Q: 3 clusters Score -2.491883e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131231 members 
Mstep: Class 2 contains 77805 members 
Entering Unmasked Estep 
Score: -24918640.000000 Penalty: 6076.129395
	Iteration 70Q: 3 clusters Score -2.491864e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132217 members 
Mstep: Class 2 contains 76819 members 
Entering Unmasked Estep 
Score: -24918596.000000 Penalty: 6076.129395
	Iteration 71Q: 3 clusters Score -2.49186e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133206 members 
Mstep: Class 2 contains 75830 members 
Entering Unmasked Estep 
Score: -24918554.000000 Penalty: 6076.129395
	Iteration 72Q: 3 clusters Score -2.491855e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134228 members 
Mstep: Class 2 contains 74808 members 
Entering Unmasked Estep 
Score: -24918426.000000 Penalty: 6076.129395
	Iteration 73Q: 3 clusters Score -2.491843e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135271 members 
Mstep: Class 2 contains 73765 members 
Entering Unmasked Estep 
Score: -24918262.000000 Penalty: 6076.129395
	Iteration 74Q: 3 clusters Score -2.491826e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136371 members 
Mstep: Class 2 contains 72665 members 
Entering Unmasked Estep 
Score: -24918108.000000 Penalty: 6076.129395
	Iteration 75Q: 3 clusters Score -2.491811e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137523 members 
Mstep: Class 2 contains 71513 members 
Entering Unmasked Estep 
Score: -24918092.000000 Penalty: 6076.129395
	Iteration 76Q: 3 clusters Score -2.491809e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138726 members 
Mstep: Class 2 contains 70310 members 
Entering Unmasked Estep 
Score: -24917960.000000 Penalty: 6076.129395
	Iteration 77Q: 3 clusters Score -2.491796e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139992 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -24917908.000000 Penalty: 6076.129395
	Iteration 78Q: 3 clusters Score -2.491791e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141366 members 
Mstep: Class 2 contains 67670 members 
Entering Unmasked Estep 
Score: -24917846.000000 Penalty: 6076.129395
	Iteration 79Q: 3 clusters Score -2.491785e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142891 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
Score: -24917608.000000 Penalty: 6076.129395
	Iteration 80F: 3 clusters Score -2.491761e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144424 members 
Mstep: Class 2 contains 64612 members 
Entering Unmasked Estep 
Score: -24917672.000000 Penalty: 6076.129395
	Iteration 81Q: 3 clusters Score -2.491767e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146067 members 
Mstep: Class 2 contains 62969 members 
Entering Unmasked Estep 
Score: -24917638.000000 Penalty: 6076.129395
	Iteration 82Q: 3 clusters Score -2.491764e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147929 members 
Mstep: Class 2 contains 61107 members 
Entering Unmasked Estep 
Score: -24917480.000000 Penalty: 6076.129395
	Iteration 83Q: 3 clusters Score -2.491748e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149900 members 
Mstep: Class 2 contains 59136 members 
Entering Unmasked Estep 
Score: -24917506.000000 Penalty: 6076.129395
	Iteration 84Q: 3 clusters Score -2.491751e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152047 members 
Mstep: Class 2 contains 56989 members 
Entering Unmasked Estep 
Score: -24917416.000000 Penalty: 6076.129395
	Iteration 85Q: 3 clusters Score -2.491742e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154394 members 
Mstep: Class 2 contains 54642 members 
Entering Unmasked Estep 
Score: -24917570.000000 Penalty: 6076.129395
	Iteration 86Q: 3 clusters Score -2.491757e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156912 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -24917656.000000 Penalty: 6076.129395
	Iteration 87Q: 3 clusters Score -2.491766e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159484 members 
Mstep: Class 2 contains 49552 members 
Entering Unmasked Estep 
Score: -24917702.000000 Penalty: 6076.129395
	Iteration 88Q: 3 clusters Score -2.49177e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162144 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -24917972.000000 Penalty: 6076.129395
	Iteration 89Q: 3 clusters Score -2.491797e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164757 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -24918162.000000 Penalty: 6076.129395
	Iteration 90Q: 3 clusters Score -2.491816e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167471 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -24918362.000000 Penalty: 6076.129395
	Iteration 91Q: 3 clusters Score -2.491836e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170216 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -24918782.000000 Penalty: 6076.129395
	Iteration 92Q: 3 clusters Score -2.491878e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173004 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -24919152.000000 Penalty: 6076.129395
	Iteration 93Q: 3 clusters Score -2.491915e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175934 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -24919572.000000 Penalty: 6076.129395
	Iteration 94Q: 3 clusters Score -2.491957e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178764 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -24920174.000000 Penalty: 6076.129395
	Iteration 95Q: 3 clusters Score -2.492017e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181523 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -24920664.000000 Penalty: 6076.129395
	Iteration 96Q: 3 clusters Score -2.492066e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184103 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -24921244.000000 Penalty: 6076.129395
	Iteration 97Q: 3 clusters Score -2.492124e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186498 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -24921752.000000 Penalty: 6076.129395
	Iteration 98Q: 3 clusters Score -2.492175e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188682 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -24922266.000000 Penalty: 6076.129395
	Iteration 99Q: 3 clusters Score -2.492227e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190772 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -24923846.000000 Penalty: 6076.129395
	Iteration 100F: 3 clusters Score -2.492385e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192816 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -24925426.000000 Penalty: 6076.129395
	Iteration 101Q: 3 clusters Score -2.492543e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194700 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -24926802.000000 Penalty: 6076.129395
	Iteration 102Q: 3 clusters Score -2.49268e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196424 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -24927938.000000 Penalty: 6076.129395
	Iteration 103Q: 3 clusters Score -2.492794e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197974 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -24928838.000000 Penalty: 6076.129395
	Iteration 104Q: 3 clusters Score -2.492884e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199370 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -24929670.000000 Penalty: 6076.129395
	Iteration 105Q: 3 clusters Score -2.492967e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200623 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -24930474.000000 Penalty: 6076.129395
	Iteration 106Q: 3 clusters Score -2.493047e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201754 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -24931046.000000 Penalty: 6076.129395
	Iteration 107Q: 3 clusters Score -2.493105e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202731 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -24931536.000000 Penalty: 6076.129395
	Iteration 108Q: 3 clusters Score -2.493154e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203559 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -24931852.000000 Penalty: 6076.129395
	Iteration 109Q: 3 clusters Score -2.493185e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204270 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -24932180.000000 Penalty: 6076.129395
	Iteration 110Q: 3 clusters Score -2.493218e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204893 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -24932422.000000 Penalty: 6076.129395
	Iteration 111Q: 3 clusters Score -2.493242e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205436 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -24932700.000000 Penalty: 6076.129395
	Iteration 112Q: 3 clusters Score -2.49327e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205877 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -24932972.000000 Penalty: 6076.129395
	Iteration 113Q: 3 clusters Score -2.493297e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206226 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -24933098.000000 Penalty: 6076.129395
	Iteration 114Q: 3 clusters Score -2.49331e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206511 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -24933280.000000 Penalty: 6076.129395
	Iteration 115Q: 3 clusters Score -2.493328e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206737 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -24933352.000000 Penalty: 6076.129395
	Iteration 116Q: 3 clusters Score -2.493335e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206919 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -24933440.000000 Penalty: 6076.129395
	Iteration 117Q: 3 clusters Score -2.493344e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207066 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -24933534.000000 Penalty: 6076.129395
	Iteration 118Q: 3 clusters Score -2.493353e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207199 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -24933572.000000 Penalty: 6076.129395
	Iteration 119Q: 3 clusters Score -2.493357e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207316 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -24933646.000000 Penalty: 6076.129395
	Iteration 120F: 3 clusters Score -2.493365e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207406 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -24933680.000000 Penalty: 6076.129395
	Iteration 121Q: 3 clusters Score -2.493368e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207467 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -24933706.000000 Penalty: 6076.129395
	Iteration 122Q: 3 clusters Score -2.493371e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207528 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -24933736.000000 Penalty: 6076.129395
	Iteration 123Q: 3 clusters Score -2.493374e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207583 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -24933762.000000 Penalty: 6076.129395
	Iteration 124Q: 3 clusters Score -2.493376e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207623 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -24933784.000000 Penalty: 6076.129395
	Iteration 125Q: 3 clusters Score -2.493378e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207661 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -24933804.000000 Penalty: 6076.129395
	Iteration 126Q: 3 clusters Score -2.49338e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207711 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -24933790.000000 Penalty: 6076.129395
	Iteration 127Q: 3 clusters Score -2.493379e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207747 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -24933816.000000 Penalty: 6076.129395
	Iteration 128Q: 3 clusters Score -2.493382e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207775 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -24933852.000000 Penalty: 6076.129395
	Iteration 129Q: 3 clusters Score -2.493385e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207796 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -24933848.000000 Penalty: 6076.129395
	Iteration 130Q: 3 clusters Score -2.493385e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207806 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -24933862.000000 Penalty: 6076.129395
	Iteration 131Q: 3 clusters Score -2.493386e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207814 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -24933874.000000 Penalty: 6076.129395
	Iteration 132Q: 3 clusters Score -2.493387e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207821 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -24933872.000000 Penalty: 6076.129395
	Iteration 133Q: 3 clusters Score -2.493387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207826 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -24933878.000000 Penalty: 6076.129395
	Iteration 134Q: 3 clusters Score -2.493388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207832 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -24933872.000000 Penalty: 6076.129395
	Iteration 135Q: 3 clusters Score -2.493387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207839 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -24933868.000000 Penalty: 6076.129395
	Iteration 136Q: 3 clusters Score -2.493387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207843 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -24933860.000000 Penalty: 6076.129395
	Iteration 137Q: 3 clusters Score -2.493386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207852 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -24933872.000000 Penalty: 6076.129395
	Iteration 138Q: 3 clusters Score -2.493387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207856 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -24933882.000000 Penalty: 6076.129395
	Iteration 139Q: 3 clusters Score -2.493388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207859 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -24933878.000000 Penalty: 6076.129395
	Iteration 140F: 3 clusters Score -2.493388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207864 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -24933876.000000 Penalty: 6076.129395
	Iteration 141Q: 3 clusters Score -2.493388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207872 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -24933862.000000 Penalty: 6076.129395
	Iteration 142Q: 3 clusters Score -2.493386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207880 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -24933858.000000 Penalty: 6076.129395
	Iteration 143Q: 3 clusters Score -2.493386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207887 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -24933866.000000 Penalty: 6076.129395
	Iteration 144Q: 3 clusters Score -2.493387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207896 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -24933874.000000 Penalty: 6076.129395
	Iteration 145Q: 3 clusters Score -2.493387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207900 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -24933862.000000 Penalty: 6076.129395
	Iteration 146Q: 3 clusters Score -2.493386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207902 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -24933866.000000 Penalty: 6076.129395
	Iteration 147Q: 3 clusters Score -2.493387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207902 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -24933868.000000 Penalty: 6076.129395
	Iteration 148Q: 3 clusters Score -2.493387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207902 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -24933872.000000 Penalty: 6076.129395
	Iteration 149Q: 3 clusters Score -2.493387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207902 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -24933872.000000 Penalty: 6076.129395
	Iteration 150F: 3 clusters Score -2.493387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (148501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148501 members 
Entering Unmasked Estep 
Score: -17691880.000000 Penalty: 2953.270020
	Iteration 0F: 2 clusters Score -1.769188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74008 members 
Mstep: Class 2 contains 74493 members 
Entering Unmasked Estep 
Score: -17592814.000000 Penalty: 5906.540039
	Iteration 0F: 3 clusters Score -1.759281e+07 nChanged 71225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70813 members 
Mstep: Class 2 contains 77688 members 
Entering Unmasked Estep 
Score: -17633914.000000 Penalty: 5906.540039
	Iteration 1F: 3 clusters Score -1.763391e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68695 members 
Mstep: Class 2 contains 79806 members 
Entering Unmasked Estep 
Score: -17634944.000000 Penalty: 5906.540039
	Iteration 2Q: 3 clusters Score -1.763494e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65370 members 
Mstep: Class 2 contains 83131 members 
Entering Unmasked Estep 
Score: -17636288.000000 Penalty: 5906.540039
	Iteration 3Q: 3 clusters Score -1.763629e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60252 members 
Mstep: Class 2 contains 88249 members 
Entering Unmasked Estep 
Score: -17638846.000000 Penalty: 5906.540039
	Iteration 4Q: 3 clusters Score -1.763885e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 95704 members 
Entering Unmasked Estep 
Score: -17643176.000000 Penalty: 5906.540039
	Iteration 5F: 3 clusters Score -1.764318e+07 nChanged 10301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 105855 members 
Entering Unmasked Estep 
Score: -17650722.000000 Penalty: 5906.540039
	Iteration 6F: 3 clusters Score -1.765072e+07 nChanged 12055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 117858 members 
Entering Unmasked Estep 
Score: -17660972.000000 Penalty: 5906.540039
	Iteration 7F: 3 clusters Score -1.766097e+07 nChanged 12032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 129870 members 
Entering Unmasked Estep 
Score: -17672290.000000 Penalty: 5906.540039
	Iteration 8F: 3 clusters Score -1.767229e+07 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 139322 members 
Entering Unmasked Estep 
Score: -17681300.000000 Penalty: 5906.540039
	Iteration 9F: 3 clusters Score -1.76813e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 144671 members 
Entering Unmasked Estep 
Score: -17686160.000000 Penalty: 5906.540039
	Iteration 10Q: 3 clusters Score -1.768616e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 146868 members 
Entering Unmasked Estep 
Score: -17687952.000000 Penalty: 5906.540039
	Iteration 11Q: 3 clusters Score -1.768795e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 147662 members 
Entering Unmasked Estep 
Score: -17688568.000000 Penalty: 5906.540039
	Iteration 12Q: 3 clusters Score -1.768857e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 147959 members 
Entering Unmasked Estep 
Score: -17688902.000000 Penalty: 5906.540039
	Iteration 13Q: 3 clusters Score -1.76889e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 148071 members 
Entering Unmasked Estep 
Score: -17689042.000000 Penalty: 5906.540039
	Iteration 14Q: 3 clusters Score -1.768904e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 148128 members 
Entering Unmasked Estep 
Score: -17689132.000000 Penalty: 5906.540039
	Iteration 15Q: 3 clusters Score -1.768913e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 148167 members 
Entering Unmasked Estep 
Score: -17689204.000000 Penalty: 5906.540039
	Iteration 16Q: 3 clusters Score -1.76892e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 148181 members 
Entering Unmasked Estep 
Score: -17689216.000000 Penalty: 5906.540039
	Iteration 17Q: 3 clusters Score -1.768922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 148183 members 
Entering Unmasked Estep 
Score: -17689222.000000 Penalty: 5906.540039
	Iteration 18Q: 3 clusters Score -1.768922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 148185 members 
Entering Unmasked Estep 
Score: -17689224.000000 Penalty: 5906.540039
	Iteration 19Q: 3 clusters Score -1.768922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 148189 members 
Entering Unmasked Estep 
Score: -17689240.000000 Penalty: 5906.540039
	Iteration 20F: 3 clusters Score -1.768924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 148191 members 
Entering Unmasked Estep 
Score: -17689242.000000 Penalty: 5906.540039
	Iteration 21Q: 3 clusters Score -1.768924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 148192 members 
Entering Unmasked Estep 
Score: -17689244.000000 Penalty: 5906.540039
	Iteration 22Q: 3 clusters Score -1.768924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 148193 members 
Entering Unmasked Estep 
Score: -17689244.000000 Penalty: 5906.540039
	Iteration 23Q: 3 clusters Score -1.768924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 148194 members 
Entering Unmasked Estep 
Score: -17689246.000000 Penalty: 5906.540039
	Iteration 24Q: 3 clusters Score -1.768925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 148194 members 
Entering Unmasked Estep 
Score: -17689246.000000 Penalty: 5906.540039
	Iteration 25F: 3 clusters Score -1.768925e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Entering Unmasked Estep 
Score: -1829356.500000 Penalty: 2388.753906
	Iteration 0F: 2 clusters Score -1829356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1818283.625000 Penalty: 4777.507812
	Iteration 0F: 3 clusters Score -1818284 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1822037.000000 Penalty: 4777.507812
	Iteration 1F: 3 clusters Score -1822037 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1822675.500000 Penalty: 4777.507812
	Iteration 2F: 3 clusters Score -1822676 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1823373.125000 Penalty: 4777.507812
	Iteration 3F: 3 clusters Score -1823373 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1824108.375000 Penalty: 4777.507812
	Iteration 4F: 3 clusters Score -1824108 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1824806.625000 Penalty: 4777.507812
	Iteration 5F: 3 clusters Score -1824807 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1825489.000000 Penalty: 4777.507812
	Iteration 6F: 3 clusters Score -1825489 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1826115.625000 Penalty: 4777.507812
	Iteration 7F: 3 clusters Score -1826116 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1826630.250000 Penalty: 4777.507812
	Iteration 8Q: 3 clusters Score -1826630 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1827073.250000 Penalty: 4777.507812
	Iteration 9Q: 3 clusters Score -1827073 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1827338.125000 Penalty: 4777.507812
	Iteration 10Q: 3 clusters Score -1827338 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1827491.500000 Penalty: 4777.507812
	Iteration 11Q: 3 clusters Score -1827492 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1827599.750000 Penalty: 4777.507812
	Iteration 12Q: 3 clusters Score -1827600 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1827685.125000 Penalty: 4777.507812
	Iteration 13Q: 3 clusters Score -1827685 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1827776.000000 Penalty: 4777.507812
	Iteration 14Q: 3 clusters Score -1827776 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1827853.125000 Penalty: 4777.507812
	Iteration 15Q: 3 clusters Score -1827853 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1827913.750000 Penalty: 4777.507812
	Iteration 16Q: 3 clusters Score -1827914 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1827959.375000 Penalty: 4777.507812
	Iteration 17Q: 3 clusters Score -1827959 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1827998.500000 Penalty: 4777.507812
	Iteration 18Q: 3 clusters Score -1827998 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1828017.750000 Penalty: 4777.507812
	Iteration 19Q: 3 clusters Score -1828018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1828029.000000 Penalty: 4777.507812
	Iteration 20F: 3 clusters Score -1828029 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1828043.125000 Penalty: 4777.507812
	Iteration 21Q: 3 clusters Score -1828043 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1828056.750000 Penalty: 4777.507812
	Iteration 22Q: 3 clusters Score -1828057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1828065.250000 Penalty: 4777.507812
	Iteration 23Q: 3 clusters Score -1828065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1828075.125000 Penalty: 4777.507812
	Iteration 24Q: 3 clusters Score -1828075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1828083.000000 Penalty: 4777.507812
	Iteration 25Q: 3 clusters Score -1828083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1828081.125000 Penalty: 4777.507812
	Iteration 26Q: 3 clusters Score -1828081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1828082.000000 Penalty: 4777.507812
	Iteration 27Q: 3 clusters Score -1828082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1828082.000000 Penalty: 4777.507812
	Iteration 28Q: 3 clusters Score -1828082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1828084.125000 Penalty: 4777.507812
	Iteration 29Q: 3 clusters Score -1828084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1828084.875000 Penalty: 4777.507812
	Iteration 30Q: 3 clusters Score -1828085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1828085.500000 Penalty: 4777.507812
	Iteration 31Q: 3 clusters Score -1828086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1828086.125000 Penalty: 4777.507812
	Iteration 32Q: 3 clusters Score -1828086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1828087.500000 Penalty: 4777.507812
	Iteration 33Q: 3 clusters Score -1828088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1828087.500000 Penalty: 4777.507812
	Iteration 34F: 3 clusters Score -1828088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -120102.617188 Penalty: 1738.781006
	Iteration 0F: 2 clusters Score -120102.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -118062.507812 Penalty: 3477.562012
	Iteration 0F: 3 clusters Score -118062.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -118369.945312 Penalty: 3477.562012
	Iteration 1F: 3 clusters Score -118369.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -118468.835938 Penalty: 3477.562012
	Iteration 2F: 3 clusters Score -118468.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -118513.937500 Penalty: 3477.562012
	Iteration 3Q: 3 clusters Score -118513.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -118541.367188 Penalty: 3477.562012
	Iteration 4Q: 3 clusters Score -118541.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -118558.656250 Penalty: 3477.562012
	Iteration 5Q: 3 clusters Score -118558.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -118574.718750 Penalty: 3477.562012
	Iteration 6Q: 3 clusters Score -118574.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -118587.843750 Penalty: 3477.562012
	Iteration 7Q: 3 clusters Score -118587.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -118607.140625 Penalty: 3477.562012
	Iteration 8Q: 3 clusters Score -118607.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -118617.476562 Penalty: 3477.562012
	Iteration 9Q: 3 clusters Score -118617.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -118623.765625 Penalty: 3477.562012
	Iteration 10Q: 3 clusters Score -118623.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -118632.609375 Penalty: 3477.562012
	Iteration 11Q: 3 clusters Score -118632.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -118652.632812 Penalty: 3477.562012
	Iteration 12Q: 3 clusters Score -118652.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -118682.039062 Penalty: 3477.562012
	Iteration 13Q: 3 clusters Score -118682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -118711.867188 Penalty: 3477.562012
	Iteration 14Q: 3 clusters Score -118711.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -118736.320312 Penalty: 3477.562012
	Iteration 15Q: 3 clusters Score -118736.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -118761.351562 Penalty: 3477.562012
	Iteration 16Q: 3 clusters Score -118761.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -118782.546875 Penalty: 3477.562012
	Iteration 17Q: 3 clusters Score -118782.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -118793.945312 Penalty: 3477.562012
	Iteration 18Q: 3 clusters Score -118793.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -118810.187500 Penalty: 3477.562012
	Iteration 19Q: 3 clusters Score -118810.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -118834.671875 Penalty: 3477.562012
	Iteration 20F: 3 clusters Score -118834.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -118869.367188 Penalty: 3477.562012
	Iteration 21Q: 3 clusters Score -118869.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -118917.515625 Penalty: 3477.562012
	Iteration 22Q: 3 clusters Score -118917.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -118961.156250 Penalty: 3477.562012
	Iteration 23Q: 3 clusters Score -118961.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -118996.718750 Penalty: 3477.562012
	Iteration 24Q: 3 clusters Score -118996.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -119020.757812 Penalty: 3477.562012
	Iteration 25Q: 3 clusters Score -119020.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -119039.687500 Penalty: 3477.562012
	Iteration 26Q: 3 clusters Score -119039.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -119070.898438 Penalty: 3477.562012
	Iteration 27Q: 3 clusters Score -119070.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -119107.367188 Penalty: 3477.562012
	Iteration 28Q: 3 clusters Score -119107.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -119146.835938 Penalty: 3477.562012
	Iteration 29Q: 3 clusters Score -119146.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -119201.945312 Penalty: 3477.562012
	Iteration 30Q: 3 clusters Score -119201.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -119265.054688 Penalty: 3477.562012
	Iteration 31Q: 3 clusters Score -119265.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -119360.046875 Penalty: 3477.562012
	Iteration 32Q: 3 clusters Score -119360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -119417.476562 Penalty: 3477.562012
	Iteration 33Q: 3 clusters Score -119417.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -119498.718750 Penalty: 3477.562012
	Iteration 34Q: 3 clusters Score -119498.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -119567.937500 Penalty: 3477.562012
	Iteration 35Q: 3 clusters Score -119567.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -119599.289062 Penalty: 3477.562012
	Iteration 36Q: 3 clusters Score -119599.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -119613.210938 Penalty: 3477.562012
	Iteration 37Q: 3 clusters Score -119613.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -119618.507812 Penalty: 3477.562012
	Iteration 38Q: 3 clusters Score -119618.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -119622.023438 Penalty: 3477.562012
	Iteration 39Q: 3 clusters Score -119622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -119632.007812 Penalty: 3477.562012
	Iteration 40F: 3 clusters Score -119632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -119647.062500 Penalty: 3477.562012
	Iteration 41Q: 3 clusters Score -119647.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -119657.664062 Penalty: 3477.562012
	Iteration 42Q: 3 clusters Score -119657.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -119659.695312 Penalty: 3477.562012
	Iteration 43Q: 3 clusters Score -119659.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -119659.695312 Penalty: 3477.562012
	Iteration 44F: 3 clusters Score -119659.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 29918 members 
Mstep: Class 4 contains 15844 members 
Mstep: Class 5 contains 29823 members 
Mstep: Class 6 contains 22505 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 92503 members 
Mstep: Class 9 contains 5676 members 
Mstep: Class 10 contains 4481 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5228 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5363 members 
Mstep: Class 15 contains 43019 members 
Mstep: Class 16 contains 33501 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 10377 members 
Mstep: Class 19 contains 209036 members 
Mstep: Class 20 contains 148501 members 
Mstep: Class 21 contains 15246 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80056160.000000 Penalty: 73299.523438
Iteration 359Q: 23 clusters Score -8.005616e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2260 members 
Mstep: Class 3 contains 29845 members 
Mstep: Class 4 contains 15817 members 
Mstep: Class 5 contains 29790 members 
Mstep: Class 6 contains 22461 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 92272 members 
Mstep: Class 9 contains 5675 members 
Mstep: Class 10 contains 4474 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5230 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 43010 members 
Mstep: Class 16 contains 33491 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 10370 members 
Mstep: Class 19 contains 208973 members 
Mstep: Class 20 contains 149015 members 
Mstep: Class 21 contains 15251 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80056080.000000 Penalty: 73299.523438
Iteration 360F: 23 clusters Score -8.005608e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2260 members 
Mstep: Class 3 contains 29771 members 
Mstep: Class 4 contains 15789 members 
Mstep: Class 5 contains 29775 members 
Mstep: Class 6 contains 22432 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 92051 members 
Mstep: Class 9 contains 5676 members 
Mstep: Class 10 contains 4474 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5233 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5329 members 
Mstep: Class 15 contains 42999 members 
Mstep: Class 16 contains 33482 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 10364 members 
Mstep: Class 19 contains 208905 members 
Mstep: Class 20 contains 149489 members 
Mstep: Class 21 contains 15251 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055992.000000 Penalty: 73299.523438
Iteration 361Q: 23 clusters Score -8.005599e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2260 members 
Mstep: Class 3 contains 29702 members 
Mstep: Class 4 contains 15770 members 
Mstep: Class 5 contains 29764 members 
Mstep: Class 6 contains 22393 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 8 contains 91855 members 
Mstep: Class 9 contains 5675 members 
Mstep: Class 10 contains 4468 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5234 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5311 members 
Mstep: Class 15 contains 42999 members 
Mstep: Class 16 contains 33472 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 10355 members 
Mstep: Class 19 contains 208807 members 
Mstep: Class 20 contains 149960 members 
Mstep: Class 21 contains 15253 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80056192.000000 Penalty: 73299.523438
Iteration 362Q: 23 clusters Score -8.005619e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 29619 members 
Mstep: Class 4 contains 15768 members 
Mstep: Class 5 contains 29758 members 
Mstep: Class 6 contains 22354 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 91667 members 
Mstep: Class 9 contains 5675 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5232 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5302 members 
Mstep: Class 15 contains 42987 members 
Mstep: Class 16 contains 33470 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 10352 members 
Mstep: Class 19 contains 208684 members 
Mstep: Class 20 contains 150431 members 
Mstep: Class 21 contains 15256 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80056352.000000 Penalty: 73299.523438
Iteration 363Q: 23 clusters Score -8.005635e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2263 members 
Mstep: Class 3 contains 29534 members 
Mstep: Class 4 contains 15753 members 
Mstep: Class 5 contains 29746 members 
Mstep: Class 6 contains 22309 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 91508 members 
Mstep: Class 9 contains 5676 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5229 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5280 members 
Mstep: Class 15 contains 42989 members 
Mstep: Class 16 contains 33473 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 208573 members 
Mstep: Class 20 contains 150889 members 
Mstep: Class 21 contains 15259 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80056344.000000 Penalty: 73299.523438
Iteration 364Q: 23 clusters Score -8.005634e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 29442 members 
Mstep: Class 4 contains 15742 members 
Mstep: Class 5 contains 29733 members 
Mstep: Class 6 contains 22265 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 91347 members 
Mstep: Class 9 contains 5676 members 
Mstep: Class 10 contains 4446 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5229 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5261 members 
Mstep: Class 15 contains 43010 members 
Mstep: Class 16 contains 33480 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 10350 members 
Mstep: Class 19 contains 208450 members 
Mstep: Class 20 contains 151326 members 
Mstep: Class 21 contains 15260 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80056144.000000 Penalty: 73299.523438
Iteration 365Q: 23 clusters Score -8.005614e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 29339 members 
Mstep: Class 4 contains 15740 members 
Mstep: Class 5 contains 29721 members 
Mstep: Class 6 contains 22216 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 91185 members 
Mstep: Class 9 contains 5675 members 
Mstep: Class 10 contains 4446 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5232 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5237 members 
Mstep: Class 15 contains 43023 members 
Mstep: Class 16 contains 33485 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 10346 members 
Mstep: Class 19 contains 208321 members 
Mstep: Class 20 contains 151790 members 
Mstep: Class 21 contains 15263 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80056104.000000 Penalty: 73299.523438
Iteration 366Q: 23 clusters Score -8.00561e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 29228 members 
Mstep: Class 4 contains 15736 members 
Mstep: Class 5 contains 29709 members 
Mstep: Class 6 contains 22161 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 91016 members 
Mstep: Class 9 contains 5674 members 
Mstep: Class 10 contains 4442 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5234 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 43039 members 
Mstep: Class 16 contains 33482 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 10337 members 
Mstep: Class 19 contains 208186 members 
Mstep: Class 20 contains 152289 members 
Mstep: Class 21 contains 15267 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80056192.000000 Penalty: 73299.523438
Iteration 367Q: 23 clusters Score -8.005619e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 29101 members 
Mstep: Class 4 contains 15726 members 
Mstep: Class 5 contains 29698 members 
Mstep: Class 6 contains 22123 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 90857 members 
Mstep: Class 9 contains 5674 members 
Mstep: Class 10 contains 4438 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5232 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5205 members 
Mstep: Class 15 contains 43048 members 
Mstep: Class 16 contains 33480 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 10335 members 
Mstep: Class 19 contains 208080 members 
Mstep: Class 20 contains 152753 members 
Mstep: Class 21 contains 15269 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80056176.000000 Penalty: 73299.523438
Iteration 368Q: 23 clusters Score -8.005618e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 28992 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 29680 members 
Mstep: Class 6 contains 22066 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 90726 members 
Mstep: Class 9 contains 5672 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5232 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5190 members 
Mstep: Class 15 contains 43064 members 
Mstep: Class 16 contains 33491 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 10332 members 
Mstep: Class 19 contains 207935 members 
Mstep: Class 20 contains 153211 members 
Mstep: Class 21 contains 15272 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80056184.000000 Penalty: 73299.523438
Iteration 369Q: 23 clusters Score -8.005618e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 28876 members 
Mstep: Class 4 contains 15724 members 
Mstep: Class 5 contains 29669 members 
Mstep: Class 6 contains 22014 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 90604 members 
Mstep: Class 9 contains 5673 members 
Mstep: Class 10 contains 4429 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5230 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 15 contains 43075 members 
Mstep: Class 16 contains 33503 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 10321 members 
Mstep: Class 19 contains 207854 members 
Mstep: Class 20 contains 153604 members 
Mstep: Class 21 contains 15273 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055976.000000 Penalty: 73299.523438
Iteration 370Q: 23 clusters Score -8.005598e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 28749 members 
Mstep: Class 4 contains 15715 members 
Mstep: Class 5 contains 29658 members 
Mstep: Class 6 contains 21978 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 90498 members 
Mstep: Class 9 contains 5675 members 
Mstep: Class 10 contains 4430 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5227 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5155 members 
Mstep: Class 15 contains 43078 members 
Mstep: Class 16 contains 33514 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 10309 members 
Mstep: Class 19 contains 207789 members 
Mstep: Class 20 contains 153971 members 
Mstep: Class 21 contains 15275 members 
Mstep: Class 22 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80056088.000000 Penalty: 73299.523438
Iteration 371Q: 23 clusters Score -8.005609e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2263 members 
Mstep: Class 3 contains 28647 members 
Mstep: Class 4 contains 15696 members 
Mstep: Class 5 contains 29647 members 
Mstep: Class 6 contains 21935 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 90392 members 
Mstep: Class 9 contains 5675 members 
Mstep: Class 10 contains 4425 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5220 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 43091 members 
Mstep: Class 16 contains 33515 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 10300 members 
Mstep: Class 19 contains 207682 members 
Mstep: Class 20 contains 154383 members 
Mstep: Class 21 contains 15276 members 
Mstep: Class 22 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80056120.000000 Penalty: 73299.523438
Iteration 372Q: 23 clusters Score -8.005612e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2263 members 
Mstep: Class 3 contains 28548 members 
Mstep: Class 4 contains 15669 members 
Mstep: Class 5 contains 29631 members 
Mstep: Class 6 contains 21900 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 90297 members 
Mstep: Class 9 contains 5675 members 
Mstep: Class 10 contains 4416 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5216 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 5127 members 
Mstep: Class 15 contains 43088 members 
Mstep: Class 16 contains 33519 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 10289 members 
Mstep: Class 19 contains 207618 members 
Mstep: Class 20 contains 154749 members 
Mstep: Class 21 contains 15275 members 
Mstep: Class 22 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055752.000000 Penalty: 73299.523438
Iteration 373Q: 23 clusters Score -8.005575e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 28438 members 
Mstep: Class 4 contains 15642 members 
Mstep: Class 5 contains 29627 members 
Mstep: Class 6 contains 21857 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 90223 members 
Mstep: Class 9 contains 5675 members 
Mstep: Class 10 contains 4408 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5213 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 5116 members 
Mstep: Class 15 contains 43102 members 
Mstep: Class 16 contains 33524 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 10283 members 
Mstep: Class 19 contains 207579 members 
Mstep: Class 20 contains 155060 members 
Mstep: Class 21 contains 15274 members 
Mstep: Class 22 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055632.000000 Penalty: 73299.523438
Iteration 374Q: 23 clusters Score -8.005563e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2260 members 
Mstep: Class 3 contains 28341 members 
Mstep: Class 4 contains 15616 members 
Mstep: Class 5 contains 29610 members 
Mstep: Class 6 contains 21823 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 90143 members 
Mstep: Class 9 contains 5675 members 
Mstep: Class 10 contains 4408 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5217 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 5095 members 
Mstep: Class 15 contains 43120 members 
Mstep: Class 16 contains 33522 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 10270 members 
Mstep: Class 19 contains 207568 members 
Mstep: Class 20 contains 155340 members 
Mstep: Class 21 contains 15274 members 
Mstep: Class 22 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055592.000000 Penalty: 73299.523438
Iteration 375Q: 23 clusters Score -8.005559e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2259 members 
Mstep: Class 3 contains 28243 members 
Mstep: Class 4 contains 15601 members 
Mstep: Class 5 contains 29598 members 
Mstep: Class 6 contains 21800 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 90038 members 
Mstep: Class 9 contains 5672 members 
Mstep: Class 10 contains 4401 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5214 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 5080 members 
Mstep: Class 15 contains 43134 members 
Mstep: Class 16 contains 33530 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 10256 members 
Mstep: Class 19 contains 207569 members 
Mstep: Class 20 contains 155613 members 
Mstep: Class 21 contains 15276 members 
Mstep: Class 22 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055568.000000 Penalty: 73299.523438
Iteration 376Q: 23 clusters Score -8.005557e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2259 members 
Mstep: Class 3 contains 28154 members 
Mstep: Class 4 contains 15577 members 
Mstep: Class 5 contains 29582 members 
Mstep: Class 6 contains 21759 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 89956 members 
Mstep: Class 9 contains 5672 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5216 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 5063 members 
Mstep: Class 15 contains 43141 members 
Mstep: Class 16 contains 33531 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 10238 members 
Mstep: Class 19 contains 207633 members 
Mstep: Class 20 contains 155834 members 
Mstep: Class 21 contains 15277 members 
Mstep: Class 22 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055568.000000 Penalty: 73299.523438
Iteration 377Q: 23 clusters Score -8.005557e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2259 members 
Mstep: Class 3 contains 28083 members 
Mstep: Class 4 contains 15558 members 
Mstep: Class 5 contains 29569 members 
Mstep: Class 6 contains 21721 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 89874 members 
Mstep: Class 9 contains 5672 members 
Mstep: Class 10 contains 4389 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5217 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 5043 members 
Mstep: Class 15 contains 43148 members 
Mstep: Class 16 contains 33551 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 10231 members 
Mstep: Class 19 contains 207689 members 
Mstep: Class 20 contains 156004 members 
Mstep: Class 21 contains 15277 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055768.000000 Penalty: 73299.523438
Iteration 378Q: 23 clusters Score -8.005577e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2257 members 
Mstep: Class 3 contains 27996 members 
Mstep: Class 4 contains 15551 members 
Mstep: Class 5 contains 29543 members 
Mstep: Class 6 contains 21688 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 89819 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 4380 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5217 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 5023 members 
Mstep: Class 15 contains 43156 members 
Mstep: Class 16 contains 33567 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 10228 members 
Mstep: Class 19 contains 207720 members 
Mstep: Class 20 contains 156188 members 
Mstep: Class 21 contains 15282 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055792.000000 Penalty: 73299.523438
Iteration 379Q: 23 clusters Score -8.005579e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 27926 members 
Mstep: Class 4 contains 15552 members 
Mstep: Class 5 contains 29519 members 
Mstep: Class 6 contains 21652 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 89754 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 4375 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5213 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 5011 members 
Mstep: Class 15 contains 43157 members 
Mstep: Class 16 contains 33577 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 10231 members 
Mstep: Class 19 contains 207784 members 
Mstep: Class 20 contains 156326 members 
Mstep: Class 21 contains 15283 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055888.000000 Penalty: 73299.523438
Iteration 380F: 23 clusters Score -8.005589e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2255 members 
Mstep: Class 3 contains 27865 members 
Mstep: Class 4 contains 15547 members 
Mstep: Class 5 contains 29491 members 
Mstep: Class 6 contains 21622 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 89690 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 4373 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5211 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 5007 members 
Mstep: Class 15 contains 43151 members 
Mstep: Class 16 contains 33583 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 10224 members 
Mstep: Class 19 contains 207905 members 
Mstep: Class 20 contains 156408 members 
Mstep: Class 21 contains 15285 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055952.000000 Penalty: 73299.523438
Iteration 381Q: 23 clusters Score -8.005595e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2257 members 
Mstep: Class 3 contains 27810 members 
Mstep: Class 4 contains 15544 members 
Mstep: Class 5 contains 29458 members 
Mstep: Class 6 contains 21604 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 89621 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 4373 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5206 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4990 members 
Mstep: Class 15 contains 43144 members 
Mstep: Class 16 contains 33595 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 10218 members 
Mstep: Class 19 contains 208000 members 
Mstep: Class 20 contains 156513 members 
Mstep: Class 21 contains 15286 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80056032.000000 Penalty: 73299.523438
Iteration 382Q: 23 clusters Score -8.005603e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2257 members 
Mstep: Class 3 contains 27756 members 
Mstep: Class 4 contains 15540 members 
Mstep: Class 5 contains 29427 members 
Mstep: Class 6 contains 21580 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 89545 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 4369 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5204 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4984 members 
Mstep: Class 15 contains 43122 members 
Mstep: Class 16 contains 33612 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 10213 members 
Mstep: Class 19 contains 208160 members 
Mstep: Class 20 contains 156566 members 
Mstep: Class 21 contains 15284 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
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Score: -80056224.000000 Penalty: 73299.523438
Iteration 383Q: 23 clusters Score -8.005622e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2255 members 
Mstep: Class 3 contains 27713 members 
Mstep: Class 4 contains 15533 members 
Mstep: Class 5 contains 29404 members 
Mstep: Class 6 contains 21554 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 89490 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 4368 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4974 members 
Mstep: Class 15 contains 43112 members 
Mstep: Class 16 contains 33616 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 10213 members 
Mstep: Class 19 contains 208345 members 
Mstep: Class 20 contains 156552 members 
Mstep: Class 21 contains 15284 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
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Score: -80056200.000000 Penalty: 73299.523438
Iteration 384Q: 23 clusters Score -8.00562e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2255 members 
Mstep: Class 3 contains 27667 members 
Mstep: Class 4 contains 15526 members 
Mstep: Class 5 contains 29383 members 
Mstep: Class 6 contains 21541 members 
Mstep: Class 7 contains 1705 members 
Mstep: Class 8 contains 89426 members 
Mstep: Class 9 contains 5671 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5198 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4966 members 
Mstep: Class 15 contains 43105 members 
Mstep: Class 16 contains 33623 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 10215 members 
Mstep: Class 19 contains 208557 members 
Mstep: Class 20 contains 156502 members 
Mstep: Class 21 contains 15284 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
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Iteration 385Q: 23 clusters Score -8.005616e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2253 members 
Mstep: Class 3 contains 27622 members 
Mstep: Class 4 contains 15521 members 
Mstep: Class 5 contains 29364 members 
Mstep: Class 6 contains 21516 members 
Mstep: Class 7 contains 1706 members 
Mstep: Class 8 contains 89361 members 
Mstep: Class 9 contains 5671 members 
Mstep: Class 10 contains 4363 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5195 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4963 members 
Mstep: Class 15 contains 43098 members 
Mstep: Class 16 contains 33620 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10211 members 
Mstep: Class 19 contains 208739 members 
Mstep: Class 20 contains 156503 members 
Mstep: Class 21 contains 15285 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80056200.000000 Penalty: 73299.523438
Iteration 386Q: 23 clusters Score -8.00562e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2251 members 
Mstep: Class 3 contains 27572 members 
Mstep: Class 4 contains 15512 members 
Mstep: Class 5 contains 29355 members 
Mstep: Class 6 contains 21496 members 
Mstep: Class 7 contains 1708 members 
Mstep: Class 8 contains 89326 members 
Mstep: Class 9 contains 5671 members 
Mstep: Class 10 contains 4360 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5196 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4957 members 
Mstep: Class 15 contains 43086 members 
Mstep: Class 16 contains 33619 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 10205 members 
Mstep: Class 19 contains 208909 members 
Mstep: Class 20 contains 156482 members 
Mstep: Class 21 contains 15288 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80056304.000000 Penalty: 73299.523438
Iteration 387Q: 23 clusters Score -8.00563e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2251 members 
Mstep: Class 3 contains 27538 members 
Mstep: Class 4 contains 15502 members 
Mstep: Class 5 contains 29343 members 
Mstep: Class 6 contains 21477 members 
Mstep: Class 7 contains 1710 members 
Mstep: Class 8 contains 89294 members 
Mstep: Class 9 contains 5672 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5194 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4944 members 
Mstep: Class 15 contains 43079 members 
Mstep: Class 16 contains 33613 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10203 members 
Mstep: Class 19 contains 209073 members 
Mstep: Class 20 contains 156446 members 
Mstep: Class 21 contains 15291 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80056328.000000 Penalty: 73299.523438
Iteration 388Q: 23 clusters Score -8.005633e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2250 members 
Mstep: Class 3 contains 27505 members 
Mstep: Class 4 contains 15501 members 
Mstep: Class 5 contains 29321 members 
Mstep: Class 6 contains 21454 members 
Mstep: Class 7 contains 1712 members 
Mstep: Class 8 contains 89269 members 
Mstep: Class 9 contains 5674 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5192 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4940 members 
Mstep: Class 15 contains 43072 members 
Mstep: Class 16 contains 33613 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10195 members 
Mstep: Class 19 contains 209163 members 
Mstep: Class 20 contains 156477 members 
Mstep: Class 21 contains 15293 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80056136.000000 Penalty: 73299.523438
Iteration 389Q: 23 clusters Score -8.005614e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2249 members 
Mstep: Class 3 contains 27472 members 
Mstep: Class 4 contains 15494 members 
Mstep: Class 5 contains 29296 members 
Mstep: Class 6 contains 21436 members 
Mstep: Class 7 contains 1713 members 
Mstep: Class 8 contains 89237 members 
Mstep: Class 9 contains 5676 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5193 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4940 members 
Mstep: Class 15 contains 43053 members 
Mstep: Class 16 contains 33615 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 10189 members 
Mstep: Class 19 contains 209288 members 
Mstep: Class 20 contains 156486 members 
Mstep: Class 21 contains 15296 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80056208.000000 Penalty: 73299.523438
Iteration 390Q: 23 clusters Score -8.005621e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2248 members 
Mstep: Class 3 contains 27444 members 
Mstep: Class 4 contains 15485 members 
Mstep: Class 5 contains 29275 members 
Mstep: Class 6 contains 21423 members 
Mstep: Class 7 contains 1715 members 
Mstep: Class 8 contains 89218 members 
Mstep: Class 9 contains 5677 members 
Mstep: Class 10 contains 4371 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5194 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4944 members 
Mstep: Class 15 contains 43025 members 
Mstep: Class 16 contains 33616 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 10188 members 
Mstep: Class 19 contains 209450 members 
Mstep: Class 20 contains 156426 members 
Mstep: Class 21 contains 15299 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80056048.000000 Penalty: 73299.523438
Iteration 391Q: 23 clusters Score -8.005605e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2246 members 
Mstep: Class 3 contains 27404 members 
Mstep: Class 4 contains 15483 members 
Mstep: Class 5 contains 29244 members 
Mstep: Class 6 contains 21418 members 
Mstep: Class 7 contains 1716 members 
Mstep: Class 8 contains 89209 members 
Mstep: Class 9 contains 5678 members 
Mstep: Class 10 contains 4368 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5196 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4942 members 
Mstep: Class 15 contains 43008 members 
Mstep: Class 16 contains 33615 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10190 members 
Mstep: Class 19 contains 209654 members 
Mstep: Class 20 contains 156331 members 
Mstep: Class 21 contains 15298 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80056096.000000 Penalty: 73299.523438
Iteration 392Q: 23 clusters Score -8.00561e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2245 members 
Mstep: Class 3 contains 27365 members 
Mstep: Class 4 contains 15476 members 
Mstep: Class 5 contains 29223 members 
Mstep: Class 6 contains 21421 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 89199 members 
Mstep: Class 9 contains 5679 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5194 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4937 members 
Mstep: Class 15 contains 42995 members 
Mstep: Class 16 contains 33625 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10185 members 
Mstep: Class 19 contains 209806 members 
Mstep: Class 20 contains 156271 members 
Mstep: Class 21 contains 15297 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055896.000000 Penalty: 73299.523438
Iteration 393Q: 23 clusters Score -8.00559e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2246 members 
Mstep: Class 3 contains 27339 members 
Mstep: Class 4 contains 15470 members 
Mstep: Class 5 contains 29205 members 
Mstep: Class 6 contains 21404 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 89194 members 
Mstep: Class 9 contains 5680 members 
Mstep: Class 10 contains 4367 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5189 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4931 members 
Mstep: Class 15 contains 42988 members 
Mstep: Class 16 contains 33632 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10179 members 
Mstep: Class 19 contains 209992 members 
Mstep: Class 20 contains 156171 members 
Mstep: Class 21 contains 15298 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055968.000000 Penalty: 73299.523438
Iteration 394Q: 23 clusters Score -8.005597e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2247 members 
Mstep: Class 3 contains 27325 members 
Mstep: Class 4 contains 15469 members 
Mstep: Class 5 contains 29182 members 
Mstep: Class 6 contains 21391 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 89196 members 
Mstep: Class 9 contains 5681 members 
Mstep: Class 10 contains 4371 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5185 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4929 members 
Mstep: Class 15 contains 42968 members 
Mstep: Class 16 contains 33633 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10178 members 
Mstep: Class 19 contains 210202 members 
Mstep: Class 20 contains 156029 members 
Mstep: Class 21 contains 15298 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80056200.000000 Penalty: 73299.523438
Iteration 395Q: 23 clusters Score -8.00562e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2246 members 
Mstep: Class 3 contains 27304 members 
Mstep: Class 4 contains 15462 members 
Mstep: Class 5 contains 29162 members 
Mstep: Class 6 contains 21381 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 89182 members 
Mstep: Class 9 contains 5681 members 
Mstep: Class 10 contains 4372 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5185 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4927 members 
Mstep: Class 15 contains 42950 members 
Mstep: Class 16 contains 33630 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10178 members 
Mstep: Class 19 contains 210397 members 
Mstep: Class 20 contains 155927 members 
Mstep: Class 21 contains 15298 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80056048.000000 Penalty: 73299.523438
Iteration 396Q: 23 clusters Score -8.005605e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2244 members 
Mstep: Class 3 contains 27281 members 
Mstep: Class 4 contains 15456 members 
Mstep: Class 5 contains 29140 members 
Mstep: Class 6 contains 21376 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 89157 members 
Mstep: Class 9 contains 5680 members 
Mstep: Class 10 contains 4379 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5188 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4921 members 
Mstep: Class 15 contains 42933 members 
Mstep: Class 16 contains 33618 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10175 members 
Mstep: Class 19 contains 210606 members 
Mstep: Class 20 contains 155826 members 
Mstep: Class 21 contains 15302 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055848.000000 Penalty: 73299.523438
Iteration 397Q: 23 clusters Score -8.005585e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2244 members 
Mstep: Class 3 contains 27255 members 
Mstep: Class 4 contains 15456 members 
Mstep: Class 5 contains 29114 members 
Mstep: Class 6 contains 21372 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 89143 members 
Mstep: Class 9 contains 5681 members 
Mstep: Class 10 contains 4382 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5186 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4920 members 
Mstep: Class 15 contains 42912 members 
Mstep: Class 16 contains 33622 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10181 members 
Mstep: Class 19 contains 210778 members 
Mstep: Class 20 contains 155734 members 
Mstep: Class 21 contains 15304 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055816.000000 Penalty: 73299.523438
Iteration 398Q: 23 clusters Score -8.005582e+07 nChanged 873
Entering ConstructFrom: 
Score: -80055816.000000 Penalty: 73299.523438
Entering ConstructFrom: 
Trying to split cluster 1 (4712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Entering Unmasked Estep 
Score: -539984.187500 Penalty: 2097.551270
	Iteration 0F: 2 clusters Score -539984.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -535714.750000 Penalty: 4195.102539
	Iteration 0F: 3 clusters Score -535714.8 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -536752.312500 Penalty: 4195.102539
	Iteration 1F: 3 clusters Score -536752.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -537118.937500 Penalty: 4195.102539
	Iteration 2F: 3 clusters Score -537118.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -537409.875000 Penalty: 4195.102539
	Iteration 3F: 3 clusters Score -537409.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -537621.937500 Penalty: 4195.102539
	Iteration 4F: 3 clusters Score -537621.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -537784.875000 Penalty: 4195.102539
	Iteration 5Q: 3 clusters Score -537784.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -537956.500000 Penalty: 4195.102539
	Iteration 6Q: 3 clusters Score -537956.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -538100.187500 Penalty: 4195.102539
	Iteration 7Q: 3 clusters Score -538100.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -538212.937500 Penalty: 4195.102539
	Iteration 8Q: 3 clusters Score -538212.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -538305.000000 Penalty: 4195.102539
	Iteration 9Q: 3 clusters Score -538305 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -538373.187500 Penalty: 4195.102539
	Iteration 10Q: 3 clusters Score -538373.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -538428.687500 Penalty: 4195.102539
	Iteration 11Q: 3 clusters Score -538428.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -538476.562500 Penalty: 4195.102539
	Iteration 12Q: 3 clusters Score -538476.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -538513.312500 Penalty: 4195.102539
	Iteration 13Q: 3 clusters Score -538513.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -538549.437500 Penalty: 4195.102539
	Iteration 14Q: 3 clusters Score -538549.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -538583.375000 Penalty: 4195.102539
	Iteration 15Q: 3 clusters Score -538583.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -538616.875000 Penalty: 4195.102539
	Iteration 16Q: 3 clusters Score -538616.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -538645.812500 Penalty: 4195.102539
	Iteration 17Q: 3 clusters Score -538645.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -538659.312500 Penalty: 4195.102539
	Iteration 18Q: 3 clusters Score -538659.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -538669.437500 Penalty: 4195.102539
	Iteration 19Q: 3 clusters Score -538669.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -538679.500000 Penalty: 4195.102539
	Iteration 20F: 3 clusters Score -538679.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -538685.562500 Penalty: 4195.102539
	Iteration 21Q: 3 clusters Score -538685.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -538690.750000 Penalty: 4195.102539
	Iteration 22Q: 3 clusters Score -538690.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -538695.187500 Penalty: 4195.102539
	Iteration 23Q: 3 clusters Score -538695.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -538701.812500 Penalty: 4195.102539
	Iteration 24Q: 3 clusters Score -538701.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -538704.437500 Penalty: 4195.102539
	Iteration 25Q: 3 clusters Score -538704.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -538706.500000 Penalty: 4195.102539
	Iteration 26Q: 3 clusters Score -538706.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -538709.125000 Penalty: 4195.102539
	Iteration 27Q: 3 clusters Score -538709.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -538716.062500 Penalty: 4195.102539
	Iteration 28Q: 3 clusters Score -538716.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -538720.812500 Penalty: 4195.102539
	Iteration 29Q: 3 clusters Score -538720.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -538724.625000 Penalty: 4195.102539
	Iteration 30Q: 3 clusters Score -538724.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -538725.937500 Penalty: 4195.102539
	Iteration 31Q: 3 clusters Score -538725.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -538729.750000 Penalty: 4195.102539
	Iteration 32Q: 3 clusters Score -538729.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -538733.937500 Penalty: 4195.102539
	Iteration 33Q: 3 clusters Score -538733.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -538736.687500 Penalty: 4195.102539
	Iteration 34Q: 3 clusters Score -538736.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -538742.375000 Penalty: 4195.102539
	Iteration 35Q: 3 clusters Score -538742.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -538743.750000 Penalty: 4195.102539
	Iteration 36Q: 3 clusters Score -538743.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -538744.250000 Penalty: 4195.102539
	Iteration 37Q: 3 clusters Score -538744.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -538745.687500 Penalty: 4195.102539
	Iteration 38Q: 3 clusters Score -538745.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -538747.687500 Penalty: 4195.102539
	Iteration 39Q: 3 clusters Score -538747.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -538751.000000 Penalty: 4195.102539
	Iteration 40F: 3 clusters Score -538751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -538754.000000 Penalty: 4195.102539
	Iteration 41Q: 3 clusters Score -538754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -538755.750000 Penalty: 4195.102539
	Iteration 42Q: 3 clusters Score -538755.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -538756.250000 Penalty: 4195.102539
	Iteration 43Q: 3 clusters Score -538756.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -538757.062500 Penalty: 4195.102539
	Iteration 44Q: 3 clusters Score -538757.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -538758.750000 Penalty: 4195.102539
	Iteration 45Q: 3 clusters Score -538758.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -538758.750000 Penalty: 4195.102539
	Iteration 46F: 3 clusters Score -538758.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Entering Unmasked Estep 
Score: -254266.296875 Penalty: 1913.571777
	Iteration 0F: 2 clusters Score -254266.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -251441.531250 Penalty: 3827.143555
	Iteration 0F: 3 clusters Score -251441.5 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -252006.812500 Penalty: 3827.143555
	Iteration 1F: 3 clusters Score -252006.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -252213.250000 Penalty: 3827.143555
	Iteration 2F: 3 clusters Score -252213.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -252401.390625 Penalty: 3827.143555
	Iteration 3F: 3 clusters Score -252401.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -252518.796875 Penalty: 3827.143555
	Iteration 4F: 3 clusters Score -252518.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -252604.375000 Penalty: 3827.143555
	Iteration 5Q: 3 clusters Score -252604.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -252659.421875 Penalty: 3827.143555
	Iteration 6Q: 3 clusters Score -252659.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -252702.828125 Penalty: 3827.143555
	Iteration 7Q: 3 clusters Score -252702.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -252760.812500 Penalty: 3827.143555
	Iteration 8Q: 3 clusters Score -252760.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -252813.062500 Penalty: 3827.143555
	Iteration 9Q: 3 clusters Score -252813.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -252865.156250 Penalty: 3827.143555
	Iteration 10Q: 3 clusters Score -252865.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -252966.468750 Penalty: 3827.143555
	Iteration 11Q: 3 clusters Score -252966.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -253081.531250 Penalty: 3827.143555
	Iteration 12Q: 3 clusters Score -253081.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -253169.953125 Penalty: 3827.143555
	Iteration 13Q: 3 clusters Score -253170 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -253248.531250 Penalty: 3827.143555
	Iteration 14Q: 3 clusters Score -253248.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -253311.015625 Penalty: 3827.143555
	Iteration 15Q: 3 clusters Score -253311 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -253366.218750 Penalty: 3827.143555
	Iteration 16Q: 3 clusters Score -253366.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -253417.968750 Penalty: 3827.143555
	Iteration 17Q: 3 clusters Score -253418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -253451.140625 Penalty: 3827.143555
	Iteration 18Q: 3 clusters Score -253451.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -253470.640625 Penalty: 3827.143555
	Iteration 19Q: 3 clusters Score -253470.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -253486.125000 Penalty: 3827.143555
	Iteration 20F: 3 clusters Score -253486.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -253493.656250 Penalty: 3827.143555
	Iteration 21Q: 3 clusters Score -253493.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -253498.109375 Penalty: 3827.143555
	Iteration 22Q: 3 clusters Score -253498.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -253504.968750 Penalty: 3827.143555
	Iteration 23Q: 3 clusters Score -253505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -253519.750000 Penalty: 3827.143555
	Iteration 24Q: 3 clusters Score -253519.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -253537.296875 Penalty: 3827.143555
	Iteration 25Q: 3 clusters Score -253537.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -253553.609375 Penalty: 3827.143555
	Iteration 26Q: 3 clusters Score -253553.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -253574.359375 Penalty: 3827.143555
	Iteration 27Q: 3 clusters Score -253574.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -253612.234375 Penalty: 3827.143555
	Iteration 28Q: 3 clusters Score -253612.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -253651.421875 Penalty: 3827.143555
	Iteration 29Q: 3 clusters Score -253651.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -253694.812500 Penalty: 3827.143555
	Iteration 30Q: 3 clusters Score -253694.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -253748.062500 Penalty: 3827.143555
	Iteration 31Q: 3 clusters Score -253748.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -253800.906250 Penalty: 3827.143555
	Iteration 32Q: 3 clusters Score -253800.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -253835.312500 Penalty: 3827.143555
	Iteration 33Q: 3 clusters Score -253835.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -253855.593750 Penalty: 3827.143555
	Iteration 34Q: 3 clusters Score -253855.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -253865.281250 Penalty: 3827.143555
	Iteration 35Q: 3 clusters Score -253865.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -253874.265625 Penalty: 3827.143555
	Iteration 36Q: 3 clusters Score -253874.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -253878.375000 Penalty: 3827.143555
	Iteration 37Q: 3 clusters Score -253878.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -253880.562500 Penalty: 3827.143555
	Iteration 38Q: 3 clusters Score -253880.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -253880.187500 Penalty: 3827.143555
	Iteration 39Q: 3 clusters Score -253880.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -253881.328125 Penalty: 3827.143555
	Iteration 40F: 3 clusters Score -253881.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -253882.593750 Penalty: 3827.143555
	Iteration 41Q: 3 clusters Score -253882.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -253883.125000 Penalty: 3827.143555
	Iteration 42Q: 3 clusters Score -253883.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -253883.125000 Penalty: 3827.143555
	Iteration 43F: 3 clusters Score -253883.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Entering Unmasked Estep 
Score: -3311809.750000 Penalty: 2532.594482
	Iteration 0F: 2 clusters Score -3311810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -3293024.750000 Penalty: 5065.188965
	Iteration 0F: 3 clusters Score -3293025 nChanged 12271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -3299411.750000 Penalty: 5065.188965
	Iteration 1F: 3 clusters Score -3299412 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -3299798.250000 Penalty: 5065.188965
	Iteration 2Q: 3 clusters Score -3299798 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -3300100.500000 Penalty: 5065.188965
	Iteration 3Q: 3 clusters Score -3300100 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -3300331.000000 Penalty: 5065.188965
	Iteration 4Q: 3 clusters Score -3300331 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -3300528.000000 Penalty: 5065.188965
	Iteration 5Q: 3 clusters Score -3300528 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -3300715.750000 Penalty: 5065.188965
	Iteration 6Q: 3 clusters Score -3300716 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -3300957.000000 Penalty: 5065.188965
	Iteration 7Q: 3 clusters Score -3300957 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -3301255.750000 Penalty: 5065.188965
	Iteration 8Q: 3 clusters Score -3301256 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -3301676.000000 Penalty: 5065.188965
	Iteration 9Q: 3 clusters Score -3301676 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -3302303.750000 Penalty: 5065.188965
	Iteration 10Q: 3 clusters Score -3302304 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -3303184.500000 Penalty: 5065.188965
	Iteration 11F: 3 clusters Score -3303184 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -3304433.000000 Penalty: 5065.188965
	Iteration 12F: 3 clusters Score -3304433 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -3306025.250000 Penalty: 5065.188965
	Iteration 13F: 3 clusters Score -3306025 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -3307520.000000 Penalty: 5065.188965
	Iteration 14F: 3 clusters Score -3307520 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -3308520.750000 Penalty: 5065.188965
	Iteration 15Q: 3 clusters Score -3308521 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -3309073.000000 Penalty: 5065.188965
	Iteration 16Q: 3 clusters Score -3309073 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -3309309.250000 Penalty: 5065.188965
	Iteration 17Q: 3 clusters Score -3309309 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -3309440.000000 Penalty: 5065.188965
	Iteration 18Q: 3 clusters Score -3309440 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -3309508.250000 Penalty: 5065.188965
	Iteration 19Q: 3 clusters Score -3309508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -3309530.750000 Penalty: 5065.188965
	Iteration 20F: 3 clusters Score -3309531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -3309546.500000 Penalty: 5065.188965
	Iteration 21Q: 3 clusters Score -3309546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -3309557.250000 Penalty: 5065.188965
	Iteration 22Q: 3 clusters Score -3309557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -3309563.500000 Penalty: 5065.188965
	Iteration 23Q: 3 clusters Score -3309564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3309566.750000 Penalty: 5065.188965
	Iteration 24Q: 3 clusters Score -3309567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -3309577.250000 Penalty: 5065.188965
	Iteration 25Q: 3 clusters Score -3309577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -3309583.000000 Penalty: 5065.188965
	Iteration 26Q: 3 clusters Score -3309583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3309584.500000 Penalty: 5065.188965
	Iteration 27Q: 3 clusters Score -3309584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3309591.250000 Penalty: 5065.188965
	Iteration 28Q: 3 clusters Score -3309591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -3309594.250000 Penalty: 5065.188965
	Iteration 29Q: 3 clusters Score -3309594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -3309593.000000 Penalty: 5065.188965
	Iteration 30Q: 3 clusters Score -3309593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3309595.500000 Penalty: 5065.188965
	Iteration 31Q: 3 clusters Score -3309596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -3309597.250000 Penalty: 5065.188965
	Iteration 32Q: 3 clusters Score -3309597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3309599.750000 Penalty: 5065.188965
	Iteration 33Q: 3 clusters Score -3309600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -3309601.500000 Penalty: 5065.188965
	Iteration 34Q: 3 clusters Score -3309602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -3309604.250000 Penalty: 5065.188965
	Iteration 35Q: 3 clusters Score -3309604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -3309604.250000 Penalty: 5065.188965
	Iteration 36F: 3 clusters Score -3309604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Entering Unmasked Estep 
Score: -1874677.750000 Penalty: 2392.194824
	Iteration 0F: 2 clusters Score -1874678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1863515.250000 Penalty: 4784.389648
	Iteration 0F: 3 clusters Score -1863515 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1867078.875000 Penalty: 4784.389648
	Iteration 1F: 3 clusters Score -1867079 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1867427.625000 Penalty: 4784.389648
	Iteration 2F: 3 clusters Score -1867428 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1867704.750000 Penalty: 4784.389648
	Iteration 3Q: 3 clusters Score -1867705 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1867934.500000 Penalty: 4784.389648
	Iteration 4Q: 3 clusters Score -1867934 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1868206.500000 Penalty: 4784.389648
	Iteration 5Q: 3 clusters Score -1868206 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1868573.375000 Penalty: 4784.389648
	Iteration 6Q: 3 clusters Score -1868573 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1869017.625000 Penalty: 4784.389648
	Iteration 7Q: 3 clusters Score -1869018 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1869582.250000 Penalty: 4784.389648
	Iteration 8F: 3 clusters Score -1869582 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1870212.125000 Penalty: 4784.389648
	Iteration 9F: 3 clusters Score -1870212 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1870854.375000 Penalty: 4784.389648
	Iteration 10F: 3 clusters Score -1870854 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1871410.125000 Penalty: 4784.389648
	Iteration 11Q: 3 clusters Score -1871410 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1871809.375000 Penalty: 4784.389648
	Iteration 12Q: 3 clusters Score -1871809 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1872129.625000 Penalty: 4784.389648
	Iteration 13Q: 3 clusters Score -1872130 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1872351.375000 Penalty: 4784.389648
	Iteration 14Q: 3 clusters Score -1872351 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1872478.250000 Penalty: 4784.389648
	Iteration 15Q: 3 clusters Score -1872478 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1872548.125000 Penalty: 4784.389648
	Iteration 16Q: 3 clusters Score -1872548 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1872584.625000 Penalty: 4784.389648
	Iteration 17Q: 3 clusters Score -1872585 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1872620.375000 Penalty: 4784.389648
	Iteration 18Q: 3 clusters Score -1872620 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1872642.875000 Penalty: 4784.389648
	Iteration 19Q: 3 clusters Score -1872643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1872651.375000 Penalty: 4784.389648
	Iteration 20F: 3 clusters Score -1872651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1872657.375000 Penalty: 4784.389648
	Iteration 21Q: 3 clusters Score -1872657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1872669.750000 Penalty: 4784.389648
	Iteration 22Q: 3 clusters Score -1872670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1872678.750000 Penalty: 4784.389648
	Iteration 23Q: 3 clusters Score -1872679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1872698.750000 Penalty: 4784.389648
	Iteration 24Q: 3 clusters Score -1872699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1872704.625000 Penalty: 4784.389648
	Iteration 25Q: 3 clusters Score -1872705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1872710.375000 Penalty: 4784.389648
	Iteration 26Q: 3 clusters Score -1872710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1872709.125000 Penalty: 4784.389648
	Iteration 27Q: 3 clusters Score -1872709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1872715.875000 Penalty: 4784.389648
	Iteration 28Q: 3 clusters Score -1872716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1872718.125000 Penalty: 4784.389648
	Iteration 29Q: 3 clusters Score -1872718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1872723.500000 Penalty: 4784.389648
	Iteration 30Q: 3 clusters Score -1872724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1872725.125000 Penalty: 4784.389648
	Iteration 31Q: 3 clusters Score -1872725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1872726.375000 Penalty: 4784.389648
	Iteration 32Q: 3 clusters Score -1872726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1872726.250000 Penalty: 4784.389648
	Iteration 33Q: 3 clusters Score -1872726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1872725.000000 Penalty: 4784.389648
	Iteration 34Q: 3 clusters Score -1872725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1872725.125000 Penalty: 4784.389648
	Iteration 35Q: 3 clusters Score -1872725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1872727.375000 Penalty: 4784.389648
	Iteration 36Q: 3 clusters Score -1872727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1872728.000000 Penalty: 4784.389648
	Iteration 37Q: 3 clusters Score -1872728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1872727.750000 Penalty: 4784.389648
	Iteration 38Q: 3 clusters Score -1872728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1872729.625000 Penalty: 4784.389648
	Iteration 39Q: 3 clusters Score -1872730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1872729.625000 Penalty: 4784.389648
	Iteration 40F: 3 clusters Score -1872730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Entering Unmasked Estep 
Score: -3518435.750000 Penalty: 2548.947021
	Iteration 0F: 2 clusters Score -3518436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -3498472.750000 Penalty: 5097.894043
	Iteration 0F: 3 clusters Score -3498473 nChanged 12994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -3505407.000000 Penalty: 5097.894043
	Iteration 1F: 3 clusters Score -3505407 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -3505820.250000 Penalty: 5097.894043
	Iteration 2Q: 3 clusters Score -3505820 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -3506245.500000 Penalty: 5097.894043
	Iteration 3Q: 3 clusters Score -3506246 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -3506870.250000 Penalty: 5097.894043
	Iteration 4Q: 3 clusters Score -3506870 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -3507806.250000 Penalty: 5097.894043
	Iteration 5F: 3 clusters Score -3507806 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -3509315.250000 Penalty: 5097.894043
	Iteration 6F: 3 clusters Score -3509315 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -3511355.250000 Penalty: 5097.894043
	Iteration 7F: 3 clusters Score -3511355 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -3513632.750000 Penalty: 5097.894043
	Iteration 8F: 3 clusters Score -3513633 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -3515450.250000 Penalty: 5097.894043
	Iteration 9F: 3 clusters Score -3515450 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -3516462.000000 Penalty: 5097.894043
	Iteration 10Q: 3 clusters Score -3516462 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -3516885.750000 Penalty: 5097.894043
	Iteration 11Q: 3 clusters Score -3516886 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -3517037.500000 Penalty: 5097.894043
	Iteration 12Q: 3 clusters Score -3517038 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -3517082.750000 Penalty: 5097.894043
	Iteration 13Q: 3 clusters Score -3517083 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -3517130.750000 Penalty: 5097.894043
	Iteration 14Q: 3 clusters Score -3517131 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -3517151.500000 Penalty: 5097.894043
	Iteration 15Q: 3 clusters Score -3517152 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -3517168.250000 Penalty: 5097.894043
	Iteration 16Q: 3 clusters Score -3517168 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -3517178.750000 Penalty: 5097.894043
	Iteration 17Q: 3 clusters Score -3517179 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -3517183.500000 Penalty: 5097.894043
	Iteration 18Q: 3 clusters Score -3517184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -3517185.000000 Penalty: 5097.894043
	Iteration 19Q: 3 clusters Score -3517185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -3517175.500000 Penalty: 5097.894043
	Iteration 20F: 3 clusters Score -3517176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -3517176.750000 Penalty: 5097.894043
	Iteration 21Q: 3 clusters Score -3517177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -3517182.500000 Penalty: 5097.894043
	Iteration 22Q: 3 clusters Score -3517182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -3517187.000000 Penalty: 5097.894043
	Iteration 23Q: 3 clusters Score -3517187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -3517186.500000 Penalty: 5097.894043
	Iteration 24Q: 3 clusters Score -3517186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -3517185.750000 Penalty: 5097.894043
	Iteration 25Q: 3 clusters Score -3517186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -3517181.250000 Penalty: 5097.894043
	Iteration 26Q: 3 clusters Score -3517181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -3517180.250000 Penalty: 5097.894043
	Iteration 27Q: 3 clusters Score -3517180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -3517180.250000 Penalty: 5097.894043
	Iteration 28Q: 3 clusters Score -3517180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -3517179.750000 Penalty: 5097.894043
	Iteration 29Q: 3 clusters Score -3517180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -3517182.250000 Penalty: 5097.894043
	Iteration 30Q: 3 clusters Score -3517182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -3517182.750000 Penalty: 5097.894043
	Iteration 31Q: 3 clusters Score -3517183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -3517181.750000 Penalty: 5097.894043
	Iteration 32Q: 3 clusters Score -3517182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -3517181.750000 Penalty: 5097.894043
	Iteration 33F: 3 clusters Score -3517182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Entering Unmasked Estep 
Score: -2584741.750000 Penalty: 2472.391846
	Iteration 0F: 2 clusters Score -2584742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2569712.000000 Penalty: 4944.783691
	Iteration 0F: 3 clusters Score -2569712 nChanged 9442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2574790.500000 Penalty: 4944.783691
	Iteration 1F: 3 clusters Score -2574790 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2575200.750000 Penalty: 4944.783691
	Iteration 2F: 3 clusters Score -2575201 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2575536.250000 Penalty: 4944.783691
	Iteration 3Q: 3 clusters Score -2575536 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2575843.500000 Penalty: 4944.783691
	Iteration 4Q: 3 clusters Score -2575844 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2576211.500000 Penalty: 4944.783691
	Iteration 5Q: 3 clusters Score -2576212 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2576689.250000 Penalty: 4944.783691
	Iteration 6Q: 3 clusters Score -2576689 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2577224.250000 Penalty: 4944.783691
	Iteration 7Q: 3 clusters Score -2577224 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2577913.500000 Penalty: 4944.783691
	Iteration 8Q: 3 clusters Score -2577914 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -2578771.250000 Penalty: 4944.783691
	Iteration 9F: 3 clusters Score -2578771 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2579683.750000 Penalty: 4944.783691
	Iteration 10F: 3 clusters Score -2579684 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2580535.750000 Penalty: 4944.783691
	Iteration 11Q: 3 clusters Score -2580536 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -2581276.500000 Penalty: 4944.783691
	Iteration 12Q: 3 clusters Score -2581276 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -2581807.500000 Penalty: 4944.783691
	Iteration 13Q: 3 clusters Score -2581808 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2582157.500000 Penalty: 4944.783691
	Iteration 14Q: 3 clusters Score -2582158 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -2582327.250000 Penalty: 4944.783691
	Iteration 15Q: 3 clusters Score -2582327 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2582417.250000 Penalty: 4944.783691
	Iteration 16Q: 3 clusters Score -2582417 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2582462.750000 Penalty: 4944.783691
	Iteration 17Q: 3 clusters Score -2582463 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -2582506.250000 Penalty: 4944.783691
	Iteration 18Q: 3 clusters Score -2582506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2582530.750000 Penalty: 4944.783691
	Iteration 19Q: 3 clusters Score -2582531 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -2582551.250000 Penalty: 4944.783691
	Iteration 20F: 3 clusters Score -2582551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -2582556.000000 Penalty: 4944.783691
	Iteration 21Q: 3 clusters Score -2582556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2582561.250000 Penalty: 4944.783691
	Iteration 22Q: 3 clusters Score -2582561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -2582568.750000 Penalty: 4944.783691
	Iteration 23Q: 3 clusters Score -2582569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2582569.500000 Penalty: 4944.783691
	Iteration 24Q: 3 clusters Score -2582570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -2582571.250000 Penalty: 4944.783691
	Iteration 25Q: 3 clusters Score -2582571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2582572.500000 Penalty: 4944.783691
	Iteration 26Q: 3 clusters Score -2582572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2582575.250000 Penalty: 4944.783691
	Iteration 27Q: 3 clusters Score -2582575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2582575.250000 Penalty: 4944.783691
	Iteration 28Q: 3 clusters Score -2582575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2582577.750000 Penalty: 4944.783691
	Iteration 29Q: 3 clusters Score -2582578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2582577.750000 Penalty: 4944.783691
	Iteration 30F: 3 clusters Score -2582578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Entering Unmasked Estep 
Score: -204578.031250 Penalty: 1847.619751
	Iteration 0F: 2 clusters Score -204578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -202076.859375 Penalty: 3695.239502
	Iteration 0F: 3 clusters Score -202076.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -202464.562500 Penalty: 3695.239502
	Iteration 1F: 3 clusters Score -202464.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -202583.750000 Penalty: 3695.239502
	Iteration 2F: 3 clusters Score -202583.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -202644.390625 Penalty: 3695.239502
	Iteration 3Q: 3 clusters Score -202644.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -202673.703125 Penalty: 3695.239502
	Iteration 4Q: 3 clusters Score -202673.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -202699.281250 Penalty: 3695.239502
	Iteration 5Q: 3 clusters Score -202699.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -202714.125000 Penalty: 3695.239502
	Iteration 6Q: 3 clusters Score -202714.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -202727.109375 Penalty: 3695.239502
	Iteration 7Q: 3 clusters Score -202727.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -202742.062500 Penalty: 3695.239502
	Iteration 8Q: 3 clusters Score -202742.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -202750.437500 Penalty: 3695.239502
	Iteration 9Q: 3 clusters Score -202750.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -202756.718750 Penalty: 3695.239502
	Iteration 10Q: 3 clusters Score -202756.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -202758.781250 Penalty: 3695.239502
	Iteration 11Q: 3 clusters Score -202758.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -202762.468750 Penalty: 3695.239502
	Iteration 12Q: 3 clusters Score -202762.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -202766.421875 Penalty: 3695.239502
	Iteration 13Q: 3 clusters Score -202766.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -202769.875000 Penalty: 3695.239502
	Iteration 14Q: 3 clusters Score -202769.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -202774.062500 Penalty: 3695.239502
	Iteration 15Q: 3 clusters Score -202774.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -202777.062500 Penalty: 3695.239502
	Iteration 16Q: 3 clusters Score -202777.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -202782.937500 Penalty: 3695.239502
	Iteration 17Q: 3 clusters Score -202782.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -202784.781250 Penalty: 3695.239502
	Iteration 18Q: 3 clusters Score -202784.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -202785.781250 Penalty: 3695.239502
	Iteration 19Q: 3 clusters Score -202785.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -202790.093750 Penalty: 3695.239502
	Iteration 20F: 3 clusters Score -202790.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -202797.812500 Penalty: 3695.239502
	Iteration 21Q: 3 clusters Score -202797.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -202810.187500 Penalty: 3695.239502
	Iteration 22Q: 3 clusters Score -202810.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -202815.453125 Penalty: 3695.239502
	Iteration 23Q: 3 clusters Score -202815.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -202819.078125 Penalty: 3695.239502
	Iteration 24Q: 3 clusters Score -202819.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -202820.218750 Penalty: 3695.239502
	Iteration 25Q: 3 clusters Score -202820.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -202821.625000 Penalty: 3695.239502
	Iteration 26Q: 3 clusters Score -202821.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -202822.703125 Penalty: 3695.239502
	Iteration 27Q: 3 clusters Score -202822.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -202823.453125 Penalty: 3695.239502
	Iteration 28Q: 3 clusters Score -202823.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -202823.453125 Penalty: 3695.239502
	Iteration 29F: 3 clusters Score -202823.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (89135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89135 members 
Entering Unmasked Estep 
Score: -10681414.000000 Penalty: 2826.680908
	Iteration 0F: 2 clusters Score -1.068141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -10621682.000000 Penalty: 5653.361816
	Iteration 0F: 3 clusters Score -1.062168e+07 nChanged 42162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -10646370.000000 Penalty: 5653.361816
	Iteration 1F: 3 clusters Score -1.064637e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -10647539.000000 Penalty: 5653.361816
	Iteration 2Q: 3 clusters Score -1.064754e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -10648949.000000 Penalty: 5653.361816
	Iteration 3Q: 3 clusters Score -1.064895e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -10650939.000000 Penalty: 5653.361816
	Iteration 4Q: 3 clusters Score -1.065094e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -10653401.000000 Penalty: 5653.361816
	Iteration 5F: 3 clusters Score -1.06534e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -10657082.000000 Penalty: 5653.361816
	Iteration 6F: 3 clusters Score -1.065708e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54609 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -10661842.000000 Penalty: 5653.361816
	Iteration 7F: 3 clusters Score -1.066184e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57350 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -10666703.000000 Penalty: 5653.361816
	Iteration 8F: 3 clusters Score -1.06667e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59404 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -10669464.000000 Penalty: 5653.361816
	Iteration 9F: 3 clusters Score -1.066946e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60919 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -10670703.000000 Penalty: 5653.361816
	Iteration 10Q: 3 clusters Score -1.06707e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62311 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -10671437.000000 Penalty: 5653.361816
	Iteration 11Q: 3 clusters Score -1.067144e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63638 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -10672034.000000 Penalty: 5653.361816
	Iteration 12Q: 3 clusters Score -1.067203e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64921 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -10672575.000000 Penalty: 5653.361816
	Iteration 13Q: 3 clusters Score -1.067258e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66176 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -10673076.000000 Penalty: 5653.361816
	Iteration 14Q: 3 clusters Score -1.067308e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67355 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -10673439.000000 Penalty: 5653.361816
	Iteration 15Q: 3 clusters Score -1.067344e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68488 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -10673765.000000 Penalty: 5653.361816
	Iteration 16Q: 3 clusters Score -1.067376e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69595 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -10674082.000000 Penalty: 5653.361816
	Iteration 17Q: 3 clusters Score -1.067408e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70628 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -10674429.000000 Penalty: 5653.361816
	Iteration 18Q: 3 clusters Score -1.067443e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71681 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -10674795.000000 Penalty: 5653.361816
	Iteration 19Q: 3 clusters Score -1.06748e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72735 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -10675153.000000 Penalty: 5653.361816
	Iteration 20F: 3 clusters Score -1.067515e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73780 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -10675505.000000 Penalty: 5653.361816
	Iteration 21Q: 3 clusters Score -1.06755e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74784 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -10675910.000000 Penalty: 5653.361816
	Iteration 22Q: 3 clusters Score -1.067591e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75741 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -10676167.000000 Penalty: 5653.361816
	Iteration 23Q: 3 clusters Score -1.067617e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76640 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -10676463.000000 Penalty: 5653.361816
	Iteration 24Q: 3 clusters Score -1.067646e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77488 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -10676709.000000 Penalty: 5653.361816
	Iteration 25Q: 3 clusters Score -1.067671e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78273 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -10677011.000000 Penalty: 5653.361816
	Iteration 26Q: 3 clusters Score -1.067701e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78975 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -10677221.000000 Penalty: 5653.361816
	Iteration 27Q: 3 clusters Score -1.067722e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79608 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -10677425.000000 Penalty: 5653.361816
	Iteration 28Q: 3 clusters Score -1.067742e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80228 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -10677643.000000 Penalty: 5653.361816
	Iteration 29Q: 3 clusters Score -1.067764e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80820 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -10677800.000000 Penalty: 5653.361816
	Iteration 30Q: 3 clusters Score -1.06778e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81344 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -10677995.000000 Penalty: 5653.361816
	Iteration 31Q: 3 clusters Score -1.0678e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81845 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -10678117.000000 Penalty: 5653.361816
	Iteration 32Q: 3 clusters Score -1.067812e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82323 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -10678254.000000 Penalty: 5653.361816
	Iteration 33Q: 3 clusters Score -1.067825e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82781 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -10678397.000000 Penalty: 5653.361816
	Iteration 34Q: 3 clusters Score -1.06784e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83171 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -10678489.000000 Penalty: 5653.361816
	Iteration 35Q: 3 clusters Score -1.067849e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83535 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -10678606.000000 Penalty: 5653.361816
	Iteration 36Q: 3 clusters Score -1.067861e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83850 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -10678675.000000 Penalty: 5653.361816
	Iteration 37Q: 3 clusters Score -1.067868e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84117 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -10678778.000000 Penalty: 5653.361816
	Iteration 38Q: 3 clusters Score -1.067878e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84363 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -10678821.000000 Penalty: 5653.361816
	Iteration 39Q: 3 clusters Score -1.067882e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84593 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -10678904.000000 Penalty: 5653.361816
	Iteration 40F: 3 clusters Score -1.06789e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84804 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -10678944.000000 Penalty: 5653.361816
	Iteration 41Q: 3 clusters Score -1.067894e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84994 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -10678980.000000 Penalty: 5653.361816
	Iteration 42Q: 3 clusters Score -1.067898e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85153 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -10679022.000000 Penalty: 5653.361816
	Iteration 43Q: 3 clusters Score -1.067902e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85304 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -10679054.000000 Penalty: 5653.361816
	Iteration 44Q: 3 clusters Score -1.067905e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85435 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -10679055.000000 Penalty: 5653.361816
	Iteration 45Q: 3 clusters Score -1.067906e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85552 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -10679080.000000 Penalty: 5653.361816
	Iteration 46Q: 3 clusters Score -1.067908e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85652 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -10679118.000000 Penalty: 5653.361816
	Iteration 47Q: 3 clusters Score -1.067912e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85741 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -10679117.000000 Penalty: 5653.361816
	Iteration 48Q: 3 clusters Score -1.067912e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85831 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -10679129.000000 Penalty: 5653.361816
	Iteration 49Q: 3 clusters Score -1.067913e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85900 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -10679136.000000 Penalty: 5653.361816
	Iteration 50Q: 3 clusters Score -1.067914e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85961 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -10679148.000000 Penalty: 5653.361816
	Iteration 51Q: 3 clusters Score -1.067915e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86026 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -10679180.000000 Penalty: 5653.361816
	Iteration 52Q: 3 clusters Score -1.067918e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86090 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -10679193.000000 Penalty: 5653.361816
	Iteration 53Q: 3 clusters Score -1.067919e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86140 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -10679197.000000 Penalty: 5653.361816
	Iteration 54Q: 3 clusters Score -1.06792e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86186 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -10679195.000000 Penalty: 5653.361816
	Iteration 55Q: 3 clusters Score -1.06792e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86229 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -10679198.000000 Penalty: 5653.361816
	Iteration 56Q: 3 clusters Score -1.06792e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86267 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -10679203.000000 Penalty: 5653.361816
	Iteration 57Q: 3 clusters Score -1.06792e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86309 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -10679217.000000 Penalty: 5653.361816
	Iteration 58Q: 3 clusters Score -1.067922e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86343 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -10679219.000000 Penalty: 5653.361816
	Iteration 59Q: 3 clusters Score -1.067922e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86378 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -10679223.000000 Penalty: 5653.361816
	Iteration 60F: 3 clusters Score -1.067922e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86416 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -10679257.000000 Penalty: 5653.361816
	Iteration 61Q: 3 clusters Score -1.067926e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86458 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -10679232.000000 Penalty: 5653.361816
	Iteration 62Q: 3 clusters Score -1.067923e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86494 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -10679251.000000 Penalty: 5653.361816
	Iteration 63Q: 3 clusters Score -1.067925e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86528 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -10679258.000000 Penalty: 5653.361816
	Iteration 64Q: 3 clusters Score -1.067926e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86577 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -10679284.000000 Penalty: 5653.361816
	Iteration 65Q: 3 clusters Score -1.067928e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86629 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -10679275.000000 Penalty: 5653.361816
	Iteration 66Q: 3 clusters Score -1.067928e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86657 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -10679283.000000 Penalty: 5653.361816
	Iteration 67Q: 3 clusters Score -1.067928e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86679 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -10679293.000000 Penalty: 5653.361816
	Iteration 68Q: 3 clusters Score -1.067929e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86694 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -10679290.000000 Penalty: 5653.361816
	Iteration 69Q: 3 clusters Score -1.067929e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86717 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -10679294.000000 Penalty: 5653.361816
	Iteration 70Q: 3 clusters Score -1.067929e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86737 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -10679294.000000 Penalty: 5653.361816
	Iteration 71Q: 3 clusters Score -1.067929e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86755 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -10679300.000000 Penalty: 5653.361816
	Iteration 72Q: 3 clusters Score -1.06793e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86768 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -10679296.000000 Penalty: 5653.361816
	Iteration 73Q: 3 clusters Score -1.06793e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -10679309.000000 Penalty: 5653.361816
	Iteration 74Q: 3 clusters Score -1.067931e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86803 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -10679318.000000 Penalty: 5653.361816
	Iteration 75Q: 3 clusters Score -1.067932e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86822 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -10679328.000000 Penalty: 5653.361816
	Iteration 76Q: 3 clusters Score -1.067933e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86845 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -10679327.000000 Penalty: 5653.361816
	Iteration 77Q: 3 clusters Score -1.067933e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86872 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -10679332.000000 Penalty: 5653.361816
	Iteration 78Q: 3 clusters Score -1.067933e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86893 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -10679347.000000 Penalty: 5653.361816
	Iteration 79Q: 3 clusters Score -1.067935e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86910 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -10679350.000000 Penalty: 5653.361816
	Iteration 80F: 3 clusters Score -1.067935e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86924 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -10679343.000000 Penalty: 5653.361816
	Iteration 81Q: 3 clusters Score -1.067934e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86939 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -10679345.000000 Penalty: 5653.361816
	Iteration 82Q: 3 clusters Score -1.067934e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86956 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -10679349.000000 Penalty: 5653.361816
	Iteration 83Q: 3 clusters Score -1.067935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86966 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -10679349.000000 Penalty: 5653.361816
	Iteration 84Q: 3 clusters Score -1.067935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86976 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -10679343.000000 Penalty: 5653.361816
	Iteration 85Q: 3 clusters Score -1.067934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86980 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -10679349.000000 Penalty: 5653.361816
	Iteration 86Q: 3 clusters Score -1.067935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86983 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -10679350.000000 Penalty: 5653.361816
	Iteration 87Q: 3 clusters Score -1.067935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86986 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -10679351.000000 Penalty: 5653.361816
	Iteration 88Q: 3 clusters Score -1.067935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86986 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -10679351.000000 Penalty: 5653.361816
	Iteration 89F: 3 clusters Score -1.067935e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Entering Unmasked Estep 
Score: -679972.625000 Penalty: 2143.974609
	Iteration 0F: 2 clusters Score -679972.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -675064.875000 Penalty: 4287.949219
	Iteration 0F: 3 clusters Score -675064.9 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -676292.812500 Penalty: 4287.949219
	Iteration 1F: 3 clusters Score -676292.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -676490.500000 Penalty: 4287.949219
	Iteration 2F: 3 clusters Score -676490.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -676628.250000 Penalty: 4287.949219
	Iteration 3Q: 3 clusters Score -676628.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -676741.625000 Penalty: 4287.949219
	Iteration 4Q: 3 clusters Score -676741.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -676833.062500 Penalty: 4287.949219
	Iteration 5Q: 3 clusters Score -676833.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -676902.375000 Penalty: 4287.949219
	Iteration 6Q: 3 clusters Score -676902.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -676954.187500 Penalty: 4287.949219
	Iteration 7Q: 3 clusters Score -676954.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -677011.625000 Penalty: 4287.949219
	Iteration 8Q: 3 clusters Score -677011.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -677069.312500 Penalty: 4287.949219
	Iteration 9Q: 3 clusters Score -677069.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -677133.812500 Penalty: 4287.949219
	Iteration 10Q: 3 clusters Score -677133.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -677209.937500 Penalty: 4287.949219
	Iteration 11Q: 3 clusters Score -677209.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -677287.000000 Penalty: 4287.949219
	Iteration 12Q: 3 clusters Score -677287 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -677372.062500 Penalty: 4287.949219
	Iteration 13Q: 3 clusters Score -677372.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -677466.937500 Penalty: 4287.949219
	Iteration 14Q: 3 clusters Score -677466.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -677581.125000 Penalty: 4287.949219
	Iteration 15Q: 3 clusters Score -677581.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -677690.437500 Penalty: 4287.949219
	Iteration 16Q: 3 clusters Score -677690.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -677779.312500 Penalty: 4287.949219
	Iteration 17Q: 3 clusters Score -677779.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -677838.062500 Penalty: 4287.949219
	Iteration 18Q: 3 clusters Score -677838.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -677879.250000 Penalty: 4287.949219
	Iteration 19Q: 3 clusters Score -677879.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -677913.500000 Penalty: 4287.949219
	Iteration 20F: 3 clusters Score -677913.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -677944.250000 Penalty: 4287.949219
	Iteration 21Q: 3 clusters Score -677944.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -677982.437500 Penalty: 4287.949219
	Iteration 22Q: 3 clusters Score -677982.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -678025.625000 Penalty: 4287.949219
	Iteration 23Q: 3 clusters Score -678025.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -678062.687500 Penalty: 4287.949219
	Iteration 24Q: 3 clusters Score -678062.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -678101.250000 Penalty: 4287.949219
	Iteration 25Q: 3 clusters Score -678101.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -678131.625000 Penalty: 4287.949219
	Iteration 26Q: 3 clusters Score -678131.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -678150.812500 Penalty: 4287.949219
	Iteration 27Q: 3 clusters Score -678150.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -678174.750000 Penalty: 4287.949219
	Iteration 28Q: 3 clusters Score -678174.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -678198.687500 Penalty: 4287.949219
	Iteration 29Q: 3 clusters Score -678198.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -678208.687500 Penalty: 4287.949219
	Iteration 30Q: 3 clusters Score -678208.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -678220.687500 Penalty: 4287.949219
	Iteration 31Q: 3 clusters Score -678220.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -678235.437500 Penalty: 4287.949219
	Iteration 32Q: 3 clusters Score -678235.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -678248.062500 Penalty: 4287.949219
	Iteration 33Q: 3 clusters Score -678248.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -678258.875000 Penalty: 4287.949219
	Iteration 34Q: 3 clusters Score -678258.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -678263.937500 Penalty: 4287.949219
	Iteration 35Q: 3 clusters Score -678263.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -678267.812500 Penalty: 4287.949219
	Iteration 36Q: 3 clusters Score -678267.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -678270.625000 Penalty: 4287.949219
	Iteration 37Q: 3 clusters Score -678270.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -678273.437500 Penalty: 4287.949219
	Iteration 38Q: 3 clusters Score -678273.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -678275.750000 Penalty: 4287.949219
	Iteration 39Q: 3 clusters Score -678275.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -678276.562500 Penalty: 4287.949219
	Iteration 40F: 3 clusters Score -678276.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -678280.375000 Penalty: 4287.949219
	Iteration 41Q: 3 clusters Score -678280.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -678283.562500 Penalty: 4287.949219
	Iteration 42Q: 3 clusters Score -678283.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -678284.875000 Penalty: 4287.949219
	Iteration 43Q: 3 clusters Score -678284.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -678287.375000 Penalty: 4287.949219
	Iteration 44Q: 3 clusters Score -678287.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -678288.875000 Penalty: 4287.949219
	Iteration 45Q: 3 clusters Score -678288.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -678289.062500 Penalty: 4287.949219
	Iteration 46Q: 3 clusters Score -678289.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -678290.062500 Penalty: 4287.949219
	Iteration 47Q: 3 clusters Score -678290.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -678292.250000 Penalty: 4287.949219
	Iteration 48Q: 3 clusters Score -678292.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -678294.250000 Penalty: 4287.949219
	Iteration 49Q: 3 clusters Score -678294.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -678295.312500 Penalty: 4287.949219
	Iteration 50Q: 3 clusters Score -678295.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -678296.375000 Penalty: 4287.949219
	Iteration 51Q: 3 clusters Score -678296.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -678299.500000 Penalty: 4287.949219
	Iteration 52Q: 3 clusters Score -678299.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -678303.875000 Penalty: 4287.949219
	Iteration 53Q: 3 clusters Score -678303.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -678306.875000 Penalty: 4287.949219
	Iteration 54Q: 3 clusters Score -678306.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -678307.500000 Penalty: 4287.949219
	Iteration 55Q: 3 clusters Score -678307.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -678307.250000 Penalty: 4287.949219
	Iteration 56Q: 3 clusters Score -678307.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -678307.125000 Penalty: 4287.949219
	Iteration 57Q: 3 clusters Score -678307.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -678309.375000 Penalty: 4287.949219
	Iteration 58Q: 3 clusters Score -678309.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -678312.812500 Penalty: 4287.949219
	Iteration 59Q: 3 clusters Score -678312.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -678314.312500 Penalty: 4287.949219
	Iteration 60F: 3 clusters Score -678314.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -678315.562500 Penalty: 4287.949219
	Iteration 61Q: 3 clusters Score -678315.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -678319.250000 Penalty: 4287.949219
	Iteration 62Q: 3 clusters Score -678319.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -678322.250000 Penalty: 4287.949219
	Iteration 63Q: 3 clusters Score -678322.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -678324.562500 Penalty: 4287.949219
	Iteration 64Q: 3 clusters Score -678324.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -678328.812500 Penalty: 4287.949219
	Iteration 65Q: 3 clusters Score -678328.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -678334.125000 Penalty: 4287.949219
	Iteration 66Q: 3 clusters Score -678334.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -678338.687500 Penalty: 4287.949219
	Iteration 67Q: 3 clusters Score -678338.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -678341.500000 Penalty: 4287.949219
	Iteration 68Q: 3 clusters Score -678341.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -678343.125000 Penalty: 4287.949219
	Iteration 69Q: 3 clusters Score -678343.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -678343.437500 Penalty: 4287.949219
	Iteration 70Q: 3 clusters Score -678343.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -678343.562500 Penalty: 4287.949219
	Iteration 71Q: 3 clusters Score -678343.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -678343.562500 Penalty: 4287.949219
	Iteration 72F: 3 clusters Score -678343.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Entering Unmasked Estep 
Score: -528740.437500 Penalty: 2079.657715
	Iteration 0F: 2 clusters Score -528740.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -524609.750000 Penalty: 4159.315430
	Iteration 0F: 3 clusters Score -524609.8 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -525643.062500 Penalty: 4159.315430
	Iteration 1F: 3 clusters Score -525643.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -525988.000000 Penalty: 4159.315430
	Iteration 2F: 3 clusters Score -525988 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -526325.125000 Penalty: 4159.315430
	Iteration 3F: 3 clusters Score -526325.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -526658.062500 Penalty: 4159.315430
	Iteration 4F: 3 clusters Score -526658.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -526973.562500 Penalty: 4159.315430
	Iteration 5F: 3 clusters Score -526973.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -527248.437500 Penalty: 4159.315430
	Iteration 6F: 3 clusters Score -527248.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -527458.375000 Penalty: 4159.315430
	Iteration 7Q: 3 clusters Score -527458.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -527594.875000 Penalty: 4159.315430
	Iteration 8Q: 3 clusters Score -527594.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -527687.125000 Penalty: 4159.315430
	Iteration 9Q: 3 clusters Score -527687.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -527752.812500 Penalty: 4159.315430
	Iteration 10Q: 3 clusters Score -527752.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -527797.562500 Penalty: 4159.315430
	Iteration 11Q: 3 clusters Score -527797.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -527831.125000 Penalty: 4159.315430
	Iteration 12Q: 3 clusters Score -527831.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -527852.875000 Penalty: 4159.315430
	Iteration 13Q: 3 clusters Score -527852.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -527867.375000 Penalty: 4159.315430
	Iteration 14Q: 3 clusters Score -527867.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -527881.187500 Penalty: 4159.315430
	Iteration 15Q: 3 clusters Score -527881.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -527889.562500 Penalty: 4159.315430
	Iteration 16Q: 3 clusters Score -527889.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -527895.187500 Penalty: 4159.315430
	Iteration 17Q: 3 clusters Score -527895.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -527899.125000 Penalty: 4159.315430
	Iteration 18Q: 3 clusters Score -527899.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -527903.562500 Penalty: 4159.315430
	Iteration 19Q: 3 clusters Score -527903.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -527909.125000 Penalty: 4159.315430
	Iteration 20F: 3 clusters Score -527909.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -527912.312500 Penalty: 4159.315430
	Iteration 21Q: 3 clusters Score -527912.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -527912.250000 Penalty: 4159.315430
	Iteration 22Q: 3 clusters Score -527912.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -527912.562500 Penalty: 4159.315430
	Iteration 23Q: 3 clusters Score -527912.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -527912.562500 Penalty: 4159.315430
	Iteration 24Q: 3 clusters Score -527912.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -527913.937500 Penalty: 4159.315430
	Iteration 25Q: 3 clusters Score -527913.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -527914.687500 Penalty: 4159.315430
	Iteration 26Q: 3 clusters Score -527914.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -527916.312500 Penalty: 4159.315430
	Iteration 27Q: 3 clusters Score -527916.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -527917.500000 Penalty: 4159.315430
	Iteration 28Q: 3 clusters Score -527917.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -527917.500000 Penalty: 4159.315430
	Iteration 29F: 3 clusters Score -527917.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -51868.167969 Penalty: 1556.140991
	Iteration 0F: 2 clusters Score -51868.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50414.593750 Penalty: 3112.281982
	Iteration 0F: 3 clusters Score -50414.59 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50707.390625 Penalty: 3112.281982
	Iteration 1F: 3 clusters Score -50707.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50807.003906 Penalty: 3112.281982
	Iteration 2F: 3 clusters Score -50807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50840.105469 Penalty: 3112.281982
	Iteration 3Q: 3 clusters Score -50840.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50861.261719 Penalty: 3112.281982
	Iteration 4Q: 3 clusters Score -50861.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -50881.664062 Penalty: 3112.281982
	Iteration 5Q: 3 clusters Score -50881.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50884.707031 Penalty: 3112.281982
	Iteration 6Q: 3 clusters Score -50884.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -50887.320312 Penalty: 3112.281982
	Iteration 7Q: 3 clusters Score -50887.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -50887.320312 Penalty: 3112.281982
	Iteration 8F: 3 clusters Score -50887.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Entering Unmasked Estep 
Score: -583988.437500 Penalty: 2121.322021
	Iteration 0F: 2 clusters Score -583988.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -579342.687500 Penalty: 4242.644043
	Iteration 0F: 3 clusters Score -579342.7 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -580471.875000 Penalty: 4242.644043
	Iteration 1F: 3 clusters Score -580471.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -580718.750000 Penalty: 4242.644043
	Iteration 2F: 3 clusters Score -580718.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -580857.687500 Penalty: 4242.644043
	Iteration 3Q: 3 clusters Score -580857.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -580959.812500 Penalty: 4242.644043
	Iteration 4Q: 3 clusters Score -580959.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -581044.250000 Penalty: 4242.644043
	Iteration 5Q: 3 clusters Score -581044.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -581112.937500 Penalty: 4242.644043
	Iteration 6Q: 3 clusters Score -581112.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -581183.562500 Penalty: 4242.644043
	Iteration 7Q: 3 clusters Score -581183.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -581256.625000 Penalty: 4242.644043
	Iteration 8Q: 3 clusters Score -581256.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -581326.187500 Penalty: 4242.644043
	Iteration 9Q: 3 clusters Score -581326.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -581406.187500 Penalty: 4242.644043
	Iteration 10Q: 3 clusters Score -581406.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -581473.812500 Penalty: 4242.644043
	Iteration 11Q: 3 clusters Score -581473.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -581538.750000 Penalty: 4242.644043
	Iteration 12Q: 3 clusters Score -581538.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -581589.687500 Penalty: 4242.644043
	Iteration 13Q: 3 clusters Score -581589.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -581634.437500 Penalty: 4242.644043
	Iteration 14Q: 3 clusters Score -581634.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -581672.125000 Penalty: 4242.644043
	Iteration 15Q: 3 clusters Score -581672.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -581714.687500 Penalty: 4242.644043
	Iteration 16Q: 3 clusters Score -581714.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -581758.437500 Penalty: 4242.644043
	Iteration 17Q: 3 clusters Score -581758.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -581796.875000 Penalty: 4242.644043
	Iteration 18Q: 3 clusters Score -581796.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -581834.562500 Penalty: 4242.644043
	Iteration 19Q: 3 clusters Score -581834.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -581879.000000 Penalty: 4242.644043
	Iteration 20F: 3 clusters Score -581879 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -581915.625000 Penalty: 4242.644043
	Iteration 21Q: 3 clusters Score -581915.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -581947.187500 Penalty: 4242.644043
	Iteration 22Q: 3 clusters Score -581947.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -581975.062500 Penalty: 4242.644043
	Iteration 23Q: 3 clusters Score -581975.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -582008.375000 Penalty: 4242.644043
	Iteration 24Q: 3 clusters Score -582008.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -582037.937500 Penalty: 4242.644043
	Iteration 25Q: 3 clusters Score -582037.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -582050.062500 Penalty: 4242.644043
	Iteration 26Q: 3 clusters Score -582050.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -582058.312500 Penalty: 4242.644043
	Iteration 27Q: 3 clusters Score -582058.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -582066.062500 Penalty: 4242.644043
	Iteration 28Q: 3 clusters Score -582066.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -582071.750000 Penalty: 4242.644043
	Iteration 29Q: 3 clusters Score -582071.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -582076.187500 Penalty: 4242.644043
	Iteration 30Q: 3 clusters Score -582076.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -582084.500000 Penalty: 4242.644043
	Iteration 31Q: 3 clusters Score -582084.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -582090.750000 Penalty: 4242.644043
	Iteration 32Q: 3 clusters Score -582090.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -582098.875000 Penalty: 4242.644043
	Iteration 33Q: 3 clusters Score -582098.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -582104.125000 Penalty: 4242.644043
	Iteration 34Q: 3 clusters Score -582104.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -582108.562500 Penalty: 4242.644043
	Iteration 35Q: 3 clusters Score -582108.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -582113.250000 Penalty: 4242.644043
	Iteration 36Q: 3 clusters Score -582113.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -582116.062500 Penalty: 4242.644043
	Iteration 37Q: 3 clusters Score -582116.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -582122.875000 Penalty: 4242.644043
	Iteration 38Q: 3 clusters Score -582122.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -582126.250000 Penalty: 4242.644043
	Iteration 39Q: 3 clusters Score -582126.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -582129.187500 Penalty: 4242.644043
	Iteration 40F: 3 clusters Score -582129.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -582133.062500 Penalty: 4242.644043
	Iteration 41Q: 3 clusters Score -582133.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -582134.437500 Penalty: 4242.644043
	Iteration 42Q: 3 clusters Score -582134.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -582137.125000 Penalty: 4242.644043
	Iteration 43Q: 3 clusters Score -582137.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -582137.000000 Penalty: 4242.644043
	Iteration 44Q: 3 clusters Score -582137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -582137.000000 Penalty: 4242.644043
	Iteration 45F: 3 clusters Score -582137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Entering Unmasked Estep 
Score: -101215.109375 Penalty: 1694.859009
	Iteration 0F: 2 clusters Score -101215.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -99301.359375 Penalty: 3389.718018
	Iteration 0F: 3 clusters Score -99301.36 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -99560.898438 Penalty: 3389.718018
	Iteration 1F: 3 clusters Score -99560.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -99657.804688 Penalty: 3389.718018
	Iteration 2F: 3 clusters Score -99657.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -99710.179688 Penalty: 3389.718018
	Iteration 3Q: 3 clusters Score -99710.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -99740.781250 Penalty: 3389.718018
	Iteration 4Q: 3 clusters Score -99740.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -99766.148438 Penalty: 3389.718018
	Iteration 5Q: 3 clusters Score -99766.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -99778.218750 Penalty: 3389.718018
	Iteration 6Q: 3 clusters Score -99778.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -99794.210938 Penalty: 3389.718018
	Iteration 7Q: 3 clusters Score -99794.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -99808.171875 Penalty: 3389.718018
	Iteration 8Q: 3 clusters Score -99808.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -99820.546875 Penalty: 3389.718018
	Iteration 9Q: 3 clusters Score -99820.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -99825.656250 Penalty: 3389.718018
	Iteration 10Q: 3 clusters Score -99825.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -99831.140625 Penalty: 3389.718018
	Iteration 11Q: 3 clusters Score -99831.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -99838.109375 Penalty: 3389.718018
	Iteration 12Q: 3 clusters Score -99838.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -99840.125000 Penalty: 3389.718018
	Iteration 13Q: 3 clusters Score -99840.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -99841.273438 Penalty: 3389.718018
	Iteration 14Q: 3 clusters Score -99841.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -99841.273438 Penalty: 3389.718018
	Iteration 15F: 3 clusters Score -99841.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Entering Unmasked Estep 
Score: -586400.750000 Penalty: 2108.515869
	Iteration 0F: 2 clusters Score -586400.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -581914.625000 Penalty: 4217.031738
	Iteration 0F: 3 clusters Score -581914.6 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -582955.875000 Penalty: 4217.031738
	Iteration 1F: 3 clusters Score -582955.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -583162.687500 Penalty: 4217.031738
	Iteration 2F: 3 clusters Score -583162.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -583294.312500 Penalty: 4217.031738
	Iteration 3Q: 3 clusters Score -583294.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -583383.562500 Penalty: 4217.031738
	Iteration 4Q: 3 clusters Score -583383.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -583451.375000 Penalty: 4217.031738
	Iteration 5Q: 3 clusters Score -583451.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -583504.687500 Penalty: 4217.031738
	Iteration 6Q: 3 clusters Score -583504.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -583557.312500 Penalty: 4217.031738
	Iteration 7Q: 3 clusters Score -583557.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -583587.937500 Penalty: 4217.031738
	Iteration 8Q: 3 clusters Score -583587.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -583609.687500 Penalty: 4217.031738
	Iteration 9Q: 3 clusters Score -583609.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -583633.125000 Penalty: 4217.031738
	Iteration 10Q: 3 clusters Score -583633.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -583654.875000 Penalty: 4217.031738
	Iteration 11Q: 3 clusters Score -583654.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -583679.500000 Penalty: 4217.031738
	Iteration 12Q: 3 clusters Score -583679.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -583699.000000 Penalty: 4217.031738
	Iteration 13Q: 3 clusters Score -583699 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -583715.375000 Penalty: 4217.031738
	Iteration 14Q: 3 clusters Score -583715.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -583728.062500 Penalty: 4217.031738
	Iteration 15Q: 3 clusters Score -583728.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -583743.875000 Penalty: 4217.031738
	Iteration 16Q: 3 clusters Score -583743.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -583756.687500 Penalty: 4217.031738
	Iteration 17Q: 3 clusters Score -583756.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -583772.500000 Penalty: 4217.031738
	Iteration 18Q: 3 clusters Score -583772.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -583788.437500 Penalty: 4217.031738
	Iteration 19Q: 3 clusters Score -583788.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -583798.937500 Penalty: 4217.031738
	Iteration 20F: 3 clusters Score -583798.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -583813.812500 Penalty: 4217.031738
	Iteration 21Q: 3 clusters Score -583813.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -583829.500000 Penalty: 4217.031738
	Iteration 22Q: 3 clusters Score -583829.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -583850.000000 Penalty: 4217.031738
	Iteration 23Q: 3 clusters Score -583850 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -583877.500000 Penalty: 4217.031738
	Iteration 24Q: 3 clusters Score -583877.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -583913.687500 Penalty: 4217.031738
	Iteration 25Q: 3 clusters Score -583913.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -583941.562500 Penalty: 4217.031738
	Iteration 26Q: 3 clusters Score -583941.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -583973.125000 Penalty: 4217.031738
	Iteration 27Q: 3 clusters Score -583973.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -584006.437500 Penalty: 4217.031738
	Iteration 28Q: 3 clusters Score -584006.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -584028.250000 Penalty: 4217.031738
	Iteration 29Q: 3 clusters Score -584028.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -584053.750000 Penalty: 4217.031738
	Iteration 30Q: 3 clusters Score -584053.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -584077.375000 Penalty: 4217.031738
	Iteration 31Q: 3 clusters Score -584077.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -584096.437500 Penalty: 4217.031738
	Iteration 32Q: 3 clusters Score -584096.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -584119.062500 Penalty: 4217.031738
	Iteration 33Q: 3 clusters Score -584119.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -584139.937500 Penalty: 4217.031738
	Iteration 34Q: 3 clusters Score -584139.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -584152.062500 Penalty: 4217.031738
	Iteration 35Q: 3 clusters Score -584152.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -584162.750000 Penalty: 4217.031738
	Iteration 36Q: 3 clusters Score -584162.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -584175.687500 Penalty: 4217.031738
	Iteration 37Q: 3 clusters Score -584175.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -584186.687500 Penalty: 4217.031738
	Iteration 38Q: 3 clusters Score -584186.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -584197.062500 Penalty: 4217.031738
	Iteration 39Q: 3 clusters Score -584197.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -584208.500000 Penalty: 4217.031738
	Iteration 40F: 3 clusters Score -584208.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -584219.937500 Penalty: 4217.031738
	Iteration 41Q: 3 clusters Score -584219.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -584230.562500 Penalty: 4217.031738
	Iteration 42Q: 3 clusters Score -584230.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -584241.062500 Penalty: 4217.031738
	Iteration 43Q: 3 clusters Score -584241.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -584250.250000 Penalty: 4217.031738
	Iteration 44Q: 3 clusters Score -584250.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -584258.250000 Penalty: 4217.031738
	Iteration 45Q: 3 clusters Score -584258.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -584266.437500 Penalty: 4217.031738
	Iteration 46Q: 3 clusters Score -584266.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -584276.812500 Penalty: 4217.031738
	Iteration 47Q: 3 clusters Score -584276.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -584282.125000 Penalty: 4217.031738
	Iteration 48Q: 3 clusters Score -584282.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -584287.875000 Penalty: 4217.031738
	Iteration 49Q: 3 clusters Score -584287.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -584289.312500 Penalty: 4217.031738
	Iteration 50Q: 3 clusters Score -584289.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -584291.062500 Penalty: 4217.031738
	Iteration 51Q: 3 clusters Score -584291.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -584293.750000 Penalty: 4217.031738
	Iteration 52Q: 3 clusters Score -584293.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -584296.687500 Penalty: 4217.031738
	Iteration 53Q: 3 clusters Score -584296.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -584298.937500 Penalty: 4217.031738
	Iteration 54Q: 3 clusters Score -584298.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -584301.250000 Penalty: 4217.031738
	Iteration 55Q: 3 clusters Score -584301.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -584303.750000 Penalty: 4217.031738
	Iteration 56Q: 3 clusters Score -584303.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -584305.750000 Penalty: 4217.031738
	Iteration 57Q: 3 clusters Score -584305.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -584306.187500 Penalty: 4217.031738
	Iteration 58Q: 3 clusters Score -584306.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -584307.000000 Penalty: 4217.031738
	Iteration 59Q: 3 clusters Score -584307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -584306.937500 Penalty: 4217.031738
	Iteration 60F: 3 clusters Score -584306.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -584309.250000 Penalty: 4217.031738
	Iteration 61Q: 3 clusters Score -584309.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -584309.687500 Penalty: 4217.031738
	Iteration 62Q: 3 clusters Score -584309.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -584311.250000 Penalty: 4217.031738
	Iteration 63Q: 3 clusters Score -584311.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -584311.562500 Penalty: 4217.031738
	Iteration 64Q: 3 clusters Score -584311.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -584312.250000 Penalty: 4217.031738
	Iteration 65Q: 3 clusters Score -584312.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -584312.312500 Penalty: 4217.031738
	Iteration 66Q: 3 clusters Score -584312.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -584313.375000 Penalty: 4217.031738
	Iteration 67Q: 3 clusters Score -584313.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -584314.625000 Penalty: 4217.031738
	Iteration 68Q: 3 clusters Score -584314.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -584314.062500 Penalty: 4217.031738
	Iteration 69Q: 3 clusters Score -584314.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -584313.187500 Penalty: 4217.031738
	Iteration 70Q: 3 clusters Score -584313.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -584314.687500 Penalty: 4217.031738
	Iteration 71Q: 3 clusters Score -584314.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -584314.312500 Penalty: 4217.031738
	Iteration 72Q: 3 clusters Score -584314.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -584314.187500 Penalty: 4217.031738
	Iteration 73Q: 3 clusters Score -584314.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -584314.187500 Penalty: 4217.031738
	Iteration 74F: 3 clusters Score -584314.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Entering Unmasked Estep 
Score: -5015459.500000 Penalty: 2645.312012
	Iteration 0F: 2 clusters Score -5015460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -4986496.500000 Penalty: 5290.624023
	Iteration 0F: 3 clusters Score -4986496 nChanged 19673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -4997242.500000 Penalty: 5290.624023
	Iteration 1F: 3 clusters Score -4997242 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -4997802.000000 Penalty: 5290.624023
	Iteration 2Q: 3 clusters Score -4997802 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -4998320.000000 Penalty: 5290.624023
	Iteration 3Q: 3 clusters Score -4998320 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -4998864.000000 Penalty: 5290.624023
	Iteration 4Q: 3 clusters Score -4998864 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -4999374.000000 Penalty: 5290.624023
	Iteration 5Q: 3 clusters Score -4999374 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -4999941.000000 Penalty: 5290.624023
	Iteration 6Q: 3 clusters Score -4999941 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -5000572.000000 Penalty: 5290.624023
	Iteration 7Q: 3 clusters Score -5000572 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -5001283.000000 Penalty: 5290.624023
	Iteration 8Q: 3 clusters Score -5001283 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -5002006.000000 Penalty: 5290.624023
	Iteration 9Q: 3 clusters Score -5002006 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -5002670.500000 Penalty: 5290.624023
	Iteration 10Q: 3 clusters Score -5002670 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -5003296.000000 Penalty: 5290.624023
	Iteration 11Q: 3 clusters Score -5003296 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -5003778.500000 Penalty: 5290.624023
	Iteration 12Q: 3 clusters Score -5003778 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -5004105.500000 Penalty: 5290.624023
	Iteration 13Q: 3 clusters Score -5004106 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -5004360.000000 Penalty: 5290.624023
	Iteration 14Q: 3 clusters Score -5004360 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -5004552.000000 Penalty: 5290.624023
	Iteration 15Q: 3 clusters Score -5004552 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -5004727.500000 Penalty: 5290.624023
	Iteration 16Q: 3 clusters Score -5004728 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -5004914.500000 Penalty: 5290.624023
	Iteration 17Q: 3 clusters Score -5004914 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -5005114.500000 Penalty: 5290.624023
	Iteration 18Q: 3 clusters Score -5005114 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -5005359.500000 Penalty: 5290.624023
	Iteration 19Q: 3 clusters Score -5005360 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -5005573.000000 Penalty: 5290.624023
	Iteration 20F: 3 clusters Score -5005573 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -5005930.000000 Penalty: 5290.624023
	Iteration 21Q: 3 clusters Score -5005930 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -5006362.000000 Penalty: 5290.624023
	Iteration 22Q: 3 clusters Score -5006362 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -5006865.000000 Penalty: 5290.624023
	Iteration 23Q: 3 clusters Score -5006865 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -5007427.000000 Penalty: 5290.624023
	Iteration 24Q: 3 clusters Score -5007427 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -5008067.500000 Penalty: 5290.624023
	Iteration 25Q: 3 clusters Score -5008068 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -5008815.000000 Penalty: 5290.624023
	Iteration 26Q: 3 clusters Score -5008815 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -5009573.000000 Penalty: 5290.624023
	Iteration 27Q: 3 clusters Score -5009573 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -5010354.000000 Penalty: 5290.624023
	Iteration 28Q: 3 clusters Score -5010354 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -5011047.000000 Penalty: 5290.624023
	Iteration 29Q: 3 clusters Score -5011047 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -5011563.500000 Penalty: 5290.624023
	Iteration 30Q: 3 clusters Score -5011564 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -5011989.500000 Penalty: 5290.624023
	Iteration 31Q: 3 clusters Score -5011990 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -5012325.000000 Penalty: 5290.624023
	Iteration 32Q: 3 clusters Score -5012325 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -5012561.000000 Penalty: 5290.624023
	Iteration 33Q: 3 clusters Score -5012561 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -5012700.000000 Penalty: 5290.624023
	Iteration 34Q: 3 clusters Score -5012700 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -5012808.500000 Penalty: 5290.624023
	Iteration 35Q: 3 clusters Score -5012808 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -5012878.000000 Penalty: 5290.624023
	Iteration 36Q: 3 clusters Score -5012878 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -5012936.500000 Penalty: 5290.624023
	Iteration 37Q: 3 clusters Score -5012936 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -5012982.000000 Penalty: 5290.624023
	Iteration 38Q: 3 clusters Score -5012982 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -5013015.000000 Penalty: 5290.624023
	Iteration 39Q: 3 clusters Score -5013015 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -5013056.000000 Penalty: 5290.624023
	Iteration 40F: 3 clusters Score -5013056 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -5013090.000000 Penalty: 5290.624023
	Iteration 41Q: 3 clusters Score -5013090 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -5013107.000000 Penalty: 5290.624023
	Iteration 42Q: 3 clusters Score -5013107 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -5013130.000000 Penalty: 5290.624023
	Iteration 43Q: 3 clusters Score -5013130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -5013138.000000 Penalty: 5290.624023
	Iteration 44Q: 3 clusters Score -5013138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -5013155.000000 Penalty: 5290.624023
	Iteration 45Q: 3 clusters Score -5013155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -5013161.500000 Penalty: 5290.624023
	Iteration 46Q: 3 clusters Score -5013162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -5013163.000000 Penalty: 5290.624023
	Iteration 47Q: 3 clusters Score -5013163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -5013178.000000 Penalty: 5290.624023
	Iteration 48Q: 3 clusters Score -5013178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -5013180.500000 Penalty: 5290.624023
	Iteration 49Q: 3 clusters Score -5013180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -5013198.500000 Penalty: 5290.624023
	Iteration 50Q: 3 clusters Score -5013198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -5013203.500000 Penalty: 5290.624023
	Iteration 51Q: 3 clusters Score -5013204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -5013201.000000 Penalty: 5290.624023
	Iteration 52Q: 3 clusters Score -5013201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -5013205.000000 Penalty: 5290.624023
	Iteration 53Q: 3 clusters Score -5013205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -5013203.500000 Penalty: 5290.624023
	Iteration 54Q: 3 clusters Score -5013204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -5013211.000000 Penalty: 5290.624023
	Iteration 55Q: 3 clusters Score -5013211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -5013214.000000 Penalty: 5290.624023
	Iteration 56Q: 3 clusters Score -5013214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -5013219.000000 Penalty: 5290.624023
	Iteration 57Q: 3 clusters Score -5013219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -5013231.500000 Penalty: 5290.624023
	Iteration 58Q: 3 clusters Score -5013232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -5013241.000000 Penalty: 5290.624023
	Iteration 59Q: 3 clusters Score -5013241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -5013243.500000 Penalty: 5290.624023
	Iteration 60F: 3 clusters Score -5013244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -5013240.000000 Penalty: 5290.624023
	Iteration 61Q: 3 clusters Score -5013240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -5013235.000000 Penalty: 5290.624023
	Iteration 62Q: 3 clusters Score -5013235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -5013235.000000 Penalty: 5290.624023
	Iteration 63F: 3 clusters Score -5013235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Entering Unmasked Estep 
Score: -4049736.750000 Penalty: 2584.976807
	Iteration 0F: 2 clusters Score -4049737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -4026865.500000 Penalty: 5169.953613
	Iteration 0F: 3 clusters Score -4026866 nChanged 15196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -4035146.250000 Penalty: 5169.953613
	Iteration 1F: 3 clusters Score -4035146 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -4035587.250000 Penalty: 5169.953613
	Iteration 2Q: 3 clusters Score -4035587 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -4036063.750000 Penalty: 5169.953613
	Iteration 3Q: 3 clusters Score -4036064 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -4036569.250000 Penalty: 5169.953613
	Iteration 4Q: 3 clusters Score -4036569 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -4037108.250000 Penalty: 5169.953613
	Iteration 5Q: 3 clusters Score -4037108 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -4037648.000000 Penalty: 5169.953613
	Iteration 6Q: 3 clusters Score -4037648 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -4038089.000000 Penalty: 5169.953613
	Iteration 7Q: 3 clusters Score -4038089 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -4038526.250000 Penalty: 5169.953613
	Iteration 8Q: 3 clusters Score -4038526 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -4039001.500000 Penalty: 5169.953613
	Iteration 9Q: 3 clusters Score -4039002 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -4039616.500000 Penalty: 5169.953613
	Iteration 10Q: 3 clusters Score -4039616 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -4040479.000000 Penalty: 5169.953613
	Iteration 11Q: 3 clusters Score -4040479 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -4041585.250000 Penalty: 5169.953613
	Iteration 12Q: 3 clusters Score -4041585 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -4042794.500000 Penalty: 5169.953613
	Iteration 13F: 3 clusters Score -4042794 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -4043824.750000 Penalty: 5169.953613
	Iteration 14Q: 3 clusters Score -4043825 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -4044528.500000 Penalty: 5169.953613
	Iteration 15Q: 3 clusters Score -4044528 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -4044921.000000 Penalty: 5169.953613
	Iteration 16Q: 3 clusters Score -4044921 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -4045140.500000 Penalty: 5169.953613
	Iteration 17Q: 3 clusters Score -4045140 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -4045286.750000 Penalty: 5169.953613
	Iteration 18Q: 3 clusters Score -4045287 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -4045407.500000 Penalty: 5169.953613
	Iteration 19Q: 3 clusters Score -4045408 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -4045495.250000 Penalty: 5169.953613
	Iteration 20F: 3 clusters Score -4045495 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -4045580.250000 Penalty: 5169.953613
	Iteration 21Q: 3 clusters Score -4045580 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -4045641.250000 Penalty: 5169.953613
	Iteration 22Q: 3 clusters Score -4045641 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -4045708.500000 Penalty: 5169.953613
	Iteration 23Q: 3 clusters Score -4045708 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -4045775.750000 Penalty: 5169.953613
	Iteration 24Q: 3 clusters Score -4045776 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -4045819.000000 Penalty: 5169.953613
	Iteration 25Q: 3 clusters Score -4045819 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -4045865.750000 Penalty: 5169.953613
	Iteration 26Q: 3 clusters Score -4045866 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -4045924.750000 Penalty: 5169.953613
	Iteration 27Q: 3 clusters Score -4045925 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -4045962.750000 Penalty: 5169.953613
	Iteration 28Q: 3 clusters Score -4045963 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -4046002.500000 Penalty: 5169.953613
	Iteration 29Q: 3 clusters Score -4046002 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -4046067.250000 Penalty: 5169.953613
	Iteration 30Q: 3 clusters Score -4046067 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -4046122.750000 Penalty: 5169.953613
	Iteration 31Q: 3 clusters Score -4046123 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -4046185.500000 Penalty: 5169.953613
	Iteration 32Q: 3 clusters Score -4046186 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -4046232.250000 Penalty: 5169.953613
	Iteration 33Q: 3 clusters Score -4046232 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -4046277.750000 Penalty: 5169.953613
	Iteration 34Q: 3 clusters Score -4046278 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -4046317.750000 Penalty: 5169.953613
	Iteration 35Q: 3 clusters Score -4046318 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -4046358.500000 Penalty: 5169.953613
	Iteration 36Q: 3 clusters Score -4046358 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -4046427.750000 Penalty: 5169.953613
	Iteration 37Q: 3 clusters Score -4046428 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -4046473.500000 Penalty: 5169.953613
	Iteration 38Q: 3 clusters Score -4046474 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -4046531.250000 Penalty: 5169.953613
	Iteration 39Q: 3 clusters Score -4046531 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -4046557.500000 Penalty: 5169.953613
	Iteration 40F: 3 clusters Score -4046558 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -4046630.000000 Penalty: 5169.953613
	Iteration 41Q: 3 clusters Score -4046630 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -4046681.750000 Penalty: 5169.953613
	Iteration 42Q: 3 clusters Score -4046682 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -4046729.000000 Penalty: 5169.953613
	Iteration 43Q: 3 clusters Score -4046729 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -4046799.250000 Penalty: 5169.953613
	Iteration 44Q: 3 clusters Score -4046799 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -4046844.500000 Penalty: 5169.953613
	Iteration 45Q: 3 clusters Score -4046844 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -4046883.000000 Penalty: 5169.953613
	Iteration 46Q: 3 clusters Score -4046883 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4046927 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4046989 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -4047037.000000 Penalty: 5169.953613
	Iteration 49Q: 3 clusters Score -4047037 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -4047077.250000 Penalty: 5169.953613
	Iteration 50Q: 3 clusters Score -4047077 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -4047148.000000 Penalty: 5169.953613
	Iteration 51Q: 3 clusters Score -4047148 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -4047225.250000 Penalty: 5169.953613
	Iteration 52Q: 3 clusters Score -4047225 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -4047292.000000 Penalty: 5169.953613
	Iteration 53Q: 3 clusters Score -4047292 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -4047347.000000 Penalty: 5169.953613
	Iteration 54Q: 3 clusters Score -4047347 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -4047424.000000 Penalty: 5169.953613
	Iteration 55Q: 3 clusters Score -4047424 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -4047490.500000 Penalty: 5169.953613
	Iteration 56Q: 3 clusters Score -4047490 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -4047555.750000 Penalty: 5169.953613
	Iteration 57Q: 3 clusters Score -4047556 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -4047604.250000 Penalty: 5169.953613
	Iteration 58Q: 3 clusters Score -4047604 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -4047639.250000 Penalty: 5169.953613
	Iteration 59Q: 3 clusters Score -4047639 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -4047691.250000 Penalty: 5169.953613
	Iteration 60F: 3 clusters Score -4047691 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -4047721.750000 Penalty: 5169.953613
	Iteration 61Q: 3 clusters Score -4047722 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -4047756.750000 Penalty: 5169.953613
	Iteration 62Q: 3 clusters Score -4047757 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -4047781.500000 Penalty: 5169.953613
	Iteration 63Q: 3 clusters Score -4047782 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -4047813.000000 Penalty: 5169.953613
	Iteration 64Q: 3 clusters Score -4047813 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -4047842.000000 Penalty: 5169.953613
	Iteration 65Q: 3 clusters Score -4047842 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -4047863.500000 Penalty: 5169.953613
	Iteration 66Q: 3 clusters Score -4047864 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -4047874.000000 Penalty: 5169.953613
	Iteration 67Q: 3 clusters Score -4047874 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -4047900.000000 Penalty: 5169.953613
	Iteration 68Q: 3 clusters Score -4047900 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -4047903.500000 Penalty: 5169.953613
	Iteration 69Q: 3 clusters Score -4047904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -4047908.250000 Penalty: 5169.953613
	Iteration 70Q: 3 clusters Score -4047908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -4047922.500000 Penalty: 5169.953613
	Iteration 71Q: 3 clusters Score -4047922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -4047930.750000 Penalty: 5169.953613
	Iteration 72Q: 3 clusters Score -4047931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -4047938.750000 Penalty: 5169.953613
	Iteration 73Q: 3 clusters Score -4047939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -4047949.250000 Penalty: 5169.953613
	Iteration 74Q: 3 clusters Score -4047949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -4047955.750000 Penalty: 5169.953613
	Iteration 75Q: 3 clusters Score -4047956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -4047961.750000 Penalty: 5169.953613
	Iteration 76Q: 3 clusters Score -4047962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -4047963.000000 Penalty: 5169.953613
	Iteration 77Q: 3 clusters Score -4047963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -4047967.500000 Penalty: 5169.953613
	Iteration 78Q: 3 clusters Score -4047968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -4047967.250000 Penalty: 5169.953613
	Iteration 79Q: 3 clusters Score -4047967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -4047975.750000 Penalty: 5169.953613
	Iteration 80F: 3 clusters Score -4047976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -4047970.250000 Penalty: 5169.953613
	Iteration 81Q: 3 clusters Score -4047970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -4047978.250000 Penalty: 5169.953613
	Iteration 82Q: 3 clusters Score -4047978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -4047972.000000 Penalty: 5169.953613
	Iteration 83Q: 3 clusters Score -4047972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -4047977.000000 Penalty: 5169.953613
	Iteration 84Q: 3 clusters Score -4047977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -4047981.250000 Penalty: 5169.953613
	Iteration 85Q: 3 clusters Score -4047981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -4047981.500000 Penalty: 5169.953613
	Iteration 86Q: 3 clusters Score -4047982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -4047982.750000 Penalty: 5169.953613
	Iteration 87Q: 3 clusters Score -4047983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -4047986.500000 Penalty: 5169.953613
	Iteration 88Q: 3 clusters Score -4047986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -4047978.250000 Penalty: 5169.953613
	Iteration 89Q: 3 clusters Score -4047978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -4047981.750000 Penalty: 5169.953613
	Iteration 90Q: 3 clusters Score -4047982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -4047987.500000 Penalty: 5169.953613
	Iteration 91Q: 3 clusters Score -4047988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -4047987.750000 Penalty: 5169.953613
	Iteration 92Q: 3 clusters Score -4047988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -4047991.750000 Penalty: 5169.953613
	Iteration 93Q: 3 clusters Score -4047992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -4047990.000000 Penalty: 5169.953613
	Iteration 94Q: 3 clusters Score -4047990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -4047990.500000 Penalty: 5169.953613
	Iteration 95Q: 3 clusters Score -4047990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -4047993.000000 Penalty: 5169.953613
	Iteration 96Q: 3 clusters Score -4047993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -4047992.000000 Penalty: 5169.953613
	Iteration 97Q: 3 clusters Score -4047992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -4047997.500000 Penalty: 5169.953613
	Iteration 98Q: 3 clusters Score -4047998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -4047992.250000 Penalty: 5169.953613
	Iteration 99Q: 3 clusters Score -4047992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -4047990.250000 Penalty: 5169.953613
	Iteration 100F: 3 clusters Score -4047990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Entering Unmasked Estep 
Score: -107543.468750 Penalty: 1700.141357
	Iteration 0F: 2 clusters Score -107543.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -105639.359375 Penalty: 3400.282715
	Iteration 0F: 3 clusters Score -105639.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -105946.742188 Penalty: 3400.282715
	Iteration 1F: 3 clusters Score -105946.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -106095.101562 Penalty: 3400.282715
	Iteration 2F: 3 clusters Score -106095.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -106324.664062 Penalty: 3400.282715
	Iteration 3F: 3 clusters Score -106324.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -106466.843750 Penalty: 3400.282715
	Iteration 4F: 3 clusters Score -106466.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -106586.968750 Penalty: 3400.282715
	Iteration 5F: 3 clusters Score -106587 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -106668.390625 Penalty: 3400.282715
	Iteration 6Q: 3 clusters Score -106668.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -106708.601562 Penalty: 3400.282715
	Iteration 7Q: 3 clusters Score -106708.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -106727.117188 Penalty: 3400.282715
	Iteration 8Q: 3 clusters Score -106727.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -106750.187500 Penalty: 3400.282715
	Iteration 9Q: 3 clusters Score -106750.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -106765.304688 Penalty: 3400.282715
	Iteration 10Q: 3 clusters Score -106765.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -106775.351562 Penalty: 3400.282715
	Iteration 11Q: 3 clusters Score -106775.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -106784.484375 Penalty: 3400.282715
	Iteration 12Q: 3 clusters Score -106784.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -106796.460938 Penalty: 3400.282715
	Iteration 13Q: 3 clusters Score -106796.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -106808.078125 Penalty: 3400.282715
	Iteration 14Q: 3 clusters Score -106808.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -106816.382812 Penalty: 3400.282715
	Iteration 15Q: 3 clusters Score -106816.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -106827.734375 Penalty: 3400.282715
	Iteration 16Q: 3 clusters Score -106827.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -106841.656250 Penalty: 3400.282715
	Iteration 17Q: 3 clusters Score -106841.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -106844.648438 Penalty: 3400.282715
	Iteration 18Q: 3 clusters Score -106844.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -106848.218750 Penalty: 3400.282715
	Iteration 19Q: 3 clusters Score -106848.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -106848.218750 Penalty: 3400.282715
	Iteration 20F: 3 clusters Score -106848.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Entering Unmasked Estep 
Score: -1221966.500000 Penalty: 2288.588623
	Iteration 0F: 2 clusters Score -1221966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1214212.625000 Penalty: 4577.177246
	Iteration 0F: 3 clusters Score -1214213 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1216486.375000 Penalty: 4577.177246
	Iteration 1F: 3 clusters Score -1216486 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1216790.000000 Penalty: 4577.177246
	Iteration 2F: 3 clusters Score -1216790 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1216989.750000 Penalty: 4577.177246
	Iteration 3Q: 3 clusters Score -1216990 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1217147.750000 Penalty: 4577.177246
	Iteration 4Q: 3 clusters Score -1217148 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1217298.500000 Penalty: 4577.177246
	Iteration 5Q: 3 clusters Score -1217298 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1217430.375000 Penalty: 4577.177246
	Iteration 6Q: 3 clusters Score -1217430 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1217578.375000 Penalty: 4577.177246
	Iteration 7Q: 3 clusters Score -1217578 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1217758.625000 Penalty: 4577.177246
	Iteration 8Q: 3 clusters Score -1217759 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1217979.375000 Penalty: 4577.177246
	Iteration 9Q: 3 clusters Score -1217979 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1218269.875000 Penalty: 4577.177246
	Iteration 10Q: 3 clusters Score -1218270 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1218598.750000 Penalty: 4577.177246
	Iteration 11Q: 3 clusters Score -1218599 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1218984.000000 Penalty: 4577.177246
	Iteration 12Q: 3 clusters Score -1218984 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1219384.000000 Penalty: 4577.177246
	Iteration 13Q: 3 clusters Score -1219384 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1219712.875000 Penalty: 4577.177246
	Iteration 14Q: 3 clusters Score -1219713 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1219920.875000 Penalty: 4577.177246
	Iteration 15Q: 3 clusters Score -1219921 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1220045.125000 Penalty: 4577.177246
	Iteration 16Q: 3 clusters Score -1220045 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1220120.250000 Penalty: 4577.177246
	Iteration 17Q: 3 clusters Score -1220120 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1220167.375000 Penalty: 4577.177246
	Iteration 18Q: 3 clusters Score -1220167 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1220208.125000 Penalty: 4577.177246
	Iteration 19Q: 3 clusters Score -1220208 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1220229.625000 Penalty: 4577.177246
	Iteration 20F: 3 clusters Score -1220230 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1220244.875000 Penalty: 4577.177246
	Iteration 21Q: 3 clusters Score -1220245 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1220253.250000 Penalty: 4577.177246
	Iteration 22Q: 3 clusters Score -1220253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1220256.250000 Penalty: 4577.177246
	Iteration 23Q: 3 clusters Score -1220256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1220260.000000 Penalty: 4577.177246
	Iteration 24Q: 3 clusters Score -1220260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1220263.625000 Penalty: 4577.177246
	Iteration 25Q: 3 clusters Score -1220264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1220267.000000 Penalty: 4577.177246
	Iteration 26Q: 3 clusters Score -1220267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1220274.375000 Penalty: 4577.177246
	Iteration 27Q: 3 clusters Score -1220274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1220277.125000 Penalty: 4577.177246
	Iteration 28Q: 3 clusters Score -1220277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1220278.750000 Penalty: 4577.177246
	Iteration 29Q: 3 clusters Score -1220279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1220279.250000 Penalty: 4577.177246
	Iteration 30Q: 3 clusters Score -1220279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1220277.500000 Penalty: 4577.177246
	Iteration 31Q: 3 clusters Score -1220278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1220281.125000 Penalty: 4577.177246
	Iteration 32Q: 3 clusters Score -1220281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1220283.250000 Penalty: 4577.177246
	Iteration 33Q: 3 clusters Score -1220283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1220285.000000 Penalty: 4577.177246
	Iteration 34Q: 3 clusters Score -1220285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1220286.750000 Penalty: 4577.177246
	Iteration 35Q: 3 clusters Score -1220287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1220289.500000 Penalty: 4577.177246
	Iteration 36Q: 3 clusters Score -1220290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1220289.500000 Penalty: 4577.177246
	Iteration 37Q: 3 clusters Score -1220290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1220291.500000 Penalty: 4577.177246
	Iteration 38Q: 3 clusters Score -1220292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1220293.875000 Penalty: 4577.177246
	Iteration 39Q: 3 clusters Score -1220294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1220295.000000 Penalty: 4577.177246
	Iteration 40F: 3 clusters Score -1220295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1220296.125000 Penalty: 4577.177246
	Iteration 41Q: 3 clusters Score -1220296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1220297.875000 Penalty: 4577.177246
	Iteration 42Q: 3 clusters Score -1220298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1220300.000000 Penalty: 4577.177246
	Iteration 43Q: 3 clusters Score -1220300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1220305.250000 Penalty: 4577.177246
	Iteration 44Q: 3 clusters Score -1220305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1220311.375000 Penalty: 4577.177246
	Iteration 45Q: 3 clusters Score -1220311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1220316.250000 Penalty: 4577.177246
	Iteration 46Q: 3 clusters Score -1220316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1220318.000000 Penalty: 4577.177246
	Iteration 47Q: 3 clusters Score -1220318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1220320.375000 Penalty: 4577.177246
	Iteration 48Q: 3 clusters Score -1220320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1220323.125000 Penalty: 4577.177246
	Iteration 49Q: 3 clusters Score -1220323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1220326.125000 Penalty: 4577.177246
	Iteration 50Q: 3 clusters Score -1220326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1220326.500000 Penalty: 4577.177246
	Iteration 51Q: 3 clusters Score -1220326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1220326.750000 Penalty: 4577.177246
	Iteration 52Q: 3 clusters Score -1220327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1220329.500000 Penalty: 4577.177246
	Iteration 53Q: 3 clusters Score -1220330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1220329.000000 Penalty: 4577.177246
	Iteration 54Q: 3 clusters Score -1220329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1220328.875000 Penalty: 4577.177246
	Iteration 55Q: 3 clusters Score -1220329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1220328.750000 Penalty: 4577.177246
	Iteration 56Q: 3 clusters Score -1220329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1220328.750000 Penalty: 4577.177246
	Iteration 57F: 3 clusters Score -1220329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (210975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210975 members 
Entering Unmasked Estep 
Score: -25164700.000000 Penalty: 3040.354736
	Iteration 0F: 2 clusters Score -2.51647e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105563 members 
Mstep: Class 2 contains 105412 members 
Entering Unmasked Estep 
Score: -25028192.000000 Penalty: 6080.709473
	Iteration 0F: 3 clusters Score -2.502819e+07 nChanged 101706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106069 members 
Mstep: Class 2 contains 104906 members 
Entering Unmasked Estep 
Score: -25087224.000000 Penalty: 6080.709473
	Iteration 1F: 3 clusters Score -2.508722e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106322 members 
Mstep: Class 2 contains 104653 members 
Entering Unmasked Estep 
Score: -25088104.000000 Penalty: 6080.709473
	Iteration 2Q: 3 clusters Score -2.50881e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106762 members 
Mstep: Class 2 contains 104213 members 
Entering Unmasked Estep 
Score: -25089312.000000 Penalty: 6080.709473
	Iteration 3Q: 3 clusters Score -2.508931e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107594 members 
Mstep: Class 2 contains 103381 members 
Entering Unmasked Estep 
Score: -25090580.000000 Penalty: 6080.709473
	Iteration 4Q: 3 clusters Score -2.509058e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109089 members 
Mstep: Class 2 contains 101886 members 
Entering Unmasked Estep 
Score: -25092490.000000 Penalty: 6080.709473
	Iteration 5Q: 3 clusters Score -2.509249e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111407 members 
Mstep: Class 2 contains 99568 members 
Entering Unmasked Estep 
Score: -25095242.000000 Penalty: 6080.709473
	Iteration 6Q: 3 clusters Score -2.509524e+07 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114757 members 
Mstep: Class 2 contains 96218 members 
Entering Unmasked Estep 
Score: -25099596.000000 Penalty: 6080.709473
	Iteration 7Q: 3 clusters Score -2.50996e+07 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119219 members 
Mstep: Class 2 contains 91756 members 
Entering Unmasked Estep 
Score: -25105432.000000 Penalty: 6080.709473
	Iteration 8Q: 3 clusters Score -2.510543e+07 nChanged 11549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124662 members 
Mstep: Class 2 contains 86313 members 
Entering Unmasked Estep 
Score: -25113094.000000 Penalty: 6080.709473
	Iteration 9F: 3 clusters Score -2.511309e+07 nChanged 12774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130308 members 
Mstep: Class 2 contains 80667 members 
Entering Unmasked Estep 
Score: -25121844.000000 Penalty: 6080.709473
	Iteration 10F: 3 clusters Score -2.512184e+07 nChanged 12797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135083 members 
Mstep: Class 2 contains 75892 members 
Entering Unmasked Estep 
Score: -25130254.000000 Penalty: 6080.709473
	Iteration 11F: 3 clusters Score -2.513025e+07 nChanged 11392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138815 members 
Mstep: Class 2 contains 72160 members 
Entering Unmasked Estep 
Score: -25136470.000000 Penalty: 6080.709473
	Iteration 12F: 3 clusters Score -2.513647e+07 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141996 members 
Mstep: Class 2 contains 68979 members 
Entering Unmasked Estep 
Score: -25139346.000000 Penalty: 6080.709473
	Iteration 13Q: 3 clusters Score -2.513935e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145130 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -25140554.000000 Penalty: 6080.709473
	Iteration 14Q: 3 clusters Score -2.514055e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148198 members 
Mstep: Class 2 contains 62777 members 
Entering Unmasked Estep 
Score: -25141078.000000 Penalty: 6080.709473
	Iteration 15Q: 3 clusters Score -2.514108e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151218 members 
Mstep: Class 2 contains 59757 members 
Entering Unmasked Estep 
Score: -25141644.000000 Penalty: 6080.709473
	Iteration 16Q: 3 clusters Score -2.514164e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154176 members 
Mstep: Class 2 contains 56799 members 
Entering Unmasked Estep 
Score: -25142056.000000 Penalty: 6080.709473
	Iteration 17Q: 3 clusters Score -2.514206e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157150 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -25142326.000000 Penalty: 6080.709473
	Iteration 18Q: 3 clusters Score -2.514233e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160048 members 
Mstep: Class 2 contains 50927 members 
Entering Unmasked Estep 
Score: -25142804.000000 Penalty: 6080.709473
	Iteration 19Q: 3 clusters Score -2.51428e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162784 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -25143344.000000 Penalty: 6080.709473
	Iteration 20F: 3 clusters Score -2.514334e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165427 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -25143758.000000 Penalty: 6080.709473
	Iteration 21Q: 3 clusters Score -2.514376e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167903 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -25144290.000000 Penalty: 6080.709473
	Iteration 22Q: 3 clusters Score -2.514429e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170262 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -25144792.000000 Penalty: 6080.709473
	Iteration 23Q: 3 clusters Score -2.514479e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172548 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -25145304.000000 Penalty: 6080.709473
	Iteration 24Q: 3 clusters Score -2.51453e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174773 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -25145822.000000 Penalty: 6080.709473
	Iteration 25Q: 3 clusters Score -2.514582e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176922 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -25146310.000000 Penalty: 6080.709473
	Iteration 26Q: 3 clusters Score -2.514631e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179132 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -25146870.000000 Penalty: 6080.709473
	Iteration 27Q: 3 clusters Score -2.514687e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181338 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -25147514.000000 Penalty: 6080.709473
	Iteration 28Q: 3 clusters Score -2.514751e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183509 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -25148162.000000 Penalty: 6080.709473
	Iteration 29Q: 3 clusters Score -2.514816e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185635 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -25148620.000000 Penalty: 6080.709473
	Iteration 30Q: 3 clusters Score -2.514862e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187660 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -25149114.000000 Penalty: 6080.709473
	Iteration 31Q: 3 clusters Score -2.514911e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189603 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -25150078.000000 Penalty: 6080.709473
	Iteration 32Q: 3 clusters Score -2.515008e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191421 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -25151356.000000 Penalty: 6080.709473
	Iteration 33Q: 3 clusters Score -2.515136e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193186 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -25152638.000000 Penalty: 6080.709473
	Iteration 34Q: 3 clusters Score -2.515264e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194983 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -25153812.000000 Penalty: 6080.709473
	Iteration 35Q: 3 clusters Score -2.515381e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196748 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -25154910.000000 Penalty: 6080.709473
	Iteration 36Q: 3 clusters Score -2.515491e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198398 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -25156078.000000 Penalty: 6080.709473
	Iteration 37Q: 3 clusters Score -2.515608e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199917 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -25157020.000000 Penalty: 6080.709473
	Iteration 38Q: 3 clusters Score -2.515702e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201296 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -25157842.000000 Penalty: 6080.709473
	Iteration 39Q: 3 clusters Score -2.515784e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202582 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -25158434.000000 Penalty: 6080.709473
	Iteration 40F: 3 clusters Score -2.515843e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203775 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -25159132.000000 Penalty: 6080.709473
	Iteration 41Q: 3 clusters Score -2.515913e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204837 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -25159690.000000 Penalty: 6080.709473
	Iteration 42Q: 3 clusters Score -2.515969e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205777 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -25160268.000000 Penalty: 6080.709473
	Iteration 43Q: 3 clusters Score -2.516027e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206581 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -25160712.000000 Penalty: 6080.709473
	Iteration 44Q: 3 clusters Score -2.516071e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207220 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -25161008.000000 Penalty: 6080.709473
	Iteration 45Q: 3 clusters Score -2.516101e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207725 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -25161220.000000 Penalty: 6080.709473
	Iteration 46Q: 3 clusters Score -2.516122e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208125 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -25161344.000000 Penalty: 6080.709473
	Iteration 47Q: 3 clusters Score -2.516134e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208460 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -25161526.000000 Penalty: 6080.709473
	Iteration 48Q: 3 clusters Score -2.516153e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208705 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -25161590.000000 Penalty: 6080.709473
	Iteration 49Q: 3 clusters Score -2.516159e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208918 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -25161674.000000 Penalty: 6080.709473
	Iteration 50Q: 3 clusters Score -2.516167e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209090 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -25161702.000000 Penalty: 6080.709473
	Iteration 51Q: 3 clusters Score -2.51617e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209229 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -25161796.000000 Penalty: 6080.709473
	Iteration 52Q: 3 clusters Score -2.51618e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209360 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -25161894.000000 Penalty: 6080.709473
	Iteration 53Q: 3 clusters Score -2.516189e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209473 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -25161916.000000 Penalty: 6080.709473
	Iteration 54Q: 3 clusters Score -2.516192e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209559 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -25161954.000000 Penalty: 6080.709473
	Iteration 55Q: 3 clusters Score -2.516195e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209624 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -25162004.000000 Penalty: 6080.709473
	Iteration 56Q: 3 clusters Score -2.5162e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209680 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -25162054.000000 Penalty: 6080.709473
	Iteration 57Q: 3 clusters Score -2.516205e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209731 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -25162102.000000 Penalty: 6080.709473
	Iteration 58Q: 3 clusters Score -2.51621e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209777 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -25162120.000000 Penalty: 6080.709473
	Iteration 59Q: 3 clusters Score -2.516212e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209814 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -25162136.000000 Penalty: 6080.709473
	Iteration 60F: 3 clusters Score -2.516214e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209840 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -25162130.000000 Penalty: 6080.709473
	Iteration 61Q: 3 clusters Score -2.516213e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209872 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -25162134.000000 Penalty: 6080.709473
	Iteration 62Q: 3 clusters Score -2.516213e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209896 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -25162166.000000 Penalty: 6080.709473
	Iteration 63Q: 3 clusters Score -2.516217e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209917 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -25162172.000000 Penalty: 6080.709473
	Iteration 64Q: 3 clusters Score -2.516217e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209933 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -25162166.000000 Penalty: 6080.709473
	Iteration 65Q: 3 clusters Score -2.516217e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209948 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -25162196.000000 Penalty: 6080.709473
	Iteration 66Q: 3 clusters Score -2.51622e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209959 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -25162216.000000 Penalty: 6080.709473
	Iteration 67Q: 3 clusters Score -2.516222e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209977 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -25162224.000000 Penalty: 6080.709473
	Iteration 68Q: 3 clusters Score -2.516222e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209985 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -25162236.000000 Penalty: 6080.709473
	Iteration 69Q: 3 clusters Score -2.516224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209985 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -25162224.000000 Penalty: 6080.709473
	Iteration 70Q: 3 clusters Score -2.516222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209993 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -25162218.000000 Penalty: 6080.709473
	Iteration 71Q: 3 clusters Score -2.516222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210004 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -25162214.000000 Penalty: 6080.709473
	Iteration 72Q: 3 clusters Score -2.516221e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210014 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -25162234.000000 Penalty: 6080.709473
	Iteration 73Q: 3 clusters Score -2.516223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210019 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -25162242.000000 Penalty: 6080.709473
	Iteration 74Q: 3 clusters Score -2.516224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210024 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -25162220.000000 Penalty: 6080.709473
	Iteration 75Q: 3 clusters Score -2.516222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210029 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -25162238.000000 Penalty: 6080.709473
	Iteration 76Q: 3 clusters Score -2.516224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210029 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -25162246.000000 Penalty: 6080.709473
	Iteration 77Q: 3 clusters Score -2.516225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210033 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -25162252.000000 Penalty: 6080.709473
	Iteration 78Q: 3 clusters Score -2.516225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210036 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -25162232.000000 Penalty: 6080.709473
	Iteration 79Q: 3 clusters Score -2.516223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210039 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -25162222.000000 Penalty: 6080.709473
	Iteration 80F: 3 clusters Score -2.516222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210041 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -25162224.000000 Penalty: 6080.709473
	Iteration 81Q: 3 clusters Score -2.516222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210042 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -25162224.000000 Penalty: 6080.709473
	Iteration 82Q: 3 clusters Score -2.516222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210043 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -25162226.000000 Penalty: 6080.709473
	Iteration 83Q: 3 clusters Score -2.516223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210049 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -25162204.000000 Penalty: 6080.709473
	Iteration 84Q: 3 clusters Score -2.51622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210055 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -25162226.000000 Penalty: 6080.709473
	Iteration 85Q: 3 clusters Score -2.516223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210059 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -25162226.000000 Penalty: 6080.709473
	Iteration 86Q: 3 clusters Score -2.516223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210066 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -25162230.000000 Penalty: 6080.709473
	Iteration 87Q: 3 clusters Score -2.516223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210072 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -25162244.000000 Penalty: 6080.709473
	Iteration 88Q: 3 clusters Score -2.516224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210073 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -25162230.000000 Penalty: 6080.709473
	Iteration 89Q: 3 clusters Score -2.516223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210075 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -25162256.000000 Penalty: 6080.709473
	Iteration 90Q: 3 clusters Score -2.516226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210076 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -25162250.000000 Penalty: 6080.709473
	Iteration 91Q: 3 clusters Score -2.516225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210076 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -25162250.000000 Penalty: 6080.709473
	Iteration 92F: 3 clusters Score -2.516225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (155604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155604 members 
Entering Unmasked Estep 
Score: -18528436.000000 Penalty: 2964.857178
	Iteration 0F: 2 clusters Score -1.852844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77805 members 
Mstep: Class 2 contains 77799 members 
Entering Unmasked Estep 
Score: -18425444.000000 Penalty: 5929.714355
	Iteration 0F: 3 clusters Score -1.842544e+07 nChanged 74397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76588 members 
Mstep: Class 2 contains 79016 members 
Entering Unmasked Estep 
Score: -18468304.000000 Penalty: 5929.714355
	Iteration 1F: 3 clusters Score -1.84683e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76064 members 
Mstep: Class 2 contains 79540 members 
Entering Unmasked Estep 
Score: -18469104.000000 Penalty: 5929.714355
	Iteration 2Q: 3 clusters Score -1.84691e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75179 members 
Mstep: Class 2 contains 80425 members 
Entering Unmasked Estep 
Score: -18469762.000000 Penalty: 5929.714355
	Iteration 3Q: 3 clusters Score -1.846976e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73836 members 
Mstep: Class 2 contains 81768 members 
Entering Unmasked Estep 
Score: -18470352.000000 Penalty: 5929.714355
	Iteration 4Q: 3 clusters Score -1.847035e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71766 members 
Mstep: Class 2 contains 83838 members 
Entering Unmasked Estep 
Score: -18471374.000000 Penalty: 5929.714355
	Iteration 5Q: 3 clusters Score -1.847137e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68716 members 
Mstep: Class 2 contains 86888 members 
Entering Unmasked Estep 
Score: -18472922.000000 Penalty: 5929.714355
	Iteration 6Q: 3 clusters Score -1.847292e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64176 members 
Mstep: Class 2 contains 91428 members 
Entering Unmasked Estep 
Score: -18475490.000000 Penalty: 5929.714355
	Iteration 7Q: 3 clusters Score -1.847549e+07 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57668 members 
Mstep: Class 2 contains 97936 members 
Entering Unmasked Estep 
Score: -18479784.000000 Penalty: 5929.714355
	Iteration 8F: 3 clusters Score -1.847978e+07 nChanged 10315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49003 members 
Mstep: Class 2 contains 106601 members 
Entering Unmasked Estep 
Score: -18486906.000000 Penalty: 5929.714355
	Iteration 9F: 3 clusters Score -1.848691e+07 nChanged 11793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 117078 members 
Entering Unmasked Estep 
Score: -18496348.000000 Penalty: 5929.714355
	Iteration 10F: 3 clusters Score -1.849635e+07 nChanged 11358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 127558 members 
Entering Unmasked Estep 
Score: -18506328.000000 Penalty: 5929.714355
	Iteration 11F: 3 clusters Score -1.850633e+07 nChanged 8812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 135774 members 
Entering Unmasked Estep 
Score: -18514490.000000 Penalty: 5929.714355
	Iteration 12F: 3 clusters Score -1.851449e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 141159 members 
Entering Unmasked Estep 
Score: -18519914.000000 Penalty: 5929.714355
	Iteration 13Q: 3 clusters Score -1.851991e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 144242 members 
Entering Unmasked Estep 
Score: -18522992.000000 Penalty: 5929.714355
	Iteration 14Q: 3 clusters Score -1.852299e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 146081 members 
Entering Unmasked Estep 
Score: -18524534.000000 Penalty: 5929.714355
	Iteration 15Q: 3 clusters Score -1.852453e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 147339 members 
Entering Unmasked Estep 
Score: -18525368.000000 Penalty: 5929.714355
	Iteration 16Q: 3 clusters Score -1.852537e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 148334 members 
Entering Unmasked Estep 
Score: -18525842.000000 Penalty: 5929.714355
	Iteration 17Q: 3 clusters Score -1.852584e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 149120 members 
Entering Unmasked Estep 
Score: -18526160.000000 Penalty: 5929.714355
	Iteration 18Q: 3 clusters Score -1.852616e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 149749 members 
Entering Unmasked Estep 
Score: -18526344.000000 Penalty: 5929.714355
	Iteration 19Q: 3 clusters Score -1.852634e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 150314 members 
Entering Unmasked Estep 
Score: -18526588.000000 Penalty: 5929.714355
	Iteration 20F: 3 clusters Score -1.852659e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 150791 members 
Entering Unmasked Estep 
Score: -18526704.000000 Penalty: 5929.714355
	Iteration 21Q: 3 clusters Score -1.85267e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 151190 members 
Entering Unmasked Estep 
Score: -18526786.000000 Penalty: 5929.714355
	Iteration 22Q: 3 clusters Score -1.852679e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 151517 members 
Entering Unmasked Estep 
Score: -18526874.000000 Penalty: 5929.714355
	Iteration 23Q: 3 clusters Score -1.852687e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 151803 members 
Entering Unmasked Estep 
Score: -18526936.000000 Penalty: 5929.714355
	Iteration 24Q: 3 clusters Score -1.852694e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 152079 members 
Entering Unmasked Estep 
Score: -18526974.000000 Penalty: 5929.714355
	Iteration 25Q: 3 clusters Score -1.852697e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 152303 members 
Entering Unmasked Estep 
Score: -18526984.000000 Penalty: 5929.714355
	Iteration 26Q: 3 clusters Score -1.852698e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 152479 members 
Entering Unmasked Estep 
Score: -18527016.000000 Penalty: 5929.714355
	Iteration 27Q: 3 clusters Score -1.852702e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 152635 members 
Entering Unmasked Estep 
Score: -18527038.000000 Penalty: 5929.714355
	Iteration 28Q: 3 clusters Score -1.852704e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 152774 members 
Entering Unmasked Estep 
Score: -18527058.000000 Penalty: 5929.714355
	Iteration 29Q: 3 clusters Score -1.852706e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 152879 members 
Entering Unmasked Estep 
Score: -18527052.000000 Penalty: 5929.714355
	Iteration 30Q: 3 clusters Score -1.852705e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 152961 members 
Entering Unmasked Estep 
Score: -18527038.000000 Penalty: 5929.714355
	Iteration 31Q: 3 clusters Score -1.852704e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 153036 members 
Entering Unmasked Estep 
Score: -18527052.000000 Penalty: 5929.714355
	Iteration 32Q: 3 clusters Score -1.852705e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 153116 members 
Entering Unmasked Estep 
Score: -18527042.000000 Penalty: 5929.714355
	Iteration 33Q: 3 clusters Score -1.852704e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 153179 members 
Entering Unmasked Estep 
Score: -18527040.000000 Penalty: 5929.714355
	Iteration 34Q: 3 clusters Score -1.852704e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 153235 members 
Entering Unmasked Estep 
Score: -18527052.000000 Penalty: 5929.714355
	Iteration 35Q: 3 clusters Score -1.852705e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 153280 members 
Entering Unmasked Estep 
Score: -18527034.000000 Penalty: 5929.714355
	Iteration 36Q: 3 clusters Score -1.852703e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 153317 members 
Entering Unmasked Estep 
Score: -18527032.000000 Penalty: 5929.714355
	Iteration 37Q: 3 clusters Score -1.852703e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 153350 members 
Entering Unmasked Estep 
Score: -18527048.000000 Penalty: 5929.714355
	Iteration 38Q: 3 clusters Score -1.852705e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 153374 members 
Entering Unmasked Estep 
Score: -18527058.000000 Penalty: 5929.714355
	Iteration 39Q: 3 clusters Score -1.852706e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 153397 members 
Entering Unmasked Estep 
Score: -18527052.000000 Penalty: 5929.714355
	Iteration 40F: 3 clusters Score -1.852705e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 153412 members 
Entering Unmasked Estep 
Score: -18527034.000000 Penalty: 5929.714355
	Iteration 41Q: 3 clusters Score -1.852703e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 153426 members 
Entering Unmasked Estep 
Score: -18527028.000000 Penalty: 5929.714355
	Iteration 42Q: 3 clusters Score -1.852703e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 153440 members 
Entering Unmasked Estep 
Score: -18527018.000000 Penalty: 5929.714355
	Iteration 43Q: 3 clusters Score -1.852702e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 153451 members 
Entering Unmasked Estep 
Score: -18527020.000000 Penalty: 5929.714355
	Iteration 44Q: 3 clusters Score -1.852702e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 153461 members 
Entering Unmasked Estep 
Score: -18527008.000000 Penalty: 5929.714355
	Iteration 45Q: 3 clusters Score -1.852701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 153470 members 
Entering Unmasked Estep 
Score: -18527002.000000 Penalty: 5929.714355
	Iteration 46Q: 3 clusters Score -1.8527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 153479 members 
Entering Unmasked Estep 
Score: -18527024.000000 Penalty: 5929.714355
	Iteration 47Q: 3 clusters Score -1.852702e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 153498 members 
Entering Unmasked Estep 
Score: -18527034.000000 Penalty: 5929.714355
	Iteration 48Q: 3 clusters Score -1.852703e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 153511 members 
Entering Unmasked Estep 
Score: -18527038.000000 Penalty: 5929.714355
	Iteration 49Q: 3 clusters Score -1.852704e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 153526 members 
Entering Unmasked Estep 
Score: -18527022.000000 Penalty: 5929.714355
	Iteration 50Q: 3 clusters Score -1.852702e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 153545 members 
Entering Unmasked Estep 
Score: -18527024.000000 Penalty: 5929.714355
	Iteration 51Q: 3 clusters Score -1.852702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 153553 members 
Entering Unmasked Estep 
Score: -18527032.000000 Penalty: 5929.714355
	Iteration 52Q: 3 clusters Score -1.852703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 153558 members 
Entering Unmasked Estep 
Score: -18527044.000000 Penalty: 5929.714355
	Iteration 53Q: 3 clusters Score -1.852704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 153567 members 
Entering Unmasked Estep 
Score: -18527034.000000 Penalty: 5929.714355
	Iteration 54Q: 3 clusters Score -1.852703e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 153582 members 
Entering Unmasked Estep 
Score: -18527036.000000 Penalty: 5929.714355
	Iteration 55Q: 3 clusters Score -1.852704e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 153599 members 
Entering Unmasked Estep 
Score: -18527032.000000 Penalty: 5929.714355
	Iteration 56Q: 3 clusters Score -1.852703e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 153624 members 
Entering Unmasked Estep 
Score: -18527054.000000 Penalty: 5929.714355
	Iteration 57Q: 3 clusters Score -1.852705e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 153640 members 
Entering Unmasked Estep 
Score: -18527052.000000 Penalty: 5929.714355
	Iteration 58Q: 3 clusters Score -1.852705e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 153649 members 
Entering Unmasked Estep 
Score: -18527056.000000 Penalty: 5929.714355
	Iteration 59Q: 3 clusters Score -1.852706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 153652 members 
Entering Unmasked Estep 
Score: -18527068.000000 Penalty: 5929.714355
	Iteration 60F: 3 clusters Score -1.852707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 153653 members 
Entering Unmasked Estep 
Score: -18527054.000000 Penalty: 5929.714355
	Iteration 61Q: 3 clusters Score -1.852705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 153656 members 
Entering Unmasked Estep 
Score: -18527066.000000 Penalty: 5929.714355
	Iteration 62Q: 3 clusters Score -1.852707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 153657 members 
Entering Unmasked Estep 
Score: -18527060.000000 Penalty: 5929.714355
	Iteration 63Q: 3 clusters Score -1.852706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 153659 members 
Entering Unmasked Estep 
Score: -18527062.000000 Penalty: 5929.714355
	Iteration 64Q: 3 clusters Score -1.852706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 153660 members 
Entering Unmasked Estep 
Score: -18527060.000000 Penalty: 5929.714355
	Iteration 65Q: 3 clusters Score -1.852706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 153661 members 
Entering Unmasked Estep 
Score: -18527056.000000 Penalty: 5929.714355
	Iteration 66Q: 3 clusters Score -1.852706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 153663 members 
Entering Unmasked Estep 
Score: -18527062.000000 Penalty: 5929.714355
	Iteration 67Q: 3 clusters Score -1.852706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 153663 members 
Entering Unmasked Estep 
Score: -18527062.000000 Penalty: 5929.714355
	Iteration 68F: 3 clusters Score -1.852706e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Entering Unmasked Estep 
Score: -1836374.875000 Penalty: 2389.695801
	Iteration 0F: 2 clusters Score -1836375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1825257.875000 Penalty: 4779.391602
	Iteration 0F: 3 clusters Score -1825258 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1828809.375000 Penalty: 4779.391602
	Iteration 1F: 3 clusters Score -1828809 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1829207.250000 Penalty: 4779.391602
	Iteration 2F: 3 clusters Score -1829207 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1829531.625000 Penalty: 4779.391602
	Iteration 3Q: 3 clusters Score -1829532 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1829860.250000 Penalty: 4779.391602
	Iteration 4Q: 3 clusters Score -1829860 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1830195.000000 Penalty: 4779.391602
	Iteration 5Q: 3 clusters Score -1830195 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1830555.625000 Penalty: 4779.391602
	Iteration 6Q: 3 clusters Score -1830556 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1830973.500000 Penalty: 4779.391602
	Iteration 7Q: 3 clusters Score -1830974 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1831409.250000 Penalty: 4779.391602
	Iteration 8Q: 3 clusters Score -1831409 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1831903.750000 Penalty: 4779.391602
	Iteration 9Q: 3 clusters Score -1831904 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1832467.125000 Penalty: 4779.391602
	Iteration 10Q: 3 clusters Score -1832467 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1833007.625000 Penalty: 4779.391602
	Iteration 11Q: 3 clusters Score -1833008 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1833436.250000 Penalty: 4779.391602
	Iteration 12Q: 3 clusters Score -1833436 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1833755.250000 Penalty: 4779.391602
	Iteration 13Q: 3 clusters Score -1833755 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1834004.500000 Penalty: 4779.391602
	Iteration 14Q: 3 clusters Score -1834004 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1834177.375000 Penalty: 4779.391602
	Iteration 15Q: 3 clusters Score -1834177 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1834298.375000 Penalty: 4779.391602
	Iteration 16Q: 3 clusters Score -1834298 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1834370.125000 Penalty: 4779.391602
	Iteration 17Q: 3 clusters Score -1834370 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1834418.000000 Penalty: 4779.391602
	Iteration 18Q: 3 clusters Score -1834418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1834434.875000 Penalty: 4779.391602
	Iteration 19Q: 3 clusters Score -1834435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1834445.375000 Penalty: 4779.391602
	Iteration 20F: 3 clusters Score -1834445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1834455.250000 Penalty: 4779.391602
	Iteration 21Q: 3 clusters Score -1834455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1834462.875000 Penalty: 4779.391602
	Iteration 22Q: 3 clusters Score -1834463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1834471.000000 Penalty: 4779.391602
	Iteration 23Q: 3 clusters Score -1834471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1834482.500000 Penalty: 4779.391602
	Iteration 24Q: 3 clusters Score -1834482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1834485.625000 Penalty: 4779.391602
	Iteration 25Q: 3 clusters Score -1834486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1834492.125000 Penalty: 4779.391602
	Iteration 26Q: 3 clusters Score -1834492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1834491.875000 Penalty: 4779.391602
	Iteration 27Q: 3 clusters Score -1834492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1834495.500000 Penalty: 4779.391602
	Iteration 28Q: 3 clusters Score -1834496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1834497.500000 Penalty: 4779.391602
	Iteration 29Q: 3 clusters Score -1834498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1834497.625000 Penalty: 4779.391602
	Iteration 30Q: 3 clusters Score -1834498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1834499.250000 Penalty: 4779.391602
	Iteration 31Q: 3 clusters Score -1834499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1834501.500000 Penalty: 4779.391602
	Iteration 32Q: 3 clusters Score -1834502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1834501.250000 Penalty: 4779.391602
	Iteration 33Q: 3 clusters Score -1834501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1834501.250000 Penalty: 4779.391602
	Iteration 34F: 3 clusters Score -1834501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -119996.203125 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -119996.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -117984.750000 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -117984.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -118322.546875 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -118322.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -118421.476562 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -118421.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -118491.031250 Penalty: 3477.114746
	Iteration 3Q: 3 clusters Score -118491 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -118562.195312 Penalty: 3477.114746
	Iteration 4Q: 3 clusters Score -118562.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -118614.859375 Penalty: 3477.114746
	Iteration 5Q: 3 clusters Score -118614.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -118646.101562 Penalty: 3477.114746
	Iteration 6Q: 3 clusters Score -118646.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -118684.523438 Penalty: 3477.114746
	Iteration 7Q: 3 clusters Score -118684.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -118711.929688 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -118711.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -118766.796875 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -118766.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -118819.265625 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -118819.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -118872.679688 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -118872.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -118942.421875 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -118942.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -119021.445312 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -119021.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -119122.148438 Penalty: 3477.114746
	Iteration 14Q: 3 clusters Score -119122.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -119235.054688 Penalty: 3477.114746
	Iteration 15Q: 3 clusters Score -119235.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -119305.867188 Penalty: 3477.114746
	Iteration 16Q: 3 clusters Score -119305.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -119375.742188 Penalty: 3477.114746
	Iteration 17Q: 3 clusters Score -119375.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -119423.687500 Penalty: 3477.114746
	Iteration 18Q: 3 clusters Score -119423.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -119442.640625 Penalty: 3477.114746
	Iteration 19Q: 3 clusters Score -119442.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -119455.437500 Penalty: 3477.114746
	Iteration 20F: 3 clusters Score -119455.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -119464.742188 Penalty: 3477.114746
	Iteration 21Q: 3 clusters Score -119464.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -119467.578125 Penalty: 3477.114746
	Iteration 22Q: 3 clusters Score -119467.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -119469.515625 Penalty: 3477.114746
	Iteration 23Q: 3 clusters Score -119469.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -119469.515625 Penalty: 3477.114746
	Iteration 24F: 3 clusters Score -119469.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2244 members 
Mstep: Class 3 contains 27230 members 
Mstep: Class 4 contains 15459 members 
Mstep: Class 5 contains 29086 members 
Mstep: Class 6 contains 21361 members 
Mstep: Class 7 contains 1720 members 
Mstep: Class 8 contains 89135 members 
Mstep: Class 9 contains 5682 members 
Mstep: Class 10 contains 4384 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5186 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4925 members 
Mstep: Class 15 contains 42898 members 
Mstep: Class 16 contains 33634 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10180 members 
Mstep: Class 19 contains 210975 members 
Mstep: Class 20 contains 155604 members 
Mstep: Class 21 contains 15304 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055960.000000 Penalty: 73299.523438
Iteration 399Q: 23 clusters Score -8.005596e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2244 members 
Mstep: Class 3 contains 27203 members 
Mstep: Class 4 contains 15468 members 
Mstep: Class 5 contains 29064 members 
Mstep: Class 6 contains 21343 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 89143 members 
Mstep: Class 9 contains 5683 members 
Mstep: Class 10 contains 4381 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5182 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4920 members 
Mstep: Class 15 contains 42881 members 
Mstep: Class 16 contains 33630 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10182 members 
Mstep: Class 19 contains 211162 members 
Mstep: Class 20 contains 155495 members 
Mstep: Class 21 contains 15308 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055880.000000 Penalty: 73299.523438
Iteration 400F: 23 clusters Score -8.005588e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2244 members 
Mstep: Class 3 contains 27185 members 
Mstep: Class 4 contains 15472 members 
Mstep: Class 5 contains 29049 members 
Mstep: Class 6 contains 21345 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 89153 members 
Mstep: Class 9 contains 5683 members 
Mstep: Class 10 contains 4390 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5178 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4915 members 
Mstep: Class 15 contains 42855 members 
Mstep: Class 16 contains 33616 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10187 members 
Mstep: Class 19 contains 211332 members 
Mstep: Class 20 contains 155376 members 
Mstep: Class 21 contains 15309 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055872.000000 Penalty: 73299.523438
Iteration 401Q: 23 clusters Score -8.005587e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2243 members 
Mstep: Class 3 contains 27163 members 
Mstep: Class 4 contains 15482 members 
Mstep: Class 5 contains 29047 members 
Mstep: Class 6 contains 21332 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 89152 members 
Mstep: Class 9 contains 5684 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5175 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4901 members 
Mstep: Class 15 contains 42825 members 
Mstep: Class 16 contains 33609 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 10192 members 
Mstep: Class 19 contains 211502 members 
Mstep: Class 20 contains 155279 members 
Mstep: Class 21 contains 15310 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055608.000000 Penalty: 73299.523438
Iteration 402Q: 23 clusters Score -8.005561e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2243 members 
Mstep: Class 3 contains 27134 members 
Mstep: Class 4 contains 15489 members 
Mstep: Class 5 contains 29042 members 
Mstep: Class 6 contains 21328 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 89152 members 
Mstep: Class 9 contains 5684 members 
Mstep: Class 10 contains 4401 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5178 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4895 members 
Mstep: Class 15 contains 42798 members 
Mstep: Class 16 contains 33606 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 10194 members 
Mstep: Class 19 contains 211607 members 
Mstep: Class 20 contains 155229 members 
Mstep: Class 21 contains 15313 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055448.000000 Penalty: 73299.523438
Iteration 403Q: 23 clusters Score -8.005545e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2241 members 
Mstep: Class 3 contains 27100 members 
Mstep: Class 4 contains 15502 members 
Mstep: Class 5 contains 29043 members 
Mstep: Class 6 contains 21326 members 
Mstep: Class 7 contains 1720 members 
Mstep: Class 8 contains 89143 members 
Mstep: Class 9 contains 5684 members 
Mstep: Class 10 contains 4406 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5175 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4891 members 
Mstep: Class 15 contains 42773 members 
Mstep: Class 16 contains 33606 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 10197 members 
Mstep: Class 19 contains 211744 members 
Mstep: Class 20 contains 155148 members 
Mstep: Class 21 contains 15313 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055368.000000 Penalty: 73299.523438
Iteration 404Q: 23 clusters Score -8.005537e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2239 members 
Mstep: Class 3 contains 27074 members 
Mstep: Class 4 contains 15510 members 
Mstep: Class 5 contains 29040 members 
Mstep: Class 6 contains 21331 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 89162 members 
Mstep: Class 9 contains 5684 members 
Mstep: Class 10 contains 4409 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5178 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4891 members 
Mstep: Class 15 contains 42753 members 
Mstep: Class 16 contains 33608 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 10203 members 
Mstep: Class 19 contains 211835 members 
Mstep: Class 20 contains 155062 members 
Mstep: Class 21 contains 15314 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055416.000000 Penalty: 73299.523438
Iteration 405Q: 23 clusters Score -8.005542e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 29041 members 
Mstep: Class 6 contains 21321 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 89197 members 
Mstep: Class 9 contains 5684 members 
Mstep: Class 10 contains 4409 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5183 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4884 members 
Mstep: Class 15 contains 42742 members 
Mstep: Class 16 contains 33607 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 10202 members 
Mstep: Class 19 contains 211967 members 
Mstep: Class 20 contains 154954 members 
Mstep: Class 21 contains 15312 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055352.000000 Penalty: 73299.523438
Iteration 406Q: 23 clusters Score -8.005535e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2234 members 
Mstep: Class 3 contains 27014 members 
Mstep: Class 4 contains 15516 members 
Mstep: Class 5 contains 29043 members 
Mstep: Class 6 contains 21313 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 89215 members 
Mstep: Class 9 contains 5684 members 
Mstep: Class 10 contains 4411 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5180 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4876 members 
Mstep: Class 15 contains 42725 members 
Mstep: Class 16 contains 33616 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 10203 members 
Mstep: Class 19 contains 212073 members 
Mstep: Class 20 contains 154882 members 
Mstep: Class 21 contains 15312 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055248.000000 Penalty: 73299.523438
Iteration 407Q: 23 clusters Score -8.005525e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2234 members 
Mstep: Class 3 contains 26995 members 
Mstep: Class 4 contains 15522 members 
Mstep: Class 5 contains 29046 members 
Mstep: Class 6 contains 21316 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 89249 members 
Mstep: Class 9 contains 5684 members 
Mstep: Class 10 contains 4414 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5178 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4867 members 
Mstep: Class 15 contains 42726 members 
Mstep: Class 16 contains 33632 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 10204 members 
Mstep: Class 19 contains 212139 members 
Mstep: Class 20 contains 154784 members 
Mstep: Class 21 contains 15310 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055216.000000 Penalty: 73299.523438
Iteration 408Q: 23 clusters Score -8.005522e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 26976 members 
Mstep: Class 4 contains 15532 members 
Mstep: Class 5 contains 29055 members 
Mstep: Class 6 contains 21320 members 
Mstep: Class 7 contains 1720 members 
Mstep: Class 8 contains 89277 members 
Mstep: Class 9 contains 5683 members 
Mstep: Class 10 contains 4418 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5176 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4859 members 
Mstep: Class 15 contains 42725 members 
Mstep: Class 16 contains 33639 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10210 members 
Mstep: Class 19 contains 212246 members 
Mstep: Class 20 contains 154640 members 
Mstep: Class 21 contains 15309 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80055088.000000 Penalty: 73299.523438
Iteration 409Q: 23 clusters Score -8.005509e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 26966 members 
Mstep: Class 4 contains 15538 members 
Mstep: Class 5 contains 29070 members 
Mstep: Class 6 contains 21322 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 89308 members 
Mstep: Class 9 contains 5683 members 
Mstep: Class 10 contains 4423 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5179 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4860 members 
Mstep: Class 15 contains 42722 members 
Mstep: Class 16 contains 33663 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10215 members 
Mstep: Class 19 contains 212316 members 
Mstep: Class 20 contains 154493 members 
Mstep: Class 21 contains 15308 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054920.000000 Penalty: 73299.523438
Iteration 410Q: 23 clusters Score -8.005492e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 26948 members 
Mstep: Class 4 contains 15545 members 
Mstep: Class 5 contains 29066 members 
Mstep: Class 6 contains 21336 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 89334 members 
Mstep: Class 9 contains 5683 members 
Mstep: Class 10 contains 4428 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5177 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4864 members 
Mstep: Class 15 contains 42713 members 
Mstep: Class 16 contains 33674 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10213 members 
Mstep: Class 19 contains 212395 members 
Mstep: Class 20 contains 154385 members 
Mstep: Class 21 contains 15307 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054968.000000 Penalty: 73299.523438
Iteration 411Q: 23 clusters Score -8.005497e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 26927 members 
Mstep: Class 4 contains 15558 members 
Mstep: Class 5 contains 29053 members 
Mstep: Class 6 contains 21342 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 89342 members 
Mstep: Class 9 contains 5683 members 
Mstep: Class 10 contains 4433 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5177 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4865 members 
Mstep: Class 15 contains 42710 members 
Mstep: Class 16 contains 33685 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10217 members 
Mstep: Class 19 contains 212493 members 
Mstep: Class 20 contains 154275 members 
Mstep: Class 21 contains 15308 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054768.000000 Penalty: 73299.523438
Iteration 412Q: 23 clusters Score -8.005477e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2238 members 
Mstep: Class 3 contains 26903 members 
Mstep: Class 4 contains 15568 members 
Mstep: Class 5 contains 29044 members 
Mstep: Class 6 contains 21353 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 89342 members 
Mstep: Class 9 contains 5683 members 
Mstep: Class 10 contains 4440 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5180 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4864 members 
Mstep: Class 15 contains 42717 members 
Mstep: Class 16 contains 33695 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 212586 members 
Mstep: Class 20 contains 154161 members 
Mstep: Class 21 contains 15308 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054728.000000 Penalty: 73299.523438
Iteration 413Q: 23 clusters Score -8.005473e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2239 members 
Mstep: Class 3 contains 26890 members 
Mstep: Class 4 contains 15574 members 
Mstep: Class 5 contains 29050 members 
Mstep: Class 6 contains 21368 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 89346 members 
Mstep: Class 9 contains 5683 members 
Mstep: Class 10 contains 4444 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5179 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4862 members 
Mstep: Class 15 contains 42737 members 
Mstep: Class 16 contains 33708 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10229 members 
Mstep: Class 19 contains 212669 members 
Mstep: Class 20 contains 154018 members 
Mstep: Class 21 contains 15309 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054736.000000 Penalty: 73299.523438
Iteration 414Q: 23 clusters Score -8.005474e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2239 members 
Mstep: Class 3 contains 26878 members 
Mstep: Class 4 contains 15581 members 
Mstep: Class 5 contains 29055 members 
Mstep: Class 6 contains 21376 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 89359 members 
Mstep: Class 9 contains 5683 members 
Mstep: Class 10 contains 4449 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5180 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4860 members 
Mstep: Class 15 contains 42749 members 
Mstep: Class 16 contains 33717 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10228 members 
Mstep: Class 19 contains 212755 members 
Mstep: Class 20 contains 153885 members 
Mstep: Class 21 contains 15312 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054688.000000 Penalty: 73299.523438
Iteration 415Q: 23 clusters Score -8.005469e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2240 members 
Mstep: Class 3 contains 26869 members 
Mstep: Class 4 contains 15583 members 
Mstep: Class 5 contains 29064 members 
Mstep: Class 6 contains 21391 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 89366 members 
Mstep: Class 9 contains 5683 members 
Mstep: Class 10 contains 4445 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5180 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4853 members 
Mstep: Class 15 contains 42768 members 
Mstep: Class 16 contains 33713 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10231 members 
Mstep: Class 19 contains 212891 members 
Mstep: Class 20 contains 153715 members 
Mstep: Class 21 contains 15315 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054704.000000 Penalty: 73299.523438
Iteration 416Q: 23 clusters Score -8.00547e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2241 members 
Mstep: Class 3 contains 26862 members 
Mstep: Class 4 contains 15585 members 
Mstep: Class 5 contains 29072 members 
Mstep: Class 6 contains 21393 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 89379 members 
Mstep: Class 9 contains 5683 members 
Mstep: Class 10 contains 4446 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5182 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4853 members 
Mstep: Class 15 contains 42781 members 
Mstep: Class 16 contains 33703 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10239 members 
Mstep: Class 19 contains 213002 members 
Mstep: Class 20 contains 153571 members 
Mstep: Class 21 contains 15317 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054592.000000 Penalty: 73299.523438
Iteration 417Q: 23 clusters Score -8.005459e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2241 members 
Mstep: Class 3 contains 26858 members 
Mstep: Class 4 contains 15592 members 
Mstep: Class 5 contains 29082 members 
Mstep: Class 6 contains 21397 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 89409 members 
Mstep: Class 9 contains 5683 members 
Mstep: Class 10 contains 4446 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5182 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4856 members 
Mstep: Class 15 contains 42798 members 
Mstep: Class 16 contains 33699 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10241 members 
Mstep: Class 19 contains 213074 members 
Mstep: Class 20 contains 153437 members 
Mstep: Class 21 contains 15317 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054544.000000 Penalty: 73299.523438
Iteration 418Q: 23 clusters Score -8.005454e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2241 members 
Mstep: Class 3 contains 26851 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 29089 members 
Mstep: Class 6 contains 21402 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 89411 members 
Mstep: Class 9 contains 5683 members 
Mstep: Class 10 contains 4443 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5181 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4863 members 
Mstep: Class 15 contains 42801 members 
Mstep: Class 16 contains 33708 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10246 members 
Mstep: Class 19 contains 213134 members 
Mstep: Class 20 contains 153336 members 
Mstep: Class 21 contains 15317 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054568.000000 Penalty: 73299.523438
Iteration 419Q: 23 clusters Score -8.005457e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2241 members 
Mstep: Class 3 contains 26843 members 
Mstep: Class 4 contains 15622 members 
Mstep: Class 5 contains 29098 members 
Mstep: Class 6 contains 21402 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 89418 members 
Mstep: Class 9 contains 5684 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5183 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4865 members 
Mstep: Class 15 contains 42803 members 
Mstep: Class 16 contains 33713 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10249 members 
Mstep: Class 19 contains 213177 members 
Mstep: Class 20 contains 153249 members 
Mstep: Class 21 contains 15316 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054456.000000 Penalty: 73299.523438
Iteration 420F: 23 clusters Score -8.005446e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2241 members 
Mstep: Class 3 contains 26840 members 
Mstep: Class 4 contains 15630 members 
Mstep: Class 5 contains 29126 members 
Mstep: Class 6 contains 21412 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 89438 members 
Mstep: Class 9 contains 5684 members 
Mstep: Class 10 contains 4455 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5184 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4867 members 
Mstep: Class 15 contains 42810 members 
Mstep: Class 16 contains 33727 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10251 members 
Mstep: Class 19 contains 213220 members 
Mstep: Class 20 contains 153115 members 
Mstep: Class 21 contains 15316 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054304.000000 Penalty: 73299.523438
Iteration 421Q: 23 clusters Score -8.00543e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2240 members 
Mstep: Class 3 contains 26822 members 
Mstep: Class 4 contains 15642 members 
Mstep: Class 5 contains 29147 members 
Mstep: Class 6 contains 21421 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 89488 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4455 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5185 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4874 members 
Mstep: Class 15 contains 42819 members 
Mstep: Class 16 contains 33739 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 213236 members 
Mstep: Class 20 contains 152991 members 
Mstep: Class 21 contains 15315 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054240.000000 Penalty: 73299.523438
Iteration 422Q: 23 clusters Score -8.005424e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2240 members 
Mstep: Class 3 contains 26821 members 
Mstep: Class 4 contains 15643 members 
Mstep: Class 5 contains 29157 members 
Mstep: Class 6 contains 21431 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 89520 members 
Mstep: Class 9 contains 5686 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5184 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4876 members 
Mstep: Class 15 contains 42830 members 
Mstep: Class 16 contains 33748 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10261 members 
Mstep: Class 19 contains 213247 members 
Mstep: Class 20 contains 152898 members 
Mstep: Class 21 contains 15315 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054136.000000 Penalty: 73299.523438
Iteration 423Q: 23 clusters Score -8.005414e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2242 members 
Mstep: Class 3 contains 26808 members 
Mstep: Class 4 contains 15648 members 
Mstep: Class 5 contains 29166 members 
Mstep: Class 6 contains 21443 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 89569 members 
Mstep: Class 9 contains 5686 members 
Mstep: Class 10 contains 4462 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5182 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4875 members 
Mstep: Class 15 contains 42842 members 
Mstep: Class 16 contains 33758 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10265 members 
Mstep: Class 19 contains 213229 members 
Mstep: Class 20 contains 152826 members 
Mstep: Class 21 contains 15315 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054152.000000 Penalty: 73299.523438
Iteration 424Q: 23 clusters Score -8.005415e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2243 members 
Mstep: Class 3 contains 26801 members 
Mstep: Class 4 contains 15653 members 
Mstep: Class 5 contains 29163 members 
Mstep: Class 6 contains 21449 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 89602 members 
Mstep: Class 9 contains 5686 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5176 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4877 members 
Mstep: Class 15 contains 42848 members 
Mstep: Class 16 contains 33763 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10265 members 
Mstep: Class 19 contains 213249 members 
Mstep: Class 20 contains 152762 members 
Mstep: Class 21 contains 15315 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80054056.000000 Penalty: 73299.523438
Iteration 425Q: 23 clusters Score -8.005406e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2243 members 
Mstep: Class 3 contains 26792 members 
Mstep: Class 4 contains 15652 members 
Mstep: Class 5 contains 29162 members 
Mstep: Class 6 contains 21457 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 89631 members 
Mstep: Class 9 contains 5686 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5175 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4878 members 
Mstep: Class 15 contains 42849 members 
Mstep: Class 16 contains 33767 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10267 members 
Mstep: Class 19 contains 213281 members 
Mstep: Class 20 contains 152697 members 
Mstep: Class 21 contains 15315 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80053984.000000 Penalty: 73299.523438
Iteration 426Q: 23 clusters Score -8.005398e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2243 members 
Mstep: Class 3 contains 26781 members 
Mstep: Class 4 contains 15648 members 
Mstep: Class 5 contains 29158 members 
Mstep: Class 6 contains 21466 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 89650 members 
Mstep: Class 9 contains 5684 members 
Mstep: Class 10 contains 4473 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5177 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4880 members 
Mstep: Class 15 contains 42853 members 
Mstep: Class 16 contains 33770 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10266 members 
Mstep: Class 19 contains 213345 members 
Mstep: Class 20 contains 152609 members 
Mstep: Class 21 contains 15313 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80053888.000000 Penalty: 73299.523438
Iteration 427Q: 23 clusters Score -8.005389e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2243 members 
Mstep: Class 3 contains 26767 members 
Mstep: Class 4 contains 15649 members 
Mstep: Class 5 contains 29154 members 
Mstep: Class 6 contains 21471 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 89664 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4484 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5177 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4878 members 
Mstep: Class 15 contains 42858 members 
Mstep: Class 16 contains 33778 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10267 members 
Mstep: Class 19 contains 213385 members 
Mstep: Class 20 contains 152543 members 
Mstep: Class 21 contains 15312 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80053880.000000 Penalty: 73299.523438
Iteration 428Q: 23 clusters Score -8.005388e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2243 members 
Mstep: Class 3 contains 26762 members 
Mstep: Class 4 contains 15650 members 
Mstep: Class 5 contains 29155 members 
Mstep: Class 6 contains 21477 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 89669 members 
Mstep: Class 9 contains 5686 members 
Mstep: Class 10 contains 4490 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5179 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4876 members 
Mstep: Class 15 contains 42862 members 
Mstep: Class 16 contains 33777 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10269 members 
Mstep: Class 19 contains 213433 members 
Mstep: Class 20 contains 152474 members 
Mstep: Class 21 contains 15314 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80053840.000000 Penalty: 73299.523438
Iteration 429Q: 23 clusters Score -8.005384e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2242 members 
Mstep: Class 3 contains 26761 members 
Mstep: Class 4 contains 15650 members 
Mstep: Class 5 contains 29155 members 
Mstep: Class 6 contains 21477 members 
Mstep: Class 7 contains 1716 members 
Mstep: Class 8 contains 89677 members 
Mstep: Class 9 contains 5686 members 
Mstep: Class 10 contains 4491 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5178 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4876 members 
Mstep: Class 15 contains 42860 members 
Mstep: Class 16 contains 33788 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10271 members 
Mstep: Class 19 contains 213490 members 
Mstep: Class 20 contains 152402 members 
Mstep: Class 21 contains 15314 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80053736.000000 Penalty: 73299.523438
Iteration 430Q: 23 clusters Score -8.005374e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2241 members 
Mstep: Class 3 contains 26762 members 
Mstep: Class 4 contains 15652 members 
Mstep: Class 5 contains 29161 members 
Mstep: Class 6 contains 21479 members 
Mstep: Class 7 contains 1716 members 
Mstep: Class 8 contains 89689 members 
Mstep: Class 9 contains 5686 members 
Mstep: Class 10 contains 4496 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5180 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4875 members 
Mstep: Class 15 contains 42876 members 
Mstep: Class 16 contains 33797 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 213492 members 
Mstep: Class 20 contains 152349 members 
Mstep: Class 21 contains 15310 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80053656.000000 Penalty: 73299.523438
Iteration 431Q: 23 clusters Score -8.005366e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2239 members 
Mstep: Class 3 contains 26766 members 
Mstep: Class 4 contains 15646 members 
Mstep: Class 5 contains 29164 members 
Mstep: Class 6 contains 21474 members 
Mstep: Class 7 contains 1716 members 
Mstep: Class 8 contains 89698 members 
Mstep: Class 9 contains 5686 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5180 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4878 members 
Mstep: Class 15 contains 42883 members 
Mstep: Class 16 contains 33801 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10277 members 
Mstep: Class 19 contains 213500 members 
Mstep: Class 20 contains 152314 members 
Mstep: Class 21 contains 15311 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80053560.000000 Penalty: 73299.523438
Iteration 432Q: 23 clusters Score -8.005356e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2241 members 
Mstep: Class 3 contains 26771 members 
Mstep: Class 4 contains 15641 members 
Mstep: Class 5 contains 29173 members 
Mstep: Class 6 contains 21473 members 
Mstep: Class 7 contains 1715 members 
Mstep: Class 8 contains 89716 members 
Mstep: Class 9 contains 5686 members 
Mstep: Class 10 contains 4505 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5180 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4875 members 
Mstep: Class 15 contains 42893 members 
Mstep: Class 16 contains 33799 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10278 members 
Mstep: Class 19 contains 213501 members 
Mstep: Class 20 contains 152279 members 
Mstep: Class 21 contains 15312 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 433Q: 23 clusters Score -8.005348e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2242 members 
Mstep: Class 3 contains 26770 members 
Mstep: Class 4 contains 15637 members 
Mstep: Class 5 contains 29194 members 
Mstep: Class 6 contains 21468 members 
Mstep: Class 7 contains 1716 members 
Mstep: Class 8 contains 89734 members 
Mstep: Class 9 contains 5686 members 
Mstep: Class 10 contains 4508 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5180 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4868 members 
Mstep: Class 15 contains 42908 members 
Mstep: Class 16 contains 33798 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10279 members 
Mstep: Class 19 contains 213498 members 
Mstep: Class 20 contains 152241 members 
Mstep: Class 21 contains 15312 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
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Iteration 434Q: 23 clusters Score -8.005332e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2243 members 
Mstep: Class 3 contains 26764 members 
Mstep: Class 4 contains 15632 members 
Mstep: Class 5 contains 29200 members 
Mstep: Class 6 contains 21464 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 89752 members 
Mstep: Class 9 contains 5686 members 
Mstep: Class 10 contains 4511 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5184 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4865 members 
Mstep: Class 15 contains 42914 members 
Mstep: Class 16 contains 33801 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10278 members 
Mstep: Class 19 contains 213493 members 
Mstep: Class 20 contains 152224 members 
Mstep: Class 21 contains 15311 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
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Iteration 435Q: 23 clusters Score -8.005322e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2242 members 
Mstep: Class 3 contains 26760 members 
Mstep: Class 4 contains 15628 members 
Mstep: Class 5 contains 29212 members 
Mstep: Class 6 contains 21459 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 89762 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 4519 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5189 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4865 members 
Mstep: Class 15 contains 42914 members 
Mstep: Class 16 contains 33811 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10278 members 
Mstep: Class 19 contains 213463 members 
Mstep: Class 20 contains 152223 members 
Mstep: Class 21 contains 15309 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
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Iteration 436Q: 23 clusters Score -8.005325e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2242 members 
Mstep: Class 3 contains 26753 members 
Mstep: Class 4 contains 15624 members 
Mstep: Class 5 contains 29226 members 
Mstep: Class 6 contains 21456 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 89794 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 4527 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5191 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 4863 members 
Mstep: Class 15 contains 42916 members 
Mstep: Class 16 contains 33809 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10281 members 
Mstep: Class 19 contains 213429 members 
Mstep: Class 20 contains 152215 members 
Mstep: Class 21 contains 15309 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
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Iteration 437Q: 23 clusters Score -8.005318e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2242 members 
Mstep: Class 3 contains 26748 members 
Mstep: Class 4 contains 15625 members 
Mstep: Class 5 contains 29246 members 
Mstep: Class 6 contains 21453 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 89821 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 4527 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5191 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 4861 members 
Mstep: Class 15 contains 42911 members 
Mstep: Class 16 contains 33812 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10282 members 
Mstep: Class 19 contains 213472 members 
Mstep: Class 20 contains 152134 members 
Mstep: Class 21 contains 15310 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80053312.000000 Penalty: 73299.523438
Iteration 438Q: 23 clusters Score -8.005331e+07 nChanged 471
Entering ConstructFrom: 
Score: -80053312.000000 Penalty: 73299.523438
Entering ConstructFrom: 
Trying to split cluster 1 (4681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Entering Unmasked Estep 
Score: -536401.687500 Penalty: 2095.914307
	Iteration 0F: 2 clusters Score -536401.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -532062.312500 Penalty: 4191.828613
	Iteration 0F: 3 clusters Score -532062.3 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -533201.875000 Penalty: 4191.828613
	Iteration 1F: 3 clusters Score -533201.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -533550.687500 Penalty: 4191.828613
	Iteration 2F: 3 clusters Score -533550.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -533830.000000 Penalty: 4191.828613
	Iteration 3F: 3 clusters Score -533830 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -534035.687500 Penalty: 4191.828613
	Iteration 4F: 3 clusters Score -534035.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -534211.000000 Penalty: 4191.828613
	Iteration 5F: 3 clusters Score -534211 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -534358.312500 Penalty: 4191.828613
	Iteration 6Q: 3 clusters Score -534358.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -534479.875000 Penalty: 4191.828613
	Iteration 7Q: 3 clusters Score -534479.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -534602.500000 Penalty: 4191.828613
	Iteration 8Q: 3 clusters Score -534602.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -534714.312500 Penalty: 4191.828613
	Iteration 9Q: 3 clusters Score -534714.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -534790.875000 Penalty: 4191.828613
	Iteration 10Q: 3 clusters Score -534790.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -534834.375000 Penalty: 4191.828613
	Iteration 11Q: 3 clusters Score -534834.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -534882.875000 Penalty: 4191.828613
	Iteration 12Q: 3 clusters Score -534882.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -534921.437500 Penalty: 4191.828613
	Iteration 13Q: 3 clusters Score -534921.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -534949.875000 Penalty: 4191.828613
	Iteration 14Q: 3 clusters Score -534949.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -534968.187500 Penalty: 4191.828613
	Iteration 15Q: 3 clusters Score -534968.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -534984.125000 Penalty: 4191.828613
	Iteration 16Q: 3 clusters Score -534984.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -534991.625000 Penalty: 4191.828613
	Iteration 17Q: 3 clusters Score -534991.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -534998.437500 Penalty: 4191.828613
	Iteration 18Q: 3 clusters Score -534998.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -535005.500000 Penalty: 4191.828613
	Iteration 19Q: 3 clusters Score -535005.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -535011.750000 Penalty: 4191.828613
	Iteration 20F: 3 clusters Score -535011.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -535021.562500 Penalty: 4191.828613
	Iteration 21Q: 3 clusters Score -535021.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -535027.250000 Penalty: 4191.828613
	Iteration 22Q: 3 clusters Score -535027.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -535035.000000 Penalty: 4191.828613
	Iteration 23Q: 3 clusters Score -535035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -535045.250000 Penalty: 4191.828613
	Iteration 24Q: 3 clusters Score -535045.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -535051.812500 Penalty: 4191.828613
	Iteration 25Q: 3 clusters Score -535051.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -535058.437500 Penalty: 4191.828613
	Iteration 26Q: 3 clusters Score -535058.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -535067.062500 Penalty: 4191.828613
	Iteration 27Q: 3 clusters Score -535067.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -535072.687500 Penalty: 4191.828613
	Iteration 28Q: 3 clusters Score -535072.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -535078.875000 Penalty: 4191.828613
	Iteration 29Q: 3 clusters Score -535078.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -535085.562500 Penalty: 4191.828613
	Iteration 30Q: 3 clusters Score -535085.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -535092.687500 Penalty: 4191.828613
	Iteration 31Q: 3 clusters Score -535092.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -535098.062500 Penalty: 4191.828613
	Iteration 32Q: 3 clusters Score -535098.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -535104.187500 Penalty: 4191.828613
	Iteration 33Q: 3 clusters Score -535104.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -535120.062500 Penalty: 4191.828613
	Iteration 34Q: 3 clusters Score -535120.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -535134.250000 Penalty: 4191.828613
	Iteration 35Q: 3 clusters Score -535134.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -535142.937500 Penalty: 4191.828613
	Iteration 36Q: 3 clusters Score -535142.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -535153.500000 Penalty: 4191.828613
	Iteration 37Q: 3 clusters Score -535153.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -535163.062500 Penalty: 4191.828613
	Iteration 38Q: 3 clusters Score -535163.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -535168.937500 Penalty: 4191.828613
	Iteration 39Q: 3 clusters Score -535168.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -535171.062500 Penalty: 4191.828613
	Iteration 40F: 3 clusters Score -535171.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -535173.562500 Penalty: 4191.828613
	Iteration 41Q: 3 clusters Score -535173.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -535175.375000 Penalty: 4191.828613
	Iteration 42Q: 3 clusters Score -535175.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -535176.500000 Penalty: 4191.828613
	Iteration 43Q: 3 clusters Score -535176.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -535177.000000 Penalty: 4191.828613
	Iteration 44Q: 3 clusters Score -535177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -535181.250000 Penalty: 4191.828613
	Iteration 45Q: 3 clusters Score -535181.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -535185.125000 Penalty: 4191.828613
	Iteration 46Q: 3 clusters Score -535185.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -535188.062500 Penalty: 4191.828613
	Iteration 47Q: 3 clusters Score -535188.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -535189.062500 Penalty: 4191.828613
	Iteration 48Q: 3 clusters Score -535189.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -535191.125000 Penalty: 4191.828613
	Iteration 49Q: 3 clusters Score -535191.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -535192.000000 Penalty: 4191.828613
	Iteration 50Q: 3 clusters Score -535192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -535192.750000 Penalty: 4191.828613
	Iteration 51Q: 3 clusters Score -535192.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -535194.687500 Penalty: 4191.828613
	Iteration 52Q: 3 clusters Score -535194.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -535195.625000 Penalty: 4191.828613
	Iteration 53Q: 3 clusters Score -535195.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -535195.875000 Penalty: 4191.828613
	Iteration 54Q: 3 clusters Score -535195.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -535195.875000 Penalty: 4191.828613
	Iteration 55F: 3 clusters Score -535195.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Entering Unmasked Estep 
Score: -254171.000000 Penalty: 1913.461182
	Iteration 0F: 2 clusters Score -254171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -251390.203125 Penalty: 3826.922363
	Iteration 0F: 3 clusters Score -251390.2 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -251936.734375 Penalty: 3826.922363
	Iteration 1F: 3 clusters Score -251936.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -252128.390625 Penalty: 3826.922363
	Iteration 2F: 3 clusters Score -252128.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -252339.046875 Penalty: 3826.922363
	Iteration 3F: 3 clusters Score -252339 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -252646.312500 Penalty: 3826.922363
	Iteration 4F: 3 clusters Score -252646.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -252912.296875 Penalty: 3826.922363
	Iteration 5F: 3 clusters Score -252912.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -253145.750000 Penalty: 3826.922363
	Iteration 6F: 3 clusters Score -253145.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -253351.171875 Penalty: 3826.922363
	Iteration 7F: 3 clusters Score -253351.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -253524.781250 Penalty: 3826.922363
	Iteration 8Q: 3 clusters Score -253524.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -253668.890625 Penalty: 3826.922363
	Iteration 9Q: 3 clusters Score -253668.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -253754.781250 Penalty: 3826.922363
	Iteration 10Q: 3 clusters Score -253754.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -253798.750000 Penalty: 3826.922363
	Iteration 11Q: 3 clusters Score -253798.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -253822.328125 Penalty: 3826.922363
	Iteration 12Q: 3 clusters Score -253822.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -253836.468750 Penalty: 3826.922363
	Iteration 13Q: 3 clusters Score -253836.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -253844.187500 Penalty: 3826.922363
	Iteration 14Q: 3 clusters Score -253844.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -253851.812500 Penalty: 3826.922363
	Iteration 15Q: 3 clusters Score -253851.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -253859.734375 Penalty: 3826.922363
	Iteration 16Q: 3 clusters Score -253859.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -253867.140625 Penalty: 3826.922363
	Iteration 17Q: 3 clusters Score -253867.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -253873.187500 Penalty: 3826.922363
	Iteration 18Q: 3 clusters Score -253873.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -253886.031250 Penalty: 3826.922363
	Iteration 19Q: 3 clusters Score -253886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -253895.921875 Penalty: 3826.922363
	Iteration 20F: 3 clusters Score -253895.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -253905.062500 Penalty: 3826.922363
	Iteration 21Q: 3 clusters Score -253905.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -253915.593750 Penalty: 3826.922363
	Iteration 22Q: 3 clusters Score -253915.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -253925.937500 Penalty: 3826.922363
	Iteration 23Q: 3 clusters Score -253925.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -253941.187500 Penalty: 3826.922363
	Iteration 24Q: 3 clusters Score -253941.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -253951.312500 Penalty: 3826.922363
	Iteration 25Q: 3 clusters Score -253951.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -253956.828125 Penalty: 3826.922363
	Iteration 26Q: 3 clusters Score -253956.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -253957.937500 Penalty: 3826.922363
	Iteration 27Q: 3 clusters Score -253957.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -253958.968750 Penalty: 3826.922363
	Iteration 28Q: 3 clusters Score -253959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -253961.203125 Penalty: 3826.922363
	Iteration 29Q: 3 clusters Score -253961.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -253962.218750 Penalty: 3826.922363
	Iteration 30Q: 3 clusters Score -253962.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -253964.125000 Penalty: 3826.922363
	Iteration 31Q: 3 clusters Score -253964.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -253965.734375 Penalty: 3826.922363
	Iteration 32Q: 3 clusters Score -253965.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -253965.734375 Penalty: 3826.922363
	Iteration 33F: 3 clusters Score -253965.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Entering Unmasked Estep 
Score: -3252704.000000 Penalty: 2528.072510
	Iteration 0F: 2 clusters Score -3252704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -3234259.750000 Penalty: 5056.145020
	Iteration 0F: 3 clusters Score -3234260 nChanged 11868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -3240511.500000 Penalty: 5056.145020
	Iteration 1F: 3 clusters Score -3240512 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3240910.750000 Penalty: 5056.145020
	Iteration 2Q: 3 clusters Score -3240911 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -3241367.000000 Penalty: 5056.145020
	Iteration 3Q: 3 clusters Score -3241367 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -3241833.750000 Penalty: 5056.145020
	Iteration 4Q: 3 clusters Score -3241834 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -3242338.750000 Penalty: 5056.145020
	Iteration 5Q: 3 clusters Score -3242339 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3242851.500000 Penalty: 5056.145020
	Iteration 6Q: 3 clusters Score -3242852 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -3243408.750000 Penalty: 5056.145020
	Iteration 7Q: 3 clusters Score -3243409 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -3244015.250000 Penalty: 5056.145020
	Iteration 8Q: 3 clusters Score -3244015 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -3244771.250000 Penalty: 5056.145020
	Iteration 9Q: 3 clusters Score -3244771 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -3245712.500000 Penalty: 5056.145020
	Iteration 10Q: 3 clusters Score -3245712 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -3246566.000000 Penalty: 5056.145020
	Iteration 11Q: 3 clusters Score -3246566 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -3247213.250000 Penalty: 5056.145020
	Iteration 12Q: 3 clusters Score -3247213 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -3247625.500000 Penalty: 5056.145020
	Iteration 13Q: 3 clusters Score -3247626 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -3247852.250000 Penalty: 5056.145020
	Iteration 14Q: 3 clusters Score -3247852 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -3247981.750000 Penalty: 5056.145020
	Iteration 15Q: 3 clusters Score -3247982 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -3248100.750000 Penalty: 5056.145020
	Iteration 16Q: 3 clusters Score -3248101 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -3248204.000000 Penalty: 5056.145020
	Iteration 17Q: 3 clusters Score -3248204 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -3248285.250000 Penalty: 5056.145020
	Iteration 18Q: 3 clusters Score -3248285 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -3248389.000000 Penalty: 5056.145020
	Iteration 19Q: 3 clusters Score -3248389 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -3248470.000000 Penalty: 5056.145020
	Iteration 20F: 3 clusters Score -3248470 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -3248528.000000 Penalty: 5056.145020
	Iteration 21Q: 3 clusters Score -3248528 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -3248590.500000 Penalty: 5056.145020
	Iteration 22Q: 3 clusters Score -3248590 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -3248656.000000 Penalty: 5056.145020
	Iteration 23Q: 3 clusters Score -3248656 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -3248701.500000 Penalty: 5056.145020
	Iteration 24Q: 3 clusters Score -3248702 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -3248729.750000 Penalty: 5056.145020
	Iteration 25Q: 3 clusters Score -3248730 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -3248769.250000 Penalty: 5056.145020
	Iteration 26Q: 3 clusters Score -3248769 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -3248798.250000 Penalty: 5056.145020
	Iteration 27Q: 3 clusters Score -3248798 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -3248831.250000 Penalty: 5056.145020
	Iteration 28Q: 3 clusters Score -3248831 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -3248859.500000 Penalty: 5056.145020
	Iteration 29Q: 3 clusters Score -3248860 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -3248887.750000 Penalty: 5056.145020
	Iteration 30Q: 3 clusters Score -3248888 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -3248924.250000 Penalty: 5056.145020
	Iteration 31Q: 3 clusters Score -3248924 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -3248958.500000 Penalty: 5056.145020
	Iteration 32Q: 3 clusters Score -3248958 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -3248991.250000 Penalty: 5056.145020
	Iteration 33Q: 3 clusters Score -3248991 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -3249027.250000 Penalty: 5056.145020
	Iteration 34Q: 3 clusters Score -3249027 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -3249060.750000 Penalty: 5056.145020
	Iteration 35Q: 3 clusters Score -3249061 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -3249105.750000 Penalty: 5056.145020
	Iteration 36Q: 3 clusters Score -3249106 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -3249152.750000 Penalty: 5056.145020
	Iteration 37Q: 3 clusters Score -3249153 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -3249186.500000 Penalty: 5056.145020
	Iteration 38Q: 3 clusters Score -3249186 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -3249205.750000 Penalty: 5056.145020
	Iteration 39Q: 3 clusters Score -3249206 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -3249234.000000 Penalty: 5056.145020
	Iteration 40F: 3 clusters Score -3249234 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -3249258.000000 Penalty: 5056.145020
	Iteration 41Q: 3 clusters Score -3249258 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -3249276.500000 Penalty: 5056.145020
	Iteration 42Q: 3 clusters Score -3249276 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -3249287.000000 Penalty: 5056.145020
	Iteration 43Q: 3 clusters Score -3249287 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -3249324.250000 Penalty: 5056.145020
	Iteration 44Q: 3 clusters Score -3249324 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -3249337.500000 Penalty: 5056.145020
	Iteration 45Q: 3 clusters Score -3249338 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -3249361.000000 Penalty: 5056.145020
	Iteration 46Q: 3 clusters Score -3249361 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -3249380.750000 Penalty: 5056.145020
	Iteration 47Q: 3 clusters Score -3249381 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -3249413.000000 Penalty: 5056.145020
	Iteration 48Q: 3 clusters Score -3249413 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -3249437.750000 Penalty: 5056.145020
	Iteration 49Q: 3 clusters Score -3249438 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -3249469.250000 Penalty: 5056.145020
	Iteration 50Q: 3 clusters Score -3249469 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -3249492.500000 Penalty: 5056.145020
	Iteration 51Q: 3 clusters Score -3249492 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -3249517.500000 Penalty: 5056.145020
	Iteration 52Q: 3 clusters Score -3249518 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -3249540.750000 Penalty: 5056.145020
	Iteration 53Q: 3 clusters Score -3249541 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -3249560.250000 Penalty: 5056.145020
	Iteration 54Q: 3 clusters Score -3249560 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -3249579.500000 Penalty: 5056.145020
	Iteration 55Q: 3 clusters Score -3249580 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -3249606.500000 Penalty: 5056.145020
	Iteration 56Q: 3 clusters Score -3249606 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -3249638.250000 Penalty: 5056.145020
	Iteration 57Q: 3 clusters Score -3249638 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -3249656.500000 Penalty: 5056.145020
	Iteration 58Q: 3 clusters Score -3249656 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -3249683.500000 Penalty: 5056.145020
	Iteration 59Q: 3 clusters Score -3249684 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -3249706.250000 Penalty: 5056.145020
	Iteration 60F: 3 clusters Score -3249706 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -3249717.000000 Penalty: 5056.145020
	Iteration 61Q: 3 clusters Score -3249717 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -3249742.750000 Penalty: 5056.145020
	Iteration 62Q: 3 clusters Score -3249743 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -3249756.000000 Penalty: 5056.145020
	Iteration 63Q: 3 clusters Score -3249756 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -3249785.750000 Penalty: 5056.145020
	Iteration 64Q: 3 clusters Score -3249786 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -3249804.500000 Penalty: 5056.145020
	Iteration 65Q: 3 clusters Score -3249804 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3249820.250000 Penalty: 5056.145020
	Iteration 66Q: 3 clusters Score -3249820 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3249839.000000 Penalty: 5056.145020
	Iteration 67Q: 3 clusters Score -3249839 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3249854.250000 Penalty: 5056.145020
	Iteration 68Q: 3 clusters Score -3249854 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3249874.750000 Penalty: 5056.145020
	Iteration 69Q: 3 clusters Score -3249875 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3249887.000000 Penalty: 5056.145020
	Iteration 70Q: 3 clusters Score -3249887 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3249897.750000 Penalty: 5056.145020
	Iteration 71Q: 3 clusters Score -3249898 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3249917.500000 Penalty: 5056.145020
	Iteration 72Q: 3 clusters Score -3249918 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3249933.000000 Penalty: 5056.145020
	Iteration 73Q: 3 clusters Score -3249933 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3249937.750000 Penalty: 5056.145020
	Iteration 74Q: 3 clusters Score -3249938 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3249954.000000 Penalty: 5056.145020
	Iteration 75Q: 3 clusters Score -3249954 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -3249964.000000 Penalty: 5056.145020
	Iteration 76Q: 3 clusters Score -3249964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3249972.000000 Penalty: 5056.145020
	Iteration 77Q: 3 clusters Score -3249972 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3249989.750000 Penalty: 5056.145020
	Iteration 78Q: 3 clusters Score -3249990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3250000.000000 Penalty: 5056.145020
	Iteration 79Q: 3 clusters Score -3250000 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3250033.250000 Penalty: 5056.145020
	Iteration 80F: 3 clusters Score -3250033 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3250041.500000 Penalty: 5056.145020
	Iteration 81Q: 3 clusters Score -3250042 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3250065.500000 Penalty: 5056.145020
	Iteration 82Q: 3 clusters Score -3250066 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3250082.000000 Penalty: 5056.145020
	Iteration 83Q: 3 clusters Score -3250082 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3250103.750000 Penalty: 5056.145020
	Iteration 84Q: 3 clusters Score -3250104 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3250123.500000 Penalty: 5056.145020
	Iteration 85Q: 3 clusters Score -3250124 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3250147.750000 Penalty: 5056.145020
	Iteration 86Q: 3 clusters Score -3250148 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3250167.250000 Penalty: 5056.145020
	Iteration 87Q: 3 clusters Score -3250167 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3250188.500000 Penalty: 5056.145020
	Iteration 88Q: 3 clusters Score -3250188 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3250219.750000 Penalty: 5056.145020
	Iteration 89Q: 3 clusters Score -3250220 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3250236.500000 Penalty: 5056.145020
	Iteration 90Q: 3 clusters Score -3250236 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3250259.500000 Penalty: 5056.145020
	Iteration 91Q: 3 clusters Score -3250260 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3250272.250000 Penalty: 5056.145020
	Iteration 92Q: 3 clusters Score -3250272 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3250294.000000 Penalty: 5056.145020
	Iteration 93Q: 3 clusters Score -3250294 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3250317.250000 Penalty: 5056.145020
	Iteration 94Q: 3 clusters Score -3250317 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3250339.000000 Penalty: 5056.145020
	Iteration 95Q: 3 clusters Score -3250339 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3250363.750000 Penalty: 5056.145020
	Iteration 96Q: 3 clusters Score -3250364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3250389.250000 Penalty: 5056.145020
	Iteration 97Q: 3 clusters Score -3250389 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3250408.750000 Penalty: 5056.145020
	Iteration 98Q: 3 clusters Score -3250409 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3250428.750000 Penalty: 5056.145020
	Iteration 99Q: 3 clusters Score -3250429 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3250440.000000 Penalty: 5056.145020
	Iteration 100F: 3 clusters Score -3250440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3250452.750000 Penalty: 5056.145020
	Iteration 101Q: 3 clusters Score -3250453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3250463.750000 Penalty: 5056.145020
	Iteration 102Q: 3 clusters Score -3250464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3250477.750000 Penalty: 5056.145020
	Iteration 103Q: 3 clusters Score -3250478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3250481.500000 Penalty: 5056.145020
	Iteration 104Q: 3 clusters Score -3250482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3250491.500000 Penalty: 5056.145020
	Iteration 105Q: 3 clusters Score -3250492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3250495.000000 Penalty: 5056.145020
	Iteration 106Q: 3 clusters Score -3250495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3250493.250000 Penalty: 5056.145020
	Iteration 107Q: 3 clusters Score -3250493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3250499.750000 Penalty: 5056.145020
	Iteration 108Q: 3 clusters Score -3250500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3250505.250000 Penalty: 5056.145020
	Iteration 109Q: 3 clusters Score -3250505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3250511.500000 Penalty: 5056.145020
	Iteration 110Q: 3 clusters Score -3250512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3250518.500000 Penalty: 5056.145020
	Iteration 111Q: 3 clusters Score -3250518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3250521.250000 Penalty: 5056.145020
	Iteration 112Q: 3 clusters Score -3250521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3250525.000000 Penalty: 5056.145020
	Iteration 113Q: 3 clusters Score -3250525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3250524.250000 Penalty: 5056.145020
	Iteration 114Q: 3 clusters Score -3250524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3250524.250000 Penalty: 5056.145020
	Iteration 115F: 3 clusters Score -3250524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Entering Unmasked Estep 
Score: -1895197.000000 Penalty: 2394.875244
	Iteration 0F: 2 clusters Score -1895197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1883894.875000 Penalty: 4789.750488
	Iteration 0F: 3 clusters Score -1883895 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1887484.875000 Penalty: 4789.750488
	Iteration 1F: 3 clusters Score -1887485 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1887876.500000 Penalty: 4789.750488
	Iteration 2F: 3 clusters Score -1887876 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1888207.625000 Penalty: 4789.750488
	Iteration 3F: 3 clusters Score -1888208 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1888551.000000 Penalty: 4789.750488
	Iteration 4Q: 3 clusters Score -1888551 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1888904.125000 Penalty: 4789.750488
	Iteration 5Q: 3 clusters Score -1888904 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1889317.125000 Penalty: 4789.750488
	Iteration 6Q: 3 clusters Score -1889317 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1889876.625000 Penalty: 4789.750488
	Iteration 7F: 3 clusters Score -1889877 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1890550.125000 Penalty: 4789.750488
	Iteration 8F: 3 clusters Score -1890550 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1891272.750000 Penalty: 4789.750488
	Iteration 9F: 3 clusters Score -1891273 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1891911.250000 Penalty: 4789.750488
	Iteration 10Q: 3 clusters Score -1891911 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1892376.500000 Penalty: 4789.750488
	Iteration 11Q: 3 clusters Score -1892376 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1892691.625000 Penalty: 4789.750488
	Iteration 12Q: 3 clusters Score -1892692 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1892878.500000 Penalty: 4789.750488
	Iteration 13Q: 3 clusters Score -1892878 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1893008.250000 Penalty: 4789.750488
	Iteration 14Q: 3 clusters Score -1893008 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -1893077.875000 Penalty: 4789.750488
	Iteration 15Q: 3 clusters Score -1893078 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1893122.625000 Penalty: 4789.750488
	Iteration 16Q: 3 clusters Score -1893123 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1893159.125000 Penalty: 4789.750488
	Iteration 17Q: 3 clusters Score -1893159 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -1893180.625000 Penalty: 4789.750488
	Iteration 18Q: 3 clusters Score -1893181 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -1893200.000000 Penalty: 4789.750488
	Iteration 19Q: 3 clusters Score -1893200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -1893217.375000 Penalty: 4789.750488
	Iteration 20F: 3 clusters Score -1893217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1893229.500000 Penalty: 4789.750488
	Iteration 21Q: 3 clusters Score -1893230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1893239.875000 Penalty: 4789.750488
	Iteration 22Q: 3 clusters Score -1893240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1893246.500000 Penalty: 4789.750488
	Iteration 23Q: 3 clusters Score -1893246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1893249.750000 Penalty: 4789.750488
	Iteration 24Q: 3 clusters Score -1893250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1893260.000000 Penalty: 4789.750488
	Iteration 25Q: 3 clusters Score -1893260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -1893262.250000 Penalty: 4789.750488
	Iteration 26Q: 3 clusters Score -1893262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1893262.875000 Penalty: 4789.750488
	Iteration 27Q: 3 clusters Score -1893263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -1893262.500000 Penalty: 4789.750488
	Iteration 28Q: 3 clusters Score -1893262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1893265.250000 Penalty: 4789.750488
	Iteration 29Q: 3 clusters Score -1893265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1893265.875000 Penalty: 4789.750488
	Iteration 30Q: 3 clusters Score -1893266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1893268.500000 Penalty: 4789.750488
	Iteration 31Q: 3 clusters Score -1893268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1893269.250000 Penalty: 4789.750488
	Iteration 32Q: 3 clusters Score -1893269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1893269.250000 Penalty: 4789.750488
	Iteration 33F: 3 clusters Score -1893269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Entering Unmasked Estep 
Score: -3540016.250000 Penalty: 2550.400879
	Iteration 0F: 2 clusters Score -3540016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -3519924.500000 Penalty: 5100.801758
	Iteration 0F: 3 clusters Score -3519924 nChanged 13163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -3527109.500000 Penalty: 5100.801758
	Iteration 1F: 3 clusters Score -3527110 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -3527628.000000 Penalty: 5100.801758
	Iteration 2F: 3 clusters Score -3527628 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -3528151.250000 Penalty: 5100.801758
	Iteration 3Q: 3 clusters Score -3528151 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -3528711.250000 Penalty: 5100.801758
	Iteration 4Q: 3 clusters Score -3528711 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -3529486.000000 Penalty: 5100.801758
	Iteration 5F: 3 clusters Score -3529486 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -3530649.750000 Penalty: 5100.801758
	Iteration 6F: 3 clusters Score -3530650 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -3532295.750000 Penalty: 5100.801758
	Iteration 7F: 3 clusters Score -3532296 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -3534167.000000 Penalty: 5100.801758
	Iteration 8F: 3 clusters Score -3534167 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -3535847.250000 Penalty: 5100.801758
	Iteration 9F: 3 clusters Score -3535847 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -3536855.000000 Penalty: 5100.801758
	Iteration 10Q: 3 clusters Score -3536855 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -3537474.750000 Penalty: 5100.801758
	Iteration 11Q: 3 clusters Score -3537475 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -3537779.000000 Penalty: 5100.801758
	Iteration 12Q: 3 clusters Score -3537779 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -3537968.750000 Penalty: 5100.801758
	Iteration 13Q: 3 clusters Score -3537969 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -3538120.750000 Penalty: 5100.801758
	Iteration 14Q: 3 clusters Score -3538121 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -3538241.000000 Penalty: 5100.801758
	Iteration 15Q: 3 clusters Score -3538241 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -3538329.250000 Penalty: 5100.801758
	Iteration 16Q: 3 clusters Score -3538329 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -3538395.500000 Penalty: 5100.801758
	Iteration 17Q: 3 clusters Score -3538396 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -3538453.000000 Penalty: 5100.801758
	Iteration 18Q: 3 clusters Score -3538453 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -3538489.250000 Penalty: 5100.801758
	Iteration 19Q: 3 clusters Score -3538489 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -3538518.500000 Penalty: 5100.801758
	Iteration 20F: 3 clusters Score -3538518 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -3538539.000000 Penalty: 5100.801758
	Iteration 21Q: 3 clusters Score -3538539 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -3538558.250000 Penalty: 5100.801758
	Iteration 22Q: 3 clusters Score -3538558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -3538579.250000 Penalty: 5100.801758
	Iteration 23Q: 3 clusters Score -3538579 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -3538592.500000 Penalty: 5100.801758
	Iteration 24Q: 3 clusters Score -3538592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -3538611.250000 Penalty: 5100.801758
	Iteration 25Q: 3 clusters Score -3538611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -3538613.250000 Penalty: 5100.801758
	Iteration 26Q: 3 clusters Score -3538613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -3538631.500000 Penalty: 5100.801758
	Iteration 27Q: 3 clusters Score -3538632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -3538642.250000 Penalty: 5100.801758
	Iteration 28Q: 3 clusters Score -3538642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -3538648.000000 Penalty: 5100.801758
	Iteration 29Q: 3 clusters Score -3538648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -3538646.750000 Penalty: 5100.801758
	Iteration 30Q: 3 clusters Score -3538647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -3538652.000000 Penalty: 5100.801758
	Iteration 31Q: 3 clusters Score -3538652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -3538657.000000 Penalty: 5100.801758
	Iteration 32Q: 3 clusters Score -3538657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -3538665.750000 Penalty: 5100.801758
	Iteration 33Q: 3 clusters Score -3538666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -3538667.750000 Penalty: 5100.801758
	Iteration 34Q: 3 clusters Score -3538668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -3538671.750000 Penalty: 5100.801758
	Iteration 35Q: 3 clusters Score -3538672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -3538676.250000 Penalty: 5100.801758
	Iteration 36Q: 3 clusters Score -3538676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -3538680.500000 Penalty: 5100.801758
	Iteration 37Q: 3 clusters Score -3538680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -3538686.000000 Penalty: 5100.801758
	Iteration 38Q: 3 clusters Score -3538686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -3538683.750000 Penalty: 5100.801758
	Iteration 39Q: 3 clusters Score -3538684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -3538684.500000 Penalty: 5100.801758
	Iteration 40F: 3 clusters Score -3538684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -3538688.250000 Penalty: 5100.801758
	Iteration 41Q: 3 clusters Score -3538688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -3538681.500000 Penalty: 5100.801758
	Iteration 42Q: 3 clusters Score -3538682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -3538688.250000 Penalty: 5100.801758
	Iteration 43Q: 3 clusters Score -3538688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -3538689.750000 Penalty: 5100.801758
	Iteration 44Q: 3 clusters Score -3538690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -3538686.250000 Penalty: 5100.801758
	Iteration 45Q: 3 clusters Score -3538686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -3538690.500000 Penalty: 5100.801758
	Iteration 46Q: 3 clusters Score -3538690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -3538692.250000 Penalty: 5100.801758
	Iteration 47Q: 3 clusters Score -3538692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -3538697.750000 Penalty: 5100.801758
	Iteration 48Q: 3 clusters Score -3538698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -3538696.000000 Penalty: 5100.801758
	Iteration 49Q: 3 clusters Score -3538696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -3538693.000000 Penalty: 5100.801758
	Iteration 50Q: 3 clusters Score -3538693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -3538698.750000 Penalty: 5100.801758
	Iteration 51Q: 3 clusters Score -3538699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -3538701.250000 Penalty: 5100.801758
	Iteration 52Q: 3 clusters Score -3538701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -3538704.750000 Penalty: 5100.801758
	Iteration 53Q: 3 clusters Score -3538705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -3538707.000000 Penalty: 5100.801758
	Iteration 54Q: 3 clusters Score -3538707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -3538709.000000 Penalty: 5100.801758
	Iteration 55Q: 3 clusters Score -3538709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -3538709.250000 Penalty: 5100.801758
	Iteration 56Q: 3 clusters Score -3538709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -3538712.500000 Penalty: 5100.801758
	Iteration 57Q: 3 clusters Score -3538712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -3538712.500000 Penalty: 5100.801758
	Iteration 58F: 3 clusters Score -3538712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Entering Unmasked Estep 
Score: -2596132.750000 Penalty: 2473.457520
	Iteration 0F: 2 clusters Score -2596133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2581049.000000 Penalty: 4946.915039
	Iteration 0F: 3 clusters Score -2581049 nChanged 9540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2586152.000000 Penalty: 4946.915039
	Iteration 1F: 3 clusters Score -2586152 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2586557.250000 Penalty: 4946.915039
	Iteration 2F: 3 clusters Score -2586557 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2586877.250000 Penalty: 4946.915039
	Iteration 3Q: 3 clusters Score -2586877 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2587137.500000 Penalty: 4946.915039
	Iteration 4Q: 3 clusters Score -2587138 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2587369.500000 Penalty: 4946.915039
	Iteration 5Q: 3 clusters Score -2587370 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2587657.000000 Penalty: 4946.915039
	Iteration 6Q: 3 clusters Score -2587657 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2587959.500000 Penalty: 4946.915039
	Iteration 7Q: 3 clusters Score -2587960 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2588390.000000 Penalty: 4946.915039
	Iteration 8Q: 3 clusters Score -2588390 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2588961.750000 Penalty: 4946.915039
	Iteration 9Q: 3 clusters Score -2588962 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2589701.750000 Penalty: 4946.915039
	Iteration 10F: 3 clusters Score -2589702 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2590520.750000 Penalty: 4946.915039
	Iteration 11F: 3 clusters Score -2590521 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2591344.000000 Penalty: 4946.915039
	Iteration 12F: 3 clusters Score -2591344 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2592038.500000 Penalty: 4946.915039
	Iteration 13Q: 3 clusters Score -2592038 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2592524.000000 Penalty: 4946.915039
	Iteration 14Q: 3 clusters Score -2592524 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2592881.250000 Penalty: 4946.915039
	Iteration 15Q: 3 clusters Score -2592881 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2593164.750000 Penalty: 4946.915039
	Iteration 16Q: 3 clusters Score -2593165 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2593377.250000 Penalty: 4946.915039
	Iteration 17Q: 3 clusters Score -2593377 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2593570.750000 Penalty: 4946.915039
	Iteration 18Q: 3 clusters Score -2593571 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2593706.250000 Penalty: 4946.915039
	Iteration 19Q: 3 clusters Score -2593706 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2593814.000000 Penalty: 4946.915039
	Iteration 20F: 3 clusters Score -2593814 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2593903.500000 Penalty: 4946.915039
	Iteration 21Q: 3 clusters Score -2593904 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2593973.750000 Penalty: 4946.915039
	Iteration 22Q: 3 clusters Score -2593974 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2594028.000000 Penalty: 4946.915039
	Iteration 23Q: 3 clusters Score -2594028 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2594063.750000 Penalty: 4946.915039
	Iteration 24Q: 3 clusters Score -2594064 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2594089.500000 Penalty: 4946.915039
	Iteration 25Q: 3 clusters Score -2594090 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2594115.000000 Penalty: 4946.915039
	Iteration 26Q: 3 clusters Score -2594115 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2594126.500000 Penalty: 4946.915039
	Iteration 27Q: 3 clusters Score -2594126 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2594141.750000 Penalty: 4946.915039
	Iteration 28Q: 3 clusters Score -2594142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2594156.500000 Penalty: 4946.915039
	Iteration 29Q: 3 clusters Score -2594156 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2594171.500000 Penalty: 4946.915039
	Iteration 30Q: 3 clusters Score -2594172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2594184.250000 Penalty: 4946.915039
	Iteration 31Q: 3 clusters Score -2594184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2594188.750000 Penalty: 4946.915039
	Iteration 32Q: 3 clusters Score -2594189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2594201.250000 Penalty: 4946.915039
	Iteration 33Q: 3 clusters Score -2594201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2594206.750000 Penalty: 4946.915039
	Iteration 34Q: 3 clusters Score -2594207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2594205.750000 Penalty: 4946.915039
	Iteration 35Q: 3 clusters Score -2594206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2594206.250000 Penalty: 4946.915039
	Iteration 36Q: 3 clusters Score -2594206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2594211.000000 Penalty: 4946.915039
	Iteration 37Q: 3 clusters Score -2594211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2594211.500000 Penalty: 4946.915039
	Iteration 38Q: 3 clusters Score -2594212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2594210.000000 Penalty: 4946.915039
	Iteration 39Q: 3 clusters Score -2594210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2594212.250000 Penalty: 4946.915039
	Iteration 40F: 3 clusters Score -2594212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2594219.500000 Penalty: 4946.915039
	Iteration 41Q: 3 clusters Score -2594220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2594217.000000 Penalty: 4946.915039
	Iteration 42Q: 3 clusters Score -2594217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2594215.000000 Penalty: 4946.915039
	Iteration 43Q: 3 clusters Score -2594215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2594214.500000 Penalty: 4946.915039
	Iteration 44Q: 3 clusters Score -2594214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2594215.750000 Penalty: 4946.915039
	Iteration 45Q: 3 clusters Score -2594216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2594220.000000 Penalty: 4946.915039
	Iteration 46Q: 3 clusters Score -2594220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2594219.500000 Penalty: 4946.915039
	Iteration 47Q: 3 clusters Score -2594220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2594219.500000 Penalty: 4946.915039
	Iteration 48F: 3 clusters Score -2594220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Entering Unmasked Estep 
Score: -204164.703125 Penalty: 1847.186768
	Iteration 0F: 2 clusters Score -204164.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -201736.156250 Penalty: 3694.373535
	Iteration 0F: 3 clusters Score -201736.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -202136.437500 Penalty: 3694.373535
	Iteration 1F: 3 clusters Score -202136.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -202271.390625 Penalty: 3694.373535
	Iteration 2F: 3 clusters Score -202271.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -202343.328125 Penalty: 3694.373535
	Iteration 3F: 3 clusters Score -202343.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -202382.109375 Penalty: 3694.373535
	Iteration 4Q: 3 clusters Score -202382.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -202407.265625 Penalty: 3694.373535
	Iteration 5Q: 3 clusters Score -202407.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -202420.156250 Penalty: 3694.373535
	Iteration 6Q: 3 clusters Score -202420.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -202423.531250 Penalty: 3694.373535
	Iteration 7Q: 3 clusters Score -202423.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -202426.359375 Penalty: 3694.373535
	Iteration 8Q: 3 clusters Score -202426.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -202430.484375 Penalty: 3694.373535
	Iteration 9Q: 3 clusters Score -202430.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -202437.375000 Penalty: 3694.373535
	Iteration 10Q: 3 clusters Score -202437.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -202441.656250 Penalty: 3694.373535
	Iteration 11Q: 3 clusters Score -202441.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -202443.687500 Penalty: 3694.373535
	Iteration 12Q: 3 clusters Score -202443.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -202444.187500 Penalty: 3694.373535
	Iteration 13Q: 3 clusters Score -202444.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -202444.187500 Penalty: 3694.373535
	Iteration 14F: 3 clusters Score -202444.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (89845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89845 members 
Entering Unmasked Estep 
Score: -10768173.000000 Penalty: 2828.648438
	Iteration 0F: 2 clusters Score -1.076817e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -10708128.000000 Penalty: 5657.296875
	Iteration 0F: 3 clusters Score -1.070813e+07 nChanged 42429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -10732431.000000 Penalty: 5657.296875
	Iteration 1F: 3 clusters Score -1.073243e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -10733165.000000 Penalty: 5657.296875
	Iteration 2Q: 3 clusters Score -1.073316e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -10734027.000000 Penalty: 5657.296875
	Iteration 3Q: 3 clusters Score -1.073403e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -10734984.000000 Penalty: 5657.296875
	Iteration 4Q: 3 clusters Score -1.073498e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -10736132.000000 Penalty: 5657.296875
	Iteration 5Q: 3 clusters Score -1.073613e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -10737728.000000 Penalty: 5657.296875
	Iteration 6Q: 3 clusters Score -1.073773e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -10739981.000000 Penalty: 5657.296875
	Iteration 7Q: 3 clusters Score -1.073998e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -10742801.000000 Penalty: 5657.296875
	Iteration 8Q: 3 clusters Score -1.07428e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -10746047.000000 Penalty: 5657.296875
	Iteration 9F: 3 clusters Score -1.074605e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 59621 members 
Entering Unmasked Estep 
Score: -10749081.000000 Penalty: 5657.296875
	Iteration 10F: 3 clusters Score -1.074908e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
Score: -10751715.000000 Penalty: 5657.296875
	Iteration 11Q: 3 clusters Score -1.075172e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 64082 members 
Entering Unmasked Estep 
Score: -10753615.000000 Penalty: 5657.296875
	Iteration 12Q: 3 clusters Score -1.075362e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 65950 members 
Entering Unmasked Estep 
Score: -10754992.000000 Penalty: 5657.296875
	Iteration 13Q: 3 clusters Score -1.075499e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 67758 members 
Entering Unmasked Estep 
Score: -10755969.000000 Penalty: 5657.296875
	Iteration 14Q: 3 clusters Score -1.075597e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 69475 members 
Entering Unmasked Estep 
Score: -10756665.000000 Penalty: 5657.296875
	Iteration 15Q: 3 clusters Score -1.075666e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 71155 members 
Entering Unmasked Estep 
Score: -10757350.000000 Penalty: 5657.296875
	Iteration 16Q: 3 clusters Score -1.075735e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 72822 members 
Entering Unmasked Estep 
Score: -10758024.000000 Penalty: 5657.296875
	Iteration 17Q: 3 clusters Score -1.075802e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 74519 members 
Entering Unmasked Estep 
Score: -10758700.000000 Penalty: 5657.296875
	Iteration 18Q: 3 clusters Score -1.07587e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 76143 members 
Entering Unmasked Estep 
Score: -10759267.000000 Penalty: 5657.296875
	Iteration 19Q: 3 clusters Score -1.075927e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 77791 members 
Entering Unmasked Estep 
Score: -10760054.000000 Penalty: 5657.296875
	Iteration 20F: 3 clusters Score -1.076005e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 79439 members 
Entering Unmasked Estep 
Score: -10760885.000000 Penalty: 5657.296875
	Iteration 21Q: 3 clusters Score -1.076088e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 81076 members 
Entering Unmasked Estep 
Score: -10761763.000000 Penalty: 5657.296875
	Iteration 22Q: 3 clusters Score -1.076176e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 82631 members 
Entering Unmasked Estep 
Score: -10762591.000000 Penalty: 5657.296875
	Iteration 23Q: 3 clusters Score -1.076259e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 83992 members 
Entering Unmasked Estep 
Score: -10763310.000000 Penalty: 5657.296875
	Iteration 24Q: 3 clusters Score -1.076331e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 85131 members 
Entering Unmasked Estep 
Score: -10763900.000000 Penalty: 5657.296875
	Iteration 25Q: 3 clusters Score -1.07639e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 86043 members 
Entering Unmasked Estep 
Score: -10764280.000000 Penalty: 5657.296875
	Iteration 26Q: 3 clusters Score -1.076428e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 86732 members 
Entering Unmasked Estep 
Score: -10764665.000000 Penalty: 5657.296875
	Iteration 27Q: 3 clusters Score -1.076466e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 87287 members 
Entering Unmasked Estep 
Score: -10764922.000000 Penalty: 5657.296875
	Iteration 28Q: 3 clusters Score -1.076492e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 87674 members 
Entering Unmasked Estep 
Score: -10765091.000000 Penalty: 5657.296875
	Iteration 29Q: 3 clusters Score -1.076509e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 87972 members 
Entering Unmasked Estep 
Score: -10765251.000000 Penalty: 5657.296875
	Iteration 30Q: 3 clusters Score -1.076525e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 88174 members 
Entering Unmasked Estep 
Score: -10765345.000000 Penalty: 5657.296875
	Iteration 31Q: 3 clusters Score -1.076534e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 88334 members 
Entering Unmasked Estep 
Score: -10765420.000000 Penalty: 5657.296875
	Iteration 32Q: 3 clusters Score -1.076542e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 88445 members 
Entering Unmasked Estep 
Score: -10765497.000000 Penalty: 5657.296875
	Iteration 33Q: 3 clusters Score -1.07655e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 88535 members 
Entering Unmasked Estep 
Score: -10765534.000000 Penalty: 5657.296875
	Iteration 34Q: 3 clusters Score -1.076553e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 88625 members 
Entering Unmasked Estep 
Score: -10765593.000000 Penalty: 5657.296875
	Iteration 35Q: 3 clusters Score -1.076559e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 88685 members 
Entering Unmasked Estep 
Score: -10765637.000000 Penalty: 5657.296875
	Iteration 36Q: 3 clusters Score -1.076564e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 88729 members 
Entering Unmasked Estep 
Score: -10765664.000000 Penalty: 5657.296875
	Iteration 37Q: 3 clusters Score -1.076566e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 88763 members 
Entering Unmasked Estep 
Score: -10765673.000000 Penalty: 5657.296875
	Iteration 38Q: 3 clusters Score -1.076567e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 88791 members 
Entering Unmasked Estep 
Score: -10765702.000000 Penalty: 5657.296875
	Iteration 39Q: 3 clusters Score -1.07657e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 88823 members 
Entering Unmasked Estep 
Score: -10765710.000000 Penalty: 5657.296875
	Iteration 40F: 3 clusters Score -1.076571e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 88844 members 
Entering Unmasked Estep 
Score: -10765709.000000 Penalty: 5657.296875
	Iteration 41Q: 3 clusters Score -1.076571e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 88855 members 
Entering Unmasked Estep 
Score: -10765719.000000 Penalty: 5657.296875
	Iteration 42Q: 3 clusters Score -1.076572e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 88868 members 
Entering Unmasked Estep 
Score: -10765737.000000 Penalty: 5657.296875
	Iteration 43Q: 3 clusters Score -1.076574e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 88883 members 
Entering Unmasked Estep 
Score: -10765763.000000 Penalty: 5657.296875
	Iteration 44Q: 3 clusters Score -1.076576e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 88892 members 
Entering Unmasked Estep 
Score: -10765775.000000 Penalty: 5657.296875
	Iteration 45Q: 3 clusters Score -1.076578e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 88904 members 
Entering Unmasked Estep 
Score: -10765768.000000 Penalty: 5657.296875
	Iteration 46Q: 3 clusters Score -1.076577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 88912 members 
Entering Unmasked Estep 
Score: -10765771.000000 Penalty: 5657.296875
	Iteration 47Q: 3 clusters Score -1.076577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 88922 members 
Entering Unmasked Estep 
Score: -10765779.000000 Penalty: 5657.296875
	Iteration 48Q: 3 clusters Score -1.076578e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 88935 members 
Entering Unmasked Estep 
Score: -10765776.000000 Penalty: 5657.296875
	Iteration 49Q: 3 clusters Score -1.076578e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 88950 members 
Entering Unmasked Estep 
Score: -10765773.000000 Penalty: 5657.296875
	Iteration 50Q: 3 clusters Score -1.076577e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 88955 members 
Entering Unmasked Estep 
Score: -10765786.000000 Penalty: 5657.296875
	Iteration 51Q: 3 clusters Score -1.076579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 88963 members 
Entering Unmasked Estep 
Score: -10765794.000000 Penalty: 5657.296875
	Iteration 52Q: 3 clusters Score -1.076579e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 88973 members 
Entering Unmasked Estep 
Score: -10765795.000000 Penalty: 5657.296875
	Iteration 53Q: 3 clusters Score -1.07658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 88980 members 
Entering Unmasked Estep 
Score: -10765801.000000 Penalty: 5657.296875
	Iteration 54Q: 3 clusters Score -1.07658e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 88987 members 
Entering Unmasked Estep 
Score: -10765809.000000 Penalty: 5657.296875
	Iteration 55Q: 3 clusters Score -1.076581e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 88999 members 
Entering Unmasked Estep 
Score: -10765821.000000 Penalty: 5657.296875
	Iteration 56Q: 3 clusters Score -1.076582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 89002 members 
Entering Unmasked Estep 
Score: -10765810.000000 Penalty: 5657.296875
	Iteration 57Q: 3 clusters Score -1.076581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 89005 members 
Entering Unmasked Estep 
Score: -10765815.000000 Penalty: 5657.296875
	Iteration 58Q: 3 clusters Score -1.076582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 89007 members 
Entering Unmasked Estep 
Score: -10765816.000000 Penalty: 5657.296875
	Iteration 59Q: 3 clusters Score -1.076582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 89008 members 
Entering Unmasked Estep 
Score: -10765819.000000 Penalty: 5657.296875
	Iteration 60F: 3 clusters Score -1.076582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 89007 members 
Entering Unmasked Estep 
Score: -10765822.000000 Penalty: 5657.296875
	Iteration 61Q: 3 clusters Score -1.076582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 89007 members 
Entering Unmasked Estep 
Score: -10765822.000000 Penalty: 5657.296875
	Iteration 62F: 3 clusters Score -1.076582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Entering Unmasked Estep 
Score: -680679.937500 Penalty: 2144.236328
	Iteration 0F: 2 clusters Score -680679.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -675691.562500 Penalty: 4288.472656
	Iteration 0F: 3 clusters Score -675691.6 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -676925.500000 Penalty: 4288.472656
	Iteration 1F: 3 clusters Score -676925.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -677168.437500 Penalty: 4288.472656
	Iteration 2F: 3 clusters Score -677168.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -677325.000000 Penalty: 4288.472656
	Iteration 3F: 3 clusters Score -677325 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -677429.187500 Penalty: 4288.472656
	Iteration 4Q: 3 clusters Score -677429.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -677515.187500 Penalty: 4288.472656
	Iteration 5Q: 3 clusters Score -677515.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -677589.312500 Penalty: 4288.472656
	Iteration 6Q: 3 clusters Score -677589.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -677659.312500 Penalty: 4288.472656
	Iteration 7Q: 3 clusters Score -677659.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -677719.375000 Penalty: 4288.472656
	Iteration 8Q: 3 clusters Score -677719.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -677771.875000 Penalty: 4288.472656
	Iteration 9Q: 3 clusters Score -677771.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -677838.187500 Penalty: 4288.472656
	Iteration 10Q: 3 clusters Score -677838.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -677908.312500 Penalty: 4288.472656
	Iteration 11Q: 3 clusters Score -677908.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -678014.375000 Penalty: 4288.472656
	Iteration 12Q: 3 clusters Score -678014.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -678121.375000 Penalty: 4288.472656
	Iteration 13Q: 3 clusters Score -678121.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -678200.437500 Penalty: 4288.472656
	Iteration 14Q: 3 clusters Score -678200.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -678282.000000 Penalty: 4288.472656
	Iteration 15Q: 3 clusters Score -678282 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -678376.625000 Penalty: 4288.472656
	Iteration 16Q: 3 clusters Score -678376.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -678469.937500 Penalty: 4288.472656
	Iteration 17Q: 3 clusters Score -678469.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -678559.375000 Penalty: 4288.472656
	Iteration 18Q: 3 clusters Score -678559.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -678625.187500 Penalty: 4288.472656
	Iteration 19Q: 3 clusters Score -678625.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -678680.625000 Penalty: 4288.472656
	Iteration 20F: 3 clusters Score -678680.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -678727.625000 Penalty: 4288.472656
	Iteration 21Q: 3 clusters Score -678727.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -678764.375000 Penalty: 4288.472656
	Iteration 22Q: 3 clusters Score -678764.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -678791.250000 Penalty: 4288.472656
	Iteration 23Q: 3 clusters Score -678791.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -678816.625000 Penalty: 4288.472656
	Iteration 24Q: 3 clusters Score -678816.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -678835.250000 Penalty: 4288.472656
	Iteration 25Q: 3 clusters Score -678835.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -678858.500000 Penalty: 4288.472656
	Iteration 26Q: 3 clusters Score -678858.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -678876.500000 Penalty: 4288.472656
	Iteration 27Q: 3 clusters Score -678876.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -678894.437500 Penalty: 4288.472656
	Iteration 28Q: 3 clusters Score -678894.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -678905.562500 Penalty: 4288.472656
	Iteration 29Q: 3 clusters Score -678905.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -678914.250000 Penalty: 4288.472656
	Iteration 30Q: 3 clusters Score -678914.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -678921.437500 Penalty: 4288.472656
	Iteration 31Q: 3 clusters Score -678921.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -678925.250000 Penalty: 4288.472656
	Iteration 32Q: 3 clusters Score -678925.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -678927.437500 Penalty: 4288.472656
	Iteration 33Q: 3 clusters Score -678927.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -678931.750000 Penalty: 4288.472656
	Iteration 34Q: 3 clusters Score -678931.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -678936.125000 Penalty: 4288.472656
	Iteration 35Q: 3 clusters Score -678936.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -678937.937500 Penalty: 4288.472656
	Iteration 36Q: 3 clusters Score -678937.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -678938.937500 Penalty: 4288.472656
	Iteration 37Q: 3 clusters Score -678938.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -678938.937500 Penalty: 4288.472656
	Iteration 38F: 3 clusters Score -678938.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Entering Unmasked Estep 
Score: -546422.187500 Penalty: 2087.672852
	Iteration 0F: 2 clusters Score -546422.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -542207.000000 Penalty: 4175.345703
	Iteration 0F: 3 clusters Score -542207 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -543260.750000 Penalty: 4175.345703
	Iteration 1F: 3 clusters Score -543260.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -543529.750000 Penalty: 4175.345703
	Iteration 2F: 3 clusters Score -543529.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -543768.812500 Penalty: 4175.345703
	Iteration 3F: 3 clusters Score -543768.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -543971.500000 Penalty: 4175.345703
	Iteration 4F: 3 clusters Score -543971.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -544171.312500 Penalty: 4175.345703
	Iteration 5Q: 3 clusters Score -544171.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -544369.562500 Penalty: 4175.345703
	Iteration 6F: 3 clusters Score -544369.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -544572.500000 Penalty: 4175.345703
	Iteration 7F: 3 clusters Score -544572.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -544743.687500 Penalty: 4175.345703
	Iteration 8Q: 3 clusters Score -544743.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -544907.187500 Penalty: 4175.345703
	Iteration 9Q: 3 clusters Score -544907.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -545052.125000 Penalty: 4175.345703
	Iteration 10Q: 3 clusters Score -545052.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -545175.812500 Penalty: 4175.345703
	Iteration 11Q: 3 clusters Score -545175.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -545257.937500 Penalty: 4175.345703
	Iteration 12Q: 3 clusters Score -545257.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -545322.625000 Penalty: 4175.345703
	Iteration 13Q: 3 clusters Score -545322.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -545361.562500 Penalty: 4175.345703
	Iteration 14Q: 3 clusters Score -545361.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -545398.187500 Penalty: 4175.345703
	Iteration 15Q: 3 clusters Score -545398.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -545435.312500 Penalty: 4175.345703
	Iteration 16Q: 3 clusters Score -545435.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -545463.562500 Penalty: 4175.345703
	Iteration 17Q: 3 clusters Score -545463.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -545485.625000 Penalty: 4175.345703
	Iteration 18Q: 3 clusters Score -545485.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -545497.312500 Penalty: 4175.345703
	Iteration 19Q: 3 clusters Score -545497.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -545508.250000 Penalty: 4175.345703
	Iteration 20F: 3 clusters Score -545508.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -545518.937500 Penalty: 4175.345703
	Iteration 21Q: 3 clusters Score -545518.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -545526.500000 Penalty: 4175.345703
	Iteration 22Q: 3 clusters Score -545526.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -545536.000000 Penalty: 4175.345703
	Iteration 23Q: 3 clusters Score -545536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -545545.437500 Penalty: 4175.345703
	Iteration 24Q: 3 clusters Score -545545.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -545554.187500 Penalty: 4175.345703
	Iteration 25Q: 3 clusters Score -545554.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -545562.500000 Penalty: 4175.345703
	Iteration 26Q: 3 clusters Score -545562.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -545569.125000 Penalty: 4175.345703
	Iteration 27Q: 3 clusters Score -545569.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -545576.437500 Penalty: 4175.345703
	Iteration 28Q: 3 clusters Score -545576.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -545580.250000 Penalty: 4175.345703
	Iteration 29Q: 3 clusters Score -545580.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -545583.000000 Penalty: 4175.345703
	Iteration 30Q: 3 clusters Score -545583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -545587.125000 Penalty: 4175.345703
	Iteration 31Q: 3 clusters Score -545587.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -545590.500000 Penalty: 4175.345703
	Iteration 32Q: 3 clusters Score -545590.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -545597.812500 Penalty: 4175.345703
	Iteration 33Q: 3 clusters Score -545597.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -545605.750000 Penalty: 4175.345703
	Iteration 34Q: 3 clusters Score -545605.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -545613.250000 Penalty: 4175.345703
	Iteration 35Q: 3 clusters Score -545613.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -545616.562500 Penalty: 4175.345703
	Iteration 36Q: 3 clusters Score -545616.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -545620.000000 Penalty: 4175.345703
	Iteration 37Q: 3 clusters Score -545620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -545621.000000 Penalty: 4175.345703
	Iteration 38Q: 3 clusters Score -545621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -545621.500000 Penalty: 4175.345703
	Iteration 39Q: 3 clusters Score -545621.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -545622.187500 Penalty: 4175.345703
	Iteration 40F: 3 clusters Score -545622.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -51868.167969 Penalty: 1556.140991
	Iteration 0F: 2 clusters Score -51868.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50456.398438 Penalty: 3112.281982
	Iteration 0F: 3 clusters Score -50456.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50844.335938 Penalty: 3112.281982
	Iteration 1F: 3 clusters Score -50844.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50964.332031 Penalty: 3112.281982
	Iteration 2F: 3 clusters Score -50964.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -51059.789062 Penalty: 3112.281982
	Iteration 3Q: 3 clusters Score -51059.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -51136.187500 Penalty: 3112.281982
	Iteration 4Q: 3 clusters Score -51136.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51226.300781 Penalty: 3112.281982
	Iteration 5Q: 3 clusters Score -51226.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51255.386719 Penalty: 3112.281982
	Iteration 6Q: 3 clusters Score -51255.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51275.445312 Penalty: 3112.281982
	Iteration 7Q: 3 clusters Score -51275.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51292.144531 Penalty: 3112.281982
	Iteration 8Q: 3 clusters Score -51292.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51300.128906 Penalty: 3112.281982
	Iteration 9Q: 3 clusters Score -51300.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51310.863281 Penalty: 3112.281982
	Iteration 10Q: 3 clusters Score -51310.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51331.878906 Penalty: 3112.281982
	Iteration 11Q: 3 clusters Score -51331.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -51371.210938 Penalty: 3112.281982
	Iteration 12Q: 3 clusters Score -51371.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -51390.468750 Penalty: 3112.281982
	Iteration 13Q: 3 clusters Score -51390.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -51416.710938 Penalty: 3112.281982
	Iteration 14Q: 3 clusters Score -51416.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -51447.140625 Penalty: 3112.281982
	Iteration 15Q: 3 clusters Score -51447.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -51460.718750 Penalty: 3112.281982
	Iteration 16Q: 3 clusters Score -51460.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -51476.292969 Penalty: 3112.281982
	Iteration 17Q: 3 clusters Score -51476.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -51476.292969 Penalty: 3112.281982
	Iteration 18F: 3 clusters Score -51476.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Entering Unmasked Estep 
Score: -584639.062500 Penalty: 2121.608887
	Iteration 0F: 2 clusters Score -584639.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -580000.812500 Penalty: 4243.217773
	Iteration 0F: 3 clusters Score -580000.8 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -581070.625000 Penalty: 4243.217773
	Iteration 1F: 3 clusters Score -581070.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -581262.937500 Penalty: 4243.217773
	Iteration 2F: 3 clusters Score -581262.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -581397.437500 Penalty: 4243.217773
	Iteration 3Q: 3 clusters Score -581397.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -581490.375000 Penalty: 4243.217773
	Iteration 4Q: 3 clusters Score -581490.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -581564.625000 Penalty: 4243.217773
	Iteration 5Q: 3 clusters Score -581564.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -581632.312500 Penalty: 4243.217773
	Iteration 6Q: 3 clusters Score -581632.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -581687.562500 Penalty: 4243.217773
	Iteration 7Q: 3 clusters Score -581687.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -581732.125000 Penalty: 4243.217773
	Iteration 8Q: 3 clusters Score -581732.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -581791.500000 Penalty: 4243.217773
	Iteration 9Q: 3 clusters Score -581791.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -581844.687500 Penalty: 4243.217773
	Iteration 10Q: 3 clusters Score -581844.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -581885.937500 Penalty: 4243.217773
	Iteration 11Q: 3 clusters Score -581885.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -581929.312500 Penalty: 4243.217773
	Iteration 12Q: 3 clusters Score -581929.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -581967.125000 Penalty: 4243.217773
	Iteration 13Q: 3 clusters Score -581967.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -582003.250000 Penalty: 4243.217773
	Iteration 14Q: 3 clusters Score -582003.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -582034.500000 Penalty: 4243.217773
	Iteration 15Q: 3 clusters Score -582034.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -582065.187500 Penalty: 4243.217773
	Iteration 16Q: 3 clusters Score -582065.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -582088.375000 Penalty: 4243.217773
	Iteration 17Q: 3 clusters Score -582088.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -582107.875000 Penalty: 4243.217773
	Iteration 18Q: 3 clusters Score -582107.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -582131.250000 Penalty: 4243.217773
	Iteration 19Q: 3 clusters Score -582131.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -582150.625000 Penalty: 4243.217773
	Iteration 20F: 3 clusters Score -582150.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -582176.687500 Penalty: 4243.217773
	Iteration 21Q: 3 clusters Score -582176.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -582202.875000 Penalty: 4243.217773
	Iteration 22Q: 3 clusters Score -582202.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -582231.125000 Penalty: 4243.217773
	Iteration 23Q: 3 clusters Score -582231.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -582255.437500 Penalty: 4243.217773
	Iteration 24Q: 3 clusters Score -582255.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -582276.125000 Penalty: 4243.217773
	Iteration 25Q: 3 clusters Score -582276.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -582290.625000 Penalty: 4243.217773
	Iteration 26Q: 3 clusters Score -582290.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -582303.500000 Penalty: 4243.217773
	Iteration 27Q: 3 clusters Score -582303.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -582321.875000 Penalty: 4243.217773
	Iteration 28Q: 3 clusters Score -582321.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -582337.687500 Penalty: 4243.217773
	Iteration 29Q: 3 clusters Score -582337.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -582352.812500 Penalty: 4243.217773
	Iteration 30Q: 3 clusters Score -582352.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -582368.937500 Penalty: 4243.217773
	Iteration 31Q: 3 clusters Score -582368.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -582382.375000 Penalty: 4243.217773
	Iteration 32Q: 3 clusters Score -582382.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -582395.500000 Penalty: 4243.217773
	Iteration 33Q: 3 clusters Score -582395.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -582408.500000 Penalty: 4243.217773
	Iteration 34Q: 3 clusters Score -582408.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -582416.375000 Penalty: 4243.217773
	Iteration 35Q: 3 clusters Score -582416.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -582421.125000 Penalty: 4243.217773
	Iteration 36Q: 3 clusters Score -582421.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -582425.625000 Penalty: 4243.217773
	Iteration 37Q: 3 clusters Score -582425.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -582428.125000 Penalty: 4243.217773
	Iteration 38Q: 3 clusters Score -582428.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -582431.250000 Penalty: 4243.217773
	Iteration 39Q: 3 clusters Score -582431.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -582433.500000 Penalty: 4243.217773
	Iteration 40F: 3 clusters Score -582433.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -582434.750000 Penalty: 4243.217773
	Iteration 41Q: 3 clusters Score -582434.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -582434.875000 Penalty: 4243.217773
	Iteration 42Q: 3 clusters Score -582434.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -582439.062500 Penalty: 4243.217773
	Iteration 43Q: 3 clusters Score -582439.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -582441.687500 Penalty: 4243.217773
	Iteration 44Q: 3 clusters Score -582441.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -582445.000000 Penalty: 4243.217773
	Iteration 45Q: 3 clusters Score -582445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -582447.625000 Penalty: 4243.217773
	Iteration 46Q: 3 clusters Score -582447.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -582449.625000 Penalty: 4243.217773
	Iteration 47Q: 3 clusters Score -582449.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -582450.625000 Penalty: 4243.217773
	Iteration 48Q: 3 clusters Score -582450.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -582450.562500 Penalty: 4243.217773
	Iteration 49Q: 3 clusters Score -582450.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -582450.937500 Penalty: 4243.217773
	Iteration 50Q: 3 clusters Score -582450.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -582454.937500 Penalty: 4243.217773
	Iteration 51Q: 3 clusters Score -582454.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -582456.750000 Penalty: 4243.217773
	Iteration 52Q: 3 clusters Score -582456.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -582459.500000 Penalty: 4243.217773
	Iteration 53Q: 3 clusters Score -582459.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -582461.875000 Penalty: 4243.217773
	Iteration 54Q: 3 clusters Score -582461.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -582465.562500 Penalty: 4243.217773
	Iteration 55Q: 3 clusters Score -582465.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -582467.437500 Penalty: 4243.217773
	Iteration 56Q: 3 clusters Score -582467.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -582471.000000 Penalty: 4243.217773
	Iteration 57Q: 3 clusters Score -582471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -582471.312500 Penalty: 4243.217773
	Iteration 58Q: 3 clusters Score -582471.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -582471.500000 Penalty: 4243.217773
	Iteration 59Q: 3 clusters Score -582471.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -582472.187500 Penalty: 4243.217773
	Iteration 60F: 3 clusters Score -582472.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Entering Unmasked Estep 
Score: -101099.648438 Penalty: 1694.591797
	Iteration 0F: 2 clusters Score -101099.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -99221.835938 Penalty: 3389.183594
	Iteration 0F: 3 clusters Score -99221.84 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -99481.328125 Penalty: 3389.183594
	Iteration 1F: 3 clusters Score -99481.33 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -99564.281250 Penalty: 3389.183594
	Iteration 2F: 3 clusters Score -99564.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -99597.570312 Penalty: 3389.183594
	Iteration 3Q: 3 clusters Score -99597.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -99606.804688 Penalty: 3389.183594
	Iteration 4Q: 3 clusters Score -99606.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -99613.843750 Penalty: 3389.183594
	Iteration 5Q: 3 clusters Score -99613.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -99620.531250 Penalty: 3389.183594
	Iteration 6Q: 3 clusters Score -99620.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -99630.375000 Penalty: 3389.183594
	Iteration 7Q: 3 clusters Score -99630.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -99637.656250 Penalty: 3389.183594
	Iteration 8Q: 3 clusters Score -99637.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -99643.414062 Penalty: 3389.183594
	Iteration 9Q: 3 clusters Score -99643.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -99646.312500 Penalty: 3389.183594
	Iteration 10Q: 3 clusters Score -99646.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -99647.289062 Penalty: 3389.183594
	Iteration 11Q: 3 clusters Score -99647.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -99647.289062 Penalty: 3389.183594
	Iteration 12F: 3 clusters Score -99647.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Entering Unmasked Estep 
Score: -578847.937500 Penalty: 2105.169922
	Iteration 0F: 2 clusters Score -578847.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -574344.875000 Penalty: 4210.339844
	Iteration 0F: 3 clusters Score -574344.9 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -575400.375000 Penalty: 4210.339844
	Iteration 1F: 3 clusters Score -575400.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -575576.437500 Penalty: 4210.339844
	Iteration 2F: 3 clusters Score -575576.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -575668.375000 Penalty: 4210.339844
	Iteration 3Q: 3 clusters Score -575668.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -575731.812500 Penalty: 4210.339844
	Iteration 4Q: 3 clusters Score -575731.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -575780.687500 Penalty: 4210.339844
	Iteration 5Q: 3 clusters Score -575780.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -575828.062500 Penalty: 4210.339844
	Iteration 6Q: 3 clusters Score -575828.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -575863.250000 Penalty: 4210.339844
	Iteration 7Q: 3 clusters Score -575863.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -575891.250000 Penalty: 4210.339844
	Iteration 8Q: 3 clusters Score -575891.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -575914.687500 Penalty: 4210.339844
	Iteration 9Q: 3 clusters Score -575914.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -575937.250000 Penalty: 4210.339844
	Iteration 10Q: 3 clusters Score -575937.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -575961.937500 Penalty: 4210.339844
	Iteration 11Q: 3 clusters Score -575961.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -575982.000000 Penalty: 4210.339844
	Iteration 12Q: 3 clusters Score -575982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -575996.937500 Penalty: 4210.339844
	Iteration 13Q: 3 clusters Score -575996.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -576013.500000 Penalty: 4210.339844
	Iteration 14Q: 3 clusters Score -576013.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -576030.500000 Penalty: 4210.339844
	Iteration 15Q: 3 clusters Score -576030.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -576046.687500 Penalty: 4210.339844
	Iteration 16Q: 3 clusters Score -576046.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -576057.937500 Penalty: 4210.339844
	Iteration 17Q: 3 clusters Score -576057.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -576067.625000 Penalty: 4210.339844
	Iteration 18Q: 3 clusters Score -576067.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -576071.937500 Penalty: 4210.339844
	Iteration 19Q: 3 clusters Score -576071.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -576077.812500 Penalty: 4210.339844
	Iteration 20F: 3 clusters Score -576077.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -576081.875000 Penalty: 4210.339844
	Iteration 21Q: 3 clusters Score -576081.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -576086.125000 Penalty: 4210.339844
	Iteration 22Q: 3 clusters Score -576086.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -576091.000000 Penalty: 4210.339844
	Iteration 23Q: 3 clusters Score -576091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -576096.062500 Penalty: 4210.339844
	Iteration 24Q: 3 clusters Score -576096.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -576103.000000 Penalty: 4210.339844
	Iteration 25Q: 3 clusters Score -576103 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -576110.937500 Penalty: 4210.339844
	Iteration 26Q: 3 clusters Score -576110.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -576118.812500 Penalty: 4210.339844
	Iteration 27Q: 3 clusters Score -576118.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -576124.125000 Penalty: 4210.339844
	Iteration 28Q: 3 clusters Score -576124.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -576131.687500 Penalty: 4210.339844
	Iteration 29Q: 3 clusters Score -576131.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -576137.937500 Penalty: 4210.339844
	Iteration 30Q: 3 clusters Score -576137.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -576143.000000 Penalty: 4210.339844
	Iteration 31Q: 3 clusters Score -576143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -576146.187500 Penalty: 4210.339844
	Iteration 32Q: 3 clusters Score -576146.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -576150.312500 Penalty: 4210.339844
	Iteration 33Q: 3 clusters Score -576150.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -576154.562500 Penalty: 4210.339844
	Iteration 34Q: 3 clusters Score -576154.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -576159.250000 Penalty: 4210.339844
	Iteration 35Q: 3 clusters Score -576159.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -576164.687500 Penalty: 4210.339844
	Iteration 36Q: 3 clusters Score -576164.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -576165.875000 Penalty: 4210.339844
	Iteration 37Q: 3 clusters Score -576165.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -576173.000000 Penalty: 4210.339844
	Iteration 38Q: 3 clusters Score -576173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -576179.812500 Penalty: 4210.339844
	Iteration 39Q: 3 clusters Score -576179.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -576185.312500 Penalty: 4210.339844
	Iteration 40F: 3 clusters Score -576185.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -576191.750000 Penalty: 4210.339844
	Iteration 41Q: 3 clusters Score -576191.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -576197.562500 Penalty: 4210.339844
	Iteration 42Q: 3 clusters Score -576197.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -576204.937500 Penalty: 4210.339844
	Iteration 43Q: 3 clusters Score -576204.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -576211.437500 Penalty: 4210.339844
	Iteration 44Q: 3 clusters Score -576211.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -576221.062500 Penalty: 4210.339844
	Iteration 45Q: 3 clusters Score -576221.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -576230.500000 Penalty: 4210.339844
	Iteration 46Q: 3 clusters Score -576230.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -576241.062500 Penalty: 4210.339844
	Iteration 47Q: 3 clusters Score -576241.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -576257.125000 Penalty: 4210.339844
	Iteration 48Q: 3 clusters Score -576257.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -576278.562500 Penalty: 4210.339844
	Iteration 49Q: 3 clusters Score -576278.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -576305.312500 Penalty: 4210.339844
	Iteration 50Q: 3 clusters Score -576305.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -576327.250000 Penalty: 4210.339844
	Iteration 51Q: 3 clusters Score -576327.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -576346.250000 Penalty: 4210.339844
	Iteration 52Q: 3 clusters Score -576346.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -576367.687500 Penalty: 4210.339844
	Iteration 53Q: 3 clusters Score -576367.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -576391.250000 Penalty: 4210.339844
	Iteration 54Q: 3 clusters Score -576391.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -576409.625000 Penalty: 4210.339844
	Iteration 55Q: 3 clusters Score -576409.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -576425.000000 Penalty: 4210.339844
	Iteration 56Q: 3 clusters Score -576425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -576439.312500 Penalty: 4210.339844
	Iteration 57Q: 3 clusters Score -576439.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -576459.062500 Penalty: 4210.339844
	Iteration 58Q: 3 clusters Score -576459.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -576477.875000 Penalty: 4210.339844
	Iteration 59Q: 3 clusters Score -576477.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -576499.000000 Penalty: 4210.339844
	Iteration 60F: 3 clusters Score -576499 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -576513.437500 Penalty: 4210.339844
	Iteration 61Q: 3 clusters Score -576513.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -576525.687500 Penalty: 4210.339844
	Iteration 62Q: 3 clusters Score -576525.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -576537.437500 Penalty: 4210.339844
	Iteration 63Q: 3 clusters Score -576537.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -576548.812500 Penalty: 4210.339844
	Iteration 64Q: 3 clusters Score -576548.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -576560.312500 Penalty: 4210.339844
	Iteration 65Q: 3 clusters Score -576560.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -576567.375000 Penalty: 4210.339844
	Iteration 66Q: 3 clusters Score -576567.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -576577.687500 Penalty: 4210.339844
	Iteration 67Q: 3 clusters Score -576577.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -576597.437500 Penalty: 4210.339844
	Iteration 68Q: 3 clusters Score -576597.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -576612.187500 Penalty: 4210.339844
	Iteration 69Q: 3 clusters Score -576612.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -576627.000000 Penalty: 4210.339844
	Iteration 70Q: 3 clusters Score -576627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -576636.937500 Penalty: 4210.339844
	Iteration 71Q: 3 clusters Score -576636.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -576647.250000 Penalty: 4210.339844
	Iteration 72Q: 3 clusters Score -576647.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -576655.875000 Penalty: 4210.339844
	Iteration 73Q: 3 clusters Score -576655.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -576669.000000 Penalty: 4210.339844
	Iteration 74Q: 3 clusters Score -576669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -576682.437500 Penalty: 4210.339844
	Iteration 75Q: 3 clusters Score -576682.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -576701.375000 Penalty: 4210.339844
	Iteration 76Q: 3 clusters Score -576701.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -576720.375000 Penalty: 4210.339844
	Iteration 77Q: 3 clusters Score -576720.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -576740.625000 Penalty: 4210.339844
	Iteration 78Q: 3 clusters Score -576740.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -576762.437500 Penalty: 4210.339844
	Iteration 79Q: 3 clusters Score -576762.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -576777.750000 Penalty: 4210.339844
	Iteration 80F: 3 clusters Score -576777.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -576796.375000 Penalty: 4210.339844
	Iteration 81Q: 3 clusters Score -576796.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -576814.812500 Penalty: 4210.339844
	Iteration 82Q: 3 clusters Score -576814.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -576821.187500 Penalty: 4210.339844
	Iteration 83Q: 3 clusters Score -576821.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -576827.187500 Penalty: 4210.339844
	Iteration 84Q: 3 clusters Score -576827.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -576835.875000 Penalty: 4210.339844
	Iteration 85Q: 3 clusters Score -576835.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -576844.812500 Penalty: 4210.339844
	Iteration 86Q: 3 clusters Score -576844.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -576856.562500 Penalty: 4210.339844
	Iteration 87Q: 3 clusters Score -576856.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -576860.875000 Penalty: 4210.339844
	Iteration 88Q: 3 clusters Score -576860.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -576863.375000 Penalty: 4210.339844
	Iteration 89Q: 3 clusters Score -576863.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -576869.312500 Penalty: 4210.339844
	Iteration 90Q: 3 clusters Score -576869.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -576876.625000 Penalty: 4210.339844
	Iteration 91Q: 3 clusters Score -576876.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -576882.312500 Penalty: 4210.339844
	Iteration 92Q: 3 clusters Score -576882.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -576887.000000 Penalty: 4210.339844
	Iteration 93Q: 3 clusters Score -576887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -576891.437500 Penalty: 4210.339844
	Iteration 94Q: 3 clusters Score -576891.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -576893.312500 Penalty: 4210.339844
	Iteration 95Q: 3 clusters Score -576893.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -576894.375000 Penalty: 4210.339844
	Iteration 96Q: 3 clusters Score -576894.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -576896.875000 Penalty: 4210.339844
	Iteration 97Q: 3 clusters Score -576896.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -576899.375000 Penalty: 4210.339844
	Iteration 98Q: 3 clusters Score -576899.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -576901.312500 Penalty: 4210.339844
	Iteration 99Q: 3 clusters Score -576901.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -576902.625000 Penalty: 4210.339844
	Iteration 100F: 3 clusters Score -576902.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -576903.375000 Penalty: 4210.339844
	Iteration 101Q: 3 clusters Score -576903.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -576906.625000 Penalty: 4210.339844
	Iteration 102Q: 3 clusters Score -576906.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -576908.062500 Penalty: 4210.339844
	Iteration 103Q: 3 clusters Score -576908.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -576908.750000 Penalty: 4210.339844
	Iteration 104Q: 3 clusters Score -576908.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -576909.375000 Penalty: 4210.339844
	Iteration 105Q: 3 clusters Score -576909.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -576909.375000 Penalty: 4210.339844
	Iteration 106F: 3 clusters Score -576909.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Entering Unmasked Estep 
Score: -5016376.000000 Penalty: 2645.358154
	Iteration 0F: 2 clusters Score -5016376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -4987191.500000 Penalty: 5290.716309
	Iteration 0F: 3 clusters Score -4987192 nChanged 19790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -4998010.500000 Penalty: 5290.716309
	Iteration 1F: 3 clusters Score -4998010 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -4998460.000000 Penalty: 5290.716309
	Iteration 2Q: 3 clusters Score -4998460 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -4998859.500000 Penalty: 5290.716309
	Iteration 3Q: 3 clusters Score -4998860 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -4999324.500000 Penalty: 5290.716309
	Iteration 4Q: 3 clusters Score -4999324 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -4999826.000000 Penalty: 5290.716309
	Iteration 5Q: 3 clusters Score -4999826 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -5000529.000000 Penalty: 5290.716309
	Iteration 6Q: 3 clusters Score -5000529 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -5001524.500000 Penalty: 5290.716309
	Iteration 7Q: 3 clusters Score -5001524 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -5002964.500000 Penalty: 5290.716309
	Iteration 8F: 3 clusters Score -5002964 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -5004976.500000 Penalty: 5290.716309
	Iteration 9F: 3 clusters Score -5004976 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -5007569.000000 Penalty: 5290.716309
	Iteration 10F: 3 clusters Score -5007569 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -5010234.500000 Penalty: 5290.716309
	Iteration 11F: 3 clusters Score -5010234 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -5012218.500000 Penalty: 5290.716309
	Iteration 12Q: 3 clusters Score -5012218 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5013287.000000 Penalty: 5290.716309
	Iteration 13Q: 3 clusters Score -5013287 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5013771.000000 Penalty: 5290.716309
	Iteration 14Q: 3 clusters Score -5013771 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5013990.000000 Penalty: 5290.716309
	Iteration 15Q: 3 clusters Score -5013990 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5014091.500000 Penalty: 5290.716309
	Iteration 16Q: 3 clusters Score -5014092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5014142.000000 Penalty: 5290.716309
	Iteration 17Q: 3 clusters Score -5014142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5014169.500000 Penalty: 5290.716309
	Iteration 18Q: 3 clusters Score -5014170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5014192.500000 Penalty: 5290.716309
	Iteration 19Q: 3 clusters Score -5014192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5014206.000000 Penalty: 5290.716309
	Iteration 20F: 3 clusters Score -5014206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5014219.000000 Penalty: 5290.716309
	Iteration 21Q: 3 clusters Score -5014219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5014231.500000 Penalty: 5290.716309
	Iteration 22Q: 3 clusters Score -5014232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5014248.000000 Penalty: 5290.716309
	Iteration 23Q: 3 clusters Score -5014248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5014253.000000 Penalty: 5290.716309
	Iteration 24Q: 3 clusters Score -5014253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5014263.000000 Penalty: 5290.716309
	Iteration 25Q: 3 clusters Score -5014263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5014262.000000 Penalty: 5290.716309
	Iteration 26Q: 3 clusters Score -5014262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5014265.000000 Penalty: 5290.716309
	Iteration 27Q: 3 clusters Score -5014265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5014265.000000 Penalty: 5290.716309
	Iteration 28F: 3 clusters Score -5014265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Entering Unmasked Estep 
Score: -4072476.000000 Penalty: 2586.366211
	Iteration 0F: 2 clusters Score -4072476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -4049347.250000 Penalty: 5172.732422
	Iteration 0F: 3 clusters Score -4049347 nChanged 15348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -4057696.750000 Penalty: 5172.732422
	Iteration 1F: 3 clusters Score -4057697 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -4058315.250000 Penalty: 5172.732422
	Iteration 2Q: 3 clusters Score -4058315 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -4059044.250000 Penalty: 5172.732422
	Iteration 3Q: 3 clusters Score -4059044 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -4060034.250000 Penalty: 5172.732422
	Iteration 4F: 3 clusters Score -4060034 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -4061290.000000 Penalty: 5172.732422
	Iteration 5F: 3 clusters Score -4061290 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -4062675.000000 Penalty: 5172.732422
	Iteration 6F: 3 clusters Score -4062675 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -4064028.500000 Penalty: 5172.732422
	Iteration 7F: 3 clusters Score -4064028 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -4065187.500000 Penalty: 5172.732422
	Iteration 8F: 3 clusters Score -4065188 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -4066151.000000 Penalty: 5172.732422
	Iteration 9F: 3 clusters Score -4066151 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -4067038.000000 Penalty: 5172.732422
	Iteration 10Q: 3 clusters Score -4067038 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -4067760.000000 Penalty: 5172.732422
	Iteration 11Q: 3 clusters Score -4067760 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -4068245.750000 Penalty: 5172.732422
	Iteration 12Q: 3 clusters Score -4068246 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -4068565.000000 Penalty: 5172.732422
	Iteration 13Q: 3 clusters Score -4068565 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -4068753.000000 Penalty: 5172.732422
	Iteration 14Q: 3 clusters Score -4068753 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -4068919.000000 Penalty: 5172.732422
	Iteration 15Q: 3 clusters Score -4068919 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -4069047.000000 Penalty: 5172.732422
	Iteration 16Q: 3 clusters Score -4069047 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -4069168.750000 Penalty: 5172.732422
	Iteration 17Q: 3 clusters Score -4069169 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -4069272.500000 Penalty: 5172.732422
	Iteration 18Q: 3 clusters Score -4069272 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -4069381.250000 Penalty: 5172.732422
	Iteration 19Q: 3 clusters Score -4069381 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -4069477.000000 Penalty: 5172.732422
	Iteration 20F: 3 clusters Score -4069477 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -4069580.250000 Penalty: 5172.732422
	Iteration 21Q: 3 clusters Score -4069580 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -4069678.250000 Penalty: 5172.732422
	Iteration 22Q: 3 clusters Score -4069678 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -4069755.750000 Penalty: 5172.732422
	Iteration 23Q: 3 clusters Score -4069756 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -4069831.250000 Penalty: 5172.732422
	Iteration 24Q: 3 clusters Score -4069831 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -4069921.000000 Penalty: 5172.732422
	Iteration 25Q: 3 clusters Score -4069921 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -4069989.500000 Penalty: 5172.732422
	Iteration 26Q: 3 clusters Score -4069990 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -4070093.000000 Penalty: 5172.732422
	Iteration 27Q: 3 clusters Score -4070093 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -4070198.500000 Penalty: 5172.732422
	Iteration 28Q: 3 clusters Score -4070198 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -4070319.750000 Penalty: 5172.732422
	Iteration 29Q: 3 clusters Score -4070320 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -4070409.500000 Penalty: 5172.732422
	Iteration 30Q: 3 clusters Score -4070410 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -4070509.250000 Penalty: 5172.732422
	Iteration 31Q: 3 clusters Score -4070509 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -4070614.250000 Penalty: 5172.732422
	Iteration 32Q: 3 clusters Score -4070614 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -4070716.500000 Penalty: 5172.732422
	Iteration 33Q: 3 clusters Score -4070716 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -4070823.000000 Penalty: 5172.732422
	Iteration 34Q: 3 clusters Score -4070823 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -4070908.750000 Penalty: 5172.732422
	Iteration 35Q: 3 clusters Score -4070909 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -4070963.500000 Penalty: 5172.732422
	Iteration 36Q: 3 clusters Score -4070964 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -4071049.500000 Penalty: 5172.732422
	Iteration 37Q: 3 clusters Score -4071050 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -4071119.000000 Penalty: 5172.732422
	Iteration 38Q: 3 clusters Score -4071119 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -4071141.000000 Penalty: 5172.732422
	Iteration 39Q: 3 clusters Score -4071141 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -4071162.750000 Penalty: 5172.732422
	Iteration 40F: 3 clusters Score -4071163 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4071171.000000 Penalty: 5172.732422
	Iteration 41Q: 3 clusters Score -4071171 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -4071191.250000 Penalty: 5172.732422
	Iteration 42Q: 3 clusters Score -4071191 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4071204.750000 Penalty: 5172.732422
	Iteration 43Q: 3 clusters Score -4071205 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4071214.750000 Penalty: 5172.732422
	Iteration 44Q: 3 clusters Score -4071215 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -4071227.250000 Penalty: 5172.732422
	Iteration 45Q: 3 clusters Score -4071227 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -4071241.250000 Penalty: 5172.732422
	Iteration 46Q: 3 clusters Score -4071241 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4071264.000000 Penalty: 5172.732422
	Iteration 47Q: 3 clusters Score -4071264 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4071272.500000 Penalty: 5172.732422
	Iteration 48Q: 3 clusters Score -4071272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4071273.500000 Penalty: 5172.732422
	Iteration 49Q: 3 clusters Score -4071274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4071282.250000 Penalty: 5172.732422
	Iteration 50Q: 3 clusters Score -4071282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -4071284.000000 Penalty: 5172.732422
	Iteration 51Q: 3 clusters Score -4071284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4071290.000000 Penalty: 5172.732422
	Iteration 52Q: 3 clusters Score -4071290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4071303.000000 Penalty: 5172.732422
	Iteration 53Q: 3 clusters Score -4071303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4071306.000000 Penalty: 5172.732422
	Iteration 54Q: 3 clusters Score -4071306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4071303.500000 Penalty: 5172.732422
	Iteration 55Q: 3 clusters Score -4071304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4071300.750000 Penalty: 5172.732422
	Iteration 56Q: 3 clusters Score -4071301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4071304.750000 Penalty: 5172.732422
	Iteration 57Q: 3 clusters Score -4071305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4071310.250000 Penalty: 5172.732422
	Iteration 58Q: 3 clusters Score -4071310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4071305.750000 Penalty: 5172.732422
	Iteration 59Q: 3 clusters Score -4071306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4071310.500000 Penalty: 5172.732422
	Iteration 60F: 3 clusters Score -4071310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4071310.500000 Penalty: 5172.732422
	Iteration 61Q: 3 clusters Score -4071310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4071311.250000 Penalty: 5172.732422
	Iteration 62Q: 3 clusters Score -4071311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4071314.250000 Penalty: 5172.732422
	Iteration 63Q: 3 clusters Score -4071314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4071314.250000 Penalty: 5172.732422
	Iteration 64F: 3 clusters Score -4071314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -107441.343750 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -107441.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105561.445312 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -105561.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -105885.890625 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -105885.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -105997.460938 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -105997.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -106043.593750 Penalty: 3399.759766
	Iteration 3Q: 3 clusters Score -106043.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -106074.226562 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -106074.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -106092.218750 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -106092.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -106120.929688 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -106120.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -106141.289062 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -106141.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -106161.179688 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -106161.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -106198.054688 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -106198.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -106231.609375 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -106231.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -106275.789062 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -106275.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -106307.703125 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -106307.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -106334.695312 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -106334.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -106346.859375 Penalty: 3399.759766
	Iteration 14Q: 3 clusters Score -106346.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -106355.242188 Penalty: 3399.759766
	Iteration 15Q: 3 clusters Score -106355.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -106360.578125 Penalty: 3399.759766
	Iteration 16Q: 3 clusters Score -106360.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -106366.117188 Penalty: 3399.759766
	Iteration 17Q: 3 clusters Score -106366.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -106367.328125 Penalty: 3399.759766
	Iteration 18Q: 3 clusters Score -106367.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -106367.328125 Penalty: 3399.759766
	Iteration 19F: 3 clusters Score -106367.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Entering Unmasked Estep 
Score: -1235076.375000 Penalty: 2291.229980
	Iteration 0F: 2 clusters Score -1235076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1227221.375000 Penalty: 4582.459961
	Iteration 0F: 3 clusters Score -1227221 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1229538.750000 Penalty: 4582.459961
	Iteration 1F: 3 clusters Score -1229539 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1229801.125000 Penalty: 4582.459961
	Iteration 2F: 3 clusters Score -1229801 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1229978.125000 Penalty: 4582.459961
	Iteration 3Q: 3 clusters Score -1229978 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1230131.375000 Penalty: 4582.459961
	Iteration 4Q: 3 clusters Score -1230131 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1230268.000000 Penalty: 4582.459961
	Iteration 5Q: 3 clusters Score -1230268 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1230380.875000 Penalty: 4582.459961
	Iteration 6Q: 3 clusters Score -1230381 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1230480.875000 Penalty: 4582.459961
	Iteration 7Q: 3 clusters Score -1230481 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1230583.000000 Penalty: 4582.459961
	Iteration 8Q: 3 clusters Score -1230583 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1230681.000000 Penalty: 4582.459961
	Iteration 9Q: 3 clusters Score -1230681 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1230784.125000 Penalty: 4582.459961
	Iteration 10Q: 3 clusters Score -1230784 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1230901.000000 Penalty: 4582.459961
	Iteration 11Q: 3 clusters Score -1230901 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1231074.625000 Penalty: 4582.459961
	Iteration 12Q: 3 clusters Score -1231075 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1231325.375000 Penalty: 4582.459961
	Iteration 13Q: 3 clusters Score -1231325 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1231654.125000 Penalty: 4582.459961
	Iteration 14Q: 3 clusters Score -1231654 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1232049.250000 Penalty: 4582.459961
	Iteration 15Q: 3 clusters Score -1232049 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1232525.250000 Penalty: 4582.459961
	Iteration 16Q: 3 clusters Score -1232525 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1232903.375000 Penalty: 4582.459961
	Iteration 17Q: 3 clusters Score -1232903 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1233172.125000 Penalty: 4582.459961
	Iteration 18Q: 3 clusters Score -1233172 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1233308.375000 Penalty: 4582.459961
	Iteration 19Q: 3 clusters Score -1233308 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1233374.000000 Penalty: 4582.459961
	Iteration 20F: 3 clusters Score -1233374 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1233408.375000 Penalty: 4582.459961
	Iteration 21Q: 3 clusters Score -1233408 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1233430.125000 Penalty: 4582.459961
	Iteration 22Q: 3 clusters Score -1233430 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1233441.250000 Penalty: 4582.459961
	Iteration 23Q: 3 clusters Score -1233441 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1233449.625000 Penalty: 4582.459961
	Iteration 24Q: 3 clusters Score -1233450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1233449.875000 Penalty: 4582.459961
	Iteration 25Q: 3 clusters Score -1233450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1233457.500000 Penalty: 4582.459961
	Iteration 26Q: 3 clusters Score -1233458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1233461.375000 Penalty: 4582.459961
	Iteration 27Q: 3 clusters Score -1233461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1233465.625000 Penalty: 4582.459961
	Iteration 28Q: 3 clusters Score -1233466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1233472.000000 Penalty: 4582.459961
	Iteration 29Q: 3 clusters Score -1233472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1233476.375000 Penalty: 4582.459961
	Iteration 30Q: 3 clusters Score -1233476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1233476.375000 Penalty: 4582.459961
	Iteration 31Q: 3 clusters Score -1233476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1233478.625000 Penalty: 4582.459961
	Iteration 32Q: 3 clusters Score -1233479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1233479.500000 Penalty: 4582.459961
	Iteration 33Q: 3 clusters Score -1233480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1233481.000000 Penalty: 4582.459961
	Iteration 34Q: 3 clusters Score -1233481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1233484.000000 Penalty: 4582.459961
	Iteration 35Q: 3 clusters Score -1233484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1233487.375000 Penalty: 4582.459961
	Iteration 36Q: 3 clusters Score -1233487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1233489.750000 Penalty: 4582.459961
	Iteration 37Q: 3 clusters Score -1233490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1233490.625000 Penalty: 4582.459961
	Iteration 38Q: 3 clusters Score -1233491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1233491.500000 Penalty: 4582.459961
	Iteration 39Q: 3 clusters Score -1233492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1233489.500000 Penalty: 4582.459961
	Iteration 40F: 3 clusters Score -1233490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (213467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213467 members 
Entering Unmasked Estep 
Score: -25454122.000000 Penalty: 3043.266846
	Iteration 0F: 2 clusters Score -2.545412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106678 members 
Mstep: Class 2 contains 106789 members 
Entering Unmasked Estep 
Score: -25316810.000000 Penalty: 6086.533691
	Iteration 0F: 3 clusters Score -2.531681e+07 nChanged 102685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104915 members 
Mstep: Class 2 contains 108552 members 
Entering Unmasked Estep 
Score: -25376742.000000 Penalty: 6086.533691
	Iteration 1F: 3 clusters Score -2.537674e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103896 members 
Mstep: Class 2 contains 109571 members 
Entering Unmasked Estep 
Score: -25378264.000000 Penalty: 6086.533691
	Iteration 2Q: 3 clusters Score -2.537826e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102461 members 
Mstep: Class 2 contains 111006 members 
Entering Unmasked Estep 
Score: -25380188.000000 Penalty: 6086.533691
	Iteration 3Q: 3 clusters Score -2.538019e+07 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100470 members 
Mstep: Class 2 contains 112997 members 
Entering Unmasked Estep 
Score: -25383866.000000 Penalty: 6086.533691
	Iteration 4Q: 3 clusters Score -2.538387e+07 nChanged 10970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97696 members 
Mstep: Class 2 contains 115771 members 
Entering Unmasked Estep 
Score: -25389122.000000 Penalty: 6086.533691
	Iteration 5F: 3 clusters Score -2.538912e+07 nChanged 13634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93994 members 
Mstep: Class 2 contains 119473 members 
Entering Unmasked Estep 
Score: -25397746.000000 Penalty: 6086.533691
	Iteration 6F: 3 clusters Score -2.539775e+07 nChanged 16332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89734 members 
Mstep: Class 2 contains 123733 members 
Entering Unmasked Estep 
Score: -25410740.000000 Penalty: 6086.533691
	Iteration 7F: 3 clusters Score -2.541074e+07 nChanged 16873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86603 members 
Mstep: Class 2 contains 126864 members 
Entering Unmasked Estep 
Score: -25424588.000000 Penalty: 6086.533691
	Iteration 8F: 3 clusters Score -2.542459e+07 nChanged 14065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85932 members 
Mstep: Class 2 contains 127535 members 
Entering Unmasked Estep 
Score: -25432070.000000 Penalty: 6086.533691
	Iteration 9F: 3 clusters Score -2.543207e+07 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86931 members 
Mstep: Class 2 contains 126536 members 
Entering Unmasked Estep 
Score: -25434616.000000 Penalty: 6086.533691
	Iteration 10Q: 3 clusters Score -2.543462e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88645 members 
Mstep: Class 2 contains 124822 members 
Entering Unmasked Estep 
Score: -25435910.000000 Penalty: 6086.533691
	Iteration 11Q: 3 clusters Score -2.543591e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90400 members 
Mstep: Class 2 contains 123067 members 
Entering Unmasked Estep 
Score: -25436826.000000 Penalty: 6086.533691
	Iteration 12Q: 3 clusters Score -2.543683e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92222 members 
Mstep: Class 2 contains 121245 members 
Entering Unmasked Estep 
Score: -25437538.000000 Penalty: 6086.533691
	Iteration 13Q: 3 clusters Score -2.543754e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93990 members 
Mstep: Class 2 contains 119477 members 
Entering Unmasked Estep 
Score: -25438224.000000 Penalty: 6086.533691
	Iteration 14Q: 3 clusters Score -2.543822e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95760 members 
Mstep: Class 2 contains 117707 members 
Entering Unmasked Estep 
Score: -25438806.000000 Penalty: 6086.533691
	Iteration 15Q: 3 clusters Score -2.543881e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97491 members 
Mstep: Class 2 contains 115976 members 
Entering Unmasked Estep 
Score: -25439114.000000 Penalty: 6086.533691
	Iteration 16Q: 3 clusters Score -2.543911e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99354 members 
Mstep: Class 2 contains 114113 members 
Entering Unmasked Estep 
Score: -25439486.000000 Penalty: 6086.533691
	Iteration 17Q: 3 clusters Score -2.543949e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101250 members 
Mstep: Class 2 contains 112217 members 
Entering Unmasked Estep 
Score: -25439780.000000 Penalty: 6086.533691
	Iteration 18Q: 3 clusters Score -2.543978e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103138 members 
Mstep: Class 2 contains 110329 members 
Entering Unmasked Estep 
Score: -25439988.000000 Penalty: 6086.533691
	Iteration 19Q: 3 clusters Score -2.543999e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105064 members 
Mstep: Class 2 contains 108403 members 
Entering Unmasked Estep 
Score: -25440116.000000 Penalty: 6086.533691
	Iteration 20F: 3 clusters Score -2.544012e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106853 members 
Mstep: Class 2 contains 106614 members 
Entering Unmasked Estep 
Score: -25440160.000000 Penalty: 6086.533691
	Iteration 21Q: 3 clusters Score -2.544016e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108543 members 
Mstep: Class 2 contains 104924 members 
Entering Unmasked Estep 
Score: -25440300.000000 Penalty: 6086.533691
	Iteration 22Q: 3 clusters Score -2.54403e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110146 members 
Mstep: Class 2 contains 103321 members 
Entering Unmasked Estep 
Score: -25440340.000000 Penalty: 6086.533691
	Iteration 23Q: 3 clusters Score -2.544034e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111694 members 
Mstep: Class 2 contains 101773 members 
Entering Unmasked Estep 
Score: -25440192.000000 Penalty: 6086.533691
	Iteration 24Q: 3 clusters Score -2.544019e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113160 members 
Mstep: Class 2 contains 100307 members 
Entering Unmasked Estep 
Score: -25440072.000000 Penalty: 6086.533691
	Iteration 25Q: 3 clusters Score -2.544007e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114573 members 
Mstep: Class 2 contains 98894 members 
Entering Unmasked Estep 
Score: -25439852.000000 Penalty: 6086.533691
	Iteration 26Q: 3 clusters Score -2.543985e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115947 members 
Mstep: Class 2 contains 97520 members 
Entering Unmasked Estep 
Score: -25439712.000000 Penalty: 6086.533691
	Iteration 27Q: 3 clusters Score -2.543971e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117181 members 
Mstep: Class 2 contains 96286 members 
Entering Unmasked Estep 
Score: -25439622.000000 Penalty: 6086.533691
	Iteration 28Q: 3 clusters Score -2.543962e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118350 members 
Mstep: Class 2 contains 95117 members 
Entering Unmasked Estep 
Score: -25439428.000000 Penalty: 6086.533691
	Iteration 29Q: 3 clusters Score -2.543943e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119503 members 
Mstep: Class 2 contains 93964 members 
Entering Unmasked Estep 
Score: -25439210.000000 Penalty: 6086.533691
	Iteration 30Q: 3 clusters Score -2.543921e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120630 members 
Mstep: Class 2 contains 92837 members 
Entering Unmasked Estep 
Score: -25439162.000000 Penalty: 6086.533691
	Iteration 31Q: 3 clusters Score -2.543916e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121753 members 
Mstep: Class 2 contains 91714 members 
Entering Unmasked Estep 
Score: -25439054.000000 Penalty: 6086.533691
	Iteration 32Q: 3 clusters Score -2.543905e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122938 members 
Mstep: Class 2 contains 90529 members 
Entering Unmasked Estep 
Score: -25438890.000000 Penalty: 6086.533691
	Iteration 33Q: 3 clusters Score -2.543889e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124145 members 
Mstep: Class 2 contains 89322 members 
Entering Unmasked Estep 
Score: -25438788.000000 Penalty: 6086.533691
	Iteration 34Q: 3 clusters Score -2.543879e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125425 members 
Mstep: Class 2 contains 88042 members 
Entering Unmasked Estep 
Score: -25438550.000000 Penalty: 6086.533691
	Iteration 35Q: 3 clusters Score -2.543855e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126664 members 
Mstep: Class 2 contains 86803 members 
Entering Unmasked Estep 
Score: -25438466.000000 Penalty: 6086.533691
	Iteration 36Q: 3 clusters Score -2.543847e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127921 members 
Mstep: Class 2 contains 85546 members 
Entering Unmasked Estep 
Score: -25438210.000000 Penalty: 6086.533691
	Iteration 37Q: 3 clusters Score -2.543821e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129176 members 
Mstep: Class 2 contains 84291 members 
Entering Unmasked Estep 
Score: -25438166.000000 Penalty: 6086.533691
	Iteration 38Q: 3 clusters Score -2.543817e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130494 members 
Mstep: Class 2 contains 82973 members 
Entering Unmasked Estep 
Score: -25437924.000000 Penalty: 6086.533691
	Iteration 39Q: 3 clusters Score -2.543792e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131831 members 
Mstep: Class 2 contains 81636 members 
Entering Unmasked Estep 
Score: -25437802.000000 Penalty: 6086.533691
	Iteration 40F: 3 clusters Score -2.54378e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133179 members 
Mstep: Class 2 contains 80288 members 
Entering Unmasked Estep 
Score: -25437722.000000 Penalty: 6086.533691
	Iteration 41Q: 3 clusters Score -2.543772e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134641 members 
Mstep: Class 2 contains 78826 members 
Entering Unmasked Estep 
Score: -25437584.000000 Penalty: 6086.533691
	Iteration 42Q: 3 clusters Score -2.543758e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136141 members 
Mstep: Class 2 contains 77326 members 
Entering Unmasked Estep 
Score: -25437378.000000 Penalty: 6086.533691
	Iteration 43Q: 3 clusters Score -2.543738e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137681 members 
Mstep: Class 2 contains 75786 members 
Entering Unmasked Estep 
Score: -25437294.000000 Penalty: 6086.533691
	Iteration 44Q: 3 clusters Score -2.543729e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139225 members 
Mstep: Class 2 contains 74242 members 
Entering Unmasked Estep 
Score: -25437198.000000 Penalty: 6086.533691
	Iteration 45Q: 3 clusters Score -2.54372e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140854 members 
Mstep: Class 2 contains 72613 members 
Entering Unmasked Estep 
Score: -25437106.000000 Penalty: 6086.533691
	Iteration 46Q: 3 clusters Score -2.543711e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142532 members 
Mstep: Class 2 contains 70935 members 
Entering Unmasked Estep 
Score: -25437150.000000 Penalty: 6086.533691
	Iteration 47Q: 3 clusters Score -2.543715e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144339 members 
Mstep: Class 2 contains 69128 members 
Entering Unmasked Estep 
Score: -25437186.000000 Penalty: 6086.533691
	Iteration 48Q: 3 clusters Score -2.543719e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146281 members 
Mstep: Class 2 contains 67186 members 
Entering Unmasked Estep 
Score: -25437138.000000 Penalty: 6086.533691
	Iteration 49Q: 3 clusters Score -2.543714e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148395 members 
Mstep: Class 2 contains 65072 members 
Entering Unmasked Estep 
Score: -25437024.000000 Penalty: 6086.533691
	Iteration 50Q: 3 clusters Score -2.543702e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150608 members 
Mstep: Class 2 contains 62859 members 
Entering Unmasked Estep 
Score: -25436816.000000 Penalty: 6086.533691
	Iteration 51Q: 3 clusters Score -2.543682e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152875 members 
Mstep: Class 2 contains 60592 members 
Entering Unmasked Estep 
Score: -25436780.000000 Penalty: 6086.533691
	Iteration 52Q: 3 clusters Score -2.543678e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155078 members 
Mstep: Class 2 contains 58389 members 
Entering Unmasked Estep 
Score: -25436730.000000 Penalty: 6086.533691
	Iteration 53Q: 3 clusters Score -2.543673e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157372 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -25436900.000000 Penalty: 6086.533691
	Iteration 54Q: 3 clusters Score -2.54369e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159855 members 
Mstep: Class 2 contains 53612 members 
Entering Unmasked Estep 
Score: -25436762.000000 Penalty: 6086.533691
	Iteration 55Q: 3 clusters Score -2.543676e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162470 members 
Mstep: Class 2 contains 50997 members 
Entering Unmasked Estep 
Score: -25436822.000000 Penalty: 6086.533691
	Iteration 56Q: 3 clusters Score -2.543682e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165066 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -25436890.000000 Penalty: 6086.533691
	Iteration 57Q: 3 clusters Score -2.543689e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167691 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -25437004.000000 Penalty: 6086.533691
	Iteration 58Q: 3 clusters Score -2.5437e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170376 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -25437300.000000 Penalty: 6086.533691
	Iteration 59Q: 3 clusters Score -2.54373e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173087 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -25437468.000000 Penalty: 6086.533691
	Iteration 60F: 3 clusters Score -2.543747e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175895 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -25437820.000000 Penalty: 6086.533691
	Iteration 61Q: 3 clusters Score -2.543782e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178692 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -25438324.000000 Penalty: 6086.533691
	Iteration 62Q: 3 clusters Score -2.543832e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181460 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -25438838.000000 Penalty: 6086.533691
	Iteration 63Q: 3 clusters Score -2.543884e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184097 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -25439156.000000 Penalty: 6086.533691
	Iteration 64Q: 3 clusters Score -2.543916e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186706 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -25439698.000000 Penalty: 6086.533691
	Iteration 65Q: 3 clusters Score -2.54397e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189105 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -25440332.000000 Penalty: 6086.533691
	Iteration 66Q: 3 clusters Score -2.544033e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191352 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -25441984.000000 Penalty: 6086.533691
	Iteration 67Q: 3 clusters Score -2.544198e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193451 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -25443158.000000 Penalty: 6086.533691
	Iteration 68Q: 3 clusters Score -2.544316e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195361 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -25444322.000000 Penalty: 6086.533691
	Iteration 69Q: 3 clusters Score -2.544432e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197186 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -25445242.000000 Penalty: 6086.533691
	Iteration 70Q: 3 clusters Score -2.544524e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198909 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -25446126.000000 Penalty: 6086.533691
	Iteration 71Q: 3 clusters Score -2.544613e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200482 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -25447018.000000 Penalty: 6086.533691
	Iteration 72Q: 3 clusters Score -2.544702e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202031 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -25447884.000000 Penalty: 6086.533691
	Iteration 73Q: 3 clusters Score -2.544788e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203454 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -25448540.000000 Penalty: 6086.533691
	Iteration 74Q: 3 clusters Score -2.544854e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204756 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -25449022.000000 Penalty: 6086.533691
	Iteration 75Q: 3 clusters Score -2.544902e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205922 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -25449540.000000 Penalty: 6086.533691
	Iteration 76Q: 3 clusters Score -2.544954e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206930 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -25449910.000000 Penalty: 6086.533691
	Iteration 77Q: 3 clusters Score -2.544991e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207828 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -25450260.000000 Penalty: 6086.533691
	Iteration 78Q: 3 clusters Score -2.545026e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208595 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -25450540.000000 Penalty: 6086.533691
	Iteration 79Q: 3 clusters Score -2.545054e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209282 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -25450888.000000 Penalty: 6086.533691
	Iteration 80F: 3 clusters Score -2.545089e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209865 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -25451066.000000 Penalty: 6086.533691
	Iteration 81Q: 3 clusters Score -2.545107e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210337 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -25451268.000000 Penalty: 6086.533691
	Iteration 82Q: 3 clusters Score -2.545127e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210710 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -25451328.000000 Penalty: 6086.533691
	Iteration 83Q: 3 clusters Score -2.545133e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211008 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -25451388.000000 Penalty: 6086.533691
	Iteration 84Q: 3 clusters Score -2.545139e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211253 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -25451448.000000 Penalty: 6086.533691
	Iteration 85Q: 3 clusters Score -2.545145e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211473 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -25451478.000000 Penalty: 6086.533691
	Iteration 86Q: 3 clusters Score -2.545148e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211637 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -25451506.000000 Penalty: 6086.533691
	Iteration 87Q: 3 clusters Score -2.545151e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211752 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -25451562.000000 Penalty: 6086.533691
	Iteration 88Q: 3 clusters Score -2.545156e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211860 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -25451580.000000 Penalty: 6086.533691
	Iteration 89Q: 3 clusters Score -2.545158e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211947 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -25451654.000000 Penalty: 6086.533691
	Iteration 90Q: 3 clusters Score -2.545165e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212018 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -25451666.000000 Penalty: 6086.533691
	Iteration 91Q: 3 clusters Score -2.545167e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212073 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -25451686.000000 Penalty: 6086.533691
	Iteration 92Q: 3 clusters Score -2.545169e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212123 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -25451676.000000 Penalty: 6086.533691
	Iteration 93Q: 3 clusters Score -2.545168e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212160 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -25451682.000000 Penalty: 6086.533691
	Iteration 94Q: 3 clusters Score -2.545168e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212196 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -25451712.000000 Penalty: 6086.533691
	Iteration 95Q: 3 clusters Score -2.545171e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212243 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -25451692.000000 Penalty: 6086.533691
	Iteration 96Q: 3 clusters Score -2.545169e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212283 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -25451694.000000 Penalty: 6086.533691
	Iteration 97Q: 3 clusters Score -2.545169e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212322 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -25451694.000000 Penalty: 6086.533691
	Iteration 98Q: 3 clusters Score -2.545169e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212351 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -25451718.000000 Penalty: 6086.533691
	Iteration 99Q: 3 clusters Score -2.545172e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212377 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -25451700.000000 Penalty: 6086.533691
	Iteration 100F: 3 clusters Score -2.54517e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212395 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -25451724.000000 Penalty: 6086.533691
	Iteration 101Q: 3 clusters Score -2.545172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212410 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -25451720.000000 Penalty: 6086.533691
	Iteration 102Q: 3 clusters Score -2.545172e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212420 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -25451736.000000 Penalty: 6086.533691
	Iteration 103Q: 3 clusters Score -2.545174e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212431 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -25451754.000000 Penalty: 6086.533691
	Iteration 104Q: 3 clusters Score -2.545175e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212439 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -25451728.000000 Penalty: 6086.533691
	Iteration 105Q: 3 clusters Score -2.545173e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212447 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -25451732.000000 Penalty: 6086.533691
	Iteration 106Q: 3 clusters Score -2.545173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212452 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -25451744.000000 Penalty: 6086.533691
	Iteration 107Q: 3 clusters Score -2.545174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212459 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -25451738.000000 Penalty: 6086.533691
	Iteration 108Q: 3 clusters Score -2.545174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212466 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -25451732.000000 Penalty: 6086.533691
	Iteration 109Q: 3 clusters Score -2.545173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212468 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -25451754.000000 Penalty: 6086.533691
	Iteration 110Q: 3 clusters Score -2.545175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212469 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -25451778.000000 Penalty: 6086.533691
	Iteration 111Q: 3 clusters Score -2.545178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212471 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -25451770.000000 Penalty: 6086.533691
	Iteration 112Q: 3 clusters Score -2.545177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212473 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -25451778.000000 Penalty: 6086.533691
	Iteration 113Q: 3 clusters Score -2.545178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212477 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -25451768.000000 Penalty: 6086.533691
	Iteration 114Q: 3 clusters Score -2.545177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212477 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -25451768.000000 Penalty: 6086.533691
	Iteration 115F: 3 clusters Score -2.545177e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (152097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152097 members 
Entering Unmasked Estep 
Score: -18111628.000000 Penalty: 2959.203857
	Iteration 0F: 2 clusters Score -1.811163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76116 members 
Mstep: Class 2 contains 75981 members 
Entering Unmasked Estep 
Score: -18011472.000000 Penalty: 5918.407715
	Iteration 0F: 3 clusters Score -1.801147e+07 nChanged 72502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79270 members 
Mstep: Class 2 contains 72827 members 
Entering Unmasked Estep 
Score: -18054308.000000 Penalty: 5918.407715
	Iteration 1F: 3 clusters Score -1.805431e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81199 members 
Mstep: Class 2 contains 70898 members 
Entering Unmasked Estep 
Score: -18056616.000000 Penalty: 5918.407715
	Iteration 2Q: 3 clusters Score -1.805662e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84274 members 
Mstep: Class 2 contains 67823 members 
Entering Unmasked Estep 
Score: -18059842.000000 Penalty: 5918.407715
	Iteration 3Q: 3 clusters Score -1.805984e+07 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89059 members 
Mstep: Class 2 contains 63038 members 
Entering Unmasked Estep 
Score: -18065248.000000 Penalty: 5918.407715
	Iteration 4F: 3 clusters Score -1.806525e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95782 members 
Mstep: Class 2 contains 56315 members 
Entering Unmasked Estep 
Score: -18073108.000000 Penalty: 5918.407715
	Iteration 5F: 3 clusters Score -1.807311e+07 nChanged 11930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103776 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -18083358.000000 Penalty: 5918.407715
	Iteration 6F: 3 clusters Score -1.808336e+07 nChanged 11071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111585 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -18094908.000000 Penalty: 5918.407715
	Iteration 7F: 3 clusters Score -1.809491e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116973 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -18102426.000000 Penalty: 5918.407715
	Iteration 8F: 3 clusters Score -1.810243e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120388 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -18105100.000000 Penalty: 5918.407715
	Iteration 9Q: 3 clusters Score -1.81051e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123098 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -18105922.000000 Penalty: 5918.407715
	Iteration 10Q: 3 clusters Score -1.810592e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125459 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -18106494.000000 Penalty: 5918.407715
	Iteration 11Q: 3 clusters Score -1.810649e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127637 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -18106908.000000 Penalty: 5918.407715
	Iteration 12Q: 3 clusters Score -1.810691e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129668 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -18107298.000000 Penalty: 5918.407715
	Iteration 13Q: 3 clusters Score -1.81073e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131587 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -18107728.000000 Penalty: 5918.407715
	Iteration 14Q: 3 clusters Score -1.810773e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133397 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -18108002.000000 Penalty: 5918.407715
	Iteration 15Q: 3 clusters Score -1.8108e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135067 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -18108330.000000 Penalty: 5918.407715
	Iteration 16Q: 3 clusters Score -1.810833e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136536 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -18108538.000000 Penalty: 5918.407715
	Iteration 17Q: 3 clusters Score -1.810854e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137914 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -18108718.000000 Penalty: 5918.407715
	Iteration 18Q: 3 clusters Score -1.810872e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139135 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -18108856.000000 Penalty: 5918.407715
	Iteration 19Q: 3 clusters Score -1.810886e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140314 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -18109116.000000 Penalty: 5918.407715
	Iteration 20F: 3 clusters Score -1.810912e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141505 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -18109316.000000 Penalty: 5918.407715
	Iteration 21Q: 3 clusters Score -1.810932e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142615 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -18109488.000000 Penalty: 5918.407715
	Iteration 22Q: 3 clusters Score -1.810949e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143530 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -18109580.000000 Penalty: 5918.407715
	Iteration 23Q: 3 clusters Score -1.810958e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144344 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -18109734.000000 Penalty: 5918.407715
	Iteration 24Q: 3 clusters Score -1.810973e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145065 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -18109836.000000 Penalty: 5918.407715
	Iteration 25Q: 3 clusters Score -1.810984e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145680 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -18109878.000000 Penalty: 5918.407715
	Iteration 26Q: 3 clusters Score -1.810988e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146203 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -18109958.000000 Penalty: 5918.407715
	Iteration 27Q: 3 clusters Score -1.810996e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146699 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -18110084.000000 Penalty: 5918.407715
	Iteration 28Q: 3 clusters Score -1.811008e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147159 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -18110132.000000 Penalty: 5918.407715
	Iteration 29Q: 3 clusters Score -1.811013e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147570 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -18110194.000000 Penalty: 5918.407715
	Iteration 30Q: 3 clusters Score -1.811019e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147930 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -18110218.000000 Penalty: 5918.407715
	Iteration 31Q: 3 clusters Score -1.811022e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148215 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -18110292.000000 Penalty: 5918.407715
	Iteration 32Q: 3 clusters Score -1.811029e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148449 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -18110346.000000 Penalty: 5918.407715
	Iteration 33Q: 3 clusters Score -1.811035e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148650 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -18110344.000000 Penalty: 5918.407715
	Iteration 34Q: 3 clusters Score -1.811034e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148811 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -18110390.000000 Penalty: 5918.407715
	Iteration 35Q: 3 clusters Score -1.811039e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148957 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -18110396.000000 Penalty: 5918.407715
	Iteration 36Q: 3 clusters Score -1.81104e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149079 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -18110392.000000 Penalty: 5918.407715
	Iteration 37Q: 3 clusters Score -1.811039e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149188 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -18110402.000000 Penalty: 5918.407715
	Iteration 38Q: 3 clusters Score -1.81104e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149290 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -18110384.000000 Penalty: 5918.407715
	Iteration 39Q: 3 clusters Score -1.811038e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149369 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -18110400.000000 Penalty: 5918.407715
	Iteration 40F: 3 clusters Score -1.81104e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149455 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -18110404.000000 Penalty: 5918.407715
	Iteration 41Q: 3 clusters Score -1.81104e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149530 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -18110396.000000 Penalty: 5918.407715
	Iteration 42Q: 3 clusters Score -1.81104e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149588 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -18110392.000000 Penalty: 5918.407715
	Iteration 43Q: 3 clusters Score -1.811039e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149642 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -18110364.000000 Penalty: 5918.407715
	Iteration 44Q: 3 clusters Score -1.811036e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149686 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -18110362.000000 Penalty: 5918.407715
	Iteration 45Q: 3 clusters Score -1.811036e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149718 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -18110360.000000 Penalty: 5918.407715
	Iteration 46Q: 3 clusters Score -1.811036e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149743 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -18110346.000000 Penalty: 5918.407715
	Iteration 47Q: 3 clusters Score -1.811035e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149769 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -18110356.000000 Penalty: 5918.407715
	Iteration 48Q: 3 clusters Score -1.811036e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149791 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -18110358.000000 Penalty: 5918.407715
	Iteration 49Q: 3 clusters Score -1.811036e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149810 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -18110354.000000 Penalty: 5918.407715
	Iteration 50Q: 3 clusters Score -1.811035e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149828 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -18110356.000000 Penalty: 5918.407715
	Iteration 51Q: 3 clusters Score -1.811036e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149841 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -18110358.000000 Penalty: 5918.407715
	Iteration 52Q: 3 clusters Score -1.811036e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149859 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -18110350.000000 Penalty: 5918.407715
	Iteration 53Q: 3 clusters Score -1.811035e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149878 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -18110376.000000 Penalty: 5918.407715
	Iteration 54Q: 3 clusters Score -1.811038e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149905 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -18110384.000000 Penalty: 5918.407715
	Iteration 55Q: 3 clusters Score -1.811038e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149922 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -18110372.000000 Penalty: 5918.407715
	Iteration 56Q: 3 clusters Score -1.811037e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149937 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -18110370.000000 Penalty: 5918.407715
	Iteration 57Q: 3 clusters Score -1.811037e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149961 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -18110366.000000 Penalty: 5918.407715
	Iteration 58Q: 3 clusters Score -1.811037e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149981 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -18110380.000000 Penalty: 5918.407715
	Iteration 59Q: 3 clusters Score -1.811038e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149993 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -18110380.000000 Penalty: 5918.407715
	Iteration 60F: 3 clusters Score -1.811038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150001 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -18110376.000000 Penalty: 5918.407715
	Iteration 61Q: 3 clusters Score -1.811038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150007 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -18110380.000000 Penalty: 5918.407715
	Iteration 62Q: 3 clusters Score -1.811038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150011 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -18110380.000000 Penalty: 5918.407715
	Iteration 63Q: 3 clusters Score -1.811038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150016 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -18110372.000000 Penalty: 5918.407715
	Iteration 64Q: 3 clusters Score -1.811037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150020 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -18110376.000000 Penalty: 5918.407715
	Iteration 65Q: 3 clusters Score -1.811038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150027 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -18110384.000000 Penalty: 5918.407715
	Iteration 66Q: 3 clusters Score -1.811038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150030 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -18110390.000000 Penalty: 5918.407715
	Iteration 67Q: 3 clusters Score -1.811039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150034 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -18110384.000000 Penalty: 5918.407715
	Iteration 68Q: 3 clusters Score -1.811038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150036 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -18110390.000000 Penalty: 5918.407715
	Iteration 69Q: 3 clusters Score -1.811039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150040 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -18110382.000000 Penalty: 5918.407715
	Iteration 70Q: 3 clusters Score -1.811038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150045 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -18110378.000000 Penalty: 5918.407715
	Iteration 71Q: 3 clusters Score -1.811038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150051 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -18110382.000000 Penalty: 5918.407715
	Iteration 72Q: 3 clusters Score -1.811038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150057 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -18110382.000000 Penalty: 5918.407715
	Iteration 73Q: 3 clusters Score -1.811038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150062 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -18110396.000000 Penalty: 5918.407715
	Iteration 74Q: 3 clusters Score -1.81104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150064 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -18110390.000000 Penalty: 5918.407715
	Iteration 75Q: 3 clusters Score -1.811039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150069 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -18110392.000000 Penalty: 5918.407715
	Iteration 76Q: 3 clusters Score -1.811039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150075 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -18110396.000000 Penalty: 5918.407715
	Iteration 77Q: 3 clusters Score -1.81104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150079 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -18110404.000000 Penalty: 5918.407715
	Iteration 78Q: 3 clusters Score -1.81104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150082 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -18110406.000000 Penalty: 5918.407715
	Iteration 79Q: 3 clusters Score -1.811041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150083 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -18110406.000000 Penalty: 5918.407715
	Iteration 80F: 3 clusters Score -1.811041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150087 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -18110394.000000 Penalty: 5918.407715
	Iteration 81Q: 3 clusters Score -1.811039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150090 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -18110394.000000 Penalty: 5918.407715
	Iteration 82Q: 3 clusters Score -1.811039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150092 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -18110394.000000 Penalty: 5918.407715
	Iteration 83Q: 3 clusters Score -1.811039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150093 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -18110398.000000 Penalty: 5918.407715
	Iteration 84Q: 3 clusters Score -1.81104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150093 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -18110398.000000 Penalty: 5918.407715
	Iteration 85F: 3 clusters Score -1.81104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Entering Unmasked Estep 
Score: -1837155.875000 Penalty: 2389.809082
	Iteration 0F: 2 clusters Score -1837156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1826149.875000 Penalty: 4779.618164
	Iteration 0F: 3 clusters Score -1826150 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1829587.000000 Penalty: 4779.618164
	Iteration 1F: 3 clusters Score -1829587 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1829923.500000 Penalty: 4779.618164
	Iteration 2F: 3 clusters Score -1829924 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1830176.375000 Penalty: 4779.618164
	Iteration 3Q: 3 clusters Score -1830176 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1830349.375000 Penalty: 4779.618164
	Iteration 4Q: 3 clusters Score -1830349 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1830512.500000 Penalty: 4779.618164
	Iteration 5Q: 3 clusters Score -1830512 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1830659.875000 Penalty: 4779.618164
	Iteration 6Q: 3 clusters Score -1830660 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1830794.500000 Penalty: 4779.618164
	Iteration 7Q: 3 clusters Score -1830794 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1830943.000000 Penalty: 4779.618164
	Iteration 8Q: 3 clusters Score -1830943 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1831107.625000 Penalty: 4779.618164
	Iteration 9Q: 3 clusters Score -1831108 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1831274.625000 Penalty: 4779.618164
	Iteration 10Q: 3 clusters Score -1831275 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1831418.000000 Penalty: 4779.618164
	Iteration 11Q: 3 clusters Score -1831418 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1831561.250000 Penalty: 4779.618164
	Iteration 12Q: 3 clusters Score -1831561 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1831699.625000 Penalty: 4779.618164
	Iteration 13Q: 3 clusters Score -1831700 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1831820.125000 Penalty: 4779.618164
	Iteration 14Q: 3 clusters Score -1831820 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1831940.125000 Penalty: 4779.618164
	Iteration 15Q: 3 clusters Score -1831940 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1832061.875000 Penalty: 4779.618164
	Iteration 16Q: 3 clusters Score -1832062 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1832185.125000 Penalty: 4779.618164
	Iteration 17Q: 3 clusters Score -1832185 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1832309.500000 Penalty: 4779.618164
	Iteration 18Q: 3 clusters Score -1832310 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1832432.375000 Penalty: 4779.618164
	Iteration 19Q: 3 clusters Score -1832432 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1832582.500000 Penalty: 4779.618164
	Iteration 20F: 3 clusters Score -1832582 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1832754.000000 Penalty: 4779.618164
	Iteration 21Q: 3 clusters Score -1832754 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1832903.500000 Penalty: 4779.618164
	Iteration 22Q: 3 clusters Score -1832904 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1833092.625000 Penalty: 4779.618164
	Iteration 23Q: 3 clusters Score -1833093 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1833294.250000 Penalty: 4779.618164
	Iteration 24Q: 3 clusters Score -1833294 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1833492.250000 Penalty: 4779.618164
	Iteration 25Q: 3 clusters Score -1833492 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1833705.625000 Penalty: 4779.618164
	Iteration 26Q: 3 clusters Score -1833706 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1833944.750000 Penalty: 4779.618164
	Iteration 27Q: 3 clusters Score -1833945 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1834134.250000 Penalty: 4779.618164
	Iteration 28Q: 3 clusters Score -1834134 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1834318.875000 Penalty: 4779.618164
	Iteration 29Q: 3 clusters Score -1834319 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1834495.125000 Penalty: 4779.618164
	Iteration 30Q: 3 clusters Score -1834495 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1834635.875000 Penalty: 4779.618164
	Iteration 31Q: 3 clusters Score -1834636 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1834763.750000 Penalty: 4779.618164
	Iteration 32Q: 3 clusters Score -1834764 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1834871.875000 Penalty: 4779.618164
	Iteration 33Q: 3 clusters Score -1834872 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1834941.125000 Penalty: 4779.618164
	Iteration 34Q: 3 clusters Score -1834941 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1834983.875000 Penalty: 4779.618164
	Iteration 35Q: 3 clusters Score -1834984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1835020.250000 Penalty: 4779.618164
	Iteration 36Q: 3 clusters Score -1835020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -1835056.750000 Penalty: 4779.618164
	Iteration 37Q: 3 clusters Score -1835057 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1835086.000000 Penalty: 4779.618164
	Iteration 38Q: 3 clusters Score -1835086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1835106.250000 Penalty: 4779.618164
	Iteration 39Q: 3 clusters Score -1835106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1835114.375000 Penalty: 4779.618164
	Iteration 40F: 3 clusters Score -1835114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1835120.875000 Penalty: 4779.618164
	Iteration 41Q: 3 clusters Score -1835121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1835131.000000 Penalty: 4779.618164
	Iteration 42Q: 3 clusters Score -1835131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1835133.500000 Penalty: 4779.618164
	Iteration 43Q: 3 clusters Score -1835134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -1835134.250000 Penalty: 4779.618164
	Iteration 44Q: 3 clusters Score -1835134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1835137.250000 Penalty: 4779.618164
	Iteration 45Q: 3 clusters Score -1835137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1835144.875000 Penalty: 4779.618164
	Iteration 46Q: 3 clusters Score -1835145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1835147.875000 Penalty: 4779.618164
	Iteration 47Q: 3 clusters Score -1835148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1835149.500000 Penalty: 4779.618164
	Iteration 48Q: 3 clusters Score -1835150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1835149.625000 Penalty: 4779.618164
	Iteration 49Q: 3 clusters Score -1835150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1835149.375000 Penalty: 4779.618164
	Iteration 50Q: 3 clusters Score -1835149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1835149.375000 Penalty: 4779.618164
	Iteration 51F: 3 clusters Score -1835149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -119996.203125 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -119996.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -117983.328125 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -117983.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -118402.710938 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -118402.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -118562.101562 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -118562.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -118629.460938 Penalty: 3477.114746
	Iteration 3Q: 3 clusters Score -118629.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -118695.343750 Penalty: 3477.114746
	Iteration 4Q: 3 clusters Score -118695.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -118737.953125 Penalty: 3477.114746
	Iteration 5Q: 3 clusters Score -118738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -118767.718750 Penalty: 3477.114746
	Iteration 6Q: 3 clusters Score -118767.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -118786.539062 Penalty: 3477.114746
	Iteration 7Q: 3 clusters Score -118786.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -118818.640625 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -118818.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -118862.398438 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -118862.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -118919.304688 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -118919.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -118969.992188 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -118970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -119010.039062 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -119010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -119057.632812 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -119057.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -119125.343750 Penalty: 3477.114746
	Iteration 14Q: 3 clusters Score -119125.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -119321.609375 Penalty: 3477.114746
	Iteration 15Q: 3 clusters Score -119321.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -119444.601562 Penalty: 3477.114746
	Iteration 16Q: 3 clusters Score -119444.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -119466.039062 Penalty: 3477.114746
	Iteration 17Q: 3 clusters Score -119466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -119474.898438 Penalty: 3477.114746
	Iteration 18Q: 3 clusters Score -119474.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -119477.148438 Penalty: 3477.114746
	Iteration 19Q: 3 clusters Score -119477.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -119479.250000 Penalty: 3477.114746
	Iteration 20F: 3 clusters Score -119479.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2243 members 
Mstep: Class 3 contains 26738 members 
Mstep: Class 4 contains 15627 members 
Mstep: Class 5 contains 29257 members 
Mstep: Class 6 contains 21453 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 89845 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5192 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 4859 members 
Mstep: Class 15 contains 42906 members 
Mstep: Class 16 contains 33823 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10289 members 
Mstep: Class 19 contains 213467 members 
Mstep: Class 20 contains 152097 members 
Mstep: Class 21 contains 15311 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80053056.000000 Penalty: 73299.523438
Iteration 439Q: 23 clusters Score -8.005306e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2242 members 
Mstep: Class 3 contains 26726 members 
Mstep: Class 4 contains 15629 members 
Mstep: Class 5 contains 29281 members 
Mstep: Class 6 contains 21453 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 89869 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 4531 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5193 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 4858 members 
Mstep: Class 15 contains 42910 members 
Mstep: Class 16 contains 33823 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10294 members 
Mstep: Class 19 contains 213485 members 
Mstep: Class 20 contains 152030 members 
Mstep: Class 21 contains 15312 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80053064.000000 Penalty: 73299.523438
Iteration 440F: 23 clusters Score -8.005306e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2243 members 
Mstep: Class 3 contains 26722 members 
Mstep: Class 4 contains 15633 members 
Mstep: Class 5 contains 29297 members 
Mstep: Class 6 contains 21451 members 
Mstep: Class 7 contains 1716 members 
Mstep: Class 8 contains 89903 members 
Mstep: Class 9 contains 5689 members 
Mstep: Class 10 contains 4538 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5195 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 4858 members 
Mstep: Class 15 contains 42916 members 
Mstep: Class 16 contains 33833 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10295 members 
Mstep: Class 19 contains 213486 members 
Mstep: Class 20 contains 151951 members 
Mstep: Class 21 contains 15316 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052832.000000 Penalty: 73299.523438
Iteration 441Q: 23 clusters Score -8.005283e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2241 members 
Mstep: Class 3 contains 26717 members 
Mstep: Class 4 contains 15637 members 
Mstep: Class 5 contains 29308 members 
Mstep: Class 6 contains 21449 members 
Mstep: Class 7 contains 1716 members 
Mstep: Class 8 contains 89932 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5197 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 4859 members 
Mstep: Class 15 contains 42922 members 
Mstep: Class 16 contains 33838 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10299 members 
Mstep: Class 19 contains 213487 members 
Mstep: Class 20 contains 151893 members 
Mstep: Class 21 contains 15317 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052848.000000 Penalty: 73299.523438
Iteration 442Q: 23 clusters Score -8.005285e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2240 members 
Mstep: Class 3 contains 26708 members 
Mstep: Class 4 contains 15633 members 
Mstep: Class 5 contains 29322 members 
Mstep: Class 6 contains 21448 members 
Mstep: Class 7 contains 1716 members 
Mstep: Class 8 contains 89951 members 
Mstep: Class 9 contains 5689 members 
Mstep: Class 10 contains 4547 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5194 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 4861 members 
Mstep: Class 15 contains 42934 members 
Mstep: Class 16 contains 33841 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10306 members 
Mstep: Class 19 contains 213488 members 
Mstep: Class 20 contains 151847 members 
Mstep: Class 21 contains 15317 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052824.000000 Penalty: 73299.523438
Iteration 443Q: 23 clusters Score -8.005282e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2240 members 
Mstep: Class 3 contains 26707 members 
Mstep: Class 4 contains 15636 members 
Mstep: Class 5 contains 29333 members 
Mstep: Class 6 contains 21444 members 
Mstep: Class 7 contains 1716 members 
Mstep: Class 8 contains 89968 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 4559 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5200 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 4859 members 
Mstep: Class 15 contains 42950 members 
Mstep: Class 16 contains 33838 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10306 members 
Mstep: Class 19 contains 213478 members 
Mstep: Class 20 contains 151801 members 
Mstep: Class 21 contains 15319 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052712.000000 Penalty: 73299.523438
Iteration 444Q: 23 clusters Score -8.005271e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2241 members 
Mstep: Class 3 contains 26701 members 
Mstep: Class 4 contains 15634 members 
Mstep: Class 5 contains 29349 members 
Mstep: Class 6 contains 21440 members 
Mstep: Class 7 contains 1716 members 
Mstep: Class 8 contains 89976 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 4570 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5202 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 4858 members 
Mstep: Class 15 contains 42959 members 
Mstep: Class 16 contains 33845 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10306 members 
Mstep: Class 19 contains 213488 members 
Mstep: Class 20 contains 151747 members 
Mstep: Class 21 contains 15322 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052680.000000 Penalty: 73299.523438
Iteration 445Q: 23 clusters Score -8.005268e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2239 members 
Mstep: Class 3 contains 26692 members 
Mstep: Class 4 contains 15634 members 
Mstep: Class 5 contains 29362 members 
Mstep: Class 6 contains 21436 members 
Mstep: Class 7 contains 1716 members 
Mstep: Class 8 contains 89988 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 4574 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5202 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 4861 members 
Mstep: Class 15 contains 42972 members 
Mstep: Class 16 contains 33841 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10306 members 
Mstep: Class 19 contains 213498 members 
Mstep: Class 20 contains 151710 members 
Mstep: Class 21 contains 15323 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052664.000000 Penalty: 73299.523438
Iteration 446Q: 23 clusters Score -8.005266e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2239 members 
Mstep: Class 3 contains 26685 members 
Mstep: Class 4 contains 15635 members 
Mstep: Class 5 contains 29374 members 
Mstep: Class 6 contains 21437 members 
Mstep: Class 7 contains 1716 members 
Mstep: Class 8 contains 89992 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 4581 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 4863 members 
Mstep: Class 15 contains 42987 members 
Mstep: Class 16 contains 33847 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10309 members 
Mstep: Class 19 contains 213444 members 
Mstep: Class 20 contains 151721 members 
Mstep: Class 21 contains 15321 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052496.000000 Penalty: 73299.523438
Iteration 447Q: 23 clusters Score -8.00525e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2238 members 
Mstep: Class 3 contains 26677 members 
Mstep: Class 4 contains 15633 members 
Mstep: Class 5 contains 29389 members 
Mstep: Class 6 contains 21447 members 
Mstep: Class 7 contains 1716 members 
Mstep: Class 8 contains 89991 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 4586 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5206 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 4864 members 
Mstep: Class 15 contains 43002 members 
Mstep: Class 16 contains 33851 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10309 members 
Mstep: Class 19 contains 213436 members 
Mstep: Class 20 contains 151687 members 
Mstep: Class 21 contains 15322 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052552.000000 Penalty: 73299.523438
Iteration 448Q: 23 clusters Score -8.005255e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 26671 members 
Mstep: Class 4 contains 15638 members 
Mstep: Class 5 contains 29408 members 
Mstep: Class 6 contains 21452 members 
Mstep: Class 7 contains 1715 members 
Mstep: Class 8 contains 89994 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 4588 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5207 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 4862 members 
Mstep: Class 15 contains 43011 members 
Mstep: Class 16 contains 33863 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10317 members 
Mstep: Class 19 contains 213425 members 
Mstep: Class 20 contains 151644 members 
Mstep: Class 21 contains 15322 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052536.000000 Penalty: 73299.523438
Iteration 449Q: 23 clusters Score -8.005254e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 26661 members 
Mstep: Class 4 contains 15643 members 
Mstep: Class 5 contains 29426 members 
Mstep: Class 6 contains 21451 members 
Mstep: Class 7 contains 1715 members 
Mstep: Class 8 contains 89991 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 4588 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5210 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 4855 members 
Mstep: Class 15 contains 43012 members 
Mstep: Class 16 contains 33861 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10318 members 
Mstep: Class 19 contains 213420 members 
Mstep: Class 20 contains 151643 members 
Mstep: Class 21 contains 15323 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052560.000000 Penalty: 73299.523438
Iteration 450Q: 23 clusters Score -8.005256e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 26656 members 
Mstep: Class 4 contains 15644 members 
Mstep: Class 5 contains 29445 members 
Mstep: Class 6 contains 21445 members 
Mstep: Class 7 contains 1716 members 
Mstep: Class 8 contains 89997 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 4589 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5211 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 4855 members 
Mstep: Class 15 contains 43017 members 
Mstep: Class 16 contains 33856 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10324 members 
Mstep: Class 19 contains 213396 members 
Mstep: Class 20 contains 151642 members 
Mstep: Class 21 contains 15325 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052552.000000 Penalty: 73299.523438
Iteration 451Q: 23 clusters Score -8.005255e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 26644 members 
Mstep: Class 4 contains 15641 members 
Mstep: Class 5 contains 29469 members 
Mstep: Class 6 contains 21440 members 
Mstep: Class 7 contains 1715 members 
Mstep: Class 8 contains 90010 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5210 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 4857 members 
Mstep: Class 15 contains 43027 members 
Mstep: Class 16 contains 33852 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10330 members 
Mstep: Class 19 contains 213355 members 
Mstep: Class 20 contains 151651 members 
Mstep: Class 21 contains 15326 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052504.000000 Penalty: 73299.523438
Iteration 452Q: 23 clusters Score -8.00525e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 26634 members 
Mstep: Class 4 contains 15641 members 
Mstep: Class 5 contains 29492 members 
Mstep: Class 6 contains 21438 members 
Mstep: Class 7 contains 1715 members 
Mstep: Class 8 contains 90011 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5209 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 4855 members 
Mstep: Class 15 contains 43039 members 
Mstep: Class 16 contains 33849 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10335 members 
Mstep: Class 19 contains 213353 members 
Mstep: Class 20 contains 151629 members 
Mstep: Class 21 contains 15325 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052504.000000 Penalty: 73299.523438
Iteration 453Q: 23 clusters Score -8.00525e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 26622 members 
Mstep: Class 4 contains 15645 members 
Mstep: Class 5 contains 29503 members 
Mstep: Class 6 contains 21439 members 
Mstep: Class 7 contains 1716 members 
Mstep: Class 8 contains 90008 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 4594 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5210 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 4853 members 
Mstep: Class 15 contains 43048 members 
Mstep: Class 16 contains 33845 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10334 members 
Mstep: Class 19 contains 213325 members 
Mstep: Class 20 contains 151651 members 
Mstep: Class 21 contains 15324 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052600.000000 Penalty: 73299.523438
Iteration 454Q: 23 clusters Score -8.00526e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 26612 members 
Mstep: Class 4 contains 15643 members 
Mstep: Class 5 contains 29517 members 
Mstep: Class 6 contains 21437 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 90028 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5209 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 4855 members 
Mstep: Class 15 contains 43060 members 
Mstep: Class 16 contains 33845 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10332 members 
Mstep: Class 19 contains 213289 members 
Mstep: Class 20 contains 151654 members 
Mstep: Class 21 contains 15325 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052520.000000 Penalty: 73299.523438
Iteration 455Q: 23 clusters Score -8.005252e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 26607 members 
Mstep: Class 4 contains 15641 members 
Mstep: Class 5 contains 29531 members 
Mstep: Class 6 contains 21436 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 90042 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 4594 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5209 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 4854 members 
Mstep: Class 15 contains 43073 members 
Mstep: Class 16 contains 33841 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10336 members 
Mstep: Class 19 contains 213251 members 
Mstep: Class 20 contains 151658 members 
Mstep: Class 21 contains 15326 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052448.000000 Penalty: 73299.523438
Iteration 456Q: 23 clusters Score -8.005245e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 26602 members 
Mstep: Class 4 contains 15645 members 
Mstep: Class 5 contains 29551 members 
Mstep: Class 6 contains 21438 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 90045 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 4594 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5210 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4854 members 
Mstep: Class 15 contains 43082 members 
Mstep: Class 16 contains 33847 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10337 members 
Mstep: Class 19 contains 213237 members 
Mstep: Class 20 contains 151629 members 
Mstep: Class 21 contains 15327 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052568.000000 Penalty: 73299.523438
Iteration 457Q: 23 clusters Score -8.005257e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 26600 members 
Mstep: Class 4 contains 15646 members 
Mstep: Class 5 contains 29562 members 
Mstep: Class 6 contains 21442 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 90061 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5210 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4854 members 
Mstep: Class 15 contains 43087 members 
Mstep: Class 16 contains 33859 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10337 members 
Mstep: Class 19 contains 213217 members 
Mstep: Class 20 contains 151603 members 
Mstep: Class 21 contains 15326 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052456.000000 Penalty: 73299.523438
Iteration 458Q: 23 clusters Score -8.005246e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 26592 members 
Mstep: Class 4 contains 15649 members 
Mstep: Class 5 contains 29573 members 
Mstep: Class 6 contains 21446 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 90093 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 4594 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5213 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4849 members 
Mstep: Class 15 contains 43087 members 
Mstep: Class 16 contains 33867 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10337 members 
Mstep: Class 19 contains 213208 members 
Mstep: Class 20 contains 151567 members 
Mstep: Class 21 contains 15325 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052464.000000 Penalty: 73299.523438
Iteration 459Q: 23 clusters Score -8.005246e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2235 members 
Mstep: Class 3 contains 26589 members 
Mstep: Class 4 contains 15657 members 
Mstep: Class 5 contains 29580 members 
Mstep: Class 6 contains 21451 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 90109 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5213 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4845 members 
Mstep: Class 15 contains 43086 members 
Mstep: Class 16 contains 33873 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10340 members 
Mstep: Class 19 contains 213220 members 
Mstep: Class 20 contains 151518 members 
Mstep: Class 21 contains 15325 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052320.000000 Penalty: 73299.523438
Iteration 460F: 23 clusters Score -8.005232e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2234 members 
Mstep: Class 3 contains 26582 members 
Mstep: Class 4 contains 15659 members 
Mstep: Class 5 contains 29595 members 
Mstep: Class 6 contains 21451 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 90131 members 
Mstep: Class 9 contains 5687 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5213 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4843 members 
Mstep: Class 15 contains 43081 members 
Mstep: Class 16 contains 33881 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 213244 members 
Mstep: Class 20 contains 151461 members 
Mstep: Class 21 contains 15326 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052280.000000 Penalty: 73299.523438
Iteration 461Q: 23 clusters Score -8.005228e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2235 members 
Mstep: Class 3 contains 26582 members 
Mstep: Class 4 contains 15666 members 
Mstep: Class 5 contains 29608 members 
Mstep: Class 6 contains 21451 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 90156 members 
Mstep: Class 9 contains 5687 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5215 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 43083 members 
Mstep: Class 16 contains 33895 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10338 members 
Mstep: Class 19 contains 213227 members 
Mstep: Class 20 contains 151420 members 
Mstep: Class 21 contains 15325 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052248.000000 Penalty: 73299.523438
Iteration 462Q: 23 clusters Score -8.005225e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 26583 members 
Mstep: Class 4 contains 15668 members 
Mstep: Class 5 contains 29626 members 
Mstep: Class 6 contains 21453 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 90184 members 
Mstep: Class 9 contains 5687 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5213 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4838 members 
Mstep: Class 15 contains 43089 members 
Mstep: Class 16 contains 33898 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10340 members 
Mstep: Class 19 contains 213199 members 
Mstep: Class 20 contains 151391 members 
Mstep: Class 21 contains 15324 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052232.000000 Penalty: 73299.523438
Iteration 463Q: 23 clusters Score -8.005223e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 26583 members 
Mstep: Class 4 contains 15672 members 
Mstep: Class 5 contains 29644 members 
Mstep: Class 6 contains 21453 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 90204 members 
Mstep: Class 9 contains 5687 members 
Mstep: Class 10 contains 4594 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5213 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4837 members 
Mstep: Class 15 contains 43088 members 
Mstep: Class 16 contains 33900 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10342 members 
Mstep: Class 19 contains 213170 members 
Mstep: Class 20 contains 151378 members 
Mstep: Class 21 contains 15323 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052264.000000 Penalty: 73299.523438
Iteration 464Q: 23 clusters Score -8.005226e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 26581 members 
Mstep: Class 4 contains 15673 members 
Mstep: Class 5 contains 29666 members 
Mstep: Class 6 contains 21458 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 90212 members 
Mstep: Class 9 contains 5687 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5212 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 43091 members 
Mstep: Class 16 contains 33900 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10343 members 
Mstep: Class 19 contains 213150 members 
Mstep: Class 20 contains 151361 members 
Mstep: Class 21 contains 15324 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 465Q: 23 clusters Score -8.005231e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 26582 members 
Mstep: Class 4 contains 15674 members 
Mstep: Class 5 contains 29687 members 
Mstep: Class 6 contains 21459 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 90221 members 
Mstep: Class 9 contains 5686 members 
Mstep: Class 10 contains 4594 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5215 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 43097 members 
Mstep: Class 16 contains 33901 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10344 members 
Mstep: Class 19 contains 213141 members 
Mstep: Class 20 contains 151326 members 
Mstep: Class 21 contains 15324 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 466Q: 23 clusters Score -8.005233e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 26580 members 
Mstep: Class 4 contains 15673 members 
Mstep: Class 5 contains 29706 members 
Mstep: Class 6 contains 21465 members 
Mstep: Class 7 contains 1720 members 
Mstep: Class 8 contains 90225 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5215 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 43103 members 
Mstep: Class 16 contains 33902 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10343 members 
Mstep: Class 19 contains 213154 members 
Mstep: Class 20 contains 151283 members 
Mstep: Class 21 contains 15323 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 467Q: 23 clusters Score -8.005229e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 26579 members 
Mstep: Class 4 contains 15675 members 
Mstep: Class 5 contains 29736 members 
Mstep: Class 6 contains 21469 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 90236 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5215 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4837 members 
Mstep: Class 15 contains 43101 members 
Mstep: Class 16 contains 33904 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10344 members 
Mstep: Class 19 contains 213149 members 
Mstep: Class 20 contains 151233 members 
Mstep: Class 21 contains 15326 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
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Iteration 468Q: 23 clusters Score -8.005214e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 26581 members 
Mstep: Class 4 contains 15678 members 
Mstep: Class 5 contains 29772 members 
Mstep: Class 6 contains 21474 members 
Mstep: Class 7 contains 1720 members 
Mstep: Class 8 contains 90252 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4603 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5218 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 43100 members 
Mstep: Class 16 contains 33908 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10343 members 
Mstep: Class 19 contains 213146 members 
Mstep: Class 20 contains 151164 members 
Mstep: Class 21 contains 15327 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
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Iteration 469Q: 23 clusters Score -8.005223e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2235 members 
Mstep: Class 3 contains 26581 members 
Mstep: Class 4 contains 15683 members 
Mstep: Class 5 contains 29798 members 
Mstep: Class 6 contains 21470 members 
Mstep: Class 7 contains 1720 members 
Mstep: Class 8 contains 90266 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5217 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 43099 members 
Mstep: Class 16 contains 33913 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10344 members 
Mstep: Class 19 contains 213120 members 
Mstep: Class 20 contains 151141 members 
Mstep: Class 21 contains 15326 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052280.000000 Penalty: 73299.523438
Iteration 470Q: 23 clusters Score -8.005228e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2233 members 
Mstep: Class 3 contains 26583 members 
Mstep: Class 4 contains 15690 members 
Mstep: Class 5 contains 29828 members 
Mstep: Class 6 contains 21473 members 
Mstep: Class 7 contains 1720 members 
Mstep: Class 8 contains 90270 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4612 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5218 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 43101 members 
Mstep: Class 16 contains 33914 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10342 members 
Mstep: Class 19 contains 213076 members 
Mstep: Class 20 contains 151136 members 
Mstep: Class 21 contains 15326 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052192.000000 Penalty: 73299.523438
Iteration 471Q: 23 clusters Score -8.005219e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2231 members 
Mstep: Class 3 contains 26589 members 
Mstep: Class 4 contains 15692 members 
Mstep: Class 5 contains 29853 members 
Mstep: Class 6 contains 21474 members 
Mstep: Class 7 contains 1720 members 
Mstep: Class 8 contains 90271 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4616 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5221 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 43100 members 
Mstep: Class 16 contains 33912 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10343 members 
Mstep: Class 19 contains 213023 members 
Mstep: Class 20 contains 151153 members 
Mstep: Class 21 contains 15324 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052352.000000 Penalty: 73299.523438
Iteration 472Q: 23 clusters Score -8.005235e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2233 members 
Mstep: Class 3 contains 26592 members 
Mstep: Class 4 contains 15695 members 
Mstep: Class 5 contains 29870 members 
Mstep: Class 6 contains 21473 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 90266 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4619 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5221 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4837 members 
Mstep: Class 15 contains 43097 members 
Mstep: Class 16 contains 33912 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10344 members 
Mstep: Class 19 contains 212979 members 
Mstep: Class 20 contains 151176 members 
Mstep: Class 21 contains 15324 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052384.000000 Penalty: 73299.523438
Iteration 473Q: 23 clusters Score -8.005238e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2233 members 
Mstep: Class 3 contains 26594 members 
Mstep: Class 4 contains 15697 members 
Mstep: Class 5 contains 29881 members 
Mstep: Class 6 contains 21476 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 90264 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4619 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4837 members 
Mstep: Class 15 contains 43101 members 
Mstep: Class 16 contains 33914 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 212938 members 
Mstep: Class 20 contains 151193 members 
Mstep: Class 21 contains 15326 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052384.000000 Penalty: 73299.523438
Iteration 474Q: 23 clusters Score -8.005238e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2233 members 
Mstep: Class 3 contains 26588 members 
Mstep: Class 4 contains 15701 members 
Mstep: Class 5 contains 29900 members 
Mstep: Class 6 contains 21475 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 90266 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4621 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5226 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4834 members 
Mstep: Class 15 contains 43105 members 
Mstep: Class 16 contains 33919 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10342 members 
Mstep: Class 19 contains 212935 members 
Mstep: Class 20 contains 151167 members 
Mstep: Class 21 contains 15326 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052440.000000 Penalty: 73299.523438
Iteration 475Q: 23 clusters Score -8.005244e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 26591 members 
Mstep: Class 4 contains 15707 members 
Mstep: Class 5 contains 29918 members 
Mstep: Class 6 contains 21476 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 90263 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4622 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5228 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4834 members 
Mstep: Class 15 contains 43102 members 
Mstep: Class 16 contains 33918 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10344 members 
Mstep: Class 19 contains 212931 members 
Mstep: Class 20 contains 151145 members 
Mstep: Class 21 contains 15326 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052392.000000 Penalty: 73299.523438
Iteration 476Q: 23 clusters Score -8.005239e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 26595 members 
Mstep: Class 4 contains 15710 members 
Mstep: Class 5 contains 29941 members 
Mstep: Class 6 contains 21482 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 90275 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4624 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5228 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 43101 members 
Mstep: Class 16 contains 33919 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10345 members 
Mstep: Class 19 contains 212904 members 
Mstep: Class 20 contains 151123 members 
Mstep: Class 21 contains 15324 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052320.000000 Penalty: 73299.523438
Iteration 477Q: 23 clusters Score -8.005232e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 26600 members 
Mstep: Class 4 contains 15711 members 
Mstep: Class 5 contains 29962 members 
Mstep: Class 6 contains 21483 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 90280 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4623 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5226 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4838 members 
Mstep: Class 15 contains 43101 members 
Mstep: Class 16 contains 33919 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 212878 members 
Mstep: Class 20 contains 151115 members 
Mstep: Class 21 contains 15323 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052472.000000 Penalty: 73299.523438
Iteration 478Q: 23 clusters Score -8.005247e+07 nChanged 206
Entering ConstructFrom: 
Score: -80052472.000000 Penalty: 73299.523438
Entering ConstructFrom: 
Trying to split cluster 1 (4674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Entering Unmasked Estep 
Score: -535560.500000 Penalty: 2095.543213
	Iteration 0F: 2 clusters Score -535560.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -531269.375000 Penalty: 4191.086426
	Iteration 0F: 3 clusters Score -531269.4 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -532192.875000 Penalty: 4191.086426
	Iteration 1F: 3 clusters Score -532192.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -532455.937500 Penalty: 4191.086426
	Iteration 2F: 3 clusters Score -532455.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -532748.500000 Penalty: 4191.086426
	Iteration 3F: 3 clusters Score -532748.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -533056.500000 Penalty: 4191.086426
	Iteration 4F: 3 clusters Score -533056.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -533335.375000 Penalty: 4191.086426
	Iteration 5F: 3 clusters Score -533335.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -533508.750000 Penalty: 4191.086426
	Iteration 6F: 3 clusters Score -533508.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -533644.250000 Penalty: 4191.086426
	Iteration 7Q: 3 clusters Score -533644.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -533737.687500 Penalty: 4191.086426
	Iteration 8Q: 3 clusters Score -533737.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -533808.687500 Penalty: 4191.086426
	Iteration 9Q: 3 clusters Score -533808.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -533877.812500 Penalty: 4191.086426
	Iteration 10Q: 3 clusters Score -533877.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -533949.875000 Penalty: 4191.086426
	Iteration 11Q: 3 clusters Score -533949.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -534004.562500 Penalty: 4191.086426
	Iteration 12Q: 3 clusters Score -534004.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -534046.500000 Penalty: 4191.086426
	Iteration 13Q: 3 clusters Score -534046.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -534077.250000 Penalty: 4191.086426
	Iteration 14Q: 3 clusters Score -534077.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -534103.687500 Penalty: 4191.086426
	Iteration 15Q: 3 clusters Score -534103.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -534128.250000 Penalty: 4191.086426
	Iteration 16Q: 3 clusters Score -534128.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -534143.937500 Penalty: 4191.086426
	Iteration 17Q: 3 clusters Score -534143.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -534154.750000 Penalty: 4191.086426
	Iteration 18Q: 3 clusters Score -534154.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -534165.250000 Penalty: 4191.086426
	Iteration 19Q: 3 clusters Score -534165.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -534178.125000 Penalty: 4191.086426
	Iteration 20F: 3 clusters Score -534178.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -534186.750000 Penalty: 4191.086426
	Iteration 21Q: 3 clusters Score -534186.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -534196.250000 Penalty: 4191.086426
	Iteration 22Q: 3 clusters Score -534196.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -534203.750000 Penalty: 4191.086426
	Iteration 23Q: 3 clusters Score -534203.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -534208.500000 Penalty: 4191.086426
	Iteration 24Q: 3 clusters Score -534208.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -534214.187500 Penalty: 4191.086426
	Iteration 25Q: 3 clusters Score -534214.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -534219.312500 Penalty: 4191.086426
	Iteration 26Q: 3 clusters Score -534219.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -534225.687500 Penalty: 4191.086426
	Iteration 27Q: 3 clusters Score -534225.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -534232.000000 Penalty: 4191.086426
	Iteration 28Q: 3 clusters Score -534232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -534235.687500 Penalty: 4191.086426
	Iteration 29Q: 3 clusters Score -534235.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -534241.687500 Penalty: 4191.086426
	Iteration 30Q: 3 clusters Score -534241.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -534247.187500 Penalty: 4191.086426
	Iteration 31Q: 3 clusters Score -534247.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -534252.750000 Penalty: 4191.086426
	Iteration 32Q: 3 clusters Score -534252.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -534254.625000 Penalty: 4191.086426
	Iteration 33Q: 3 clusters Score -534254.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -534257.812500 Penalty: 4191.086426
	Iteration 34Q: 3 clusters Score -534257.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -534258.625000 Penalty: 4191.086426
	Iteration 35Q: 3 clusters Score -534258.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -534260.625000 Penalty: 4191.086426
	Iteration 36Q: 3 clusters Score -534260.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -534261.937500 Penalty: 4191.086426
	Iteration 37Q: 3 clusters Score -534261.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -534264.000000 Penalty: 4191.086426
	Iteration 38Q: 3 clusters Score -534264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -534265.250000 Penalty: 4191.086426
	Iteration 39Q: 3 clusters Score -534265.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -534266.875000 Penalty: 4191.086426
	Iteration 40F: 3 clusters Score -534266.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -534268.062500 Penalty: 4191.086426
	Iteration 41Q: 3 clusters Score -534268.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -534270.687500 Penalty: 4191.086426
	Iteration 42Q: 3 clusters Score -534270.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -534272.562500 Penalty: 4191.086426
	Iteration 43Q: 3 clusters Score -534272.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -534275.125000 Penalty: 4191.086426
	Iteration 44Q: 3 clusters Score -534275.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -534276.125000 Penalty: 4191.086426
	Iteration 45Q: 3 clusters Score -534276.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -534277.562500 Penalty: 4191.086426
	Iteration 46Q: 3 clusters Score -534277.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -534277.937500 Penalty: 4191.086426
	Iteration 47Q: 3 clusters Score -534277.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -534280.250000 Penalty: 4191.086426
	Iteration 48Q: 3 clusters Score -534280.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -534281.000000 Penalty: 4191.086426
	Iteration 49Q: 3 clusters Score -534281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -534282.437500 Penalty: 4191.086426
	Iteration 50Q: 3 clusters Score -534282.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -534285.250000 Penalty: 4191.086426
	Iteration 51Q: 3 clusters Score -534285.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -534289.437500 Penalty: 4191.086426
	Iteration 52Q: 3 clusters Score -534289.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -534292.500000 Penalty: 4191.086426
	Iteration 53Q: 3 clusters Score -534292.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -534295.625000 Penalty: 4191.086426
	Iteration 54Q: 3 clusters Score -534295.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -534300.937500 Penalty: 4191.086426
	Iteration 55Q: 3 clusters Score -534300.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -534303.437500 Penalty: 4191.086426
	Iteration 56Q: 3 clusters Score -534303.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -534307.687500 Penalty: 4191.086426
	Iteration 57Q: 3 clusters Score -534307.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -534311.750000 Penalty: 4191.086426
	Iteration 58Q: 3 clusters Score -534311.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -534314.562500 Penalty: 4191.086426
	Iteration 59Q: 3 clusters Score -534314.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -534316.875000 Penalty: 4191.086426
	Iteration 60F: 3 clusters Score -534316.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -534318.125000 Penalty: 4191.086426
	Iteration 61Q: 3 clusters Score -534318.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -534318.812500 Penalty: 4191.086426
	Iteration 62Q: 3 clusters Score -534318.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -534320.000000 Penalty: 4191.086426
	Iteration 63Q: 3 clusters Score -534320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -534321.812500 Penalty: 4191.086426
	Iteration 64Q: 3 clusters Score -534321.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -534321.750000 Penalty: 4191.086426
	Iteration 65Q: 3 clusters Score -534321.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -534324.125000 Penalty: 4191.086426
	Iteration 66Q: 3 clusters Score -534324.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -534325.375000 Penalty: 4191.086426
	Iteration 67Q: 3 clusters Score -534325.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -534325.000000 Penalty: 4191.086426
	Iteration 68Q: 3 clusters Score -534325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -534326.062500 Penalty: 4191.086426
	Iteration 69Q: 3 clusters Score -534326.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -534326.125000 Penalty: 4191.086426
	Iteration 70Q: 3 clusters Score -534326.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -534326.125000 Penalty: 4191.086426
	Iteration 71F: 3 clusters Score -534326.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Entering Unmasked Estep 
Score: -252873.125000 Penalty: 1912.242065
	Iteration 0F: 2 clusters Score -252873.1 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 1076 members 
Entering Unmasked Estep 
Score: -250148.828125 Penalty: 3824.484131
	Iteration 0F: 3 clusters Score -250148.8 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -250669.656250 Penalty: 3824.484131
	Iteration 1F: 3 clusters Score -250669.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -250834.593750 Penalty: 3824.484131
	Iteration 2F: 3 clusters Score -250834.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -250968.890625 Penalty: 3824.484131
	Iteration 3F: 3 clusters Score -250968.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -251100.765625 Penalty: 3824.484131
	Iteration 4Q: 3 clusters Score -251100.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -251217.093750 Penalty: 3824.484131
	Iteration 5Q: 3 clusters Score -251217.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -251353.359375 Penalty: 3824.484131
	Iteration 6Q: 3 clusters Score -251353.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -251552.703125 Penalty: 3824.484131
	Iteration 7Q: 3 clusters Score -251552.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -251803.796875 Penalty: 3824.484131
	Iteration 8F: 3 clusters Score -251803.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -252038.281250 Penalty: 3824.484131
	Iteration 9F: 3 clusters Score -252038.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -252248.062500 Penalty: 3824.484131
	Iteration 10Q: 3 clusters Score -252248.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -252436.437500 Penalty: 3824.484131
	Iteration 11Q: 3 clusters Score -252436.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -252525.265625 Penalty: 3824.484131
	Iteration 12Q: 3 clusters Score -252525.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -252561.640625 Penalty: 3824.484131
	Iteration 13Q: 3 clusters Score -252561.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -252571.515625 Penalty: 3824.484131
	Iteration 14Q: 3 clusters Score -252571.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -252573.859375 Penalty: 3824.484131
	Iteration 15Q: 3 clusters Score -252573.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -252573.953125 Penalty: 3824.484131
	Iteration 16Q: 3 clusters Score -252574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -252575.703125 Penalty: 3824.484131
	Iteration 17Q: 3 clusters Score -252575.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -252576.687500 Penalty: 3824.484131
	Iteration 18Q: 3 clusters Score -252576.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -252576.687500 Penalty: 3824.484131
	Iteration 19F: 3 clusters Score -252576.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Entering Unmasked Estep 
Score: -3237452.500000 Penalty: 2526.863770
	Iteration 0F: 2 clusters Score -3237452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -3219104.000000 Penalty: 5053.727539
	Iteration 0F: 3 clusters Score -3219104 nChanged 11923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -3225424.500000 Penalty: 5053.727539
	Iteration 1F: 3 clusters Score -3225424 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3225862.500000 Penalty: 5053.727539
	Iteration 2Q: 3 clusters Score -3225862 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -3226236.750000 Penalty: 5053.727539
	Iteration 3Q: 3 clusters Score -3226237 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -3226604.000000 Penalty: 5053.727539
	Iteration 4Q: 3 clusters Score -3226604 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3226958.250000 Penalty: 5053.727539
	Iteration 5Q: 3 clusters Score -3226958 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -3227382.000000 Penalty: 5053.727539
	Iteration 6Q: 3 clusters Score -3227382 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -3227924.250000 Penalty: 5053.727539
	Iteration 7Q: 3 clusters Score -3227924 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -3228623.000000 Penalty: 5053.727539
	Iteration 8Q: 3 clusters Score -3228623 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -3229568.500000 Penalty: 5053.727539
	Iteration 9F: 3 clusters Score -3229568 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -3230673.000000 Penalty: 5053.727539
	Iteration 10F: 3 clusters Score -3230673 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -3231826.250000 Penalty: 5053.727539
	Iteration 11F: 3 clusters Score -3231826 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -3232839.500000 Penalty: 5053.727539
	Iteration 12Q: 3 clusters Score -3232840 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -3233593.500000 Penalty: 5053.727539
	Iteration 13Q: 3 clusters Score -3233594 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -3234125.750000 Penalty: 5053.727539
	Iteration 14Q: 3 clusters Score -3234126 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -3234536.250000 Penalty: 5053.727539
	Iteration 15Q: 3 clusters Score -3234536 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -3234824.250000 Penalty: 5053.727539
	Iteration 16Q: 3 clusters Score -3234824 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -3234983.250000 Penalty: 5053.727539
	Iteration 17Q: 3 clusters Score -3234983 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -3235078.750000 Penalty: 5053.727539
	Iteration 18Q: 3 clusters Score -3235079 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -3235127.750000 Penalty: 5053.727539
	Iteration 19Q: 3 clusters Score -3235128 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -3235164.000000 Penalty: 5053.727539
	Iteration 20F: 3 clusters Score -3235164 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -3235200.750000 Penalty: 5053.727539
	Iteration 21Q: 3 clusters Score -3235201 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -3235231.500000 Penalty: 5053.727539
	Iteration 22Q: 3 clusters Score -3235232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -3235246.750000 Penalty: 5053.727539
	Iteration 23Q: 3 clusters Score -3235247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -3235263.750000 Penalty: 5053.727539
	Iteration 24Q: 3 clusters Score -3235264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -3235275.750000 Penalty: 5053.727539
	Iteration 25Q: 3 clusters Score -3235276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -3235285.500000 Penalty: 5053.727539
	Iteration 26Q: 3 clusters Score -3235286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -3235291.750000 Penalty: 5053.727539
	Iteration 27Q: 3 clusters Score -3235292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -3235292.750000 Penalty: 5053.727539
	Iteration 28Q: 3 clusters Score -3235293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -3235297.250000 Penalty: 5053.727539
	Iteration 29Q: 3 clusters Score -3235297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -3235294.250000 Penalty: 5053.727539
	Iteration 30Q: 3 clusters Score -3235294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -3235298.500000 Penalty: 5053.727539
	Iteration 31Q: 3 clusters Score -3235298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -3235303.500000 Penalty: 5053.727539
	Iteration 32Q: 3 clusters Score -3235304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -3235307.000000 Penalty: 5053.727539
	Iteration 33Q: 3 clusters Score -3235307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -3235305.500000 Penalty: 5053.727539
	Iteration 34Q: 3 clusters Score -3235306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -3235310.750000 Penalty: 5053.727539
	Iteration 35Q: 3 clusters Score -3235311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -3235309.250000 Penalty: 5053.727539
	Iteration 36Q: 3 clusters Score -3235309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -3235311.250000 Penalty: 5053.727539
	Iteration 37Q: 3 clusters Score -3235311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -3235311.500000 Penalty: 5053.727539
	Iteration 38Q: 3 clusters Score -3235312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -3235312.000000 Penalty: 5053.727539
	Iteration 39Q: 3 clusters Score -3235312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -3235312.500000 Penalty: 5053.727539
	Iteration 40F: 3 clusters Score -3235312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -3235316.000000 Penalty: 5053.727539
	Iteration 41Q: 3 clusters Score -3235316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -3235318.000000 Penalty: 5053.727539
	Iteration 42Q: 3 clusters Score -3235318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -3235315.500000 Penalty: 5053.727539
	Iteration 43Q: 3 clusters Score -3235316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -3235315.000000 Penalty: 5053.727539
	Iteration 44Q: 3 clusters Score -3235315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -3235318.000000 Penalty: 5053.727539
	Iteration 45Q: 3 clusters Score -3235318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -3235318.000000 Penalty: 5053.727539
	Iteration 46F: 3 clusters Score -3235318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Entering Unmasked Estep 
Score: -1905659.625000 Penalty: 2396.220703
	Iteration 0F: 2 clusters Score -1905660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1894332.250000 Penalty: 4792.441406
	Iteration 0F: 3 clusters Score -1894332 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1897843.625000 Penalty: 4792.441406
	Iteration 1F: 3 clusters Score -1897844 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1898177.375000 Penalty: 4792.441406
	Iteration 2F: 3 clusters Score -1898177 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1898396.625000 Penalty: 4792.441406
	Iteration 3Q: 3 clusters Score -1898397 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1898565.500000 Penalty: 4792.441406
	Iteration 4Q: 3 clusters Score -1898566 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1898707.875000 Penalty: 4792.441406
	Iteration 5Q: 3 clusters Score -1898708 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1898862.875000 Penalty: 4792.441406
	Iteration 6Q: 3 clusters Score -1898863 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1899069.000000 Penalty: 4792.441406
	Iteration 7Q: 3 clusters Score -1899069 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1899333.375000 Penalty: 4792.441406
	Iteration 8Q: 3 clusters Score -1899333 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1899696.750000 Penalty: 4792.441406
	Iteration 9Q: 3 clusters Score -1899697 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1900197.000000 Penalty: 4792.441406
	Iteration 10Q: 3 clusters Score -1900197 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1900875.750000 Penalty: 4792.441406
	Iteration 11F: 3 clusters Score -1900876 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1901614.125000 Penalty: 4792.441406
	Iteration 12F: 3 clusters Score -1901614 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1902258.625000 Penalty: 4792.441406
	Iteration 13Q: 3 clusters Score -1902259 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1902800.875000 Penalty: 4792.441406
	Iteration 14Q: 3 clusters Score -1902801 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1903124.000000 Penalty: 4792.441406
	Iteration 15Q: 3 clusters Score -1903124 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1903297.000000 Penalty: 4792.441406
	Iteration 16Q: 3 clusters Score -1903297 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1903417.500000 Penalty: 4792.441406
	Iteration 17Q: 3 clusters Score -1903418 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1903494.750000 Penalty: 4792.441406
	Iteration 18Q: 3 clusters Score -1903495 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1903540.000000 Penalty: 4792.441406
	Iteration 19Q: 3 clusters Score -1903540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1903564.125000 Penalty: 4792.441406
	Iteration 20F: 3 clusters Score -1903564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -1903586.875000 Penalty: 4792.441406
	Iteration 21Q: 3 clusters Score -1903587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1903608.625000 Penalty: 4792.441406
	Iteration 22Q: 3 clusters Score -1903609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1903627.750000 Penalty: 4792.441406
	Iteration 23Q: 3 clusters Score -1903628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1903636.625000 Penalty: 4792.441406
	Iteration 24Q: 3 clusters Score -1903637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1903651.375000 Penalty: 4792.441406
	Iteration 25Q: 3 clusters Score -1903651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -1903661.875000 Penalty: 4792.441406
	Iteration 26Q: 3 clusters Score -1903662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1903667.500000 Penalty: 4792.441406
	Iteration 27Q: 3 clusters Score -1903668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -1903678.375000 Penalty: 4792.441406
	Iteration 28Q: 3 clusters Score -1903678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -1903682.000000 Penalty: 4792.441406
	Iteration 29Q: 3 clusters Score -1903682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1903683.500000 Penalty: 4792.441406
	Iteration 30Q: 3 clusters Score -1903684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -1903685.625000 Penalty: 4792.441406
	Iteration 31Q: 3 clusters Score -1903686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -1903686.625000 Penalty: 4792.441406
	Iteration 32Q: 3 clusters Score -1903687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -1903686.625000 Penalty: 4792.441406
	Iteration 33F: 3 clusters Score -1903687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Entering Unmasked Estep 
Score: -3627932.250000 Penalty: 2556.496338
	Iteration 0F: 2 clusters Score -3627932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -3607489.000000 Penalty: 5112.992676
	Iteration 0F: 3 clusters Score -3607489 nChanged 13455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -3614988.000000 Penalty: 5112.992676
	Iteration 1F: 3 clusters Score -3614988 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -3615564.750000 Penalty: 5112.992676
	Iteration 2Q: 3 clusters Score -3615565 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -3616382.250000 Penalty: 5112.992676
	Iteration 3Q: 3 clusters Score -3616382 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -3617381.000000 Penalty: 5112.992676
	Iteration 4Q: 3 clusters Score -3617381 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -3618554.000000 Penalty: 5112.992676
	Iteration 5F: 3 clusters Score -3618554 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -3619670.000000 Penalty: 5112.992676
	Iteration 6F: 3 clusters Score -3619670 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -3620739.000000 Penalty: 5112.992676
	Iteration 7F: 3 clusters Score -3620739 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -3621753.500000 Penalty: 5112.992676
	Iteration 8F: 3 clusters Score -3621754 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -3622672.500000 Penalty: 5112.992676
	Iteration 9F: 3 clusters Score -3622672 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -3623318.000000 Penalty: 5112.992676
	Iteration 10Q: 3 clusters Score -3623318 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -3623686.500000 Penalty: 5112.992676
	Iteration 11Q: 3 clusters Score -3623686 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -3623920.000000 Penalty: 5112.992676
	Iteration 12Q: 3 clusters Score -3623920 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -3624081.250000 Penalty: 5112.992676
	Iteration 13Q: 3 clusters Score -3624081 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -3624217.750000 Penalty: 5112.992676
	Iteration 14Q: 3 clusters Score -3624218 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -3624368.750000 Penalty: 5112.992676
	Iteration 15Q: 3 clusters Score -3624369 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -3624499.250000 Penalty: 5112.992676
	Iteration 16Q: 3 clusters Score -3624499 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -3624652.750000 Penalty: 5112.992676
	Iteration 17Q: 3 clusters Score -3624653 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3624784.250000 Penalty: 5112.992676
	Iteration 18Q: 3 clusters Score -3624784 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -3624887.500000 Penalty: 5112.992676
	Iteration 19Q: 3 clusters Score -3624888 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -3624989.750000 Penalty: 5112.992676
	Iteration 20F: 3 clusters Score -3624990 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -3625097.500000 Penalty: 5112.992676
	Iteration 21Q: 3 clusters Score -3625098 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -3625191.750000 Penalty: 5112.992676
	Iteration 22Q: 3 clusters Score -3625192 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -3625291.750000 Penalty: 5112.992676
	Iteration 23Q: 3 clusters Score -3625292 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -3625398.250000 Penalty: 5112.992676
	Iteration 24Q: 3 clusters Score -3625398 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -3625489.750000 Penalty: 5112.992676
	Iteration 25Q: 3 clusters Score -3625490 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -3625585.750000 Penalty: 5112.992676
	Iteration 26Q: 3 clusters Score -3625586 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -3625679.250000 Penalty: 5112.992676
	Iteration 27Q: 3 clusters Score -3625679 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -3625743.750000 Penalty: 5112.992676
	Iteration 28Q: 3 clusters Score -3625744 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -3625809.500000 Penalty: 5112.992676
	Iteration 29Q: 3 clusters Score -3625810 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -3625866.000000 Penalty: 5112.992676
	Iteration 30Q: 3 clusters Score -3625866 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -3625924.000000 Penalty: 5112.992676
	Iteration 31Q: 3 clusters Score -3625924 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -3625922.000000 Penalty: 5112.992676
	Iteration 32Q: 3 clusters Score -3625922 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -3625963.250000 Penalty: 5112.992676
	Iteration 33Q: 3 clusters Score -3625963 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -3626003.750000 Penalty: 5112.992676
	Iteration 34Q: 3 clusters Score -3626004 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -3626032.250000 Penalty: 5112.992676
	Iteration 35Q: 3 clusters Score -3626032 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -3626069.250000 Penalty: 5112.992676
	Iteration 36Q: 3 clusters Score -3626069 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -3626084.750000 Penalty: 5112.992676
	Iteration 37Q: 3 clusters Score -3626085 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -3626098.000000 Penalty: 5112.992676
	Iteration 38Q: 3 clusters Score -3626098 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -3626115.250000 Penalty: 5112.992676
	Iteration 39Q: 3 clusters Score -3626115 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -3626128.500000 Penalty: 5112.992676
	Iteration 40F: 3 clusters Score -3626128 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -3626162.000000 Penalty: 5112.992676
	Iteration 41Q: 3 clusters Score -3626162 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -3626163.000000 Penalty: 5112.992676
	Iteration 42Q: 3 clusters Score -3626163 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -3626177.250000 Penalty: 5112.992676
	Iteration 43Q: 3 clusters Score -3626177 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -3626205.000000 Penalty: 5112.992676
	Iteration 44Q: 3 clusters Score -3626205 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -3626220.750000 Penalty: 5112.992676
	Iteration 45Q: 3 clusters Score -3626221 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -3626241.250000 Penalty: 5112.992676
	Iteration 46Q: 3 clusters Score -3626241 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -3626259.500000 Penalty: 5112.992676
	Iteration 47Q: 3 clusters Score -3626260 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -3626279.750000 Penalty: 5112.992676
	Iteration 48Q: 3 clusters Score -3626280 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -3626285.500000 Penalty: 5112.992676
	Iteration 49Q: 3 clusters Score -3626286 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -3626290.250000 Penalty: 5112.992676
	Iteration 50Q: 3 clusters Score -3626290 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -3626299.000000 Penalty: 5112.992676
	Iteration 51Q: 3 clusters Score -3626299 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -3626317.750000 Penalty: 5112.992676
	Iteration 52Q: 3 clusters Score -3626318 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -3626330.750000 Penalty: 5112.992676
	Iteration 53Q: 3 clusters Score -3626331 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -3626339.500000 Penalty: 5112.992676
	Iteration 54Q: 3 clusters Score -3626340 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -3626352.500000 Penalty: 5112.992676
	Iteration 55Q: 3 clusters Score -3626352 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -3626366.250000 Penalty: 5112.992676
	Iteration 56Q: 3 clusters Score -3626366 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -3626378.500000 Penalty: 5112.992676
	Iteration 57Q: 3 clusters Score -3626378 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -3626382.500000 Penalty: 5112.992676
	Iteration 58Q: 3 clusters Score -3626382 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -3626401.750000 Penalty: 5112.992676
	Iteration 59Q: 3 clusters Score -3626402 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -3626427.250000 Penalty: 5112.992676
	Iteration 60F: 3 clusters Score -3626427 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -3626442.750000 Penalty: 5112.992676
	Iteration 61Q: 3 clusters Score -3626443 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -3626451.000000 Penalty: 5112.992676
	Iteration 62Q: 3 clusters Score -3626451 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -3626463.750000 Penalty: 5112.992676
	Iteration 63Q: 3 clusters Score -3626464 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -3626474.000000 Penalty: 5112.992676
	Iteration 64Q: 3 clusters Score -3626474 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -3626487.000000 Penalty: 5112.992676
	Iteration 65Q: 3 clusters Score -3626487 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -3626500.250000 Penalty: 5112.992676
	Iteration 66Q: 3 clusters Score -3626500 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -3626512.750000 Penalty: 5112.992676
	Iteration 67Q: 3 clusters Score -3626513 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -3626513.500000 Penalty: 5112.992676
	Iteration 68Q: 3 clusters Score -3626514 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -3626538.250000 Penalty: 5112.992676
	Iteration 69Q: 3 clusters Score -3626538 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -3626547.000000 Penalty: 5112.992676
	Iteration 70Q: 3 clusters Score -3626547 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -3626553.750000 Penalty: 5112.992676
	Iteration 71Q: 3 clusters Score -3626554 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -3626568.000000 Penalty: 5112.992676
	Iteration 72Q: 3 clusters Score -3626568 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -3626594.000000 Penalty: 5112.992676
	Iteration 73Q: 3 clusters Score -3626594 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -3626596.250000 Penalty: 5112.992676
	Iteration 74Q: 3 clusters Score -3626596 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -3626603.500000 Penalty: 5112.992676
	Iteration 75Q: 3 clusters Score -3626604 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -3626628.500000 Penalty: 5112.992676
	Iteration 76Q: 3 clusters Score -3626628 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -3626625.500000 Penalty: 5112.992676
	Iteration 77Q: 3 clusters Score -3626626 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -3626643.500000 Penalty: 5112.992676
	Iteration 78Q: 3 clusters Score -3626644 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -3626652.250000 Penalty: 5112.992676
	Iteration 79Q: 3 clusters Score -3626652 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3626653.000000 Penalty: 5112.992676
	Iteration 80F: 3 clusters Score -3626653 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -3626667.750000 Penalty: 5112.992676
	Iteration 81Q: 3 clusters Score -3626668 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -3626669.750000 Penalty: 5112.992676
	Iteration 82Q: 3 clusters Score -3626670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -3626668.250000 Penalty: 5112.992676
	Iteration 83Q: 3 clusters Score -3626668 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -3626685.750000 Penalty: 5112.992676
	Iteration 84Q: 3 clusters Score -3626686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -3626689.500000 Penalty: 5112.992676
	Iteration 85Q: 3 clusters Score -3626690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3626686.750000 Penalty: 5112.992676
	Iteration 86Q: 3 clusters Score -3626687 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -3626693.500000 Penalty: 5112.992676
	Iteration 87Q: 3 clusters Score -3626694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -3626695.500000 Penalty: 5112.992676
	Iteration 88Q: 3 clusters Score -3626696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -3626709.750000 Penalty: 5112.992676
	Iteration 89Q: 3 clusters Score -3626710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -3626706.000000 Penalty: 5112.992676
	Iteration 90Q: 3 clusters Score -3626706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -3626711.500000 Penalty: 5112.992676
	Iteration 91Q: 3 clusters Score -3626712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -3626713.750000 Penalty: 5112.992676
	Iteration 92Q: 3 clusters Score -3626714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -3626711.250000 Penalty: 5112.992676
	Iteration 93Q: 3 clusters Score -3626711 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -3626723.000000 Penalty: 5112.992676
	Iteration 94Q: 3 clusters Score -3626723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3626721.750000 Penalty: 5112.992676
	Iteration 95Q: 3 clusters Score -3626722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -3626723.500000 Penalty: 5112.992676
	Iteration 96Q: 3 clusters Score -3626724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -3626727.250000 Penalty: 5112.992676
	Iteration 97Q: 3 clusters Score -3626727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -3626730.500000 Penalty: 5112.992676
	Iteration 98Q: 3 clusters Score -3626730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -3626735.250000 Penalty: 5112.992676
	Iteration 99Q: 3 clusters Score -3626735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -3626735.000000 Penalty: 5112.992676
	Iteration 100F: 3 clusters Score -3626735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -3626734.250000 Penalty: 5112.992676
	Iteration 101Q: 3 clusters Score -3626734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -3626735.000000 Penalty: 5112.992676
	Iteration 102Q: 3 clusters Score -3626735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -3626735.750000 Penalty: 5112.992676
	Iteration 103Q: 3 clusters Score -3626736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -3626740.000000 Penalty: 5112.992676
	Iteration 104Q: 3 clusters Score -3626740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -3626734.750000 Penalty: 5112.992676
	Iteration 105Q: 3 clusters Score -3626735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -3626742.250000 Penalty: 5112.992676
	Iteration 106Q: 3 clusters Score -3626742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -3626743.750000 Penalty: 5112.992676
	Iteration 107Q: 3 clusters Score -3626744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -3626747.750000 Penalty: 5112.992676
	Iteration 108Q: 3 clusters Score -3626748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -3626745.750000 Penalty: 5112.992676
	Iteration 109Q: 3 clusters Score -3626746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3626748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -3626752.000000 Penalty: 5112.992676
	Iteration 111Q: 3 clusters Score -3626752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -3626753.000000 Penalty: 5112.992676
	Iteration 112Q: 3 clusters Score -3626753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3626762.250000 Penalty: 5112.992676
	Iteration 113Q: 3 clusters Score -3626762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -3626758.750000 Penalty: 5112.992676
	Iteration 114Q: 3 clusters Score -3626759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -3626759.750000 Penalty: 5112.992676
	Iteration 115Q: 3 clusters Score -3626760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -3626758.500000 Penalty: 5112.992676
	Iteration 116Q: 3 clusters Score -3626758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3626764.250000 Penalty: 5112.992676
	Iteration 117Q: 3 clusters Score -3626764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -3626766.750000 Penalty: 5112.992676
	Iteration 118Q: 3 clusters Score -3626767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -3626772.250000 Penalty: 5112.992676
	Iteration 119Q: 3 clusters Score -3626772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3626770.750000 Penalty: 5112.992676
	Iteration 120F: 3 clusters Score -3626771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3626775.500000 Penalty: 5112.992676
	Iteration 121Q: 3 clusters Score -3626776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -3626779.000000 Penalty: 5112.992676
	Iteration 122Q: 3 clusters Score -3626779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3626785.750000 Penalty: 5112.992676
	Iteration 123Q: 3 clusters Score -3626786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -3626784.750000 Penalty: 5112.992676
	Iteration 124Q: 3 clusters Score -3626785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3626788.250000 Penalty: 5112.992676
	Iteration 125Q: 3 clusters Score -3626788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -3626780.750000 Penalty: 5112.992676
	Iteration 126Q: 3 clusters Score -3626781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3626790.750000 Penalty: 5112.992676
	Iteration 127Q: 3 clusters Score -3626791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -3626791.750000 Penalty: 5112.992676
	Iteration 128Q: 3 clusters Score -3626792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3626791.500000 Penalty: 5112.992676
	Iteration 129Q: 3 clusters Score -3626792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3626792.500000 Penalty: 5112.992676
	Iteration 130Q: 3 clusters Score -3626792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -3626790.750000 Penalty: 5112.992676
	Iteration 131Q: 3 clusters Score -3626791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3626793.250000 Penalty: 5112.992676
	Iteration 132Q: 3 clusters Score -3626793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -3626793.750000 Penalty: 5112.992676
	Iteration 133Q: 3 clusters Score -3626794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -3626792.250000 Penalty: 5112.992676
	Iteration 134Q: 3 clusters Score -3626792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3626790.750000 Penalty: 5112.992676
	Iteration 135Q: 3 clusters Score -3626791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3626790.750000 Penalty: 5112.992676
	Iteration 136F: 3 clusters Score -3626791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21486 members 
Entering Unmasked Estep 
Score: -2600291.000000 Penalty: 2473.838867
	Iteration 0F: 2 clusters Score -2600291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2585226.750000 Penalty: 4947.677734
	Iteration 0F: 3 clusters Score -2585227 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2590241.000000 Penalty: 4947.677734
	Iteration 1F: 3 clusters Score -2590241 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2590624.000000 Penalty: 4947.677734
	Iteration 2Q: 3 clusters Score -2590624 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2590887.750000 Penalty: 4947.677734
	Iteration 3Q: 3 clusters Score -2590888 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2591082.250000 Penalty: 4947.677734
	Iteration 4Q: 3 clusters Score -2591082 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2591274.750000 Penalty: 4947.677734
	Iteration 5Q: 3 clusters Score -2591275 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2591434.000000 Penalty: 4947.677734
	Iteration 6Q: 3 clusters Score -2591434 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2591561.250000 Penalty: 4947.677734
	Iteration 7Q: 3 clusters Score -2591561 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2591694.500000 Penalty: 4947.677734
	Iteration 8Q: 3 clusters Score -2591694 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2591824.750000 Penalty: 4947.677734
	Iteration 9Q: 3 clusters Score -2591825 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2591961.500000 Penalty: 4947.677734
	Iteration 10Q: 3 clusters Score -2591962 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2592120.750000 Penalty: 4947.677734
	Iteration 11Q: 3 clusters Score -2592121 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2592329.750000 Penalty: 4947.677734
	Iteration 12Q: 3 clusters Score -2592330 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2592601.250000 Penalty: 4947.677734
	Iteration 13Q: 3 clusters Score -2592601 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2592915.250000 Penalty: 4947.677734
	Iteration 14Q: 3 clusters Score -2592915 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2593318.500000 Penalty: 4947.677734
	Iteration 15Q: 3 clusters Score -2593318 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -2593817.750000 Penalty: 4947.677734
	Iteration 16Q: 3 clusters Score -2593818 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2594415.750000 Penalty: 4947.677734
	Iteration 17Q: 3 clusters Score -2594416 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2595148.500000 Penalty: 4947.677734
	Iteration 18Q: 3 clusters Score -2595148 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2595901.500000 Penalty: 4947.677734
	Iteration 19Q: 3 clusters Score -2595902 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2596546.500000 Penalty: 4947.677734
	Iteration 20F: 3 clusters Score -2596546 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2597034.750000 Penalty: 4947.677734
	Iteration 21Q: 3 clusters Score -2597035 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2597385.000000 Penalty: 4947.677734
	Iteration 22Q: 3 clusters Score -2597385 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2597625.250000 Penalty: 4947.677734
	Iteration 23Q: 3 clusters Score -2597625 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2597793.250000 Penalty: 4947.677734
	Iteration 24Q: 3 clusters Score -2597793 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2597904.500000 Penalty: 4947.677734
	Iteration 25Q: 3 clusters Score -2597904 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2597961.750000 Penalty: 4947.677734
	Iteration 26Q: 3 clusters Score -2597962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2598001.000000 Penalty: 4947.677734
	Iteration 27Q: 3 clusters Score -2598001 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2598032.250000 Penalty: 4947.677734
	Iteration 28Q: 3 clusters Score -2598032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2598056.000000 Penalty: 4947.677734
	Iteration 29Q: 3 clusters Score -2598056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2598076.750000 Penalty: 4947.677734
	Iteration 30Q: 3 clusters Score -2598077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2598089.750000 Penalty: 4947.677734
	Iteration 31Q: 3 clusters Score -2598090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2598099.250000 Penalty: 4947.677734
	Iteration 32Q: 3 clusters Score -2598099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2598112.500000 Penalty: 4947.677734
	Iteration 33Q: 3 clusters Score -2598112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2598119.000000 Penalty: 4947.677734
	Iteration 34Q: 3 clusters Score -2598119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2598120.750000 Penalty: 4947.677734
	Iteration 35Q: 3 clusters Score -2598121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2598128.750000 Penalty: 4947.677734
	Iteration 36Q: 3 clusters Score -2598129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2598132.750000 Penalty: 4947.677734
	Iteration 37Q: 3 clusters Score -2598133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2598132.500000 Penalty: 4947.677734
	Iteration 38Q: 3 clusters Score -2598132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2598136.750000 Penalty: 4947.677734
	Iteration 39Q: 3 clusters Score -2598137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2598150.000000 Penalty: 4947.677734
	Iteration 40F: 3 clusters Score -2598150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2598148.000000 Penalty: 4947.677734
	Iteration 41Q: 3 clusters Score -2598148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2598151.250000 Penalty: 4947.677734
	Iteration 42Q: 3 clusters Score -2598151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2598151.250000 Penalty: 4947.677734
	Iteration 43F: 3 clusters Score -2598151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -204743.812500 Penalty: 1847.907837
	Iteration 0F: 2 clusters Score -204743.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -202288.218750 Penalty: 3695.815674
	Iteration 0F: 3 clusters Score -202288.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -202712.531250 Penalty: 3695.815674
	Iteration 1F: 3 clusters Score -202712.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -202830.953125 Penalty: 3695.815674
	Iteration 2F: 3 clusters Score -202831 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -202893.031250 Penalty: 3695.815674
	Iteration 3Q: 3 clusters Score -202893 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -202924.234375 Penalty: 3695.815674
	Iteration 4Q: 3 clusters Score -202924.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -202942.187500 Penalty: 3695.815674
	Iteration 5Q: 3 clusters Score -202942.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -202948.937500 Penalty: 3695.815674
	Iteration 6Q: 3 clusters Score -202948.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -202955.609375 Penalty: 3695.815674
	Iteration 7Q: 3 clusters Score -202955.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -202963.859375 Penalty: 3695.815674
	Iteration 8Q: 3 clusters Score -202963.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -202968.390625 Penalty: 3695.815674
	Iteration 9Q: 3 clusters Score -202968.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -202974.843750 Penalty: 3695.815674
	Iteration 10Q: 3 clusters Score -202974.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -202978.687500 Penalty: 3695.815674
	Iteration 11Q: 3 clusters Score -202978.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -202981.203125 Penalty: 3695.815674
	Iteration 12Q: 3 clusters Score -202981.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -202981.984375 Penalty: 3695.815674
	Iteration 13Q: 3 clusters Score -202982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -202981.984375 Penalty: 3695.815674
	Iteration 14F: 3 clusters Score -202982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (90289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90289 members 
Entering Unmasked Estep 
Score: -10821210.000000 Penalty: 2829.871338
	Iteration 0F: 2 clusters Score -1.082121e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -10760741.000000 Penalty: 5659.742676
	Iteration 0F: 3 clusters Score -1.076074e+07 nChanged 42686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -10784547.000000 Penalty: 5659.742676
	Iteration 1F: 3 clusters Score -1.078455e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -10785110.000000 Penalty: 5659.742676
	Iteration 2Q: 3 clusters Score -1.078511e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -10785690.000000 Penalty: 5659.742676
	Iteration 3Q: 3 clusters Score -1.078569e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -10786242.000000 Penalty: 5659.742676
	Iteration 4Q: 3 clusters Score -1.078624e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -10786898.000000 Penalty: 5659.742676
	Iteration 5Q: 3 clusters Score -1.07869e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 49369 members 
Entering Unmasked Estep 
Score: -10787619.000000 Penalty: 5659.742676
	Iteration 6Q: 3 clusters Score -1.078762e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -10788655.000000 Penalty: 5659.742676
	Iteration 7Q: 3 clusters Score -1.078866e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -10790165.000000 Penalty: 5659.742676
	Iteration 8Q: 3 clusters Score -1.079016e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 58678 members 
Entering Unmasked Estep 
Score: -10792494.000000 Penalty: 5659.742676
	Iteration 9Q: 3 clusters Score -1.079249e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 64394 members 
Entering Unmasked Estep 
Score: -10796567.000000 Penalty: 5659.742676
	Iteration 10F: 3 clusters Score -1.079657e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 71295 members 
Entering Unmasked Estep 
Score: -10802346.000000 Penalty: 5659.742676
	Iteration 11F: 3 clusters Score -1.080235e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 78263 members 
Entering Unmasked Estep 
Score: -10808958.000000 Penalty: 5659.742676
	Iteration 12F: 3 clusters Score -1.080896e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 83572 members 
Entering Unmasked Estep 
Score: -10813965.000000 Penalty: 5659.742676
	Iteration 13F: 3 clusters Score -1.081396e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 86550 members 
Entering Unmasked Estep 
Score: -10816574.000000 Penalty: 5659.742676
	Iteration 14Q: 3 clusters Score -1.081657e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 87949 members 
Entering Unmasked Estep 
Score: -10817709.000000 Penalty: 5659.742676
	Iteration 15Q: 3 clusters Score -1.081771e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 88641 members 
Entering Unmasked Estep 
Score: -10818204.000000 Penalty: 5659.742676
	Iteration 16Q: 3 clusters Score -1.08182e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 88984 members 
Entering Unmasked Estep 
Score: -10818507.000000 Penalty: 5659.742676
	Iteration 17Q: 3 clusters Score -1.081851e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 89168 members 
Entering Unmasked Estep 
Score: -10818640.000000 Penalty: 5659.742676
	Iteration 18Q: 3 clusters Score -1.081864e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 89292 members 
Entering Unmasked Estep 
Score: -10818771.000000 Penalty: 5659.742676
	Iteration 19Q: 3 clusters Score -1.081877e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 89360 members 
Entering Unmasked Estep 
Score: -10818830.000000 Penalty: 5659.742676
	Iteration 20F: 3 clusters Score -1.081883e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 89394 members 
Entering Unmasked Estep 
Score: -10818878.000000 Penalty: 5659.742676
	Iteration 21Q: 3 clusters Score -1.081888e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 89419 members 
Entering Unmasked Estep 
Score: -10818904.000000 Penalty: 5659.742676
	Iteration 22Q: 3 clusters Score -1.08189e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 89441 members 
Entering Unmasked Estep 
Score: -10818926.000000 Penalty: 5659.742676
	Iteration 23Q: 3 clusters Score -1.081893e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 89459 members 
Entering Unmasked Estep 
Score: -10818955.000000 Penalty: 5659.742676
	Iteration 24Q: 3 clusters Score -1.081896e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 89468 members 
Entering Unmasked Estep 
Score: -10818953.000000 Penalty: 5659.742676
	Iteration 25Q: 3 clusters Score -1.081895e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 89476 members 
Entering Unmasked Estep 
Score: -10818965.000000 Penalty: 5659.742676
	Iteration 26Q: 3 clusters Score -1.081896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 89482 members 
Entering Unmasked Estep 
Score: -10818966.000000 Penalty: 5659.742676
	Iteration 27Q: 3 clusters Score -1.081897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 89487 members 
Entering Unmasked Estep 
Score: -10818970.000000 Penalty: 5659.742676
	Iteration 28Q: 3 clusters Score -1.081897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 89488 members 
Entering Unmasked Estep 
Score: -10818970.000000 Penalty: 5659.742676
	Iteration 29Q: 3 clusters Score -1.081897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 89490 members 
Entering Unmasked Estep 
Score: -10818964.000000 Penalty: 5659.742676
	Iteration 30Q: 3 clusters Score -1.081896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 89493 members 
Entering Unmasked Estep 
Score: -10818971.000000 Penalty: 5659.742676
	Iteration 31Q: 3 clusters Score -1.081897e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 89499 members 
Entering Unmasked Estep 
Score: -10818985.000000 Penalty: 5659.742676
	Iteration 32Q: 3 clusters Score -1.081898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 89504 members 
Entering Unmasked Estep 
Score: -10818986.000000 Penalty: 5659.742676
	Iteration 33Q: 3 clusters Score -1.081899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 89512 members 
Entering Unmasked Estep 
Score: -10818985.000000 Penalty: 5659.742676
	Iteration 34Q: 3 clusters Score -1.081898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 89520 members 
Entering Unmasked Estep 
Score: -10818997.000000 Penalty: 5659.742676
	Iteration 35Q: 3 clusters Score -1.0819e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 89524 members 
Entering Unmasked Estep 
Score: -10819008.000000 Penalty: 5659.742676
	Iteration 36Q: 3 clusters Score -1.081901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 89527 members 
Entering Unmasked Estep 
Score: -10819001.000000 Penalty: 5659.742676
	Iteration 37Q: 3 clusters Score -1.0819e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 89532 members 
Entering Unmasked Estep 
Score: -10819015.000000 Penalty: 5659.742676
	Iteration 38Q: 3 clusters Score -1.081902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 89533 members 
Entering Unmasked Estep 
Score: -10819016.000000 Penalty: 5659.742676
	Iteration 39Q: 3 clusters Score -1.081902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 89534 members 
Entering Unmasked Estep 
Score: -10819029.000000 Penalty: 5659.742676
	Iteration 40F: 3 clusters Score -1.081903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 89536 members 
Entering Unmasked Estep 
Score: -10819031.000000 Penalty: 5659.742676
	Iteration 41Q: 3 clusters Score -1.081903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 89537 members 
Entering Unmasked Estep 
Score: -10819027.000000 Penalty: 5659.742676
	Iteration 42Q: 3 clusters Score -1.081903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 89539 members 
Entering Unmasked Estep 
Score: -10819026.000000 Penalty: 5659.742676
	Iteration 43Q: 3 clusters Score -1.081903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 89542 members 
Entering Unmasked Estep 
Score: -10819033.000000 Penalty: 5659.742676
	Iteration 44Q: 3 clusters Score -1.081903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 89543 members 
Entering Unmasked Estep 
Score: -10819032.000000 Penalty: 5659.742676
	Iteration 45Q: 3 clusters Score -1.081903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 89545 members 
Entering Unmasked Estep 
Score: -10819030.000000 Penalty: 5659.742676
	Iteration 46Q: 3 clusters Score -1.081903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 89546 members 
Entering Unmasked Estep 
Score: -10819029.000000 Penalty: 5659.742676
	Iteration 47Q: 3 clusters Score -1.081903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 89550 members 
Entering Unmasked Estep 
Score: -10819027.000000 Penalty: 5659.742676
	Iteration 48Q: 3 clusters Score -1.081903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 89552 members 
Entering Unmasked Estep 
Score: -10819028.000000 Penalty: 5659.742676
	Iteration 49Q: 3 clusters Score -1.081903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 89554 members 
Entering Unmasked Estep 
Score: -10819026.000000 Penalty: 5659.742676
	Iteration 50Q: 3 clusters Score -1.081903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 89556 members 
Entering Unmasked Estep 
Score: -10819027.000000 Penalty: 5659.742676
	Iteration 51Q: 3 clusters Score -1.081903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 89556 members 
Entering Unmasked Estep 
Score: -10819027.000000 Penalty: 5659.742676
	Iteration 52F: 3 clusters Score -1.081903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Entering Unmasked Estep 
Score: -680331.187500 Penalty: 2144.105225
	Iteration 0F: 2 clusters Score -680331.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -675391.062500 Penalty: 4288.210449
	Iteration 0F: 3 clusters Score -675391.1 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -676569.062500 Penalty: 4288.210449
	Iteration 1F: 3 clusters Score -676569.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -676837.125000 Penalty: 4288.210449
	Iteration 2F: 3 clusters Score -676837.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -676990.125000 Penalty: 4288.210449
	Iteration 3Q: 3 clusters Score -676990.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -677113.437500 Penalty: 4288.210449
	Iteration 4Q: 3 clusters Score -677113.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -677218.812500 Penalty: 4288.210449
	Iteration 5Q: 3 clusters Score -677218.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -677291.875000 Penalty: 4288.210449
	Iteration 6Q: 3 clusters Score -677291.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -677355.125000 Penalty: 4288.210449
	Iteration 7Q: 3 clusters Score -677355.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -677423.562500 Penalty: 4288.210449
	Iteration 8Q: 3 clusters Score -677423.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -677494.437500 Penalty: 4288.210449
	Iteration 9Q: 3 clusters Score -677494.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -677573.062500 Penalty: 4288.210449
	Iteration 10Q: 3 clusters Score -677573.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -677650.437500 Penalty: 4288.210449
	Iteration 11Q: 3 clusters Score -677650.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -677709.125000 Penalty: 4288.210449
	Iteration 12Q: 3 clusters Score -677709.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -677769.875000 Penalty: 4288.210449
	Iteration 13Q: 3 clusters Score -677769.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -677833.312500 Penalty: 4288.210449
	Iteration 14Q: 3 clusters Score -677833.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -677890.250000 Penalty: 4288.210449
	Iteration 15Q: 3 clusters Score -677890.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -677945.687500 Penalty: 4288.210449
	Iteration 16Q: 3 clusters Score -677945.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -678021.125000 Penalty: 4288.210449
	Iteration 17Q: 3 clusters Score -678021.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -678100.187500 Penalty: 4288.210449
	Iteration 18Q: 3 clusters Score -678100.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -678189.312500 Penalty: 4288.210449
	Iteration 19Q: 3 clusters Score -678189.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -678265.125000 Penalty: 4288.210449
	Iteration 20F: 3 clusters Score -678265.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -678319.000000 Penalty: 4288.210449
	Iteration 21Q: 3 clusters Score -678319 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -678385.937500 Penalty: 4288.210449
	Iteration 22Q: 3 clusters Score -678385.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -678445.375000 Penalty: 4288.210449
	Iteration 23Q: 3 clusters Score -678445.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -678502.250000 Penalty: 4288.210449
	Iteration 24Q: 3 clusters Score -678502.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -678536.750000 Penalty: 4288.210449
	Iteration 25Q: 3 clusters Score -678536.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -678558.875000 Penalty: 4288.210449
	Iteration 26Q: 3 clusters Score -678558.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -678578.875000 Penalty: 4288.210449
	Iteration 27Q: 3 clusters Score -678578.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -678592.500000 Penalty: 4288.210449
	Iteration 28Q: 3 clusters Score -678592.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -678605.250000 Penalty: 4288.210449
	Iteration 29Q: 3 clusters Score -678605.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -678618.875000 Penalty: 4288.210449
	Iteration 30Q: 3 clusters Score -678618.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -678627.000000 Penalty: 4288.210449
	Iteration 31Q: 3 clusters Score -678627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -678631.750000 Penalty: 4288.210449
	Iteration 32Q: 3 clusters Score -678631.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -678639.000000 Penalty: 4288.210449
	Iteration 33Q: 3 clusters Score -678639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -678639.625000 Penalty: 4288.210449
	Iteration 34Q: 3 clusters Score -678639.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -678642.312500 Penalty: 4288.210449
	Iteration 35Q: 3 clusters Score -678642.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -678641.625000 Penalty: 4288.210449
	Iteration 36Q: 3 clusters Score -678641.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -678644.687500 Penalty: 4288.210449
	Iteration 37Q: 3 clusters Score -678644.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -678647.312500 Penalty: 4288.210449
	Iteration 38Q: 3 clusters Score -678647.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -678646.687500 Penalty: 4288.210449
	Iteration 39Q: 3 clusters Score -678646.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -678647.375000 Penalty: 4288.210449
	Iteration 40F: 3 clusters Score -678647.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -678649.750000 Penalty: 4288.210449
	Iteration 41Q: 3 clusters Score -678649.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -678651.875000 Penalty: 4288.210449
	Iteration 42Q: 3 clusters Score -678651.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -678652.125000 Penalty: 4288.210449
	Iteration 43Q: 3 clusters Score -678652.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -678652.500000 Penalty: 4288.210449
	Iteration 44Q: 3 clusters Score -678652.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -678653.500000 Penalty: 4288.210449
	Iteration 45Q: 3 clusters Score -678653.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -678653.500000 Penalty: 4288.210449
	Iteration 46F: 3 clusters Score -678653.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Entering Unmasked Estep 
Score: -558004.562500 Penalty: 2092.822021
	Iteration 0F: 2 clusters Score -558004.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -553711.187500 Penalty: 4185.644043
	Iteration 0F: 3 clusters Score -553711.2 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -554704.937500 Penalty: 4185.644043
	Iteration 1F: 3 clusters Score -554704.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -554915.437500 Penalty: 4185.644043
	Iteration 2F: 3 clusters Score -554915.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -555074.187500 Penalty: 4185.644043
	Iteration 3F: 3 clusters Score -555074.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -555241.375000 Penalty: 4185.644043
	Iteration 4Q: 3 clusters Score -555241.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -555437.625000 Penalty: 4185.644043
	Iteration 5Q: 3 clusters Score -555437.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -555635.187500 Penalty: 4185.644043
	Iteration 6Q: 3 clusters Score -555635.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -555842.812500 Penalty: 4185.644043
	Iteration 7Q: 3 clusters Score -555842.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -556070.125000 Penalty: 4185.644043
	Iteration 8F: 3 clusters Score -556070.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -556318.187500 Penalty: 4185.644043
	Iteration 9F: 3 clusters Score -556318.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -556563.500000 Penalty: 4185.644043
	Iteration 10F: 3 clusters Score -556563.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -556726.187500 Penalty: 4185.644043
	Iteration 11Q: 3 clusters Score -556726.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -556838.500000 Penalty: 4185.644043
	Iteration 12Q: 3 clusters Score -556838.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -556912.875000 Penalty: 4185.644043
	Iteration 13Q: 3 clusters Score -556912.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -556969.812500 Penalty: 4185.644043
	Iteration 14Q: 3 clusters Score -556969.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -557019.500000 Penalty: 4185.644043
	Iteration 15Q: 3 clusters Score -557019.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -557064.187500 Penalty: 4185.644043
	Iteration 16Q: 3 clusters Score -557064.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -557088.437500 Penalty: 4185.644043
	Iteration 17Q: 3 clusters Score -557088.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -557113.437500 Penalty: 4185.644043
	Iteration 18Q: 3 clusters Score -557113.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -557143.812500 Penalty: 4185.644043
	Iteration 19Q: 3 clusters Score -557143.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -557159.375000 Penalty: 4185.644043
	Iteration 20F: 3 clusters Score -557159.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -557170.187500 Penalty: 4185.644043
	Iteration 21Q: 3 clusters Score -557170.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -557178.437500 Penalty: 4185.644043
	Iteration 22Q: 3 clusters Score -557178.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -557190.500000 Penalty: 4185.644043
	Iteration 23Q: 3 clusters Score -557190.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -557197.187500 Penalty: 4185.644043
	Iteration 24Q: 3 clusters Score -557197.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -557203.500000 Penalty: 4185.644043
	Iteration 25Q: 3 clusters Score -557203.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -557210.500000 Penalty: 4185.644043
	Iteration 26Q: 3 clusters Score -557210.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -557216.062500 Penalty: 4185.644043
	Iteration 27Q: 3 clusters Score -557216.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -557223.937500 Penalty: 4185.644043
	Iteration 28Q: 3 clusters Score -557223.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -557227.875000 Penalty: 4185.644043
	Iteration 29Q: 3 clusters Score -557227.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -557231.500000 Penalty: 4185.644043
	Iteration 30Q: 3 clusters Score -557231.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -557233.187500 Penalty: 4185.644043
	Iteration 31Q: 3 clusters Score -557233.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -557237.875000 Penalty: 4185.644043
	Iteration 32Q: 3 clusters Score -557237.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -557239.062500 Penalty: 4185.644043
	Iteration 33Q: 3 clusters Score -557239.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -557241.000000 Penalty: 4185.644043
	Iteration 34Q: 3 clusters Score -557241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -557241.437500 Penalty: 4185.644043
	Iteration 35Q: 3 clusters Score -557241.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -557241.437500 Penalty: 4185.644043
	Iteration 36F: 3 clusters Score -557241.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -51868.167969 Penalty: 1556.140991
	Iteration 0F: 2 clusters Score -51868.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50442.335938 Penalty: 3112.281982
	Iteration 0F: 3 clusters Score -50442.34 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50804.441406 Penalty: 3112.281982
	Iteration 1F: 3 clusters Score -50804.44 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -50988.167969 Penalty: 3112.281982
	Iteration 2F: 3 clusters Score -50988.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -51130.449219 Penalty: 3112.281982
	Iteration 3Q: 3 clusters Score -51130.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51259.527344 Penalty: 3112.281982
	Iteration 4Q: 3 clusters Score -51259.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51333.949219 Penalty: 3112.281982
	Iteration 5Q: 3 clusters Score -51333.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51422.105469 Penalty: 3112.281982
	Iteration 6Q: 3 clusters Score -51422.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -51474.777344 Penalty: 3112.281982
	Iteration 7Q: 3 clusters Score -51474.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -51513.375000 Penalty: 3112.281982
	Iteration 8Q: 3 clusters Score -51513.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -51535.921875 Penalty: 3112.281982
	Iteration 9Q: 3 clusters Score -51535.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -51557.195312 Penalty: 3112.281982
	Iteration 10Q: 3 clusters Score -51557.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -51600.234375 Penalty: 3112.281982
	Iteration 11Q: 3 clusters Score -51600.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -51631.343750 Penalty: 3112.281982
	Iteration 12Q: 3 clusters Score -51631.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -51653.042969 Penalty: 3112.281982
	Iteration 13Q: 3 clusters Score -51653.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -51663.250000 Penalty: 3112.281982
	Iteration 14Q: 3 clusters Score -51663.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -51669.414062 Penalty: 3112.281982
	Iteration 15Q: 3 clusters Score -51669.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -51673.921875 Penalty: 3112.281982
	Iteration 16Q: 3 clusters Score -51673.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -51683.582031 Penalty: 3112.281982
	Iteration 17F: 3 clusters Score -51683.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -51730.218750 Penalty: 3112.281982
	Iteration 18Q: 3 clusters Score -51730.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -51731.230469 Penalty: 3112.281982
	Iteration 19Q: 3 clusters Score -51731.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -51731.996094 Penalty: 3112.281982
	Iteration 20F: 3 clusters Score -51732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Entering Unmasked Estep 
Score: -588579.437500 Penalty: 2123.275146
	Iteration 0F: 2 clusters Score -588579.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -583963.500000 Penalty: 4246.550293
	Iteration 0F: 3 clusters Score -583963.5 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -585119.250000 Penalty: 4246.550293
	Iteration 1F: 3 clusters Score -585119.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -585369.437500 Penalty: 4246.550293
	Iteration 2F: 3 clusters Score -585369.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -585554.687500 Penalty: 4246.550293
	Iteration 3F: 3 clusters Score -585554.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -585684.500000 Penalty: 4246.550293
	Iteration 4Q: 3 clusters Score -585684.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -585780.062500 Penalty: 4246.550293
	Iteration 5Q: 3 clusters Score -585780.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -585887.000000 Penalty: 4246.550293
	Iteration 6Q: 3 clusters Score -585887 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -585990.000000 Penalty: 4246.550293
	Iteration 7Q: 3 clusters Score -585990 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -586072.125000 Penalty: 4246.550293
	Iteration 8Q: 3 clusters Score -586072.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -586155.062500 Penalty: 4246.550293
	Iteration 9Q: 3 clusters Score -586155.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -586235.250000 Penalty: 4246.550293
	Iteration 10Q: 3 clusters Score -586235.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -586295.375000 Penalty: 4246.550293
	Iteration 11Q: 3 clusters Score -586295.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -586342.625000 Penalty: 4246.550293
	Iteration 12Q: 3 clusters Score -586342.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -586388.750000 Penalty: 4246.550293
	Iteration 13Q: 3 clusters Score -586388.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -586433.000000 Penalty: 4246.550293
	Iteration 14Q: 3 clusters Score -586433 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -586477.812500 Penalty: 4246.550293
	Iteration 15Q: 3 clusters Score -586477.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -586510.312500 Penalty: 4246.550293
	Iteration 16Q: 3 clusters Score -586510.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -586533.375000 Penalty: 4246.550293
	Iteration 17Q: 3 clusters Score -586533.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -586554.000000 Penalty: 4246.550293
	Iteration 18Q: 3 clusters Score -586554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -586574.000000 Penalty: 4246.550293
	Iteration 19Q: 3 clusters Score -586574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -586597.812500 Penalty: 4246.550293
	Iteration 20F: 3 clusters Score -586597.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -586631.187500 Penalty: 4246.550293
	Iteration 21Q: 3 clusters Score -586631.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -586654.875000 Penalty: 4246.550293
	Iteration 22Q: 3 clusters Score -586654.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -586676.000000 Penalty: 4246.550293
	Iteration 23Q: 3 clusters Score -586676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -586696.687500 Penalty: 4246.550293
	Iteration 24Q: 3 clusters Score -586696.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -586710.750000 Penalty: 4246.550293
	Iteration 25Q: 3 clusters Score -586710.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -586720.000000 Penalty: 4246.550293
	Iteration 26Q: 3 clusters Score -586720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -586727.687500 Penalty: 4246.550293
	Iteration 27Q: 3 clusters Score -586727.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -586733.687500 Penalty: 4246.550293
	Iteration 28Q: 3 clusters Score -586733.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -586737.250000 Penalty: 4246.550293
	Iteration 29Q: 3 clusters Score -586737.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -586740.687500 Penalty: 4246.550293
	Iteration 30Q: 3 clusters Score -586740.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -586745.312500 Penalty: 4246.550293
	Iteration 31Q: 3 clusters Score -586745.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -586750.625000 Penalty: 4246.550293
	Iteration 32Q: 3 clusters Score -586750.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -586758.062500 Penalty: 4246.550293
	Iteration 33Q: 3 clusters Score -586758.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -586759.250000 Penalty: 4246.550293
	Iteration 34Q: 3 clusters Score -586759.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -586760.500000 Penalty: 4246.550293
	Iteration 35Q: 3 clusters Score -586760.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -586761.500000 Penalty: 4246.550293
	Iteration 36Q: 3 clusters Score -586761.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -586762.312500 Penalty: 4246.550293
	Iteration 37Q: 3 clusters Score -586762.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -586762.500000 Penalty: 4246.550293
	Iteration 38Q: 3 clusters Score -586762.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -586762.500000 Penalty: 4246.550293
	Iteration 39F: 3 clusters Score -586762.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Entering Unmasked Estep 
Score: -101213.976562 Penalty: 1694.859009
	Iteration 0F: 2 clusters Score -101214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -99349.687500 Penalty: 3389.718018
	Iteration 0F: 3 clusters Score -99349.69 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -99646.093750 Penalty: 3389.718018
	Iteration 1F: 3 clusters Score -99646.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -99714.007812 Penalty: 3389.718018
	Iteration 2Q: 3 clusters Score -99714.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -99768.562500 Penalty: 3389.718018
	Iteration 3Q: 3 clusters Score -99768.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -99798.515625 Penalty: 3389.718018
	Iteration 4Q: 3 clusters Score -99798.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -99809.718750 Penalty: 3389.718018
	Iteration 5Q: 3 clusters Score -99809.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -99814.585938 Penalty: 3389.718018
	Iteration 6Q: 3 clusters Score -99814.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -99825.265625 Penalty: 3389.718018
	Iteration 7Q: 3 clusters Score -99825.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -99834.132812 Penalty: 3389.718018
	Iteration 8Q: 3 clusters Score -99834.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -99835.570312 Penalty: 3389.718018
	Iteration 9Q: 3 clusters Score -99835.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -99836.617188 Penalty: 3389.718018
	Iteration 10Q: 3 clusters Score -99836.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -99836.617188 Penalty: 3389.718018
	Iteration 11F: 3 clusters Score -99836.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Entering Unmasked Estep 
Score: -576275.812500 Penalty: 2104.044434
	Iteration 0F: 2 clusters Score -576275.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -571842.562500 Penalty: 4208.088867
	Iteration 0F: 3 clusters Score -571842.6 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -572842.500000 Penalty: 4208.088867
	Iteration 1F: 3 clusters Score -572842.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -573061.437500 Penalty: 4208.088867
	Iteration 2F: 3 clusters Score -573061.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -573189.062500 Penalty: 4208.088867
	Iteration 3F: 3 clusters Score -573189.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -573257.750000 Penalty: 4208.088867
	Iteration 4Q: 3 clusters Score -573257.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -573308.312500 Penalty: 4208.088867
	Iteration 5Q: 3 clusters Score -573308.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -573354.437500 Penalty: 4208.088867
	Iteration 6Q: 3 clusters Score -573354.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -573383.500000 Penalty: 4208.088867
	Iteration 7Q: 3 clusters Score -573383.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -573407.187500 Penalty: 4208.088867
	Iteration 8Q: 3 clusters Score -573407.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -573430.312500 Penalty: 4208.088867
	Iteration 9Q: 3 clusters Score -573430.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -573452.312500 Penalty: 4208.088867
	Iteration 10Q: 3 clusters Score -573452.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -573472.500000 Penalty: 4208.088867
	Iteration 11Q: 3 clusters Score -573472.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -573488.812500 Penalty: 4208.088867
	Iteration 12Q: 3 clusters Score -573488.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -573504.625000 Penalty: 4208.088867
	Iteration 13Q: 3 clusters Score -573504.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -573517.312500 Penalty: 4208.088867
	Iteration 14Q: 3 clusters Score -573517.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -573533.562500 Penalty: 4208.088867
	Iteration 15Q: 3 clusters Score -573533.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -573547.875000 Penalty: 4208.088867
	Iteration 16Q: 3 clusters Score -573547.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -573559.750000 Penalty: 4208.088867
	Iteration 17Q: 3 clusters Score -573559.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -573567.562500 Penalty: 4208.088867
	Iteration 18Q: 3 clusters Score -573567.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -573572.312500 Penalty: 4208.088867
	Iteration 19Q: 3 clusters Score -573572.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -573578.187500 Penalty: 4208.088867
	Iteration 20F: 3 clusters Score -573578.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -573586.812500 Penalty: 4208.088867
	Iteration 21Q: 3 clusters Score -573586.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -573593.437500 Penalty: 4208.088867
	Iteration 22Q: 3 clusters Score -573593.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -573603.312500 Penalty: 4208.088867
	Iteration 23Q: 3 clusters Score -573603.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -573615.125000 Penalty: 4208.088867
	Iteration 24Q: 3 clusters Score -573615.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -573629.750000 Penalty: 4208.088867
	Iteration 25Q: 3 clusters Score -573629.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -573647.812500 Penalty: 4208.088867
	Iteration 26Q: 3 clusters Score -573647.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -573674.562500 Penalty: 4208.088867
	Iteration 27Q: 3 clusters Score -573674.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -573697.375000 Penalty: 4208.088867
	Iteration 28Q: 3 clusters Score -573697.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -573717.375000 Penalty: 4208.088867
	Iteration 29Q: 3 clusters Score -573717.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -573735.500000 Penalty: 4208.088867
	Iteration 30Q: 3 clusters Score -573735.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -573757.937500 Penalty: 4208.088867
	Iteration 31Q: 3 clusters Score -573757.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -573782.375000 Penalty: 4208.088867
	Iteration 32Q: 3 clusters Score -573782.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -573807.625000 Penalty: 4208.088867
	Iteration 33Q: 3 clusters Score -573807.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -573831.062500 Penalty: 4208.088867
	Iteration 34Q: 3 clusters Score -573831.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -573866.125000 Penalty: 4208.088867
	Iteration 35Q: 3 clusters Score -573866.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -573899.437500 Penalty: 4208.088867
	Iteration 36Q: 3 clusters Score -573899.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -573934.500000 Penalty: 4208.088867
	Iteration 37Q: 3 clusters Score -573934.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -573973.125000 Penalty: 4208.088867
	Iteration 38Q: 3 clusters Score -573973.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -574009.937500 Penalty: 4208.088867
	Iteration 39Q: 3 clusters Score -574009.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -574046.125000 Penalty: 4208.088867
	Iteration 40F: 3 clusters Score -574046.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -574082.125000 Penalty: 4208.088867
	Iteration 41Q: 3 clusters Score -574082.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -574108.312500 Penalty: 4208.088867
	Iteration 42Q: 3 clusters Score -574108.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -574128.687500 Penalty: 4208.088867
	Iteration 43Q: 3 clusters Score -574128.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -574150.625000 Penalty: 4208.088867
	Iteration 44Q: 3 clusters Score -574150.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -574175.937500 Penalty: 4208.088867
	Iteration 45Q: 3 clusters Score -574175.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -574198.500000 Penalty: 4208.088867
	Iteration 46Q: 3 clusters Score -574198.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -574221.625000 Penalty: 4208.088867
	Iteration 47Q: 3 clusters Score -574221.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -574239.437500 Penalty: 4208.088867
	Iteration 48Q: 3 clusters Score -574239.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -574263.062500 Penalty: 4208.088867
	Iteration 49Q: 3 clusters Score -574263.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -574276.437500 Penalty: 4208.088867
	Iteration 50Q: 3 clusters Score -574276.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -574288.062500 Penalty: 4208.088867
	Iteration 51Q: 3 clusters Score -574288.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -574301.687500 Penalty: 4208.088867
	Iteration 52Q: 3 clusters Score -574301.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -574310.625000 Penalty: 4208.088867
	Iteration 53Q: 3 clusters Score -574310.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -574315.437500 Penalty: 4208.088867
	Iteration 54Q: 3 clusters Score -574315.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -574324.500000 Penalty: 4208.088867
	Iteration 55Q: 3 clusters Score -574324.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -574330.250000 Penalty: 4208.088867
	Iteration 56Q: 3 clusters Score -574330.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -574334.687500 Penalty: 4208.088867
	Iteration 57Q: 3 clusters Score -574334.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -574336.250000 Penalty: 4208.088867
	Iteration 58Q: 3 clusters Score -574336.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -574341.500000 Penalty: 4208.088867
	Iteration 59Q: 3 clusters Score -574341.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -574346.875000 Penalty: 4208.088867
	Iteration 60F: 3 clusters Score -574346.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -574350.000000 Penalty: 4208.088867
	Iteration 61Q: 3 clusters Score -574350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -574351.937500 Penalty: 4208.088867
	Iteration 62Q: 3 clusters Score -574351.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -574355.312500 Penalty: 4208.088867
	Iteration 63Q: 3 clusters Score -574355.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -574356.000000 Penalty: 4208.088867
	Iteration 64Q: 3 clusters Score -574356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -574356.000000 Penalty: 4208.088867
	Iteration 65F: 3 clusters Score -574356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (43104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Entering Unmasked Estep 
Score: -5040028.500000 Penalty: 2646.500000
	Iteration 0F: 2 clusters Score -5040028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -5010794.500000 Penalty: 5293.000000
	Iteration 0F: 3 clusters Score -5010794 nChanged 19869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -5021691.000000 Penalty: 5293.000000
	Iteration 1F: 3 clusters Score -5021691 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -5022171.500000 Penalty: 5293.000000
	Iteration 2Q: 3 clusters Score -5022172 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -5022680.000000 Penalty: 5293.000000
	Iteration 3Q: 3 clusters Score -5022680 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -5023289.500000 Penalty: 5293.000000
	Iteration 4Q: 3 clusters Score -5023290 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -5024100.000000 Penalty: 5293.000000
	Iteration 5Q: 3 clusters Score -5024100 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -5025232.500000 Penalty: 5293.000000
	Iteration 6F: 3 clusters Score -5025232 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -5026876.500000 Penalty: 5293.000000
	Iteration 7F: 3 clusters Score -5026876 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -5029018.000000 Penalty: 5293.000000
	Iteration 8F: 3 clusters Score -5029018 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -5031509.500000 Penalty: 5293.000000
	Iteration 9F: 3 clusters Score -5031510 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -5033791.500000 Penalty: 5293.000000
	Iteration 10F: 3 clusters Score -5033792 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -5035468.500000 Penalty: 5293.000000
	Iteration 11Q: 3 clusters Score -5035468 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5036499.500000 Penalty: 5293.000000
	Iteration 12Q: 3 clusters Score -5036500 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5037071.000000 Penalty: 5293.000000
	Iteration 13Q: 3 clusters Score -5037071 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5037393.500000 Penalty: 5293.000000
	Iteration 14Q: 3 clusters Score -5037394 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5037575.500000 Penalty: 5293.000000
	Iteration 15Q: 3 clusters Score -5037576 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5037658.000000 Penalty: 5293.000000
	Iteration 16Q: 3 clusters Score -5037658 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5037708.000000 Penalty: 5293.000000
	Iteration 17Q: 3 clusters Score -5037708 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5037748.500000 Penalty: 5293.000000
	Iteration 18Q: 3 clusters Score -5037748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5037769.000000 Penalty: 5293.000000
	Iteration 19Q: 3 clusters Score -5037769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5037806.500000 Penalty: 5293.000000
	Iteration 20F: 3 clusters Score -5037806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5037819.500000 Penalty: 5293.000000
	Iteration 21Q: 3 clusters Score -5037820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5037824.500000 Penalty: 5293.000000
	Iteration 22Q: 3 clusters Score -5037824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5037827.500000 Penalty: 5293.000000
	Iteration 23Q: 3 clusters Score -5037828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5037826.000000 Penalty: 5293.000000
	Iteration 24Q: 3 clusters Score -5037826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5037824.500000 Penalty: 5293.000000
	Iteration 25Q: 3 clusters Score -5037824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5037831.000000 Penalty: 5293.000000
	Iteration 26Q: 3 clusters Score -5037831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5037829.500000 Penalty: 5293.000000
	Iteration 27Q: 3 clusters Score -5037830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5037834.000000 Penalty: 5293.000000
	Iteration 28Q: 3 clusters Score -5037834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5037840.500000 Penalty: 5293.000000
	Iteration 29Q: 3 clusters Score -5037840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5037845.500000 Penalty: 5293.000000
	Iteration 30Q: 3 clusters Score -5037846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5037845.000000 Penalty: 5293.000000
	Iteration 31Q: 3 clusters Score -5037845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5037845.000000 Penalty: 5293.000000
	Iteration 32F: 3 clusters Score -5037845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Entering Unmasked Estep 
Score: -4083502.250000 Penalty: 2587.069092
	Iteration 0F: 2 clusters Score -4083502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -4060454.000000 Penalty: 5174.138184
	Iteration 0F: 3 clusters Score -4060454 nChanged 15310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -4068920.750000 Penalty: 5174.138184
	Iteration 1F: 3 clusters Score -4068921 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -4070014.250000 Penalty: 5174.138184
	Iteration 2F: 3 clusters Score -4070014 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -4071357.750000 Penalty: 5174.138184
	Iteration 3F: 3 clusters Score -4071358 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -4072916.000000 Penalty: 5174.138184
	Iteration 4F: 3 clusters Score -4072916 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -4074422.000000 Penalty: 5174.138184
	Iteration 5F: 3 clusters Score -4074422 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -4075690.750000 Penalty: 5174.138184
	Iteration 6F: 3 clusters Score -4075691 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -4076726.250000 Penalty: 5174.138184
	Iteration 7F: 3 clusters Score -4076726 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -4077575.500000 Penalty: 5174.138184
	Iteration 8Q: 3 clusters Score -4077576 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -4078291.000000 Penalty: 5174.138184
	Iteration 9Q: 3 clusters Score -4078291 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -4078821.500000 Penalty: 5174.138184
	Iteration 10Q: 3 clusters Score -4078822 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -4079194.000000 Penalty: 5174.138184
	Iteration 11Q: 3 clusters Score -4079194 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -4079421.500000 Penalty: 5174.138184
	Iteration 12Q: 3 clusters Score -4079422 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -4079519.250000 Penalty: 5174.138184
	Iteration 13Q: 3 clusters Score -4079519 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -4079598.250000 Penalty: 5174.138184
	Iteration 14Q: 3 clusters Score -4079598 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -4079634.500000 Penalty: 5174.138184
	Iteration 15Q: 3 clusters Score -4079634 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -4079653.750000 Penalty: 5174.138184
	Iteration 16Q: 3 clusters Score -4079654 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -4079678.000000 Penalty: 5174.138184
	Iteration 17Q: 3 clusters Score -4079678 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -4079690.250000 Penalty: 5174.138184
	Iteration 18Q: 3 clusters Score -4079690 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -4079708.750000 Penalty: 5174.138184
	Iteration 19Q: 3 clusters Score -4079709 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -4079728.750000 Penalty: 5174.138184
	Iteration 20F: 3 clusters Score -4079729 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -4079744.500000 Penalty: 5174.138184
	Iteration 21Q: 3 clusters Score -4079744 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -4079749.250000 Penalty: 5174.138184
	Iteration 22Q: 3 clusters Score -4079749 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -4079756.000000 Penalty: 5174.138184
	Iteration 23Q: 3 clusters Score -4079756 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -4079761.750000 Penalty: 5174.138184
	Iteration 24Q: 3 clusters Score -4079762 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -4079766.000000 Penalty: 5174.138184
	Iteration 25Q: 3 clusters Score -4079766 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -4079778.250000 Penalty: 5174.138184
	Iteration 26Q: 3 clusters Score -4079778 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -4079771.750000 Penalty: 5174.138184
	Iteration 27Q: 3 clusters Score -4079772 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -4079769.000000 Penalty: 5174.138184
	Iteration 28Q: 3 clusters Score -4079769 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -4079777.000000 Penalty: 5174.138184
	Iteration 29Q: 3 clusters Score -4079777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -4079774.000000 Penalty: 5174.138184
	Iteration 30Q: 3 clusters Score -4079774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -4079780.250000 Penalty: 5174.138184
	Iteration 31Q: 3 clusters Score -4079780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -4079778.250000 Penalty: 5174.138184
	Iteration 32Q: 3 clusters Score -4079778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -4079781.000000 Penalty: 5174.138184
	Iteration 33Q: 3 clusters Score -4079781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -4079782.500000 Penalty: 5174.138184
	Iteration 34Q: 3 clusters Score -4079782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -4079775.750000 Penalty: 5174.138184
	Iteration 35Q: 3 clusters Score -4079776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -4079775.000000 Penalty: 5174.138184
	Iteration 36Q: 3 clusters Score -4079775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -4079777.000000 Penalty: 5174.138184
	Iteration 37Q: 3 clusters Score -4079777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -4079773.000000 Penalty: 5174.138184
	Iteration 38Q: 3 clusters Score -4079773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -4079779.500000 Penalty: 5174.138184
	Iteration 39Q: 3 clusters Score -4079780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -4079771.500000 Penalty: 5174.138184
	Iteration 40F: 3 clusters Score -4079772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -4079771.250000 Penalty: 5174.138184
	Iteration 41Q: 3 clusters Score -4079771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -4079779.000000 Penalty: 5174.138184
	Iteration 42Q: 3 clusters Score -4079779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -4079786.250000 Penalty: 5174.138184
	Iteration 43Q: 3 clusters Score -4079786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -4079786.750000 Penalty: 5174.138184
	Iteration 44Q: 3 clusters Score -4079787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -4079779.250000 Penalty: 5174.138184
	Iteration 45Q: 3 clusters Score -4079779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -4079781.750000 Penalty: 5174.138184
	Iteration 46Q: 3 clusters Score -4079782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -4079783.000000 Penalty: 5174.138184
	Iteration 47Q: 3 clusters Score -4079783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -4079785.250000 Penalty: 5174.138184
	Iteration 48Q: 3 clusters Score -4079785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -4079787.250000 Penalty: 5174.138184
	Iteration 49Q: 3 clusters Score -4079787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -4079784.750000 Penalty: 5174.138184
	Iteration 50Q: 3 clusters Score -4079785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -4079789.750000 Penalty: 5174.138184
	Iteration 51Q: 3 clusters Score -4079790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -4079790.750000 Penalty: 5174.138184
	Iteration 52Q: 3 clusters Score -4079791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -4079785.250000 Penalty: 5174.138184
	Iteration 53Q: 3 clusters Score -4079785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -4079793.250000 Penalty: 5174.138184
	Iteration 54Q: 3 clusters Score -4079793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -4079796.750000 Penalty: 5174.138184
	Iteration 55Q: 3 clusters Score -4079797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -4079796.250000 Penalty: 5174.138184
	Iteration 56Q: 3 clusters Score -4079796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -4079795.250000 Penalty: 5174.138184
	Iteration 57Q: 3 clusters Score -4079795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -4079798.500000 Penalty: 5174.138184
	Iteration 58Q: 3 clusters Score -4079798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -4079790.750000 Penalty: 5174.138184
	Iteration 59Q: 3 clusters Score -4079791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -4079798.000000 Penalty: 5174.138184
	Iteration 60F: 3 clusters Score -4079798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -4079798.750000 Penalty: 5174.138184
	Iteration 61Q: 3 clusters Score -4079799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -4079798.000000 Penalty: 5174.138184
	Iteration 62Q: 3 clusters Score -4079798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -4079800.750000 Penalty: 5174.138184
	Iteration 63Q: 3 clusters Score -4079801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -4079796.000000 Penalty: 5174.138184
	Iteration 64Q: 3 clusters Score -4079796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -4079799.250000 Penalty: 5174.138184
	Iteration 65Q: 3 clusters Score -4079799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -4079788.500000 Penalty: 5174.138184
	Iteration 66Q: 3 clusters Score -4079788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -4079795.750000 Penalty: 5174.138184
	Iteration 67Q: 3 clusters Score -4079796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -4079798.750000 Penalty: 5174.138184
	Iteration 68Q: 3 clusters Score -4079799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -4079802.750000 Penalty: 5174.138184
	Iteration 69Q: 3 clusters Score -4079803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -4079798.750000 Penalty: 5174.138184
	Iteration 70Q: 3 clusters Score -4079799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -4079806.250000 Penalty: 5174.138184
	Iteration 71Q: 3 clusters Score -4079806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -4079816.000000 Penalty: 5174.138184
	Iteration 72Q: 3 clusters Score -4079816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -4079818.250000 Penalty: 5174.138184
	Iteration 73Q: 3 clusters Score -4079818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -4079819.750000 Penalty: 5174.138184
	Iteration 74Q: 3 clusters Score -4079820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -4079817.250000 Penalty: 5174.138184
	Iteration 75Q: 3 clusters Score -4079817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -4079812.250000 Penalty: 5174.138184
	Iteration 76Q: 3 clusters Score -4079812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -4079811.250000 Penalty: 5174.138184
	Iteration 77Q: 3 clusters Score -4079811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -4079815.000000 Penalty: 5174.138184
	Iteration 78Q: 3 clusters Score -4079815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -4079819.250000 Penalty: 5174.138184
	Iteration 79Q: 3 clusters Score -4079819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -4079819.250000 Penalty: 5174.138184
	Iteration 80F: 3 clusters Score -4079819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Entering Unmasked Estep 
Score: -107564.468750 Penalty: 1700.141357
	Iteration 0F: 2 clusters Score -107564.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -105682.257812 Penalty: 3400.282715
	Iteration 0F: 3 clusters Score -105682.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -106085.750000 Penalty: 3400.282715
	Iteration 1F: 3 clusters Score -106085.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -106327.242188 Penalty: 3400.282715
	Iteration 2F: 3 clusters Score -106327.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -106484.898438 Penalty: 3400.282715
	Iteration 3F: 3 clusters Score -106484.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -106582.218750 Penalty: 3400.282715
	Iteration 4F: 3 clusters Score -106582.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -106632.328125 Penalty: 3400.282715
	Iteration 5Q: 3 clusters Score -106632.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -106670.250000 Penalty: 3400.282715
	Iteration 6Q: 3 clusters Score -106670.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -106701.648438 Penalty: 3400.282715
	Iteration 7Q: 3 clusters Score -106701.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -106740.507812 Penalty: 3400.282715
	Iteration 8Q: 3 clusters Score -106740.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -106774.289062 Penalty: 3400.282715
	Iteration 9Q: 3 clusters Score -106774.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -106800.382812 Penalty: 3400.282715
	Iteration 10Q: 3 clusters Score -106800.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -106817.773438 Penalty: 3400.282715
	Iteration 11Q: 3 clusters Score -106817.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -106823.992188 Penalty: 3400.282715
	Iteration 12Q: 3 clusters Score -106824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -106830.921875 Penalty: 3400.282715
	Iteration 13Q: 3 clusters Score -106830.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -106838.625000 Penalty: 3400.282715
	Iteration 14Q: 3 clusters Score -106838.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -106842.906250 Penalty: 3400.282715
	Iteration 15Q: 3 clusters Score -106842.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -106844.398438 Penalty: 3400.282715
	Iteration 16Q: 3 clusters Score -106844.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -106846.664062 Penalty: 3400.282715
	Iteration 17Q: 3 clusters Score -106846.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -106849.781250 Penalty: 3400.282715
	Iteration 18Q: 3 clusters Score -106849.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -106851.593750 Penalty: 3400.282715
	Iteration 19Q: 3 clusters Score -106851.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -106853.562500 Penalty: 3400.282715
	Iteration 20F: 3 clusters Score -106853.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Entering Unmasked Estep 
Score: -1242161.375000 Penalty: 2292.671875
	Iteration 0F: 2 clusters Score -1242161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1234255.875000 Penalty: 4585.343750
	Iteration 0F: 3 clusters Score -1234256 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1236501.250000 Penalty: 4585.343750
	Iteration 1F: 3 clusters Score -1236501 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1236794.250000 Penalty: 4585.343750
	Iteration 2F: 3 clusters Score -1236794 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1237001.625000 Penalty: 4585.343750
	Iteration 3Q: 3 clusters Score -1237002 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1237159.750000 Penalty: 4585.343750
	Iteration 4Q: 3 clusters Score -1237160 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1237268.750000 Penalty: 4585.343750
	Iteration 5Q: 3 clusters Score -1237269 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1237368.125000 Penalty: 4585.343750
	Iteration 6Q: 3 clusters Score -1237368 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1237484.250000 Penalty: 4585.343750
	Iteration 7Q: 3 clusters Score -1237484 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1237636.500000 Penalty: 4585.343750
	Iteration 8Q: 3 clusters Score -1237636 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1237811.375000 Penalty: 4585.343750
	Iteration 9Q: 3 clusters Score -1237811 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1238038.625000 Penalty: 4585.343750
	Iteration 10Q: 3 clusters Score -1238039 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1238345.375000 Penalty: 4585.343750
	Iteration 11Q: 3 clusters Score -1238345 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1238669.625000 Penalty: 4585.343750
	Iteration 12Q: 3 clusters Score -1238670 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1238998.125000 Penalty: 4585.343750
	Iteration 13Q: 3 clusters Score -1238998 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1239329.000000 Penalty: 4585.343750
	Iteration 14Q: 3 clusters Score -1239329 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1239669.250000 Penalty: 4585.343750
	Iteration 15Q: 3 clusters Score -1239669 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1239936.375000 Penalty: 4585.343750
	Iteration 16Q: 3 clusters Score -1239936 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1240123.875000 Penalty: 4585.343750
	Iteration 17Q: 3 clusters Score -1240124 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1240245.875000 Penalty: 4585.343750
	Iteration 18Q: 3 clusters Score -1240246 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1240323.000000 Penalty: 4585.343750
	Iteration 19Q: 3 clusters Score -1240323 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1240368.125000 Penalty: 4585.343750
	Iteration 20F: 3 clusters Score -1240368 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1240398.375000 Penalty: 4585.343750
	Iteration 21Q: 3 clusters Score -1240398 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1240416.375000 Penalty: 4585.343750
	Iteration 22Q: 3 clusters Score -1240416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1240430.250000 Penalty: 4585.343750
	Iteration 23Q: 3 clusters Score -1240430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1240445.250000 Penalty: 4585.343750
	Iteration 24Q: 3 clusters Score -1240445 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1240456.875000 Penalty: 4585.343750
	Iteration 25Q: 3 clusters Score -1240457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1240466.250000 Penalty: 4585.343750
	Iteration 26Q: 3 clusters Score -1240466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1240472.500000 Penalty: 4585.343750
	Iteration 27Q: 3 clusters Score -1240472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1240476.000000 Penalty: 4585.343750
	Iteration 28Q: 3 clusters Score -1240476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1240480.500000 Penalty: 4585.343750
	Iteration 29Q: 3 clusters Score -1240480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1240481.375000 Penalty: 4585.343750
	Iteration 30Q: 3 clusters Score -1240481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1240484.125000 Penalty: 4585.343750
	Iteration 31Q: 3 clusters Score -1240484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1240488.125000 Penalty: 4585.343750
	Iteration 32Q: 3 clusters Score -1240488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1240492.125000 Penalty: 4585.343750
	Iteration 33Q: 3 clusters Score -1240492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1240497.625000 Penalty: 4585.343750
	Iteration 34Q: 3 clusters Score -1240498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1240501.500000 Penalty: 4585.343750
	Iteration 35Q: 3 clusters Score -1240502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1240504.625000 Penalty: 4585.343750
	Iteration 36Q: 3 clusters Score -1240505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1240507.375000 Penalty: 4585.343750
	Iteration 37Q: 3 clusters Score -1240507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1240511.875000 Penalty: 4585.343750
	Iteration 38Q: 3 clusters Score -1240512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1240513.875000 Penalty: 4585.343750
	Iteration 39Q: 3 clusters Score -1240514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1240516.625000 Penalty: 4585.343750
	Iteration 40F: 3 clusters Score -1240517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1240519.000000 Penalty: 4585.343750
	Iteration 41Q: 3 clusters Score -1240519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1240519.875000 Penalty: 4585.343750
	Iteration 42Q: 3 clusters Score -1240520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1240520.250000 Penalty: 4585.343750
	Iteration 43Q: 3 clusters Score -1240520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1240521.500000 Penalty: 4585.343750
	Iteration 44Q: 3 clusters Score -1240522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1240522.375000 Penalty: 4585.343750
	Iteration 45Q: 3 clusters Score -1240522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1240523.125000 Penalty: 4585.343750
	Iteration 46Q: 3 clusters Score -1240523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1240523.125000 Penalty: 4585.343750
	Iteration 47F: 3 clusters Score -1240523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (212867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212867 members 
Entering Unmasked Estep 
Score: -25380106.000000 Penalty: 3042.568848
	Iteration 0F: 2 clusters Score -2.538011e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106173 members 
Mstep: Class 2 contains 106694 members 
Entering Unmasked Estep 
Score: -25243250.000000 Penalty: 6085.137695
	Iteration 0F: 3 clusters Score -2.524325e+07 nChanged 102298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98859 members 
Mstep: Class 2 contains 114008 members 
Entering Unmasked Estep 
Score: -25302936.000000 Penalty: 6085.137695
	Iteration 1F: 3 clusters Score -2.530294e+07 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94979 members 
Mstep: Class 2 contains 117888 members 
Entering Unmasked Estep 
Score: -25304472.000000 Penalty: 6085.137695
	Iteration 2Q: 3 clusters Score -2.530447e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89459 members 
Mstep: Class 2 contains 123408 members 
Entering Unmasked Estep 
Score: -25307110.000000 Penalty: 6085.137695
	Iteration 3Q: 3 clusters Score -2.530711e+07 nChanged 11659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82206 members 
Mstep: Class 2 contains 130661 members 
Entering Unmasked Estep 
Score: -25311960.000000 Penalty: 6085.137695
	Iteration 4F: 3 clusters Score -2.531196e+07 nChanged 14386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73652 members 
Mstep: Class 2 contains 139215 members 
Entering Unmasked Estep 
Score: -25320562.000000 Penalty: 6085.137695
	Iteration 5F: 3 clusters Score -2.532056e+07 nChanged 16313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65071 members 
Mstep: Class 2 contains 147796 members 
Entering Unmasked Estep 
Score: -25333056.000000 Penalty: 6085.137695
	Iteration 6F: 3 clusters Score -2.533306e+07 nChanged 15862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 153542 members 
Entering Unmasked Estep 
Score: -25346540.000000 Penalty: 6085.137695
	Iteration 7F: 3 clusters Score -2.534654e+07 nChanged 13220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57791 members 
Mstep: Class 2 contains 155076 members 
Entering Unmasked Estep 
Score: -25355622.000000 Penalty: 6085.137695
	Iteration 8F: 3 clusters Score -2.535562e+07 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58693 members 
Mstep: Class 2 contains 154174 members 
Entering Unmasked Estep 
Score: -25358900.000000 Penalty: 6085.137695
	Iteration 9Q: 3 clusters Score -2.53589e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 152979 members 
Entering Unmasked Estep 
Score: -25360362.000000 Penalty: 6085.137695
	Iteration 10Q: 3 clusters Score -2.536036e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61162 members 
Mstep: Class 2 contains 151705 members 
Entering Unmasked Estep 
Score: -25361216.000000 Penalty: 6085.137695
	Iteration 11Q: 3 clusters Score -2.536122e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62578 members 
Mstep: Class 2 contains 150289 members 
Entering Unmasked Estep 
Score: -25362270.000000 Penalty: 6085.137695
	Iteration 12Q: 3 clusters Score -2.536227e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64197 members 
Mstep: Class 2 contains 148670 members 
Entering Unmasked Estep 
Score: -25363248.000000 Penalty: 6085.137695
	Iteration 13Q: 3 clusters Score -2.536325e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65936 members 
Mstep: Class 2 contains 146931 members 
Entering Unmasked Estep 
Score: -25363900.000000 Penalty: 6085.137695
	Iteration 14Q: 3 clusters Score -2.53639e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67694 members 
Mstep: Class 2 contains 145173 members 
Entering Unmasked Estep 
Score: -25364530.000000 Penalty: 6085.137695
	Iteration 15Q: 3 clusters Score -2.536453e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69695 members 
Mstep: Class 2 contains 143172 members 
Entering Unmasked Estep 
Score: -25365020.000000 Penalty: 6085.137695
	Iteration 16Q: 3 clusters Score -2.536502e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71782 members 
Mstep: Class 2 contains 141085 members 
Entering Unmasked Estep 
Score: -25365404.000000 Penalty: 6085.137695
	Iteration 17Q: 3 clusters Score -2.53654e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73842 members 
Mstep: Class 2 contains 139025 members 
Entering Unmasked Estep 
Score: -25365542.000000 Penalty: 6085.137695
	Iteration 18Q: 3 clusters Score -2.536554e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76010 members 
Mstep: Class 2 contains 136857 members 
Entering Unmasked Estep 
Score: -25365760.000000 Penalty: 6085.137695
	Iteration 19Q: 3 clusters Score -2.536576e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78173 members 
Mstep: Class 2 contains 134694 members 
Entering Unmasked Estep 
Score: -25365822.000000 Penalty: 6085.137695
	Iteration 20F: 3 clusters Score -2.536582e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80341 members 
Mstep: Class 2 contains 132526 members 
Entering Unmasked Estep 
Score: -25365890.000000 Penalty: 6085.137695
	Iteration 21Q: 3 clusters Score -2.536589e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82630 members 
Mstep: Class 2 contains 130237 members 
Entering Unmasked Estep 
Score: -25365912.000000 Penalty: 6085.137695
	Iteration 22Q: 3 clusters Score -2.536591e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84876 members 
Mstep: Class 2 contains 127991 members 
Entering Unmasked Estep 
Score: -25365974.000000 Penalty: 6085.137695
	Iteration 23Q: 3 clusters Score -2.536597e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87212 members 
Mstep: Class 2 contains 125655 members 
Entering Unmasked Estep 
Score: -25366186.000000 Penalty: 6085.137695
	Iteration 24Q: 3 clusters Score -2.536619e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89391 members 
Mstep: Class 2 contains 123476 members 
Entering Unmasked Estep 
Score: -25366254.000000 Penalty: 6085.137695
	Iteration 25Q: 3 clusters Score -2.536625e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91491 members 
Mstep: Class 2 contains 121376 members 
Entering Unmasked Estep 
Score: -25366338.000000 Penalty: 6085.137695
	Iteration 26Q: 3 clusters Score -2.536634e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93423 members 
Mstep: Class 2 contains 119444 members 
Entering Unmasked Estep 
Score: -25366424.000000 Penalty: 6085.137695
	Iteration 27Q: 3 clusters Score -2.536642e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95264 members 
Mstep: Class 2 contains 117603 members 
Entering Unmasked Estep 
Score: -25366580.000000 Penalty: 6085.137695
	Iteration 28Q: 3 clusters Score -2.536658e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97069 members 
Mstep: Class 2 contains 115798 members 
Entering Unmasked Estep 
Score: -25366686.000000 Penalty: 6085.137695
	Iteration 29Q: 3 clusters Score -2.536669e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98814 members 
Mstep: Class 2 contains 114053 members 
Entering Unmasked Estep 
Score: -25366646.000000 Penalty: 6085.137695
	Iteration 30Q: 3 clusters Score -2.536665e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100655 members 
Mstep: Class 2 contains 112212 members 
Entering Unmasked Estep 
Score: -25366580.000000 Penalty: 6085.137695
	Iteration 31Q: 3 clusters Score -2.536658e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102447 members 
Mstep: Class 2 contains 110420 members 
Entering Unmasked Estep 
Score: -25366576.000000 Penalty: 6085.137695
	Iteration 32Q: 3 clusters Score -2.536658e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104203 members 
Mstep: Class 2 contains 108664 members 
Entering Unmasked Estep 
Score: -25366478.000000 Penalty: 6085.137695
	Iteration 33Q: 3 clusters Score -2.536648e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105852 members 
Mstep: Class 2 contains 107015 members 
Entering Unmasked Estep 
Score: -25366332.000000 Penalty: 6085.137695
	Iteration 34Q: 3 clusters Score -2.536633e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107347 members 
Mstep: Class 2 contains 105520 members 
Entering Unmasked Estep 
Score: -25366348.000000 Penalty: 6085.137695
	Iteration 35Q: 3 clusters Score -2.536635e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108720 members 
Mstep: Class 2 contains 104147 members 
Entering Unmasked Estep 
Score: -25366310.000000 Penalty: 6085.137695
	Iteration 36Q: 3 clusters Score -2.536631e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110095 members 
Mstep: Class 2 contains 102772 members 
Entering Unmasked Estep 
Score: -25366164.000000 Penalty: 6085.137695
	Iteration 37Q: 3 clusters Score -2.536616e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111438 members 
Mstep: Class 2 contains 101429 members 
Entering Unmasked Estep 
Score: -25366156.000000 Penalty: 6085.137695
	Iteration 38Q: 3 clusters Score -2.536616e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112678 members 
Mstep: Class 2 contains 100189 members 
Entering Unmasked Estep 
Score: -25365882.000000 Penalty: 6085.137695
	Iteration 39Q: 3 clusters Score -2.536588e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113897 members 
Mstep: Class 2 contains 98970 members 
Entering Unmasked Estep 
Score: -25365788.000000 Penalty: 6085.137695
	Iteration 40F: 3 clusters Score -2.536579e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115060 members 
Mstep: Class 2 contains 97807 members 
Entering Unmasked Estep 
Score: -25365692.000000 Penalty: 6085.137695
	Iteration 41Q: 3 clusters Score -2.536569e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116136 members 
Mstep: Class 2 contains 96731 members 
Entering Unmasked Estep 
Score: -25365534.000000 Penalty: 6085.137695
	Iteration 42Q: 3 clusters Score -2.536553e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117146 members 
Mstep: Class 2 contains 95721 members 
Entering Unmasked Estep 
Score: -25365394.000000 Penalty: 6085.137695
	Iteration 43Q: 3 clusters Score -2.536539e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118110 members 
Mstep: Class 2 contains 94757 members 
Entering Unmasked Estep 
Score: -25365334.000000 Penalty: 6085.137695
	Iteration 44Q: 3 clusters Score -2.536533e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119063 members 
Mstep: Class 2 contains 93804 members 
Entering Unmasked Estep 
Score: -25365312.000000 Penalty: 6085.137695
	Iteration 45Q: 3 clusters Score -2.536531e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119984 members 
Mstep: Class 2 contains 92883 members 
Entering Unmasked Estep 
Score: -25365184.000000 Penalty: 6085.137695
	Iteration 46Q: 3 clusters Score -2.536518e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120928 members 
Mstep: Class 2 contains 91939 members 
Entering Unmasked Estep 
Score: -25365042.000000 Penalty: 6085.137695
	Iteration 47Q: 3 clusters Score -2.536504e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121859 members 
Mstep: Class 2 contains 91008 members 
Entering Unmasked Estep 
Score: -25364920.000000 Penalty: 6085.137695
	Iteration 48Q: 3 clusters Score -2.536492e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122820 members 
Mstep: Class 2 contains 90047 members 
Entering Unmasked Estep 
Score: -25364782.000000 Penalty: 6085.137695
	Iteration 49Q: 3 clusters Score -2.536478e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123826 members 
Mstep: Class 2 contains 89041 members 
Entering Unmasked Estep 
Score: -25364732.000000 Penalty: 6085.137695
	Iteration 50Q: 3 clusters Score -2.536473e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124847 members 
Mstep: Class 2 contains 88020 members 
Entering Unmasked Estep 
Score: -25364550.000000 Penalty: 6085.137695
	Iteration 51Q: 3 clusters Score -2.536455e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125880 members 
Mstep: Class 2 contains 86987 members 
Entering Unmasked Estep 
Score: -25364468.000000 Penalty: 6085.137695
	Iteration 52Q: 3 clusters Score -2.536447e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126995 members 
Mstep: Class 2 contains 85872 members 
Entering Unmasked Estep 
Score: -25364418.000000 Penalty: 6085.137695
	Iteration 53Q: 3 clusters Score -2.536442e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128179 members 
Mstep: Class 2 contains 84688 members 
Entering Unmasked Estep 
Score: -25364338.000000 Penalty: 6085.137695
	Iteration 54Q: 3 clusters Score -2.536434e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129442 members 
Mstep: Class 2 contains 83425 members 
Entering Unmasked Estep 
Score: -25364258.000000 Penalty: 6085.137695
	Iteration 55Q: 3 clusters Score -2.536426e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130750 members 
Mstep: Class 2 contains 82117 members 
Entering Unmasked Estep 
Score: -25364158.000000 Penalty: 6085.137695
	Iteration 56Q: 3 clusters Score -2.536416e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132119 members 
Mstep: Class 2 contains 80748 members 
Entering Unmasked Estep 
Score: -25363982.000000 Penalty: 6085.137695
	Iteration 57Q: 3 clusters Score -2.536398e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133564 members 
Mstep: Class 2 contains 79303 members 
Entering Unmasked Estep 
Score: -25363904.000000 Penalty: 6085.137695
	Iteration 58Q: 3 clusters Score -2.53639e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135015 members 
Mstep: Class 2 contains 77852 members 
Entering Unmasked Estep 
Score: -25363932.000000 Penalty: 6085.137695
	Iteration 59Q: 3 clusters Score -2.536393e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136469 members 
Mstep: Class 2 contains 76398 members 
Entering Unmasked Estep 
Score: -25363856.000000 Penalty: 6085.137695
	Iteration 60F: 3 clusters Score -2.536386e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137997 members 
Mstep: Class 2 contains 74870 members 
Entering Unmasked Estep 
Score: -25363672.000000 Penalty: 6085.137695
	Iteration 61Q: 3 clusters Score -2.536367e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139533 members 
Mstep: Class 2 contains 73334 members 
Entering Unmasked Estep 
Score: -25363656.000000 Penalty: 6085.137695
	Iteration 62Q: 3 clusters Score -2.536366e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141073 members 
Mstep: Class 2 contains 71794 members 
Entering Unmasked Estep 
Score: -25363502.000000 Penalty: 6085.137695
	Iteration 63Q: 3 clusters Score -2.53635e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142677 members 
Mstep: Class 2 contains 70190 members 
Entering Unmasked Estep 
Score: -25363372.000000 Penalty: 6085.137695
	Iteration 64Q: 3 clusters Score -2.536337e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144373 members 
Mstep: Class 2 contains 68494 members 
Entering Unmasked Estep 
Score: -25363404.000000 Penalty: 6085.137695
	Iteration 65Q: 3 clusters Score -2.53634e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146137 members 
Mstep: Class 2 contains 66730 members 
Entering Unmasked Estep 
Score: -25363312.000000 Penalty: 6085.137695
	Iteration 66Q: 3 clusters Score -2.536331e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148028 members 
Mstep: Class 2 contains 64839 members 
Entering Unmasked Estep 
Score: -25363206.000000 Penalty: 6085.137695
	Iteration 67Q: 3 clusters Score -2.536321e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150014 members 
Mstep: Class 2 contains 62853 members 
Entering Unmasked Estep 
Score: -25363110.000000 Penalty: 6085.137695
	Iteration 68Q: 3 clusters Score -2.536311e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152049 members 
Mstep: Class 2 contains 60818 members 
Entering Unmasked Estep 
Score: -25363020.000000 Penalty: 6085.137695
	Iteration 69Q: 3 clusters Score -2.536302e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154155 members 
Mstep: Class 2 contains 58712 members 
Entering Unmasked Estep 
Score: -25363008.000000 Penalty: 6085.137695
	Iteration 70Q: 3 clusters Score -2.536301e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156457 members 
Mstep: Class 2 contains 56410 members 
Entering Unmasked Estep 
Score: -25362942.000000 Penalty: 6085.137695
	Iteration 71Q: 3 clusters Score -2.536294e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158895 members 
Mstep: Class 2 contains 53972 members 
Entering Unmasked Estep 
Score: -25362816.000000 Penalty: 6085.137695
	Iteration 72Q: 3 clusters Score -2.536282e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161377 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -25362800.000000 Penalty: 6085.137695
	Iteration 73Q: 3 clusters Score -2.53628e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163863 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
Score: -25362840.000000 Penalty: 6085.137695
	Iteration 74Q: 3 clusters Score -2.536284e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166436 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -25363022.000000 Penalty: 6085.137695
	Iteration 75Q: 3 clusters Score -2.536302e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169015 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -25363202.000000 Penalty: 6085.137695
	Iteration 76Q: 3 clusters Score -2.53632e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171642 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -25363296.000000 Penalty: 6085.137695
	Iteration 77Q: 3 clusters Score -2.53633e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174361 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -25363502.000000 Penalty: 6085.137695
	Iteration 78Q: 3 clusters Score -2.53635e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177151 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -25363970.000000 Penalty: 6085.137695
	Iteration 79Q: 3 clusters Score -2.536397e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179936 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -25364540.000000 Penalty: 6085.137695
	Iteration 80F: 3 clusters Score -2.536454e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182570 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -25364924.000000 Penalty: 6085.137695
	Iteration 81Q: 3 clusters Score -2.536492e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185122 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -25365270.000000 Penalty: 6085.137695
	Iteration 82Q: 3 clusters Score -2.536527e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187543 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -25365694.000000 Penalty: 6085.137695
	Iteration 83Q: 3 clusters Score -2.536569e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189896 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -25366798.000000 Penalty: 6085.137695
	Iteration 84Q: 3 clusters Score -2.53668e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192089 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -25368370.000000 Penalty: 6085.137695
	Iteration 85Q: 3 clusters Score -2.536837e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194128 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -25369584.000000 Penalty: 6085.137695
	Iteration 86Q: 3 clusters Score -2.536958e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195996 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -25370720.000000 Penalty: 6085.137695
	Iteration 87Q: 3 clusters Score -2.537072e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197725 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -25371640.000000 Penalty: 6085.137695
	Iteration 88Q: 3 clusters Score -2.537164e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199316 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -25372478.000000 Penalty: 6085.137695
	Iteration 89Q: 3 clusters Score -2.537248e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200891 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -25373152.000000 Penalty: 6085.137695
	Iteration 90Q: 3 clusters Score -2.537315e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202358 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -25373896.000000 Penalty: 6085.137695
	Iteration 91Q: 3 clusters Score -2.53739e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203703 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -25374588.000000 Penalty: 6085.137695
	Iteration 92Q: 3 clusters Score -2.537459e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205002 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -25375260.000000 Penalty: 6085.137695
	Iteration 93Q: 3 clusters Score -2.537526e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206106 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -25375776.000000 Penalty: 6085.137695
	Iteration 94Q: 3 clusters Score -2.537578e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207042 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -25376108.000000 Penalty: 6085.137695
	Iteration 95Q: 3 clusters Score -2.537611e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207857 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -25376372.000000 Penalty: 6085.137695
	Iteration 96Q: 3 clusters Score -2.537637e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208560 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -25376646.000000 Penalty: 6085.137695
	Iteration 97Q: 3 clusters Score -2.537665e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209132 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -25376926.000000 Penalty: 6085.137695
	Iteration 98Q: 3 clusters Score -2.537693e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209621 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -25377130.000000 Penalty: 6085.137695
	Iteration 99Q: 3 clusters Score -2.537713e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210020 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -25377232.000000 Penalty: 6085.137695
	Iteration 100F: 3 clusters Score -2.537723e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210335 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -25377262.000000 Penalty: 6085.137695
	Iteration 101Q: 3 clusters Score -2.537726e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210595 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -25377338.000000 Penalty: 6085.137695
	Iteration 102Q: 3 clusters Score -2.537734e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210796 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -25377426.000000 Penalty: 6085.137695
	Iteration 103Q: 3 clusters Score -2.537743e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210956 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -25377456.000000 Penalty: 6085.137695
	Iteration 104Q: 3 clusters Score -2.537746e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211097 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -25377508.000000 Penalty: 6085.137695
	Iteration 105Q: 3 clusters Score -2.537751e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211204 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -25377554.000000 Penalty: 6085.137695
	Iteration 106Q: 3 clusters Score -2.537755e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211291 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -25377548.000000 Penalty: 6085.137695
	Iteration 107Q: 3 clusters Score -2.537755e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211377 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -25377580.000000 Penalty: 6085.137695
	Iteration 108Q: 3 clusters Score -2.537758e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211440 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -25377596.000000 Penalty: 6085.137695
	Iteration 109Q: 3 clusters Score -2.53776e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211497 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -25377584.000000 Penalty: 6085.137695
	Iteration 110Q: 3 clusters Score -2.537758e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211552 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -25377630.000000 Penalty: 6085.137695
	Iteration 111Q: 3 clusters Score -2.537763e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211596 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -25377668.000000 Penalty: 6085.137695
	Iteration 112Q: 3 clusters Score -2.537767e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211630 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -25377678.000000 Penalty: 6085.137695
	Iteration 113Q: 3 clusters Score -2.537768e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211656 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -25377682.000000 Penalty: 6085.137695
	Iteration 114Q: 3 clusters Score -2.537768e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211683 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -25377702.000000 Penalty: 6085.137695
	Iteration 115Q: 3 clusters Score -2.53777e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211712 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -25377704.000000 Penalty: 6085.137695
	Iteration 116Q: 3 clusters Score -2.53777e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211731 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -25377702.000000 Penalty: 6085.137695
	Iteration 117Q: 3 clusters Score -2.53777e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211743 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -25377716.000000 Penalty: 6085.137695
	Iteration 118Q: 3 clusters Score -2.537772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211753 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -25377728.000000 Penalty: 6085.137695
	Iteration 119Q: 3 clusters Score -2.537773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211763 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -25377724.000000 Penalty: 6085.137695
	Iteration 120F: 3 clusters Score -2.537772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211767 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -25377708.000000 Penalty: 6085.137695
	Iteration 121Q: 3 clusters Score -2.537771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211771 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -25377702.000000 Penalty: 6085.137695
	Iteration 122Q: 3 clusters Score -2.53777e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211775 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -25377716.000000 Penalty: 6085.137695
	Iteration 123Q: 3 clusters Score -2.537772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211777 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -25377716.000000 Penalty: 6085.137695
	Iteration 124Q: 3 clusters Score -2.537772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211783 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -25377710.000000 Penalty: 6085.137695
	Iteration 125Q: 3 clusters Score -2.537771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211789 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -25377716.000000 Penalty: 6085.137695
	Iteration 126Q: 3 clusters Score -2.537772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211797 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -25377742.000000 Penalty: 6085.137695
	Iteration 127Q: 3 clusters Score -2.537774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211801 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -25377712.000000 Penalty: 6085.137695
	Iteration 128Q: 3 clusters Score -2.537771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211807 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -25377728.000000 Penalty: 6085.137695
	Iteration 129Q: 3 clusters Score -2.537773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211812 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -25377728.000000 Penalty: 6085.137695
	Iteration 130Q: 3 clusters Score -2.537773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211817 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -25377704.000000 Penalty: 6085.137695
	Iteration 131Q: 3 clusters Score -2.53777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211823 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -25377722.000000 Penalty: 6085.137695
	Iteration 132Q: 3 clusters Score -2.537772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211828 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -25377726.000000 Penalty: 6085.137695
	Iteration 133Q: 3 clusters Score -2.537773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211833 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -25377720.000000 Penalty: 6085.137695
	Iteration 134Q: 3 clusters Score -2.537772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211841 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -25377728.000000 Penalty: 6085.137695
	Iteration 135Q: 3 clusters Score -2.537773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211843 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -25377734.000000 Penalty: 6085.137695
	Iteration 136Q: 3 clusters Score -2.537773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211846 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -25377722.000000 Penalty: 6085.137695
	Iteration 137Q: 3 clusters Score -2.537772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211847 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -25377730.000000 Penalty: 6085.137695
	Iteration 138Q: 3 clusters Score -2.537773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211850 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -25377730.000000 Penalty: 6085.137695
	Iteration 139Q: 3 clusters Score -2.537773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211854 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -25377726.000000 Penalty: 6085.137695
	Iteration 140F: 3 clusters Score -2.537773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211855 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -25377734.000000 Penalty: 6085.137695
	Iteration 141Q: 3 clusters Score -2.537773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211856 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -25377728.000000 Penalty: 6085.137695
	Iteration 142Q: 3 clusters Score -2.537773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211856 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -25377734.000000 Penalty: 6085.137695
	Iteration 143Q: 3 clusters Score -2.537773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211856 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -25377722.000000 Penalty: 6085.137695
	Iteration 144Q: 3 clusters Score -2.537772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211856 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -25377722.000000 Penalty: 6085.137695
	Iteration 145F: 3 clusters Score -2.537772e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (151077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151077 members 
Entering Unmasked Estep 
Score: -17992982.000000 Penalty: 2957.535156
	Iteration 0F: 2 clusters Score -1.799298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75701 members 
Mstep: Class 2 contains 75376 members 
Entering Unmasked Estep 
Score: -17893544.000000 Penalty: 5915.070312
	Iteration 0F: 3 clusters Score -1.789354e+07 nChanged 71919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80150 members 
Mstep: Class 2 contains 70927 members 
Entering Unmasked Estep 
Score: -17935566.000000 Penalty: 5915.070312
	Iteration 1F: 3 clusters Score -1.793557e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83148 members 
Mstep: Class 2 contains 67929 members 
Entering Unmasked Estep 
Score: -17937786.000000 Penalty: 5915.070312
	Iteration 2Q: 3 clusters Score -1.793779e+07 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87772 members 
Mstep: Class 2 contains 63305 members 
Entering Unmasked Estep 
Score: -17941202.000000 Penalty: 5915.070312
	Iteration 3Q: 3 clusters Score -1.79412e+07 nChanged 9710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94494 members 
Mstep: Class 2 contains 56583 members 
Entering Unmasked Estep 
Score: -17946896.000000 Penalty: 5915.070312
	Iteration 4F: 3 clusters Score -1.79469e+07 nChanged 12106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103670 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -17955870.000000 Penalty: 5915.070312
	Iteration 5F: 3 clusters Score -1.795587e+07 nChanged 12809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114431 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -17967146.000000 Penalty: 5915.070312
	Iteration 6F: 3 clusters Score -1.796715e+07 nChanged 10980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124321 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -17978532.000000 Penalty: 5915.070312
	Iteration 7F: 3 clusters Score -1.797853e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130401 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -17986418.000000 Penalty: 5915.070312
	Iteration 8Q: 3 clusters Score -1.798642e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133173 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -17988960.000000 Penalty: 5915.070312
	Iteration 9Q: 3 clusters Score -1.798896e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135057 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -17989692.000000 Penalty: 5915.070312
	Iteration 10Q: 3 clusters Score -1.798969e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136641 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -17990050.000000 Penalty: 5915.070312
	Iteration 11Q: 3 clusters Score -1.799005e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138010 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -17990250.000000 Penalty: 5915.070312
	Iteration 12Q: 3 clusters Score -1.799025e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139243 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -17990362.000000 Penalty: 5915.070312
	Iteration 13Q: 3 clusters Score -1.799036e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140371 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -17990482.000000 Penalty: 5915.070312
	Iteration 14Q: 3 clusters Score -1.799048e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141426 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -17990684.000000 Penalty: 5915.070312
	Iteration 15Q: 3 clusters Score -1.799068e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142343 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -17990842.000000 Penalty: 5915.070312
	Iteration 16Q: 3 clusters Score -1.799084e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143165 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -17991030.000000 Penalty: 5915.070312
	Iteration 17Q: 3 clusters Score -1.799103e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143878 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -17991166.000000 Penalty: 5915.070312
	Iteration 18Q: 3 clusters Score -1.799117e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144569 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -17991312.000000 Penalty: 5915.070312
	Iteration 19Q: 3 clusters Score -1.799131e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145169 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -17991308.000000 Penalty: 5915.070312
	Iteration 20F: 3 clusters Score -1.799131e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145691 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -17991472.000000 Penalty: 5915.070312
	Iteration 21Q: 3 clusters Score -1.799147e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146140 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -17991542.000000 Penalty: 5915.070312
	Iteration 22Q: 3 clusters Score -1.799154e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146519 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -17991584.000000 Penalty: 5915.070312
	Iteration 23Q: 3 clusters Score -1.799158e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146850 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -17991606.000000 Penalty: 5915.070312
	Iteration 24Q: 3 clusters Score -1.799161e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147139 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -17991658.000000 Penalty: 5915.070312
	Iteration 25Q: 3 clusters Score -1.799166e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147403 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -17991686.000000 Penalty: 5915.070312
	Iteration 26Q: 3 clusters Score -1.799169e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147616 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -17991708.000000 Penalty: 5915.070312
	Iteration 27Q: 3 clusters Score -1.799171e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147781 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -17991694.000000 Penalty: 5915.070312
	Iteration 28Q: 3 clusters Score -1.799169e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147917 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -17991684.000000 Penalty: 5915.070312
	Iteration 29Q: 3 clusters Score -1.799168e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148046 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -17991688.000000 Penalty: 5915.070312
	Iteration 30Q: 3 clusters Score -1.799169e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148176 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -17991672.000000 Penalty: 5915.070312
	Iteration 31Q: 3 clusters Score -1.799167e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148279 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -17991680.000000 Penalty: 5915.070312
	Iteration 32Q: 3 clusters Score -1.799168e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148374 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -17991682.000000 Penalty: 5915.070312
	Iteration 33Q: 3 clusters Score -1.799168e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148446 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -17991730.000000 Penalty: 5915.070312
	Iteration 34Q: 3 clusters Score -1.799173e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148507 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -17991722.000000 Penalty: 5915.070312
	Iteration 35Q: 3 clusters Score -1.799172e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148551 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -17991738.000000 Penalty: 5915.070312
	Iteration 36Q: 3 clusters Score -1.799174e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148596 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -17991736.000000 Penalty: 5915.070312
	Iteration 37Q: 3 clusters Score -1.799174e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148643 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -17991756.000000 Penalty: 5915.070312
	Iteration 38Q: 3 clusters Score -1.799176e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148677 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -17991776.000000 Penalty: 5915.070312
	Iteration 39Q: 3 clusters Score -1.799178e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148704 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -17991788.000000 Penalty: 5915.070312
	Iteration 40F: 3 clusters Score -1.799179e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148729 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -17991792.000000 Penalty: 5915.070312
	Iteration 41Q: 3 clusters Score -1.799179e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148755 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -17991812.000000 Penalty: 5915.070312
	Iteration 42Q: 3 clusters Score -1.799181e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148776 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -17991818.000000 Penalty: 5915.070312
	Iteration 43Q: 3 clusters Score -1.799182e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148793 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -17991830.000000 Penalty: 5915.070312
	Iteration 44Q: 3 clusters Score -1.799183e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148813 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -17991790.000000 Penalty: 5915.070312
	Iteration 45Q: 3 clusters Score -1.799179e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148832 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -17991818.000000 Penalty: 5915.070312
	Iteration 46Q: 3 clusters Score -1.799182e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148849 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -17991842.000000 Penalty: 5915.070312
	Iteration 47Q: 3 clusters Score -1.799184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148862 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -17991828.000000 Penalty: 5915.070312
	Iteration 48Q: 3 clusters Score -1.799183e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148875 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -17991808.000000 Penalty: 5915.070312
	Iteration 49Q: 3 clusters Score -1.799181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148886 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -17991802.000000 Penalty: 5915.070312
	Iteration 50Q: 3 clusters Score -1.79918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148892 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -17991806.000000 Penalty: 5915.070312
	Iteration 51Q: 3 clusters Score -1.799181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148899 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -17991810.000000 Penalty: 5915.070312
	Iteration 52Q: 3 clusters Score -1.799181e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148913 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -17991826.000000 Penalty: 5915.070312
	Iteration 53Q: 3 clusters Score -1.799183e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148924 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -17991820.000000 Penalty: 5915.070312
	Iteration 54Q: 3 clusters Score -1.799182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148939 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -17991832.000000 Penalty: 5915.070312
	Iteration 55Q: 3 clusters Score -1.799183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148948 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -17991828.000000 Penalty: 5915.070312
	Iteration 56Q: 3 clusters Score -1.799183e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148959 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -17991824.000000 Penalty: 5915.070312
	Iteration 57Q: 3 clusters Score -1.799182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148969 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -17991846.000000 Penalty: 5915.070312
	Iteration 58Q: 3 clusters Score -1.799185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148973 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -17991826.000000 Penalty: 5915.070312
	Iteration 59Q: 3 clusters Score -1.799183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148978 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -17991828.000000 Penalty: 5915.070312
	Iteration 60F: 3 clusters Score -1.799183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148983 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -17991824.000000 Penalty: 5915.070312
	Iteration 61Q: 3 clusters Score -1.799182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148986 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -17991820.000000 Penalty: 5915.070312
	Iteration 62Q: 3 clusters Score -1.799182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148988 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -17991820.000000 Penalty: 5915.070312
	Iteration 63Q: 3 clusters Score -1.799182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148990 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -17991820.000000 Penalty: 5915.070312
	Iteration 64Q: 3 clusters Score -1.799182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148991 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -17991824.000000 Penalty: 5915.070312
	Iteration 65Q: 3 clusters Score -1.799182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148993 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -17991818.000000 Penalty: 5915.070312
	Iteration 66Q: 3 clusters Score -1.799182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148995 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -17991826.000000 Penalty: 5915.070312
	Iteration 67Q: 3 clusters Score -1.799183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148996 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -17991818.000000 Penalty: 5915.070312
	Iteration 68Q: 3 clusters Score -1.799182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148996 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -17991818.000000 Penalty: 5915.070312
	Iteration 69F: 3 clusters Score -1.799182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Entering Unmasked Estep 
Score: -1838532.375000 Penalty: 2390.003418
	Iteration 0F: 2 clusters Score -1838532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1827447.375000 Penalty: 4780.006836
	Iteration 0F: 3 clusters Score -1827447 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1830897.875000 Penalty: 4780.006836
	Iteration 1F: 3 clusters Score -1830898 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1831199.125000 Penalty: 4780.006836
	Iteration 2F: 3 clusters Score -1831199 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1831416.250000 Penalty: 4780.006836
	Iteration 3Q: 3 clusters Score -1831416 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1831577.000000 Penalty: 4780.006836
	Iteration 4Q: 3 clusters Score -1831577 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1831731.625000 Penalty: 4780.006836
	Iteration 5Q: 3 clusters Score -1831732 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1831880.250000 Penalty: 4780.006836
	Iteration 6Q: 3 clusters Score -1831880 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1832032.375000 Penalty: 4780.006836
	Iteration 7Q: 3 clusters Score -1832032 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1832196.250000 Penalty: 4780.006836
	Iteration 8Q: 3 clusters Score -1832196 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1832375.250000 Penalty: 4780.006836
	Iteration 9Q: 3 clusters Score -1832375 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1832564.000000 Penalty: 4780.006836
	Iteration 10Q: 3 clusters Score -1832564 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1832811.250000 Penalty: 4780.006836
	Iteration 11Q: 3 clusters Score -1832811 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1833192.875000 Penalty: 4780.006836
	Iteration 12Q: 3 clusters Score -1833193 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1833650.125000 Penalty: 4780.006836
	Iteration 13Q: 3 clusters Score -1833650 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1834233.250000 Penalty: 4780.006836
	Iteration 14Q: 3 clusters Score -1834233 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1834804.625000 Penalty: 4780.006836
	Iteration 15Q: 3 clusters Score -1834805 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1835324.250000 Penalty: 4780.006836
	Iteration 16Q: 3 clusters Score -1835324 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1835721.875000 Penalty: 4780.006836
	Iteration 17Q: 3 clusters Score -1835722 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1835982.125000 Penalty: 4780.006836
	Iteration 18Q: 3 clusters Score -1835982 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1836174.750000 Penalty: 4780.006836
	Iteration 19Q: 3 clusters Score -1836175 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1836314.750000 Penalty: 4780.006836
	Iteration 20F: 3 clusters Score -1836315 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1836446.000000 Penalty: 4780.006836
	Iteration 21Q: 3 clusters Score -1836446 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1836546.250000 Penalty: 4780.006836
	Iteration 22Q: 3 clusters Score -1836546 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1836605.750000 Penalty: 4780.006836
	Iteration 23Q: 3 clusters Score -1836606 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1836659.750000 Penalty: 4780.006836
	Iteration 24Q: 3 clusters Score -1836660 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1836703.375000 Penalty: 4780.006836
	Iteration 25Q: 3 clusters Score -1836703 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1836734.625000 Penalty: 4780.006836
	Iteration 26Q: 3 clusters Score -1836735 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1836774.125000 Penalty: 4780.006836
	Iteration 27Q: 3 clusters Score -1836774 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1836806.000000 Penalty: 4780.006836
	Iteration 28Q: 3 clusters Score -1836806 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1836827.625000 Penalty: 4780.006836
	Iteration 29Q: 3 clusters Score -1836828 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1836854.250000 Penalty: 4780.006836
	Iteration 30Q: 3 clusters Score -1836854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1836877.125000 Penalty: 4780.006836
	Iteration 31Q: 3 clusters Score -1836877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1836909.375000 Penalty: 4780.006836
	Iteration 32Q: 3 clusters Score -1836909 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1836957.250000 Penalty: 4780.006836
	Iteration 33Q: 3 clusters Score -1836957 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1837023.625000 Penalty: 4780.006836
	Iteration 34Q: 3 clusters Score -1837024 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1837116.500000 Penalty: 4780.006836
	Iteration 35Q: 3 clusters Score -1837116 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1837202.625000 Penalty: 4780.006836
	Iteration 36Q: 3 clusters Score -1837203 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1837252.500000 Penalty: 4780.006836
	Iteration 37Q: 3 clusters Score -1837252 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1837271.625000 Penalty: 4780.006836
	Iteration 38Q: 3 clusters Score -1837272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1837291.000000 Penalty: 4780.006836
	Iteration 39Q: 3 clusters Score -1837291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1837296.125000 Penalty: 4780.006836
	Iteration 40F: 3 clusters Score -1837296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1837302.500000 Penalty: 4780.006836
	Iteration 41Q: 3 clusters Score -1837302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1837303.875000 Penalty: 4780.006836
	Iteration 42Q: 3 clusters Score -1837304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1837307.125000 Penalty: 4780.006836
	Iteration 43Q: 3 clusters Score -1837307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1837305.875000 Penalty: 4780.006836
	Iteration 44Q: 3 clusters Score -1837306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1837307.875000 Penalty: 4780.006836
	Iteration 45Q: 3 clusters Score -1837308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1837308.875000 Penalty: 4780.006836
	Iteration 46Q: 3 clusters Score -1837309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1837308.875000 Penalty: 4780.006836
	Iteration 47F: 3 clusters Score -1837309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -119996.203125 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -119996.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117997.367188 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -117997.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -118381.671875 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -118381.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -118541.453125 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -118541.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -118633.546875 Penalty: 3477.114746
	Iteration 3Q: 3 clusters Score -118633.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -118714.375000 Penalty: 3477.114746
	Iteration 4Q: 3 clusters Score -118714.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -118768.000000 Penalty: 3477.114746
	Iteration 5Q: 3 clusters Score -118768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -118791.523438 Penalty: 3477.114746
	Iteration 6Q: 3 clusters Score -118791.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -118813.453125 Penalty: 3477.114746
	Iteration 7Q: 3 clusters Score -118813.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -118827.140625 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -118827.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -118833.664062 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -118833.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -118839.328125 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -118839.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -118847.156250 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -118847.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -118854.343750 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -118854.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -118854.945312 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -118854.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -118854.945312 Penalty: 3477.114746
	Iteration 14F: 3 clusters Score -118854.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 26608 members 
Mstep: Class 4 contains 15712 members 
Mstep: Class 5 contains 29985 members 
Mstep: Class 6 contains 21486 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 90289 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4623 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5227 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4837 members 
Mstep: Class 15 contains 43104 members 
Mstep: Class 16 contains 33919 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10349 members 
Mstep: Class 19 contains 212867 members 
Mstep: Class 20 contains 151077 members 
Mstep: Class 21 contains 15323 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052432.000000 Penalty: 73299.523438
Iteration 479Q: 23 clusters Score -8.005243e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 26610 members 
Mstep: Class 4 contains 15708 members 
Mstep: Class 5 contains 29997 members 
Mstep: Class 6 contains 21486 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 90289 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4623 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5227 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4834 members 
Mstep: Class 15 contains 43109 members 
Mstep: Class 16 contains 33916 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10349 members 
Mstep: Class 19 contains 212838 members 
Mstep: Class 20 contains 151096 members 
Mstep: Class 21 contains 15323 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052416.000000 Penalty: 73299.523438
Iteration 480F: 23 clusters Score -8.005242e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2233 members 
Mstep: Class 3 contains 26610 members 
Mstep: Class 4 contains 15707 members 
Mstep: Class 5 contains 30002 members 
Mstep: Class 6 contains 21492 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 90288 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4622 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5228 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4834 members 
Mstep: Class 15 contains 43113 members 
Mstep: Class 16 contains 33915 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10349 members 
Mstep: Class 19 contains 212802 members 
Mstep: Class 20 contains 151120 members 
Mstep: Class 21 contains 15322 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052416.000000 Penalty: 73299.523438
Iteration 481Q: 23 clusters Score -8.005242e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2233 members 
Mstep: Class 3 contains 26610 members 
Mstep: Class 4 contains 15709 members 
Mstep: Class 5 contains 30018 members 
Mstep: Class 6 contains 21491 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 90281 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4623 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5231 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4834 members 
Mstep: Class 15 contains 43113 members 
Mstep: Class 16 contains 33912 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10350 members 
Mstep: Class 19 contains 212751 members 
Mstep: Class 20 contains 151160 members 
Mstep: Class 21 contains 15321 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052400.000000 Penalty: 73299.523438
Iteration 482Q: 23 clusters Score -8.00524e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 26610 members 
Mstep: Class 4 contains 15712 members 
Mstep: Class 5 contains 30029 members 
Mstep: Class 6 contains 21490 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 90282 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4628 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5234 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 43119 members 
Mstep: Class 16 contains 33913 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10349 members 
Mstep: Class 19 contains 212710 members 
Mstep: Class 20 contains 151174 members 
Mstep: Class 21 contains 15320 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052360.000000 Penalty: 73299.523438
Iteration 483Q: 23 clusters Score -8.005236e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 26609 members 
Mstep: Class 4 contains 15716 members 
Mstep: Class 5 contains 30044 members 
Mstep: Class 6 contains 21492 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 90278 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4632 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5236 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 43125 members 
Mstep: Class 16 contains 33915 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10348 members 
Mstep: Class 19 contains 212664 members 
Mstep: Class 20 contains 151191 members 
Mstep: Class 21 contains 15320 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052400.000000 Penalty: 73299.523438
Iteration 484Q: 23 clusters Score -8.00524e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2231 members 
Mstep: Class 3 contains 26611 members 
Mstep: Class 4 contains 15717 members 
Mstep: Class 5 contains 30060 members 
Mstep: Class 6 contains 21491 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 90275 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4633 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5238 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4834 members 
Mstep: Class 15 contains 43132 members 
Mstep: Class 16 contains 33913 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10346 members 
Mstep: Class 19 contains 212644 members 
Mstep: Class 20 contains 151192 members 
Mstep: Class 21 contains 15320 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052416.000000 Penalty: 73299.523438
Iteration 485Q: 23 clusters Score -8.005242e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2231 members 
Mstep: Class 3 contains 26610 members 
Mstep: Class 4 contains 15719 members 
Mstep: Class 5 contains 30073 members 
Mstep: Class 6 contains 21493 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 90275 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5239 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4834 members 
Mstep: Class 15 contains 43139 members 
Mstep: Class 16 contains 33916 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10344 members 
Mstep: Class 19 contains 212626 members 
Mstep: Class 20 contains 151184 members 
Mstep: Class 21 contains 15320 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052376.000000 Penalty: 73299.523438
Iteration 486Q: 23 clusters Score -8.005238e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2231 members 
Mstep: Class 3 contains 26615 members 
Mstep: Class 4 contains 15721 members 
Mstep: Class 5 contains 30091 members 
Mstep: Class 6 contains 21495 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 90269 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5237 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4834 members 
Mstep: Class 15 contains 43146 members 
Mstep: Class 16 contains 33922 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 212613 members 
Mstep: Class 20 contains 151166 members 
Mstep: Class 21 contains 15322 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052512.000000 Penalty: 73299.523438
Iteration 487Q: 23 clusters Score -8.005251e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2231 members 
Mstep: Class 3 contains 26616 members 
Mstep: Class 4 contains 15723 members 
Mstep: Class 5 contains 30112 members 
Mstep: Class 6 contains 21494 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 90257 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5238 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4833 members 
Mstep: Class 15 contains 43148 members 
Mstep: Class 16 contains 33924 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10337 members 
Mstep: Class 19 contains 212645 members 
Mstep: Class 20 contains 151121 members 
Mstep: Class 21 contains 15324 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052504.000000 Penalty: 73299.523438
Iteration 488Q: 23 clusters Score -8.00525e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2230 members 
Mstep: Class 3 contains 26619 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 30129 members 
Mstep: Class 6 contains 21494 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 90251 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5238 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4833 members 
Mstep: Class 15 contains 43153 members 
Mstep: Class 16 contains 33926 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10334 members 
Mstep: Class 19 contains 212644 members 
Mstep: Class 20 contains 151104 members 
Mstep: Class 21 contains 15324 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052448.000000 Penalty: 73299.523438
Iteration 489Q: 23 clusters Score -8.005245e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2229 members 
Mstep: Class 3 contains 26620 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 30151 members 
Mstep: Class 6 contains 21502 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 90251 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5238 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4834 members 
Mstep: Class 15 contains 43157 members 
Mstep: Class 16 contains 33927 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10335 members 
Mstep: Class 19 contains 212649 members 
Mstep: Class 20 contains 151061 members 
Mstep: Class 21 contains 15324 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052536.000000 Penalty: 73299.523438
Iteration 490Q: 23 clusters Score -8.005254e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2228 members 
Mstep: Class 3 contains 26623 members 
Mstep: Class 4 contains 15720 members 
Mstep: Class 5 contains 30172 members 
Mstep: Class 6 contains 21508 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 90257 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5237 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4832 members 
Mstep: Class 15 contains 43167 members 
Mstep: Class 16 contains 33935 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 10335 members 
Mstep: Class 19 contains 212636 members 
Mstep: Class 20 contains 151024 members 
Mstep: Class 21 contains 15325 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052472.000000 Penalty: 73299.523438
Iteration 491Q: 23 clusters Score -8.005247e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2228 members 
Mstep: Class 3 contains 26623 members 
Mstep: Class 4 contains 15716 members 
Mstep: Class 5 contains 30189 members 
Mstep: Class 6 contains 21509 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 90264 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5238 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4832 members 
Mstep: Class 15 contains 43172 members 
Mstep: Class 16 contains 33941 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10337 members 
Mstep: Class 19 contains 212624 members 
Mstep: Class 20 contains 151002 members 
Mstep: Class 21 contains 15326 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052336.000000 Penalty: 73299.523438
Iteration 492Q: 23 clusters Score -8.005234e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2227 members 
Mstep: Class 3 contains 26621 members 
Mstep: Class 4 contains 15714 members 
Mstep: Class 5 contains 30200 members 
Mstep: Class 6 contains 21509 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 90272 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5237 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 43170 members 
Mstep: Class 16 contains 33944 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10337 members 
Mstep: Class 19 contains 212622 members 
Mstep: Class 20 contains 150991 members 
Mstep: Class 21 contains 15328 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052352.000000 Penalty: 73299.523438
Iteration 493Q: 23 clusters Score -8.005235e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2227 members 
Mstep: Class 3 contains 26623 members 
Mstep: Class 4 contains 15715 members 
Mstep: Class 5 contains 30208 members 
Mstep: Class 6 contains 21514 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 90289 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5239 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4829 members 
Mstep: Class 15 contains 43179 members 
Mstep: Class 16 contains 33947 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10338 members 
Mstep: Class 19 contains 212600 members 
Mstep: Class 20 contains 150965 members 
Mstep: Class 21 contains 15327 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052456.000000 Penalty: 73299.523438
Iteration 494Q: 23 clusters Score -8.005246e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2227 members 
Mstep: Class 3 contains 26631 members 
Mstep: Class 4 contains 15715 members 
Mstep: Class 5 contains 30214 members 
Mstep: Class 6 contains 21519 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 90317 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5239 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4829 members 
Mstep: Class 15 contains 43190 members 
Mstep: Class 16 contains 33950 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10339 members 
Mstep: Class 19 contains 212560 members 
Mstep: Class 20 contains 150942 members 
Mstep: Class 21 contains 15327 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052480.000000 Penalty: 73299.523438
Iteration 495Q: 23 clusters Score -8.005248e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2227 members 
Mstep: Class 3 contains 26633 members 
Mstep: Class 4 contains 15717 members 
Mstep: Class 5 contains 30232 members 
Mstep: Class 6 contains 21519 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 90334 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5240 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4829 members 
Mstep: Class 15 contains 43196 members 
Mstep: Class 16 contains 33951 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 212561 members 
Mstep: Class 20 contains 150891 members 
Mstep: Class 21 contains 15328 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052472.000000 Penalty: 73299.523438
Iteration 496Q: 23 clusters Score -8.005247e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2227 members 
Mstep: Class 3 contains 26633 members 
Mstep: Class 4 contains 15715 members 
Mstep: Class 5 contains 30254 members 
Mstep: Class 6 contains 21520 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 90342 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5239 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4829 members 
Mstep: Class 15 contains 43200 members 
Mstep: Class 16 contains 33950 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10344 members 
Mstep: Class 19 contains 212550 members 
Mstep: Class 20 contains 150866 members 
Mstep: Class 21 contains 15327 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052552.000000 Penalty: 73299.523438
Iteration 497Q: 23 clusters Score -8.005255e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2227 members 
Mstep: Class 3 contains 26635 members 
Mstep: Class 4 contains 15718 members 
Mstep: Class 5 contains 30278 members 
Mstep: Class 6 contains 21518 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 90355 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4639 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5241 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 43202 members 
Mstep: Class 16 contains 33947 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10346 members 
Mstep: Class 19 contains 212499 members 
Mstep: Class 20 contains 150874 members 
Mstep: Class 21 contains 15327 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052520.000000 Penalty: 73299.523438
Iteration 498Q: 23 clusters Score -8.005252e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2227 members 
Mstep: Class 3 contains 26640 members 
Mstep: Class 4 contains 15720 members 
Mstep: Class 5 contains 30297 members 
Mstep: Class 6 contains 21512 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 90362 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5242 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 43210 members 
Mstep: Class 16 contains 33945 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10349 members 
Mstep: Class 19 contains 212439 members 
Mstep: Class 20 contains 150899 members 
Mstep: Class 21 contains 15326 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052376.000000 Penalty: 73299.523438
Iteration 499Q: 23 clusters Score -8.005238e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2227 members 
Mstep: Class 3 contains 26639 members 
Mstep: Class 4 contains 15720 members 
Mstep: Class 5 contains 30316 members 
Mstep: Class 6 contains 21513 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 90374 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 4639 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 5242 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 4828 members 
Mstep: Class 15 contains 43218 members 
Mstep: Class 16 contains 33946 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 10350 members 
Mstep: Class 19 contains 212385 members 
Mstep: Class 20 contains 150913 members 
Mstep: Class 21 contains 15326 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80052320.000000 Penalty: 73299.523438
Iteration 500F: 23 clusters Score -8.005232e+07 nChanged 232
Maximum iterations exceeded
--- Evaluating fit on full set of 2049847 points ---
Entering Unmasked Estep 
Score: -239163680.000000 Penalty: 79293.554688
22->23 Clusters: Score -239163680.000000, best is -239694464.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 683282 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 31161 members 
Mstep: Class 3 contains 31465 members 
Mstep: Class 4 contains 31036 members 
Mstep: Class 5 contains 31034 members 
Mstep: Class 6 contains 31158 members 
Mstep: Class 7 contains 30922 members 
Mstep: Class 8 contains 31104 members 
Mstep: Class 9 contains 30726 members 
Mstep: Class 10 contains 31131 members 
Mstep: Class 11 contains 30976 members 
Mstep: Class 12 contains 31011 members 
Mstep: Class 13 contains 30992 members 
Mstep: Class 14 contains 30820 members 
Mstep: Class 15 contains 31370 members 
Mstep: Class 16 contains 31140 members 
Mstep: Class 17 contains 31059 members 
Mstep: Class 18 contains 31133 members 
Mstep: Class 19 contains 31060 members 
Mstep: Class 20 contains 31155 members 
Mstep: Class 21 contains 30794 members 
Mstep: Class 22 contains 31248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 263.077362 but Gain 3331.796875
Score: -76975992.000000 Penalty: 69967.726562
Iteration 0F: 22 clusters Score -7.697599e+07 nChanged 647855
Entering Unmasked Mstep 
Mstep: Class 0 contains 1503 members 
Mstep: Class 2 contains 29214 members 
Mstep: Class 3 contains 22906 members 
Mstep: Class 4 contains 90051 members 
Mstep: Class 5 contains 63617 members 
Mstep: Class 6 contains 12912 members 
Mstep: Class 7 contains 48288 members 
Mstep: Class 8 contains 29767 members 
Mstep: Class 9 contains 25719 members 
Mstep: Class 10 contains 26527 members 
Mstep: Class 11 contains 24681 members 
Mstep: Class 12 contains 22354 members 
Mstep: Class 13 contains 17583 members 
Mstep: Class 14 contains 3764 members 
Mstep: Class 15 contains 26577 members 
Mstep: Class 16 contains 29130 members 
Mstep: Class 17 contains 64700 members 
Mstep: Class 18 contains 12293 members 
Mstep: Class 19 contains 53346 members 
Mstep: Class 20 contains 16861 members 
Mstep: Class 21 contains 37810 members 
Mstep: Class 22 contains 23679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78988232.000000 Penalty: 69967.726562
Iteration 1F: 22 clusters Score -7.898823e+07 nChanged 238003
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 2 contains 29120 members 
Mstep: Class 3 contains 22885 members 
Mstep: Class 4 contains 114074 members 
Mstep: Class 5 contains 74939 members 
Mstep: Class 6 contains 5647 members 
Mstep: Class 7 contains 37249 members 
Mstep: Class 8 contains 31440 members 
Mstep: Class 9 contains 22316 members 
Mstep: Class 10 contains 21067 members 
Mstep: Class 11 contains 24806 members 
Mstep: Class 12 contains 22031 members 
Mstep: Class 13 contains 11620 members 
Mstep: Class 14 contains 4267 members 
Mstep: Class 15 contains 18925 members 
Mstep: Class 16 contains 34727 members 
Mstep: Class 17 contains 82824 members 
Mstep: Class 18 contains 10011 members 
Mstep: Class 19 contains 48264 members 
Mstep: Class 20 contains 15176 members 
Mstep: Class 21 contains 36028 members 
Mstep: Class 22 contains 15551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79414408.000000 Penalty: 69967.726562
Iteration 2F: 22 clusters Score -7.941441e+07 nChanged 172840
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 2 contains 24317 members 
Mstep: Class 3 contains 23091 members 
Mstep: Class 4 contains 157314 members 
Mstep: Class 5 contains 79553 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 26128 members 
Mstep: Class 8 contains 31012 members 
Mstep: Class 9 contains 17233 members 
Mstep: Class 10 contains 14901 members 
Mstep: Class 11 contains 21487 members 
Mstep: Class 12 contains 18461 members 
Mstep: Class 13 contains 7956 members 
Mstep: Class 14 contains 3302 members 
Mstep: Class 15 contains 15061 members 
Mstep: Class 16 contains 36157 members 
Mstep: Class 17 contains 93763 members 
Mstep: Class 18 contains 7115 members 
Mstep: Class 19 contains 46315 members 
Mstep: Class 20 contains 12994 members 
Mstep: Class 21 contains 32836 members 
Mstep: Class 22 contains 11632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3046.874268 but Gain 3331.796875
Score: -79616160.000000 Penalty: 66635.929688
Iteration 3F: 21 clusters Score -7.961616e+07 nChanged 132084
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 2 contains 17066 members 
Mstep: Class 3 contains 23593 members 
Mstep: Class 4 contains 212049 members 
Mstep: Class 5 contains 77088 members 
Mstep: Class 7 contains 17422 members 
Mstep: Class 8 contains 27728 members 
Mstep: Class 9 contains 11635 members 
Mstep: Class 10 contains 9120 members 
Mstep: Class 11 contains 18306 members 
Mstep: Class 12 contains 13013 members 
Mstep: Class 13 contains 5858 members 
Mstep: Class 14 contains 2861 members 
Mstep: Class 15 contains 12669 members 
Mstep: Class 16 contains 35819 members 
Mstep: Class 17 contains 96748 members 
Mstep: Class 18 contains 4924 members 
Mstep: Class 19 contains 45908 members 
Mstep: Class 20 contains 11345 members 
Mstep: Class 21 contains 30542 members 
Mstep: Class 22 contains 9529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79741816.000000 Penalty: 66635.929688
Iteration 4F: 21 clusters Score -7.974182e+07 nChanged 105502
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 10629 members 
Mstep: Class 3 contains 24120 members 
Mstep: Class 4 contains 267947 members 
Mstep: Class 5 contains 67938 members 
Mstep: Class 7 contains 11102 members 
Mstep: Class 8 contains 23058 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 4874 members 
Mstep: Class 11 contains 16404 members 
Mstep: Class 12 contains 8563 members 
Mstep: Class 13 contains 4516 members 
Mstep: Class 14 contains 2748 members 
Mstep: Class 15 contains 10190 members 
Mstep: Class 16 contains 36241 members 
Mstep: Class 17 contains 92462 members 
Mstep: Class 18 contains 3471 members 
Mstep: Class 19 contains 46135 members 
Mstep: Class 20 contains 10138 members 
Mstep: Class 21 contains 27306 members 
Mstep: Class 22 contains 8323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2627.576416 but Gain 3331.796875
Score: -79778488.000000 Penalty: 63304.132812
Iteration 5F: 20 clusters Score -7.977849e+07 nChanged 85564
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 7252 members 
Mstep: Class 3 contains 25372 members 
Mstep: Class 4 contains 293240 members 
Mstep: Class 5 contains 62064 members 
Mstep: Class 7 contains 8162 members 
Mstep: Class 8 contains 21095 members 
Mstep: Class 9 contains 4671 members 
Mstep: Class 11 contains 15926 members 
Mstep: Class 12 contains 6320 members 
Mstep: Class 13 contains 3873 members 
Mstep: Class 14 contains 2695 members 
Mstep: Class 15 contains 7743 members 
Mstep: Class 16 contains 39045 members 
Mstep: Class 17 contains 91562 members 
Mstep: Class 18 contains 2682 members 
Mstep: Class 19 contains 50009 members 
Mstep: Class 20 contains 9244 members 
Mstep: Class 21 contains 24181 members 
Mstep: Class 22 contains 8088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2840.435791 but Gain 3331.796875
Score: -79796040.000000 Penalty: 59972.335938
Iteration 6F: 19 clusters Score -7.979604e+07 nChanged 63017
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 27327 members 
Mstep: Class 4 contains 291666 members 
Mstep: Class 5 contains 60190 members 
Mstep: Class 7 contains 7074 members 
Mstep: Class 8 contains 21882 members 
Mstep: Class 9 contains 3606 members 
Mstep: Class 11 contains 16296 members 
Mstep: Class 12 contains 5300 members 
Mstep: Class 13 contains 3668 members 
Mstep: Class 14 contains 2651 members 
Mstep: Class 15 contains 5801 members 
Mstep: Class 16 contains 43218 members 
Mstep: Class 17 contains 95396 members 
Mstep: Class 19 contains 56076 members 
Mstep: Class 20 contains 8387 members 
Mstep: Class 21 contains 20720 members 
Mstep: Class 22 contains 8251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79826632.000000 Penalty: 59972.335938
Iteration 7F: 19 clusters Score -7.982663e+07 nChanged 51006
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 4613 members 
Mstep: Class 3 contains 28993 members 
Mstep: Class 4 contains 280305 members 
Mstep: Class 5 contains 59980 members 
Mstep: Class 7 contains 6393 members 
Mstep: Class 8 contains 23294 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 11 contains 16432 members 
Mstep: Class 12 contains 4632 members 
Mstep: Class 13 contains 3548 members 
Mstep: Class 14 contains 2638 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 47056 members 
Mstep: Class 17 contains 101777 members 
Mstep: Class 19 contains 62770 members 
Mstep: Class 20 contains 7532 members 
Mstep: Class 21 contains 17450 members 
Mstep: Class 22 contains 8159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79856336.000000 Penalty: 59972.335938
Iteration 8F: 19 clusters Score -7.985634e+07 nChanged 45011
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 3834 members 
Mstep: Class 3 contains 30333 members 
Mstep: Class 4 contains 265195 members 
Mstep: Class 5 contains 60827 members 
Mstep: Class 7 contains 6081 members 
Mstep: Class 8 contains 24485 members 
Mstep: Class 9 contains 2742 members 
Mstep: Class 11 contains 16264 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3464 members 
Mstep: Class 14 contains 2632 members 
Mstep: Class 15 contains 3947 members 
Mstep: Class 16 contains 50637 members 
Mstep: Class 17 contains 110121 members 
Mstep: Class 19 contains 68607 members 
Mstep: Class 20 contains 6880 members 
Mstep: Class 21 contains 14985 members 
Mstep: Class 22 contains 8036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 3271.893066 but Gain 3331.796875
Score: -79886176.000000 Penalty: 56640.539062
Iteration 9F: 18 clusters Score -7.988618e+07 nChanged 42885
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 3266 members 
Mstep: Class 3 contains 31260 members 
Mstep: Class 4 contains 250489 members 
Mstep: Class 5 contains 62641 members 
Mstep: Class 7 contains 6139 members 
Mstep: Class 8 contains 25259 members 
Mstep: Class 11 contains 15865 members 
Mstep: Class 12 contains 3956 members 
Mstep: Class 13 contains 3403 members 
Mstep: Class 14 contains 2624 members 
Mstep: Class 15 contains 3602 members 
Mstep: Class 16 contains 53706 members 
Mstep: Class 17 contains 120345 members 
Mstep: Class 19 contains 72942 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 13445 members 
Mstep: Class 22 contains 7856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 3185.983643 but Gain 3331.796875
Score: -79917464.000000 Penalty: 53308.742188
Iteration 10F: 17 clusters Score -7.991746e+07 nChanged 40084
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 31932 members 
Mstep: Class 4 contains 235766 members 
Mstep: Class 5 contains 64774 members 
Mstep: Class 7 contains 6116 members 
Mstep: Class 8 contains 25618 members 
Mstep: Class 11 contains 15204 members 
Mstep: Class 12 contains 3746 members 
Mstep: Class 13 contains 3370 members 
Mstep: Class 14 contains 2620 members 
Mstep: Class 15 contains 3396 members 
Mstep: Class 16 contains 56611 members 
Mstep: Class 17 contains 132133 members 
Mstep: Class 19 contains 75566 members 
Mstep: Class 20 contains 6064 members 
Mstep: Class 21 contains 12585 members 
Mstep: Class 22 contains 7724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79946712.000000 Penalty: 53308.742188
Iteration 11F: 17 clusters Score -7.994671e+07 nChanged 33587
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 32550 members 
Mstep: Class 4 contains 220728 members 
Mstep: Class 5 contains 66480 members 
Mstep: Class 7 contains 6023 members 
Mstep: Class 8 contains 25560 members 
Mstep: Class 11 contains 14431 members 
Mstep: Class 12 contains 3527 members 
Mstep: Class 13 contains 3411 members 
Mstep: Class 14 contains 2618 members 
Mstep: Class 15 contains 3236 members 
Mstep: Class 16 contains 58153 members 
Mstep: Class 17 contains 144371 members 
Mstep: Class 19 contains 76631 members 
Mstep: Class 20 contains 5783 members 
Mstep: Class 21 contains 12092 members 
Mstep: Class 22 contains 7631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79969584.000000 Penalty: 53308.742188
Iteration 12Q: 17 clusters Score -7.996958e+07 nChanged 27777
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 33030 members 
Mstep: Class 4 contains 210251 members 
Mstep: Class 5 contains 67091 members 
Mstep: Class 7 contains 5852 members 
Mstep: Class 8 contains 25261 members 
Mstep: Class 11 contains 13638 members 
Mstep: Class 12 contains 3358 members 
Mstep: Class 13 contains 3490 members 
Mstep: Class 14 contains 2620 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 58840 members 
Mstep: Class 17 contains 155480 members 
Mstep: Class 19 contains 76377 members 
Mstep: Class 20 contains 5603 members 
Mstep: Class 21 contains 11761 members 
Mstep: Class 22 contains 7489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79982704.000000 Penalty: 53308.742188
Iteration 13Q: 17 clusters Score -7.99827e+07 nChanged 22277
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 33411 members 
Mstep: Class 4 contains 203806 members 
Mstep: Class 5 contains 66518 members 
Mstep: Class 7 contains 5626 members 
Mstep: Class 8 contains 24805 members 
Mstep: Class 11 contains 12857 members 
Mstep: Class 12 contains 3204 members 
Mstep: Class 13 contains 3610 members 
Mstep: Class 14 contains 2619 members 
Mstep: Class 15 contains 2974 members 
Mstep: Class 16 contains 58944 members 
Mstep: Class 17 contains 165037 members 
Mstep: Class 19 contains 75535 members 
Mstep: Class 20 contains 5479 members 
Mstep: Class 21 contains 11464 members 
Mstep: Class 22 contains 7336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79988968.000000 Penalty: 53308.742188
Iteration 14Q: 17 clusters Score -7.998897e+07 nChanged 19353
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 33692 members 
Mstep: Class 4 contains 197888 members 
Mstep: Class 5 contains 65390 members 
Mstep: Class 7 contains 5344 members 
Mstep: Class 8 contains 24428 members 
Mstep: Class 11 contains 12175 members 
Mstep: Class 12 contains 3086 members 
Mstep: Class 13 contains 3772 members 
Mstep: Class 14 contains 2621 members 
Mstep: Class 15 contains 2899 members 
Mstep: Class 16 contains 58894 members 
Mstep: Class 17 contains 174590 members 
Mstep: Class 19 contains 74622 members 
Mstep: Class 20 contains 5403 members 
Mstep: Class 21 contains 11195 members 
Mstep: Class 22 contains 7226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79993768.000000 Penalty: 53308.742188
Iteration 15Q: 17 clusters Score -7.999377e+07 nChanged 18179
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 33907 members 
Mstep: Class 4 contains 192214 members 
Mstep: Class 5 contains 63836 members 
Mstep: Class 7 contains 5029 members 
Mstep: Class 8 contains 24085 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 2999 members 
Mstep: Class 13 contains 3946 members 
Mstep: Class 14 contains 2624 members 
Mstep: Class 15 contains 2834 members 
Mstep: Class 16 contains 58831 members 
Mstep: Class 17 contains 184292 members 
Mstep: Class 19 contains 73651 members 
Mstep: Class 20 contains 5365 members 
Mstep: Class 21 contains 10953 members 
Mstep: Class 22 contains 7133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79996432.000000 Penalty: 53308.742188
Iteration 16Q: 17 clusters Score -7.999643e+07 nChanged 17699
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 34059 members 
Mstep: Class 4 contains 186569 members 
Mstep: Class 5 contains 62093 members 
Mstep: Class 7 contains 4693 members 
Mstep: Class 8 contains 23858 members 
Mstep: Class 11 contains 10969 members 
Mstep: Class 12 contains 2913 members 
Mstep: Class 13 contains 4131 members 
Mstep: Class 14 contains 2623 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 58734 members 
Mstep: Class 17 contains 193971 members 
Mstep: Class 19 contains 72643 members 
Mstep: Class 20 contains 5334 members 
Mstep: Class 21 contains 10742 members 
Mstep: Class 22 contains 7082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79999760.000000 Penalty: 53308.742188
Iteration 17Q: 17 clusters Score -7.999976e+07 nChanged 19981
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 34220 members 
Mstep: Class 4 contains 178255 members 
Mstep: Class 5 contains 60209 members 
Mstep: Class 7 contains 4389 members 
Mstep: Class 8 contains 23837 members 
Mstep: Class 11 contains 10486 members 
Mstep: Class 12 contains 2828 members 
Mstep: Class 13 contains 4291 members 
Mstep: Class 14 contains 2622 members 
Mstep: Class 15 contains 2787 members 
Mstep: Class 16 contains 58542 members 
Mstep: Class 17 contains 206419 members 
Mstep: Class 19 contains 71421 members 
Mstep: Class 20 contains 5311 members 
Mstep: Class 21 contains 10532 members 
Mstep: Class 22 contains 7076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80004808.000000 Penalty: 53308.742188
Iteration 18Q: 17 clusters Score -8.000481e+07 nChanged 26616
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 34383 members 
Mstep: Class 4 contains 164231 members 
Mstep: Class 5 contains 58246 members 
Mstep: Class 7 contains 4150 members 
Mstep: Class 8 contains 24009 members 
Mstep: Class 11 contains 10013 members 
Mstep: Class 12 contains 2763 members 
Mstep: Class 13 contains 4485 members 
Mstep: Class 14 contains 2623 members 
Mstep: Class 15 contains 2761 members 
Mstep: Class 16 contains 58148 members 
Mstep: Class 17 contains 225185 members 
Mstep: Class 19 contains 69527 members 
Mstep: Class 20 contains 5300 members 
Mstep: Class 21 contains 10334 members 
Mstep: Class 22 contains 7067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80003416.000000 Penalty: 53308.742188
Iteration 19Q: 17 clusters Score -8.000342e+07 nChanged 35128
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 34525 members 
Mstep: Class 4 contains 144165 members 
Mstep: Class 5 contains 56496 members 
Mstep: Class 7 contains 3960 members 
Mstep: Class 8 contains 24387 members 
Mstep: Class 11 contains 9612 members 
Mstep: Class 12 contains 2748 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 2623 members 
Mstep: Class 15 contains 2754 members 
Mstep: Class 16 contains 57998 members 
Mstep: Class 17 contains 248937 members 
Mstep: Class 19 contains 67827 members 
Mstep: Class 20 contains 5311 members 
Mstep: Class 21 contains 10127 members 
Mstep: Class 22 contains 7083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79989192.000000 Penalty: 53308.742188
Iteration 20F: 17 clusters Score -7.998919e+07 nChanged 37933
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 34593 members 
Mstep: Class 4 contains 125306 members 
Mstep: Class 5 contains 55518 members 
Mstep: Class 7 contains 3791 members 
Mstep: Class 8 contains 25117 members 
Mstep: Class 11 contains 9266 members 
Mstep: Class 12 contains 2765 members 
Mstep: Class 13 contains 4876 members 
Mstep: Class 14 contains 2621 members 
Mstep: Class 15 contains 2752 members 
Mstep: Class 16 contains 58390 members 
Mstep: Class 17 contains 268351 members 
Mstep: Class 19 contains 67508 members 
Mstep: Class 20 contains 5319 members 
Mstep: Class 21 contains 9927 members 
Mstep: Class 22 contains 7125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79971088.000000 Penalty: 53308.742188
Iteration 21F: 17 clusters Score -7.997109e+07 nChanged 30403
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 34689 members 
Mstep: Class 4 contains 114676 members 
Mstep: Class 5 contains 55337 members 
Mstep: Class 7 contains 3580 members 
Mstep: Class 8 contains 25809 members 
Mstep: Class 11 contains 8980 members 
Mstep: Class 12 contains 2758 members 
Mstep: Class 13 contains 5109 members 
Mstep: Class 14 contains 2623 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 16 contains 59468 members 
Mstep: Class 17 contains 276673 members 
Mstep: Class 19 contains 68572 members 
Mstep: Class 20 contains 5323 members 
Mstep: Class 21 contains 9781 members 
Mstep: Class 22 contains 7097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79960912.000000 Penalty: 53308.742188
Iteration 22Q: 17 clusters Score -7.996091e+07 nChanged 22242
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 34821 members 
Mstep: Class 4 contains 110741 members 
Mstep: Class 5 contains 55465 members 
Mstep: Class 7 contains 3324 members 
Mstep: Class 8 contains 26572 members 
Mstep: Class 11 contains 8704 members 
Mstep: Class 12 contains 2770 members 
Mstep: Class 13 contains 5415 members 
Mstep: Class 14 contains 2625 members 
Mstep: Class 15 contains 2742 members 
Mstep: Class 16 contains 60807 members 
Mstep: Class 17 contains 277375 members 
Mstep: Class 19 contains 69745 members 
Mstep: Class 20 contains 5330 members 
Mstep: Class 21 contains 9705 members 
Mstep: Class 22 contains 7084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79957624.000000 Penalty: 53308.742188
Iteration 23Q: 17 clusters Score -7.995762e+07 nChanged 16565
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 34931 members 
Mstep: Class 4 contains 110177 members 
Mstep: Class 5 contains 55691 members 
Mstep: Class 7 contains 3056 members 
Mstep: Class 8 contains 27326 members 
Mstep: Class 11 contains 8426 members 
Mstep: Class 12 contains 2740 members 
Mstep: Class 13 contains 5707 members 
Mstep: Class 14 contains 2626 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 16 contains 62110 members 
Mstep: Class 17 contains 274939 members 
Mstep: Class 19 contains 70647 members 
Mstep: Class 20 contains 5337 members 
Mstep: Class 21 contains 9676 members 
Mstep: Class 22 contains 7097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79958232.000000 Penalty: 53308.742188
Iteration 24Q: 17 clusters Score -7.995823e+07 nChanged 13629
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 35002 members 
Mstep: Class 4 contains 111643 members 
Mstep: Class 5 contains 56026 members 
Mstep: Class 7 contains 2827 members 
Mstep: Class 8 contains 28050 members 
Mstep: Class 11 contains 8129 members 
Mstep: Class 12 contains 2695 members 
Mstep: Class 13 contains 6051 members 
Mstep: Class 14 contains 2625 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 16 contains 63290 members 
Mstep: Class 17 contains 270651 members 
Mstep: Class 19 contains 71391 members 
Mstep: Class 20 contains 5336 members 
Mstep: Class 21 contains 9655 members 
Mstep: Class 22 contains 7111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79960616.000000 Penalty: 53308.742188
Iteration 25Q: 17 clusters Score -7.996062e+07 nChanged 11873
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 35044 members 
Mstep: Class 4 contains 114282 members 
Mstep: Class 5 contains 56297 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 28724 members 
Mstep: Class 11 contains 7820 members 
Mstep: Class 12 contains 2657 members 
Mstep: Class 13 contains 6390 members 
Mstep: Class 14 contains 2627 members 
Mstep: Class 15 contains 2741 members 
Mstep: Class 16 contains 64314 members 
Mstep: Class 17 contains 265744 members 
Mstep: Class 19 contains 71889 members 
Mstep: Class 20 contains 5336 members 
Mstep: Class 21 contains 9609 members 
Mstep: Class 22 contains 7125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79964232.000000 Penalty: 53308.742188
Iteration 26Q: 17 clusters Score -7.996423e+07 nChanged 10840
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 35072 members 
Mstep: Class 4 contains 117667 members 
Mstep: Class 5 contains 56498 members 
Mstep: Class 7 contains 2467 members 
Mstep: Class 8 contains 29334 members 
Mstep: Class 11 contains 7524 members 
Mstep: Class 12 contains 2618 members 
Mstep: Class 13 contains 6717 members 
Mstep: Class 14 contains 2627 members 
Mstep: Class 15 contains 2741 members 
Mstep: Class 16 contains 65158 members 
Mstep: Class 17 contains 260550 members 
Mstep: Class 19 contains 72227 members 
Mstep: Class 20 contains 5344 members 
Mstep: Class 21 contains 9556 members 
Mstep: Class 22 contains 7125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79968224.000000 Penalty: 53308.742188
Iteration 27Q: 17 clusters Score -7.996822e+07 nChanged 10156
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 35090 members 
Mstep: Class 4 contains 121517 members 
Mstep: Class 5 contains 56648 members 
Mstep: Class 7 contains 2359 members 
Mstep: Class 8 contains 29891 members 
Mstep: Class 11 contains 7198 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 7056 members 
Mstep: Class 14 contains 2629 members 
Mstep: Class 15 contains 2737 members 
Mstep: Class 16 contains 65807 members 
Mstep: Class 17 contains 255270 members 
Mstep: Class 19 contains 72474 members 
Mstep: Class 20 contains 5352 members 
Mstep: Class 21 contains 9487 members 
Mstep: Class 22 contains 7137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79972600.000000 Penalty: 53308.742188
Iteration 28Q: 17 clusters Score -7.99726e+07 nChanged 9904
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 35052 members 
Mstep: Class 4 contains 125690 members 
Mstep: Class 5 contains 56736 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 30333 members 
Mstep: Class 11 contains 6859 members 
Mstep: Class 12 contains 2516 members 
Mstep: Class 13 contains 7419 members 
Mstep: Class 14 contains 2628 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 16 contains 66361 members 
Mstep: Class 17 contains 250109 members 
Mstep: Class 19 contains 72581 members 
Mstep: Class 20 contains 5357 members 
Mstep: Class 21 contains 9424 members 
Mstep: Class 22 contains 7137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79975936.000000 Penalty: 53308.742188
Iteration 29Q: 17 clusters Score -7.997594e+07 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 34980 members 
Mstep: Class 4 contains 130327 members 
Mstep: Class 5 contains 56724 members 
Mstep: Class 7 contains 2205 members 
Mstep: Class 8 contains 30705 members 
Mstep: Class 11 contains 6541 members 
Mstep: Class 12 contains 2461 members 
Mstep: Class 13 contains 7819 members 
Mstep: Class 14 contains 2625 members 
Mstep: Class 15 contains 2745 members 
Mstep: Class 16 contains 66814 members 
Mstep: Class 17 contains 244833 members 
Mstep: Class 19 contains 72589 members 
Mstep: Class 20 contains 5360 members 
Mstep: Class 21 contains 9366 members 
Mstep: Class 22 contains 7131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79981544.000000 Penalty: 53308.742188
Iteration 30Q: 17 clusters Score -7.998154e+07 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 34878 members 
Mstep: Class 4 contains 134978 members 
Mstep: Class 5 contains 56553 members 
Mstep: Class 7 contains 2138 members 
Mstep: Class 8 contains 30932 members 
Mstep: Class 11 contains 6262 members 
Mstep: Class 12 contains 2393 members 
Mstep: Class 13 contains 8224 members 
Mstep: Class 14 contains 2624 members 
Mstep: Class 15 contains 2745 members 
Mstep: Class 16 contains 67128 members 
Mstep: Class 17 contains 240080 members 
Mstep: Class 19 contains 72499 members 
Mstep: Class 20 contains 5357 members 
Mstep: Class 21 contains 9311 members 
Mstep: Class 22 contains 7123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79985960.000000 Penalty: 53308.742188
Iteration 31Q: 17 clusters Score -7.998596e+07 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 34760 members 
Mstep: Class 4 contains 139544 members 
Mstep: Class 5 contains 56276 members 
Mstep: Class 7 contains 2104 members 
Mstep: Class 8 contains 31020 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 8678 members 
Mstep: Class 14 contains 2623 members 
Mstep: Class 15 contains 2736 members 
Mstep: Class 16 contains 67332 members 
Mstep: Class 17 contains 235788 members 
Mstep: Class 19 contains 72306 members 
Mstep: Class 20 contains 5354 members 
Mstep: Class 21 contains 9258 members 
Mstep: Class 22 contains 7124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79989992.000000 Penalty: 53308.742188
Iteration 32Q: 17 clusters Score -7.998999e+07 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 34553 members 
Mstep: Class 4 contains 143825 members 
Mstep: Class 5 contains 55932 members 
Mstep: Class 7 contains 2078 members 
Mstep: Class 8 contains 31040 members 
Mstep: Class 11 contains 5739 members 
Mstep: Class 12 contains 2267 members 
Mstep: Class 13 contains 9195 members 
Mstep: Class 14 contains 2622 members 
Mstep: Class 15 contains 2723 members 
Mstep: Class 16 contains 67403 members 
Mstep: Class 17 contains 232267 members 
Mstep: Class 19 contains 71899 members 
Mstep: Class 20 contains 5347 members 
Mstep: Class 21 contains 9213 members 
Mstep: Class 22 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79994272.000000 Penalty: 53308.742188
Iteration 33Q: 17 clusters Score -7.999427e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 34333 members 
Mstep: Class 4 contains 147734 members 
Mstep: Class 5 contains 55540 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 30938 members 
Mstep: Class 11 contains 5481 members 
Mstep: Class 12 contains 2208 members 
Mstep: Class 13 contains 9679 members 
Mstep: Class 14 contains 2622 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 67363 members 
Mstep: Class 17 contains 229526 members 
Mstep: Class 19 contains 71402 members 
Mstep: Class 20 contains 5352 members 
Mstep: Class 21 contains 9156 members 
Mstep: Class 22 contains 7111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79997496.000000 Penalty: 53308.742188
Iteration 34Q: 17 clusters Score -7.99975e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 34015 members 
Mstep: Class 4 contains 151372 members 
Mstep: Class 5 contains 54984 members 
Mstep: Class 7 contains 2068 members 
Mstep: Class 8 contains 30740 members 
Mstep: Class 11 contains 5286 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 10268 members 
Mstep: Class 14 contains 2622 members 
Mstep: Class 15 contains 2702 members 
Mstep: Class 16 contains 67195 members 
Mstep: Class 17 contains 227427 members 
Mstep: Class 19 contains 70853 members 
Mstep: Class 20 contains 5353 members 
Mstep: Class 21 contains 9087 members 
Mstep: Class 22 contains 7103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79999928.000000 Penalty: 53308.742188
Iteration 35Q: 17 clusters Score -7.999993e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 33605 members 
Mstep: Class 4 contains 154382 members 
Mstep: Class 5 contains 54336 members 
Mstep: Class 7 contains 2071 members 
Mstep: Class 8 contains 30489 members 
Mstep: Class 11 contains 5105 members 
Mstep: Class 12 contains 2120 members 
Mstep: Class 13 contains 10940 members 
Mstep: Class 14 contains 2621 members 
Mstep: Class 15 contains 2696 members 
Mstep: Class 16 contains 67061 members 
Mstep: Class 17 contains 226103 members 
Mstep: Class 19 contains 70224 members 
Mstep: Class 20 contains 5355 members 
Mstep: Class 21 contains 9013 members 
Mstep: Class 22 contains 7104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80001544.000000 Penalty: 53308.742188
Iteration 36Q: 17 clusters Score -8.000154e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 33083 members 
Mstep: Class 4 contains 157006 members 
Mstep: Class 5 contains 53681 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 30230 members 
Mstep: Class 11 contains 4960 members 
Mstep: Class 12 contains 2094 members 
Mstep: Class 13 contains 11693 members 
Mstep: Class 14 contains 2621 members 
Mstep: Class 15 contains 2695 members 
Mstep: Class 16 contains 66985 members 
Mstep: Class 17 contains 225094 members 
Mstep: Class 19 contains 69625 members 
Mstep: Class 20 contains 5356 members 
Mstep: Class 21 contains 8929 members 
Mstep: Class 22 contains 7107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80002736.000000 Penalty: 53308.742188
Iteration 37Q: 17 clusters Score -8.000274e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 32526 members 
Mstep: Class 4 contains 159121 members 
Mstep: Class 5 contains 53005 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 29992 members 
Mstep: Class 11 contains 4860 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 12480 members 
Mstep: Class 14 contains 2622 members 
Mstep: Class 15 contains 2690 members 
Mstep: Class 16 contains 66941 members 
Mstep: Class 17 contains 224554 members 
Mstep: Class 19 contains 69027 members 
Mstep: Class 20 contains 5355 members 
Mstep: Class 21 contains 8826 members 
Mstep: Class 22 contains 7090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80003616.000000 Penalty: 53308.742188
Iteration 38Q: 17 clusters Score -8.000362e+07 nChanged 5032
Entering ConstructFrom: 
Score: -80003616.000000 Penalty: 53308.742188
Entering ConstructFrom: 
Trying to split cluster 3 (31957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Entering Unmasked Estep 
Score: -3826366.750000 Penalty: 2572.292480
	Iteration 0F: 2 clusters Score -3826367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3804520.750000 Penalty: 5144.584961
	Iteration 0F: 3 clusters Score -3804521 nChanged 14379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -3812409.500000 Penalty: 5144.584961
	Iteration 1F: 3 clusters Score -3812410 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -3812954.750000 Penalty: 5144.584961
	Iteration 2Q: 3 clusters Score -3812955 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -3813482.500000 Penalty: 5144.584961
	Iteration 3Q: 3 clusters Score -3813482 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -3814171.750000 Penalty: 5144.584961
	Iteration 4Q: 3 clusters Score -3814172 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -3814982.000000 Penalty: 5144.584961
	Iteration 5Q: 3 clusters Score -3814982 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -3815904.000000 Penalty: 5144.584961
	Iteration 6Q: 3 clusters Score -3815904 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -3816967.250000 Penalty: 5144.584961
	Iteration 7F: 3 clusters Score -3816967 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -3818156.750000 Penalty: 5144.584961
	Iteration 8F: 3 clusters Score -3818157 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -3819612.000000 Penalty: 5144.584961
	Iteration 9F: 3 clusters Score -3819612 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -3821463.250000 Penalty: 5144.584961
	Iteration 10F: 3 clusters Score -3821463 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -3823456.750000 Penalty: 5144.584961
	Iteration 11F: 3 clusters Score -3823457 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -3825557.500000 Penalty: 5144.584961
	Iteration 12F: 3 clusters Score -3825558 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -3827231.500000 Penalty: 5144.584961
	Iteration 13Q: 3 clusters Score -3827232 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -3828301.750000 Penalty: 5144.584961
	Iteration 14Q: 3 clusters Score -3828302 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -3828934.500000 Penalty: 5144.584961
	Iteration 15Q: 3 clusters Score -3828934 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3829292.250000 Penalty: 5144.584961
	Iteration 16Q: 3 clusters Score -3829292 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -3829506.250000 Penalty: 5144.584961
	Iteration 17Q: 3 clusters Score -3829506 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -3829619.000000 Penalty: 5144.584961
	Iteration 18Q: 3 clusters Score -3829619 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -3829680.500000 Penalty: 5144.584961
	Iteration 19Q: 3 clusters Score -3829680 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -3829714.000000 Penalty: 5144.584961
	Iteration 20F: 3 clusters Score -3829714 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -3829744.500000 Penalty: 5144.584961
	Iteration 21Q: 3 clusters Score -3829744 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -3829765.750000 Penalty: 5144.584961
	Iteration 22Q: 3 clusters Score -3829766 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -3829774.250000 Penalty: 5144.584961
	Iteration 23Q: 3 clusters Score -3829774 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -3829800.000000 Penalty: 5144.584961
	Iteration 24Q: 3 clusters Score -3829800 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -3829793.500000 Penalty: 5144.584961
	Iteration 25Q: 3 clusters Score -3829794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -3829793.500000 Penalty: 5144.584961
	Iteration 26Q: 3 clusters Score -3829794 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -3829782.500000 Penalty: 5144.584961
	Iteration 27Q: 3 clusters Score -3829782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -3829786.500000 Penalty: 5144.584961
	Iteration 28Q: 3 clusters Score -3829786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -3829792.750000 Penalty: 5144.584961
	Iteration 29Q: 3 clusters Score -3829793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -3829794.250000 Penalty: 5144.584961
	Iteration 30Q: 3 clusters Score -3829794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -3829791.750000 Penalty: 5144.584961
	Iteration 31Q: 3 clusters Score -3829792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -3829794.250000 Penalty: 5144.584961
	Iteration 32Q: 3 clusters Score -3829794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -3829800.000000 Penalty: 5144.584961
	Iteration 33Q: 3 clusters Score -3829800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -3829802.250000 Penalty: 5144.584961
	Iteration 34Q: 3 clusters Score -3829802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -3829798.500000 Penalty: 5144.584961
	Iteration 35Q: 3 clusters Score -3829798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -3829796.750000 Penalty: 5144.584961
	Iteration 36Q: 3 clusters Score -3829797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -3829796.750000 Penalty: 5144.584961
	Iteration 37F: 3 clusters Score -3829797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 3 contains 16101 members 
Mstep: Class 4 contains 160966 members 
Mstep: Class 5 contains 52403 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 29742 members 
Mstep: Class 11 contains 4778 members 
Mstep: Class 12 contains 2048 members 
Mstep: Class 13 contains 13295 members 
Mstep: Class 14 contains 2622 members 
Mstep: Class 15 contains 2682 members 
Mstep: Class 16 contains 66910 members 
Mstep: Class 17 contains 224160 members 
Mstep: Class 19 contains 68439 members 
Mstep: Class 20 contains 5354 members 
Mstep: Class 21 contains 8727 members 
Mstep: Class 22 contains 7081 members 
Entering Unmasked Estep 
Score: -80006776.000000 Penalty: 56640.539062
Splitting cluster 3 changes total score from -80003616.000000 to -80006776.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (160966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160966 members 
Entering Unmasked Estep 
Score: -19140102.000000 Penalty: 2973.259277
	Iteration 0F: 2 clusters Score -1.91401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80352 members 
Mstep: Class 2 contains 80614 members 
Entering Unmasked Estep 
Score: -19035042.000000 Penalty: 5946.518555
	Iteration 0F: 3 clusters Score -1.903504e+07 nChanged 77029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78235 members 
Mstep: Class 2 contains 82731 members 
Entering Unmasked Estep 
Score: -19080454.000000 Penalty: 5946.518555
	Iteration 1F: 3 clusters Score -1.908045e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76730 members 
Mstep: Class 2 contains 84236 members 
Entering Unmasked Estep 
Score: -19082492.000000 Penalty: 5946.518555
	Iteration 2Q: 3 clusters Score -1.908249e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74285 members 
Mstep: Class 2 contains 86681 members 
Entering Unmasked Estep 
Score: -19085156.000000 Penalty: 5946.518555
	Iteration 3Q: 3 clusters Score -1.908516e+07 nChanged 8248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70373 members 
Mstep: Class 2 contains 90593 members 
Entering Unmasked Estep 
Score: -19089314.000000 Penalty: 5946.518555
	Iteration 4F: 3 clusters Score -1.908931e+07 nChanged 9623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64774 members 
Mstep: Class 2 contains 96192 members 
Entering Unmasked Estep 
Score: -19095094.000000 Penalty: 5946.518555
	Iteration 5F: 3 clusters Score -1.909509e+07 nChanged 10868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57778 members 
Mstep: Class 2 contains 103188 members 
Entering Unmasked Estep 
Score: -19103192.000000 Penalty: 5946.518555
	Iteration 6F: 3 clusters Score -1.910319e+07 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 110748 members 
Entering Unmasked Estep 
Score: -19112512.000000 Penalty: 5946.518555
	Iteration 7F: 3 clusters Score -1.911251e+07 nChanged 9783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 117415 members 
Entering Unmasked Estep 
Score: -19119852.000000 Penalty: 5946.518555
	Iteration 8F: 3 clusters Score -1.911985e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 122349 members 
Entering Unmasked Estep 
Score: -19124320.000000 Penalty: 5946.518555
	Iteration 9Q: 3 clusters Score -1.912432e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 126387 members 
Entering Unmasked Estep 
Score: -19126902.000000 Penalty: 5946.518555
	Iteration 10Q: 3 clusters Score -1.91269e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 130039 members 
Entering Unmasked Estep 
Score: -19128658.000000 Penalty: 5946.518555
	Iteration 11Q: 3 clusters Score -1.912866e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 133484 members 
Entering Unmasked Estep 
Score: -19130122.000000 Penalty: 5946.518555
	Iteration 12Q: 3 clusters Score -1.913012e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 136724 members 
Entering Unmasked Estep 
Score: -19131660.000000 Penalty: 5946.518555
	Iteration 13Q: 3 clusters Score -1.913166e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 139742 members 
Entering Unmasked Estep 
Score: -19133094.000000 Penalty: 5946.518555
	Iteration 14Q: 3 clusters Score -1.913309e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 142477 members 
Entering Unmasked Estep 
Score: -19134326.000000 Penalty: 5946.518555
	Iteration 15Q: 3 clusters Score -1.913433e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 144939 members 
Entering Unmasked Estep 
Score: -19135470.000000 Penalty: 5946.518555
	Iteration 16Q: 3 clusters Score -1.913547e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 147127 members 
Entering Unmasked Estep 
Score: -19136272.000000 Penalty: 5946.518555
	Iteration 17Q: 3 clusters Score -1.913627e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 149002 members 
Entering Unmasked Estep 
Score: -19137136.000000 Penalty: 5946.518555
	Iteration 18Q: 3 clusters Score -1.913714e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 150579 members 
Entering Unmasked Estep 
Score: -19137778.000000 Penalty: 5946.518555
	Iteration 19Q: 3 clusters Score -1.913778e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 151987 members 
Entering Unmasked Estep 
Score: -19138106.000000 Penalty: 5946.518555
	Iteration 20F: 3 clusters Score -1.913811e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 153159 members 
Entering Unmasked Estep 
Score: -19138480.000000 Penalty: 5946.518555
	Iteration 21Q: 3 clusters Score -1.913848e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 154067 members 
Entering Unmasked Estep 
Score: -19138718.000000 Penalty: 5946.518555
	Iteration 22Q: 3 clusters Score -1.913872e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 154824 members 
Entering Unmasked Estep 
Score: -19138974.000000 Penalty: 5946.518555
	Iteration 23Q: 3 clusters Score -1.913897e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 155385 members 
Entering Unmasked Estep 
Score: -19139214.000000 Penalty: 5946.518555
	Iteration 24Q: 3 clusters Score -1.913921e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 155816 members 
Entering Unmasked Estep 
Score: -19139328.000000 Penalty: 5946.518555
	Iteration 25Q: 3 clusters Score -1.913933e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 156161 members 
Entering Unmasked Estep 
Score: -19139492.000000 Penalty: 5946.518555
	Iteration 26Q: 3 clusters Score -1.913949e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 156414 members 
Entering Unmasked Estep 
Score: -19139606.000000 Penalty: 5946.518555
	Iteration 27Q: 3 clusters Score -1.913961e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 156625 members 
Entering Unmasked Estep 
Score: -19139712.000000 Penalty: 5946.518555
	Iteration 28Q: 3 clusters Score -1.913971e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 156819 members 
Entering Unmasked Estep 
Score: -19139776.000000 Penalty: 5946.518555
	Iteration 29Q: 3 clusters Score -1.913978e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 157017 members 
Entering Unmasked Estep 
Score: -19139794.000000 Penalty: 5946.518555
	Iteration 30Q: 3 clusters Score -1.913979e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 157160 members 
Entering Unmasked Estep 
Score: -19139820.000000 Penalty: 5946.518555
	Iteration 31Q: 3 clusters Score -1.913982e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 157269 members 
Entering Unmasked Estep 
Score: -19139834.000000 Penalty: 5946.518555
	Iteration 32Q: 3 clusters Score -1.913983e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 157373 members 
Entering Unmasked Estep 
Score: -19139862.000000 Penalty: 5946.518555
	Iteration 33Q: 3 clusters Score -1.913986e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 157458 members 
Entering Unmasked Estep 
Score: -19139868.000000 Penalty: 5946.518555
	Iteration 34Q: 3 clusters Score -1.913987e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 157530 members 
Entering Unmasked Estep 
Score: -19139902.000000 Penalty: 5946.518555
	Iteration 35Q: 3 clusters Score -1.91399e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 157590 members 
Entering Unmasked Estep 
Score: -19139936.000000 Penalty: 5946.518555
	Iteration 36Q: 3 clusters Score -1.913994e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 157638 members 
Entering Unmasked Estep 
Score: -19139920.000000 Penalty: 5946.518555
	Iteration 37Q: 3 clusters Score -1.913992e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 157680 members 
Entering Unmasked Estep 
Score: -19139890.000000 Penalty: 5946.518555
	Iteration 38Q: 3 clusters Score -1.913989e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 157720 members 
Entering Unmasked Estep 
Score: -19139894.000000 Penalty: 5946.518555
	Iteration 39Q: 3 clusters Score -1.913989e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 157746 members 
Entering Unmasked Estep 
Score: -19140022.000000 Penalty: 5946.518555
	Iteration 40F: 3 clusters Score -1.914002e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 157689 members 
Entering Unmasked Estep 
Score: -19140122.000000 Penalty: 5946.518555
	Iteration 41Q: 3 clusters Score -1.914012e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 157645 members 
Entering Unmasked Estep 
Score: -19140154.000000 Penalty: 5946.518555
	Iteration 42Q: 3 clusters Score -1.914015e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 157614 members 
Entering Unmasked Estep 
Score: -19140226.000000 Penalty: 5946.518555
	Iteration 43Q: 3 clusters Score -1.914023e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 157581 members 
Entering Unmasked Estep 
Score: -19140262.000000 Penalty: 5946.518555
	Iteration 44Q: 3 clusters Score -1.914026e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 157555 members 
Entering Unmasked Estep 
Score: -19140322.000000 Penalty: 5946.518555
	Iteration 45Q: 3 clusters Score -1.914032e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 157523 members 
Entering Unmasked Estep 
Score: -19140316.000000 Penalty: 5946.518555
	Iteration 46Q: 3 clusters Score -1.914032e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 157498 members 
Entering Unmasked Estep 
Score: -19140356.000000 Penalty: 5946.518555
	Iteration 47Q: 3 clusters Score -1.914036e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 157455 members 
Entering Unmasked Estep 
Score: -19140386.000000 Penalty: 5946.518555
	Iteration 48Q: 3 clusters Score -1.914039e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 157415 members 
Entering Unmasked Estep 
Score: -19140398.000000 Penalty: 5946.518555
	Iteration 49Q: 3 clusters Score -1.91404e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 157388 members 
Entering Unmasked Estep 
Score: -19140410.000000 Penalty: 5946.518555
	Iteration 50Q: 3 clusters Score -1.914041e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 157361 members 
Entering Unmasked Estep 
Score: -19140420.000000 Penalty: 5946.518555
	Iteration 51Q: 3 clusters Score -1.914042e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 157328 members 
Entering Unmasked Estep 
Score: -19140456.000000 Penalty: 5946.518555
	Iteration 52Q: 3 clusters Score -1.914046e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 157298 members 
Entering Unmasked Estep 
Score: -19140438.000000 Penalty: 5946.518555
	Iteration 53Q: 3 clusters Score -1.914044e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 157280 members 
Entering Unmasked Estep 
Score: -19140436.000000 Penalty: 5946.518555
	Iteration 54Q: 3 clusters Score -1.914044e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 157270 members 
Entering Unmasked Estep 
Score: -19140468.000000 Penalty: 5946.518555
	Iteration 55Q: 3 clusters Score -1.914047e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 157265 members 
Entering Unmasked Estep 
Score: -19140470.000000 Penalty: 5946.518555
	Iteration 56Q: 3 clusters Score -1.914047e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 157255 members 
Entering Unmasked Estep 
Score: -19140480.000000 Penalty: 5946.518555
	Iteration 57Q: 3 clusters Score -1.914048e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 157247 members 
Entering Unmasked Estep 
Score: -19140482.000000 Penalty: 5946.518555
	Iteration 58Q: 3 clusters Score -1.914048e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 157233 members 
Entering Unmasked Estep 
Score: -19140488.000000 Penalty: 5946.518555
	Iteration 59Q: 3 clusters Score -1.914049e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 157217 members 
Entering Unmasked Estep 
Score: -19140498.000000 Penalty: 5946.518555
	Iteration 60F: 3 clusters Score -1.91405e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 157189 members 
Entering Unmasked Estep 
Score: -19140512.000000 Penalty: 5946.518555
	Iteration 61Q: 3 clusters Score -1.914051e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 157158 members 
Entering Unmasked Estep 
Score: -19140548.000000 Penalty: 5946.518555
	Iteration 62Q: 3 clusters Score -1.914055e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 157131 members 
Entering Unmasked Estep 
Score: -19140546.000000 Penalty: 5946.518555
	Iteration 63Q: 3 clusters Score -1.914055e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 157100 members 
Entering Unmasked Estep 
Score: -19140592.000000 Penalty: 5946.518555
	Iteration 64Q: 3 clusters Score -1.914059e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 157083 members 
Entering Unmasked Estep 
Score: -19140598.000000 Penalty: 5946.518555
	Iteration 65Q: 3 clusters Score -1.91406e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 157076 members 
Entering Unmasked Estep 
Score: -19140594.000000 Penalty: 5946.518555
	Iteration 66Q: 3 clusters Score -1.914059e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 157065 members 
Entering Unmasked Estep 
Score: -19140604.000000 Penalty: 5946.518555
	Iteration 67Q: 3 clusters Score -1.91406e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 157073 members 
Entering Unmasked Estep 
Score: -19140632.000000 Penalty: 5946.518555
	Iteration 68Q: 3 clusters Score -1.914063e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 157081 members 
Entering Unmasked Estep 
Score: -19140642.000000 Penalty: 5946.518555
	Iteration 69Q: 3 clusters Score -1.914064e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 157099 members 
Entering Unmasked Estep 
Score: -19140646.000000 Penalty: 5946.518555
	Iteration 70Q: 3 clusters Score -1.914065e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 157131 members 
Entering Unmasked Estep 
Score: -19140736.000000 Penalty: 5946.518555
	Iteration 71Q: 3 clusters Score -1.914074e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 157165 members 
Entering Unmasked Estep 
Score: -19140860.000000 Penalty: 5946.518555
	Iteration 72Q: 3 clusters Score -1.914086e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 157201 members 
Entering Unmasked Estep 
Score: -19141068.000000 Penalty: 5946.518555
	Iteration 73Q: 3 clusters Score -1.914107e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 157225 members 
Entering Unmasked Estep 
Score: -19141298.000000 Penalty: 5946.518555
	Iteration 74Q: 3 clusters Score -1.91413e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 157170 members 
Entering Unmasked Estep 
Score: -19141466.000000 Penalty: 5946.518555
	Iteration 75Q: 3 clusters Score -1.914147e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 157084 members 
Entering Unmasked Estep 
Score: -19141552.000000 Penalty: 5946.518555
	Iteration 76Q: 3 clusters Score -1.914155e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 157014 members 
Entering Unmasked Estep 
Score: -19141632.000000 Penalty: 5946.518555
	Iteration 77Q: 3 clusters Score -1.914163e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 156933 members 
Entering Unmasked Estep 
Score: -19141616.000000 Penalty: 5946.518555
	Iteration 78Q: 3 clusters Score -1.914162e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 156869 members 
Entering Unmasked Estep 
Score: -19141656.000000 Penalty: 5946.518555
	Iteration 79Q: 3 clusters Score -1.914166e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 156810 members 
Entering Unmasked Estep 
Score: -19141656.000000 Penalty: 5946.518555
	Iteration 80F: 3 clusters Score -1.914166e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 156751 members 
Entering Unmasked Estep 
Score: -19141664.000000 Penalty: 5946.518555
	Iteration 81Q: 3 clusters Score -1.914166e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 156694 members 
Entering Unmasked Estep 
Score: -19141658.000000 Penalty: 5946.518555
	Iteration 82Q: 3 clusters Score -1.914166e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 156644 members 
Entering Unmasked Estep 
Score: -19141692.000000 Penalty: 5946.518555
	Iteration 83Q: 3 clusters Score -1.914169e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 156609 members 
Entering Unmasked Estep 
Score: -19141700.000000 Penalty: 5946.518555
	Iteration 84Q: 3 clusters Score -1.91417e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 156579 members 
Entering Unmasked Estep 
Score: -19141724.000000 Penalty: 5946.518555
	Iteration 85Q: 3 clusters Score -1.914172e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 156560 members 
Entering Unmasked Estep 
Score: -19141732.000000 Penalty: 5946.518555
	Iteration 86Q: 3 clusters Score -1.914173e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 156546 members 
Entering Unmasked Estep 
Score: -19141738.000000 Penalty: 5946.518555
	Iteration 87Q: 3 clusters Score -1.914174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 156539 members 
Entering Unmasked Estep 
Score: -19141762.000000 Penalty: 5946.518555
	Iteration 88Q: 3 clusters Score -1.914176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 156533 members 
Entering Unmasked Estep 
Score: -19141760.000000 Penalty: 5946.518555
	Iteration 89Q: 3 clusters Score -1.914176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 156526 members 
Entering Unmasked Estep 
Score: -19141770.000000 Penalty: 5946.518555
	Iteration 90Q: 3 clusters Score -1.914177e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 156516 members 
Entering Unmasked Estep 
Score: -19141752.000000 Penalty: 5946.518555
	Iteration 91Q: 3 clusters Score -1.914175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 156509 members 
Entering Unmasked Estep 
Score: -19141762.000000 Penalty: 5946.518555
	Iteration 92Q: 3 clusters Score -1.914176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 156503 members 
Entering Unmasked Estep 
Score: -19141766.000000 Penalty: 5946.518555
	Iteration 93Q: 3 clusters Score -1.914177e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 156494 members 
Entering Unmasked Estep 
Score: -19141766.000000 Penalty: 5946.518555
	Iteration 94Q: 3 clusters Score -1.914177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 156491 members 
Entering Unmasked Estep 
Score: -19141758.000000 Penalty: 5946.518555
	Iteration 95Q: 3 clusters Score -1.914176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 156489 members 
Entering Unmasked Estep 
Score: -19141758.000000 Penalty: 5946.518555
	Iteration 96Q: 3 clusters Score -1.914176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 156489 members 
Entering Unmasked Estep 
Score: -19141758.000000 Penalty: 5946.518555
	Iteration 97F: 3 clusters Score -1.914176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 156489 members 
Mstep: Class 3 contains 16101 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 52403 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 29742 members 
Mstep: Class 11 contains 4778 members 
Mstep: Class 12 contains 2048 members 
Mstep: Class 13 contains 13295 members 
Mstep: Class 14 contains 2622 members 
Mstep: Class 15 contains 2682 members 
Mstep: Class 16 contains 66910 members 
Mstep: Class 17 contains 224160 members 
Mstep: Class 19 contains 68439 members 
Mstep: Class 20 contains 5354 members 
Mstep: Class 21 contains 8727 members 
Mstep: Class 22 contains 7081 members 
Entering Unmasked Estep 
Score: -80008112.000000 Penalty: 59972.335938
Splitting cluster 4 changes total score from -80003616.000000 to -80008112.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 5 (52403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Entering Unmasked Estep 
Score: -6320506.500000 Penalty: 2694.946289
	Iteration 0F: 2 clusters Score -6320506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -6285180.000000 Penalty: 5389.892578
	Iteration 0F: 3 clusters Score -6285180 nChanged 24229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -6298588.000000 Penalty: 5389.892578
	Iteration 1F: 3 clusters Score -6298588 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -6299238.500000 Penalty: 5389.892578
	Iteration 2Q: 3 clusters Score -6299238 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -6299935.500000 Penalty: 5389.892578
	Iteration 3Q: 3 clusters Score -6299936 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -6300650.500000 Penalty: 5389.892578
	Iteration 4Q: 3 clusters Score -6300650 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -6301413.500000 Penalty: 5389.892578
	Iteration 5Q: 3 clusters Score -6301414 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -6302424.000000 Penalty: 5389.892578
	Iteration 6Q: 3 clusters Score -6302424 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -6303748.000000 Penalty: 5389.892578
	Iteration 7Q: 3 clusters Score -6303748 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -6305676.000000 Penalty: 5389.892578
	Iteration 8F: 3 clusters Score -6305676 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -6308182.500000 Penalty: 5389.892578
	Iteration 9F: 3 clusters Score -6308182 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -6310631.500000 Penalty: 5389.892578
	Iteration 10F: 3 clusters Score -6310632 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -6312305.500000 Penalty: 5389.892578
	Iteration 11F: 3 clusters Score -6312306 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -6313245.000000 Penalty: 5389.892578
	Iteration 12Q: 3 clusters Score -6313245 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -6313712.500000 Penalty: 5389.892578
	Iteration 13Q: 3 clusters Score -6313712 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -6314039.000000 Penalty: 5389.892578
	Iteration 14Q: 3 clusters Score -6314039 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -6314358.500000 Penalty: 5389.892578
	Iteration 15Q: 3 clusters Score -6314358 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -6314654.500000 Penalty: 5389.892578
	Iteration 16Q: 3 clusters Score -6314654 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -6314938.500000 Penalty: 5389.892578
	Iteration 17Q: 3 clusters Score -6314938 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -6315241.500000 Penalty: 5389.892578
	Iteration 18Q: 3 clusters Score -6315242 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -6315496.000000 Penalty: 5389.892578
	Iteration 19Q: 3 clusters Score -6315496 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -6315766.000000 Penalty: 5389.892578
	Iteration 20F: 3 clusters Score -6315766 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -6315981.000000 Penalty: 5389.892578
	Iteration 21Q: 3 clusters Score -6315981 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -6316181.500000 Penalty: 5389.892578
	Iteration 22Q: 3 clusters Score -6316182 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -6316321.000000 Penalty: 5389.892578
	Iteration 23Q: 3 clusters Score -6316321 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -6316398.000000 Penalty: 5389.892578
	Iteration 24Q: 3 clusters Score -6316398 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -6316473.000000 Penalty: 5389.892578
	Iteration 25Q: 3 clusters Score -6316473 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -6316534.500000 Penalty: 5389.892578
	Iteration 26Q: 3 clusters Score -6316534 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -6316591.500000 Penalty: 5389.892578
	Iteration 27Q: 3 clusters Score -6316592 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -6316633.500000 Penalty: 5389.892578
	Iteration 28Q: 3 clusters Score -6316634 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -6316652.000000 Penalty: 5389.892578
	Iteration 29Q: 3 clusters Score -6316652 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -6316690.500000 Penalty: 5389.892578
	Iteration 30Q: 3 clusters Score -6316690 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -6316703.000000 Penalty: 5389.892578
	Iteration 31Q: 3 clusters Score -6316703 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -6316742.500000 Penalty: 5389.892578
	Iteration 32Q: 3 clusters Score -6316742 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -6316789.000000 Penalty: 5389.892578
	Iteration 33Q: 3 clusters Score -6316789 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -6316807.000000 Penalty: 5389.892578
	Iteration 34Q: 3 clusters Score -6316807 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -6316853.500000 Penalty: 5389.892578
	Iteration 35Q: 3 clusters Score -6316854 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -6316911.500000 Penalty: 5389.892578
	Iteration 36Q: 3 clusters Score -6316912 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -6316964.000000 Penalty: 5389.892578
	Iteration 37Q: 3 clusters Score -6316964 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -6317010.500000 Penalty: 5389.892578
	Iteration 38Q: 3 clusters Score -6317010 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -6317071.500000 Penalty: 5389.892578
	Iteration 39Q: 3 clusters Score -6317072 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -6317128.000000 Penalty: 5389.892578
	Iteration 40F: 3 clusters Score -6317128 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -6317177.000000 Penalty: 5389.892578
	Iteration 41Q: 3 clusters Score -6317177 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -6317235.500000 Penalty: 5389.892578
	Iteration 42Q: 3 clusters Score -6317236 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -6317321.000000 Penalty: 5389.892578
	Iteration 43Q: 3 clusters Score -6317321 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6317416 nChanged 243
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Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6317458 nChanged 245
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Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6317522 nChanged 218
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Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6317610 nChanged 189
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Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6317663 nChanged 170
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Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6317690 nChanged 170
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Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6317730 nChanged 184
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Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6317762 nChanged 176
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Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 47910 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6317826 nChanged 180
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Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6317860 nChanged 163
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Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6317879 nChanged 146
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Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 48399 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6317910 nChanged 140
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Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6317942 nChanged 124
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Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6317955 nChanged 110
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Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6317986 nChanged 94
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Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6318006 nChanged 77
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Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6318034 nChanged 78
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Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6318063 nChanged 61
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Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6318083 nChanged 67
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Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 49231 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6318108 nChanged 57
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Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 49288 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6318114 nChanged 43
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Mstep: Class 1 contains 3074 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6318121 nChanged 33
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Mstep: Class 1 contains 3041 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6318126 nChanged 33
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Mstep: Class 1 contains 3008 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6318146 nChanged 37
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Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6318148 nChanged 41
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Mstep: Class 1 contains 2930 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6318166 nChanged 34
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Mstep: Class 1 contains 2896 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6318164 nChanged 35
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Mstep: Class 1 contains 2861 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6318172 nChanged 30
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Mstep: Class 1 contains 2831 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6318164 nChanged 36
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Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6318170 nChanged 28
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Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6318166 nChanged 27
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Mstep: Class 1 contains 2740 members 
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	Iteration 77Q: 3 clusters Score -6318181 nChanged 25
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Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 49686 members 
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	Iteration 78Q: 3 clusters Score -6318182 nChanged 26
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Mstep: Class 1 contains 2691 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6318185 nChanged 32
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Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6318186 nChanged 32
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Mstep: Class 1 contains 2629 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6318192 nChanged 26
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Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 49798 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6318216 nChanged 30
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Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 49828 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6318228 nChanged 21
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Mstep: Class 1 contains 2554 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6318226 nChanged 22
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Mstep: Class 1 contains 2532 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6318229 nChanged 25
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Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 49896 members 
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	Iteration 86Q: 3 clusters Score -6318229 nChanged 19
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Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 49915 members 
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	Iteration 87Q: 3 clusters Score -6318230 nChanged 16
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Mstep: Class 1 contains 2474 members 
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	Iteration 88Q: 3 clusters Score -6318238 nChanged 13
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Mstep: Class 1 contains 2463 members 
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	Iteration 89Q: 3 clusters Score -6318236 nChanged 12
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Mstep: Class 1 contains 2455 members 
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	Iteration 90Q: 3 clusters Score -6318232 nChanged 10
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Mstep: Class 1 contains 2445 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6318234 nChanged 9
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Mstep: Class 1 contains 2436 members 
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	Iteration 92Q: 3 clusters Score -6318232 nChanged 9
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Mstep: Class 1 contains 2431 members 
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	Iteration 93Q: 3 clusters Score -6318236 nChanged 7
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Mstep: Class 1 contains 2426 members 
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	Iteration 94Q: 3 clusters Score -6318235 nChanged 10
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Mstep: Class 1 contains 2416 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6318246 nChanged 15
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Mstep: Class 1 contains 2403 members 
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	Iteration 96Q: 3 clusters Score -6318251 nChanged 12
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Mstep: Class 1 contains 2391 members 
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	Iteration 97Q: 3 clusters Score -6318258 nChanged 8
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Mstep: Class 1 contains 2383 members 
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	Iteration 98Q: 3 clusters Score -6318248 nChanged 11
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Mstep: Class 1 contains 2374 members 
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	Iteration 99Q: 3 clusters Score -6318256 nChanged 9
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Mstep: Class 1 contains 2367 members 
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	Iteration 100F: 3 clusters Score -6318263 nChanged 14
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Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 50046 members 
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	Iteration 101Q: 3 clusters Score -6318266 nChanged 7
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Mstep: Class 1 contains 2352 members 
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	Iteration 102Q: 3 clusters Score -6318262 nChanged 8
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Mstep: Class 1 contains 2344 members 
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	Iteration 103Q: 3 clusters Score -6318252 nChanged 8
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Mstep: Class 1 contains 2336 members 
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	Iteration 104Q: 3 clusters Score -6318260 nChanged 11
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Mstep: Class 1 contains 2325 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6318265 nChanged 19
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Mstep: Class 1 contains 2308 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6318272 nChanged 16
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Mstep: Class 1 contains 2292 members 
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	Iteration 107Q: 3 clusters Score -6318270 nChanged 17
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Mstep: Class 1 contains 2275 members 
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	Iteration 108Q: 3 clusters Score -6318272 nChanged 19
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Mstep: Class 1 contains 2256 members 
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Entering Unmasked Estep 
Score: -6318280.500000 Penalty: 5389.892578
	Iteration 109Q: 3 clusters Score -6318280 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2244 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6318294 nChanged 16
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Mstep: Class 1 contains 2228 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6318287 nChanged 17
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Mstep: Class 1 contains 2211 members 
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	Iteration 112Q: 3 clusters Score -6318297 nChanged 15
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Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6318296 nChanged 20
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Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 50225 members 
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	Iteration 114Q: 3 clusters Score -6318296 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
Score: -6318320.000000 Penalty: 5389.892578
	Iteration 115Q: 3 clusters Score -6318320 nChanged 10
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Mstep: Class 1 contains 2158 members 
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Entering Unmasked Estep 
Score: -6318314.500000 Penalty: 5389.892578
	Iteration 116Q: 3 clusters Score -6318314 nChanged 12
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Mstep: Class 1 contains 2146 members 
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Entering Unmasked Estep 
Score: -6318324.000000 Penalty: 5389.892578
	Iteration 117Q: 3 clusters Score -6318324 nChanged 15
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Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6318330 nChanged 18
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Mstep: Class 1 contains 2115 members 
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Entering Unmasked Estep 
Score: -6318340.500000 Penalty: 5389.892578
	Iteration 119Q: 3 clusters Score -6318340 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
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Entering Unmasked Estep 
Score: -6318347.000000 Penalty: 5389.892578
	Iteration 120F: 3 clusters Score -6318347 nChanged 9
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Mstep: Class 1 contains 2088 members 
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	Iteration 121Q: 3 clusters Score -6318346 nChanged 5
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Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 50320 members 
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	Iteration 122Q: 3 clusters Score -6318348 nChanged 7
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Mstep: Class 1 contains 2076 members 
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	Iteration 123Q: 3 clusters Score -6318347 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6318354 nChanged 10
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Mstep: Class 1 contains 2060 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6318355 nChanged 17
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Mstep: Class 1 contains 2043 members 
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	Iteration 126Q: 3 clusters Score -6318353 nChanged 20
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Mstep: Class 1 contains 2023 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6318354 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 50394 members 
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	Iteration 128Q: 3 clusters Score -6318352 nChanged 17
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Mstep: Class 1 contains 1994 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6318356 nChanged 11
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	Iteration 130Q: 3 clusters Score -6318355 nChanged 9
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Mstep: Class 1 contains 1974 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6318354 nChanged 4
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Mstep: Class 2 contains 50433 members 
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	Iteration 132Q: 3 clusters Score -6318360 nChanged 3
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Mstep: Class 1 contains 1967 members 
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	Iteration 133Q: 3 clusters Score -6318359 nChanged 6
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Mstep: Class 1 contains 1961 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6318362 nChanged 4
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Entering Unmasked Estep 
Score: -6318367.500000 Penalty: 5389.892578
	Iteration 135Q: 3 clusters Score -6318368 nChanged 3
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Mstep: Class 1 contains 1954 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6318366 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -6318368.500000 Penalty: 5389.892578
	Iteration 137Q: 3 clusters Score -6318368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -6318366.500000 Penalty: 5389.892578
	Iteration 138Q: 3 clusters Score -6318366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 50468 members 
Entering Unmasked Estep 
Score: -6318363.500000 Penalty: 5389.892578
	Iteration 139Q: 3 clusters Score -6318364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 50475 members 
Entering Unmasked Estep 
Score: -6318368.000000 Penalty: 5389.892578
	Iteration 140F: 3 clusters Score -6318368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
Score: -6318372.500000 Penalty: 5389.892578
	Iteration 141Q: 3 clusters Score -6318372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -6318368.500000 Penalty: 5389.892578
	Iteration 142Q: 3 clusters Score -6318368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -6318367.000000 Penalty: 5389.892578
	Iteration 143Q: 3 clusters Score -6318367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -6318358.000000 Penalty: 5389.892578
	Iteration 144Q: 3 clusters Score -6318358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 50489 members 
Entering Unmasked Estep 
Score: -6318359.500000 Penalty: 5389.892578
	Iteration 145Q: 3 clusters Score -6318360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -6318364.500000 Penalty: 5389.892578
	Iteration 146Q: 3 clusters Score -6318364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -6318364.500000 Penalty: 5389.892578
	Iteration 147F: 3 clusters Score -6318364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -246898.375000 Penalty: 1892.474731
	Iteration 0F: 2 clusters Score -246898.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -244249.281250 Penalty: 3784.949463
	Iteration 0F: 3 clusters Score -244249.3 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -244736.171875 Penalty: 3784.949463
	Iteration 1F: 3 clusters Score -244736.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -244889.546875 Penalty: 3784.949463
	Iteration 2F: 3 clusters Score -244889.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -244987.296875 Penalty: 3784.949463
	Iteration 3Q: 3 clusters Score -244987.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -245054.625000 Penalty: 3784.949463
	Iteration 4Q: 3 clusters Score -245054.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -245113.484375 Penalty: 3784.949463
	Iteration 5Q: 3 clusters Score -245113.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -245183.531250 Penalty: 3784.949463
	Iteration 6Q: 3 clusters Score -245183.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -245243.937500 Penalty: 3784.949463
	Iteration 7Q: 3 clusters Score -245243.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -245303.468750 Penalty: 3784.949463
	Iteration 8Q: 3 clusters Score -245303.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -245349.437500 Penalty: 3784.949463
	Iteration 9Q: 3 clusters Score -245349.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -245380.250000 Penalty: 3784.949463
	Iteration 10Q: 3 clusters Score -245380.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -245399.203125 Penalty: 3784.949463
	Iteration 11Q: 3 clusters Score -245399.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -245410.015625 Penalty: 3784.949463
	Iteration 12Q: 3 clusters Score -245410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -245421.406250 Penalty: 3784.949463
	Iteration 13Q: 3 clusters Score -245421.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -245436.828125 Penalty: 3784.949463
	Iteration 14Q: 3 clusters Score -245436.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -245447.000000 Penalty: 3784.949463
	Iteration 15Q: 3 clusters Score -245447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -245460.812500 Penalty: 3784.949463
	Iteration 16Q: 3 clusters Score -245460.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -245475.875000 Penalty: 3784.949463
	Iteration 17Q: 3 clusters Score -245475.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -245488.265625 Penalty: 3784.949463
	Iteration 18Q: 3 clusters Score -245488.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -245497.234375 Penalty: 3784.949463
	Iteration 19Q: 3 clusters Score -245497.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -245500.921875 Penalty: 3784.949463
	Iteration 20F: 3 clusters Score -245500.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -245503.500000 Penalty: 3784.949463
	Iteration 21Q: 3 clusters Score -245503.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -245504.515625 Penalty: 3784.949463
	Iteration 22Q: 3 clusters Score -245504.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -245506.250000 Penalty: 3784.949463
	Iteration 23Q: 3 clusters Score -245506.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -245506.250000 Penalty: 3784.949463
	Iteration 24F: 3 clusters Score -245506.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Entering Unmasked Estep 
Score: -3603668.500000 Penalty: 2554.478271
	Iteration 0F: 2 clusters Score -3603668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -3583310.750000 Penalty: 5108.956543
	Iteration 0F: 3 clusters Score -3583311 nChanged 13515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -3590630.000000 Penalty: 5108.956543
	Iteration 1F: 3 clusters Score -3590630 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -3591598.500000 Penalty: 5108.956543
	Iteration 2F: 3 clusters Score -3591598 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -3593251.250000 Penalty: 5108.956543
	Iteration 3F: 3 clusters Score -3593251 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -3595508.750000 Penalty: 5108.956543
	Iteration 4F: 3 clusters Score -3595509 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -3598270.250000 Penalty: 5108.956543
	Iteration 5F: 3 clusters Score -3598270 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -3600925.000000 Penalty: 5108.956543
	Iteration 6F: 3 clusters Score -3600925 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -3602692.250000 Penalty: 5108.956543
	Iteration 7F: 3 clusters Score -3602692 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3603729.500000 Penalty: 5108.956543
	Iteration 8Q: 3 clusters Score -3603730 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3604211.750000 Penalty: 5108.956543
	Iteration 9Q: 3 clusters Score -3604212 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3604456.500000 Penalty: 5108.956543
	Iteration 10Q: 3 clusters Score -3604456 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3604570.500000 Penalty: 5108.956543
	Iteration 11Q: 3 clusters Score -3604570 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3604616.750000 Penalty: 5108.956543
	Iteration 12Q: 3 clusters Score -3604617 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3604666.250000 Penalty: 5108.956543
	Iteration 13Q: 3 clusters Score -3604666 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3604685.750000 Penalty: 5108.956543
	Iteration 14Q: 3 clusters Score -3604686 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3604698.000000 Penalty: 5108.956543
	Iteration 15Q: 3 clusters Score -3604698 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3604707.000000 Penalty: 5108.956543
	Iteration 16Q: 3 clusters Score -3604707 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3604722.250000 Penalty: 5108.956543
	Iteration 17Q: 3 clusters Score -3604722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3604731.500000 Penalty: 5108.956543
	Iteration 18Q: 3 clusters Score -3604732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3604737.750000 Penalty: 5108.956543
	Iteration 19Q: 3 clusters Score -3604738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3604736.500000 Penalty: 5108.956543
	Iteration 20F: 3 clusters Score -3604736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3604732.750000 Penalty: 5108.956543
	Iteration 21Q: 3 clusters Score -3604733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3604738.750000 Penalty: 5108.956543
	Iteration 22Q: 3 clusters Score -3604739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3604746.000000 Penalty: 5108.956543
	Iteration 23Q: 3 clusters Score -3604746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3604742.250000 Penalty: 5108.956543
	Iteration 24Q: 3 clusters Score -3604742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3604742.250000 Penalty: 5108.956543
	Iteration 25F: 3 clusters Score -3604742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 156489 members 
Mstep: Class 3 contains 16101 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 52403 members 
Mstep: Class 6 contains 1754 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 27988 members 
Mstep: Class 11 contains 4778 members 
Mstep: Class 12 contains 2048 members 
Mstep: Class 13 contains 13295 members 
Mstep: Class 14 contains 2622 members 
Mstep: Class 15 contains 2682 members 
Mstep: Class 16 contains 66910 members 
Mstep: Class 17 contains 224160 members 
Mstep: Class 19 contains 68439 members 
Mstep: Class 20 contains 5354 members 
Mstep: Class 21 contains 8727 members 
Mstep: Class 22 contains 7081 members 
Entering Unmasked Estep 
Score: -80008464.000000 Penalty: 63304.132812
Splitting cluster 8 changes total score from -80003616.000000 to -80008464.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 11 (4778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Entering Unmasked Estep 
Score: -574007.000000 Penalty: 2101.000732
	Iteration 0F: 2 clusters Score -574007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -569670.062500 Penalty: 4202.001465
	Iteration 0F: 3 clusters Score -569670.1 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -570705.750000 Penalty: 4202.001465
	Iteration 1F: 3 clusters Score -570705.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -570864.875000 Penalty: 4202.001465
	Iteration 2F: 3 clusters Score -570864.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -570962.750000 Penalty: 4202.001465
	Iteration 3Q: 3 clusters Score -570962.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -571044.375000 Penalty: 4202.001465
	Iteration 4Q: 3 clusters Score -571044.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -571108.000000 Penalty: 4202.001465
	Iteration 5Q: 3 clusters Score -571108 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -571150.375000 Penalty: 4202.001465
	Iteration 6Q: 3 clusters Score -571150.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -571176.437500 Penalty: 4202.001465
	Iteration 7Q: 3 clusters Score -571176.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -571199.062500 Penalty: 4202.001465
	Iteration 8Q: 3 clusters Score -571199.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -571221.750000 Penalty: 4202.001465
	Iteration 9Q: 3 clusters Score -571221.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -571240.375000 Penalty: 4202.001465
	Iteration 10Q: 3 clusters Score -571240.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -571258.562500 Penalty: 4202.001465
	Iteration 11Q: 3 clusters Score -571258.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -571279.750000 Penalty: 4202.001465
	Iteration 12Q: 3 clusters Score -571279.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -571306.062500 Penalty: 4202.001465
	Iteration 13Q: 3 clusters Score -571306.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -571331.312500 Penalty: 4202.001465
	Iteration 14Q: 3 clusters Score -571331.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -571355.562500 Penalty: 4202.001465
	Iteration 15Q: 3 clusters Score -571355.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -571383.812500 Penalty: 4202.001465
	Iteration 16Q: 3 clusters Score -571383.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -571402.250000 Penalty: 4202.001465
	Iteration 17Q: 3 clusters Score -571402.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -571423.687500 Penalty: 4202.001465
	Iteration 18Q: 3 clusters Score -571423.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -571445.812500 Penalty: 4202.001465
	Iteration 19Q: 3 clusters Score -571445.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -571469.562500 Penalty: 4202.001465
	Iteration 20F: 3 clusters Score -571469.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -571501.375000 Penalty: 4202.001465
	Iteration 21Q: 3 clusters Score -571501.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -571535.312500 Penalty: 4202.001465
	Iteration 22Q: 3 clusters Score -571535.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -571568.625000 Penalty: 4202.001465
	Iteration 23Q: 3 clusters Score -571568.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -571597.625000 Penalty: 4202.001465
	Iteration 24Q: 3 clusters Score -571597.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -571624.312500 Penalty: 4202.001465
	Iteration 25Q: 3 clusters Score -571624.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -571659.125000 Penalty: 4202.001465
	Iteration 26Q: 3 clusters Score -571659.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -571703.437500 Penalty: 4202.001465
	Iteration 27Q: 3 clusters Score -571703.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -571749.500000 Penalty: 4202.001465
	Iteration 28Q: 3 clusters Score -571749.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -571793.250000 Penalty: 4202.001465
	Iteration 29Q: 3 clusters Score -571793.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -571834.750000 Penalty: 4202.001465
	Iteration 30Q: 3 clusters Score -571834.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -571881.875000 Penalty: 4202.001465
	Iteration 31Q: 3 clusters Score -571881.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -571923.750000 Penalty: 4202.001465
	Iteration 32Q: 3 clusters Score -571923.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -571962.062500 Penalty: 4202.001465
	Iteration 33Q: 3 clusters Score -571962.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -571988.187500 Penalty: 4202.001465
	Iteration 34Q: 3 clusters Score -571988.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -572009.000000 Penalty: 4202.001465
	Iteration 35Q: 3 clusters Score -572009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -572023.312500 Penalty: 4202.001465
	Iteration 36Q: 3 clusters Score -572023.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -572034.937500 Penalty: 4202.001465
	Iteration 37Q: 3 clusters Score -572034.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -572045.375000 Penalty: 4202.001465
	Iteration 38Q: 3 clusters Score -572045.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -572057.750000 Penalty: 4202.001465
	Iteration 39Q: 3 clusters Score -572057.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -572072.812500 Penalty: 4202.001465
	Iteration 40F: 3 clusters Score -572072.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -572087.312500 Penalty: 4202.001465
	Iteration 41Q: 3 clusters Score -572087.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -572097.500000 Penalty: 4202.001465
	Iteration 42Q: 3 clusters Score -572097.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -572105.750000 Penalty: 4202.001465
	Iteration 43Q: 3 clusters Score -572105.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -572109.875000 Penalty: 4202.001465
	Iteration 44Q: 3 clusters Score -572109.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -572114.562500 Penalty: 4202.001465
	Iteration 45Q: 3 clusters Score -572114.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -572116.125000 Penalty: 4202.001465
	Iteration 46Q: 3 clusters Score -572116.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -572121.250000 Penalty: 4202.001465
	Iteration 47Q: 3 clusters Score -572121.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -572122.937500 Penalty: 4202.001465
	Iteration 48Q: 3 clusters Score -572122.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -572124.875000 Penalty: 4202.001465
	Iteration 49Q: 3 clusters Score -572124.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -572128.187500 Penalty: 4202.001465
	Iteration 50Q: 3 clusters Score -572128.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -572129.062500 Penalty: 4202.001465
	Iteration 51Q: 3 clusters Score -572129.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -572130.562500 Penalty: 4202.001465
	Iteration 52Q: 3 clusters Score -572130.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -572131.687500 Penalty: 4202.001465
	Iteration 53Q: 3 clusters Score -572131.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -572132.875000 Penalty: 4202.001465
	Iteration 54Q: 3 clusters Score -572132.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -572132.875000 Penalty: 4202.001465
	Iteration 55F: 3 clusters Score -572132.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -256601.453125 Penalty: 1890.905518
	Iteration 0F: 2 clusters Score -256601.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -253924.562500 Penalty: 3781.811035
	Iteration 0F: 3 clusters Score -253924.6 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -254375.656250 Penalty: 3781.811035
	Iteration 1F: 3 clusters Score -254375.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -254485.015625 Penalty: 3781.811035
	Iteration 2F: 3 clusters Score -254485 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -254547.312500 Penalty: 3781.811035
	Iteration 3Q: 3 clusters Score -254547.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -254583.609375 Penalty: 3781.811035
	Iteration 4Q: 3 clusters Score -254583.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -254610.656250 Penalty: 3781.811035
	Iteration 5Q: 3 clusters Score -254610.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -254632.406250 Penalty: 3781.811035
	Iteration 6Q: 3 clusters Score -254632.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -254647.328125 Penalty: 3781.811035
	Iteration 7Q: 3 clusters Score -254647.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -254656.843750 Penalty: 3781.811035
	Iteration 8Q: 3 clusters Score -254656.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -254664.656250 Penalty: 3781.811035
	Iteration 9Q: 3 clusters Score -254664.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -254669.312500 Penalty: 3781.811035
	Iteration 10Q: 3 clusters Score -254669.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -254671.515625 Penalty: 3781.811035
	Iteration 11Q: 3 clusters Score -254671.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -254673.843750 Penalty: 3781.811035
	Iteration 12Q: 3 clusters Score -254673.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -254675.703125 Penalty: 3781.811035
	Iteration 13Q: 3 clusters Score -254675.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -254677.531250 Penalty: 3781.811035
	Iteration 14Q: 3 clusters Score -254677.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -254679.921875 Penalty: 3781.811035
	Iteration 15Q: 3 clusters Score -254679.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -254680.578125 Penalty: 3781.811035
	Iteration 16Q: 3 clusters Score -254680.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -254680.578125 Penalty: 3781.811035
	Iteration 17F: 3 clusters Score -254680.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Entering Unmasked Estep 
Score: -1617232.625000 Penalty: 2354.795410
	Iteration 0F: 2 clusters Score -1617233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1607443.500000 Penalty: 4709.590820
	Iteration 0F: 3 clusters Score -1607444 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1610380.625000 Penalty: 4709.590820
	Iteration 1F: 3 clusters Score -1610381 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1610766.125000 Penalty: 4709.590820
	Iteration 2F: 3 clusters Score -1610766 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1611052.250000 Penalty: 4709.590820
	Iteration 3Q: 3 clusters Score -1611052 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1611335.375000 Penalty: 4709.590820
	Iteration 4Q: 3 clusters Score -1611335 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1611584.500000 Penalty: 4709.590820
	Iteration 5Q: 3 clusters Score -1611584 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1611831.625000 Penalty: 4709.590820
	Iteration 6Q: 3 clusters Score -1611832 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1612126.375000 Penalty: 4709.590820
	Iteration 7Q: 3 clusters Score -1612126 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1612437.000000 Penalty: 4709.590820
	Iteration 8Q: 3 clusters Score -1612437 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1612809.375000 Penalty: 4709.590820
	Iteration 9Q: 3 clusters Score -1612809 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1613203.250000 Penalty: 4709.590820
	Iteration 10Q: 3 clusters Score -1613203 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1613640.000000 Penalty: 4709.590820
	Iteration 11Q: 3 clusters Score -1613640 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1614025.625000 Penalty: 4709.590820
	Iteration 12Q: 3 clusters Score -1614026 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1614343.500000 Penalty: 4709.590820
	Iteration 13Q: 3 clusters Score -1614344 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1614593.000000 Penalty: 4709.590820
	Iteration 14Q: 3 clusters Score -1614593 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1614790.375000 Penalty: 4709.590820
	Iteration 15Q: 3 clusters Score -1614790 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1614940.500000 Penalty: 4709.590820
	Iteration 16Q: 3 clusters Score -1614940 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1615027.750000 Penalty: 4709.590820
	Iteration 17Q: 3 clusters Score -1615028 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1615085.750000 Penalty: 4709.590820
	Iteration 18Q: 3 clusters Score -1615086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1615122.125000 Penalty: 4709.590820
	Iteration 19Q: 3 clusters Score -1615122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1615160.250000 Penalty: 4709.590820
	Iteration 20F: 3 clusters Score -1615160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1615179.625000 Penalty: 4709.590820
	Iteration 21Q: 3 clusters Score -1615180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1615203.750000 Penalty: 4709.590820
	Iteration 22Q: 3 clusters Score -1615204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1615216.000000 Penalty: 4709.590820
	Iteration 23Q: 3 clusters Score -1615216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1615225.000000 Penalty: 4709.590820
	Iteration 24Q: 3 clusters Score -1615225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1615234.500000 Penalty: 4709.590820
	Iteration 25Q: 3 clusters Score -1615234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1615240.625000 Penalty: 4709.590820
	Iteration 26Q: 3 clusters Score -1615241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1615247.750000 Penalty: 4709.590820
	Iteration 27Q: 3 clusters Score -1615248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1615256.000000 Penalty: 4709.590820
	Iteration 28Q: 3 clusters Score -1615256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1615259.375000 Penalty: 4709.590820
	Iteration 29Q: 3 clusters Score -1615259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1615263.250000 Penalty: 4709.590820
	Iteration 30Q: 3 clusters Score -1615263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1615266.250000 Penalty: 4709.590820
	Iteration 31Q: 3 clusters Score -1615266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1615266.250000 Penalty: 4709.590820
	Iteration 32Q: 3 clusters Score -1615266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1615266.250000 Penalty: 4709.590820
	Iteration 33F: 3 clusters Score -1615266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Entering Unmasked Estep 
Score: -270878.218750 Penalty: 1952.179810
	Iteration 0F: 2 clusters Score -270878.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -267959.812500 Penalty: 3904.359619
	Iteration 0F: 3 clusters Score -267959.8 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -269106.343750 Penalty: 3904.359619
	Iteration 1F: 3 clusters Score -269106.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -270532.906250 Penalty: 3904.359619
	Iteration 2F: 3 clusters Score -270532.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -271425.156250 Penalty: 3904.359619
	Iteration 3F: 3 clusters Score -271425.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -271918.750000 Penalty: 3904.359619
	Iteration 4F: 3 clusters Score -271918.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -272351.531250 Penalty: 3904.359619
	Iteration 5F: 3 clusters Score -272351.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -272566.312500 Penalty: 3904.359619
	Iteration 6Q: 3 clusters Score -272566.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -272707.468750 Penalty: 3904.359619
	Iteration 7Q: 3 clusters Score -272707.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -272826.343750 Penalty: 3904.359619
	Iteration 8Q: 3 clusters Score -272826.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -272846.968750 Penalty: 3904.359619
	Iteration 9Q: 3 clusters Score -272847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -272857.937500 Penalty: 3904.359619
	Iteration 10Q: 3 clusters Score -272857.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -272867.968750 Penalty: 3904.359619
	Iteration 11Q: 3 clusters Score -272868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -272873.625000 Penalty: 3904.359619
	Iteration 12Q: 3 clusters Score -272873.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -272877.281250 Penalty: 3904.359619
	Iteration 13Q: 3 clusters Score -272877.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -272881.187500 Penalty: 3904.359619
	Iteration 14Q: 3 clusters Score -272881.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -272882.250000 Penalty: 3904.359619
	Iteration 15Q: 3 clusters Score -272882.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -272882.250000 Penalty: 3904.359619
	Iteration 16F: 3 clusters Score -272882.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 156489 members 
Mstep: Class 3 contains 16101 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 52403 members 
Mstep: Class 6 contains 1754 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 27988 members 
Mstep: Class 9 contains 2249 members 
Mstep: Class 11 contains 4778 members 
Mstep: Class 12 contains 2048 members 
Mstep: Class 13 contains 13295 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 2682 members 
Mstep: Class 16 contains 66910 members 
Mstep: Class 17 contains 224160 members 
Mstep: Class 19 contains 68439 members 
Mstep: Class 20 contains 5354 members 
Mstep: Class 21 contains 8727 members 
Mstep: Class 22 contains 7081 members 
Entering Unmasked Estep 
Score: -80008984.000000 Penalty: 66635.929688
Splitting cluster 14 changes total score from -80003616.000000 to -80008984.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 15 (2682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Entering Unmasked Estep 
Score: -304980.843750 Penalty: 1957.790894
	Iteration 0F: 2 clusters Score -304980.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -301946.968750 Penalty: 3915.581787
	Iteration 0F: 3 clusters Score -301947 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -302583.343750 Penalty: 3915.581787
	Iteration 1F: 3 clusters Score -302583.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -302744.625000 Penalty: 3915.581787
	Iteration 2F: 3 clusters Score -302744.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -302854.625000 Penalty: 3915.581787
	Iteration 3Q: 3 clusters Score -302854.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -302957.750000 Penalty: 3915.581787
	Iteration 4Q: 3 clusters Score -302957.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -303045.375000 Penalty: 3915.581787
	Iteration 5Q: 3 clusters Score -303045.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -303127.718750 Penalty: 3915.581787
	Iteration 6Q: 3 clusters Score -303127.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -303216.156250 Penalty: 3915.581787
	Iteration 7Q: 3 clusters Score -303216.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -303322.718750 Penalty: 3915.581787
	Iteration 8Q: 3 clusters Score -303322.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -303447.156250 Penalty: 3915.581787
	Iteration 9Q: 3 clusters Score -303447.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -303607.375000 Penalty: 3915.581787
	Iteration 10Q: 3 clusters Score -303607.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -303794.468750 Penalty: 3915.581787
	Iteration 11Q: 3 clusters Score -303794.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -304030.468750 Penalty: 3915.581787
	Iteration 12Q: 3 clusters Score -304030.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -304282.656250 Penalty: 3915.581787
	Iteration 13Q: 3 clusters Score -304282.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -304478.593750 Penalty: 3915.581787
	Iteration 14Q: 3 clusters Score -304478.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -304602.625000 Penalty: 3915.581787
	Iteration 15Q: 3 clusters Score -304602.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -304665.500000 Penalty: 3915.581787
	Iteration 16Q: 3 clusters Score -304665.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -304682.781250 Penalty: 3915.581787
	Iteration 17Q: 3 clusters Score -304682.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -304694.593750 Penalty: 3915.581787
	Iteration 18Q: 3 clusters Score -304694.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -304702.937500 Penalty: 3915.581787
	Iteration 19Q: 3 clusters Score -304702.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -304706.656250 Penalty: 3915.581787
	Iteration 20F: 3 clusters Score -304706.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -304708.000000 Penalty: 3915.581787
	Iteration 21Q: 3 clusters Score -304708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -304708.625000 Penalty: 3915.581787
	Iteration 22Q: 3 clusters Score -304708.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -304708.625000 Penalty: 3915.581787
	Iteration 23F: 3 clusters Score -304708.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (66910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66910 members 
Entering Unmasked Estep 
Score: -8041676.000000 Penalty: 2755.553711
	Iteration 0F: 2 clusters Score -8041676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -7996874.500000 Penalty: 5511.107422
	Iteration 0F: 3 clusters Score -7996874 nChanged 31193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -8014376.500000 Penalty: 5511.107422
	Iteration 1F: 3 clusters Score -8014376 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -8015075.000000 Penalty: 5511.107422
	Iteration 2Q: 3 clusters Score -8015075 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -8015864.000000 Penalty: 5511.107422
	Iteration 3Q: 3 clusters Score -8015864 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -8016962.500000 Penalty: 5511.107422
	Iteration 4Q: 3 clusters Score -8016962 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -8018409.000000 Penalty: 5511.107422
	Iteration 5Q: 3 clusters Score -8018409 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -8020388.000000 Penalty: 5511.107422
	Iteration 6F: 3 clusters Score -8020388 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -8022747.000000 Penalty: 5511.107422
	Iteration 7F: 3 clusters Score -8022747 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -8025527.500000 Penalty: 5511.107422
	Iteration 8F: 3 clusters Score -8025528 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -8028093.500000 Penalty: 5511.107422
	Iteration 9F: 3 clusters Score -8028094 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -8030052.000000 Penalty: 5511.107422
	Iteration 10F: 3 clusters Score -8030052 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -8031286.500000 Penalty: 5511.107422
	Iteration 11Q: 3 clusters Score -8031286 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -8032014.500000 Penalty: 5511.107422
	Iteration 12Q: 3 clusters Score -8032014 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -8032438.500000 Penalty: 5511.107422
	Iteration 13Q: 3 clusters Score -8032438 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -8032893.000000 Penalty: 5511.107422
	Iteration 14Q: 3 clusters Score -8032893 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -8033408.500000 Penalty: 5511.107422
	Iteration 15Q: 3 clusters Score -8033408 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -8033907.500000 Penalty: 5511.107422
	Iteration 16Q: 3 clusters Score -8033908 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -8034378.000000 Penalty: 5511.107422
	Iteration 17Q: 3 clusters Score -8034378 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -8034892.000000 Penalty: 5511.107422
	Iteration 18Q: 3 clusters Score -8034892 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -8035380.000000 Penalty: 5511.107422
	Iteration 19Q: 3 clusters Score -8035380 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -8035848.500000 Penalty: 5511.107422
	Iteration 20F: 3 clusters Score -8035848 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -8036330.000000 Penalty: 5511.107422
	Iteration 21Q: 3 clusters Score -8036330 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -8036824.000000 Penalty: 5511.107422
	Iteration 22Q: 3 clusters Score -8036824 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -8037290.000000 Penalty: 5511.107422
	Iteration 23Q: 3 clusters Score -8037290 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53378 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -8037688.500000 Penalty: 5511.107422
	Iteration 24Q: 3 clusters Score -8037688 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -8038075.500000 Penalty: 5511.107422
	Iteration 25Q: 3 clusters Score -8038076 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -8038455.500000 Penalty: 5511.107422
	Iteration 26Q: 3 clusters Score -8038456 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55855 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -8038816.500000 Penalty: 5511.107422
	Iteration 27Q: 3 clusters Score -8038816 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56554 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -8039144.500000 Penalty: 5511.107422
	Iteration 28Q: 3 clusters Score -8039144 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -8039528.000000 Penalty: 5511.107422
	Iteration 29Q: 3 clusters Score -8039528 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57855 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -8039915.500000 Penalty: 5511.107422
	Iteration 30Q: 3 clusters Score -8039916 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -8040216.500000 Penalty: 5511.107422
	Iteration 31Q: 3 clusters Score -8040216 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58902 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -8040425.000000 Penalty: 5511.107422
	Iteration 32Q: 3 clusters Score -8040425 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59327 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -8040580.000000 Penalty: 5511.107422
	Iteration 33Q: 3 clusters Score -8040580 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -8040705.000000 Penalty: 5511.107422
	Iteration 34Q: 3 clusters Score -8040705 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59963 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -8040817.000000 Penalty: 5511.107422
	Iteration 35Q: 3 clusters Score -8040817 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60218 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -8040888.000000 Penalty: 5511.107422
	Iteration 36Q: 3 clusters Score -8040888 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60452 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -8040934.500000 Penalty: 5511.107422
	Iteration 37Q: 3 clusters Score -8040934 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -8041014.500000 Penalty: 5511.107422
	Iteration 38Q: 3 clusters Score -8041014 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60826 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -8041021.000000 Penalty: 5511.107422
	Iteration 39Q: 3 clusters Score -8041021 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60978 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -8041056.500000 Penalty: 5511.107422
	Iteration 40F: 3 clusters Score -8041056 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61111 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -8041083.500000 Penalty: 5511.107422
	Iteration 41Q: 3 clusters Score -8041084 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61221 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -8041107.500000 Penalty: 5511.107422
	Iteration 42Q: 3 clusters Score -8041108 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61328 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -8041120.000000 Penalty: 5511.107422
	Iteration 43Q: 3 clusters Score -8041120 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61409 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -8041124.500000 Penalty: 5511.107422
	Iteration 44Q: 3 clusters Score -8041124 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61462 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -8041126.000000 Penalty: 5511.107422
	Iteration 45Q: 3 clusters Score -8041126 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -8041136.500000 Penalty: 5511.107422
	Iteration 46Q: 3 clusters Score -8041136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61544 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -8041137.500000 Penalty: 5511.107422
	Iteration 47Q: 3 clusters Score -8041138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61571 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -8041137.500000 Penalty: 5511.107422
	Iteration 48Q: 3 clusters Score -8041138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61596 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -8041128.000000 Penalty: 5511.107422
	Iteration 49Q: 3 clusters Score -8041128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61622 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -8041138.000000 Penalty: 5511.107422
	Iteration 50Q: 3 clusters Score -8041138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61650 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -8041134.000000 Penalty: 5511.107422
	Iteration 51Q: 3 clusters Score -8041134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61672 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -8041142.000000 Penalty: 5511.107422
	Iteration 52Q: 3 clusters Score -8041142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61692 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -8041150.000000 Penalty: 5511.107422
	Iteration 53Q: 3 clusters Score -8041150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -8041166.000000 Penalty: 5511.107422
	Iteration 54Q: 3 clusters Score -8041166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -8041178.500000 Penalty: 5511.107422
	Iteration 55Q: 3 clusters Score -8041178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61740 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -8041178.000000 Penalty: 5511.107422
	Iteration 56Q: 3 clusters Score -8041178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61753 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -8041179.500000 Penalty: 5511.107422
	Iteration 57Q: 3 clusters Score -8041180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61762 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -8041177.000000 Penalty: 5511.107422
	Iteration 58Q: 3 clusters Score -8041177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -8041175.500000 Penalty: 5511.107422
	Iteration 59Q: 3 clusters Score -8041176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61778 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -8041186.500000 Penalty: 5511.107422
	Iteration 60F: 3 clusters Score -8041186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61781 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -8041185.000000 Penalty: 5511.107422
	Iteration 61Q: 3 clusters Score -8041185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -8041187.500000 Penalty: 5511.107422
	Iteration 62Q: 3 clusters Score -8041188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61788 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -8041187.000000 Penalty: 5511.107422
	Iteration 63Q: 3 clusters Score -8041187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61792 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -8041188.500000 Penalty: 5511.107422
	Iteration 64Q: 3 clusters Score -8041188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61797 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -8041195.500000 Penalty: 5511.107422
	Iteration 65Q: 3 clusters Score -8041196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61805 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -8041198.500000 Penalty: 5511.107422
	Iteration 66Q: 3 clusters Score -8041198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61815 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -8041192.000000 Penalty: 5511.107422
	Iteration 67Q: 3 clusters Score -8041192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61821 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -8041190.500000 Penalty: 5511.107422
	Iteration 68Q: 3 clusters Score -8041190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61830 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -8041199.500000 Penalty: 5511.107422
	Iteration 69Q: 3 clusters Score -8041200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -8041201.000000 Penalty: 5511.107422
	Iteration 70Q: 3 clusters Score -8041201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61839 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -8041208.000000 Penalty: 5511.107422
	Iteration 71Q: 3 clusters Score -8041208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61842 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -8041205.000000 Penalty: 5511.107422
	Iteration 72Q: 3 clusters Score -8041205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61842 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -8041205.000000 Penalty: 5511.107422
	Iteration 73F: 3 clusters Score -8041205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (224160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224160 members 
Entering Unmasked Estep 
Score: -26683150.000000 Penalty: 3055.388428
	Iteration 0F: 2 clusters Score -2.668315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111659 members 
Mstep: Class 2 contains 112501 members 
Entering Unmasked Estep 
Score: -26550036.000000 Penalty: 6110.776855
	Iteration 0F: 3 clusters Score -2.655004e+07 nChanged 107796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104387 members 
Mstep: Class 2 contains 119773 members 
Entering Unmasked Estep 
Score: -26613482.000000 Penalty: 6110.776855
	Iteration 1F: 3 clusters Score -2.661348e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100915 members 
Mstep: Class 2 contains 123245 members 
Entering Unmasked Estep 
Score: -26615112.000000 Penalty: 6110.776855
	Iteration 2Q: 3 clusters Score -2.661511e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95927 members 
Mstep: Class 2 contains 128233 members 
Entering Unmasked Estep 
Score: -26617858.000000 Penalty: 6110.776855
	Iteration 3Q: 3 clusters Score -2.661786e+07 nChanged 11475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89322 members 
Mstep: Class 2 contains 134838 members 
Entering Unmasked Estep 
Score: -26621926.000000 Penalty: 6110.776855
	Iteration 4F: 3 clusters Score -2.662193e+07 nChanged 14298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81392 members 
Mstep: Class 2 contains 142768 members 
Entering Unmasked Estep 
Score: -26629110.000000 Penalty: 6110.776855
	Iteration 5F: 3 clusters Score -2.662911e+07 nChanged 16282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73546 members 
Mstep: Class 2 contains 150614 members 
Entering Unmasked Estep 
Score: -26639580.000000 Penalty: 6110.776855
	Iteration 6F: 3 clusters Score -2.663958e+07 nChanged 16781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 156203 members 
Entering Unmasked Estep 
Score: -26651448.000000 Penalty: 6110.776855
	Iteration 7F: 3 clusters Score -2.665145e+07 nChanged 15089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66900 members 
Mstep: Class 2 contains 157260 members 
Entering Unmasked Estep 
Score: -26660490.000000 Penalty: 6110.776855
	Iteration 8F: 3 clusters Score -2.666049e+07 nChanged 11263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68775 members 
Mstep: Class 2 contains 155385 members 
Entering Unmasked Estep 
Score: -26664066.000000 Penalty: 6110.776855
	Iteration 9F: 3 clusters Score -2.666407e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71490 members 
Mstep: Class 2 contains 152670 members 
Entering Unmasked Estep 
Score: -26665526.000000 Penalty: 6110.776855
	Iteration 10Q: 3 clusters Score -2.666553e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74463 members 
Mstep: Class 2 contains 149697 members 
Entering Unmasked Estep 
Score: -26666166.000000 Penalty: 6110.776855
	Iteration 11Q: 3 clusters Score -2.666617e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77758 members 
Mstep: Class 2 contains 146402 members 
Entering Unmasked Estep 
Score: -26667166.000000 Penalty: 6110.776855
	Iteration 12Q: 3 clusters Score -2.666717e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81091 members 
Mstep: Class 2 contains 143069 members 
Entering Unmasked Estep 
Score: -26667890.000000 Penalty: 6110.776855
	Iteration 13Q: 3 clusters Score -2.666789e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84324 members 
Mstep: Class 2 contains 139836 members 
Entering Unmasked Estep 
Score: -26669054.000000 Penalty: 6110.776855
	Iteration 14Q: 3 clusters Score -2.666905e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87494 members 
Mstep: Class 2 contains 136666 members 
Entering Unmasked Estep 
Score: -26670046.000000 Penalty: 6110.776855
	Iteration 15Q: 3 clusters Score -2.667005e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90592 members 
Mstep: Class 2 contains 133568 members 
Entering Unmasked Estep 
Score: -26670892.000000 Penalty: 6110.776855
	Iteration 16Q: 3 clusters Score -2.667089e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93596 members 
Mstep: Class 2 contains 130564 members 
Entering Unmasked Estep 
Score: -26671756.000000 Penalty: 6110.776855
	Iteration 17Q: 3 clusters Score -2.667176e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96700 members 
Mstep: Class 2 contains 127460 members 
Entering Unmasked Estep 
Score: -26672610.000000 Penalty: 6110.776855
	Iteration 18Q: 3 clusters Score -2.667261e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100169 members 
Mstep: Class 2 contains 123991 members 
Entering Unmasked Estep 
Score: -26673220.000000 Penalty: 6110.776855
	Iteration 19Q: 3 clusters Score -2.667322e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104298 members 
Mstep: Class 2 contains 119862 members 
Entering Unmasked Estep 
Score: -26674304.000000 Penalty: 6110.776855
	Iteration 20F: 3 clusters Score -2.66743e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108750 members 
Mstep: Class 2 contains 115410 members 
Entering Unmasked Estep 
Score: -26675082.000000 Penalty: 6110.776855
	Iteration 21Q: 3 clusters Score -2.667508e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113309 members 
Mstep: Class 2 contains 110851 members 
Entering Unmasked Estep 
Score: -26675490.000000 Penalty: 6110.776855
	Iteration 22Q: 3 clusters Score -2.667549e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117910 members 
Mstep: Class 2 contains 106250 members 
Entering Unmasked Estep 
Score: -26675970.000000 Penalty: 6110.776855
	Iteration 23Q: 3 clusters Score -2.667597e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122117 members 
Mstep: Class 2 contains 102043 members 
Entering Unmasked Estep 
Score: -26676098.000000 Penalty: 6110.776855
	Iteration 24Q: 3 clusters Score -2.66761e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125679 members 
Mstep: Class 2 contains 98481 members 
Entering Unmasked Estep 
Score: -26676320.000000 Penalty: 6110.776855
	Iteration 25Q: 3 clusters Score -2.667632e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128687 members 
Mstep: Class 2 contains 95473 members 
Entering Unmasked Estep 
Score: -26676088.000000 Penalty: 6110.776855
	Iteration 26Q: 3 clusters Score -2.667609e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131019 members 
Mstep: Class 2 contains 93141 members 
Entering Unmasked Estep 
Score: -26675816.000000 Penalty: 6110.776855
	Iteration 27Q: 3 clusters Score -2.667582e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133185 members 
Mstep: Class 2 contains 90975 members 
Entering Unmasked Estep 
Score: -26675570.000000 Penalty: 6110.776855
	Iteration 28Q: 3 clusters Score -2.667557e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135316 members 
Mstep: Class 2 contains 88844 members 
Entering Unmasked Estep 
Score: -26675218.000000 Penalty: 6110.776855
	Iteration 29Q: 3 clusters Score -2.667522e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137286 members 
Mstep: Class 2 contains 86874 members 
Entering Unmasked Estep 
Score: -26674988.000000 Penalty: 6110.776855
	Iteration 30Q: 3 clusters Score -2.667499e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139409 members 
Mstep: Class 2 contains 84751 members 
Entering Unmasked Estep 
Score: -26674676.000000 Penalty: 6110.776855
	Iteration 31Q: 3 clusters Score -2.667468e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141411 members 
Mstep: Class 2 contains 82749 members 
Entering Unmasked Estep 
Score: -26674248.000000 Penalty: 6110.776855
	Iteration 32Q: 3 clusters Score -2.667425e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143527 members 
Mstep: Class 2 contains 80633 members 
Entering Unmasked Estep 
Score: -26674080.000000 Penalty: 6110.776855
	Iteration 33Q: 3 clusters Score -2.667408e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145749 members 
Mstep: Class 2 contains 78411 members 
Entering Unmasked Estep 
Score: -26673584.000000 Penalty: 6110.776855
	Iteration 34Q: 3 clusters Score -2.667358e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148104 members 
Mstep: Class 2 contains 76056 members 
Entering Unmasked Estep 
Score: -26673404.000000 Penalty: 6110.776855
	Iteration 35Q: 3 clusters Score -2.66734e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150532 members 
Mstep: Class 2 contains 73628 members 
Entering Unmasked Estep 
Score: -26673226.000000 Penalty: 6110.776855
	Iteration 36Q: 3 clusters Score -2.667323e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152977 members 
Mstep: Class 2 contains 71183 members 
Entering Unmasked Estep 
Score: -26673012.000000 Penalty: 6110.776855
	Iteration 37Q: 3 clusters Score -2.667301e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155465 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -26672740.000000 Penalty: 6110.776855
	Iteration 38Q: 3 clusters Score -2.667274e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158019 members 
Mstep: Class 2 contains 66141 members 
Entering Unmasked Estep 
Score: -26672654.000000 Penalty: 6110.776855
	Iteration 39Q: 3 clusters Score -2.667265e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160557 members 
Mstep: Class 2 contains 63603 members 
Entering Unmasked Estep 
Score: -26672730.000000 Penalty: 6110.776855
	Iteration 40F: 3 clusters Score -2.667273e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163442 members 
Mstep: Class 2 contains 60718 members 
Entering Unmasked Estep 
Score: -26672630.000000 Penalty: 6110.776855
	Iteration 41Q: 3 clusters Score -2.667263e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166629 members 
Mstep: Class 2 contains 57531 members 
Entering Unmasked Estep 
Score: -26672572.000000 Penalty: 6110.776855
	Iteration 42Q: 3 clusters Score -2.667257e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170053 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -26672542.000000 Penalty: 6110.776855
	Iteration 43Q: 3 clusters Score -2.667254e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173720 members 
Mstep: Class 2 contains 50440 members 
Entering Unmasked Estep 
Score: -26672396.000000 Penalty: 6110.776855
	Iteration 44Q: 3 clusters Score -2.66724e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177483 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -26672462.000000 Penalty: 6110.776855
	Iteration 45Q: 3 clusters Score -2.667246e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181237 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -26672570.000000 Penalty: 6110.776855
	Iteration 46Q: 3 clusters Score -2.667257e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185050 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -26672872.000000 Penalty: 6110.776855
	Iteration 47Q: 3 clusters Score -2.667287e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188833 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -26673214.000000 Penalty: 6110.776855
	Iteration 48Q: 3 clusters Score -2.667321e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192342 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -26676214.000000 Penalty: 6110.776855
	Iteration 49Q: 3 clusters Score -2.667621e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195533 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -26678278.000000 Penalty: 6110.776855
	Iteration 50Q: 3 clusters Score -2.667828e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198574 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -26680116.000000 Penalty: 6110.776855
	Iteration 51Q: 3 clusters Score -2.668012e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201528 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -26681794.000000 Penalty: 6110.776855
	Iteration 52Q: 3 clusters Score -2.668179e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204275 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -26683060.000000 Penalty: 6110.776855
	Iteration 53Q: 3 clusters Score -2.668306e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206829 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -26684104.000000 Penalty: 6110.776855
	Iteration 54Q: 3 clusters Score -2.66841e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209221 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -26684804.000000 Penalty: 6110.776855
	Iteration 55Q: 3 clusters Score -2.66848e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211315 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -26685102.000000 Penalty: 6110.776855
	Iteration 56Q: 3 clusters Score -2.66851e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213153 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -26685072.000000 Penalty: 6110.776855
	Iteration 57Q: 3 clusters Score -2.668507e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214768 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -26684888.000000 Penalty: 6110.776855
	Iteration 58Q: 3 clusters Score -2.668489e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216233 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -26684578.000000 Penalty: 6110.776855
	Iteration 59Q: 3 clusters Score -2.668458e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217472 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -26684076.000000 Penalty: 6110.776855
	Iteration 60F: 3 clusters Score -2.668408e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218491 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -26683716.000000 Penalty: 6110.776855
	Iteration 61Q: 3 clusters Score -2.668372e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219363 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -26683392.000000 Penalty: 6110.776855
	Iteration 62Q: 3 clusters Score -2.668339e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220022 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -26682962.000000 Penalty: 6110.776855
	Iteration 63Q: 3 clusters Score -2.668296e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220565 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -26682684.000000 Penalty: 6110.776855
	Iteration 64Q: 3 clusters Score -2.668268e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220989 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -26682568.000000 Penalty: 6110.776855
	Iteration 65Q: 3 clusters Score -2.668257e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221303 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -26682418.000000 Penalty: 6110.776855
	Iteration 66Q: 3 clusters Score -2.668242e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221554 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -26682236.000000 Penalty: 6110.776855
	Iteration 67Q: 3 clusters Score -2.668224e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221782 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -26682166.000000 Penalty: 6110.776855
	Iteration 68Q: 3 clusters Score -2.668217e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221975 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -26682130.000000 Penalty: 6110.776855
	Iteration 69Q: 3 clusters Score -2.668213e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222138 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -26682066.000000 Penalty: 6110.776855
	Iteration 70Q: 3 clusters Score -2.668207e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222264 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -26682050.000000 Penalty: 6110.776855
	Iteration 71Q: 3 clusters Score -2.668205e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222354 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -26681970.000000 Penalty: 6110.776855
	Iteration 72Q: 3 clusters Score -2.668197e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222418 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -26681862.000000 Penalty: 6110.776855
	Iteration 73Q: 3 clusters Score -2.668186e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222469 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -26681858.000000 Penalty: 6110.776855
	Iteration 74Q: 3 clusters Score -2.668186e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222510 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -26681860.000000 Penalty: 6110.776855
	Iteration 75Q: 3 clusters Score -2.668186e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222541 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -26681870.000000 Penalty: 6110.776855
	Iteration 76Q: 3 clusters Score -2.668187e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222579 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -26681828.000000 Penalty: 6110.776855
	Iteration 77Q: 3 clusters Score -2.668183e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222596 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -26681816.000000 Penalty: 6110.776855
	Iteration 78Q: 3 clusters Score -2.668182e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222612 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -26681802.000000 Penalty: 6110.776855
	Iteration 79Q: 3 clusters Score -2.66818e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222629 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -26681812.000000 Penalty: 6110.776855
	Iteration 80F: 3 clusters Score -2.668181e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222653 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -26681804.000000 Penalty: 6110.776855
	Iteration 81Q: 3 clusters Score -2.66818e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222676 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -26681758.000000 Penalty: 6110.776855
	Iteration 82Q: 3 clusters Score -2.668176e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222697 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -26681734.000000 Penalty: 6110.776855
	Iteration 83Q: 3 clusters Score -2.668173e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222711 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -26681714.000000 Penalty: 6110.776855
	Iteration 84Q: 3 clusters Score -2.668171e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222725 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -26681728.000000 Penalty: 6110.776855
	Iteration 85Q: 3 clusters Score -2.668173e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222739 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -26681722.000000 Penalty: 6110.776855
	Iteration 86Q: 3 clusters Score -2.668172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222752 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -26681710.000000 Penalty: 6110.776855
	Iteration 87Q: 3 clusters Score -2.668171e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222761 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -26681724.000000 Penalty: 6110.776855
	Iteration 88Q: 3 clusters Score -2.668172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222768 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -26681702.000000 Penalty: 6110.776855
	Iteration 89Q: 3 clusters Score -2.66817e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222777 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -26681698.000000 Penalty: 6110.776855
	Iteration 90Q: 3 clusters Score -2.66817e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222787 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -26681698.000000 Penalty: 6110.776855
	Iteration 91Q: 3 clusters Score -2.66817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222795 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -26681694.000000 Penalty: 6110.776855
	Iteration 92Q: 3 clusters Score -2.668169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222799 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -26681708.000000 Penalty: 6110.776855
	Iteration 93Q: 3 clusters Score -2.668171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222805 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -26681690.000000 Penalty: 6110.776855
	Iteration 94Q: 3 clusters Score -2.668169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222807 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -26681710.000000 Penalty: 6110.776855
	Iteration 95Q: 3 clusters Score -2.668171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222808 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -26681678.000000 Penalty: 6110.776855
	Iteration 96Q: 3 clusters Score -2.668168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222811 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -26681690.000000 Penalty: 6110.776855
	Iteration 97Q: 3 clusters Score -2.668169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222815 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -26681696.000000 Penalty: 6110.776855
	Iteration 98Q: 3 clusters Score -2.66817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222817 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -26681714.000000 Penalty: 6110.776855
	Iteration 99Q: 3 clusters Score -2.668171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222820 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -26681696.000000 Penalty: 6110.776855
	Iteration 100F: 3 clusters Score -2.66817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222823 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -26681702.000000 Penalty: 6110.776855
	Iteration 101Q: 3 clusters Score -2.66817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222826 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -26681692.000000 Penalty: 6110.776855
	Iteration 102Q: 3 clusters Score -2.668169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222828 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -26681698.000000 Penalty: 6110.776855
	Iteration 103Q: 3 clusters Score -2.66817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222828 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -26681686.000000 Penalty: 6110.776855
	Iteration 104Q: 3 clusters Score -2.668169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222825 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -26681692.000000 Penalty: 6110.776855
	Iteration 105Q: 3 clusters Score -2.668169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222828 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -26681698.000000 Penalty: 6110.776855
	Iteration 106Q: 3 clusters Score -2.66817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222828 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -26681694.000000 Penalty: 6110.776855
	Iteration 107Q: 3 clusters Score -2.668169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222829 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -26681686.000000 Penalty: 6110.776855
	Iteration 108Q: 3 clusters Score -2.668169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222832 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -26681700.000000 Penalty: 6110.776855
	Iteration 109Q: 3 clusters Score -2.66817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222835 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -26681680.000000 Penalty: 6110.776855
	Iteration 110Q: 3 clusters Score -2.668168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222834 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -26681666.000000 Penalty: 6110.776855
	Iteration 111Q: 3 clusters Score -2.668167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222835 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -26681690.000000 Penalty: 6110.776855
	Iteration 112Q: 3 clusters Score -2.668169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222837 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -26681694.000000 Penalty: 6110.776855
	Iteration 113Q: 3 clusters Score -2.668169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222836 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -26681714.000000 Penalty: 6110.776855
	Iteration 114Q: 3 clusters Score -2.668171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222837 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -26681710.000000 Penalty: 6110.776855
	Iteration 115Q: 3 clusters Score -2.668171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222838 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -26681714.000000 Penalty: 6110.776855
	Iteration 116Q: 3 clusters Score -2.668171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222838 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -26681714.000000 Penalty: 6110.776855
	Iteration 117F: 3 clusters Score -2.668171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (68439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68439 members 
Entering Unmasked Estep 
Score: -8048984.500000 Penalty: 2761.157227
	Iteration 0F: 2 clusters Score -8048984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -8002937.500000 Penalty: 5522.314453
	Iteration 0F: 3 clusters Score -8002938 nChanged 32070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -8020877.000000 Penalty: 5522.314453
	Iteration 1F: 3 clusters Score -8020877 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -8021343.000000 Penalty: 5522.314453
	Iteration 2Q: 3 clusters Score -8021343 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -8021754.000000 Penalty: 5522.314453
	Iteration 3Q: 3 clusters Score -8021754 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -8022153.000000 Penalty: 5522.314453
	Iteration 4Q: 3 clusters Score -8022153 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -8022547.000000 Penalty: 5522.314453
	Iteration 5Q: 3 clusters Score -8022547 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -8023019.500000 Penalty: 5522.314453
	Iteration 6Q: 3 clusters Score -8023020 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -8023667.000000 Penalty: 5522.314453
	Iteration 7Q: 3 clusters Score -8023667 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -8024434.000000 Penalty: 5522.314453
	Iteration 8Q: 3 clusters Score -8024434 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -8025602.000000 Penalty: 5522.314453
	Iteration 9Q: 3 clusters Score -8025602 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -8027354.500000 Penalty: 5522.314453
	Iteration 10Q: 3 clusters Score -8027354 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -8029829.000000 Penalty: 5522.314453
	Iteration 11F: 3 clusters Score -8029829 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -8033165.000000 Penalty: 5522.314453
	Iteration 12F: 3 clusters Score -8033165 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58228 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -8037117.000000 Penalty: 5522.314453
	Iteration 13F: 3 clusters Score -8037117 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -8041174.000000 Penalty: 5522.314453
	Iteration 14F: 3 clusters Score -8041174 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65617 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -8044180.500000 Penalty: 5522.314453
	Iteration 15Q: 3 clusters Score -8044180 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67165 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -8045648.000000 Penalty: 5522.314453
	Iteration 16Q: 3 clusters Score -8045648 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67767 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8046204.500000 Penalty: 5522.314453
	Iteration 17Q: 3 clusters Score -8046204 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67966 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8046413.500000 Penalty: 5522.314453
	Iteration 18Q: 3 clusters Score -8046414 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68035 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8046515.500000 Penalty: 5522.314453
	Iteration 19Q: 3 clusters Score -8046516 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68058 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8046577.000000 Penalty: 5522.314453
	Iteration 20F: 3 clusters Score -8046577 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68066 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8046606.000000 Penalty: 5522.314453
	Iteration 21Q: 3 clusters Score -8046606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68075 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8046632.000000 Penalty: 5522.314453
	Iteration 22Q: 3 clusters Score -8046632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68089 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8046649.000000 Penalty: 5522.314453
	Iteration 23Q: 3 clusters Score -8046649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8046656.000000 Penalty: 5522.314453
	Iteration 24Q: 3 clusters Score -8046656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68097 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8046676.000000 Penalty: 5522.314453
	Iteration 25Q: 3 clusters Score -8046676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68102 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8046678.000000 Penalty: 5522.314453
	Iteration 26Q: 3 clusters Score -8046678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68106 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8046695.500000 Penalty: 5522.314453
	Iteration 27Q: 3 clusters Score -8046696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68106 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8046697.000000 Penalty: 5522.314453
	Iteration 28Q: 3 clusters Score -8046697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68111 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8046695.500000 Penalty: 5522.314453
	Iteration 29Q: 3 clusters Score -8046696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68114 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8046703.500000 Penalty: 5522.314453
	Iteration 30Q: 3 clusters Score -8046704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68110 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8046709.500000 Penalty: 5522.314453
	Iteration 31Q: 3 clusters Score -8046710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68110 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8046717.000000 Penalty: 5522.314453
	Iteration 32Q: 3 clusters Score -8046717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68111 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8046726.000000 Penalty: 5522.314453
	Iteration 33Q: 3 clusters Score -8046726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68115 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8046726.000000 Penalty: 5522.314453
	Iteration 34Q: 3 clusters Score -8046726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68117 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8046727.000000 Penalty: 5522.314453
	Iteration 35Q: 3 clusters Score -8046727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68115 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8046731.000000 Penalty: 5522.314453
	Iteration 36Q: 3 clusters Score -8046731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68115 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8046731.000000 Penalty: 5522.314453
	Iteration 37F: 3 clusters Score -8046731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Entering Unmasked Estep 
Score: -642442.312500 Penalty: 2129.228516
	Iteration 0F: 2 clusters Score -642442.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -637711.125000 Penalty: 4258.457031
	Iteration 0F: 3 clusters Score -637711.1 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -638878.625000 Penalty: 4258.457031
	Iteration 1F: 3 clusters Score -638878.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -639108.187500 Penalty: 4258.457031
	Iteration 2F: 3 clusters Score -639108.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -639239.875000 Penalty: 4258.457031
	Iteration 3Q: 3 clusters Score -639239.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -639349.500000 Penalty: 4258.457031
	Iteration 4Q: 3 clusters Score -639349.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -639462.125000 Penalty: 4258.457031
	Iteration 5Q: 3 clusters Score -639462.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -639585.500000 Penalty: 4258.457031
	Iteration 6Q: 3 clusters Score -639585.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -639708.437500 Penalty: 4258.457031
	Iteration 7Q: 3 clusters Score -639708.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -639831.000000 Penalty: 4258.457031
	Iteration 8Q: 3 clusters Score -639831 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -639948.187500 Penalty: 4258.457031
	Iteration 9Q: 3 clusters Score -639948.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -640059.375000 Penalty: 4258.457031
	Iteration 10Q: 3 clusters Score -640059.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -640165.750000 Penalty: 4258.457031
	Iteration 11Q: 3 clusters Score -640165.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -640260.812500 Penalty: 4258.457031
	Iteration 12Q: 3 clusters Score -640260.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -640334.062500 Penalty: 4258.457031
	Iteration 13Q: 3 clusters Score -640334.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -640383.562500 Penalty: 4258.457031
	Iteration 14Q: 3 clusters Score -640383.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -640412.500000 Penalty: 4258.457031
	Iteration 15Q: 3 clusters Score -640412.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -640439.562500 Penalty: 4258.457031
	Iteration 16Q: 3 clusters Score -640439.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -640464.125000 Penalty: 4258.457031
	Iteration 17Q: 3 clusters Score -640464.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -640478.187500 Penalty: 4258.457031
	Iteration 18Q: 3 clusters Score -640478.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -640491.937500 Penalty: 4258.457031
	Iteration 19Q: 3 clusters Score -640491.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -640505.125000 Penalty: 4258.457031
	Iteration 20F: 3 clusters Score -640505.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -640512.500000 Penalty: 4258.457031
	Iteration 21Q: 3 clusters Score -640512.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -640520.562500 Penalty: 4258.457031
	Iteration 22Q: 3 clusters Score -640520.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -640527.125000 Penalty: 4258.457031
	Iteration 23Q: 3 clusters Score -640527.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -640531.250000 Penalty: 4258.457031
	Iteration 24Q: 3 clusters Score -640531.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -640535.187500 Penalty: 4258.457031
	Iteration 25Q: 3 clusters Score -640535.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -640536.875000 Penalty: 4258.457031
	Iteration 26Q: 3 clusters Score -640536.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -640540.750000 Penalty: 4258.457031
	Iteration 27Q: 3 clusters Score -640540.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -640542.187500 Penalty: 4258.457031
	Iteration 28Q: 3 clusters Score -640542.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -640541.250000 Penalty: 4258.457031
	Iteration 29Q: 3 clusters Score -640541.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -640544.000000 Penalty: 4258.457031
	Iteration 30Q: 3 clusters Score -640544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -640544.937500 Penalty: 4258.457031
	Iteration 31Q: 3 clusters Score -640544.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -640544.687500 Penalty: 4258.457031
	Iteration 32Q: 3 clusters Score -640544.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -640545.062500 Penalty: 4258.457031
	Iteration 33Q: 3 clusters Score -640545.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -640545.750000 Penalty: 4258.457031
	Iteration 34Q: 3 clusters Score -640545.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -640545.750000 Penalty: 4258.457031
	Iteration 35F: 3 clusters Score -640545.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Entering Unmasked Estep 
Score: -1002584.187500 Penalty: 2250.395752
	Iteration 0F: 2 clusters Score -1002584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -995733.312500 Penalty: 4500.791504
	Iteration 0F: 3 clusters Score -995733.3 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -997636.062500 Penalty: 4500.791504
	Iteration 1F: 3 clusters Score -997636.1 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -997972.812500 Penalty: 4500.791504
	Iteration 2F: 3 clusters Score -997972.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -998284.937500 Penalty: 4500.791504
	Iteration 3F: 3 clusters Score -998284.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -998703.687500 Penalty: 4500.791504
	Iteration 4Q: 3 clusters Score -998703.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -999146.687500 Penalty: 4500.791504
	Iteration 5F: 3 clusters Score -999146.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -999535.562500 Penalty: 4500.791504
	Iteration 6F: 3 clusters Score -999535.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -999916.437500 Penalty: 4500.791504
	Iteration 7F: 3 clusters Score -999916.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1000266.625000 Penalty: 4500.791504
	Iteration 8F: 3 clusters Score -1000267 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1000563.937500 Penalty: 4500.791504
	Iteration 9F: 3 clusters Score -1000564 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1000767.375000 Penalty: 4500.791504
	Iteration 10Q: 3 clusters Score -1000767 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1000937.000000 Penalty: 4500.791504
	Iteration 11Q: 3 clusters Score -1000937 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1001083.812500 Penalty: 4500.791504
	Iteration 12Q: 3 clusters Score -1001084 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1001187.500000 Penalty: 4500.791504
	Iteration 13Q: 3 clusters Score -1001188 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1001260.437500 Penalty: 4500.791504
	Iteration 14Q: 3 clusters Score -1001260 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1001327.375000 Penalty: 4500.791504
	Iteration 15Q: 3 clusters Score -1001327 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1001374.062500 Penalty: 4500.791504
	Iteration 16Q: 3 clusters Score -1001374 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1001416.000000 Penalty: 4500.791504
	Iteration 17Q: 3 clusters Score -1001416 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1001448.375000 Penalty: 4500.791504
	Iteration 18Q: 3 clusters Score -1001448 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1001477.875000 Penalty: 4500.791504
	Iteration 19Q: 3 clusters Score -1001478 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1001503.000000 Penalty: 4500.791504
	Iteration 20F: 3 clusters Score -1001503 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1001519.187500 Penalty: 4500.791504
	Iteration 21Q: 3 clusters Score -1001519 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1001532.812500 Penalty: 4500.791504
	Iteration 22Q: 3 clusters Score -1001533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1001541.187500 Penalty: 4500.791504
	Iteration 23Q: 3 clusters Score -1001541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1001553.062500 Penalty: 4500.791504
	Iteration 24Q: 3 clusters Score -1001553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1001558.125000 Penalty: 4500.791504
	Iteration 25Q: 3 clusters Score -1001558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1001563.812500 Penalty: 4500.791504
	Iteration 26Q: 3 clusters Score -1001564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1001567.875000 Penalty: 4500.791504
	Iteration 27Q: 3 clusters Score -1001568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1001569.875000 Penalty: 4500.791504
	Iteration 28Q: 3 clusters Score -1001570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1001570.312500 Penalty: 4500.791504
	Iteration 29Q: 3 clusters Score -1001570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1001571.125000 Penalty: 4500.791504
	Iteration 30Q: 3 clusters Score -1001571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1001571.437500 Penalty: 4500.791504
	Iteration 31Q: 3 clusters Score -1001571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1001574.687500 Penalty: 4500.791504
	Iteration 32Q: 3 clusters Score -1001575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1001579.437500 Penalty: 4500.791504
	Iteration 33Q: 3 clusters Score -1001579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1001582.500000 Penalty: 4500.791504
	Iteration 34Q: 3 clusters Score -1001582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1001582.500000 Penalty: 4500.791504
	Iteration 35Q: 3 clusters Score -1001582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1001582.687500 Penalty: 4500.791504
	Iteration 36Q: 3 clusters Score -1001583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1001583.000000 Penalty: 4500.791504
	Iteration 37Q: 3 clusters Score -1001583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1001582.187500 Penalty: 4500.791504
	Iteration 38Q: 3 clusters Score -1001582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1001583.562500 Penalty: 4500.791504
	Iteration 39Q: 3 clusters Score -1001584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1001583.812500 Penalty: 4500.791504
	Iteration 40F: 3 clusters Score -1001584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Entering Unmasked Estep 
Score: -792731.062500 Penalty: 2198.562256
	Iteration 0F: 2 clusters Score -792731.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -786893.437500 Penalty: 4397.124512
	Iteration 0F: 3 clusters Score -786893.4 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -788748.312500 Penalty: 4397.124512
	Iteration 1F: 3 clusters Score -788748.3 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -789388.000000 Penalty: 4397.124512
	Iteration 2F: 3 clusters Score -789388 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -789937.500000 Penalty: 4397.124512
	Iteration 3F: 3 clusters Score -789937.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -790425.812500 Penalty: 4397.124512
	Iteration 4F: 3 clusters Score -790425.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -790844.125000 Penalty: 4397.124512
	Iteration 5F: 3 clusters Score -790844.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -791155.437500 Penalty: 4397.124512
	Iteration 6F: 3 clusters Score -791155.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -791428.562500 Penalty: 4397.124512
	Iteration 7Q: 3 clusters Score -791428.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -791660.687500 Penalty: 4397.124512
	Iteration 8Q: 3 clusters Score -791660.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -791845.500000 Penalty: 4397.124512
	Iteration 9Q: 3 clusters Score -791845.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -791987.812500 Penalty: 4397.124512
	Iteration 10Q: 3 clusters Score -791987.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -792091.687500 Penalty: 4397.124512
	Iteration 11Q: 3 clusters Score -792091.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -792145.250000 Penalty: 4397.124512
	Iteration 12Q: 3 clusters Score -792145.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -792194.562500 Penalty: 4397.124512
	Iteration 13Q: 3 clusters Score -792194.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -792253.125000 Penalty: 4397.124512
	Iteration 14Q: 3 clusters Score -792253.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -792303.750000 Penalty: 4397.124512
	Iteration 15Q: 3 clusters Score -792303.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -792344.000000 Penalty: 4397.124512
	Iteration 16Q: 3 clusters Score -792344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -792380.187500 Penalty: 4397.124512
	Iteration 17Q: 3 clusters Score -792380.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -792413.500000 Penalty: 4397.124512
	Iteration 18Q: 3 clusters Score -792413.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -792437.437500 Penalty: 4397.124512
	Iteration 19Q: 3 clusters Score -792437.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -792459.562500 Penalty: 4397.124512
	Iteration 20F: 3 clusters Score -792459.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -792487.750000 Penalty: 4397.124512
	Iteration 21Q: 3 clusters Score -792487.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -792505.187500 Penalty: 4397.124512
	Iteration 22Q: 3 clusters Score -792505.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -792514.812500 Penalty: 4397.124512
	Iteration 23Q: 3 clusters Score -792514.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -792524.000000 Penalty: 4397.124512
	Iteration 24Q: 3 clusters Score -792524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -792528.812500 Penalty: 4397.124512
	Iteration 25Q: 3 clusters Score -792528.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -792531.437500 Penalty: 4397.124512
	Iteration 26Q: 3 clusters Score -792531.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -792534.687500 Penalty: 4397.124512
	Iteration 27Q: 3 clusters Score -792534.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -792534.687500 Penalty: 4397.124512
	Iteration 28F: 3 clusters Score -792534.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 3 contains 16101 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 52403 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 27988 members 
Mstep: Class 11 contains 4778 members 
Mstep: Class 12 contains 2048 members 
Mstep: Class 13 contains 13295 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 2682 members 
Mstep: Class 16 contains 66910 members 
Mstep: Class 17 contains 224160 members 
Mstep: Class 19 contains 68439 members 
Mstep: Class 20 contains 5354 members 
Mstep: Class 21 contains 8727 members 
Mstep: Class 22 contains 7081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80011256.000000 Penalty: 66635.929688
Iteration 39Q: 21 clusters Score -8.001126e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 155660 members 
Mstep: Class 3 contains 16194 members 
Mstep: Class 4 contains 4830 members 
Mstep: Class 5 contains 52166 members 
Mstep: Class 6 contains 1789 members 
Mstep: Class 7 contains 2068 members 
Mstep: Class 8 contains 28237 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 11 contains 4709 members 
Mstep: Class 12 contains 2032 members 
Mstep: Class 13 contains 13646 members 
Mstep: Class 14 contains 375 members 
Mstep: Class 15 contains 2679 members 
Mstep: Class 16 contains 67115 members 
Mstep: Class 17 contains 224982 members 
Mstep: Class 19 contains 68058 members 
Mstep: Class 20 contains 5399 members 
Mstep: Class 21 contains 8626 members 
Mstep: Class 22 contains 6940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3293.593750 but Gain 3331.796875
Score: -80013576.000000 Penalty: 63304.132812
Iteration 40F: 20 clusters Score -8.001358e+07 nChanged 10542
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 161225 members 
Mstep: Class 3 contains 16139 members 
Mstep: Class 4 contains 5071 members 
Mstep: Class 5 contains 51494 members 
Mstep: Class 6 contains 1784 members 
Mstep: Class 7 contains 2234 members 
Mstep: Class 8 contains 28049 members 
Mstep: Class 9 contains 2255 members 
Mstep: Class 11 contains 4587 members 
Mstep: Class 13 contains 14109 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 2565 members 
Mstep: Class 16 contains 66955 members 
Mstep: Class 17 contains 222992 members 
Mstep: Class 19 contains 67173 members 
Mstep: Class 20 contains 5360 members 
Mstep: Class 21 contains 8512 members 
Mstep: Class 22 contains 6823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80018512.000000 Penalty: 63304.132812
Iteration 41Q: 20 clusters Score -8.001851e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 164238 members 
Mstep: Class 3 contains 16104 members 
Mstep: Class 4 contains 5308 members 
Mstep: Class 5 contains 50784 members 
Mstep: Class 6 contains 1780 members 
Mstep: Class 7 contains 2328 members 
Mstep: Class 8 contains 27767 members 
Mstep: Class 9 contains 2266 members 
Mstep: Class 11 contains 4500 members 
Mstep: Class 13 contains 14529 members 
Mstep: Class 14 contains 385 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 66794 members 
Mstep: Class 17 contains 221490 members 
Mstep: Class 19 contains 66409 members 
Mstep: Class 20 contains 5324 members 
Mstep: Class 21 contains 8411 members 
Mstep: Class 22 contains 6766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80020968.000000 Penalty: 63304.132812
Iteration 42Q: 20 clusters Score -8.002097e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 166686 members 
Mstep: Class 3 contains 16052 members 
Mstep: Class 4 contains 5548 members 
Mstep: Class 5 contains 49994 members 
Mstep: Class 6 contains 1777 members 
Mstep: Class 7 contains 2433 members 
Mstep: Class 8 contains 27439 members 
Mstep: Class 9 contains 2272 members 
Mstep: Class 11 contains 4414 members 
Mstep: Class 13 contains 14922 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 2482 members 
Mstep: Class 16 contains 66682 members 
Mstep: Class 17 contains 220646 members 
Mstep: Class 19 contains 65641 members 
Mstep: Class 20 contains 5309 members 
Mstep: Class 21 contains 8295 members 
Mstep: Class 22 contains 6727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80021888.000000 Penalty: 63304.132812
Iteration 43Q: 20 clusters Score -8.002189e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 168827 members 
Mstep: Class 3 contains 16000 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 49203 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 2523 members 
Mstep: Class 8 contains 27118 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 11 contains 4318 members 
Mstep: Class 13 contains 15292 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 66607 members 
Mstep: Class 17 contains 220077 members 
Mstep: Class 19 contains 64891 members 
Mstep: Class 20 contains 5291 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 6694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80022920.000000 Penalty: 63304.132812
Iteration 44Q: 20 clusters Score -8.002292e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 170731 members 
Mstep: Class 3 contains 15934 members 
Mstep: Class 4 contains 6035 members 
Mstep: Class 5 contains 48492 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 2600 members 
Mstep: Class 8 contains 26810 members 
Mstep: Class 9 contains 2279 members 
Mstep: Class 11 contains 4248 members 
Mstep: Class 13 contains 15610 members 
Mstep: Class 14 contains 375 members 
Mstep: Class 15 contains 2443 members 
Mstep: Class 16 contains 66565 members 
Mstep: Class 17 contains 219640 members 
Mstep: Class 19 contains 64175 members 
Mstep: Class 20 contains 5270 members 
Mstep: Class 21 contains 8076 members 
Mstep: Class 22 contains 6650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80023760.000000 Penalty: 63304.132812
Iteration 45Q: 20 clusters Score -8.002376e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 172400 members 
Mstep: Class 3 contains 15871 members 
Mstep: Class 4 contains 6269 members 
Mstep: Class 5 contains 47754 members 
Mstep: Class 6 contains 1768 members 
Mstep: Class 7 contains 2679 members 
Mstep: Class 8 contains 26558 members 
Mstep: Class 9 contains 2279 members 
Mstep: Class 11 contains 4180 members 
Mstep: Class 13 contains 15886 members 
Mstep: Class 14 contains 375 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 66520 members 
Mstep: Class 17 contains 219331 members 
Mstep: Class 19 contains 63541 members 
Mstep: Class 20 contains 5257 members 
Mstep: Class 21 contains 7975 members 
Mstep: Class 22 contains 6613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80024696.000000 Penalty: 63304.132812
Iteration 46Q: 20 clusters Score -8.00247e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 173917 members 
Mstep: Class 3 contains 15851 members 
Mstep: Class 4 contains 6474 members 
Mstep: Class 5 contains 47027 members 
Mstep: Class 6 contains 1766 members 
Mstep: Class 7 contains 2743 members 
Mstep: Class 8 contains 26339 members 
Mstep: Class 9 contains 2280 members 
Mstep: Class 11 contains 4124 members 
Mstep: Class 13 contains 16095 members 
Mstep: Class 14 contains 375 members 
Mstep: Class 15 contains 2424 members 
Mstep: Class 16 contains 66419 members 
Mstep: Class 17 contains 219202 members 
Mstep: Class 19 contains 62973 members 
Mstep: Class 20 contains 5239 members 
Mstep: Class 21 contains 7854 members 
Mstep: Class 22 contains 6583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025080.000000 Penalty: 63304.132812
Iteration 47Q: 20 clusters Score -8.002508e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 175366 members 
Mstep: Class 3 contains 15815 members 
Mstep: Class 4 contains 6640 members 
Mstep: Class 5 contains 46347 members 
Mstep: Class 6 contains 1764 members 
Mstep: Class 7 contains 2812 members 
Mstep: Class 8 contains 26133 members 
Mstep: Class 9 contains 2282 members 
Mstep: Class 11 contains 4070 members 
Mstep: Class 13 contains 16321 members 
Mstep: Class 14 contains 375 members 
Mstep: Class 15 contains 2416 members 
Mstep: Class 16 contains 66354 members 
Mstep: Class 17 contains 218989 members 
Mstep: Class 19 contains 62478 members 
Mstep: Class 20 contains 5219 members 
Mstep: Class 21 contains 7727 members 
Mstep: Class 22 contains 6567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025496.000000 Penalty: 63304.132812
Iteration 48Q: 20 clusters Score -8.00255e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 176735 members 
Mstep: Class 3 contains 15787 members 
Mstep: Class 4 contains 6792 members 
Mstep: Class 5 contains 45751 members 
Mstep: Class 6 contains 1762 members 
Mstep: Class 7 contains 2881 members 
Mstep: Class 8 contains 25922 members 
Mstep: Class 9 contains 2282 members 
Mstep: Class 11 contains 4029 members 
Mstep: Class 13 contains 16511 members 
Mstep: Class 14 contains 375 members 
Mstep: Class 15 contains 2403 members 
Mstep: Class 16 contains 66278 members 
Mstep: Class 17 contains 218819 members 
Mstep: Class 19 contains 61983 members 
Mstep: Class 20 contains 5211 members 
Mstep: Class 21 contains 7607 members 
Mstep: Class 22 contains 6544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025904.000000 Penalty: 63304.132812
Iteration 49Q: 20 clusters Score -8.00259e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 177947 members 
Mstep: Class 3 contains 15760 members 
Mstep: Class 4 contains 6922 members 
Mstep: Class 5 contains 45172 members 
Mstep: Class 6 contains 1755 members 
Mstep: Class 7 contains 2934 members 
Mstep: Class 8 contains 25750 members 
Mstep: Class 9 contains 2281 members 
Mstep: Class 11 contains 3976 members 
Mstep: Class 13 contains 16691 members 
Mstep: Class 14 contains 375 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 66229 members 
Mstep: Class 17 contains 218792 members 
Mstep: Class 19 contains 61468 members 
Mstep: Class 20 contains 5199 members 
Mstep: Class 21 contains 7507 members 
Mstep: Class 22 contains 6527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026208.000000 Penalty: 63304.132812
Iteration 50Q: 20 clusters Score -8.002621e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 179034 members 
Mstep: Class 3 contains 15736 members 
Mstep: Class 4 contains 7050 members 
Mstep: Class 5 contains 44630 members 
Mstep: Class 6 contains 1750 members 
Mstep: Class 7 contains 2988 members 
Mstep: Class 8 contains 25603 members 
Mstep: Class 9 contains 2280 members 
Mstep: Class 11 contains 3944 members 
Mstep: Class 13 contains 16841 members 
Mstep: Class 14 contains 375 members 
Mstep: Class 15 contains 2387 members 
Mstep: Class 16 contains 66170 members 
Mstep: Class 17 contains 218804 members 
Mstep: Class 19 contains 60977 members 
Mstep: Class 20 contains 5190 members 
Mstep: Class 21 contains 7420 members 
Mstep: Class 22 contains 6499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026608.000000 Penalty: 63304.132812
Iteration 51Q: 20 clusters Score -8.002661e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 179947 members 
Mstep: Class 3 contains 15736 members 
Mstep: Class 4 contains 7167 members 
Mstep: Class 5 contains 44147 members 
Mstep: Class 6 contains 1743 members 
Mstep: Class 7 contains 3033 members 
Mstep: Class 8 contains 25483 members 
Mstep: Class 9 contains 2280 members 
Mstep: Class 11 contains 3899 members 
Mstep: Class 13 contains 16963 members 
Mstep: Class 14 contains 375 members 
Mstep: Class 15 contains 2383 members 
Mstep: Class 16 contains 66151 members 
Mstep: Class 17 contains 218766 members 
Mstep: Class 19 contains 60584 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 7341 members 
Mstep: Class 22 contains 6495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026736.000000 Penalty: 63304.132812
Iteration 52Q: 20 clusters Score -8.002674e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 180791 members 
Mstep: Class 3 contains 15752 members 
Mstep: Class 4 contains 7266 members 
Mstep: Class 5 contains 43703 members 
Mstep: Class 6 contains 1739 members 
Mstep: Class 7 contains 3091 members 
Mstep: Class 8 contains 25390 members 
Mstep: Class 9 contains 2280 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 13 contains 17072 members 
Mstep: Class 14 contains 375 members 
Mstep: Class 15 contains 2379 members 
Mstep: Class 16 contains 66118 members 
Mstep: Class 17 contains 218695 members 
Mstep: Class 19 contains 60225 members 
Mstep: Class 20 contains 5173 members 
Mstep: Class 21 contains 7276 members 
Mstep: Class 22 contains 6486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026480.000000 Penalty: 63304.132812
Iteration 53Q: 20 clusters Score -8.002648e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 181458 members 
Mstep: Class 3 contains 15767 members 
Mstep: Class 4 contains 7366 members 
Mstep: Class 5 contains 43353 members 
Mstep: Class 6 contains 1740 members 
Mstep: Class 7 contains 3136 members 
Mstep: Class 8 contains 25290 members 
Mstep: Class 9 contains 2280 members 
Mstep: Class 11 contains 3825 members 
Mstep: Class 13 contains 17149 members 
Mstep: Class 14 contains 375 members 
Mstep: Class 15 contains 2375 members 
Mstep: Class 16 contains 66093 members 
Mstep: Class 17 contains 218684 members 
Mstep: Class 19 contains 59930 members 
Mstep: Class 20 contains 5167 members 
Mstep: Class 21 contains 7210 members 
Mstep: Class 22 contains 6476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026240.000000 Penalty: 63304.132812
Iteration 54Q: 20 clusters Score -8.002624e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 182142 members 
Mstep: Class 3 contains 15770 members 
Mstep: Class 4 contains 7464 members 
Mstep: Class 5 contains 43010 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 3184 members 
Mstep: Class 8 contains 25204 members 
Mstep: Class 9 contains 2280 members 
Mstep: Class 11 contains 3801 members 
Mstep: Class 13 contains 17219 members 
Mstep: Class 14 contains 375 members 
Mstep: Class 15 contains 2371 members 
Mstep: Class 16 contains 66085 members 
Mstep: Class 17 contains 218611 members 
Mstep: Class 19 contains 59634 members 
Mstep: Class 20 contains 5159 members 
Mstep: Class 21 contains 7151 members 
Mstep: Class 22 contains 6475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026224.000000 Penalty: 63304.132812
Iteration 55Q: 20 clusters Score -8.002622e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 182531 members 
Mstep: Class 3 contains 15771 members 
Mstep: Class 4 contains 7568 members 
Mstep: Class 5 contains 42716 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 3228 members 
Mstep: Class 8 contains 25136 members 
Mstep: Class 9 contains 2280 members 
Mstep: Class 11 contains 3781 members 
Mstep: Class 13 contains 17292 members 
Mstep: Class 14 contains 375 members 
Mstep: Class 15 contains 2364 members 
Mstep: Class 16 contains 66080 members 
Mstep: Class 17 contains 218738 members 
Mstep: Class 19 contains 59370 members 
Mstep: Class 20 contains 5145 members 
Mstep: Class 21 contains 7083 members 
Mstep: Class 22 contains 6471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026032.000000 Penalty: 63304.132812
Iteration 56Q: 20 clusters Score -8.002603e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 182746 members 
Mstep: Class 3 contains 15781 members 
Mstep: Class 4 contains 7661 members 
Mstep: Class 5 contains 42463 members 
Mstep: Class 6 contains 1745 members 
Mstep: Class 7 contains 3276 members 
Mstep: Class 8 contains 25095 members 
Mstep: Class 9 contains 2281 members 
Mstep: Class 11 contains 3766 members 
Mstep: Class 13 contains 17364 members 
Mstep: Class 14 contains 375 members 
Mstep: Class 15 contains 2363 members 
Mstep: Class 16 contains 66073 members 
Mstep: Class 17 contains 218941 members 
Mstep: Class 19 contains 59116 members 
Mstep: Class 20 contains 5132 members 
Mstep: Class 21 contains 7024 members 
Mstep: Class 22 contains 6459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026032.000000 Penalty: 63304.132812
Iteration 57Q: 20 clusters Score -8.002603e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 182964 members 
Mstep: Class 3 contains 15798 members 
Mstep: Class 4 contains 7736 members 
Mstep: Class 5 contains 42265 members 
Mstep: Class 6 contains 1745 members 
Mstep: Class 7 contains 3313 members 
Mstep: Class 8 contains 25048 members 
Mstep: Class 9 contains 2281 members 
Mstep: Class 11 contains 3753 members 
Mstep: Class 13 contains 17395 members 
Mstep: Class 14 contains 375 members 
Mstep: Class 15 contains 2360 members 
Mstep: Class 16 contains 66064 members 
Mstep: Class 17 contains 219114 members 
Mstep: Class 19 contains 58902 members 
Mstep: Class 20 contains 5122 members 
Mstep: Class 21 contains 6959 members 
Mstep: Class 22 contains 6460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025912.000000 Penalty: 63304.132812
Iteration 58Q: 20 clusters Score -8.002591e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 183111 members 
Mstep: Class 3 contains 15818 members 
Mstep: Class 4 contains 7809 members 
Mstep: Class 5 contains 42099 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 3354 members 
Mstep: Class 8 contains 25006 members 
Mstep: Class 9 contains 2280 members 
Mstep: Class 11 contains 3743 members 
Mstep: Class 13 contains 17428 members 
Mstep: Class 14 contains 375 members 
Mstep: Class 15 contains 2356 members 
Mstep: Class 16 contains 66056 members 
Mstep: Class 17 contains 219311 members 
Mstep: Class 19 contains 58681 members 
Mstep: Class 20 contains 5106 members 
Mstep: Class 21 contains 6910 members 
Mstep: Class 22 contains 6452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025584.000000 Penalty: 63304.132812
Iteration 59Q: 20 clusters Score -8.002558e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 183231 members 
Mstep: Class 3 contains 15824 members 
Mstep: Class 4 contains 7887 members 
Mstep: Class 5 contains 41982 members 
Mstep: Class 6 contains 1741 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 24993 members 
Mstep: Class 9 contains 2280 members 
Mstep: Class 11 contains 3733 members 
Mstep: Class 13 contains 17459 members 
Mstep: Class 14 contains 375 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 66053 members 
Mstep: Class 17 contains 219420 members 
Mstep: Class 19 contains 58481 members 
Mstep: Class 20 contains 5095 members 
Mstep: Class 21 contains 6874 members 
Mstep: Class 22 contains 6446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025312.000000 Penalty: 63304.132812
Iteration 60F: 20 clusters Score -8.002531e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 183294 members 
Mstep: Class 3 contains 15831 members 
Mstep: Class 4 contains 7964 members 
Mstep: Class 5 contains 41869 members 
Mstep: Class 6 contains 1739 members 
Mstep: Class 7 contains 3450 members 
Mstep: Class 8 contains 24974 members 
Mstep: Class 9 contains 2280 members 
Mstep: Class 11 contains 3718 members 
Mstep: Class 13 contains 17487 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 2356 members 
Mstep: Class 16 contains 66055 members 
Mstep: Class 17 contains 219557 members 
Mstep: Class 19 contains 58308 members 
Mstep: Class 20 contains 5089 members 
Mstep: Class 21 contains 6827 members 
Mstep: Class 22 contains 6449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025304.000000 Penalty: 63304.132812
Iteration 61Q: 20 clusters Score -8.00253e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 183316 members 
Mstep: Class 3 contains 15843 members 
Mstep: Class 4 contains 8037 members 
Mstep: Class 5 contains 41784 members 
Mstep: Class 6 contains 1738 members 
Mstep: Class 7 contains 3493 members 
Mstep: Class 8 contains 24974 members 
Mstep: Class 9 contains 2283 members 
Mstep: Class 11 contains 3697 members 
Mstep: Class 13 contains 17511 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 2356 members 
Mstep: Class 16 contains 66075 members 
Mstep: Class 17 contains 219661 members 
Mstep: Class 19 contains 58167 members 
Mstep: Class 20 contains 5083 members 
Mstep: Class 21 contains 6781 members 
Mstep: Class 22 contains 6444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025400.000000 Penalty: 63304.132812
Iteration 62Q: 20 clusters Score -8.00254e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 183289 members 
Mstep: Class 3 contains 15853 members 
Mstep: Class 4 contains 8123 members 
Mstep: Class 5 contains 41700 members 
Mstep: Class 6 contains 1737 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 24975 members 
Mstep: Class 9 contains 2286 members 
Mstep: Class 11 contains 3681 members 
Mstep: Class 13 contains 17543 members 
Mstep: Class 14 contains 370 members 
Mstep: Class 15 contains 2353 members 
Mstep: Class 16 contains 66085 members 
Mstep: Class 17 contains 219787 members 
Mstep: Class 19 contains 58035 members 
Mstep: Class 20 contains 5076 members 
Mstep: Class 21 contains 6741 members 
Mstep: Class 22 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025296.000000 Penalty: 63304.132812
Iteration 63Q: 20 clusters Score -8.00253e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 183267 members 
Mstep: Class 3 contains 15865 members 
Mstep: Class 4 contains 8193 members 
Mstep: Class 5 contains 41617 members 
Mstep: Class 6 contains 1734 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 24982 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 11 contains 3672 members 
Mstep: Class 13 contains 17561 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 2352 members 
Mstep: Class 16 contains 66092 members 
Mstep: Class 17 contains 219928 members 
Mstep: Class 19 contains 57898 members 
Mstep: Class 20 contains 5072 members 
Mstep: Class 21 contains 6702 members 
Mstep: Class 22 contains 6444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025344.000000 Penalty: 63304.132812
Iteration 64Q: 20 clusters Score -8.002534e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 183238 members 
Mstep: Class 3 contains 15877 members 
Mstep: Class 4 contains 8261 members 
Mstep: Class 5 contains 41539 members 
Mstep: Class 6 contains 1732 members 
Mstep: Class 7 contains 3600 members 
Mstep: Class 8 contains 24989 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 11 contains 3655 members 
Mstep: Class 13 contains 17589 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 66133 members 
Mstep: Class 17 contains 220016 members 
Mstep: Class 19 contains 57776 members 
Mstep: Class 20 contains 5066 members 
Mstep: Class 21 contains 6678 members 
Mstep: Class 22 contains 6444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025208.000000 Penalty: 63304.132812
Iteration 65Q: 20 clusters Score -8.002521e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 183228 members 
Mstep: Class 3 contains 15887 members 
Mstep: Class 4 contains 8325 members 
Mstep: Class 5 contains 41461 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 3621 members 
Mstep: Class 8 contains 24992 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 11 contains 3636 members 
Mstep: Class 13 contains 17614 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 2343 members 
Mstep: Class 16 contains 66164 members 
Mstep: Class 17 contains 220133 members 
Mstep: Class 19 contains 57631 members 
Mstep: Class 20 contains 5060 members 
Mstep: Class 21 contains 6666 members 
Mstep: Class 22 contains 6450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025160.000000 Penalty: 63304.132812
Iteration 66Q: 20 clusters Score -8.002516e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 183225 members 
Mstep: Class 3 contains 15895 members 
Mstep: Class 4 contains 8397 members 
Mstep: Class 5 contains 41386 members 
Mstep: Class 6 contains 1732 members 
Mstep: Class 7 contains 3651 members 
Mstep: Class 8 contains 24989 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 11 contains 3626 members 
Mstep: Class 13 contains 17646 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 66187 members 
Mstep: Class 17 contains 220199 members 
Mstep: Class 19 contains 57507 members 
Mstep: Class 20 contains 5057 members 
Mstep: Class 21 contains 6650 members 
Mstep: Class 22 contains 6452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80024952.000000 Penalty: 63304.132812
Iteration 67Q: 20 clusters Score -8.002495e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 183160 members 
Mstep: Class 3 contains 15909 members 
Mstep: Class 4 contains 8476 members 
Mstep: Class 5 contains 41350 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 3684 members 
Mstep: Class 8 contains 24984 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 11 contains 3612 members 
Mstep: Class 13 contains 17670 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 66206 members 
Mstep: Class 17 contains 220259 members 
Mstep: Class 19 contains 57417 members 
Mstep: Class 20 contains 5049 members 
Mstep: Class 21 contains 6635 members 
Mstep: Class 22 contains 6452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025032.000000 Penalty: 63304.132812
Iteration 68Q: 20 clusters Score -8.002503e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 183129 members 
Mstep: Class 3 contains 15911 members 
Mstep: Class 4 contains 8522 members 
Mstep: Class 5 contains 41308 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 3717 members 
Mstep: Class 8 contains 24983 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 11 contains 3606 members 
Mstep: Class 13 contains 17707 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 66213 members 
Mstep: Class 17 contains 220319 members 
Mstep: Class 19 contains 57334 members 
Mstep: Class 20 contains 5045 members 
Mstep: Class 21 contains 6614 members 
Mstep: Class 22 contains 6454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80024944.000000 Penalty: 63304.132812
Iteration 69Q: 20 clusters Score -8.002494e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 183111 members 
Mstep: Class 3 contains 15921 members 
Mstep: Class 4 contains 8563 members 
Mstep: Class 5 contains 41280 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 3751 members 
Mstep: Class 8 contains 24989 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 11 contains 3602 members 
Mstep: Class 13 contains 17736 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 66222 members 
Mstep: Class 17 contains 220346 members 
Mstep: Class 19 contains 57256 members 
Mstep: Class 20 contains 5039 members 
Mstep: Class 21 contains 6590 members 
Mstep: Class 22 contains 6453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80024944.000000 Penalty: 63304.132812
Iteration 70Q: 20 clusters Score -8.002494e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 183050 members 
Mstep: Class 3 contains 15928 members 
Mstep: Class 4 contains 8607 members 
Mstep: Class 5 contains 41255 members 
Mstep: Class 6 contains 1726 members 
Mstep: Class 7 contains 3783 members 
Mstep: Class 8 contains 24993 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 13 contains 17754 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 2340 members 
Mstep: Class 16 contains 66222 members 
Mstep: Class 17 contains 220426 members 
Mstep: Class 19 contains 57190 members 
Mstep: Class 20 contains 5031 members 
Mstep: Class 21 contains 6572 members 
Mstep: Class 22 contains 6450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025088.000000 Penalty: 63304.132812
Iteration 71Q: 20 clusters Score -8.002509e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 182999 members 
Mstep: Class 3 contains 15932 members 
Mstep: Class 4 contains 8651 members 
Mstep: Class 5 contains 41237 members 
Mstep: Class 6 contains 1726 members 
Mstep: Class 7 contains 3807 members 
Mstep: Class 8 contains 24997 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 11 contains 3589 members 
Mstep: Class 13 contains 17765 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 2337 members 
Mstep: Class 16 contains 66238 members 
Mstep: Class 17 contains 220475 members 
Mstep: Class 19 contains 57135 members 
Mstep: Class 20 contains 5022 members 
Mstep: Class 21 contains 6557 members 
Mstep: Class 22 contains 6449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025104.000000 Penalty: 63304.132812
Iteration 72Q: 20 clusters Score -8.00251e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 182889 members 
Mstep: Class 3 contains 15931 members 
Mstep: Class 4 contains 8701 members 
Mstep: Class 5 contains 41216 members 
Mstep: Class 6 contains 1726 members 
Mstep: Class 7 contains 3832 members 
Mstep: Class 8 contains 25000 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 11 contains 3584 members 
Mstep: Class 13 contains 17775 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 2336 members 
Mstep: Class 16 contains 66268 members 
Mstep: Class 17 contains 220563 members 
Mstep: Class 19 contains 57081 members 
Mstep: Class 20 contains 5015 members 
Mstep: Class 21 contains 6547 members 
Mstep: Class 22 contains 6447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025296.000000 Penalty: 63304.132812
Iteration 73Q: 20 clusters Score -8.00253e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 182805 members 
Mstep: Class 3 contains 15936 members 
Mstep: Class 4 contains 8738 members 
Mstep: Class 5 contains 41200 members 
Mstep: Class 6 contains 1725 members 
Mstep: Class 7 contains 3843 members 
Mstep: Class 8 contains 25009 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 11 contains 3583 members 
Mstep: Class 13 contains 17771 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 2335 members 
Mstep: Class 16 contains 66308 members 
Mstep: Class 17 contains 220649 members 
Mstep: Class 19 contains 57018 members 
Mstep: Class 20 contains 5011 members 
Mstep: Class 21 contains 6537 members 
Mstep: Class 22 contains 6444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025240.000000 Penalty: 63304.132812
Iteration 74Q: 20 clusters Score -8.002524e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 182740 members 
Mstep: Class 3 contains 15938 members 
Mstep: Class 4 contains 8775 members 
Mstep: Class 5 contains 41191 members 
Mstep: Class 6 contains 1724 members 
Mstep: Class 7 contains 3860 members 
Mstep: Class 8 contains 25019 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 11 contains 3584 members 
Mstep: Class 13 contains 17777 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 66333 members 
Mstep: Class 17 contains 220686 members 
Mstep: Class 19 contains 56971 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 6526 members 
Mstep: Class 22 contains 6443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025528.000000 Penalty: 63304.132812
Iteration 75Q: 20 clusters Score -8.002553e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 182617 members 
Mstep: Class 3 contains 15942 members 
Mstep: Class 4 contains 8809 members 
Mstep: Class 5 contains 41170 members 
Mstep: Class 6 contains 1722 members 
Mstep: Class 7 contains 3870 members 
Mstep: Class 8 contains 25039 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 11 contains 3584 members 
Mstep: Class 13 contains 17781 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 2333 members 
Mstep: Class 16 contains 66344 members 
Mstep: Class 17 contains 220807 members 
Mstep: Class 19 contains 56927 members 
Mstep: Class 20 contains 5006 members 
Mstep: Class 21 contains 6513 members 
Mstep: Class 22 contains 6443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025472.000000 Penalty: 63304.132812
Iteration 76Q: 20 clusters Score -8.002547e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 182508 members 
Mstep: Class 3 contains 15946 members 
Mstep: Class 4 contains 8841 members 
Mstep: Class 5 contains 41140 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 25061 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 11 contains 3582 members 
Mstep: Class 13 contains 17792 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 2335 members 
Mstep: Class 16 contains 66366 members 
Mstep: Class 17 contains 220887 members 
Mstep: Class 19 contains 56908 members 
Mstep: Class 20 contains 5004 members 
Mstep: Class 21 contains 6496 members 
Mstep: Class 22 contains 6440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025408.000000 Penalty: 63304.132812
Iteration 77Q: 20 clusters Score -8.002541e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 182416 members 
Mstep: Class 3 contains 15950 members 
Mstep: Class 4 contains 8881 members 
Mstep: Class 5 contains 41121 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 3887 members 
Mstep: Class 8 contains 25074 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 13 contains 17797 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 66379 members 
Mstep: Class 17 contains 220965 members 
Mstep: Class 19 contains 56874 members 
Mstep: Class 20 contains 5004 members 
Mstep: Class 21 contains 6482 members 
Mstep: Class 22 contains 6436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025408.000000 Penalty: 63304.132812
Iteration 78Q: 20 clusters Score -8.002541e+07 nChanged 767
Entering ConstructFrom: 
Score: -80025408.000000 Penalty: 63304.132812
Entering ConstructFrom: 
Trying to split cluster 1 (15672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Entering Unmasked Estep 
Score: -1881006.375000 Penalty: 2395.588379
	Iteration 0F: 2 clusters Score -1881006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1869698.375000 Penalty: 4791.176758
	Iteration 0F: 3 clusters Score -1869698 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1873124.125000 Penalty: 4791.176758
	Iteration 1F: 3 clusters Score -1873124 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1873485.750000 Penalty: 4791.176758
	Iteration 2F: 3 clusters Score -1873486 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1873799.375000 Penalty: 4791.176758
	Iteration 3F: 3 clusters Score -1873799 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1874091.375000 Penalty: 4791.176758
	Iteration 4Q: 3 clusters Score -1874091 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1874397.375000 Penalty: 4791.176758
	Iteration 5Q: 3 clusters Score -1874397 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1874779.125000 Penalty: 4791.176758
	Iteration 6Q: 3 clusters Score -1874779 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1875260.875000 Penalty: 4791.176758
	Iteration 7F: 3 clusters Score -1875261 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1875949.625000 Penalty: 4791.176758
	Iteration 8F: 3 clusters Score -1875950 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1876797.125000 Penalty: 4791.176758
	Iteration 9F: 3 clusters Score -1876797 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1877712.875000 Penalty: 4791.176758
	Iteration 10F: 3 clusters Score -1877713 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1878501.875000 Penalty: 4791.176758
	Iteration 11Q: 3 clusters Score -1878502 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1879098.375000 Penalty: 4791.176758
	Iteration 12Q: 3 clusters Score -1879098 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1879418.250000 Penalty: 4791.176758
	Iteration 13Q: 3 clusters Score -1879418 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1879561.375000 Penalty: 4791.176758
	Iteration 14Q: 3 clusters Score -1879561 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1879642.750000 Penalty: 4791.176758
	Iteration 15Q: 3 clusters Score -1879643 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1879709.125000 Penalty: 4791.176758
	Iteration 16Q: 3 clusters Score -1879709 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1879758.375000 Penalty: 4791.176758
	Iteration 17Q: 3 clusters Score -1879758 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1879792.625000 Penalty: 4791.176758
	Iteration 18Q: 3 clusters Score -1879793 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1879819.375000 Penalty: 4791.176758
	Iteration 19Q: 3 clusters Score -1879819 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1879836.125000 Penalty: 4791.176758
	Iteration 20F: 3 clusters Score -1879836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1879848.750000 Penalty: 4791.176758
	Iteration 21Q: 3 clusters Score -1879849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1879849.500000 Penalty: 4791.176758
	Iteration 22Q: 3 clusters Score -1879850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1879862.500000 Penalty: 4791.176758
	Iteration 23Q: 3 clusters Score -1879862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1879865.125000 Penalty: 4791.176758
	Iteration 24Q: 3 clusters Score -1879865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1879869.750000 Penalty: 4791.176758
	Iteration 25Q: 3 clusters Score -1879870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1879869.750000 Penalty: 4791.176758
	Iteration 26Q: 3 clusters Score -1879870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1879872.375000 Penalty: 4791.176758
	Iteration 27Q: 3 clusters Score -1879872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1879878.125000 Penalty: 4791.176758
	Iteration 28Q: 3 clusters Score -1879878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1879879.250000 Penalty: 4791.176758
	Iteration 29Q: 3 clusters Score -1879879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1879879.375000 Penalty: 4791.176758
	Iteration 30Q: 3 clusters Score -1879879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1879878.875000 Penalty: 4791.176758
	Iteration 31Q: 3 clusters Score -1879879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1879881.250000 Penalty: 4791.176758
	Iteration 32Q: 3 clusters Score -1879881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1879881.250000 Penalty: 4791.176758
	Iteration 33F: 3 clusters Score -1879881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (182309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182309 members 
Entering Unmasked Estep 
Score: -21690506.000000 Penalty: 3004.137695
	Iteration 0F: 2 clusters Score -2.169051e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90831 members 
Mstep: Class 2 contains 91478 members 
Entering Unmasked Estep 
Score: -21574604.000000 Penalty: 6008.275391
	Iteration 0F: 3 clusters Score -2.15746e+07 nChanged 87532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85631 members 
Mstep: Class 2 contains 96678 members 
Entering Unmasked Estep 
Score: -21626778.000000 Penalty: 6008.275391
	Iteration 1F: 3 clusters Score -2.162678e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82340 members 
Mstep: Class 2 contains 99969 members 
Entering Unmasked Estep 
Score: -21629304.000000 Penalty: 6008.275391
	Iteration 2Q: 3 clusters Score -2.16293e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77383 members 
Mstep: Class 2 contains 104926 members 
Entering Unmasked Estep 
Score: -21633230.000000 Penalty: 6008.275391
	Iteration 3Q: 3 clusters Score -2.163323e+07 nChanged 10252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70301 members 
Mstep: Class 2 contains 112008 members 
Entering Unmasked Estep 
Score: -21639724.000000 Penalty: 6008.275391
	Iteration 4F: 3 clusters Score -2.163972e+07 nChanged 12110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61309 members 
Mstep: Class 2 contains 121000 members 
Entering Unmasked Estep 
Score: -21648886.000000 Penalty: 6008.275391
	Iteration 5F: 3 clusters Score -2.164889e+07 nChanged 12430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 130348 members 
Entering Unmasked Estep 
Score: -21659216.000000 Penalty: 6008.275391
	Iteration 6F: 3 clusters Score -2.165922e+07 nChanged 11478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 138644 members 
Entering Unmasked Estep 
Score: -21668738.000000 Penalty: 6008.275391
	Iteration 7F: 3 clusters Score -2.166874e+07 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 144790 members 
Entering Unmasked Estep 
Score: -21675250.000000 Penalty: 6008.275391
	Iteration 8F: 3 clusters Score -2.167525e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 149306 members 
Entering Unmasked Estep 
Score: -21678970.000000 Penalty: 6008.275391
	Iteration 9Q: 3 clusters Score -2.167897e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 152798 members 
Entering Unmasked Estep 
Score: -21680850.000000 Penalty: 6008.275391
	Iteration 10Q: 3 clusters Score -2.168085e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 155671 members 
Entering Unmasked Estep 
Score: -21682336.000000 Penalty: 6008.275391
	Iteration 11Q: 3 clusters Score -2.168234e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 158276 members 
Entering Unmasked Estep 
Score: -21683214.000000 Penalty: 6008.275391
	Iteration 12Q: 3 clusters Score -2.168321e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 160549 members 
Entering Unmasked Estep 
Score: -21684030.000000 Penalty: 6008.275391
	Iteration 13Q: 3 clusters Score -2.168403e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 162478 members 
Entering Unmasked Estep 
Score: -21684626.000000 Penalty: 6008.275391
	Iteration 14Q: 3 clusters Score -2.168463e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 164183 members 
Entering Unmasked Estep 
Score: -21685082.000000 Penalty: 6008.275391
	Iteration 15Q: 3 clusters Score -2.168508e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 165682 members 
Entering Unmasked Estep 
Score: -21685492.000000 Penalty: 6008.275391
	Iteration 16Q: 3 clusters Score -2.168549e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 167031 members 
Entering Unmasked Estep 
Score: -21685896.000000 Penalty: 6008.275391
	Iteration 17Q: 3 clusters Score -2.16859e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 168247 members 
Entering Unmasked Estep 
Score: -21686208.000000 Penalty: 6008.275391
	Iteration 18Q: 3 clusters Score -2.168621e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 169374 members 
Entering Unmasked Estep 
Score: -21686482.000000 Penalty: 6008.275391
	Iteration 19Q: 3 clusters Score -2.168648e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 170355 members 
Entering Unmasked Estep 
Score: -21686740.000000 Penalty: 6008.275391
	Iteration 20F: 3 clusters Score -2.168674e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 171211 members 
Entering Unmasked Estep 
Score: -21686986.000000 Penalty: 6008.275391
	Iteration 21Q: 3 clusters Score -2.168699e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 171992 members 
Entering Unmasked Estep 
Score: -21687134.000000 Penalty: 6008.275391
	Iteration 22Q: 3 clusters Score -2.168713e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 172694 members 
Entering Unmasked Estep 
Score: -21687380.000000 Penalty: 6008.275391
	Iteration 23Q: 3 clusters Score -2.168738e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 173261 members 
Entering Unmasked Estep 
Score: -21687532.000000 Penalty: 6008.275391
	Iteration 24Q: 3 clusters Score -2.168753e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 173764 members 
Entering Unmasked Estep 
Score: -21687662.000000 Penalty: 6008.275391
	Iteration 25Q: 3 clusters Score -2.168766e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 174226 members 
Entering Unmasked Estep 
Score: -21687798.000000 Penalty: 6008.275391
	Iteration 26Q: 3 clusters Score -2.16878e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 174646 members 
Entering Unmasked Estep 
Score: -21687848.000000 Penalty: 6008.275391
	Iteration 27Q: 3 clusters Score -2.168785e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 175024 members 
Entering Unmasked Estep 
Score: -21687928.000000 Penalty: 6008.275391
	Iteration 28Q: 3 clusters Score -2.168793e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 175336 members 
Entering Unmasked Estep 
Score: -21687992.000000 Penalty: 6008.275391
	Iteration 29Q: 3 clusters Score -2.168799e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 175631 members 
Entering Unmasked Estep 
Score: -21688032.000000 Penalty: 6008.275391
	Iteration 30Q: 3 clusters Score -2.168803e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 175868 members 
Entering Unmasked Estep 
Score: -21688092.000000 Penalty: 6008.275391
	Iteration 31Q: 3 clusters Score -2.168809e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 176044 members 
Entering Unmasked Estep 
Score: -21688094.000000 Penalty: 6008.275391
	Iteration 32Q: 3 clusters Score -2.168809e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 176207 members 
Entering Unmasked Estep 
Score: -21688168.000000 Penalty: 6008.275391
	Iteration 33Q: 3 clusters Score -2.168817e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 176354 members 
Entering Unmasked Estep 
Score: -21688178.000000 Penalty: 6008.275391
	Iteration 34Q: 3 clusters Score -2.168818e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 176495 members 
Entering Unmasked Estep 
Score: -21688182.000000 Penalty: 6008.275391
	Iteration 35Q: 3 clusters Score -2.168818e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 176605 members 
Entering Unmasked Estep 
Score: -21688200.000000 Penalty: 6008.275391
	Iteration 36Q: 3 clusters Score -2.16882e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 176700 members 
Entering Unmasked Estep 
Score: -21688234.000000 Penalty: 6008.275391
	Iteration 37Q: 3 clusters Score -2.168823e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 176798 members 
Entering Unmasked Estep 
Score: -21688286.000000 Penalty: 6008.275391
	Iteration 38Q: 3 clusters Score -2.168829e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 176870 members 
Entering Unmasked Estep 
Score: -21688298.000000 Penalty: 6008.275391
	Iteration 39Q: 3 clusters Score -2.16883e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 176951 members 
Entering Unmasked Estep 
Score: -21688330.000000 Penalty: 6008.275391
	Iteration 40F: 3 clusters Score -2.168833e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 177050 members 
Entering Unmasked Estep 
Score: -21688330.000000 Penalty: 6008.275391
	Iteration 41Q: 3 clusters Score -2.168833e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 177147 members 
Entering Unmasked Estep 
Score: -21688358.000000 Penalty: 6008.275391
	Iteration 42Q: 3 clusters Score -2.168836e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 177232 members 
Entering Unmasked Estep 
Score: -21688396.000000 Penalty: 6008.275391
	Iteration 43Q: 3 clusters Score -2.16884e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 177314 members 
Entering Unmasked Estep 
Score: -21688432.000000 Penalty: 6008.275391
	Iteration 44Q: 3 clusters Score -2.168843e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 177376 members 
Entering Unmasked Estep 
Score: -21688434.000000 Penalty: 6008.275391
	Iteration 45Q: 3 clusters Score -2.168843e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 177439 members 
Entering Unmasked Estep 
Score: -21688434.000000 Penalty: 6008.275391
	Iteration 46Q: 3 clusters Score -2.168843e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 177487 members 
Entering Unmasked Estep 
Score: -21688458.000000 Penalty: 6008.275391
	Iteration 47Q: 3 clusters Score -2.168846e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 177526 members 
Entering Unmasked Estep 
Score: -21688470.000000 Penalty: 6008.275391
	Iteration 48Q: 3 clusters Score -2.168847e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 177564 members 
Entering Unmasked Estep 
Score: -21688488.000000 Penalty: 6008.275391
	Iteration 49Q: 3 clusters Score -2.168849e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 177594 members 
Entering Unmasked Estep 
Score: -21688478.000000 Penalty: 6008.275391
	Iteration 50Q: 3 clusters Score -2.168848e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 177626 members 
Entering Unmasked Estep 
Score: -21688470.000000 Penalty: 6008.275391
	Iteration 51Q: 3 clusters Score -2.168847e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 177653 members 
Entering Unmasked Estep 
Score: -21688498.000000 Penalty: 6008.275391
	Iteration 52Q: 3 clusters Score -2.16885e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 177675 members 
Entering Unmasked Estep 
Score: -21688546.000000 Penalty: 6008.275391
	Iteration 53Q: 3 clusters Score -2.168855e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 177700 members 
Entering Unmasked Estep 
Score: -21688562.000000 Penalty: 6008.275391
	Iteration 54Q: 3 clusters Score -2.168856e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 177722 members 
Entering Unmasked Estep 
Score: -21688566.000000 Penalty: 6008.275391
	Iteration 55Q: 3 clusters Score -2.168857e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 177746 members 
Entering Unmasked Estep 
Score: -21688574.000000 Penalty: 6008.275391
	Iteration 56Q: 3 clusters Score -2.168857e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 177778 members 
Entering Unmasked Estep 
Score: -21688594.000000 Penalty: 6008.275391
	Iteration 57Q: 3 clusters Score -2.168859e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 177807 members 
Entering Unmasked Estep 
Score: -21688612.000000 Penalty: 6008.275391
	Iteration 58Q: 3 clusters Score -2.168861e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 177833 members 
Entering Unmasked Estep 
Score: -21688604.000000 Penalty: 6008.275391
	Iteration 59Q: 3 clusters Score -2.16886e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 177864 members 
Entering Unmasked Estep 
Score: -21688616.000000 Penalty: 6008.275391
	Iteration 60F: 3 clusters Score -2.168862e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 177891 members 
Entering Unmasked Estep 
Score: -21688630.000000 Penalty: 6008.275391
	Iteration 61Q: 3 clusters Score -2.168863e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 177916 members 
Entering Unmasked Estep 
Score: -21688620.000000 Penalty: 6008.275391
	Iteration 62Q: 3 clusters Score -2.168862e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 177939 members 
Entering Unmasked Estep 
Score: -21688644.000000 Penalty: 6008.275391
	Iteration 63Q: 3 clusters Score -2.168864e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 177960 members 
Entering Unmasked Estep 
Score: -21688652.000000 Penalty: 6008.275391
	Iteration 64Q: 3 clusters Score -2.168865e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 177981 members 
Entering Unmasked Estep 
Score: -21688654.000000 Penalty: 6008.275391
	Iteration 65Q: 3 clusters Score -2.168865e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 178001 members 
Entering Unmasked Estep 
Score: -21688642.000000 Penalty: 6008.275391
	Iteration 66Q: 3 clusters Score -2.168864e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 178026 members 
Entering Unmasked Estep 
Score: -21688666.000000 Penalty: 6008.275391
	Iteration 67Q: 3 clusters Score -2.168867e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 178045 members 
Entering Unmasked Estep 
Score: -21688670.000000 Penalty: 6008.275391
	Iteration 68Q: 3 clusters Score -2.168867e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 178065 members 
Entering Unmasked Estep 
Score: -21688664.000000 Penalty: 6008.275391
	Iteration 69Q: 3 clusters Score -2.168866e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 178084 members 
Entering Unmasked Estep 
Score: -21688660.000000 Penalty: 6008.275391
	Iteration 70Q: 3 clusters Score -2.168866e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 178100 members 
Entering Unmasked Estep 
Score: -21688686.000000 Penalty: 6008.275391
	Iteration 71Q: 3 clusters Score -2.168869e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 178122 members 
Entering Unmasked Estep 
Score: -21688670.000000 Penalty: 6008.275391
	Iteration 72Q: 3 clusters Score -2.168867e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 178147 members 
Entering Unmasked Estep 
Score: -21688640.000000 Penalty: 6008.275391
	Iteration 73Q: 3 clusters Score -2.168864e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 178164 members 
Entering Unmasked Estep 
Score: -21688624.000000 Penalty: 6008.275391
	Iteration 74Q: 3 clusters Score -2.168862e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 178174 members 
Entering Unmasked Estep 
Score: -21688618.000000 Penalty: 6008.275391
	Iteration 75Q: 3 clusters Score -2.168862e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 178195 members 
Entering Unmasked Estep 
Score: -21688632.000000 Penalty: 6008.275391
	Iteration 76Q: 3 clusters Score -2.168863e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 178206 members 
Entering Unmasked Estep 
Score: -21688618.000000 Penalty: 6008.275391
	Iteration 77Q: 3 clusters Score -2.168862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 178210 members 
Entering Unmasked Estep 
Score: -21688624.000000 Penalty: 6008.275391
	Iteration 78Q: 3 clusters Score -2.168862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 178212 members 
Entering Unmasked Estep 
Score: -21688610.000000 Penalty: 6008.275391
	Iteration 79Q: 3 clusters Score -2.168861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 178215 members 
Entering Unmasked Estep 
Score: -21688620.000000 Penalty: 6008.275391
	Iteration 80F: 3 clusters Score -2.168862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 178220 members 
Entering Unmasked Estep 
Score: -21688616.000000 Penalty: 6008.275391
	Iteration 81Q: 3 clusters Score -2.168862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 178225 members 
Entering Unmasked Estep 
Score: -21688626.000000 Penalty: 6008.275391
	Iteration 82Q: 3 clusters Score -2.168863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 178229 members 
Entering Unmasked Estep 
Score: -21688618.000000 Penalty: 6008.275391
	Iteration 83Q: 3 clusters Score -2.168862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 178232 members 
Entering Unmasked Estep 
Score: -21688620.000000 Penalty: 6008.275391
	Iteration 84Q: 3 clusters Score -2.168862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 178238 members 
Entering Unmasked Estep 
Score: -21688622.000000 Penalty: 6008.275391
	Iteration 85Q: 3 clusters Score -2.168862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 178240 members 
Entering Unmasked Estep 
Score: -21688622.000000 Penalty: 6008.275391
	Iteration 86Q: 3 clusters Score -2.168862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 178242 members 
Entering Unmasked Estep 
Score: -21688624.000000 Penalty: 6008.275391
	Iteration 87Q: 3 clusters Score -2.168862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 178242 members 
Entering Unmasked Estep 
Score: -21688626.000000 Penalty: 6008.275391
	Iteration 88Q: 3 clusters Score -2.168863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 178242 members 
Entering Unmasked Estep 
Score: -21688630.000000 Penalty: 6008.275391
	Iteration 89Q: 3 clusters Score -2.168863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 178242 members 
Entering Unmasked Estep 
Score: -21688630.000000 Penalty: 6008.275391
	Iteration 90F: 3 clusters Score -2.168863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Entering Unmasked Estep 
Score: -1932254.750000 Penalty: 2399.995850
	Iteration 0F: 2 clusters Score -1932255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1920743.500000 Penalty: 4799.991699
	Iteration 0F: 3 clusters Score -1920744 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1924448.250000 Penalty: 4799.991699
	Iteration 1F: 3 clusters Score -1924448 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1924870.000000 Penalty: 4799.991699
	Iteration 2F: 3 clusters Score -1924870 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1925247.875000 Penalty: 4799.991699
	Iteration 3F: 3 clusters Score -1925248 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1925655.125000 Penalty: 4799.991699
	Iteration 4Q: 3 clusters Score -1925655 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1926148.500000 Penalty: 4799.991699
	Iteration 5F: 3 clusters Score -1926148 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1926774.750000 Penalty: 4799.991699
	Iteration 6F: 3 clusters Score -1926775 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1927504.125000 Penalty: 4799.991699
	Iteration 7F: 3 clusters Score -1927504 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1928304.875000 Penalty: 4799.991699
	Iteration 8F: 3 clusters Score -1928305 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1928985.125000 Penalty: 4799.991699
	Iteration 9Q: 3 clusters Score -1928985 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1929532.375000 Penalty: 4799.991699
	Iteration 10Q: 3 clusters Score -1929532 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1929855.000000 Penalty: 4799.991699
	Iteration 11Q: 3 clusters Score -1929855 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1929997.625000 Penalty: 4799.991699
	Iteration 12Q: 3 clusters Score -1929998 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1930066.375000 Penalty: 4799.991699
	Iteration 13Q: 3 clusters Score -1930066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -1930109.750000 Penalty: 4799.991699
	Iteration 14Q: 3 clusters Score -1930110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1930136.500000 Penalty: 4799.991699
	Iteration 15Q: 3 clusters Score -1930136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -1930160.875000 Penalty: 4799.991699
	Iteration 16Q: 3 clusters Score -1930161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -1930183.375000 Penalty: 4799.991699
	Iteration 17Q: 3 clusters Score -1930183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -1930197.500000 Penalty: 4799.991699
	Iteration 18Q: 3 clusters Score -1930198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -1930213.625000 Penalty: 4799.991699
	Iteration 19Q: 3 clusters Score -1930214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -1930219.875000 Penalty: 4799.991699
	Iteration 20F: 3 clusters Score -1930220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -1930225.250000 Penalty: 4799.991699
	Iteration 21Q: 3 clusters Score -1930225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -1930225.250000 Penalty: 4799.991699
	Iteration 22F: 3 clusters Score -1930225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Entering Unmasked Estep 
Score: -1069932.875000 Penalty: 2255.542480
	Iteration 0F: 2 clusters Score -1069933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1062921.625000 Penalty: 4511.084961
	Iteration 0F: 3 clusters Score -1062922 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1064853.375000 Penalty: 4511.084961
	Iteration 1F: 3 clusters Score -1064853 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1065083.250000 Penalty: 4511.084961
	Iteration 2F: 3 clusters Score -1065083 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1065248.875000 Penalty: 4511.084961
	Iteration 3Q: 3 clusters Score -1065249 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1065371.000000 Penalty: 4511.084961
	Iteration 4Q: 3 clusters Score -1065371 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1065491.875000 Penalty: 4511.084961
	Iteration 5Q: 3 clusters Score -1065492 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1065604.625000 Penalty: 4511.084961
	Iteration 6Q: 3 clusters Score -1065605 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1065727.750000 Penalty: 4511.084961
	Iteration 7Q: 3 clusters Score -1065728 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1065868.750000 Penalty: 4511.084961
	Iteration 8Q: 3 clusters Score -1065869 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1066050.000000 Penalty: 4511.084961
	Iteration 9Q: 3 clusters Score -1066050 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1066273.500000 Penalty: 4511.084961
	Iteration 10Q: 3 clusters Score -1066274 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1066573.875000 Penalty: 4511.084961
	Iteration 11Q: 3 clusters Score -1066574 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1066916.750000 Penalty: 4511.084961
	Iteration 12Q: 3 clusters Score -1066917 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1067243.500000 Penalty: 4511.084961
	Iteration 13Q: 3 clusters Score -1067244 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1067535.750000 Penalty: 4511.084961
	Iteration 14Q: 3 clusters Score -1067536 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1067755.875000 Penalty: 4511.084961
	Iteration 15Q: 3 clusters Score -1067756 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1067899.500000 Penalty: 4511.084961
	Iteration 16Q: 3 clusters Score -1067900 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1067993.500000 Penalty: 4511.084961
	Iteration 17Q: 3 clusters Score -1067994 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1068063.375000 Penalty: 4511.084961
	Iteration 18Q: 3 clusters Score -1068063 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1068117.750000 Penalty: 4511.084961
	Iteration 19Q: 3 clusters Score -1068118 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1068152.000000 Penalty: 4511.084961
	Iteration 20F: 3 clusters Score -1068152 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1068175.375000 Penalty: 4511.084961
	Iteration 21Q: 3 clusters Score -1068175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1068189.250000 Penalty: 4511.084961
	Iteration 22Q: 3 clusters Score -1068189 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1068206.875000 Penalty: 4511.084961
	Iteration 23Q: 3 clusters Score -1068207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1068217.250000 Penalty: 4511.084961
	Iteration 24Q: 3 clusters Score -1068217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1068230.875000 Penalty: 4511.084961
	Iteration 25Q: 3 clusters Score -1068231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1068236.750000 Penalty: 4511.084961
	Iteration 26Q: 3 clusters Score -1068237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1068239.875000 Penalty: 4511.084961
	Iteration 27Q: 3 clusters Score -1068240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1068247.000000 Penalty: 4511.084961
	Iteration 28Q: 3 clusters Score -1068247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1068254.875000 Penalty: 4511.084961
	Iteration 29Q: 3 clusters Score -1068255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1068259.000000 Penalty: 4511.084961
	Iteration 30Q: 3 clusters Score -1068259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1068260.125000 Penalty: 4511.084961
	Iteration 31Q: 3 clusters Score -1068260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1068265.750000 Penalty: 4511.084961
	Iteration 32Q: 3 clusters Score -1068266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1068270.000000 Penalty: 4511.084961
	Iteration 33Q: 3 clusters Score -1068270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1068272.500000 Penalty: 4511.084961
	Iteration 34Q: 3 clusters Score -1068272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1068274.875000 Penalty: 4511.084961
	Iteration 35Q: 3 clusters Score -1068275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1068278.875000 Penalty: 4511.084961
	Iteration 36Q: 3 clusters Score -1068279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1068282.625000 Penalty: 4511.084961
	Iteration 37Q: 3 clusters Score -1068283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1068287.750000 Penalty: 4511.084961
	Iteration 38Q: 3 clusters Score -1068288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1068287.625000 Penalty: 4511.084961
	Iteration 39Q: 3 clusters Score -1068288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1068291.875000 Penalty: 4511.084961
	Iteration 40F: 3 clusters Score -1068292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1068292.375000 Penalty: 4511.084961
	Iteration 41Q: 3 clusters Score -1068292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1068293.000000 Penalty: 4511.084961
	Iteration 42Q: 3 clusters Score -1068293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1068297.000000 Penalty: 4511.084961
	Iteration 43Q: 3 clusters Score -1068297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1068297.750000 Penalty: 4511.084961
	Iteration 44Q: 3 clusters Score -1068298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1068298.000000 Penalty: 4511.084961
	Iteration 45Q: 3 clusters Score -1068298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1068297.250000 Penalty: 4511.084961
	Iteration 46Q: 3 clusters Score -1068297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1068297.250000 Penalty: 4511.084961
	Iteration 47F: 3 clusters Score -1068297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Entering Unmasked Estep 
Score: -4968729.500000 Penalty: 2634.765625
	Iteration 0F: 2 clusters Score -4968730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -4940938.000000 Penalty: 5269.531250
	Iteration 0F: 3 clusters Score -4940938 nChanged 18698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -4951011.500000 Penalty: 5269.531250
	Iteration 1F: 3 clusters Score -4951012 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -4951572.000000 Penalty: 5269.531250
	Iteration 2Q: 3 clusters Score -4951572 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -4952169.500000 Penalty: 5269.531250
	Iteration 3Q: 3 clusters Score -4952170 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -4952886.500000 Penalty: 5269.531250
	Iteration 4Q: 3 clusters Score -4952886 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -4953765.000000 Penalty: 5269.531250
	Iteration 5Q: 3 clusters Score -4953765 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -4954913.500000 Penalty: 5269.531250
	Iteration 6Q: 3 clusters Score -4954914 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -4956359.500000 Penalty: 5269.531250
	Iteration 7F: 3 clusters Score -4956360 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -4958049.000000 Penalty: 5269.531250
	Iteration 8F: 3 clusters Score -4958049 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -4959694.500000 Penalty: 5269.531250
	Iteration 9F: 3 clusters Score -4959694 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -4960916.500000 Penalty: 5269.531250
	Iteration 10F: 3 clusters Score -4960916 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -4961543.000000 Penalty: 5269.531250
	Iteration 11Q: 3 clusters Score -4961543 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -4961922.000000 Penalty: 5269.531250
	Iteration 12Q: 3 clusters Score -4961922 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4962116 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -4962221.500000 Penalty: 5269.531250
	Iteration 14Q: 3 clusters Score -4962222 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4962351 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4962405 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4962509 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4962584 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4962652 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4962722 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4962776 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4962848 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4962913 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4962991 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4963044 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4963103 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4963154 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4963223 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4963254 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4963297 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4963328 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4963390 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4963412 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4963459 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4963509 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4963546 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4963586 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4963615 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4963685 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -4963730.500000 Penalty: 5269.531250
	Iteration 40F: 3 clusters Score -4963730 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4963794 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4963818 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4963874 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4963902 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4963958 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -4964027.500000 Penalty: 5269.531250
	Iteration 46Q: 3 clusters Score -4964028 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4964095 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4964138 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -4964221.500000 Penalty: 5269.531250
	Iteration 49Q: 3 clusters Score -4964222 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4964287 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4964337 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4964396 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4964454 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4964538 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4964598 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4964668 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4964726 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4964776 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4964882 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4964983 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4965097 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4965216 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4965333 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4965392 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4965460 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4965557 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4965625 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4965690 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4965769 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4965833 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4965894 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -4965949.500000 Penalty: 5269.531250
	Iteration 72Q: 3 clusters Score -4965950 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -4966005.500000 Penalty: 5269.531250
	Iteration 73Q: 3 clusters Score -4966006 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4966069 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4966109.000000 Penalty: 5269.531250
	Iteration 75Q: 3 clusters Score -4966109 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4966155 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4966190 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4966231 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4966253.500000 Penalty: 5269.531250
	Iteration 79Q: 3 clusters Score -4966254 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4966281.500000 Penalty: 5269.531250
	Iteration 80F: 3 clusters Score -4966282 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4966295 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4966331.500000 Penalty: 5269.531250
	Iteration 82Q: 3 clusters Score -4966332 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4966351 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4966376 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4966393 nChanged 30
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Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4966408 nChanged 30
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Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4966410 nChanged 26
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Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4966426 nChanged 22
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Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4966426 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4966435 nChanged 22
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Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4966446 nChanged 18
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Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4966446 nChanged 15
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Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4966450 nChanged 15
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Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4966448 nChanged 9
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Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4966458 nChanged 9
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Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4966461 nChanged 17
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Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4966462 nChanged 11
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Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4966471 nChanged 12
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Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4966474 nChanged 12
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Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4966476 nChanged 13
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Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4966485 nChanged 13
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Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4966493 nChanged 11
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Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4966497 nChanged 5
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Mstep: Class 1 contains 39957 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4966500 nChanged 5
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	Iteration 105Q: 3 clusters Score -4966500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4966503.000000 Penalty: 5269.531250
	Iteration 106Q: 3 clusters Score -4966503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4966502.000000 Penalty: 5269.531250
	Iteration 107Q: 3 clusters Score -4966502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4966505.000000 Penalty: 5269.531250
	Iteration 108Q: 3 clusters Score -4966505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4966507.000000 Penalty: 5269.531250
	Iteration 109Q: 3 clusters Score -4966507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4966507.000000 Penalty: 5269.531250
	Iteration 110F: 3 clusters Score -4966507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Entering Unmasked Estep 
Score: -204073.421875 Penalty: 1847.763916
	Iteration 0F: 2 clusters Score -204073.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -201621.062500 Penalty: 3695.527832
	Iteration 0F: 3 clusters Score -201621.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -202026.859375 Penalty: 3695.527832
	Iteration 1F: 3 clusters Score -202026.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -202117.531250 Penalty: 3695.527832
	Iteration 2F: 3 clusters Score -202117.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -202170.671875 Penalty: 3695.527832
	Iteration 3Q: 3 clusters Score -202170.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -202212.968750 Penalty: 3695.527832
	Iteration 4Q: 3 clusters Score -202213 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -202245.078125 Penalty: 3695.527832
	Iteration 5Q: 3 clusters Score -202245.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -202270.218750 Penalty: 3695.527832
	Iteration 6Q: 3 clusters Score -202270.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -202289.703125 Penalty: 3695.527832
	Iteration 7Q: 3 clusters Score -202289.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -202304.421875 Penalty: 3695.527832
	Iteration 8Q: 3 clusters Score -202304.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -202314.781250 Penalty: 3695.527832
	Iteration 9Q: 3 clusters Score -202314.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -202323.875000 Penalty: 3695.527832
	Iteration 10Q: 3 clusters Score -202323.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -202331.203125 Penalty: 3695.527832
	Iteration 11Q: 3 clusters Score -202331.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -202333.828125 Penalty: 3695.527832
	Iteration 12Q: 3 clusters Score -202333.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -202334.531250 Penalty: 3695.527832
	Iteration 13Q: 3 clusters Score -202334.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -202337.421875 Penalty: 3695.527832
	Iteration 14Q: 3 clusters Score -202337.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -202338.937500 Penalty: 3695.527832
	Iteration 15Q: 3 clusters Score -202338.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -202339.953125 Penalty: 3695.527832
	Iteration 16Q: 3 clusters Score -202340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -202341.546875 Penalty: 3695.527832
	Iteration 17Q: 3 clusters Score -202341.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -202343.515625 Penalty: 3695.527832
	Iteration 18Q: 3 clusters Score -202343.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -202346.437500 Penalty: 3695.527832
	Iteration 19Q: 3 clusters Score -202346.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -202353.593750 Penalty: 3695.527832
	Iteration 20F: 3 clusters Score -202353.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -202361.640625 Penalty: 3695.527832
	Iteration 21Q: 3 clusters Score -202361.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -202368.218750 Penalty: 3695.527832
	Iteration 22Q: 3 clusters Score -202368.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -202371.250000 Penalty: 3695.527832
	Iteration 23Q: 3 clusters Score -202371.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -202373.640625 Penalty: 3695.527832
	Iteration 24Q: 3 clusters Score -202373.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -202375.890625 Penalty: 3695.527832
	Iteration 25Q: 3 clusters Score -202375.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -202379.562500 Penalty: 3695.527832
	Iteration 26Q: 3 clusters Score -202379.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -202385.640625 Penalty: 3695.527832
	Iteration 27Q: 3 clusters Score -202385.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -202387.375000 Penalty: 3695.527832
	Iteration 28Q: 3 clusters Score -202387.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -202388.468750 Penalty: 3695.527832
	Iteration 29Q: 3 clusters Score -202388.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -202389.546875 Penalty: 3695.527832
	Iteration 30Q: 3 clusters Score -202389.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -202389.984375 Penalty: 3695.527832
	Iteration 31Q: 3 clusters Score -202390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -202389.984375 Penalty: 3695.527832
	Iteration 32F: 3 clusters Score -202390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Entering Unmasked Estep 
Score: -471635.218750 Penalty: 2050.263672
	Iteration 0F: 2 clusters Score -471635.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -467904.375000 Penalty: 4100.527344
	Iteration 0F: 3 clusters Score -467904.4 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -468896.406250 Penalty: 4100.527344
	Iteration 1F: 3 clusters Score -468896.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -469233.500000 Penalty: 4100.527344
	Iteration 2F: 3 clusters Score -469233.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -469520.406250 Penalty: 4100.527344
	Iteration 3F: 3 clusters Score -469520.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -469761.406250 Penalty: 4100.527344
	Iteration 4F: 3 clusters Score -469761.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -470001.187500 Penalty: 4100.527344
	Iteration 5F: 3 clusters Score -470001.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -470174.062500 Penalty: 4100.527344
	Iteration 6F: 3 clusters Score -470174.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -470316.687500 Penalty: 4100.527344
	Iteration 7Q: 3 clusters Score -470316.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -470427.781250 Penalty: 4100.527344
	Iteration 8Q: 3 clusters Score -470427.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -470512.562500 Penalty: 4100.527344
	Iteration 9Q: 3 clusters Score -470512.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -470576.843750 Penalty: 4100.527344
	Iteration 10Q: 3 clusters Score -470576.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -470619.343750 Penalty: 4100.527344
	Iteration 11Q: 3 clusters Score -470619.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -470644.750000 Penalty: 4100.527344
	Iteration 12Q: 3 clusters Score -470644.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -470666.968750 Penalty: 4100.527344
	Iteration 13Q: 3 clusters Score -470667 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -470689.687500 Penalty: 4100.527344
	Iteration 14Q: 3 clusters Score -470689.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -470707.812500 Penalty: 4100.527344
	Iteration 15Q: 3 clusters Score -470707.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -470720.500000 Penalty: 4100.527344
	Iteration 16Q: 3 clusters Score -470720.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -470726.156250 Penalty: 4100.527344
	Iteration 17Q: 3 clusters Score -470726.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -470731.375000 Penalty: 4100.527344
	Iteration 18Q: 3 clusters Score -470731.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -470736.156250 Penalty: 4100.527344
	Iteration 19Q: 3 clusters Score -470736.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -470741.375000 Penalty: 4100.527344
	Iteration 20F: 3 clusters Score -470741.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -470750.687500 Penalty: 4100.527344
	Iteration 21Q: 3 clusters Score -470750.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -470752.531250 Penalty: 4100.527344
	Iteration 22Q: 3 clusters Score -470752.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -470755.281250 Penalty: 4100.527344
	Iteration 23Q: 3 clusters Score -470755.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -470757.750000 Penalty: 4100.527344
	Iteration 24Q: 3 clusters Score -470757.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -470757.750000 Penalty: 4100.527344
	Iteration 25F: 3 clusters Score -470757.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Entering Unmasked Estep 
Score: -3053964.000000 Penalty: 2512.285889
	Iteration 0F: 2 clusters Score -3053964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -3036495.000000 Penalty: 5024.571777
	Iteration 0F: 3 clusters Score -3036495 nChanged 11315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -3042706.250000 Penalty: 5024.571777
	Iteration 1F: 3 clusters Score -3042706 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -3043116.500000 Penalty: 5024.571777
	Iteration 2Q: 3 clusters Score -3043116 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -3043493.500000 Penalty: 5024.571777
	Iteration 3Q: 3 clusters Score -3043494 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -3043891.000000 Penalty: 5024.571777
	Iteration 4Q: 3 clusters Score -3043891 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -3044349.000000 Penalty: 5024.571777
	Iteration 5Q: 3 clusters Score -3044349 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -3044870.500000 Penalty: 5024.571777
	Iteration 6Q: 3 clusters Score -3044870 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -3045583.750000 Penalty: 5024.571777
	Iteration 7Q: 3 clusters Score -3045584 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -3046456.000000 Penalty: 5024.571777
	Iteration 8F: 3 clusters Score -3046456 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -3047492.750000 Penalty: 5024.571777
	Iteration 9F: 3 clusters Score -3047493 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -3048565.250000 Penalty: 5024.571777
	Iteration 10F: 3 clusters Score -3048565 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -3049586.000000 Penalty: 5024.571777
	Iteration 11Q: 3 clusters Score -3049586 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -3050362.750000 Penalty: 5024.571777
	Iteration 12Q: 3 clusters Score -3050363 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -3050817.250000 Penalty: 5024.571777
	Iteration 13Q: 3 clusters Score -3050817 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3051148.750000 Penalty: 5024.571777
	Iteration 14Q: 3 clusters Score -3051149 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -3051341.000000 Penalty: 5024.571777
	Iteration 15Q: 3 clusters Score -3051341 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -3051436.500000 Penalty: 5024.571777
	Iteration 16Q: 3 clusters Score -3051436 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -3051527.500000 Penalty: 5024.571777
	Iteration 17Q: 3 clusters Score -3051528 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -3051587.000000 Penalty: 5024.571777
	Iteration 18Q: 3 clusters Score -3051587 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -3051624.500000 Penalty: 5024.571777
	Iteration 19Q: 3 clusters Score -3051624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -3051663.250000 Penalty: 5024.571777
	Iteration 20F: 3 clusters Score -3051663 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -3051684.500000 Penalty: 5024.571777
	Iteration 21Q: 3 clusters Score -3051684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -3051714.500000 Penalty: 5024.571777
	Iteration 22Q: 3 clusters Score -3051714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -3051725.250000 Penalty: 5024.571777
	Iteration 23Q: 3 clusters Score -3051725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -3051736.000000 Penalty: 5024.571777
	Iteration 24Q: 3 clusters Score -3051736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3051746.500000 Penalty: 5024.571777
	Iteration 25Q: 3 clusters Score -3051746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -3051756.000000 Penalty: 5024.571777
	Iteration 26Q: 3 clusters Score -3051756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -3051764.000000 Penalty: 5024.571777
	Iteration 27Q: 3 clusters Score -3051764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -3051769.500000 Penalty: 5024.571777
	Iteration 28Q: 3 clusters Score -3051770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -3051771.000000 Penalty: 5024.571777
	Iteration 29Q: 3 clusters Score -3051771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -3051768.750000 Penalty: 5024.571777
	Iteration 30Q: 3 clusters Score -3051769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -3051772.500000 Penalty: 5024.571777
	Iteration 31Q: 3 clusters Score -3051772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -3051772.750000 Penalty: 5024.571777
	Iteration 32Q: 3 clusters Score -3051773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -3051772.750000 Penalty: 5024.571777
	Iteration 33F: 3 clusters Score -3051773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Entering Unmasked Estep 
Score: -241413.859375 Penalty: 1918.279053
	Iteration 0F: 2 clusters Score -241413.9 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 1140 members 
Entering Unmasked Estep 
Score: -238658.484375 Penalty: 3836.558105
	Iteration 0F: 3 clusters Score -238658.5 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -239944.968750 Penalty: 3836.558105
	Iteration 1F: 3 clusters Score -239945 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -241675.734375 Penalty: 3836.558105
	Iteration 2F: 3 clusters Score -241675.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -242851.593750 Penalty: 3836.558105
	Iteration 3F: 3 clusters Score -242851.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -243553.687500 Penalty: 3836.558105
	Iteration 4F: 3 clusters Score -243553.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -243760.390625 Penalty: 3836.558105
	Iteration 5Q: 3 clusters Score -243760.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -243924.234375 Penalty: 3836.558105
	Iteration 6Q: 3 clusters Score -243924.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -244136.437500 Penalty: 3836.558105
	Iteration 7Q: 3 clusters Score -244136.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -244341.578125 Penalty: 3836.558105
	Iteration 8Q: 3 clusters Score -244341.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -244361.562500 Penalty: 3836.558105
	Iteration 9Q: 3 clusters Score -244361.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -244362.703125 Penalty: 3836.558105
	Iteration 10Q: 3 clusters Score -244362.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -244362.703125 Penalty: 3836.558105
	Iteration 11F: 3 clusters Score -244362.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 182309 members 
Mstep: Class 3 contains 15953 members 
Mstep: Class 4 contains 8910 members 
Mstep: Class 5 contains 41112 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 3894 members 
Mstep: Class 8 contains 25089 members 
Mstep: Class 9 contains 1510 members 
Mstep: Class 10 contains 777 members 
Mstep: Class 11 contains 3574 members 
Mstep: Class 13 contains 17800 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 66399 members 
Mstep: Class 17 contains 221070 members 
Mstep: Class 19 contains 56828 members 
Mstep: Class 20 contains 5000 members 
Mstep: Class 21 contains 6471 members 
Mstep: Class 22 contains 6435 members 
Entering Unmasked Estep 
Score: -80026680.000000 Penalty: 66635.929688
Splitting cluster 9 changes total score from -80025408.000000 to -80026680.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 11 (3574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Entering Unmasked Estep 
Score: -428985.875000 Penalty: 2028.997192
	Iteration 0F: 2 clusters Score -428985.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -425321.750000 Penalty: 4057.994385
	Iteration 0F: 3 clusters Score -425321.8 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -426093.687500 Penalty: 4057.994385
	Iteration 1F: 3 clusters Score -426093.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -426261.687500 Penalty: 4057.994385
	Iteration 2F: 3 clusters Score -426261.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -426356.500000 Penalty: 4057.994385
	Iteration 3Q: 3 clusters Score -426356.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -426406.500000 Penalty: 4057.994385
	Iteration 4Q: 3 clusters Score -426406.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -426440.500000 Penalty: 4057.994385
	Iteration 5Q: 3 clusters Score -426440.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -426476.593750 Penalty: 4057.994385
	Iteration 6Q: 3 clusters Score -426476.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -426498.218750 Penalty: 4057.994385
	Iteration 7Q: 3 clusters Score -426498.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -426518.625000 Penalty: 4057.994385
	Iteration 8Q: 3 clusters Score -426518.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -426538.875000 Penalty: 4057.994385
	Iteration 9Q: 3 clusters Score -426538.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -426554.843750 Penalty: 4057.994385
	Iteration 10Q: 3 clusters Score -426554.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -426567.843750 Penalty: 4057.994385
	Iteration 11Q: 3 clusters Score -426567.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -426578.687500 Penalty: 4057.994385
	Iteration 12Q: 3 clusters Score -426578.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -426590.968750 Penalty: 4057.994385
	Iteration 13Q: 3 clusters Score -426591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -426598.187500 Penalty: 4057.994385
	Iteration 14Q: 3 clusters Score -426598.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -426603.218750 Penalty: 4057.994385
	Iteration 15Q: 3 clusters Score -426603.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -426607.406250 Penalty: 4057.994385
	Iteration 16Q: 3 clusters Score -426607.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -426613.156250 Penalty: 4057.994385
	Iteration 17Q: 3 clusters Score -426613.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -426618.500000 Penalty: 4057.994385
	Iteration 18Q: 3 clusters Score -426618.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -426621.593750 Penalty: 4057.994385
	Iteration 19Q: 3 clusters Score -426621.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -426624.406250 Penalty: 4057.994385
	Iteration 20F: 3 clusters Score -426624.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -426627.812500 Penalty: 4057.994385
	Iteration 21Q: 3 clusters Score -426627.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -426630.375000 Penalty: 4057.994385
	Iteration 22Q: 3 clusters Score -426630.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -426632.187500 Penalty: 4057.994385
	Iteration 23Q: 3 clusters Score -426632.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -426633.593750 Penalty: 4057.994385
	Iteration 24Q: 3 clusters Score -426633.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -426637.343750 Penalty: 4057.994385
	Iteration 25Q: 3 clusters Score -426637.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -426639.531250 Penalty: 4057.994385
	Iteration 26Q: 3 clusters Score -426639.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -426641.906250 Penalty: 4057.994385
	Iteration 27Q: 3 clusters Score -426641.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -426643.156250 Penalty: 4057.994385
	Iteration 28Q: 3 clusters Score -426643.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -426645.343750 Penalty: 4057.994385
	Iteration 29Q: 3 clusters Score -426645.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -426645.687500 Penalty: 4057.994385
	Iteration 30Q: 3 clusters Score -426645.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -426646.625000 Penalty: 4057.994385
	Iteration 31Q: 3 clusters Score -426646.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -426646.281250 Penalty: 4057.994385
	Iteration 32Q: 3 clusters Score -426646.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -426646.968750 Penalty: 4057.994385
	Iteration 33Q: 3 clusters Score -426647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -426647.218750 Penalty: 4057.994385
	Iteration 34Q: 3 clusters Score -426647.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -426648.281250 Penalty: 4057.994385
	Iteration 35Q: 3 clusters Score -426648.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -426650.093750 Penalty: 4057.994385
	Iteration 36Q: 3 clusters Score -426650.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -426651.062500 Penalty: 4057.994385
	Iteration 37Q: 3 clusters Score -426651.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -426651.062500 Penalty: 4057.994385
	Iteration 38Q: 3 clusters Score -426651.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -426651.437500 Penalty: 4057.994385
	Iteration 39Q: 3 clusters Score -426651.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -426651.531250 Penalty: 4057.994385
	Iteration 40F: 3 clusters Score -426651.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -426652.593750 Penalty: 4057.994385
	Iteration 41Q: 3 clusters Score -426652.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -426655.281250 Penalty: 4057.994385
	Iteration 42Q: 3 clusters Score -426655.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -426657.000000 Penalty: 4057.994385
	Iteration 43Q: 3 clusters Score -426657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -426657.062500 Penalty: 4057.994385
	Iteration 44Q: 3 clusters Score -426657.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -426658.468750 Penalty: 4057.994385
	Iteration 45Q: 3 clusters Score -426658.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -426660.812500 Penalty: 4057.994385
	Iteration 46Q: 3 clusters Score -426660.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -426662.593750 Penalty: 4057.994385
	Iteration 47Q: 3 clusters Score -426662.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -426663.312500 Penalty: 4057.994385
	Iteration 48Q: 3 clusters Score -426663.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -426663.312500 Penalty: 4057.994385
	Iteration 49F: 3 clusters Score -426663.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Entering Unmasked Estep 
Score: -2152805.500000 Penalty: 2427.164551
	Iteration 0F: 2 clusters Score -2152806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2140099.250000 Penalty: 4854.329102
	Iteration 0F: 3 clusters Score -2140099 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2144237.500000 Penalty: 4854.329102
	Iteration 1F: 3 clusters Score -2144238 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2144624.750000 Penalty: 4854.329102
	Iteration 2F: 3 clusters Score -2144625 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2144926.000000 Penalty: 4854.329102
	Iteration 3Q: 3 clusters Score -2144926 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2145176.000000 Penalty: 4854.329102
	Iteration 4Q: 3 clusters Score -2145176 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2145406.250000 Penalty: 4854.329102
	Iteration 5Q: 3 clusters Score -2145406 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2145659.250000 Penalty: 4854.329102
	Iteration 6Q: 3 clusters Score -2145659 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2145960.000000 Penalty: 4854.329102
	Iteration 7Q: 3 clusters Score -2145960 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2146367.250000 Penalty: 4854.329102
	Iteration 8Q: 3 clusters Score -2146367 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2146889.000000 Penalty: 4854.329102
	Iteration 9Q: 3 clusters Score -2146889 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2147511.250000 Penalty: 4854.329102
	Iteration 10F: 3 clusters Score -2147511 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2148230.500000 Penalty: 4854.329102
	Iteration 11F: 3 clusters Score -2148230 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2148957.250000 Penalty: 4854.329102
	Iteration 12F: 3 clusters Score -2148957 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2149581.000000 Penalty: 4854.329102
	Iteration 13Q: 3 clusters Score -2149581 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2150029.000000 Penalty: 4854.329102
	Iteration 14Q: 3 clusters Score -2150029 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2150281.000000 Penalty: 4854.329102
	Iteration 15Q: 3 clusters Score -2150281 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2150432.250000 Penalty: 4854.329102
	Iteration 16Q: 3 clusters Score -2150432 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2150519.750000 Penalty: 4854.329102
	Iteration 17Q: 3 clusters Score -2150520 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2150577.500000 Penalty: 4854.329102
	Iteration 18Q: 3 clusters Score -2150578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2150614.250000 Penalty: 4854.329102
	Iteration 19Q: 3 clusters Score -2150614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2150640.000000 Penalty: 4854.329102
	Iteration 20F: 3 clusters Score -2150640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2150660.750000 Penalty: 4854.329102
	Iteration 21Q: 3 clusters Score -2150661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2150678.250000 Penalty: 4854.329102
	Iteration 22Q: 3 clusters Score -2150678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2150696.000000 Penalty: 4854.329102
	Iteration 23Q: 3 clusters Score -2150696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2150706.000000 Penalty: 4854.329102
	Iteration 24Q: 3 clusters Score -2150706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2150713.500000 Penalty: 4854.329102
	Iteration 25Q: 3 clusters Score -2150714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2150718.750000 Penalty: 4854.329102
	Iteration 26Q: 3 clusters Score -2150719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2150721.250000 Penalty: 4854.329102
	Iteration 27Q: 3 clusters Score -2150721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2150722.500000 Penalty: 4854.329102
	Iteration 28Q: 3 clusters Score -2150722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2150725.000000 Penalty: 4854.329102
	Iteration 29Q: 3 clusters Score -2150725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2150727.500000 Penalty: 4854.329102
	Iteration 30Q: 3 clusters Score -2150728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2150732.250000 Penalty: 4854.329102
	Iteration 31Q: 3 clusters Score -2150732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2150732.000000 Penalty: 4854.329102
	Iteration 32Q: 3 clusters Score -2150732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2150734.000000 Penalty: 4854.329102
	Iteration 33Q: 3 clusters Score -2150734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2150734.000000 Penalty: 4854.329102
	Iteration 34F: 3 clusters Score -2150734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -35997.539062 Penalty: 1465.877563
	Iteration 0F: 2 clusters Score -35997.54 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 192 members 
Entering Unmasked Estep 
Score: -34705.472656 Penalty: 2931.755127
	Iteration 0F: 3 clusters Score -34705.47 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34853.511719 Penalty: 2931.755127
	Iteration 1F: 3 clusters Score -34853.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34916.019531 Penalty: 2931.755127
	Iteration 2Q: 3 clusters Score -34916.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34946.367188 Penalty: 2931.755127
	Iteration 3Q: 3 clusters Score -34946.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34949.914062 Penalty: 2931.755127
	Iteration 4Q: 3 clusters Score -34949.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34953.769531 Penalty: 2931.755127
	Iteration 5Q: 3 clusters Score -34953.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34953.769531 Penalty: 2931.755127
	Iteration 6F: 3 clusters Score -34953.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Entering Unmasked Estep 
Score: -265527.437500 Penalty: 1923.748657
	Iteration 0F: 2 clusters Score -265527.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -262646.500000 Penalty: 3847.497314
	Iteration 0F: 3 clusters Score -262646.5 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -263210.718750 Penalty: 3847.497314
	Iteration 1F: 3 clusters Score -263210.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -263444.718750 Penalty: 3847.497314
	Iteration 2F: 3 clusters Score -263444.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -263672.718750 Penalty: 3847.497314
	Iteration 3F: 3 clusters Score -263672.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -263918.781250 Penalty: 3847.497314
	Iteration 4F: 3 clusters Score -263918.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -264155.375000 Penalty: 3847.497314
	Iteration 5F: 3 clusters Score -264155.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -264372.062500 Penalty: 3847.497314
	Iteration 6F: 3 clusters Score -264372.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -264541.593750 Penalty: 3847.497314
	Iteration 7F: 3 clusters Score -264541.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -264661.187500 Penalty: 3847.497314
	Iteration 8Q: 3 clusters Score -264661.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -264739.281250 Penalty: 3847.497314
	Iteration 9Q: 3 clusters Score -264739.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -264789.031250 Penalty: 3847.497314
	Iteration 10Q: 3 clusters Score -264789 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -264823.031250 Penalty: 3847.497314
	Iteration 11Q: 3 clusters Score -264823 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -264852.437500 Penalty: 3847.497314
	Iteration 12Q: 3 clusters Score -264852.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -264883.500000 Penalty: 3847.497314
	Iteration 13Q: 3 clusters Score -264883.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -264911.593750 Penalty: 3847.497314
	Iteration 14Q: 3 clusters Score -264911.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -264929.125000 Penalty: 3847.497314
	Iteration 15Q: 3 clusters Score -264929.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -264947.031250 Penalty: 3847.497314
	Iteration 16Q: 3 clusters Score -264947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -264975.781250 Penalty: 3847.497314
	Iteration 17Q: 3 clusters Score -264975.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -265021.218750 Penalty: 3847.497314
	Iteration 18Q: 3 clusters Score -265021.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -265073.625000 Penalty: 3847.497314
	Iteration 19Q: 3 clusters Score -265073.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -265112.187500 Penalty: 3847.497314
	Iteration 20F: 3 clusters Score -265112.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -265138.625000 Penalty: 3847.497314
	Iteration 21Q: 3 clusters Score -265138.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -265150.406250 Penalty: 3847.497314
	Iteration 22Q: 3 clusters Score -265150.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -265160.812500 Penalty: 3847.497314
	Iteration 23Q: 3 clusters Score -265160.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -265167.968750 Penalty: 3847.497314
	Iteration 24Q: 3 clusters Score -265168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -265173.718750 Penalty: 3847.497314
	Iteration 25Q: 3 clusters Score -265173.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -265175.656250 Penalty: 3847.497314
	Iteration 26Q: 3 clusters Score -265175.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -265176.843750 Penalty: 3847.497314
	Iteration 27Q: 3 clusters Score -265176.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -265177.593750 Penalty: 3847.497314
	Iteration 28Q: 3 clusters Score -265177.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -265178.218750 Penalty: 3847.497314
	Iteration 29Q: 3 clusters Score -265178.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -265178.218750 Penalty: 3847.497314
	Iteration 30F: 3 clusters Score -265178.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (66399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66399 members 
Entering Unmasked Estep 
Score: -7981584.000000 Penalty: 2753.652588
	Iteration 0F: 2 clusters Score -7981584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -7936941.000000 Penalty: 5507.305176
	Iteration 0F: 3 clusters Score -7936941 nChanged 31054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -7954484.000000 Penalty: 5507.305176
	Iteration 1F: 3 clusters Score -7954484 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -7955472.500000 Penalty: 5507.305176
	Iteration 2Q: 3 clusters Score -7955472 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -7956833.000000 Penalty: 5507.305176
	Iteration 3Q: 3 clusters Score -7956833 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -7958812.000000 Penalty: 5507.305176
	Iteration 4F: 3 clusters Score -7958812 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -7961334.500000 Penalty: 5507.305176
	Iteration 5F: 3 clusters Score -7961334 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -7964459.500000 Penalty: 5507.305176
	Iteration 6F: 3 clusters Score -7964460 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -7967783.500000 Penalty: 5507.305176
	Iteration 7F: 3 clusters Score -7967784 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -7970773.000000 Penalty: 5507.305176
	Iteration 8F: 3 clusters Score -7970773 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -7972739.000000 Penalty: 5507.305176
	Iteration 9Q: 3 clusters Score -7972739 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -7973810.000000 Penalty: 5507.305176
	Iteration 10Q: 3 clusters Score -7973810 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -7974419.000000 Penalty: 5507.305176
	Iteration 11Q: 3 clusters Score -7974419 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -7974875.000000 Penalty: 5507.305176
	Iteration 12Q: 3 clusters Score -7974875 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -7975283.000000 Penalty: 5507.305176
	Iteration 13Q: 3 clusters Score -7975283 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -7975744.000000 Penalty: 5507.305176
	Iteration 14Q: 3 clusters Score -7975744 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -7976156.000000 Penalty: 5507.305176
	Iteration 15Q: 3 clusters Score -7976156 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
Score: -7976655.500000 Penalty: 5507.305176
	Iteration 16Q: 3 clusters Score -7976656 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 53734 members 
Entering Unmasked Estep 
Score: -7977192.500000 Penalty: 5507.305176
	Iteration 17Q: 3 clusters Score -7977192 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -7977655.500000 Penalty: 5507.305176
	Iteration 18Q: 3 clusters Score -7977656 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 55680 members 
Entering Unmasked Estep 
Score: -7978053.500000 Penalty: 5507.305176
	Iteration 19Q: 3 clusters Score -7978054 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 56532 members 
Entering Unmasked Estep 
Score: -7978494.500000 Penalty: 5507.305176
	Iteration 20F: 3 clusters Score -7978494 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 57308 members 
Entering Unmasked Estep 
Score: -7978918.000000 Penalty: 5507.305176
	Iteration 21Q: 3 clusters Score -7978918 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 58023 members 
Entering Unmasked Estep 
Score: -7979344.000000 Penalty: 5507.305176
	Iteration 22Q: 3 clusters Score -7979344 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 58628 members 
Entering Unmasked Estep 
Score: -7979684.000000 Penalty: 5507.305176
	Iteration 23Q: 3 clusters Score -7979684 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 59146 members 
Entering Unmasked Estep 
Score: -7980013.500000 Penalty: 5507.305176
	Iteration 24Q: 3 clusters Score -7980014 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 59570 members 
Entering Unmasked Estep 
Score: -7980310.500000 Penalty: 5507.305176
	Iteration 25Q: 3 clusters Score -7980310 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 59939 members 
Entering Unmasked Estep 
Score: -7980560.500000 Penalty: 5507.305176
	Iteration 26Q: 3 clusters Score -7980560 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 60241 members 
Entering Unmasked Estep 
Score: -7980678.500000 Penalty: 5507.305176
	Iteration 27Q: 3 clusters Score -7980678 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 60509 members 
Entering Unmasked Estep 
Score: -7980742.000000 Penalty: 5507.305176
	Iteration 28Q: 3 clusters Score -7980742 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 60718 members 
Entering Unmasked Estep 
Score: -7980808.000000 Penalty: 5507.305176
	Iteration 29Q: 3 clusters Score -7980808 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -7980832.500000 Penalty: 5507.305176
	Iteration 30Q: 3 clusters Score -7980832 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 60996 members 
Entering Unmasked Estep 
Score: -7980849.000000 Penalty: 5507.305176
	Iteration 31Q: 3 clusters Score -7980849 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 61093 members 
Entering Unmasked Estep 
Score: -7980854.500000 Penalty: 5507.305176
	Iteration 32Q: 3 clusters Score -7980854 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 61172 members 
Entering Unmasked Estep 
Score: -7980869.500000 Penalty: 5507.305176
	Iteration 33Q: 3 clusters Score -7980870 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 61234 members 
Entering Unmasked Estep 
Score: -7980866.500000 Penalty: 5507.305176
	Iteration 34Q: 3 clusters Score -7980866 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 61289 members 
Entering Unmasked Estep 
Score: -7980867.000000 Penalty: 5507.305176
	Iteration 35Q: 3 clusters Score -7980867 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 61335 members 
Entering Unmasked Estep 
Score: -7980864.500000 Penalty: 5507.305176
	Iteration 36Q: 3 clusters Score -7980864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 61369 members 
Entering Unmasked Estep 
Score: -7980857.000000 Penalty: 5507.305176
	Iteration 37Q: 3 clusters Score -7980857 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 61395 members 
Entering Unmasked Estep 
Score: -7980855.500000 Penalty: 5507.305176
	Iteration 38Q: 3 clusters Score -7980856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 61413 members 
Entering Unmasked Estep 
Score: -7980845.500000 Penalty: 5507.305176
	Iteration 39Q: 3 clusters Score -7980846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 61425 members 
Entering Unmasked Estep 
Score: -7980853.000000 Penalty: 5507.305176
	Iteration 40F: 3 clusters Score -7980853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 61434 members 
Entering Unmasked Estep 
Score: -7980856.500000 Penalty: 5507.305176
	Iteration 41Q: 3 clusters Score -7980856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 61442 members 
Entering Unmasked Estep 
Score: -7980854.000000 Penalty: 5507.305176
	Iteration 42Q: 3 clusters Score -7980854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -7980866.000000 Penalty: 5507.305176
	Iteration 43Q: 3 clusters Score -7980866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 61465 members 
Entering Unmasked Estep 
Score: -7980879.000000 Penalty: 5507.305176
	Iteration 44Q: 3 clusters Score -7980879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 61477 members 
Entering Unmasked Estep 
Score: -7980885.500000 Penalty: 5507.305176
	Iteration 45Q: 3 clusters Score -7980886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 61485 members 
Entering Unmasked Estep 
Score: -7980895.500000 Penalty: 5507.305176
	Iteration 46Q: 3 clusters Score -7980896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 61490 members 
Entering Unmasked Estep 
Score: -7980881.000000 Penalty: 5507.305176
	Iteration 47Q: 3 clusters Score -7980881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 61495 members 
Entering Unmasked Estep 
Score: -7980885.000000 Penalty: 5507.305176
	Iteration 48Q: 3 clusters Score -7980885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 61498 members 
Entering Unmasked Estep 
Score: -7980879.000000 Penalty: 5507.305176
	Iteration 49Q: 3 clusters Score -7980879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 61507 members 
Entering Unmasked Estep 
Score: -7980879.000000 Penalty: 5507.305176
	Iteration 50Q: 3 clusters Score -7980879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 61514 members 
Entering Unmasked Estep 
Score: -7980881.000000 Penalty: 5507.305176
	Iteration 51Q: 3 clusters Score -7980881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 61524 members 
Entering Unmasked Estep 
Score: -7980871.000000 Penalty: 5507.305176
	Iteration 52Q: 3 clusters Score -7980871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 61531 members 
Entering Unmasked Estep 
Score: -7980858.000000 Penalty: 5507.305176
	Iteration 53Q: 3 clusters Score -7980858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 61537 members 
Entering Unmasked Estep 
Score: -7980863.500000 Penalty: 5507.305176
	Iteration 54Q: 3 clusters Score -7980864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 61542 members 
Entering Unmasked Estep 
Score: -7980865.500000 Penalty: 5507.305176
	Iteration 55Q: 3 clusters Score -7980866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 61544 members 
Entering Unmasked Estep 
Score: -7980864.000000 Penalty: 5507.305176
	Iteration 56Q: 3 clusters Score -7980864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 61546 members 
Entering Unmasked Estep 
Score: -7980865.500000 Penalty: 5507.305176
	Iteration 57Q: 3 clusters Score -7980866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 61549 members 
Entering Unmasked Estep 
Score: -7980865.000000 Penalty: 5507.305176
	Iteration 58Q: 3 clusters Score -7980865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 61550 members 
Entering Unmasked Estep 
Score: -7980863.000000 Penalty: 5507.305176
	Iteration 59Q: 3 clusters Score -7980863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 61551 members 
Entering Unmasked Estep 
Score: -7980866.500000 Penalty: 5507.305176
	Iteration 60F: 3 clusters Score -7980866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 61553 members 
Entering Unmasked Estep 
Score: -7980867.500000 Penalty: 5507.305176
	Iteration 61Q: 3 clusters Score -7980868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 61556 members 
Entering Unmasked Estep 
Score: -7980855.000000 Penalty: 5507.305176
	Iteration 62Q: 3 clusters Score -7980855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 61558 members 
Entering Unmasked Estep 
Score: -7980859.500000 Penalty: 5507.305176
	Iteration 63Q: 3 clusters Score -7980860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 61560 members 
Entering Unmasked Estep 
Score: -7980855.500000 Penalty: 5507.305176
	Iteration 64Q: 3 clusters Score -7980856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 61562 members 
Entering Unmasked Estep 
Score: -7980857.000000 Penalty: 5507.305176
	Iteration 65Q: 3 clusters Score -7980857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 61563 members 
Entering Unmasked Estep 
Score: -7980863.500000 Penalty: 5507.305176
	Iteration 66Q: 3 clusters Score -7980864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 61565 members 
Entering Unmasked Estep 
Score: -7980865.500000 Penalty: 5507.305176
	Iteration 67Q: 3 clusters Score -7980866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 61567 members 
Entering Unmasked Estep 
Score: -7980863.000000 Penalty: 5507.305176
	Iteration 68Q: 3 clusters Score -7980863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 61569 members 
Entering Unmasked Estep 
Score: -7980859.500000 Penalty: 5507.305176
	Iteration 69Q: 3 clusters Score -7980860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 61570 members 
Entering Unmasked Estep 
Score: -7980862.500000 Penalty: 5507.305176
	Iteration 70Q: 3 clusters Score -7980862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 61570 members 
Entering Unmasked Estep 
Score: -7980862.500000 Penalty: 5507.305176
	Iteration 71F: 3 clusters Score -7980862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (221070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221070 members 
Entering Unmasked Estep 
Score: -26311602.000000 Penalty: 3051.946045
	Iteration 0F: 2 clusters Score -2.63116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110638 members 
Mstep: Class 2 contains 110432 members 
Entering Unmasked Estep 
Score: -26175808.000000 Penalty: 6103.892090
	Iteration 0F: 3 clusters Score -2.617581e+07 nChanged 106145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111327 members 
Mstep: Class 2 contains 109743 members 
Entering Unmasked Estep 
Score: -26238938.000000 Penalty: 6103.892090
	Iteration 1F: 3 clusters Score -2.623894e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111364 members 
Mstep: Class 2 contains 109706 members 
Entering Unmasked Estep 
Score: -26240782.000000 Penalty: 6103.892090
	Iteration 2Q: 3 clusters Score -2.624078e+07 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111402 members 
Mstep: Class 2 contains 109668 members 
Entering Unmasked Estep 
Score: -26243702.000000 Penalty: 6103.892090
	Iteration 3Q: 3 clusters Score -2.62437e+07 nChanged 10001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111685 members 
Mstep: Class 2 contains 109385 members 
Entering Unmasked Estep 
Score: -26248782.000000 Penalty: 6103.892090
	Iteration 4Q: 3 clusters Score -2.624878e+07 nChanged 12552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112273 members 
Mstep: Class 2 contains 108797 members 
Entering Unmasked Estep 
Score: -26256634.000000 Penalty: 6103.892090
	Iteration 5F: 3 clusters Score -2.625663e+07 nChanged 15408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113241 members 
Mstep: Class 2 contains 107829 members 
Entering Unmasked Estep 
Score: -26268350.000000 Penalty: 6103.892090
	Iteration 6F: 3 clusters Score -2.626835e+07 nChanged 17430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114047 members 
Mstep: Class 2 contains 107023 members 
Entering Unmasked Estep 
Score: -26282784.000000 Penalty: 6103.892090
	Iteration 7F: 3 clusters Score -2.628278e+07 nChanged 16208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113429 members 
Mstep: Class 2 contains 107641 members 
Entering Unmasked Estep 
Score: -26292900.000000 Penalty: 6103.892090
	Iteration 8F: 3 clusters Score -2.62929e+07 nChanged 11213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110882 members 
Mstep: Class 2 contains 110188 members 
Entering Unmasked Estep 
Score: -26296708.000000 Penalty: 6103.892090
	Iteration 9F: 3 clusters Score -2.629671e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107366 members 
Mstep: Class 2 contains 113704 members 
Entering Unmasked Estep 
Score: -26297992.000000 Penalty: 6103.892090
	Iteration 10Q: 3 clusters Score -2.629799e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103693 members 
Mstep: Class 2 contains 117377 members 
Entering Unmasked Estep 
Score: -26298654.000000 Penalty: 6103.892090
	Iteration 11Q: 3 clusters Score -2.629865e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99972 members 
Mstep: Class 2 contains 121098 members 
Entering Unmasked Estep 
Score: -26299000.000000 Penalty: 6103.892090
	Iteration 12Q: 3 clusters Score -2.6299e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96567 members 
Mstep: Class 2 contains 124503 members 
Entering Unmasked Estep 
Score: -26299288.000000 Penalty: 6103.892090
	Iteration 13Q: 3 clusters Score -2.629929e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93477 members 
Mstep: Class 2 contains 127593 members 
Entering Unmasked Estep 
Score: -26299250.000000 Penalty: 6103.892090
	Iteration 14Q: 3 clusters Score -2.629925e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90659 members 
Mstep: Class 2 contains 130411 members 
Entering Unmasked Estep 
Score: -26299564.000000 Penalty: 6103.892090
	Iteration 15Q: 3 clusters Score -2.629956e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87670 members 
Mstep: Class 2 contains 133400 members 
Entering Unmasked Estep 
Score: -26299752.000000 Penalty: 6103.892090
	Iteration 16Q: 3 clusters Score -2.629975e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84507 members 
Mstep: Class 2 contains 136563 members 
Entering Unmasked Estep 
Score: -26299728.000000 Penalty: 6103.892090
	Iteration 17Q: 3 clusters Score -2.629973e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81334 members 
Mstep: Class 2 contains 139736 members 
Entering Unmasked Estep 
Score: -26299504.000000 Penalty: 6103.892090
	Iteration 18Q: 3 clusters Score -2.62995e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77920 members 
Mstep: Class 2 contains 143150 members 
Entering Unmasked Estep 
Score: -26299522.000000 Penalty: 6103.892090
	Iteration 19Q: 3 clusters Score -2.629952e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74388 members 
Mstep: Class 2 contains 146682 members 
Entering Unmasked Estep 
Score: -26299482.000000 Penalty: 6103.892090
	Iteration 20F: 3 clusters Score -2.629948e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70970 members 
Mstep: Class 2 contains 150100 members 
Entering Unmasked Estep 
Score: -26299366.000000 Penalty: 6103.892090
	Iteration 21Q: 3 clusters Score -2.629937e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67573 members 
Mstep: Class 2 contains 153497 members 
Entering Unmasked Estep 
Score: -26299532.000000 Penalty: 6103.892090
	Iteration 22Q: 3 clusters Score -2.629953e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64158 members 
Mstep: Class 2 contains 156912 members 
Entering Unmasked Estep 
Score: -26299518.000000 Penalty: 6103.892090
	Iteration 23Q: 3 clusters Score -2.629952e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60747 members 
Mstep: Class 2 contains 160323 members 
Entering Unmasked Estep 
Score: -26299616.000000 Penalty: 6103.892090
	Iteration 24Q: 3 clusters Score -2.629962e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 163683 members 
Entering Unmasked Estep 
Score: -26299692.000000 Penalty: 6103.892090
	Iteration 25Q: 3 clusters Score -2.629969e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 166980 members 
Entering Unmasked Estep 
Score: -26299714.000000 Penalty: 6103.892090
	Iteration 26Q: 3 clusters Score -2.629971e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50624 members 
Mstep: Class 2 contains 170446 members 
Entering Unmasked Estep 
Score: -26299548.000000 Penalty: 6103.892090
	Iteration 27Q: 3 clusters Score -2.629955e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 174021 members 
Entering Unmasked Estep 
Score: -26299460.000000 Penalty: 6103.892090
	Iteration 28Q: 3 clusters Score -2.629946e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 177646 members 
Entering Unmasked Estep 
Score: -26299584.000000 Penalty: 6103.892090
	Iteration 29Q: 3 clusters Score -2.629958e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 181217 members 
Entering Unmasked Estep 
Score: -26299742.000000 Penalty: 6103.892090
	Iteration 30Q: 3 clusters Score -2.629974e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 184671 members 
Entering Unmasked Estep 
Score: -26299966.000000 Penalty: 6103.892090
	Iteration 31Q: 3 clusters Score -2.629997e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 188110 members 
Entering Unmasked Estep 
Score: -26300190.000000 Penalty: 6103.892090
	Iteration 32Q: 3 clusters Score -2.630019e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 191426 members 
Entering Unmasked Estep 
Score: -26302350.000000 Penalty: 6103.892090
	Iteration 33Q: 3 clusters Score -2.630235e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 194527 members 
Entering Unmasked Estep 
Score: -26304706.000000 Penalty: 6103.892090
	Iteration 34Q: 3 clusters Score -2.630471e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 197462 members 
Entering Unmasked Estep 
Score: -26306640.000000 Penalty: 6103.892090
	Iteration 35Q: 3 clusters Score -2.630664e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 200110 members 
Entering Unmasked Estep 
Score: -26308186.000000 Penalty: 6103.892090
	Iteration 36Q: 3 clusters Score -2.630819e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 202556 members 
Entering Unmasked Estep 
Score: -26309422.000000 Penalty: 6103.892090
	Iteration 37Q: 3 clusters Score -2.630942e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 204744 members 
Entering Unmasked Estep 
Score: -26310302.000000 Penalty: 6103.892090
	Iteration 38Q: 3 clusters Score -2.63103e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 206741 members 
Entering Unmasked Estep 
Score: -26311068.000000 Penalty: 6103.892090
	Iteration 39Q: 3 clusters Score -2.631107e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 208586 members 
Entering Unmasked Estep 
Score: -26311576.000000 Penalty: 6103.892090
	Iteration 40F: 3 clusters Score -2.631158e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 210147 members 
Entering Unmasked Estep 
Score: -26311856.000000 Penalty: 6103.892090
	Iteration 41Q: 3 clusters Score -2.631186e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 211529 members 
Entering Unmasked Estep 
Score: -26311936.000000 Penalty: 6103.892090
	Iteration 42Q: 3 clusters Score -2.631194e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 212718 members 
Entering Unmasked Estep 
Score: -26312080.000000 Penalty: 6103.892090
	Iteration 43Q: 3 clusters Score -2.631208e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 213728 members 
Entering Unmasked Estep 
Score: -26311944.000000 Penalty: 6103.892090
	Iteration 44Q: 3 clusters Score -2.631194e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 214585 members 
Entering Unmasked Estep 
Score: -26311810.000000 Penalty: 6103.892090
	Iteration 45Q: 3 clusters Score -2.631181e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 215304 members 
Entering Unmasked Estep 
Score: -26311740.000000 Penalty: 6103.892090
	Iteration 46Q: 3 clusters Score -2.631174e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 215905 members 
Entering Unmasked Estep 
Score: -26311736.000000 Penalty: 6103.892090
	Iteration 47Q: 3 clusters Score -2.631174e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 216421 members 
Entering Unmasked Estep 
Score: -26311642.000000 Penalty: 6103.892090
	Iteration 48Q: 3 clusters Score -2.631164e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 216872 members 
Entering Unmasked Estep 
Score: -26311486.000000 Penalty: 6103.892090
	Iteration 49Q: 3 clusters Score -2.631149e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 217250 members 
Entering Unmasked Estep 
Score: -26311388.000000 Penalty: 6103.892090
	Iteration 50Q: 3 clusters Score -2.631139e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 217574 members 
Entering Unmasked Estep 
Score: -26311264.000000 Penalty: 6103.892090
	Iteration 51Q: 3 clusters Score -2.631126e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 217850 members 
Entering Unmasked Estep 
Score: -26311132.000000 Penalty: 6103.892090
	Iteration 52Q: 3 clusters Score -2.631113e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 218095 members 
Entering Unmasked Estep 
Score: -26311066.000000 Penalty: 6103.892090
	Iteration 53Q: 3 clusters Score -2.631107e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 218304 members 
Entering Unmasked Estep 
Score: -26311034.000000 Penalty: 6103.892090
	Iteration 54Q: 3 clusters Score -2.631103e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 218464 members 
Entering Unmasked Estep 
Score: -26310974.000000 Penalty: 6103.892090
	Iteration 55Q: 3 clusters Score -2.631097e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 218593 members 
Entering Unmasked Estep 
Score: -26310886.000000 Penalty: 6103.892090
	Iteration 56Q: 3 clusters Score -2.631089e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 218720 members 
Entering Unmasked Estep 
Score: -26310846.000000 Penalty: 6103.892090
	Iteration 57Q: 3 clusters Score -2.631085e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 218828 members 
Entering Unmasked Estep 
Score: -26310836.000000 Penalty: 6103.892090
	Iteration 58Q: 3 clusters Score -2.631084e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 218915 members 
Entering Unmasked Estep 
Score: -26310782.000000 Penalty: 6103.892090
	Iteration 59Q: 3 clusters Score -2.631078e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 218999 members 
Entering Unmasked Estep 
Score: -26310730.000000 Penalty: 6103.892090
	Iteration 60F: 3 clusters Score -2.631073e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 219079 members 
Entering Unmasked Estep 
Score: -26310694.000000 Penalty: 6103.892090
	Iteration 61Q: 3 clusters Score -2.631069e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 219139 members 
Entering Unmasked Estep 
Score: -26310648.000000 Penalty: 6103.892090
	Iteration 62Q: 3 clusters Score -2.631065e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 219182 members 
Entering Unmasked Estep 
Score: -26310654.000000 Penalty: 6103.892090
	Iteration 63Q: 3 clusters Score -2.631065e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 219214 members 
Entering Unmasked Estep 
Score: -26310650.000000 Penalty: 6103.892090
	Iteration 64Q: 3 clusters Score -2.631065e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 219237 members 
Entering Unmasked Estep 
Score: -26310634.000000 Penalty: 6103.892090
	Iteration 65Q: 3 clusters Score -2.631063e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 219258 members 
Entering Unmasked Estep 
Score: -26310612.000000 Penalty: 6103.892090
	Iteration 66Q: 3 clusters Score -2.631061e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 219275 members 
Entering Unmasked Estep 
Score: -26310630.000000 Penalty: 6103.892090
	Iteration 67Q: 3 clusters Score -2.631063e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 219297 members 
Entering Unmasked Estep 
Score: -26310590.000000 Penalty: 6103.892090
	Iteration 68Q: 3 clusters Score -2.631059e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 219312 members 
Entering Unmasked Estep 
Score: -26310584.000000 Penalty: 6103.892090
	Iteration 69Q: 3 clusters Score -2.631058e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 219328 members 
Entering Unmasked Estep 
Score: -26310566.000000 Penalty: 6103.892090
	Iteration 70Q: 3 clusters Score -2.631057e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 219352 members 
Entering Unmasked Estep 
Score: -26310560.000000 Penalty: 6103.892090
	Iteration 71Q: 3 clusters Score -2.631056e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 219376 members 
Entering Unmasked Estep 
Score: -26310544.000000 Penalty: 6103.892090
	Iteration 72Q: 3 clusters Score -2.631054e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 219402 members 
Entering Unmasked Estep 
Score: -26310546.000000 Penalty: 6103.892090
	Iteration 73Q: 3 clusters Score -2.631055e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 219422 members 
Entering Unmasked Estep 
Score: -26310538.000000 Penalty: 6103.892090
	Iteration 74Q: 3 clusters Score -2.631054e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 219443 members 
Entering Unmasked Estep 
Score: -26310562.000000 Penalty: 6103.892090
	Iteration 75Q: 3 clusters Score -2.631056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 219455 members 
Entering Unmasked Estep 
Score: -26310556.000000 Penalty: 6103.892090
	Iteration 76Q: 3 clusters Score -2.631056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 219467 members 
Entering Unmasked Estep 
Score: -26310568.000000 Penalty: 6103.892090
	Iteration 77Q: 3 clusters Score -2.631057e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 219476 members 
Entering Unmasked Estep 
Score: -26310586.000000 Penalty: 6103.892090
	Iteration 78Q: 3 clusters Score -2.631059e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 219486 members 
Entering Unmasked Estep 
Score: -26310562.000000 Penalty: 6103.892090
	Iteration 79Q: 3 clusters Score -2.631056e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 219502 members 
Entering Unmasked Estep 
Score: -26310548.000000 Penalty: 6103.892090
	Iteration 80F: 3 clusters Score -2.631055e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 219516 members 
Entering Unmasked Estep 
Score: -26310506.000000 Penalty: 6103.892090
	Iteration 81Q: 3 clusters Score -2.631051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 219528 members 
Entering Unmasked Estep 
Score: -26310524.000000 Penalty: 6103.892090
	Iteration 82Q: 3 clusters Score -2.631052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 219534 members 
Entering Unmasked Estep 
Score: -26310520.000000 Penalty: 6103.892090
	Iteration 83Q: 3 clusters Score -2.631052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 219543 members 
Entering Unmasked Estep 
Score: -26310504.000000 Penalty: 6103.892090
	Iteration 84Q: 3 clusters Score -2.63105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 219550 members 
Entering Unmasked Estep 
Score: -26310524.000000 Penalty: 6103.892090
	Iteration 85Q: 3 clusters Score -2.631052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 219559 members 
Entering Unmasked Estep 
Score: -26310494.000000 Penalty: 6103.892090
	Iteration 86Q: 3 clusters Score -2.631049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 219569 members 
Entering Unmasked Estep 
Score: -26310482.000000 Penalty: 6103.892090
	Iteration 87Q: 3 clusters Score -2.631048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 219578 members 
Entering Unmasked Estep 
Score: -26310492.000000 Penalty: 6103.892090
	Iteration 88Q: 3 clusters Score -2.631049e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 219586 members 
Entering Unmasked Estep 
Score: -26310484.000000 Penalty: 6103.892090
	Iteration 89Q: 3 clusters Score -2.631048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 219588 members 
Entering Unmasked Estep 
Score: -26310478.000000 Penalty: 6103.892090
	Iteration 90Q: 3 clusters Score -2.631048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 219590 members 
Entering Unmasked Estep 
Score: -26310474.000000 Penalty: 6103.892090
	Iteration 91Q: 3 clusters Score -2.631047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 219592 members 
Entering Unmasked Estep 
Score: -26310480.000000 Penalty: 6103.892090
	Iteration 92Q: 3 clusters Score -2.631048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 219592 members 
Entering Unmasked Estep 
Score: -26310480.000000 Penalty: 6103.892090
	Iteration 93F: 3 clusters Score -2.631048e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (56828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Entering Unmasked Estep 
Score: -6667768.500000 Penalty: 2715.050537
	Iteration 0F: 2 clusters Score -6667768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -6629539.000000 Penalty: 5430.101074
	Iteration 0F: 3 clusters Score -6629539 nChanged 26367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -6644348.000000 Penalty: 5430.101074
	Iteration 1F: 3 clusters Score -6644348 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -6644935.000000 Penalty: 5430.101074
	Iteration 2Q: 3 clusters Score -6644935 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -6645506.500000 Penalty: 5430.101074
	Iteration 3Q: 3 clusters Score -6645506 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -6646052.000000 Penalty: 5430.101074
	Iteration 4Q: 3 clusters Score -6646052 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -6646623.500000 Penalty: 5430.101074
	Iteration 5Q: 3 clusters Score -6646624 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -6647357.000000 Penalty: 5430.101074
	Iteration 6Q: 3 clusters Score -6647357 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -6648091.000000 Penalty: 5430.101074
	Iteration 7Q: 3 clusters Score -6648091 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -6649062.500000 Penalty: 5430.101074
	Iteration 8Q: 3 clusters Score -6649062 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -6650244.500000 Penalty: 5430.101074
	Iteration 9Q: 3 clusters Score -6650244 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -6651972.500000 Penalty: 5430.101074
	Iteration 10F: 3 clusters Score -6651972 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -6654135.000000 Penalty: 5430.101074
	Iteration 11F: 3 clusters Score -6654135 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -6656820.500000 Penalty: 5430.101074
	Iteration 12F: 3 clusters Score -6656820 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -6659851.000000 Penalty: 5430.101074
	Iteration 13F: 3 clusters Score -6659851 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -6662584.000000 Penalty: 5430.101074
	Iteration 14Q: 3 clusters Score -6662584 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -6664206.000000 Penalty: 5430.101074
	Iteration 15Q: 3 clusters Score -6664206 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55784 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6664938.500000 Penalty: 5430.101074
	Iteration 16Q: 3 clusters Score -6664938 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56149 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6665243.000000 Penalty: 5430.101074
	Iteration 17Q: 3 clusters Score -6665243 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56304 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6665370.500000 Penalty: 5430.101074
	Iteration 18Q: 3 clusters Score -6665370 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6665427.000000 Penalty: 5430.101074
	Iteration 19Q: 3 clusters Score -6665427 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56390 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6665455.500000 Penalty: 5430.101074
	Iteration 20F: 3 clusters Score -6665456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6665474.500000 Penalty: 5430.101074
	Iteration 21Q: 3 clusters Score -6665474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6665489.000000 Penalty: 5430.101074
	Iteration 22Q: 3 clusters Score -6665489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6665495.000000 Penalty: 5430.101074
	Iteration 23Q: 3 clusters Score -6665495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56437 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6665500.000000 Penalty: 5430.101074
	Iteration 24Q: 3 clusters Score -6665500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56438 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6665502.000000 Penalty: 5430.101074
	Iteration 25Q: 3 clusters Score -6665502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56438 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6665509.000000 Penalty: 5430.101074
	Iteration 26Q: 3 clusters Score -6665509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56441 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6665510.500000 Penalty: 5430.101074
	Iteration 27Q: 3 clusters Score -6665510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56444 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6665510.500000 Penalty: 5430.101074
	Iteration 28Q: 3 clusters Score -6665510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6665510.000000 Penalty: 5430.101074
	Iteration 29Q: 3 clusters Score -6665510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56449 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6665523.000000 Penalty: 5430.101074
	Iteration 30Q: 3 clusters Score -6665523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6665518.500000 Penalty: 5430.101074
	Iteration 31Q: 3 clusters Score -6665518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56453 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6665515.500000 Penalty: 5430.101074
	Iteration 32Q: 3 clusters Score -6665516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56453 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6665517.500000 Penalty: 5430.101074
	Iteration 33Q: 3 clusters Score -6665518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56453 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6665524.000000 Penalty: 5430.101074
	Iteration 34Q: 3 clusters Score -6665524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56452 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6665523.000000 Penalty: 5430.101074
	Iteration 35Q: 3 clusters Score -6665523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56454 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6665523.500000 Penalty: 5430.101074
	Iteration 36Q: 3 clusters Score -6665524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6665529.500000 Penalty: 5430.101074
	Iteration 37Q: 3 clusters Score -6665530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56460 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6665536.000000 Penalty: 5430.101074
	Iteration 38Q: 3 clusters Score -6665536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6665528.000000 Penalty: 5430.101074
	Iteration 39Q: 3 clusters Score -6665528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6665533.000000 Penalty: 5430.101074
	Iteration 40F: 3 clusters Score -6665533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Entering Unmasked Estep 
Score: -600147.750000 Penalty: 2112.263916
	Iteration 0F: 2 clusters Score -600147.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -595562.375000 Penalty: 4224.527832
	Iteration 0F: 3 clusters Score -595562.4 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -596635.250000 Penalty: 4224.527832
	Iteration 1F: 3 clusters Score -596635.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -596835.375000 Penalty: 4224.527832
	Iteration 2F: 3 clusters Score -596835.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -596968.812500 Penalty: 4224.527832
	Iteration 3Q: 3 clusters Score -596968.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -597052.500000 Penalty: 4224.527832
	Iteration 4Q: 3 clusters Score -597052.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -597100.250000 Penalty: 4224.527832
	Iteration 5Q: 3 clusters Score -597100.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -597121.875000 Penalty: 4224.527832
	Iteration 6Q: 3 clusters Score -597121.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -597141.000000 Penalty: 4224.527832
	Iteration 7Q: 3 clusters Score -597141 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -597162.937500 Penalty: 4224.527832
	Iteration 8Q: 3 clusters Score -597162.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -597177.000000 Penalty: 4224.527832
	Iteration 9Q: 3 clusters Score -597177 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -597186.875000 Penalty: 4224.527832
	Iteration 10Q: 3 clusters Score -597186.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -597195.625000 Penalty: 4224.527832
	Iteration 11Q: 3 clusters Score -597195.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -597201.062500 Penalty: 4224.527832
	Iteration 12Q: 3 clusters Score -597201.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -597209.062500 Penalty: 4224.527832
	Iteration 13Q: 3 clusters Score -597209.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -597216.562500 Penalty: 4224.527832
	Iteration 14Q: 3 clusters Score -597216.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -597221.125000 Penalty: 4224.527832
	Iteration 15Q: 3 clusters Score -597221.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -597226.687500 Penalty: 4224.527832
	Iteration 16Q: 3 clusters Score -597226.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -597234.125000 Penalty: 4224.527832
	Iteration 17Q: 3 clusters Score -597234.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -597244.250000 Penalty: 4224.527832
	Iteration 18Q: 3 clusters Score -597244.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -597256.437500 Penalty: 4224.527832
	Iteration 19Q: 3 clusters Score -597256.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -597266.250000 Penalty: 4224.527832
	Iteration 20F: 3 clusters Score -597266.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -597275.437500 Penalty: 4224.527832
	Iteration 21Q: 3 clusters Score -597275.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -597288.187500 Penalty: 4224.527832
	Iteration 22Q: 3 clusters Score -597288.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -597295.750000 Penalty: 4224.527832
	Iteration 23Q: 3 clusters Score -597295.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -597305.125000 Penalty: 4224.527832
	Iteration 24Q: 3 clusters Score -597305.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -597315.187500 Penalty: 4224.527832
	Iteration 25Q: 3 clusters Score -597315.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -597321.750000 Penalty: 4224.527832
	Iteration 26Q: 3 clusters Score -597321.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -597328.062500 Penalty: 4224.527832
	Iteration 27Q: 3 clusters Score -597328.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -597331.062500 Penalty: 4224.527832
	Iteration 28Q: 3 clusters Score -597331.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -597334.812500 Penalty: 4224.527832
	Iteration 29Q: 3 clusters Score -597334.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -597336.375000 Penalty: 4224.527832
	Iteration 30Q: 3 clusters Score -597336.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -597337.875000 Penalty: 4224.527832
	Iteration 31Q: 3 clusters Score -597337.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -597339.062500 Penalty: 4224.527832
	Iteration 32Q: 3 clusters Score -597339.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -597340.250000 Penalty: 4224.527832
	Iteration 33Q: 3 clusters Score -597340.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -597342.437500 Penalty: 4224.527832
	Iteration 34Q: 3 clusters Score -597342.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -597343.750000 Penalty: 4224.527832
	Iteration 35Q: 3 clusters Score -597343.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -597344.875000 Penalty: 4224.527832
	Iteration 36Q: 3 clusters Score -597344.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -597346.125000 Penalty: 4224.527832
	Iteration 37Q: 3 clusters Score -597346.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -597347.812500 Penalty: 4224.527832
	Iteration 38Q: 3 clusters Score -597347.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -597347.687500 Penalty: 4224.527832
	Iteration 39Q: 3 clusters Score -597347.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -597347.500000 Penalty: 4224.527832
	Iteration 40F: 3 clusters Score -597347.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -597347.000000 Penalty: 4224.527832
	Iteration 41Q: 3 clusters Score -597347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -597347.562500 Penalty: 4224.527832
	Iteration 42Q: 3 clusters Score -597347.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -597350.062500 Penalty: 4224.527832
	Iteration 43Q: 3 clusters Score -597350.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -597350.125000 Penalty: 4224.527832
	Iteration 44Q: 3 clusters Score -597350.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -597349.875000 Penalty: 4224.527832
	Iteration 45Q: 3 clusters Score -597349.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -597349.875000 Penalty: 4224.527832
	Iteration 46F: 3 clusters Score -597349.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Entering Unmasked Estep 
Score: -742786.875000 Penalty: 2176.221191
	Iteration 0F: 2 clusters Score -742786.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -737289.750000 Penalty: 4352.442383
	Iteration 0F: 3 clusters Score -737289.8 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -738650.562500 Penalty: 4352.442383
	Iteration 1F: 3 clusters Score -738650.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -738949.500000 Penalty: 4352.442383
	Iteration 2F: 3 clusters Score -738949.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -739192.250000 Penalty: 4352.442383
	Iteration 3F: 3 clusters Score -739192.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -739401.562500 Penalty: 4352.442383
	Iteration 4Q: 3 clusters Score -739401.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -739593.500000 Penalty: 4352.442383
	Iteration 5Q: 3 clusters Score -739593.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -739744.875000 Penalty: 4352.442383
	Iteration 6Q: 3 clusters Score -739744.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -739907.437500 Penalty: 4352.442383
	Iteration 7Q: 3 clusters Score -739907.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -740077.625000 Penalty: 4352.442383
	Iteration 8Q: 3 clusters Score -740077.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -740238.750000 Penalty: 4352.442383
	Iteration 9Q: 3 clusters Score -740238.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -740434.250000 Penalty: 4352.442383
	Iteration 10Q: 3 clusters Score -740434.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -740648.375000 Penalty: 4352.442383
	Iteration 11Q: 3 clusters Score -740648.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -740846.562500 Penalty: 4352.442383
	Iteration 12Q: 3 clusters Score -740846.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -741041.500000 Penalty: 4352.442383
	Iteration 13Q: 3 clusters Score -741041.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -741174.437500 Penalty: 4352.442383
	Iteration 14Q: 3 clusters Score -741174.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -741269.500000 Penalty: 4352.442383
	Iteration 15Q: 3 clusters Score -741269.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -741350.375000 Penalty: 4352.442383
	Iteration 16Q: 3 clusters Score -741350.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -741426.375000 Penalty: 4352.442383
	Iteration 17Q: 3 clusters Score -741426.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -741470.312500 Penalty: 4352.442383
	Iteration 18Q: 3 clusters Score -741470.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -741511.562500 Penalty: 4352.442383
	Iteration 19Q: 3 clusters Score -741511.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -741539.750000 Penalty: 4352.442383
	Iteration 20F: 3 clusters Score -741539.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -741554.562500 Penalty: 4352.442383
	Iteration 21Q: 3 clusters Score -741554.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -741564.250000 Penalty: 4352.442383
	Iteration 22Q: 3 clusters Score -741564.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -741575.312500 Penalty: 4352.442383
	Iteration 23Q: 3 clusters Score -741575.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -741585.562500 Penalty: 4352.442383
	Iteration 24Q: 3 clusters Score -741585.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -741592.812500 Penalty: 4352.442383
	Iteration 25Q: 3 clusters Score -741592.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -741600.812500 Penalty: 4352.442383
	Iteration 26Q: 3 clusters Score -741600.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -741601.625000 Penalty: 4352.442383
	Iteration 27Q: 3 clusters Score -741601.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -741605.562500 Penalty: 4352.442383
	Iteration 28Q: 3 clusters Score -741605.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -741606.437500 Penalty: 4352.442383
	Iteration 29Q: 3 clusters Score -741606.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -741608.000000 Penalty: 4352.442383
	Iteration 30Q: 3 clusters Score -741608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -741611.625000 Penalty: 4352.442383
	Iteration 31Q: 3 clusters Score -741611.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -741614.062500 Penalty: 4352.442383
	Iteration 32Q: 3 clusters Score -741614.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -741616.500000 Penalty: 4352.442383
	Iteration 33Q: 3 clusters Score -741616.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -741618.312500 Penalty: 4352.442383
	Iteration 34Q: 3 clusters Score -741618.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -741617.750000 Penalty: 4352.442383
	Iteration 35Q: 3 clusters Score -741617.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -741620.937500 Penalty: 4352.442383
	Iteration 36Q: 3 clusters Score -741620.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -741620.437500 Penalty: 4352.442383
	Iteration 37Q: 3 clusters Score -741620.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -741622.500000 Penalty: 4352.442383
	Iteration 38Q: 3 clusters Score -741622.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -741623.062500 Penalty: 4352.442383
	Iteration 39Q: 3 clusters Score -741623.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -741623.062500 Penalty: 4352.442383
	Iteration 40F: 3 clusters Score -741623.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Entering Unmasked Estep 
Score: -720238.250000 Penalty: 2174.837891
	Iteration 0F: 2 clusters Score -720238.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -714987.687500 Penalty: 4349.675781
	Iteration 0F: 3 clusters Score -714987.7 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -716781.312500 Penalty: 4349.675781
	Iteration 1F: 3 clusters Score -716781.3 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -717263.937500 Penalty: 4349.675781
	Iteration 2F: 3 clusters Score -717263.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -717638.250000 Penalty: 4349.675781
	Iteration 3F: 3 clusters Score -717638.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -717960.500000 Penalty: 4349.675781
	Iteration 4F: 3 clusters Score -717960.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -718225.000000 Penalty: 4349.675781
	Iteration 5F: 3 clusters Score -718225 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -718451.562500 Penalty: 4349.675781
	Iteration 6Q: 3 clusters Score -718451.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -718681.687500 Penalty: 4349.675781
	Iteration 7Q: 3 clusters Score -718681.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -718932.875000 Penalty: 4349.675781
	Iteration 8Q: 3 clusters Score -718932.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -719211.125000 Penalty: 4349.675781
	Iteration 9Q: 3 clusters Score -719211.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -719470.500000 Penalty: 4349.675781
	Iteration 10Q: 3 clusters Score -719470.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -719670.437500 Penalty: 4349.675781
	Iteration 11Q: 3 clusters Score -719670.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -719816.812500 Penalty: 4349.675781
	Iteration 12Q: 3 clusters Score -719816.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -719906.375000 Penalty: 4349.675781
	Iteration 13Q: 3 clusters Score -719906.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -719977.312500 Penalty: 4349.675781
	Iteration 14Q: 3 clusters Score -719977.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -720038.875000 Penalty: 4349.675781
	Iteration 15Q: 3 clusters Score -720038.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -720081.437500 Penalty: 4349.675781
	Iteration 16Q: 3 clusters Score -720081.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -720112.562500 Penalty: 4349.675781
	Iteration 17Q: 3 clusters Score -720112.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -720134.500000 Penalty: 4349.675781
	Iteration 18Q: 3 clusters Score -720134.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -720155.125000 Penalty: 4349.675781
	Iteration 19Q: 3 clusters Score -720155.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -720164.875000 Penalty: 4349.675781
	Iteration 20F: 3 clusters Score -720164.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -720172.625000 Penalty: 4349.675781
	Iteration 21Q: 3 clusters Score -720172.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -720177.250000 Penalty: 4349.675781
	Iteration 22Q: 3 clusters Score -720177.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -720179.375000 Penalty: 4349.675781
	Iteration 23Q: 3 clusters Score -720179.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -720182.625000 Penalty: 4349.675781
	Iteration 24Q: 3 clusters Score -720182.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -720183.937500 Penalty: 4349.675781
	Iteration 25Q: 3 clusters Score -720183.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -720183.437500 Penalty: 4349.675781
	Iteration 26Q: 3 clusters Score -720183.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -720183.437500 Penalty: 4349.675781
	Iteration 27F: 3 clusters Score -720183.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 182309 members 
Mstep: Class 3 contains 15953 members 
Mstep: Class 4 contains 8910 members 
Mstep: Class 5 contains 41112 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 3894 members 
Mstep: Class 8 contains 25089 members 
Mstep: Class 9 contains 1510 members 
Mstep: Class 11 contains 3574 members 
Mstep: Class 13 contains 17800 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 66399 members 
Mstep: Class 17 contains 221070 members 
Mstep: Class 19 contains 56828 members 
Mstep: Class 20 contains 5000 members 
Mstep: Class 21 contains 6471 members 
Mstep: Class 22 contains 6435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026728.000000 Penalty: 66635.929688
Iteration 79Q: 21 clusters Score -8.002673e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 182250 members 
Mstep: Class 3 contains 15958 members 
Mstep: Class 4 contains 8934 members 
Mstep: Class 5 contains 41105 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 3907 members 
Mstep: Class 8 contains 25096 members 
Mstep: Class 9 contains 1522 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3569 members 
Mstep: Class 13 contains 17802 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 66417 members 
Mstep: Class 17 contains 221122 members 
Mstep: Class 19 contains 56787 members 
Mstep: Class 20 contains 4998 members 
Mstep: Class 21 contains 6465 members 
Mstep: Class 22 contains 6420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026624.000000 Penalty: 66635.929688
Iteration 80F: 21 clusters Score -8.002662e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 182190 members 
Mstep: Class 3 contains 15960 members 
Mstep: Class 4 contains 8963 members 
Mstep: Class 5 contains 41092 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 3915 members 
Mstep: Class 8 contains 25105 members 
Mstep: Class 9 contains 1522 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 3564 members 
Mstep: Class 13 contains 17803 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 66451 members 
Mstep: Class 17 contains 221147 members 
Mstep: Class 19 contains 56768 members 
Mstep: Class 20 contains 4996 members 
Mstep: Class 21 contains 6451 members 
Mstep: Class 22 contains 6414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026728.000000 Penalty: 66635.929688
Iteration 81Q: 21 clusters Score -8.002673e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 182072 members 
Mstep: Class 3 contains 15966 members 
Mstep: Class 4 contains 8989 members 
Mstep: Class 5 contains 41082 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 3922 members 
Mstep: Class 8 contains 25110 members 
Mstep: Class 9 contains 1522 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 3558 members 
Mstep: Class 13 contains 17806 members 
Mstep: Class 14 contains 331 members 
Mstep: Class 15 contains 2336 members 
Mstep: Class 16 contains 66495 members 
Mstep: Class 17 contains 221240 members 
Mstep: Class 19 contains 56729 members 
Mstep: Class 20 contains 4995 members 
Mstep: Class 21 contains 6443 members 
Mstep: Class 22 contains 6411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026560.000000 Penalty: 66635.929688
Iteration 82Q: 21 clusters Score -8.002656e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 181987 members 
Mstep: Class 3 contains 15968 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 41072 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 25114 members 
Mstep: Class 9 contains 1521 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 3554 members 
Mstep: Class 13 contains 17816 members 
Mstep: Class 14 contains 328 members 
Mstep: Class 15 contains 2333 members 
Mstep: Class 16 contains 66538 members 
Mstep: Class 17 contains 221291 members 
Mstep: Class 19 contains 56702 members 
Mstep: Class 20 contains 4992 members 
Mstep: Class 21 contains 6431 members 
Mstep: Class 22 contains 6409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026392.000000 Penalty: 66635.929688
Iteration 83Q: 21 clusters Score -8.002639e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 181919 members 
Mstep: Class 3 contains 15973 members 
Mstep: Class 4 contains 9031 members 
Mstep: Class 5 contains 41070 members 
Mstep: Class 6 contains 1719 members 
Mstep: Class 7 contains 3941 members 
Mstep: Class 8 contains 25121 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 837 members 
Mstep: Class 11 contains 3550 members 
Mstep: Class 13 contains 17828 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2332 members 
Mstep: Class 16 contains 66562 members 
Mstep: Class 17 contains 221335 members 
Mstep: Class 19 contains 56676 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 6419 members 
Mstep: Class 22 contains 6402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026448.000000 Penalty: 66635.929688
Iteration 84Q: 21 clusters Score -8.002645e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 181887 members 
Mstep: Class 3 contains 15974 members 
Mstep: Class 4 contains 9040 members 
Mstep: Class 5 contains 41070 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 3953 members 
Mstep: Class 8 contains 25134 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3550 members 
Mstep: Class 13 contains 17831 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2331 members 
Mstep: Class 16 contains 66586 members 
Mstep: Class 17 contains 221362 members 
Mstep: Class 19 contains 56644 members 
Mstep: Class 20 contains 4982 members 
Mstep: Class 21 contains 6402 members 
Mstep: Class 22 contains 6395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026320.000000 Penalty: 66635.929688
Iteration 85Q: 21 clusters Score -8.002632e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 181839 members 
Mstep: Class 3 contains 15976 members 
Mstep: Class 4 contains 9053 members 
Mstep: Class 5 contains 41072 members 
Mstep: Class 6 contains 1719 members 
Mstep: Class 7 contains 3969 members 
Mstep: Class 8 contains 25141 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3549 members 
Mstep: Class 13 contains 17827 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2329 members 
Mstep: Class 16 contains 66608 members 
Mstep: Class 17 contains 221402 members 
Mstep: Class 19 contains 56609 members 
Mstep: Class 20 contains 4970 members 
Mstep: Class 21 contains 6390 members 
Mstep: Class 22 contains 6391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026288.000000 Penalty: 66635.929688
Iteration 86Q: 21 clusters Score -8.002629e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 181777 members 
Mstep: Class 3 contains 15977 members 
Mstep: Class 4 contains 9072 members 
Mstep: Class 5 contains 41070 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 3982 members 
Mstep: Class 8 contains 25145 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3548 members 
Mstep: Class 13 contains 17822 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2328 members 
Mstep: Class 16 contains 66630 members 
Mstep: Class 17 contains 221452 members 
Mstep: Class 19 contains 56583 members 
Mstep: Class 20 contains 4955 members 
Mstep: Class 21 contains 6376 members 
Mstep: Class 22 contains 6390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026008.000000 Penalty: 66635.929688
Iteration 87Q: 21 clusters Score -8.002601e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 181716 members 
Mstep: Class 3 contains 15975 members 
Mstep: Class 4 contains 9092 members 
Mstep: Class 5 contains 41078 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 4004 members 
Mstep: Class 8 contains 25158 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3546 members 
Mstep: Class 13 contains 17821 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2328 members 
Mstep: Class 16 contains 66654 members 
Mstep: Class 17 contains 221479 members 
Mstep: Class 19 contains 56556 members 
Mstep: Class 20 contains 4932 members 
Mstep: Class 21 contains 6362 members 
Mstep: Class 22 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026000.000000 Penalty: 66635.929688
Iteration 88Q: 21 clusters Score -8.0026e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 181624 members 
Mstep: Class 3 contains 15975 members 
Mstep: Class 4 contains 9114 members 
Mstep: Class 5 contains 41083 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 4016 members 
Mstep: Class 8 contains 25170 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3546 members 
Mstep: Class 13 contains 17823 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2327 members 
Mstep: Class 16 contains 66681 members 
Mstep: Class 17 contains 221531 members 
Mstep: Class 19 contains 56535 members 
Mstep: Class 20 contains 4904 members 
Mstep: Class 21 contains 6349 members 
Mstep: Class 22 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025992.000000 Penalty: 66635.929688
Iteration 89Q: 21 clusters Score -8.002599e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 181539 members 
Mstep: Class 3 contains 15975 members 
Mstep: Class 4 contains 9127 members 
Mstep: Class 5 contains 41089 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 25179 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3543 members 
Mstep: Class 13 contains 17818 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2328 members 
Mstep: Class 16 contains 66709 members 
Mstep: Class 17 contains 221575 members 
Mstep: Class 19 contains 56526 members 
Mstep: Class 20 contains 4877 members 
Mstep: Class 21 contains 6338 members 
Mstep: Class 22 contains 6379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025768.000000 Penalty: 66635.929688
Iteration 90Q: 21 clusters Score -8.002577e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 181460 members 
Mstep: Class 3 contains 15970 members 
Mstep: Class 4 contains 9141 members 
Mstep: Class 5 contains 41094 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 4042 members 
Mstep: Class 8 contains 25184 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3541 members 
Mstep: Class 13 contains 17812 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2326 members 
Mstep: Class 16 contains 66737 members 
Mstep: Class 17 contains 221634 members 
Mstep: Class 19 contains 56503 members 
Mstep: Class 20 contains 4850 members 
Mstep: Class 21 contains 6335 members 
Mstep: Class 22 contains 6374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025592.000000 Penalty: 66635.929688
Iteration 91Q: 21 clusters Score -8.002559e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 181429 members 
Mstep: Class 3 contains 15967 members 
Mstep: Class 4 contains 9156 members 
Mstep: Class 5 contains 41112 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 4053 members 
Mstep: Class 8 contains 25193 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3541 members 
Mstep: Class 13 contains 17814 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 66760 members 
Mstep: Class 17 contains 221614 members 
Mstep: Class 19 contains 56483 members 
Mstep: Class 20 contains 4825 members 
Mstep: Class 21 contains 6332 members 
Mstep: Class 22 contains 6372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025800.000000 Penalty: 66635.929688
Iteration 92Q: 21 clusters Score -8.00258e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 181331 members 
Mstep: Class 3 contains 15960 members 
Mstep: Class 4 contains 9178 members 
Mstep: Class 5 contains 41123 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 4060 members 
Mstep: Class 8 contains 25191 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3541 members 
Mstep: Class 13 contains 17824 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 66783 members 
Mstep: Class 17 contains 221686 members 
Mstep: Class 19 contains 56457 members 
Mstep: Class 20 contains 4798 members 
Mstep: Class 21 contains 6327 members 
Mstep: Class 22 contains 6368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025736.000000 Penalty: 66635.929688
Iteration 93Q: 21 clusters Score -8.002574e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 181238 members 
Mstep: Class 3 contains 15956 members 
Mstep: Class 4 contains 9196 members 
Mstep: Class 5 contains 41136 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 4067 members 
Mstep: Class 8 contains 25192 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3540 members 
Mstep: Class 13 contains 17825 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2323 members 
Mstep: Class 16 contains 66798 members 
Mstep: Class 17 contains 221762 members 
Mstep: Class 19 contains 56426 members 
Mstep: Class 20 contains 4771 members 
Mstep: Class 21 contains 6322 members 
Mstep: Class 22 contains 6369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025624.000000 Penalty: 66635.929688
Iteration 94Q: 21 clusters Score -8.002562e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 181161 members 
Mstep: Class 3 contains 15955 members 
Mstep: Class 4 contains 9220 members 
Mstep: Class 5 contains 41155 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 4073 members 
Mstep: Class 8 contains 25198 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3541 members 
Mstep: Class 13 contains 17825 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2321 members 
Mstep: Class 16 contains 66822 members 
Mstep: Class 17 contains 221793 members 
Mstep: Class 19 contains 56401 members 
Mstep: Class 20 contains 4722 members 
Mstep: Class 21 contains 6315 members 
Mstep: Class 22 contains 6369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025544.000000 Penalty: 66635.929688
Iteration 95Q: 21 clusters Score -8.002554e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 181103 members 
Mstep: Class 3 contains 15955 members 
Mstep: Class 4 contains 9237 members 
Mstep: Class 5 contains 41162 members 
Mstep: Class 6 contains 1719 members 
Mstep: Class 7 contains 4075 members 
Mstep: Class 8 contains 25204 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3543 members 
Mstep: Class 13 contains 17826 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2326 members 
Mstep: Class 16 contains 66861 members 
Mstep: Class 17 contains 221809 members 
Mstep: Class 19 contains 56379 members 
Mstep: Class 20 contains 4677 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 6367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025680.000000 Penalty: 66635.929688
Iteration 96Q: 21 clusters Score -8.002568e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 181006 members 
Mstep: Class 3 contains 15952 members 
Mstep: Class 4 contains 9242 members 
Mstep: Class 5 contains 41171 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 4080 members 
Mstep: Class 8 contains 25213 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3544 members 
Mstep: Class 13 contains 17826 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 66897 members 
Mstep: Class 17 contains 221856 members 
Mstep: Class 19 contains 56368 members 
Mstep: Class 20 contains 4638 members 
Mstep: Class 21 contains 6309 members 
Mstep: Class 22 contains 6367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025768.000000 Penalty: 66635.929688
Iteration 97Q: 21 clusters Score -8.002577e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 180952 members 
Mstep: Class 3 contains 15948 members 
Mstep: Class 4 contains 9248 members 
Mstep: Class 5 contains 41187 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 25220 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 13 contains 17830 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 66918 members 
Mstep: Class 17 contains 221860 members 
Mstep: Class 19 contains 56360 members 
Mstep: Class 20 contains 4606 members 
Mstep: Class 21 contains 6306 members 
Mstep: Class 22 contains 6369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025792.000000 Penalty: 66635.929688
Iteration 98Q: 21 clusters Score -8.002579e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 180888 members 
Mstep: Class 3 contains 15950 members 
Mstep: Class 4 contains 9251 members 
Mstep: Class 5 contains 41199 members 
Mstep: Class 6 contains 1719 members 
Mstep: Class 7 contains 4085 members 
Mstep: Class 8 contains 25229 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3544 members 
Mstep: Class 13 contains 17830 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2322 members 
Mstep: Class 16 contains 66934 members 
Mstep: Class 17 contains 221902 members 
Mstep: Class 19 contains 56346 members 
Mstep: Class 20 contains 4584 members 
Mstep: Class 21 contains 6301 members 
Mstep: Class 22 contains 6370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025736.000000 Penalty: 66635.929688
Iteration 99Q: 21 clusters Score -8.002574e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 180846 members 
Mstep: Class 3 contains 15951 members 
Mstep: Class 4 contains 9258 members 
Mstep: Class 5 contains 41212 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 4088 members 
Mstep: Class 8 contains 25229 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3542 members 
Mstep: Class 13 contains 17832 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2323 members 
Mstep: Class 16 contains 66943 members 
Mstep: Class 17 contains 221922 members 
Mstep: Class 19 contains 56345 members 
Mstep: Class 20 contains 4559 members 
Mstep: Class 21 contains 6290 members 
Mstep: Class 22 contains 6371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025744.000000 Penalty: 66635.929688
Iteration 100F: 21 clusters Score -8.002574e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 180783 members 
Mstep: Class 3 contains 15951 members 
Mstep: Class 4 contains 9269 members 
Mstep: Class 5 contains 41220 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 4093 members 
Mstep: Class 8 contains 25235 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3541 members 
Mstep: Class 13 contains 17835 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2322 members 
Mstep: Class 16 contains 66958 members 
Mstep: Class 17 contains 221952 members 
Mstep: Class 19 contains 56343 members 
Mstep: Class 20 contains 4546 members 
Mstep: Class 21 contains 6283 members 
Mstep: Class 22 contains 6369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025712.000000 Penalty: 66635.929688
Iteration 101Q: 21 clusters Score -8.002571e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 180740 members 
Mstep: Class 3 contains 15950 members 
Mstep: Class 4 contains 9280 members 
Mstep: Class 5 contains 41228 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 4101 members 
Mstep: Class 8 contains 25239 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3539 members 
Mstep: Class 13 contains 17839 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2321 members 
Mstep: Class 16 contains 66974 members 
Mstep: Class 17 contains 221961 members 
Mstep: Class 19 contains 56338 members 
Mstep: Class 20 contains 4534 members 
Mstep: Class 21 contains 6277 members 
Mstep: Class 22 contains 6367 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 21 clusters Score -8.002558e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 180675 members 
Mstep: Class 3 contains 15949 members 
Mstep: Class 4 contains 9291 members 
Mstep: Class 5 contains 41240 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 4108 members 
Mstep: Class 8 contains 25249 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3537 members 
Mstep: Class 13 contains 17843 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 66997 members 
Mstep: Class 17 contains 221974 members 
Mstep: Class 19 contains 56333 members 
Mstep: Class 20 contains 4525 members 
Mstep: Class 21 contains 6270 members 
Mstep: Class 22 contains 6368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025528.000000 Penalty: 66635.929688
Iteration 103Q: 21 clusters Score -8.002553e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 180620 members 
Mstep: Class 3 contains 15948 members 
Mstep: Class 4 contains 9295 members 
Mstep: Class 5 contains 41252 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 4107 members 
Mstep: Class 8 contains 25252 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3537 members 
Mstep: Class 13 contains 17844 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2320 members 
Mstep: Class 16 contains 67030 members 
Mstep: Class 17 contains 221990 members 
Mstep: Class 19 contains 56323 members 
Mstep: Class 20 contains 4512 members 
Mstep: Class 21 contains 6268 members 
Mstep: Class 22 contains 6367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025600.000000 Penalty: 66635.929688
Iteration 104Q: 21 clusters Score -8.00256e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 180565 members 
Mstep: Class 3 contains 15948 members 
Mstep: Class 4 contains 9298 members 
Mstep: Class 5 contains 41258 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 4113 members 
Mstep: Class 8 contains 25262 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3538 members 
Mstep: Class 13 contains 17844 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 67046 members 
Mstep: Class 17 contains 222020 members 
Mstep: Class 19 contains 56309 members 
Mstep: Class 20 contains 4497 members 
Mstep: Class 21 contains 6268 members 
Mstep: Class 22 contains 6369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025696.000000 Penalty: 66635.929688
Iteration 105Q: 21 clusters Score -8.00257e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 180544 members 
Mstep: Class 3 contains 15947 members 
Mstep: Class 4 contains 9301 members 
Mstep: Class 5 contains 41262 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 4119 members 
Mstep: Class 8 contains 25271 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3538 members 
Mstep: Class 13 contains 17851 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2321 members 
Mstep: Class 16 contains 67063 members 
Mstep: Class 17 contains 222006 members 
Mstep: Class 19 contains 56302 members 
Mstep: Class 20 contains 4483 members 
Mstep: Class 21 contains 6267 members 
Mstep: Class 22 contains 6372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025656.000000 Penalty: 66635.929688
Iteration 106Q: 21 clusters Score -8.002566e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 180483 members 
Mstep: Class 3 contains 15946 members 
Mstep: Class 4 contains 9303 members 
Mstep: Class 5 contains 41269 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 4123 members 
Mstep: Class 8 contains 25284 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3535 members 
Mstep: Class 13 contains 17855 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2320 members 
Mstep: Class 16 contains 67077 members 
Mstep: Class 17 contains 222039 members 
Mstep: Class 19 contains 56290 members 
Mstep: Class 20 contains 4478 members 
Mstep: Class 21 contains 6267 members 
Mstep: Class 22 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025792.000000 Penalty: 66635.929688
Iteration 107Q: 21 clusters Score -8.002579e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 180435 members 
Mstep: Class 3 contains 15946 members 
Mstep: Class 4 contains 9305 members 
Mstep: Class 5 contains 41281 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 4126 members 
Mstep: Class 8 contains 25289 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3536 members 
Mstep: Class 13 contains 17859 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 67095 members 
Mstep: Class 17 contains 222060 members 
Mstep: Class 19 contains 56273 members 
Mstep: Class 20 contains 4474 members 
Mstep: Class 21 contains 6267 members 
Mstep: Class 22 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025784.000000 Penalty: 66635.929688
Iteration 108Q: 21 clusters Score -8.002578e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 180422 members 
Mstep: Class 3 contains 15949 members 
Mstep: Class 4 contains 9308 members 
Mstep: Class 5 contains 41283 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 4131 members 
Mstep: Class 8 contains 25293 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3532 members 
Mstep: Class 13 contains 17854 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 67111 members 
Mstep: Class 17 contains 222070 members 
Mstep: Class 19 contains 56255 members 
Mstep: Class 20 contains 4468 members 
Mstep: Class 21 contains 6267 members 
Mstep: Class 22 contains 6376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025856.000000 Penalty: 66635.929688
Iteration 109Q: 21 clusters Score -8.002586e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 180386 members 
Mstep: Class 3 contains 15948 members 
Mstep: Class 4 contains 9316 members 
Mstep: Class 5 contains 41284 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 4132 members 
Mstep: Class 8 contains 25295 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3531 members 
Mstep: Class 13 contains 17856 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67127 members 
Mstep: Class 17 contains 222093 members 
Mstep: Class 19 contains 56241 members 
Mstep: Class 20 contains 4463 members 
Mstep: Class 21 contains 6267 members 
Mstep: Class 22 contains 6377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025808.000000 Penalty: 66635.929688
Iteration 110Q: 21 clusters Score -8.002581e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 180344 members 
Mstep: Class 3 contains 15945 members 
Mstep: Class 4 contains 9328 members 
Mstep: Class 5 contains 41286 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 4132 members 
Mstep: Class 8 contains 25295 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3530 members 
Mstep: Class 13 contains 17867 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67141 members 
Mstep: Class 17 contains 222114 members 
Mstep: Class 19 contains 56224 members 
Mstep: Class 20 contains 4459 members 
Mstep: Class 21 contains 6267 members 
Mstep: Class 22 contains 6380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025736.000000 Penalty: 66635.929688
Iteration 111Q: 21 clusters Score -8.002574e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 180326 members 
Mstep: Class 3 contains 15949 members 
Mstep: Class 4 contains 9337 members 
Mstep: Class 5 contains 41277 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 4134 members 
Mstep: Class 8 contains 25297 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3530 members 
Mstep: Class 13 contains 17871 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 67136 members 
Mstep: Class 17 contains 222143 members 
Mstep: Class 19 contains 56206 members 
Mstep: Class 20 contains 4457 members 
Mstep: Class 21 contains 6267 members 
Mstep: Class 22 contains 6379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025752.000000 Penalty: 66635.929688
Iteration 112Q: 21 clusters Score -8.002575e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 180303 members 
Mstep: Class 3 contains 15953 members 
Mstep: Class 4 contains 9346 members 
Mstep: Class 5 contains 41278 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 4141 members 
Mstep: Class 8 contains 25304 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3530 members 
Mstep: Class 13 contains 17872 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 67136 members 
Mstep: Class 17 contains 222153 members 
Mstep: Class 19 contains 56192 members 
Mstep: Class 20 contains 4455 members 
Mstep: Class 21 contains 6267 members 
Mstep: Class 22 contains 6378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025840.000000 Penalty: 66635.929688
Iteration 113Q: 21 clusters Score -8.002584e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 180255 members 
Mstep: Class 3 contains 15957 members 
Mstep: Class 4 contains 9353 members 
Mstep: Class 5 contains 41282 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 4146 members 
Mstep: Class 8 contains 25307 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3530 members 
Mstep: Class 13 contains 17872 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 67140 members 
Mstep: Class 17 contains 222190 members 
Mstep: Class 19 contains 56178 members 
Mstep: Class 20 contains 4453 members 
Mstep: Class 21 contains 6267 members 
Mstep: Class 22 contains 6378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025888.000000 Penalty: 66635.929688
Iteration 114Q: 21 clusters Score -8.002589e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 180234 members 
Mstep: Class 3 contains 15960 members 
Mstep: Class 4 contains 9360 members 
Mstep: Class 5 contains 41291 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 4147 members 
Mstep: Class 8 contains 25309 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3530 members 
Mstep: Class 13 contains 17869 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 67155 members 
Mstep: Class 17 contains 222197 members 
Mstep: Class 19 contains 56157 members 
Mstep: Class 20 contains 4451 members 
Mstep: Class 21 contains 6267 members 
Mstep: Class 22 contains 6377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025864.000000 Penalty: 66635.929688
Iteration 115Q: 21 clusters Score -8.002586e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 180207 members 
Mstep: Class 3 contains 15960 members 
Mstep: Class 4 contains 9368 members 
Mstep: Class 5 contains 41294 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 4148 members 
Mstep: Class 8 contains 25313 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3528 members 
Mstep: Class 13 contains 17869 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 67159 members 
Mstep: Class 17 contains 222225 members 
Mstep: Class 19 contains 56142 members 
Mstep: Class 20 contains 4451 members 
Mstep: Class 21 contains 6266 members 
Mstep: Class 22 contains 6377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025872.000000 Penalty: 66635.929688
Iteration 116Q: 21 clusters Score -8.002587e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 180178 members 
Mstep: Class 3 contains 15961 members 
Mstep: Class 4 contains 9373 members 
Mstep: Class 5 contains 41304 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 4153 members 
Mstep: Class 8 contains 25316 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3528 members 
Mstep: Class 13 contains 17871 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 67175 members 
Mstep: Class 17 contains 222224 members 
Mstep: Class 19 contains 56129 members 
Mstep: Class 20 contains 4451 members 
Mstep: Class 21 contains 6266 members 
Mstep: Class 22 contains 6378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025936.000000 Penalty: 66635.929688
Iteration 117Q: 21 clusters Score -8.002594e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 180139 members 
Mstep: Class 3 contains 15964 members 
Mstep: Class 4 contains 9372 members 
Mstep: Class 5 contains 41318 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 4157 members 
Mstep: Class 8 contains 25320 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3526 members 
Mstep: Class 13 contains 17872 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 67192 members 
Mstep: Class 17 contains 222232 members 
Mstep: Class 19 contains 56122 members 
Mstep: Class 20 contains 4451 members 
Mstep: Class 21 contains 6265 members 
Mstep: Class 22 contains 6378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025952.000000 Penalty: 66635.929688
Iteration 118Q: 21 clusters Score -8.002595e+07 nChanged 292
Entering ConstructFrom: 
Score: -80025952.000000 Penalty: 66635.929688
Entering ConstructFrom: 
Trying to split cluster 1 (16206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Entering Unmasked Estep 
Score: -1943861.875000 Penalty: 2403.897949
	Iteration 0F: 2 clusters Score -1943862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1932299.750000 Penalty: 4807.795898
	Iteration 0F: 3 clusters Score -1932300 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1936088.250000 Penalty: 4807.795898
	Iteration 1F: 3 clusters Score -1936088 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1936519.625000 Penalty: 4807.795898
	Iteration 2F: 3 clusters Score -1936520 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1936913.000000 Penalty: 4807.795898
	Iteration 3F: 3 clusters Score -1936913 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1937272.000000 Penalty: 4807.795898
	Iteration 4Q: 3 clusters Score -1937272 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1937631.750000 Penalty: 4807.795898
	Iteration 5Q: 3 clusters Score -1937632 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1937979.250000 Penalty: 4807.795898
	Iteration 6Q: 3 clusters Score -1937979 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1938315.125000 Penalty: 4807.795898
	Iteration 7Q: 3 clusters Score -1938315 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1938688.500000 Penalty: 4807.795898
	Iteration 8Q: 3 clusters Score -1938688 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1939110.625000 Penalty: 4807.795898
	Iteration 9Q: 3 clusters Score -1939111 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1939563.750000 Penalty: 4807.795898
	Iteration 10Q: 3 clusters Score -1939564 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1940070.750000 Penalty: 4807.795898
	Iteration 11Q: 3 clusters Score -1940071 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1940593.375000 Penalty: 4807.795898
	Iteration 12Q: 3 clusters Score -1940593 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1941050.125000 Penalty: 4807.795898
	Iteration 13Q: 3 clusters Score -1941050 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1941380.375000 Penalty: 4807.795898
	Iteration 14Q: 3 clusters Score -1941380 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1941625.250000 Penalty: 4807.795898
	Iteration 15Q: 3 clusters Score -1941625 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1941821.875000 Penalty: 4807.795898
	Iteration 16Q: 3 clusters Score -1941822 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1941986.125000 Penalty: 4807.795898
	Iteration 17Q: 3 clusters Score -1941986 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1942094.000000 Penalty: 4807.795898
	Iteration 18Q: 3 clusters Score -1942094 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1942199.875000 Penalty: 4807.795898
	Iteration 19Q: 3 clusters Score -1942200 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1942275.000000 Penalty: 4807.795898
	Iteration 20F: 3 clusters Score -1942275 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1942336.375000 Penalty: 4807.795898
	Iteration 21Q: 3 clusters Score -1942336 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1942390.625000 Penalty: 4807.795898
	Iteration 22Q: 3 clusters Score -1942391 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1942453.125000 Penalty: 4807.795898
	Iteration 23Q: 3 clusters Score -1942453 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1942533.625000 Penalty: 4807.795898
	Iteration 24Q: 3 clusters Score -1942534 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1942580.875000 Penalty: 4807.795898
	Iteration 25Q: 3 clusters Score -1942581 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1942622.750000 Penalty: 4807.795898
	Iteration 26Q: 3 clusters Score -1942623 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1942662.000000 Penalty: 4807.795898
	Iteration 27Q: 3 clusters Score -1942662 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1942692.375000 Penalty: 4807.795898
	Iteration 28Q: 3 clusters Score -1942692 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1942717.375000 Penalty: 4807.795898
	Iteration 29Q: 3 clusters Score -1942717 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1942730.375000 Penalty: 4807.795898
	Iteration 30Q: 3 clusters Score -1942730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1942739.000000 Penalty: 4807.795898
	Iteration 31Q: 3 clusters Score -1942739 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1942747.375000 Penalty: 4807.795898
	Iteration 32Q: 3 clusters Score -1942747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1942758.625000 Penalty: 4807.795898
	Iteration 33Q: 3 clusters Score -1942759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1942762.125000 Penalty: 4807.795898
	Iteration 34Q: 3 clusters Score -1942762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1942760.875000 Penalty: 4807.795898
	Iteration 35Q: 3 clusters Score -1942761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1942766.000000 Penalty: 4807.795898
	Iteration 36Q: 3 clusters Score -1942766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1942767.625000 Penalty: 4807.795898
	Iteration 37Q: 3 clusters Score -1942768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1942767.750000 Penalty: 4807.795898
	Iteration 38Q: 3 clusters Score -1942768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1942769.125000 Penalty: 4807.795898
	Iteration 39Q: 3 clusters Score -1942769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1942767.375000 Penalty: 4807.795898
	Iteration 40F: 3 clusters Score -1942767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1942765.375000 Penalty: 4807.795898
	Iteration 41Q: 3 clusters Score -1942765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1942765.375000 Penalty: 4807.795898
	Iteration 42F: 3 clusters Score -1942765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (180106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180106 members 
Entering Unmasked Estep 
Score: -21430094.000000 Penalty: 3001.122803
	Iteration 0F: 2 clusters Score -2.143009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90213 members 
Mstep: Class 2 contains 89893 members 
Entering Unmasked Estep 
Score: -21315460.000000 Penalty: 6002.245605
	Iteration 0F: 3 clusters Score -2.131546e+07 nChanged 86566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93943 members 
Mstep: Class 2 contains 86163 members 
Entering Unmasked Estep 
Score: -21367700.000000 Penalty: 6002.245605
	Iteration 1F: 3 clusters Score -2.13677e+07 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96477 members 
Mstep: Class 2 contains 83629 members 
Entering Unmasked Estep 
Score: -21371122.000000 Penalty: 6002.245605
	Iteration 2Q: 3 clusters Score -2.137112e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100311 members 
Mstep: Class 2 contains 79795 members 
Entering Unmasked Estep 
Score: -21376506.000000 Penalty: 6002.245605
	Iteration 3F: 3 clusters Score -2.137651e+07 nChanged 12113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105808 members 
Mstep: Class 2 contains 74298 members 
Entering Unmasked Estep 
Score: -21385356.000000 Penalty: 6002.245605
	Iteration 4F: 3 clusters Score -2.138536e+07 nChanged 13823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112717 members 
Mstep: Class 2 contains 67389 members 
Entering Unmasked Estep 
Score: -21396386.000000 Penalty: 6002.245605
	Iteration 5F: 3 clusters Score -2.139639e+07 nChanged 13274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119693 members 
Mstep: Class 2 contains 60413 members 
Entering Unmasked Estep 
Score: -21407100.000000 Penalty: 6002.245605
	Iteration 6F: 3 clusters Score -2.14071e+07 nChanged 10739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125552 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -21414530.000000 Penalty: 6002.245605
	Iteration 7F: 3 clusters Score -2.141453e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130263 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -21418340.000000 Penalty: 6002.245605
	Iteration 8Q: 3 clusters Score -2.141834e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134328 members 
Mstep: Class 2 contains 45778 members 
Entering Unmasked Estep 
Score: -21420330.000000 Penalty: 6002.245605
	Iteration 9Q: 3 clusters Score -2.142033e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138009 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -21421558.000000 Penalty: 6002.245605
	Iteration 10Q: 3 clusters Score -2.142156e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141497 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -21422626.000000 Penalty: 6002.245605
	Iteration 11Q: 3 clusters Score -2.142263e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144844 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -21423454.000000 Penalty: 6002.245605
	Iteration 12Q: 3 clusters Score -2.142345e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148194 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -21424286.000000 Penalty: 6002.245605
	Iteration 13Q: 3 clusters Score -2.142429e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151470 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -21425052.000000 Penalty: 6002.245605
	Iteration 14Q: 3 clusters Score -2.142505e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154701 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -21425738.000000 Penalty: 6002.245605
	Iteration 15Q: 3 clusters Score -2.142574e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157721 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -21426404.000000 Penalty: 6002.245605
	Iteration 16Q: 3 clusters Score -2.14264e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160489 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -21426908.000000 Penalty: 6002.245605
	Iteration 17Q: 3 clusters Score -2.142691e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162963 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -21427410.000000 Penalty: 6002.245605
	Iteration 18Q: 3 clusters Score -2.142741e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165048 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -21427624.000000 Penalty: 6002.245605
	Iteration 19Q: 3 clusters Score -2.142762e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166883 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -21427894.000000 Penalty: 6002.245605
	Iteration 20F: 3 clusters Score -2.142789e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168546 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -21428080.000000 Penalty: 6002.245605
	Iteration 21Q: 3 clusters Score -2.142808e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169866 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -21428240.000000 Penalty: 6002.245605
	Iteration 22Q: 3 clusters Score -2.142824e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170993 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -21428380.000000 Penalty: 6002.245605
	Iteration 23Q: 3 clusters Score -2.142838e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171881 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -21428448.000000 Penalty: 6002.245605
	Iteration 24Q: 3 clusters Score -2.142845e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172661 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -21428532.000000 Penalty: 6002.245605
	Iteration 25Q: 3 clusters Score -2.142853e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173303 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -21428560.000000 Penalty: 6002.245605
	Iteration 26Q: 3 clusters Score -2.142856e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173839 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -21428628.000000 Penalty: 6002.245605
	Iteration 27Q: 3 clusters Score -2.142863e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174288 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -21428570.000000 Penalty: 6002.245605
	Iteration 28Q: 3 clusters Score -2.142857e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174668 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -21428568.000000 Penalty: 6002.245605
	Iteration 29Q: 3 clusters Score -2.142857e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174988 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -21428580.000000 Penalty: 6002.245605
	Iteration 30Q: 3 clusters Score -2.142858e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175305 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -21428600.000000 Penalty: 6002.245605
	Iteration 31Q: 3 clusters Score -2.14286e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175567 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -21428654.000000 Penalty: 6002.245605
	Iteration 32Q: 3 clusters Score -2.142865e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175778 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -21428650.000000 Penalty: 6002.245605
	Iteration 33Q: 3 clusters Score -2.142865e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175939 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -21428624.000000 Penalty: 6002.245605
	Iteration 34Q: 3 clusters Score -2.142862e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176059 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -21428634.000000 Penalty: 6002.245605
	Iteration 35Q: 3 clusters Score -2.142863e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176168 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -21428642.000000 Penalty: 6002.245605
	Iteration 36Q: 3 clusters Score -2.142864e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176272 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -21428644.000000 Penalty: 6002.245605
	Iteration 37Q: 3 clusters Score -2.142864e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176349 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -21428642.000000 Penalty: 6002.245605
	Iteration 38Q: 3 clusters Score -2.142864e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176416 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -21428702.000000 Penalty: 6002.245605
	Iteration 39Q: 3 clusters Score -2.14287e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176469 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -21428708.000000 Penalty: 6002.245605
	Iteration 40F: 3 clusters Score -2.142871e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176512 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -21428706.000000 Penalty: 6002.245605
	Iteration 41Q: 3 clusters Score -2.142871e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176542 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -21428696.000000 Penalty: 6002.245605
	Iteration 42Q: 3 clusters Score -2.14287e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176572 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -21428670.000000 Penalty: 6002.245605
	Iteration 43Q: 3 clusters Score -2.142867e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176616 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -21428682.000000 Penalty: 6002.245605
	Iteration 44Q: 3 clusters Score -2.142868e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176652 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -21428684.000000 Penalty: 6002.245605
	Iteration 45Q: 3 clusters Score -2.142868e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176691 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -21428700.000000 Penalty: 6002.245605
	Iteration 46Q: 3 clusters Score -2.14287e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176724 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -21428704.000000 Penalty: 6002.245605
	Iteration 47Q: 3 clusters Score -2.14287e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176750 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -21428692.000000 Penalty: 6002.245605
	Iteration 48Q: 3 clusters Score -2.142869e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176763 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -21428692.000000 Penalty: 6002.245605
	Iteration 49Q: 3 clusters Score -2.142869e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176783 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -21428688.000000 Penalty: 6002.245605
	Iteration 50Q: 3 clusters Score -2.142869e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176799 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -21428690.000000 Penalty: 6002.245605
	Iteration 51Q: 3 clusters Score -2.142869e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176815 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -21428704.000000 Penalty: 6002.245605
	Iteration 52Q: 3 clusters Score -2.14287e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176833 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -21428698.000000 Penalty: 6002.245605
	Iteration 53Q: 3 clusters Score -2.14287e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176852 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -21428660.000000 Penalty: 6002.245605
	Iteration 54Q: 3 clusters Score -2.142866e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176878 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -21428660.000000 Penalty: 6002.245605
	Iteration 55Q: 3 clusters Score -2.142866e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176914 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -21428658.000000 Penalty: 6002.245605
	Iteration 56Q: 3 clusters Score -2.142866e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176941 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -21428654.000000 Penalty: 6002.245605
	Iteration 57Q: 3 clusters Score -2.142865e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176965 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -21428638.000000 Penalty: 6002.245605
	Iteration 58Q: 3 clusters Score -2.142864e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176987 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -21428652.000000 Penalty: 6002.245605
	Iteration 59Q: 3 clusters Score -2.142865e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177014 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -21428658.000000 Penalty: 6002.245605
	Iteration 60F: 3 clusters Score -2.142866e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177037 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -21428646.000000 Penalty: 6002.245605
	Iteration 61Q: 3 clusters Score -2.142865e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177068 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -21428638.000000 Penalty: 6002.245605
	Iteration 62Q: 3 clusters Score -2.142864e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177081 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -21428650.000000 Penalty: 6002.245605
	Iteration 63Q: 3 clusters Score -2.142865e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177097 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -21428652.000000 Penalty: 6002.245605
	Iteration 64Q: 3 clusters Score -2.142865e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177112 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -21428660.000000 Penalty: 6002.245605
	Iteration 65Q: 3 clusters Score -2.142866e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177125 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -21428656.000000 Penalty: 6002.245605
	Iteration 66Q: 3 clusters Score -2.142866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177131 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -21428654.000000 Penalty: 6002.245605
	Iteration 67Q: 3 clusters Score -2.142865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177136 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -21428654.000000 Penalty: 6002.245605
	Iteration 68Q: 3 clusters Score -2.142865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177140 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -21428638.000000 Penalty: 6002.245605
	Iteration 69Q: 3 clusters Score -2.142864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177143 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -21428640.000000 Penalty: 6002.245605
	Iteration 70Q: 3 clusters Score -2.142864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177150 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -21428640.000000 Penalty: 6002.245605
	Iteration 71Q: 3 clusters Score -2.142864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177158 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -21428642.000000 Penalty: 6002.245605
	Iteration 72Q: 3 clusters Score -2.142864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177163 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -21428672.000000 Penalty: 6002.245605
	Iteration 73Q: 3 clusters Score -2.142867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177166 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -21428658.000000 Penalty: 6002.245605
	Iteration 74Q: 3 clusters Score -2.142866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177167 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -21428666.000000 Penalty: 6002.245605
	Iteration 75Q: 3 clusters Score -2.142867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177171 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -21428658.000000 Penalty: 6002.245605
	Iteration 76Q: 3 clusters Score -2.142866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177176 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -21428662.000000 Penalty: 6002.245605
	Iteration 77Q: 3 clusters Score -2.142866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177187 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -21428652.000000 Penalty: 6002.245605
	Iteration 78Q: 3 clusters Score -2.142865e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177197 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -21428662.000000 Penalty: 6002.245605
	Iteration 79Q: 3 clusters Score -2.142866e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177210 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -21428638.000000 Penalty: 6002.245605
	Iteration 80F: 3 clusters Score -2.142864e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177225 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -21428650.000000 Penalty: 6002.245605
	Iteration 81Q: 3 clusters Score -2.142865e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177235 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -21428640.000000 Penalty: 6002.245605
	Iteration 82Q: 3 clusters Score -2.142864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177238 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -21428646.000000 Penalty: 6002.245605
	Iteration 83Q: 3 clusters Score -2.142865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177243 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -21428640.000000 Penalty: 6002.245605
	Iteration 84Q: 3 clusters Score -2.142864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177249 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -21428656.000000 Penalty: 6002.245605
	Iteration 85Q: 3 clusters Score -2.142866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177254 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -21428662.000000 Penalty: 6002.245605
	Iteration 86Q: 3 clusters Score -2.142866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177257 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -21428664.000000 Penalty: 6002.245605
	Iteration 87Q: 3 clusters Score -2.142866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177258 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -21428668.000000 Penalty: 6002.245605
	Iteration 88Q: 3 clusters Score -2.142867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177260 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -21428654.000000 Penalty: 6002.245605
	Iteration 89Q: 3 clusters Score -2.142865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177265 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -21428644.000000 Penalty: 6002.245605
	Iteration 90Q: 3 clusters Score -2.142864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177268 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -21428654.000000 Penalty: 6002.245605
	Iteration 91Q: 3 clusters Score -2.142865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177271 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -21428650.000000 Penalty: 6002.245605
	Iteration 92Q: 3 clusters Score -2.142865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177274 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -21428650.000000 Penalty: 6002.245605
	Iteration 93Q: 3 clusters Score -2.142865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177283 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -21428638.000000 Penalty: 6002.245605
	Iteration 94Q: 3 clusters Score -2.142864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177290 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -21428640.000000 Penalty: 6002.245605
	Iteration 95Q: 3 clusters Score -2.142864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177294 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -21428648.000000 Penalty: 6002.245605
	Iteration 96Q: 3 clusters Score -2.142865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177301 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -21428652.000000 Penalty: 6002.245605
	Iteration 97Q: 3 clusters Score -2.142865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177309 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -21428638.000000 Penalty: 6002.245605
	Iteration 98Q: 3 clusters Score -2.142864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177320 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -21428668.000000 Penalty: 6002.245605
	Iteration 99Q: 3 clusters Score -2.142867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177328 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -21428658.000000 Penalty: 6002.245605
	Iteration 100F: 3 clusters Score -2.142866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177338 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -21428668.000000 Penalty: 6002.245605
	Iteration 101Q: 3 clusters Score -2.142867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177342 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -21428670.000000 Penalty: 6002.245605
	Iteration 102Q: 3 clusters Score -2.142867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177344 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -21428674.000000 Penalty: 6002.245605
	Iteration 103Q: 3 clusters Score -2.142867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177348 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -21428670.000000 Penalty: 6002.245605
	Iteration 104Q: 3 clusters Score -2.142867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177352 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -21428670.000000 Penalty: 6002.245605
	Iteration 105Q: 3 clusters Score -2.142867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177352 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -21428670.000000 Penalty: 6002.245605
	Iteration 106F: 3 clusters Score -2.142867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Entering Unmasked Estep 
Score: -1934200.500000 Penalty: 2400.228760
	Iteration 0F: 2 clusters Score -1934200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1922723.500000 Penalty: 4800.457520
	Iteration 0F: 3 clusters Score -1922724 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1926402.500000 Penalty: 4800.457520
	Iteration 1F: 3 clusters Score -1926402 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1926778.125000 Penalty: 4800.457520
	Iteration 2F: 3 clusters Score -1926778 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1927146.750000 Penalty: 4800.457520
	Iteration 3F: 3 clusters Score -1927147 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1927580.500000 Penalty: 4800.457520
	Iteration 4F: 3 clusters Score -1927580 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1928161.375000 Penalty: 4800.457520
	Iteration 5F: 3 clusters Score -1928161 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1928814.500000 Penalty: 4800.457520
	Iteration 6F: 3 clusters Score -1928814 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1929519.625000 Penalty: 4800.457520
	Iteration 7F: 3 clusters Score -1929520 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1930212.375000 Penalty: 4800.457520
	Iteration 8F: 3 clusters Score -1930212 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1930811.375000 Penalty: 4800.457520
	Iteration 9Q: 3 clusters Score -1930811 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1931314.250000 Penalty: 4800.457520
	Iteration 10Q: 3 clusters Score -1931314 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1931637.625000 Penalty: 4800.457520
	Iteration 11Q: 3 clusters Score -1931638 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1931809.750000 Penalty: 4800.457520
	Iteration 12Q: 3 clusters Score -1931810 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -1931931.000000 Penalty: 4800.457520
	Iteration 13Q: 3 clusters Score -1931931 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -1932015.875000 Penalty: 4800.457520
	Iteration 14Q: 3 clusters Score -1932016 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1932080.875000 Penalty: 4800.457520
	Iteration 15Q: 3 clusters Score -1932081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1932110.500000 Penalty: 4800.457520
	Iteration 16Q: 3 clusters Score -1932110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1932121.875000 Penalty: 4800.457520
	Iteration 17Q: 3 clusters Score -1932122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1932137.250000 Penalty: 4800.457520
	Iteration 18Q: 3 clusters Score -1932137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1932145.000000 Penalty: 4800.457520
	Iteration 19Q: 3 clusters Score -1932145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1932152.000000 Penalty: 4800.457520
	Iteration 20F: 3 clusters Score -1932152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1932154.250000 Penalty: 4800.457520
	Iteration 21Q: 3 clusters Score -1932154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -1932159.625000 Penalty: 4800.457520
	Iteration 22Q: 3 clusters Score -1932160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1932162.000000 Penalty: 4800.457520
	Iteration 23Q: 3 clusters Score -1932162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1932162.000000 Penalty: 4800.457520
	Iteration 24F: 3 clusters Score -1932162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Entering Unmasked Estep 
Score: -1125910.125000 Penalty: 2268.158691
	Iteration 0F: 2 clusters Score -1125910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1118678.250000 Penalty: 4536.317383
	Iteration 0F: 3 clusters Score -1118678 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1120636.625000 Penalty: 4536.317383
	Iteration 1F: 3 clusters Score -1120637 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1120902.250000 Penalty: 4536.317383
	Iteration 2F: 3 clusters Score -1120902 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1121113.875000 Penalty: 4536.317383
	Iteration 3F: 3 clusters Score -1121114 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1121287.000000 Penalty: 4536.317383
	Iteration 4Q: 3 clusters Score -1121287 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1121429.125000 Penalty: 4536.317383
	Iteration 5Q: 3 clusters Score -1121429 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1121555.625000 Penalty: 4536.317383
	Iteration 6Q: 3 clusters Score -1121556 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1121692.250000 Penalty: 4536.317383
	Iteration 7Q: 3 clusters Score -1121692 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1121833.000000 Penalty: 4536.317383
	Iteration 8Q: 3 clusters Score -1121833 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1122006.125000 Penalty: 4536.317383
	Iteration 9Q: 3 clusters Score -1122006 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1122212.625000 Penalty: 4536.317383
	Iteration 10Q: 3 clusters Score -1122213 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1122454.000000 Penalty: 4536.317383
	Iteration 11Q: 3 clusters Score -1122454 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1122725.250000 Penalty: 4536.317383
	Iteration 12Q: 3 clusters Score -1122725 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1123000.750000 Penalty: 4536.317383
	Iteration 13Q: 3 clusters Score -1123001 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1123264.500000 Penalty: 4536.317383
	Iteration 14Q: 3 clusters Score -1123264 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1123492.750000 Penalty: 4536.317383
	Iteration 15Q: 3 clusters Score -1123493 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1123673.250000 Penalty: 4536.317383
	Iteration 16Q: 3 clusters Score -1123673 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1123832.250000 Penalty: 4536.317383
	Iteration 17Q: 3 clusters Score -1123832 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1123937.500000 Penalty: 4536.317383
	Iteration 18Q: 3 clusters Score -1123938 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1124001.750000 Penalty: 4536.317383
	Iteration 19Q: 3 clusters Score -1124002 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1124047.750000 Penalty: 4536.317383
	Iteration 20F: 3 clusters Score -1124048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1124081.500000 Penalty: 4536.317383
	Iteration 21Q: 3 clusters Score -1124082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1124104.875000 Penalty: 4536.317383
	Iteration 22Q: 3 clusters Score -1124105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1124116.875000 Penalty: 4536.317383
	Iteration 23Q: 3 clusters Score -1124117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1124126.375000 Penalty: 4536.317383
	Iteration 24Q: 3 clusters Score -1124126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1124138.000000 Penalty: 4536.317383
	Iteration 25Q: 3 clusters Score -1124138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1124145.500000 Penalty: 4536.317383
	Iteration 26Q: 3 clusters Score -1124146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1124153.125000 Penalty: 4536.317383
	Iteration 27Q: 3 clusters Score -1124153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1124156.875000 Penalty: 4536.317383
	Iteration 28Q: 3 clusters Score -1124157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1124161.625000 Penalty: 4536.317383
	Iteration 29Q: 3 clusters Score -1124162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1124163.250000 Penalty: 4536.317383
	Iteration 30Q: 3 clusters Score -1124163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1124165.125000 Penalty: 4536.317383
	Iteration 31Q: 3 clusters Score -1124165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1124167.500000 Penalty: 4536.317383
	Iteration 32Q: 3 clusters Score -1124168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1124168.000000 Penalty: 4536.317383
	Iteration 33Q: 3 clusters Score -1124168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1124168.750000 Penalty: 4536.317383
	Iteration 34Q: 3 clusters Score -1124169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1124168.750000 Penalty: 4536.317383
	Iteration 35F: 3 clusters Score -1124169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Entering Unmasked Estep 
Score: -4994911.000000 Penalty: 2636.065186
	Iteration 0F: 2 clusters Score -4994911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -4967107.000000 Penalty: 5272.130371
	Iteration 0F: 3 clusters Score -4967107 nChanged 18870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -4977184.500000 Penalty: 5272.130371
	Iteration 1F: 3 clusters Score -4977184 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -4977726.000000 Penalty: 5272.130371
	Iteration 2Q: 3 clusters Score -4977726 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -4978256.000000 Penalty: 5272.130371
	Iteration 3Q: 3 clusters Score -4978256 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -4978842.500000 Penalty: 5272.130371
	Iteration 4Q: 3 clusters Score -4978842 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -4979373.000000 Penalty: 5272.130371
	Iteration 5Q: 3 clusters Score -4979373 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -4979946.500000 Penalty: 5272.130371
	Iteration 6Q: 3 clusters Score -4979946 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -4980729.000000 Penalty: 5272.130371
	Iteration 7Q: 3 clusters Score -4980729 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -4981650.500000 Penalty: 5272.130371
	Iteration 8Q: 3 clusters Score -4981650 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -4982695.500000 Penalty: 5272.130371
	Iteration 9Q: 3 clusters Score -4982696 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -4983876.000000 Penalty: 5272.130371
	Iteration 10Q: 3 clusters Score -4983876 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -4985062.000000 Penalty: 5272.130371
	Iteration 11Q: 3 clusters Score -4985062 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -4986186.500000 Penalty: 5272.130371
	Iteration 12Q: 3 clusters Score -4986186 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -4987164.000000 Penalty: 5272.130371
	Iteration 13Q: 3 clusters Score -4987164 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -4987878.500000 Penalty: 5272.130371
	Iteration 14Q: 3 clusters Score -4987878 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -4988409.500000 Penalty: 5272.130371
	Iteration 15Q: 3 clusters Score -4988410 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -4988730.500000 Penalty: 5272.130371
	Iteration 16Q: 3 clusters Score -4988730 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -4988970.000000 Penalty: 5272.130371
	Iteration 17Q: 3 clusters Score -4988970 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -4989195.500000 Penalty: 5272.130371
	Iteration 18Q: 3 clusters Score -4989196 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -4989393.000000 Penalty: 5272.130371
	Iteration 19Q: 3 clusters Score -4989393 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -4989548.500000 Penalty: 5272.130371
	Iteration 20F: 3 clusters Score -4989548 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -4989727.000000 Penalty: 5272.130371
	Iteration 21Q: 3 clusters Score -4989727 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -4989920.000000 Penalty: 5272.130371
	Iteration 22Q: 3 clusters Score -4989920 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -4990075.500000 Penalty: 5272.130371
	Iteration 23Q: 3 clusters Score -4990076 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -4990312.000000 Penalty: 5272.130371
	Iteration 24Q: 3 clusters Score -4990312 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -4990468.500000 Penalty: 5272.130371
	Iteration 25Q: 3 clusters Score -4990468 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -4990678.500000 Penalty: 5272.130371
	Iteration 26Q: 3 clusters Score -4990678 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -4990879.500000 Penalty: 5272.130371
	Iteration 27Q: 3 clusters Score -4990880 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -4991043.500000 Penalty: 5272.130371
	Iteration 28Q: 3 clusters Score -4991044 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -4991213.500000 Penalty: 5272.130371
	Iteration 29Q: 3 clusters Score -4991214 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -4991383.500000 Penalty: 5272.130371
	Iteration 30Q: 3 clusters Score -4991384 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -4991517.500000 Penalty: 5272.130371
	Iteration 31Q: 3 clusters Score -4991518 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -4991645.000000 Penalty: 5272.130371
	Iteration 32Q: 3 clusters Score -4991645 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -4991747.500000 Penalty: 5272.130371
	Iteration 33Q: 3 clusters Score -4991748 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -4991860.500000 Penalty: 5272.130371
	Iteration 34Q: 3 clusters Score -4991860 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4991937.000000 Penalty: 5272.130371
	Iteration 35Q: 3 clusters Score -4991937 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -4992027.500000 Penalty: 5272.130371
	Iteration 36Q: 3 clusters Score -4992028 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -4992096.000000 Penalty: 5272.130371
	Iteration 37Q: 3 clusters Score -4992096 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4992151.000000 Penalty: 5272.130371
	Iteration 38Q: 3 clusters Score -4992151 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4992195.000000 Penalty: 5272.130371
	Iteration 39Q: 3 clusters Score -4992195 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -4992253.500000 Penalty: 5272.130371
	Iteration 40F: 3 clusters Score -4992254 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4992298.500000 Penalty: 5272.130371
	Iteration 41Q: 3 clusters Score -4992298 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4992359.000000 Penalty: 5272.130371
	Iteration 42Q: 3 clusters Score -4992359 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4992399.000000 Penalty: 5272.130371
	Iteration 43Q: 3 clusters Score -4992399 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4992441.500000 Penalty: 5272.130371
	Iteration 44Q: 3 clusters Score -4992442 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4992474.500000 Penalty: 5272.130371
	Iteration 45Q: 3 clusters Score -4992474 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4992504.000000 Penalty: 5272.130371
	Iteration 46Q: 3 clusters Score -4992504 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4992515.500000 Penalty: 5272.130371
	Iteration 47Q: 3 clusters Score -4992516 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4992530.000000 Penalty: 5272.130371
	Iteration 48Q: 3 clusters Score -4992530 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4992543.000000 Penalty: 5272.130371
	Iteration 49Q: 3 clusters Score -4992543 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4992558.500000 Penalty: 5272.130371
	Iteration 50Q: 3 clusters Score -4992558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4992570.000000 Penalty: 5272.130371
	Iteration 51Q: 3 clusters Score -4992570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4992587.000000 Penalty: 5272.130371
	Iteration 52Q: 3 clusters Score -4992587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4992599.000000 Penalty: 5272.130371
	Iteration 53Q: 3 clusters Score -4992599 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4992601.000000 Penalty: 5272.130371
	Iteration 54Q: 3 clusters Score -4992601 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4992616.000000 Penalty: 5272.130371
	Iteration 55Q: 3 clusters Score -4992616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4992622.500000 Penalty: 5272.130371
	Iteration 56Q: 3 clusters Score -4992622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4992623.000000 Penalty: 5272.130371
	Iteration 57Q: 3 clusters Score -4992623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4992634.500000 Penalty: 5272.130371
	Iteration 58Q: 3 clusters Score -4992634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4992638.000000 Penalty: 5272.130371
	Iteration 59Q: 3 clusters Score -4992638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4992650.000000 Penalty: 5272.130371
	Iteration 60F: 3 clusters Score -4992650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4992652.000000 Penalty: 5272.130371
	Iteration 61Q: 3 clusters Score -4992652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4992652.000000 Penalty: 5272.130371
	Iteration 62Q: 3 clusters Score -4992652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4992660.000000 Penalty: 5272.130371
	Iteration 63Q: 3 clusters Score -4992660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4992653.000000 Penalty: 5272.130371
	Iteration 64Q: 3 clusters Score -4992653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4992653.500000 Penalty: 5272.130371
	Iteration 65Q: 3 clusters Score -4992654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4992659.000000 Penalty: 5272.130371
	Iteration 66Q: 3 clusters Score -4992659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4992658.000000 Penalty: 5272.130371
	Iteration 67Q: 3 clusters Score -4992658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4992658.000000 Penalty: 5272.130371
	Iteration 68F: 3 clusters Score -4992658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Entering Unmasked Estep 
Score: -203582.796875 Penalty: 1847.186768
	Iteration 0F: 2 clusters Score -203582.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -201159.437500 Penalty: 3694.373535
	Iteration 0F: 3 clusters Score -201159.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -201539.609375 Penalty: 3694.373535
	Iteration 1F: 3 clusters Score -201539.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -201646.718750 Penalty: 3694.373535
	Iteration 2F: 3 clusters Score -201646.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -201697.671875 Penalty: 3694.373535
	Iteration 3Q: 3 clusters Score -201697.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -201730.265625 Penalty: 3694.373535
	Iteration 4Q: 3 clusters Score -201730.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -201755.046875 Penalty: 3694.373535
	Iteration 5Q: 3 clusters Score -201755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -201768.750000 Penalty: 3694.373535
	Iteration 6Q: 3 clusters Score -201768.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -201783.531250 Penalty: 3694.373535
	Iteration 7Q: 3 clusters Score -201783.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -201799.437500 Penalty: 3694.373535
	Iteration 8Q: 3 clusters Score -201799.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -201808.015625 Penalty: 3694.373535
	Iteration 9Q: 3 clusters Score -201808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -201814.437500 Penalty: 3694.373535
	Iteration 10Q: 3 clusters Score -201814.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -201821.265625 Penalty: 3694.373535
	Iteration 11Q: 3 clusters Score -201821.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -201826.265625 Penalty: 3694.373535
	Iteration 12Q: 3 clusters Score -201826.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -201826.812500 Penalty: 3694.373535
	Iteration 13Q: 3 clusters Score -201826.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -201827.218750 Penalty: 3694.373535
	Iteration 14Q: 3 clusters Score -201827.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -201827.781250 Penalty: 3694.373535
	Iteration 15Q: 3 clusters Score -201827.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -201828.437500 Penalty: 3694.373535
	Iteration 16Q: 3 clusters Score -201828.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -201828.437500 Penalty: 3694.373535
	Iteration 17F: 3 clusters Score -201828.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Entering Unmasked Estep 
Score: -504158.218750 Penalty: 2066.710693
	Iteration 0F: 2 clusters Score -504158.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -500209.031250 Penalty: 4133.421387
	Iteration 0F: 3 clusters Score -500209 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -501162.156250 Penalty: 4133.421387
	Iteration 1F: 3 clusters Score -501162.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -501502.312500 Penalty: 4133.421387
	Iteration 2F: 3 clusters Score -501502.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -501745.937500 Penalty: 4133.421387
	Iteration 3F: 3 clusters Score -501745.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -501930.156250 Penalty: 4133.421387
	Iteration 4F: 3 clusters Score -501930.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -502084.937500 Penalty: 4133.421387
	Iteration 5Q: 3 clusters Score -502084.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -502240.312500 Penalty: 4133.421387
	Iteration 6Q: 3 clusters Score -502240.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -502417.468750 Penalty: 4133.421387
	Iteration 7Q: 3 clusters Score -502417.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -502597.437500 Penalty: 4133.421387
	Iteration 8Q: 3 clusters Score -502597.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -502752.875000 Penalty: 4133.421387
	Iteration 9Q: 3 clusters Score -502752.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -502882.187500 Penalty: 4133.421387
	Iteration 10Q: 3 clusters Score -502882.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -503004.531250 Penalty: 4133.421387
	Iteration 11Q: 3 clusters Score -503004.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -503093.281250 Penalty: 4133.421387
	Iteration 12Q: 3 clusters Score -503093.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -503148.375000 Penalty: 4133.421387
	Iteration 13Q: 3 clusters Score -503148.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -503187.562500 Penalty: 4133.421387
	Iteration 14Q: 3 clusters Score -503187.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -503219.593750 Penalty: 4133.421387
	Iteration 15Q: 3 clusters Score -503219.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -503238.312500 Penalty: 4133.421387
	Iteration 16Q: 3 clusters Score -503238.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -503251.500000 Penalty: 4133.421387
	Iteration 17Q: 3 clusters Score -503251.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -503257.625000 Penalty: 4133.421387
	Iteration 18Q: 3 clusters Score -503257.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -503262.906250 Penalty: 4133.421387
	Iteration 19Q: 3 clusters Score -503262.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -503267.156250 Penalty: 4133.421387
	Iteration 20F: 3 clusters Score -503267.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -503271.937500 Penalty: 4133.421387
	Iteration 21Q: 3 clusters Score -503271.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -503274.250000 Penalty: 4133.421387
	Iteration 22Q: 3 clusters Score -503274.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -503275.312500 Penalty: 4133.421387
	Iteration 23Q: 3 clusters Score -503275.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -503275.312500 Penalty: 4133.421387
	Iteration 24F: 3 clusters Score -503275.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Entering Unmasked Estep 
Score: -3082366.000000 Penalty: 2514.578369
	Iteration 0F: 2 clusters Score -3082366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -3064899.250000 Penalty: 5029.156738
	Iteration 0F: 3 clusters Score -3064899 nChanged 11259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -3070754.500000 Penalty: 5029.156738
	Iteration 1F: 3 clusters Score -3070754 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -3071104.750000 Penalty: 5029.156738
	Iteration 2Q: 3 clusters Score -3071105 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -3071377.500000 Penalty: 5029.156738
	Iteration 3Q: 3 clusters Score -3071378 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -3071626.500000 Penalty: 5029.156738
	Iteration 4Q: 3 clusters Score -3071626 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -3071938.000000 Penalty: 5029.156738
	Iteration 5Q: 3 clusters Score -3071938 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -3072297.250000 Penalty: 5029.156738
	Iteration 6Q: 3 clusters Score -3072297 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -3072778.750000 Penalty: 5029.156738
	Iteration 7Q: 3 clusters Score -3072779 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -3073393.500000 Penalty: 5029.156738
	Iteration 8Q: 3 clusters Score -3073394 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -3074256.250000 Penalty: 5029.156738
	Iteration 9F: 3 clusters Score -3074256 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -3075332.750000 Penalty: 5029.156738
	Iteration 10F: 3 clusters Score -3075333 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -3076560.750000 Penalty: 5029.156738
	Iteration 11F: 3 clusters Score -3076561 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -3077744.250000 Penalty: 5029.156738
	Iteration 12F: 3 clusters Score -3077744 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -3078619.250000 Penalty: 5029.156738
	Iteration 13Q: 3 clusters Score -3078619 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -3079226.250000 Penalty: 5029.156738
	Iteration 14Q: 3 clusters Score -3079226 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -3079646.500000 Penalty: 5029.156738
	Iteration 15Q: 3 clusters Score -3079646 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -3079842.000000 Penalty: 5029.156738
	Iteration 16Q: 3 clusters Score -3079842 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -3079941.250000 Penalty: 5029.156738
	Iteration 17Q: 3 clusters Score -3079941 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -3080014.000000 Penalty: 5029.156738
	Iteration 18Q: 3 clusters Score -3080014 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -3080067.250000 Penalty: 5029.156738
	Iteration 19Q: 3 clusters Score -3080067 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -3080093.250000 Penalty: 5029.156738
	Iteration 20F: 3 clusters Score -3080093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -3080119.250000 Penalty: 5029.156738
	Iteration 21Q: 3 clusters Score -3080119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3080146.750000 Penalty: 5029.156738
	Iteration 22Q: 3 clusters Score -3080147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -3080168.000000 Penalty: 5029.156738
	Iteration 23Q: 3 clusters Score -3080168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -3080176.500000 Penalty: 5029.156738
	Iteration 24Q: 3 clusters Score -3080176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -3080189.000000 Penalty: 5029.156738
	Iteration 25Q: 3 clusters Score -3080189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -3080197.250000 Penalty: 5029.156738
	Iteration 26Q: 3 clusters Score -3080197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -3080201.000000 Penalty: 5029.156738
	Iteration 27Q: 3 clusters Score -3080201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -3080211.750000 Penalty: 5029.156738
	Iteration 28Q: 3 clusters Score -3080212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -3080223.750000 Penalty: 5029.156738
	Iteration 29Q: 3 clusters Score -3080224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -3080223.250000 Penalty: 5029.156738
	Iteration 30Q: 3 clusters Score -3080223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -3080223.500000 Penalty: 5029.156738
	Iteration 31Q: 3 clusters Score -3080224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -3080227.000000 Penalty: 5029.156738
	Iteration 32Q: 3 clusters Score -3080227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -3080227.000000 Penalty: 5029.156738
	Iteration 33F: 3 clusters Score -3080227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -163881.593750 Penalty: 1816.800293
	Iteration 0F: 2 clusters Score -163881.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -161555.453125 Penalty: 3633.600586
	Iteration 0F: 3 clusters Score -161555.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -162010.484375 Penalty: 3633.600586
	Iteration 1F: 3 clusters Score -162010.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -162253.687500 Penalty: 3633.600586
	Iteration 2F: 3 clusters Score -162253.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -162469.765625 Penalty: 3633.600586
	Iteration 3F: 3 clusters Score -162469.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -162758.562500 Penalty: 3633.600586
	Iteration 4F: 3 clusters Score -162758.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -163190.187500 Penalty: 3633.600586
	Iteration 5F: 3 clusters Score -163190.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -163570.562500 Penalty: 3633.600586
	Iteration 6F: 3 clusters Score -163570.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -163838.015625 Penalty: 3633.600586
	Iteration 7Q: 3 clusters Score -163838 nChanged 41
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: -163944.921875 Penalty: 3633.600586
	Iteration 8Q: 3 clusters Score -163944.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -163964.578125 Penalty: 3633.600586
	Iteration 9Q: 3 clusters Score -163964.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -163969.000000 Penalty: 3633.600586
	Iteration 10Q: 3 clusters Score -163969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -163970.578125 Penalty: 3633.600586
	Iteration 11Q: 3 clusters Score -163970.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -163970.984375 Penalty: 3633.600586
	Iteration 12Q: 3 clusters Score -163971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -163970.984375 Penalty: 3633.600586
	Iteration 13F: 3 clusters Score -163971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 180106 members 
Mstep: Class 3 contains 15968 members 
Mstep: Class 4 contains 9375 members 
Mstep: Class 5 contains 41328 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 4161 members 
Mstep: Class 8 contains 25322 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3526 members 
Mstep: Class 12 contains 861 members 
Mstep: Class 13 contains 17868 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 67201 members 
Mstep: Class 17 contains 222257 members 
Mstep: Class 19 contains 56107 members 
Mstep: Class 20 contains 4451 members 
Mstep: Class 21 contains 6263 members 
Mstep: Class 22 contains 6379 members 
Entering Unmasked Estep 
Score: -80024624.000000 Penalty: 69967.726562
Splitting cluster 9 changes total score from -80025952.000000 to -80024624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -89825.000000 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -89825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -87977.156250 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -87977.16 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -88247.226562 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -88247.23 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -88349.234375 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -88349.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -88408.500000 Penalty: 3339.176514
	Iteration 3Q: 3 clusters Score -88408.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -88441.796875 Penalty: 3339.176514
	Iteration 4Q: 3 clusters Score -88441.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -88463.976562 Penalty: 3339.176514
	Iteration 5Q: 3 clusters Score -88463.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -88473.937500 Penalty: 3339.176514
	Iteration 6Q: 3 clusters Score -88473.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -88489.921875 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -88489.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -88500.257812 Penalty: 3339.176514
	Iteration 8Q: 3 clusters Score -88500.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -88506.476562 Penalty: 3339.176514
	Iteration 9Q: 3 clusters Score -88506.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -88513.773438 Penalty: 3339.176514
	Iteration 10Q: 3 clusters Score -88513.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -88518.960938 Penalty: 3339.176514
	Iteration 11Q: 3 clusters Score -88518.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -88524.617188 Penalty: 3339.176514
	Iteration 12Q: 3 clusters Score -88524.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -88528.773438 Penalty: 3339.176514
	Iteration 13Q: 3 clusters Score -88528.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -88529.875000 Penalty: 3339.176514
	Iteration 14Q: 3 clusters Score -88529.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -88530.976562 Penalty: 3339.176514
	Iteration 15Q: 3 clusters Score -88530.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -88531.679688 Penalty: 3339.176514
	Iteration 16Q: 3 clusters Score -88531.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -88531.679688 Penalty: 3339.176514
	Iteration 17F: 3 clusters Score -88531.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -423089.375000 Penalty: 2025.643921
	Iteration 0F: 2 clusters Score -423089.4 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 1804 members 
Entering Unmasked Estep 
Score: -419502.437500 Penalty: 4051.287842
	Iteration 0F: 3 clusters Score -419502.4 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -420217.968750 Penalty: 4051.287842
	Iteration 1F: 3 clusters Score -420218 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -420389.906250 Penalty: 4051.287842
	Iteration 2F: 3 clusters Score -420389.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -420492.468750 Penalty: 4051.287842
	Iteration 3Q: 3 clusters Score -420492.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -420556.968750 Penalty: 4051.287842
	Iteration 4Q: 3 clusters Score -420557 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -420595.031250 Penalty: 4051.287842
	Iteration 5Q: 3 clusters Score -420595 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -420623.968750 Penalty: 4051.287842
	Iteration 6Q: 3 clusters Score -420624 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -420648.437500 Penalty: 4051.287842
	Iteration 7Q: 3 clusters Score -420648.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -420674.750000 Penalty: 4051.287842
	Iteration 8Q: 3 clusters Score -420674.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -420699.687500 Penalty: 4051.287842
	Iteration 9Q: 3 clusters Score -420699.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -420722.593750 Penalty: 4051.287842
	Iteration 10Q: 3 clusters Score -420722.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -420739.437500 Penalty: 4051.287842
	Iteration 11Q: 3 clusters Score -420739.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -420753.062500 Penalty: 4051.287842
	Iteration 12Q: 3 clusters Score -420753.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -420768.968750 Penalty: 4051.287842
	Iteration 13Q: 3 clusters Score -420769 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -420782.562500 Penalty: 4051.287842
	Iteration 14Q: 3 clusters Score -420782.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -420798.875000 Penalty: 4051.287842
	Iteration 15Q: 3 clusters Score -420798.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -420814.031250 Penalty: 4051.287842
	Iteration 16Q: 3 clusters Score -420814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -420824.062500 Penalty: 4051.287842
	Iteration 17Q: 3 clusters Score -420824.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -420833.218750 Penalty: 4051.287842
	Iteration 18Q: 3 clusters Score -420833.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -420842.750000 Penalty: 4051.287842
	Iteration 19Q: 3 clusters Score -420842.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -420847.625000 Penalty: 4051.287842
	Iteration 20F: 3 clusters Score -420847.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -420855.437500 Penalty: 4051.287842
	Iteration 21Q: 3 clusters Score -420855.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -420863.562500 Penalty: 4051.287842
	Iteration 22Q: 3 clusters Score -420863.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -420869.250000 Penalty: 4051.287842
	Iteration 23Q: 3 clusters Score -420869.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -420878.687500 Penalty: 4051.287842
	Iteration 24Q: 3 clusters Score -420878.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -420892.281250 Penalty: 4051.287842
	Iteration 25Q: 3 clusters Score -420892.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -420907.062500 Penalty: 4051.287842
	Iteration 26Q: 3 clusters Score -420907.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -420918.406250 Penalty: 4051.287842
	Iteration 27Q: 3 clusters Score -420918.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -420926.406250 Penalty: 4051.287842
	Iteration 28Q: 3 clusters Score -420926.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -420930.406250 Penalty: 4051.287842
	Iteration 29Q: 3 clusters Score -420930.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -420935.125000 Penalty: 4051.287842
	Iteration 30Q: 3 clusters Score -420935.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -420937.531250 Penalty: 4051.287842
	Iteration 31Q: 3 clusters Score -420937.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -420941.031250 Penalty: 4051.287842
	Iteration 32Q: 3 clusters Score -420941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -420945.281250 Penalty: 4051.287842
	Iteration 33Q: 3 clusters Score -420945.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -420947.656250 Penalty: 4051.287842
	Iteration 34Q: 3 clusters Score -420947.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -420948.375000 Penalty: 4051.287842
	Iteration 35Q: 3 clusters Score -420948.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -420951.093750 Penalty: 4051.287842
	Iteration 36Q: 3 clusters Score -420951.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -420953.187500 Penalty: 4051.287842
	Iteration 37Q: 3 clusters Score -420953.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -420954.000000 Penalty: 4051.287842
	Iteration 38Q: 3 clusters Score -420954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -420956.031250 Penalty: 4051.287842
	Iteration 39Q: 3 clusters Score -420956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -420960.093750 Penalty: 4051.287842
	Iteration 40F: 3 clusters Score -420960.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -420961.250000 Penalty: 4051.287842
	Iteration 41Q: 3 clusters Score -420961.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -420963.562500 Penalty: 4051.287842
	Iteration 42Q: 3 clusters Score -420963.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -420965.406250 Penalty: 4051.287842
	Iteration 43Q: 3 clusters Score -420965.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -420969.343750 Penalty: 4051.287842
	Iteration 44Q: 3 clusters Score -420969.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -420973.343750 Penalty: 4051.287842
	Iteration 45Q: 3 clusters Score -420973.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -420978.937500 Penalty: 4051.287842
	Iteration 46Q: 3 clusters Score -420978.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -420987.437500 Penalty: 4051.287842
	Iteration 47Q: 3 clusters Score -420987.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -420995.406250 Penalty: 4051.287842
	Iteration 48Q: 3 clusters Score -420995.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -421002.437500 Penalty: 4051.287842
	Iteration 49Q: 3 clusters Score -421002.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -421011.531250 Penalty: 4051.287842
	Iteration 50Q: 3 clusters Score -421011.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -421020.875000 Penalty: 4051.287842
	Iteration 51Q: 3 clusters Score -421020.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -421029.500000 Penalty: 4051.287842
	Iteration 52Q: 3 clusters Score -421029.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -421041.062500 Penalty: 4051.287842
	Iteration 53Q: 3 clusters Score -421041.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -421048.906250 Penalty: 4051.287842
	Iteration 54Q: 3 clusters Score -421048.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -421058.000000 Penalty: 4051.287842
	Iteration 55Q: 3 clusters Score -421058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -421066.843750 Penalty: 4051.287842
	Iteration 56Q: 3 clusters Score -421066.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -421076.968750 Penalty: 4051.287842
	Iteration 57Q: 3 clusters Score -421077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -421088.437500 Penalty: 4051.287842
	Iteration 58Q: 3 clusters Score -421088.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -421101.093750 Penalty: 4051.287842
	Iteration 59Q: 3 clusters Score -421101.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -421115.312500 Penalty: 4051.287842
	Iteration 60F: 3 clusters Score -421115.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -421128.406250 Penalty: 4051.287842
	Iteration 61Q: 3 clusters Score -421128.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -421141.093750 Penalty: 4051.287842
	Iteration 62Q: 3 clusters Score -421141.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -421154.375000 Penalty: 4051.287842
	Iteration 63Q: 3 clusters Score -421154.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -421166.093750 Penalty: 4051.287842
	Iteration 64Q: 3 clusters Score -421166.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -421176.718750 Penalty: 4051.287842
	Iteration 65Q: 3 clusters Score -421176.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -421183.406250 Penalty: 4051.287842
	Iteration 66Q: 3 clusters Score -421183.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -421190.218750 Penalty: 4051.287842
	Iteration 67Q: 3 clusters Score -421190.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -421193.906250 Penalty: 4051.287842
	Iteration 68Q: 3 clusters Score -421193.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -421198.000000 Penalty: 4051.287842
	Iteration 69Q: 3 clusters Score -421198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -421203.468750 Penalty: 4051.287842
	Iteration 70Q: 3 clusters Score -421203.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -421207.656250 Penalty: 4051.287842
	Iteration 71Q: 3 clusters Score -421207.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -421212.375000 Penalty: 4051.287842
	Iteration 72Q: 3 clusters Score -421212.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -421215.562500 Penalty: 4051.287842
	Iteration 73Q: 3 clusters Score -421215.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -421221.875000 Penalty: 4051.287842
	Iteration 74Q: 3 clusters Score -421221.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -421227.281250 Penalty: 4051.287842
	Iteration 75Q: 3 clusters Score -421227.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -421230.156250 Penalty: 4051.287842
	Iteration 76Q: 3 clusters Score -421230.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -421230.062500 Penalty: 4051.287842
	Iteration 77Q: 3 clusters Score -421230.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -421231.656250 Penalty: 4051.287842
	Iteration 78Q: 3 clusters Score -421231.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -421231.781250 Penalty: 4051.287842
	Iteration 79Q: 3 clusters Score -421231.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -421231.781250 Penalty: 4051.287842
	Iteration 80F: 3 clusters Score -421231.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Entering Unmasked Estep 
Score: -2160677.500000 Penalty: 2428.110107
	Iteration 0F: 2 clusters Score -2160678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2148067.250000 Penalty: 4856.220215
	Iteration 0F: 3 clusters Score -2148067 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2151999.250000 Penalty: 4856.220215
	Iteration 1F: 3 clusters Score -2151999 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2152302.750000 Penalty: 4856.220215
	Iteration 2Q: 3 clusters Score -2152303 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2152516.250000 Penalty: 4856.220215
	Iteration 3Q: 3 clusters Score -2152516 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2152676.000000 Penalty: 4856.220215
	Iteration 4Q: 3 clusters Score -2152676 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2152808.000000 Penalty: 4856.220215
	Iteration 5Q: 3 clusters Score -2152808 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2152930.250000 Penalty: 4856.220215
	Iteration 6Q: 3 clusters Score -2152930 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2153046.750000 Penalty: 4856.220215
	Iteration 7Q: 3 clusters Score -2153047 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2153167.500000 Penalty: 4856.220215
	Iteration 8Q: 3 clusters Score -2153168 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2153312.000000 Penalty: 4856.220215
	Iteration 9Q: 3 clusters Score -2153312 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2153450.500000 Penalty: 4856.220215
	Iteration 10Q: 3 clusters Score -2153450 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2153662.250000 Penalty: 4856.220215
	Iteration 11Q: 3 clusters Score -2153662 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2153934.750000 Penalty: 4856.220215
	Iteration 12Q: 3 clusters Score -2153935 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2154296.750000 Penalty: 4856.220215
	Iteration 13Q: 3 clusters Score -2154297 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2154722.000000 Penalty: 4856.220215
	Iteration 14Q: 3 clusters Score -2154722 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2155237.750000 Penalty: 4856.220215
	Iteration 15Q: 3 clusters Score -2155238 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2155906.250000 Penalty: 4856.220215
	Iteration 16F: 3 clusters Score -2155906 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2156615.500000 Penalty: 4856.220215
	Iteration 17F: 3 clusters Score -2156616 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2157240.500000 Penalty: 4856.220215
	Iteration 18Q: 3 clusters Score -2157240 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2157733.250000 Penalty: 4856.220215
	Iteration 19Q: 3 clusters Score -2157733 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2158043.250000 Penalty: 4856.220215
	Iteration 20F: 3 clusters Score -2158043 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2158253.000000 Penalty: 4856.220215
	Iteration 21Q: 3 clusters Score -2158253 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2158357.000000 Penalty: 4856.220215
	Iteration 22Q: 3 clusters Score -2158357 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2158412.000000 Penalty: 4856.220215
	Iteration 23Q: 3 clusters Score -2158412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2158455.000000 Penalty: 4856.220215
	Iteration 24Q: 3 clusters Score -2158455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2158482.250000 Penalty: 4856.220215
	Iteration 25Q: 3 clusters Score -2158482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2158511.250000 Penalty: 4856.220215
	Iteration 26Q: 3 clusters Score -2158511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2158519.750000 Penalty: 4856.220215
	Iteration 27Q: 3 clusters Score -2158520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2158532.750000 Penalty: 4856.220215
	Iteration 28Q: 3 clusters Score -2158533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -2158539.500000 Penalty: 4856.220215
	Iteration 29Q: 3 clusters Score -2158540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -2158546.000000 Penalty: 4856.220215
	Iteration 30Q: 3 clusters Score -2158546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2158544.250000 Penalty: 4856.220215
	Iteration 31Q: 3 clusters Score -2158544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2158544.250000 Penalty: 4856.220215
	Iteration 32F: 3 clusters Score -2158544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -31449.992188 Penalty: 1433.624390
	Iteration 0F: 2 clusters Score -31449.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -30227.771484 Penalty: 2867.248779
	Iteration 0F: 3 clusters Score -30227.77 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30453.861328 Penalty: 2867.248779
	Iteration 1F: 3 clusters Score -30453.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30543.531250 Penalty: 2867.248779
	Iteration 2F: 3 clusters Score -30543.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30583.029297 Penalty: 2867.248779
	Iteration 3Q: 3 clusters Score -30583.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30614.398438 Penalty: 2867.248779
	Iteration 4Q: 3 clusters Score -30614.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30630.218750 Penalty: 2867.248779
	Iteration 5Q: 3 clusters Score -30630.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30630.218750 Penalty: 2867.248779
	Iteration 6F: 3 clusters Score -30630.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Entering Unmasked Estep 
Score: -262896.593750 Penalty: 1921.296875
	Iteration 0F: 2 clusters Score -262896.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -260047.750000 Penalty: 3842.593750
	Iteration 0F: 3 clusters Score -260047.8 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -260623.109375 Penalty: 3842.593750
	Iteration 1F: 3 clusters Score -260623.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -260864.562500 Penalty: 3842.593750
	Iteration 2F: 3 clusters Score -260864.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -261083.265625 Penalty: 3842.593750
	Iteration 3F: 3 clusters Score -261083.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -261327.359375 Penalty: 3842.593750
	Iteration 4F: 3 clusters Score -261327.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -261489.296875 Penalty: 3842.593750
	Iteration 5Q: 3 clusters Score -261489.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -261632.328125 Penalty: 3842.593750
	Iteration 6Q: 3 clusters Score -261632.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -261765.218750 Penalty: 3842.593750
	Iteration 7Q: 3 clusters Score -261765.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -261882.375000 Penalty: 3842.593750
	Iteration 8Q: 3 clusters Score -261882.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -261956.640625 Penalty: 3842.593750
	Iteration 9Q: 3 clusters Score -261956.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -262030.843750 Penalty: 3842.593750
	Iteration 10Q: 3 clusters Score -262030.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -262096.921875 Penalty: 3842.593750
	Iteration 11Q: 3 clusters Score -262096.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -262164.812500 Penalty: 3842.593750
	Iteration 12Q: 3 clusters Score -262164.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -262234.968750 Penalty: 3842.593750
	Iteration 13Q: 3 clusters Score -262235 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -262297.812500 Penalty: 3842.593750
	Iteration 14Q: 3 clusters Score -262297.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -262380.968750 Penalty: 3842.593750
	Iteration 15Q: 3 clusters Score -262381 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -262448.500000 Penalty: 3842.593750
	Iteration 16Q: 3 clusters Score -262448.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -262479.093750 Penalty: 3842.593750
	Iteration 17Q: 3 clusters Score -262479.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -262492.500000 Penalty: 3842.593750
	Iteration 18Q: 3 clusters Score -262492.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -262508.875000 Penalty: 3842.593750
	Iteration 19Q: 3 clusters Score -262508.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -262521.875000 Penalty: 3842.593750
	Iteration 20F: 3 clusters Score -262521.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -262528.625000 Penalty: 3842.593750
	Iteration 21Q: 3 clusters Score -262528.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -262530.062500 Penalty: 3842.593750
	Iteration 22Q: 3 clusters Score -262530.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -262530.812500 Penalty: 3842.593750
	Iteration 23Q: 3 clusters Score -262530.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -262532.843750 Penalty: 3842.593750
	Iteration 24Q: 3 clusters Score -262532.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -262535.156250 Penalty: 3842.593750
	Iteration 25Q: 3 clusters Score -262535.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -262536.156250 Penalty: 3842.593750
	Iteration 26Q: 3 clusters Score -262536.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -262537.437500 Penalty: 3842.593750
	Iteration 27Q: 3 clusters Score -262537.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -262538.718750 Penalty: 3842.593750
	Iteration 28Q: 3 clusters Score -262538.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -262543.093750 Penalty: 3842.593750
	Iteration 29Q: 3 clusters Score -262543.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -262548.468750 Penalty: 3842.593750
	Iteration 30Q: 3 clusters Score -262548.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -262554.218750 Penalty: 3842.593750
	Iteration 31Q: 3 clusters Score -262554.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -262556.062500 Penalty: 3842.593750
	Iteration 32Q: 3 clusters Score -262556.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -262556.843750 Penalty: 3842.593750
	Iteration 33Q: 3 clusters Score -262556.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -262556.843750 Penalty: 3842.593750
	Iteration 34F: 3 clusters Score -262556.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67201 members 
Entering Unmasked Estep 
Score: -8078109.500000 Penalty: 2756.629883
	Iteration 0F: 2 clusters Score -8078110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -8032973.000000 Penalty: 5513.259766
	Iteration 0F: 3 clusters Score -8032973 nChanged 31464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -8050642.500000 Penalty: 5513.259766
	Iteration 1F: 3 clusters Score -8050642 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -8051310.500000 Penalty: 5513.259766
	Iteration 2Q: 3 clusters Score -8051310 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -8052091.500000 Penalty: 5513.259766
	Iteration 3Q: 3 clusters Score -8052092 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -8053284.000000 Penalty: 5513.259766
	Iteration 4Q: 3 clusters Score -8053284 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -8055038.000000 Penalty: 5513.259766
	Iteration 5Q: 3 clusters Score -8055038 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -8057568.500000 Penalty: 5513.259766
	Iteration 6F: 3 clusters Score -8057568 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -8060856.500000 Penalty: 5513.259766
	Iteration 7F: 3 clusters Score -8060856 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -8064849.500000 Penalty: 5513.259766
	Iteration 8F: 3 clusters Score -8064850 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -8069113.500000 Penalty: 5513.259766
	Iteration 9F: 3 clusters Score -8069114 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 53496 members 
Entering Unmasked Estep 
Score: -8072485.500000 Penalty: 5513.259766
	Iteration 10Q: 3 clusters Score -8072486 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 55188 members 
Entering Unmasked Estep 
Score: -8074325.500000 Penalty: 5513.259766
	Iteration 11Q: 3 clusters Score -8074326 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -8075344.500000 Penalty: 5513.259766
	Iteration 12Q: 3 clusters Score -8075344 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 57364 members 
Entering Unmasked Estep 
Score: -8075983.000000 Penalty: 5513.259766
	Iteration 13Q: 3 clusters Score -8075983 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 58149 members 
Entering Unmasked Estep 
Score: -8076405.500000 Penalty: 5513.259766
	Iteration 14Q: 3 clusters Score -8076406 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 58746 members 
Entering Unmasked Estep 
Score: -8076677.000000 Penalty: 5513.259766
	Iteration 15Q: 3 clusters Score -8076677 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 59234 members 
Entering Unmasked Estep 
Score: -8076833.000000 Penalty: 5513.259766
	Iteration 16Q: 3 clusters Score -8076833 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -8076942.500000 Penalty: 5513.259766
	Iteration 17Q: 3 clusters Score -8076942 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 60049 members 
Entering Unmasked Estep 
Score: -8077059.000000 Penalty: 5513.259766
	Iteration 18Q: 3 clusters Score -8077059 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 60359 members 
Entering Unmasked Estep 
Score: -8077136.000000 Penalty: 5513.259766
	Iteration 19Q: 3 clusters Score -8077136 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 60646 members 
Entering Unmasked Estep 
Score: -8077213.000000 Penalty: 5513.259766
	Iteration 20F: 3 clusters Score -8077213 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 60915 members 
Entering Unmasked Estep 
Score: -8077281.000000 Penalty: 5513.259766
	Iteration 21Q: 3 clusters Score -8077281 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 61118 members 
Entering Unmasked Estep 
Score: -8077315.500000 Penalty: 5513.259766
	Iteration 22Q: 3 clusters Score -8077316 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 61312 members 
Entering Unmasked Estep 
Score: -8077351.500000 Penalty: 5513.259766
	Iteration 23Q: 3 clusters Score -8077352 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 61450 members 
Entering Unmasked Estep 
Score: -8077372.000000 Penalty: 5513.259766
	Iteration 24Q: 3 clusters Score -8077372 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 61558 members 
Entering Unmasked Estep 
Score: -8077393.000000 Penalty: 5513.259766
	Iteration 25Q: 3 clusters Score -8077393 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -8077388.000000 Penalty: 5513.259766
	Iteration 26Q: 3 clusters Score -8077388 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 61736 members 
Entering Unmasked Estep 
Score: -8077398.500000 Penalty: 5513.259766
	Iteration 27Q: 3 clusters Score -8077398 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 61817 members 
Entering Unmasked Estep 
Score: -8077411.500000 Penalty: 5513.259766
	Iteration 28Q: 3 clusters Score -8077412 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 61883 members 
Entering Unmasked Estep 
Score: -8077427.000000 Penalty: 5513.259766
	Iteration 29Q: 3 clusters Score -8077427 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 61947 members 
Entering Unmasked Estep 
Score: -8077450.000000 Penalty: 5513.259766
	Iteration 30Q: 3 clusters Score -8077450 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 62000 members 
Entering Unmasked Estep 
Score: -8077444.000000 Penalty: 5513.259766
	Iteration 31Q: 3 clusters Score -8077444 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 62053 members 
Entering Unmasked Estep 
Score: -8077446.500000 Penalty: 5513.259766
	Iteration 32Q: 3 clusters Score -8077446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -8077441.500000 Penalty: 5513.259766
	Iteration 33Q: 3 clusters Score -8077442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 62120 members 
Entering Unmasked Estep 
Score: -8077447.500000 Penalty: 5513.259766
	Iteration 34Q: 3 clusters Score -8077448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 62141 members 
Entering Unmasked Estep 
Score: -8077449.500000 Penalty: 5513.259766
	Iteration 35Q: 3 clusters Score -8077450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 62167 members 
Entering Unmasked Estep 
Score: -8077465.000000 Penalty: 5513.259766
	Iteration 36Q: 3 clusters Score -8077465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 62189 members 
Entering Unmasked Estep 
Score: -8077462.500000 Penalty: 5513.259766
	Iteration 37Q: 3 clusters Score -8077462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 62204 members 
Entering Unmasked Estep 
Score: -8077466.000000 Penalty: 5513.259766
	Iteration 38Q: 3 clusters Score -8077466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 62221 members 
Entering Unmasked Estep 
Score: -8077461.000000 Penalty: 5513.259766
	Iteration 39Q: 3 clusters Score -8077461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 62235 members 
Entering Unmasked Estep 
Score: -8077460.000000 Penalty: 5513.259766
	Iteration 40F: 3 clusters Score -8077460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 62242 members 
Entering Unmasked Estep 
Score: -8077464.000000 Penalty: 5513.259766
	Iteration 41Q: 3 clusters Score -8077464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 62248 members 
Entering Unmasked Estep 
Score: -8077468.000000 Penalty: 5513.259766
	Iteration 42Q: 3 clusters Score -8077468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 62253 members 
Entering Unmasked Estep 
Score: -8077469.500000 Penalty: 5513.259766
	Iteration 43Q: 3 clusters Score -8077470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 62259 members 
Entering Unmasked Estep 
Score: -8077469.500000 Penalty: 5513.259766
	Iteration 44Q: 3 clusters Score -8077470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 62263 members 
Entering Unmasked Estep 
Score: -8077471.500000 Penalty: 5513.259766
	Iteration 45Q: 3 clusters Score -8077472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 62266 members 
Entering Unmasked Estep 
Score: -8077476.000000 Penalty: 5513.259766
	Iteration 46Q: 3 clusters Score -8077476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 62269 members 
Entering Unmasked Estep 
Score: -8077469.500000 Penalty: 5513.259766
	Iteration 47Q: 3 clusters Score -8077470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -8077474.000000 Penalty: 5513.259766
	Iteration 48Q: 3 clusters Score -8077474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 62273 members 
Entering Unmasked Estep 
Score: -8077473.000000 Penalty: 5513.259766
	Iteration 49Q: 3 clusters Score -8077473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 62275 members 
Entering Unmasked Estep 
Score: -8077471.000000 Penalty: 5513.259766
	Iteration 50Q: 3 clusters Score -8077471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 62276 members 
Entering Unmasked Estep 
Score: -8077472.000000 Penalty: 5513.259766
	Iteration 51Q: 3 clusters Score -8077472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 62277 members 
Entering Unmasked Estep 
Score: -8077475.000000 Penalty: 5513.259766
	Iteration 52Q: 3 clusters Score -8077475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 62278 members 
Entering Unmasked Estep 
Score: -8077472.500000 Penalty: 5513.259766
	Iteration 53Q: 3 clusters Score -8077472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 62279 members 
Entering Unmasked Estep 
Score: -8077475.500000 Penalty: 5513.259766
	Iteration 54Q: 3 clusters Score -8077476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 62280 members 
Entering Unmasked Estep 
Score: -8077474.500000 Penalty: 5513.259766
	Iteration 55Q: 3 clusters Score -8077474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 62282 members 
Entering Unmasked Estep 
Score: -8077473.500000 Penalty: 5513.259766
	Iteration 56Q: 3 clusters Score -8077474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 62283 members 
Entering Unmasked Estep 
Score: -8077481.000000 Penalty: 5513.259766
	Iteration 57Q: 3 clusters Score -8077481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 62284 members 
Entering Unmasked Estep 
Score: -8077482.000000 Penalty: 5513.259766
	Iteration 58Q: 3 clusters Score -8077482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 62284 members 
Entering Unmasked Estep 
Score: -8077482.000000 Penalty: 5513.259766
	Iteration 59F: 3 clusters Score -8077482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (222257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222257 members 
Entering Unmasked Estep 
Score: -26447726.000000 Penalty: 3053.274170
	Iteration 0F: 2 clusters Score -2.644773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111037 members 
Mstep: Class 2 contains 111220 members 
Entering Unmasked Estep 
Score: -26311724.000000 Penalty: 6106.548340
	Iteration 0F: 3 clusters Score -2.631172e+07 nChanged 107150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110347 members 
Mstep: Class 2 contains 111910 members 
Entering Unmasked Estep 
Score: -26376954.000000 Penalty: 6106.548340
	Iteration 1F: 3 clusters Score -2.637695e+07 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110138 members 
Mstep: Class 2 contains 112119 members 
Entering Unmasked Estep 
Score: -26381246.000000 Penalty: 6106.548340
	Iteration 2Q: 3 clusters Score -2.638125e+07 nChanged 11715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109313 members 
Mstep: Class 2 contains 112944 members 
Entering Unmasked Estep 
Score: -26387424.000000 Penalty: 6106.548340
	Iteration 3F: 3 clusters Score -2.638742e+07 nChanged 14128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107957 members 
Mstep: Class 2 contains 114300 members 
Entering Unmasked Estep 
Score: -26396384.000000 Penalty: 6106.548340
	Iteration 4F: 3 clusters Score -2.639638e+07 nChanged 16643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106436 members 
Mstep: Class 2 contains 115821 members 
Entering Unmasked Estep 
Score: -26408698.000000 Penalty: 6106.548340
	Iteration 5F: 3 clusters Score -2.64087e+07 nChanged 17783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105531 members 
Mstep: Class 2 contains 116726 members 
Entering Unmasked Estep 
Score: -26422378.000000 Penalty: 6106.548340
	Iteration 6F: 3 clusters Score -2.642238e+07 nChanged 15595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106284 members 
Mstep: Class 2 contains 115973 members 
Entering Unmasked Estep 
Score: -26431488.000000 Penalty: 6106.548340
	Iteration 7F: 3 clusters Score -2.643149e+07 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108998 members 
Mstep: Class 2 contains 113259 members 
Entering Unmasked Estep 
Score: -26435048.000000 Penalty: 6106.548340
	Iteration 8Q: 3 clusters Score -2.643505e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112941 members 
Mstep: Class 2 contains 109316 members 
Entering Unmasked Estep 
Score: -26436180.000000 Penalty: 6106.548340
	Iteration 9Q: 3 clusters Score -2.643618e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117092 members 
Mstep: Class 2 contains 105165 members 
Entering Unmasked Estep 
Score: -26436262.000000 Penalty: 6106.548340
	Iteration 10Q: 3 clusters Score -2.643626e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121497 members 
Mstep: Class 2 contains 100760 members 
Entering Unmasked Estep 
Score: -26436534.000000 Penalty: 6106.548340
	Iteration 11Q: 3 clusters Score -2.643653e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125604 members 
Mstep: Class 2 contains 96653 members 
Entering Unmasked Estep 
Score: -26436608.000000 Penalty: 6106.548340
	Iteration 12Q: 3 clusters Score -2.643661e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129167 members 
Mstep: Class 2 contains 93090 members 
Entering Unmasked Estep 
Score: -26436660.000000 Penalty: 6106.548340
	Iteration 13Q: 3 clusters Score -2.643666e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132405 members 
Mstep: Class 2 contains 89852 members 
Entering Unmasked Estep 
Score: -26436806.000000 Penalty: 6106.548340
	Iteration 14Q: 3 clusters Score -2.643681e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135644 members 
Mstep: Class 2 contains 86613 members 
Entering Unmasked Estep 
Score: -26436746.000000 Penalty: 6106.548340
	Iteration 15Q: 3 clusters Score -2.643675e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139035 members 
Mstep: Class 2 contains 83222 members 
Entering Unmasked Estep 
Score: -26436590.000000 Penalty: 6106.548340
	Iteration 16Q: 3 clusters Score -2.643659e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142564 members 
Mstep: Class 2 contains 79693 members 
Entering Unmasked Estep 
Score: -26436402.000000 Penalty: 6106.548340
	Iteration 17Q: 3 clusters Score -2.64364e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146165 members 
Mstep: Class 2 contains 76092 members 
Entering Unmasked Estep 
Score: -26436562.000000 Penalty: 6106.548340
	Iteration 18Q: 3 clusters Score -2.643656e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149662 members 
Mstep: Class 2 contains 72595 members 
Entering Unmasked Estep 
Score: -26436376.000000 Penalty: 6106.548340
	Iteration 19Q: 3 clusters Score -2.643638e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153105 members 
Mstep: Class 2 contains 69152 members 
Entering Unmasked Estep 
Score: -26436396.000000 Penalty: 6106.548340
	Iteration 20F: 3 clusters Score -2.64364e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156480 members 
Mstep: Class 2 contains 65777 members 
Entering Unmasked Estep 
Score: -26436272.000000 Penalty: 6106.548340
	Iteration 21Q: 3 clusters Score -2.643627e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159784 members 
Mstep: Class 2 contains 62473 members 
Entering Unmasked Estep 
Score: -26436364.000000 Penalty: 6106.548340
	Iteration 22Q: 3 clusters Score -2.643636e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162982 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -26436538.000000 Penalty: 6106.548340
	Iteration 23Q: 3 clusters Score -2.643654e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166460 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -26436630.000000 Penalty: 6106.548340
	Iteration 24Q: 3 clusters Score -2.643663e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170067 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -26436468.000000 Penalty: 6106.548340
	Iteration 25Q: 3 clusters Score -2.643647e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173872 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -26436452.000000 Penalty: 6106.548340
	Iteration 26Q: 3 clusters Score -2.643645e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177748 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -26436676.000000 Penalty: 6106.548340
	Iteration 27Q: 3 clusters Score -2.643668e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181663 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -26436854.000000 Penalty: 6106.548340
	Iteration 28Q: 3 clusters Score -2.643685e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185487 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -26437028.000000 Penalty: 6106.548340
	Iteration 29Q: 3 clusters Score -2.643703e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189201 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -26437598.000000 Penalty: 6106.548340
	Iteration 30Q: 3 clusters Score -2.64376e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192770 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -26440352.000000 Penalty: 6106.548340
	Iteration 31Q: 3 clusters Score -2.644035e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196008 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -26442432.000000 Penalty: 6106.548340
	Iteration 32Q: 3 clusters Score -2.644243e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198833 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -26444182.000000 Penalty: 6106.548340
	Iteration 33Q: 3 clusters Score -2.644418e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201438 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -26445634.000000 Penalty: 6106.548340
	Iteration 34Q: 3 clusters Score -2.644563e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203837 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -26446690.000000 Penalty: 6106.548340
	Iteration 35Q: 3 clusters Score -2.644669e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205953 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -26447566.000000 Penalty: 6106.548340
	Iteration 36Q: 3 clusters Score -2.644757e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207846 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -26448204.000000 Penalty: 6106.548340
	Iteration 37Q: 3 clusters Score -2.64482e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209509 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -26448524.000000 Penalty: 6106.548340
	Iteration 38Q: 3 clusters Score -2.644852e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210990 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -26448784.000000 Penalty: 6106.548340
	Iteration 39Q: 3 clusters Score -2.644878e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212257 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -26448914.000000 Penalty: 6106.548340
	Iteration 40F: 3 clusters Score -2.644891e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213378 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -26449016.000000 Penalty: 6106.548340
	Iteration 41Q: 3 clusters Score -2.644902e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214340 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -26448986.000000 Penalty: 6106.548340
	Iteration 42Q: 3 clusters Score -2.644899e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215168 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -26448696.000000 Penalty: 6106.548340
	Iteration 43Q: 3 clusters Score -2.64487e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215839 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -26448590.000000 Penalty: 6106.548340
	Iteration 44Q: 3 clusters Score -2.644859e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216387 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -26448422.000000 Penalty: 6106.548340
	Iteration 45Q: 3 clusters Score -2.644842e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216810 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -26448290.000000 Penalty: 6106.548340
	Iteration 46Q: 3 clusters Score -2.644829e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217192 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -26448258.000000 Penalty: 6106.548340
	Iteration 47Q: 3 clusters Score -2.644826e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217510 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -26448194.000000 Penalty: 6106.548340
	Iteration 48Q: 3 clusters Score -2.644819e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217748 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -26448134.000000 Penalty: 6106.548340
	Iteration 49Q: 3 clusters Score -2.644813e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217956 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -26448084.000000 Penalty: 6106.548340
	Iteration 50Q: 3 clusters Score -2.644808e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218137 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -26448044.000000 Penalty: 6106.548340
	Iteration 51Q: 3 clusters Score -2.644804e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218282 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -26447966.000000 Penalty: 6106.548340
	Iteration 52Q: 3 clusters Score -2.644797e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218413 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -26447970.000000 Penalty: 6106.548340
	Iteration 53Q: 3 clusters Score -2.644797e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218547 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -26447952.000000 Penalty: 6106.548340
	Iteration 54Q: 3 clusters Score -2.644795e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218655 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -26447874.000000 Penalty: 6106.548340
	Iteration 55Q: 3 clusters Score -2.644787e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218748 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -26447716.000000 Penalty: 6106.548340
	Iteration 56Q: 3 clusters Score -2.644772e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218837 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -26447678.000000 Penalty: 6106.548340
	Iteration 57Q: 3 clusters Score -2.644768e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218920 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -26447646.000000 Penalty: 6106.548340
	Iteration 58Q: 3 clusters Score -2.644765e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218987 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -26447630.000000 Penalty: 6106.548340
	Iteration 59Q: 3 clusters Score -2.644763e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219044 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -26447590.000000 Penalty: 6106.548340
	Iteration 60F: 3 clusters Score -2.644759e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219105 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -26447616.000000 Penalty: 6106.548340
	Iteration 61Q: 3 clusters Score -2.644762e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219138 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -26447610.000000 Penalty: 6106.548340
	Iteration 62Q: 3 clusters Score -2.644761e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219175 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -26447564.000000 Penalty: 6106.548340
	Iteration 63Q: 3 clusters Score -2.644756e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219197 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -26447586.000000 Penalty: 6106.548340
	Iteration 64Q: 3 clusters Score -2.644759e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219224 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -26447550.000000 Penalty: 6106.548340
	Iteration 65Q: 3 clusters Score -2.644755e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219248 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -26447506.000000 Penalty: 6106.548340
	Iteration 66Q: 3 clusters Score -2.644751e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219267 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -26447510.000000 Penalty: 6106.548340
	Iteration 67Q: 3 clusters Score -2.644751e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219290 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -26447544.000000 Penalty: 6106.548340
	Iteration 68Q: 3 clusters Score -2.644754e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219306 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -26447550.000000 Penalty: 6106.548340
	Iteration 69Q: 3 clusters Score -2.644755e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219320 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -26447534.000000 Penalty: 6106.548340
	Iteration 70Q: 3 clusters Score -2.644753e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219331 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -26447552.000000 Penalty: 6106.548340
	Iteration 71Q: 3 clusters Score -2.644755e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219339 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -26447532.000000 Penalty: 6106.548340
	Iteration 72Q: 3 clusters Score -2.644753e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219350 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -26447496.000000 Penalty: 6106.548340
	Iteration 73Q: 3 clusters Score -2.64475e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219356 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -26447472.000000 Penalty: 6106.548340
	Iteration 74Q: 3 clusters Score -2.644747e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219367 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -26447464.000000 Penalty: 6106.548340
	Iteration 75Q: 3 clusters Score -2.644746e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219376 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -26447442.000000 Penalty: 6106.548340
	Iteration 76Q: 3 clusters Score -2.644744e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219385 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -26447452.000000 Penalty: 6106.548340
	Iteration 77Q: 3 clusters Score -2.644745e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219390 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -26447458.000000 Penalty: 6106.548340
	Iteration 78Q: 3 clusters Score -2.644746e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219392 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -26447462.000000 Penalty: 6106.548340
	Iteration 79Q: 3 clusters Score -2.644746e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219397 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -26447470.000000 Penalty: 6106.548340
	Iteration 80F: 3 clusters Score -2.644747e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219403 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -26447482.000000 Penalty: 6106.548340
	Iteration 81Q: 3 clusters Score -2.644748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219408 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -26447482.000000 Penalty: 6106.548340
	Iteration 82Q: 3 clusters Score -2.644748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219411 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -26447470.000000 Penalty: 6106.548340
	Iteration 83Q: 3 clusters Score -2.644747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219417 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -26447468.000000 Penalty: 6106.548340
	Iteration 84Q: 3 clusters Score -2.644747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219424 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -26447454.000000 Penalty: 6106.548340
	Iteration 85Q: 3 clusters Score -2.644745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219427 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -26447452.000000 Penalty: 6106.548340
	Iteration 86Q: 3 clusters Score -2.644745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219429 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -26447442.000000 Penalty: 6106.548340
	Iteration 87Q: 3 clusters Score -2.644744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219434 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -26447440.000000 Penalty: 6106.548340
	Iteration 88Q: 3 clusters Score -2.644744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219438 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -26447446.000000 Penalty: 6106.548340
	Iteration 89Q: 3 clusters Score -2.644745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219448 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -26447448.000000 Penalty: 6106.548340
	Iteration 90Q: 3 clusters Score -2.644745e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219458 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -26447446.000000 Penalty: 6106.548340
	Iteration 91Q: 3 clusters Score -2.644745e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219473 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -26447444.000000 Penalty: 6106.548340
	Iteration 92Q: 3 clusters Score -2.644744e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219478 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -26447444.000000 Penalty: 6106.548340
	Iteration 93Q: 3 clusters Score -2.644744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219480 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -26447450.000000 Penalty: 6106.548340
	Iteration 94Q: 3 clusters Score -2.644745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219485 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -26447430.000000 Penalty: 6106.548340
	Iteration 95Q: 3 clusters Score -2.644743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219491 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -26447430.000000 Penalty: 6106.548340
	Iteration 96Q: 3 clusters Score -2.644743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219499 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -26447426.000000 Penalty: 6106.548340
	Iteration 97Q: 3 clusters Score -2.644743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219502 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -26447416.000000 Penalty: 6106.548340
	Iteration 98Q: 3 clusters Score -2.644742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219507 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -26447426.000000 Penalty: 6106.548340
	Iteration 99Q: 3 clusters Score -2.644743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219511 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -26447444.000000 Penalty: 6106.548340
	Iteration 100F: 3 clusters Score -2.644744e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219521 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -26447438.000000 Penalty: 6106.548340
	Iteration 101Q: 3 clusters Score -2.644744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219524 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -26447448.000000 Penalty: 6106.548340
	Iteration 102Q: 3 clusters Score -2.644745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219528 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -26447450.000000 Penalty: 6106.548340
	Iteration 103Q: 3 clusters Score -2.644745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219532 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -26447446.000000 Penalty: 6106.548340
	Iteration 104Q: 3 clusters Score -2.644745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219536 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -26447450.000000 Penalty: 6106.548340
	Iteration 105Q: 3 clusters Score -2.644745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219539 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -26447452.000000 Penalty: 6106.548340
	Iteration 106Q: 3 clusters Score -2.644745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219544 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -26447456.000000 Penalty: 6106.548340
	Iteration 107Q: 3 clusters Score -2.644746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219548 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -26447450.000000 Penalty: 6106.548340
	Iteration 108Q: 3 clusters Score -2.644745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219551 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -26447448.000000 Penalty: 6106.548340
	Iteration 109Q: 3 clusters Score -2.644745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219553 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -26447458.000000 Penalty: 6106.548340
	Iteration 110Q: 3 clusters Score -2.644746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219557 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -26447440.000000 Penalty: 6106.548340
	Iteration 111Q: 3 clusters Score -2.644744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219562 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -26447424.000000 Penalty: 6106.548340
	Iteration 112Q: 3 clusters Score -2.644742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219561 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -26447428.000000 Penalty: 6106.548340
	Iteration 113Q: 3 clusters Score -2.644743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219563 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -26447440.000000 Penalty: 6106.548340
	Iteration 114Q: 3 clusters Score -2.644744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219564 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -26447428.000000 Penalty: 6106.548340
	Iteration 115Q: 3 clusters Score -2.644743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219565 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -26447428.000000 Penalty: 6106.548340
	Iteration 116Q: 3 clusters Score -2.644743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219566 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -26447446.000000 Penalty: 6106.548340
	Iteration 117Q: 3 clusters Score -2.644745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219566 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -26447446.000000 Penalty: 6106.548340
	Iteration 118F: 3 clusters Score -2.644745e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (56107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56107 members 
Entering Unmasked Estep 
Score: -6582429.500000 Penalty: 2711.883789
	Iteration 0F: 2 clusters Score -6582430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -6544751.500000 Penalty: 5423.767578
	Iteration 0F: 3 clusters Score -6544752 nChanged 25943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -6559213.000000 Penalty: 5423.767578
	Iteration 1F: 3 clusters Score -6559213 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -6559886.000000 Penalty: 5423.767578
	Iteration 2Q: 3 clusters Score -6559886 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -6560624.000000 Penalty: 5423.767578
	Iteration 3Q: 3 clusters Score -6560624 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -6561372.000000 Penalty: 5423.767578
	Iteration 4Q: 3 clusters Score -6561372 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -6562332.000000 Penalty: 5423.767578
	Iteration 5Q: 3 clusters Score -6562332 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -6563500.500000 Penalty: 5423.767578
	Iteration 6Q: 3 clusters Score -6563500 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -6564857.500000 Penalty: 5423.767578
	Iteration 7Q: 3 clusters Score -6564858 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -6566547.500000 Penalty: 5423.767578
	Iteration 8F: 3 clusters Score -6566548 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -6568612.500000 Penalty: 5423.767578
	Iteration 9F: 3 clusters Score -6568612 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -6571127.000000 Penalty: 5423.767578
	Iteration 10F: 3 clusters Score -6571127 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -6573334.000000 Penalty: 5423.767578
	Iteration 11Q: 3 clusters Score -6573334 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -6574930.500000 Penalty: 5423.767578
	Iteration 12Q: 3 clusters Score -6574930 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -6576053.000000 Penalty: 5423.767578
	Iteration 13Q: 3 clusters Score -6576053 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 47910 members 
Entering Unmasked Estep 
Score: -6576980.000000 Penalty: 5423.767578
	Iteration 14Q: 3 clusters Score -6576980 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 48921 members 
Entering Unmasked Estep 
Score: -6577729.000000 Penalty: 5423.767578
	Iteration 15Q: 3 clusters Score -6577729 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -6578334.000000 Penalty: 5423.767578
	Iteration 16Q: 3 clusters Score -6578334 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -6578768.500000 Penalty: 5423.767578
	Iteration 17Q: 3 clusters Score -6578768 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -6579109.000000 Penalty: 5423.767578
	Iteration 18Q: 3 clusters Score -6579109 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
Score: -6579363.000000 Penalty: 5423.767578
	Iteration 19Q: 3 clusters Score -6579363 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -6579515.000000 Penalty: 5423.767578
	Iteration 20F: 3 clusters Score -6579515 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -6579648.500000 Penalty: 5423.767578
	Iteration 21Q: 3 clusters Score -6579648 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 52512 members 
Entering Unmasked Estep 
Score: -6579718.000000 Penalty: 5423.767578
	Iteration 22Q: 3 clusters Score -6579718 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -6579813.500000 Penalty: 5423.767578
	Iteration 23Q: 3 clusters Score -6579814 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -6579855.500000 Penalty: 5423.767578
	Iteration 24Q: 3 clusters Score -6579856 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 53057 members 
Entering Unmasked Estep 
Score: -6579890.500000 Penalty: 5423.767578
	Iteration 25Q: 3 clusters Score -6579890 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 53204 members 
Entering Unmasked Estep 
Score: -6579956.500000 Penalty: 5423.767578
	Iteration 26Q: 3 clusters Score -6579956 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 53325 members 
Entering Unmasked Estep 
Score: -6579997.500000 Penalty: 5423.767578
	Iteration 27Q: 3 clusters Score -6579998 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 53431 members 
Entering Unmasked Estep 
Score: -6580043.500000 Penalty: 5423.767578
	Iteration 28Q: 3 clusters Score -6580044 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 53522 members 
Entering Unmasked Estep 
Score: -6580075.500000 Penalty: 5423.767578
	Iteration 29Q: 3 clusters Score -6580076 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -6580096.500000 Penalty: 5423.767578
	Iteration 30Q: 3 clusters Score -6580096 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 53653 members 
Entering Unmasked Estep 
Score: -6580108.000000 Penalty: 5423.767578
	Iteration 31Q: 3 clusters Score -6580108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -6580108.000000 Penalty: 5423.767578
	Iteration 32Q: 3 clusters Score -6580108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 53718 members 
Entering Unmasked Estep 
Score: -6580124.500000 Penalty: 5423.767578
	Iteration 33Q: 3 clusters Score -6580124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -6580125.500000 Penalty: 5423.767578
	Iteration 34Q: 3 clusters Score -6580126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 53757 members 
Entering Unmasked Estep 
Score: -6580140.000000 Penalty: 5423.767578
	Iteration 35Q: 3 clusters Score -6580140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -6580132.000000 Penalty: 5423.767578
	Iteration 36Q: 3 clusters Score -6580132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -6580141.500000 Penalty: 5423.767578
	Iteration 37Q: 3 clusters Score -6580142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -6580145.500000 Penalty: 5423.767578
	Iteration 38Q: 3 clusters Score -6580146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 53830 members 
Entering Unmasked Estep 
Score: -6580147.000000 Penalty: 5423.767578
	Iteration 39Q: 3 clusters Score -6580147 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -6580153.500000 Penalty: 5423.767578
	Iteration 40F: 3 clusters Score -6580154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
Score: -6580164.000000 Penalty: 5423.767578
	Iteration 41Q: 3 clusters Score -6580164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 53891 members 
Entering Unmasked Estep 
Score: -6580170.500000 Penalty: 5423.767578
	Iteration 42Q: 3 clusters Score -6580170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 53900 members 
Entering Unmasked Estep 
Score: -6580175.000000 Penalty: 5423.767578
	Iteration 43Q: 3 clusters Score -6580175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 53909 members 
Entering Unmasked Estep 
Score: -6580175.000000 Penalty: 5423.767578
	Iteration 44Q: 3 clusters Score -6580175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -6580174.500000 Penalty: 5423.767578
	Iteration 45Q: 3 clusters Score -6580174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 53927 members 
Entering Unmasked Estep 
Score: -6580178.500000 Penalty: 5423.767578
	Iteration 46Q: 3 clusters Score -6580178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -6580176.500000 Penalty: 5423.767578
	Iteration 47Q: 3 clusters Score -6580176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -6580178.000000 Penalty: 5423.767578
	Iteration 48Q: 3 clusters Score -6580178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 53950 members 
Entering Unmasked Estep 
Score: -6580178.500000 Penalty: 5423.767578
	Iteration 49Q: 3 clusters Score -6580178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -6580185.000000 Penalty: 5423.767578
	Iteration 50Q: 3 clusters Score -6580185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -6580183.500000 Penalty: 5423.767578
	Iteration 51Q: 3 clusters Score -6580184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -6580182.500000 Penalty: 5423.767578
	Iteration 52Q: 3 clusters Score -6580182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 53971 members 
Entering Unmasked Estep 
Score: -6580173.000000 Penalty: 5423.767578
	Iteration 53Q: 3 clusters Score -6580173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -6580169.500000 Penalty: 5423.767578
	Iteration 54Q: 3 clusters Score -6580170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -6580170.000000 Penalty: 5423.767578
	Iteration 55Q: 3 clusters Score -6580170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -6580178.500000 Penalty: 5423.767578
	Iteration 56Q: 3 clusters Score -6580178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 54002 members 
Entering Unmasked Estep 
Score: -6580174.500000 Penalty: 5423.767578
	Iteration 57Q: 3 clusters Score -6580174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -6580177.500000 Penalty: 5423.767578
	Iteration 58Q: 3 clusters Score -6580178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
Score: -6580175.500000 Penalty: 5423.767578
	Iteration 59Q: 3 clusters Score -6580176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 54027 members 
Entering Unmasked Estep 
Score: -6580179.500000 Penalty: 5423.767578
	Iteration 60F: 3 clusters Score -6580180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -6580183.000000 Penalty: 5423.767578
	Iteration 61Q: 3 clusters Score -6580183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -6580182.500000 Penalty: 5423.767578
	Iteration 62Q: 3 clusters Score -6580182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -6580190.500000 Penalty: 5423.767578
	Iteration 63Q: 3 clusters Score -6580190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
Score: -6580191.000000 Penalty: 5423.767578
	Iteration 64Q: 3 clusters Score -6580191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -6580198.500000 Penalty: 5423.767578
	Iteration 65Q: 3 clusters Score -6580198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 54067 members 
Entering Unmasked Estep 
Score: -6580202.000000 Penalty: 5423.767578
	Iteration 66Q: 3 clusters Score -6580202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 54073 members 
Entering Unmasked Estep 
Score: -6580204.500000 Penalty: 5423.767578
	Iteration 67Q: 3 clusters Score -6580204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 54082 members 
Entering Unmasked Estep 
Score: -6580200.500000 Penalty: 5423.767578
	Iteration 68Q: 3 clusters Score -6580200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 54088 members 
Entering Unmasked Estep 
Score: -6580203.000000 Penalty: 5423.767578
	Iteration 69Q: 3 clusters Score -6580203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 54092 members 
Entering Unmasked Estep 
Score: -6580206.000000 Penalty: 5423.767578
	Iteration 70Q: 3 clusters Score -6580206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -6580203.500000 Penalty: 5423.767578
	Iteration 71Q: 3 clusters Score -6580204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -6580210.000000 Penalty: 5423.767578
	Iteration 72Q: 3 clusters Score -6580210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -6580210.000000 Penalty: 5423.767578
	Iteration 73F: 3 clusters Score -6580210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Entering Unmasked Estep 
Score: -534914.000000 Penalty: 2083.419189
	Iteration 0F: 2 clusters Score -534914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -530746.625000 Penalty: 4166.838379
	Iteration 0F: 3 clusters Score -530746.6 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -531667.000000 Penalty: 4166.838379
	Iteration 1F: 3 clusters Score -531667 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -531840.750000 Penalty: 4166.838379
	Iteration 2F: 3 clusters Score -531840.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -531935.750000 Penalty: 4166.838379
	Iteration 3Q: 3 clusters Score -531935.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -531998.500000 Penalty: 4166.838379
	Iteration 4Q: 3 clusters Score -531998.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -532046.125000 Penalty: 4166.838379
	Iteration 5Q: 3 clusters Score -532046.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -532080.000000 Penalty: 4166.838379
	Iteration 6Q: 3 clusters Score -532080 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -532107.625000 Penalty: 4166.838379
	Iteration 7Q: 3 clusters Score -532107.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -532131.375000 Penalty: 4166.838379
	Iteration 8Q: 3 clusters Score -532131.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -532147.875000 Penalty: 4166.838379
	Iteration 9Q: 3 clusters Score -532147.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -532165.312500 Penalty: 4166.838379
	Iteration 10Q: 3 clusters Score -532165.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -532181.437500 Penalty: 4166.838379
	Iteration 11Q: 3 clusters Score -532181.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -532204.937500 Penalty: 4166.838379
	Iteration 12Q: 3 clusters Score -532204.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -532225.250000 Penalty: 4166.838379
	Iteration 13Q: 3 clusters Score -532225.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -532238.625000 Penalty: 4166.838379
	Iteration 14Q: 3 clusters Score -532238.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -532251.937500 Penalty: 4166.838379
	Iteration 15Q: 3 clusters Score -532251.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -532266.500000 Penalty: 4166.838379
	Iteration 16Q: 3 clusters Score -532266.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -532279.687500 Penalty: 4166.838379
	Iteration 17Q: 3 clusters Score -532279.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -532289.250000 Penalty: 4166.838379
	Iteration 18Q: 3 clusters Score -532289.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -532299.562500 Penalty: 4166.838379
	Iteration 19Q: 3 clusters Score -532299.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -532307.562500 Penalty: 4166.838379
	Iteration 20F: 3 clusters Score -532307.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -532316.125000 Penalty: 4166.838379
	Iteration 21Q: 3 clusters Score -532316.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -532324.437500 Penalty: 4166.838379
	Iteration 22Q: 3 clusters Score -532324.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -532332.812500 Penalty: 4166.838379
	Iteration 23Q: 3 clusters Score -532332.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -532343.500000 Penalty: 4166.838379
	Iteration 24Q: 3 clusters Score -532343.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -532352.437500 Penalty: 4166.838379
	Iteration 25Q: 3 clusters Score -532352.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -532362.312500 Penalty: 4166.838379
	Iteration 26Q: 3 clusters Score -532362.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -532370.437500 Penalty: 4166.838379
	Iteration 27Q: 3 clusters Score -532370.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -532382.437500 Penalty: 4166.838379
	Iteration 28Q: 3 clusters Score -532382.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -532395.812500 Penalty: 4166.838379
	Iteration 29Q: 3 clusters Score -532395.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -532407.062500 Penalty: 4166.838379
	Iteration 30Q: 3 clusters Score -532407.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -532417.000000 Penalty: 4166.838379
	Iteration 31Q: 3 clusters Score -532417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -532426.125000 Penalty: 4166.838379
	Iteration 32Q: 3 clusters Score -532426.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -532434.312500 Penalty: 4166.838379
	Iteration 33Q: 3 clusters Score -532434.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -532447.500000 Penalty: 4166.838379
	Iteration 34Q: 3 clusters Score -532447.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -532461.250000 Penalty: 4166.838379
	Iteration 35Q: 3 clusters Score -532461.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -532476.375000 Penalty: 4166.838379
	Iteration 36Q: 3 clusters Score -532476.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -532492.750000 Penalty: 4166.838379
	Iteration 37Q: 3 clusters Score -532492.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -532506.000000 Penalty: 4166.838379
	Iteration 38Q: 3 clusters Score -532506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -532520.562500 Penalty: 4166.838379
	Iteration 39Q: 3 clusters Score -532520.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -532533.625000 Penalty: 4166.838379
	Iteration 40F: 3 clusters Score -532533.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -532548.250000 Penalty: 4166.838379
	Iteration 41Q: 3 clusters Score -532548.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -532567.375000 Penalty: 4166.838379
	Iteration 42Q: 3 clusters Score -532567.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -532593.875000 Penalty: 4166.838379
	Iteration 43Q: 3 clusters Score -532593.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -532622.687500 Penalty: 4166.838379
	Iteration 44Q: 3 clusters Score -532622.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -532654.187500 Penalty: 4166.838379
	Iteration 45Q: 3 clusters Score -532654.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -532678.500000 Penalty: 4166.838379
	Iteration 46Q: 3 clusters Score -532678.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -532704.812500 Penalty: 4166.838379
	Iteration 47Q: 3 clusters Score -532704.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -532734.812500 Penalty: 4166.838379
	Iteration 48Q: 3 clusters Score -532734.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -532758.375000 Penalty: 4166.838379
	Iteration 49Q: 3 clusters Score -532758.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -532791.062500 Penalty: 4166.838379
	Iteration 50Q: 3 clusters Score -532791.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -532837.000000 Penalty: 4166.838379
	Iteration 51Q: 3 clusters Score -532837 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -532882.562500 Penalty: 4166.838379
	Iteration 52Q: 3 clusters Score -532882.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -532923.062500 Penalty: 4166.838379
	Iteration 53Q: 3 clusters Score -532923.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -532977.062500 Penalty: 4166.838379
	Iteration 54Q: 3 clusters Score -532977.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -533015.375000 Penalty: 4166.838379
	Iteration 55Q: 3 clusters Score -533015.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -533043.562500 Penalty: 4166.838379
	Iteration 56Q: 3 clusters Score -533043.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -533072.812500 Penalty: 4166.838379
	Iteration 57Q: 3 clusters Score -533072.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -533109.062500 Penalty: 4166.838379
	Iteration 58Q: 3 clusters Score -533109.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -533139.375000 Penalty: 4166.838379
	Iteration 59Q: 3 clusters Score -533139.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -533158.937500 Penalty: 4166.838379
	Iteration 60F: 3 clusters Score -533158.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -533177.875000 Penalty: 4166.838379
	Iteration 61Q: 3 clusters Score -533177.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -533188.625000 Penalty: 4166.838379
	Iteration 62Q: 3 clusters Score -533188.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -533198.312500 Penalty: 4166.838379
	Iteration 63Q: 3 clusters Score -533198.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -533205.062500 Penalty: 4166.838379
	Iteration 64Q: 3 clusters Score -533205.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -533213.312500 Penalty: 4166.838379
	Iteration 65Q: 3 clusters Score -533213.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -533217.125000 Penalty: 4166.838379
	Iteration 66Q: 3 clusters Score -533217.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -533219.312500 Penalty: 4166.838379
	Iteration 67Q: 3 clusters Score -533219.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -533219.312500 Penalty: 4166.838379
	Iteration 68F: 3 clusters Score -533219.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Entering Unmasked Estep 
Score: -718822.187500 Penalty: 2168.118896
	Iteration 0F: 2 clusters Score -718822.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -713539.375000 Penalty: 4336.237793
	Iteration 0F: 3 clusters Score -713539.4 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -714939.562500 Penalty: 4336.237793
	Iteration 1F: 3 clusters Score -714939.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -715213.937500 Penalty: 4336.237793
	Iteration 2F: 3 clusters Score -715213.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -715448.875000 Penalty: 4336.237793
	Iteration 3F: 3 clusters Score -715448.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -715672.375000 Penalty: 4336.237793
	Iteration 4Q: 3 clusters Score -715672.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -715897.937500 Penalty: 4336.237793
	Iteration 5Q: 3 clusters Score -715897.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -716105.125000 Penalty: 4336.237793
	Iteration 6Q: 3 clusters Score -716105.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -716277.937500 Penalty: 4336.237793
	Iteration 7Q: 3 clusters Score -716277.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -716432.500000 Penalty: 4336.237793
	Iteration 8Q: 3 clusters Score -716432.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -716597.500000 Penalty: 4336.237793
	Iteration 9Q: 3 clusters Score -716597.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -716751.250000 Penalty: 4336.237793
	Iteration 10Q: 3 clusters Score -716751.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -716891.500000 Penalty: 4336.237793
	Iteration 11Q: 3 clusters Score -716891.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -717006.437500 Penalty: 4336.237793
	Iteration 12Q: 3 clusters Score -717006.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -717103.062500 Penalty: 4336.237793
	Iteration 13Q: 3 clusters Score -717103.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -717170.500000 Penalty: 4336.237793
	Iteration 14Q: 3 clusters Score -717170.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -717224.437500 Penalty: 4336.237793
	Iteration 15Q: 3 clusters Score -717224.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -717276.625000 Penalty: 4336.237793
	Iteration 16Q: 3 clusters Score -717276.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -717314.312500 Penalty: 4336.237793
	Iteration 17Q: 3 clusters Score -717314.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -717344.187500 Penalty: 4336.237793
	Iteration 18Q: 3 clusters Score -717344.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -717371.625000 Penalty: 4336.237793
	Iteration 19Q: 3 clusters Score -717371.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -717398.125000 Penalty: 4336.237793
	Iteration 20F: 3 clusters Score -717398.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -717424.312500 Penalty: 4336.237793
	Iteration 21Q: 3 clusters Score -717424.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -717443.375000 Penalty: 4336.237793
	Iteration 22Q: 3 clusters Score -717443.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -717462.125000 Penalty: 4336.237793
	Iteration 23Q: 3 clusters Score -717462.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -717478.000000 Penalty: 4336.237793
	Iteration 24Q: 3 clusters Score -717478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -717493.125000 Penalty: 4336.237793
	Iteration 25Q: 3 clusters Score -717493.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -717502.687500 Penalty: 4336.237793
	Iteration 26Q: 3 clusters Score -717502.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -717509.437500 Penalty: 4336.237793
	Iteration 27Q: 3 clusters Score -717509.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -717517.000000 Penalty: 4336.237793
	Iteration 28Q: 3 clusters Score -717517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -717519.875000 Penalty: 4336.237793
	Iteration 29Q: 3 clusters Score -717519.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -717524.750000 Penalty: 4336.237793
	Iteration 30Q: 3 clusters Score -717524.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -717527.250000 Penalty: 4336.237793
	Iteration 31Q: 3 clusters Score -717527.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -717530.562500 Penalty: 4336.237793
	Iteration 32Q: 3 clusters Score -717530.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -717531.375000 Penalty: 4336.237793
	Iteration 33Q: 3 clusters Score -717531.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -717534.000000 Penalty: 4336.237793
	Iteration 34Q: 3 clusters Score -717534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -717540.937500 Penalty: 4336.237793
	Iteration 35Q: 3 clusters Score -717540.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -717547.187500 Penalty: 4336.237793
	Iteration 36Q: 3 clusters Score -717547.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -717552.187500 Penalty: 4336.237793
	Iteration 37Q: 3 clusters Score -717552.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -717554.375000 Penalty: 4336.237793
	Iteration 38Q: 3 clusters Score -717554.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -717559.375000 Penalty: 4336.237793
	Iteration 39Q: 3 clusters Score -717559.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -717562.312500 Penalty: 4336.237793
	Iteration 40F: 3 clusters Score -717562.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -717564.750000 Penalty: 4336.237793
	Iteration 41Q: 3 clusters Score -717564.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -717571.062500 Penalty: 4336.237793
	Iteration 42Q: 3 clusters Score -717571.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -717572.687500 Penalty: 4336.237793
	Iteration 43Q: 3 clusters Score -717572.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -717578.875000 Penalty: 4336.237793
	Iteration 44Q: 3 clusters Score -717578.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -717581.937500 Penalty: 4336.237793
	Iteration 45Q: 3 clusters Score -717581.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -717584.500000 Penalty: 4336.237793
	Iteration 46Q: 3 clusters Score -717584.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -717587.750000 Penalty: 4336.237793
	Iteration 47Q: 3 clusters Score -717587.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -717591.687500 Penalty: 4336.237793
	Iteration 48Q: 3 clusters Score -717591.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -717592.875000 Penalty: 4336.237793
	Iteration 49Q: 3 clusters Score -717592.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -717595.125000 Penalty: 4336.237793
	Iteration 50Q: 3 clusters Score -717595.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -717594.937500 Penalty: 4336.237793
	Iteration 51Q: 3 clusters Score -717594.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -717596.500000 Penalty: 4336.237793
	Iteration 52Q: 3 clusters Score -717596.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -717596.500000 Penalty: 4336.237793
	Iteration 53Q: 3 clusters Score -717596.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -717596.750000 Penalty: 4336.237793
	Iteration 54Q: 3 clusters Score -717596.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -717599.000000 Penalty: 4336.237793
	Iteration 55Q: 3 clusters Score -717599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -717598.937500 Penalty: 4336.237793
	Iteration 56Q: 3 clusters Score -717598.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -717598.937500 Penalty: 4336.237793
	Iteration 57F: 3 clusters Score -717598.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Entering Unmasked Estep 
Score: -714050.625000 Penalty: 2172.670166
	Iteration 0F: 2 clusters Score -714050.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -708698.937500 Penalty: 4345.340332
	Iteration 0F: 3 clusters Score -708698.9 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -710338.500000 Penalty: 4345.340332
	Iteration 1F: 3 clusters Score -710338.5 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -710771.937500 Penalty: 4345.340332
	Iteration 2F: 3 clusters Score -710771.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -711118.250000 Penalty: 4345.340332
	Iteration 3F: 3 clusters Score -711118.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -711378.125000 Penalty: 4345.340332
	Iteration 4F: 3 clusters Score -711378.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -711574.375000 Penalty: 4345.340332
	Iteration 5Q: 3 clusters Score -711574.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -711735.500000 Penalty: 4345.340332
	Iteration 6Q: 3 clusters Score -711735.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -711855.562500 Penalty: 4345.340332
	Iteration 7Q: 3 clusters Score -711855.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -711948.937500 Penalty: 4345.340332
	Iteration 8Q: 3 clusters Score -711948.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -712018.812500 Penalty: 4345.340332
	Iteration 9Q: 3 clusters Score -712018.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -712071.375000 Penalty: 4345.340332
	Iteration 10Q: 3 clusters Score -712071.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -712117.437500 Penalty: 4345.340332
	Iteration 11Q: 3 clusters Score -712117.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -712152.187500 Penalty: 4345.340332
	Iteration 12Q: 3 clusters Score -712152.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -712182.250000 Penalty: 4345.340332
	Iteration 13Q: 3 clusters Score -712182.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -712216.437500 Penalty: 4345.340332
	Iteration 14Q: 3 clusters Score -712216.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -712252.125000 Penalty: 4345.340332
	Iteration 15Q: 3 clusters Score -712252.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -712285.375000 Penalty: 4345.340332
	Iteration 16Q: 3 clusters Score -712285.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -712320.812500 Penalty: 4345.340332
	Iteration 17Q: 3 clusters Score -712320.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -712357.875000 Penalty: 4345.340332
	Iteration 18Q: 3 clusters Score -712357.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -712396.437500 Penalty: 4345.340332
	Iteration 19Q: 3 clusters Score -712396.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -712437.125000 Penalty: 4345.340332
	Iteration 20F: 3 clusters Score -712437.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -712491.375000 Penalty: 4345.340332
	Iteration 21Q: 3 clusters Score -712491.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -712555.250000 Penalty: 4345.340332
	Iteration 22Q: 3 clusters Score -712555.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -712613.312500 Penalty: 4345.340332
	Iteration 23Q: 3 clusters Score -712613.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -712678.312500 Penalty: 4345.340332
	Iteration 24Q: 3 clusters Score -712678.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -712738.750000 Penalty: 4345.340332
	Iteration 25Q: 3 clusters Score -712738.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -712821.125000 Penalty: 4345.340332
	Iteration 26Q: 3 clusters Score -712821.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -712901.250000 Penalty: 4345.340332
	Iteration 27Q: 3 clusters Score -712901.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -712976.812500 Penalty: 4345.340332
	Iteration 28Q: 3 clusters Score -712976.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -713051.750000 Penalty: 4345.340332
	Iteration 29Q: 3 clusters Score -713051.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -713145.687500 Penalty: 4345.340332
	Iteration 30Q: 3 clusters Score -713145.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -713238.625000 Penalty: 4345.340332
	Iteration 31Q: 3 clusters Score -713238.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -713324.937500 Penalty: 4345.340332
	Iteration 32Q: 3 clusters Score -713324.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -713416.875000 Penalty: 4345.340332
	Iteration 33Q: 3 clusters Score -713416.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -713493.250000 Penalty: 4345.340332
	Iteration 34Q: 3 clusters Score -713493.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -713547.437500 Penalty: 4345.340332
	Iteration 35Q: 3 clusters Score -713547.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -713597.375000 Penalty: 4345.340332
	Iteration 36Q: 3 clusters Score -713597.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -713619.687500 Penalty: 4345.340332
	Iteration 37Q: 3 clusters Score -713619.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -713646.625000 Penalty: 4345.340332
	Iteration 38Q: 3 clusters Score -713646.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -713659.437500 Penalty: 4345.340332
	Iteration 39Q: 3 clusters Score -713659.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -713676.187500 Penalty: 4345.340332
	Iteration 40F: 3 clusters Score -713676.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -713683.437500 Penalty: 4345.340332
	Iteration 41Q: 3 clusters Score -713683.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -713686.625000 Penalty: 4345.340332
	Iteration 42Q: 3 clusters Score -713686.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -713693.875000 Penalty: 4345.340332
	Iteration 43Q: 3 clusters Score -713693.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -713699.812500 Penalty: 4345.340332
	Iteration 44Q: 3 clusters Score -713699.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -713715.500000 Penalty: 4345.340332
	Iteration 45Q: 3 clusters Score -713715.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -713727.000000 Penalty: 4345.340332
	Iteration 46Q: 3 clusters Score -713727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -713742.625000 Penalty: 4345.340332
	Iteration 47Q: 3 clusters Score -713742.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -713761.062500 Penalty: 4345.340332
	Iteration 48Q: 3 clusters Score -713761.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -713787.250000 Penalty: 4345.340332
	Iteration 49Q: 3 clusters Score -713787.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -713812.250000 Penalty: 4345.340332
	Iteration 50Q: 3 clusters Score -713812.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -713826.312500 Penalty: 4345.340332
	Iteration 51Q: 3 clusters Score -713826.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -713835.000000 Penalty: 4345.340332
	Iteration 52Q: 3 clusters Score -713835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -713842.750000 Penalty: 4345.340332
	Iteration 53Q: 3 clusters Score -713842.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -713850.500000 Penalty: 4345.340332
	Iteration 54Q: 3 clusters Score -713850.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -713852.437500 Penalty: 4345.340332
	Iteration 55Q: 3 clusters Score -713852.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -713854.437500 Penalty: 4345.340332
	Iteration 56Q: 3 clusters Score -713854.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -713855.562500 Penalty: 4345.340332
	Iteration 57Q: 3 clusters Score -713855.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -713858.250000 Penalty: 4345.340332
	Iteration 58Q: 3 clusters Score -713858.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -713860.062500 Penalty: 4345.340332
	Iteration 59Q: 3 clusters Score -713860.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -713867.562500 Penalty: 4345.340332
	Iteration 60F: 3 clusters Score -713867.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -713872.687500 Penalty: 4345.340332
	Iteration 61Q: 3 clusters Score -713872.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -713882.937500 Penalty: 4345.340332
	Iteration 62Q: 3 clusters Score -713882.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -713898.312500 Penalty: 4345.340332
	Iteration 63Q: 3 clusters Score -713898.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -713916.500000 Penalty: 4345.340332
	Iteration 64Q: 3 clusters Score -713916.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -713933.375000 Penalty: 4345.340332
	Iteration 65Q: 3 clusters Score -713933.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -713945.187500 Penalty: 4345.340332
	Iteration 66Q: 3 clusters Score -713945.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -713953.750000 Penalty: 4345.340332
	Iteration 67Q: 3 clusters Score -713953.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -713961.562500 Penalty: 4345.340332
	Iteration 68Q: 3 clusters Score -713961.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -713970.437500 Penalty: 4345.340332
	Iteration 69Q: 3 clusters Score -713970.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -713977.500000 Penalty: 4345.340332
	Iteration 70Q: 3 clusters Score -713977.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -713980.125000 Penalty: 4345.340332
	Iteration 71Q: 3 clusters Score -713980.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -713980.875000 Penalty: 4345.340332
	Iteration 72Q: 3 clusters Score -713980.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -713984.750000 Penalty: 4345.340332
	Iteration 73Q: 3 clusters Score -713984.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -713987.750000 Penalty: 4345.340332
	Iteration 74Q: 3 clusters Score -713987.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -713989.312500 Penalty: 4345.340332
	Iteration 75Q: 3 clusters Score -713989.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -713990.312500 Penalty: 4345.340332
	Iteration 76Q: 3 clusters Score -713990.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -713991.562500 Penalty: 4345.340332
	Iteration 77Q: 3 clusters Score -713991.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -713993.562500 Penalty: 4345.340332
	Iteration 78Q: 3 clusters Score -713993.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -713994.312500 Penalty: 4345.340332
	Iteration 79Q: 3 clusters Score -713994.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -713994.125000 Penalty: 4345.340332
	Iteration 80F: 3 clusters Score -713994.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 180106 members 
Mstep: Class 3 contains 15968 members 
Mstep: Class 4 contains 9375 members 
Mstep: Class 5 contains 41328 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 4161 members 
Mstep: Class 8 contains 25322 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3526 members 
Mstep: Class 13 contains 17868 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 67201 members 
Mstep: Class 17 contains 222257 members 
Mstep: Class 19 contains 56107 members 
Mstep: Class 20 contains 4451 members 
Mstep: Class 21 contains 6263 members 
Mstep: Class 22 contains 6379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025976.000000 Penalty: 66635.929688
Iteration 119Q: 21 clusters Score -8.002598e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 180108 members 
Mstep: Class 3 contains 15968 members 
Mstep: Class 4 contains 9377 members 
Mstep: Class 5 contains 41331 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 4167 members 
Mstep: Class 8 contains 25326 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3525 members 
Mstep: Class 13 contains 17869 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 67204 members 
Mstep: Class 17 contains 222253 members 
Mstep: Class 19 contains 56092 members 
Mstep: Class 20 contains 4451 members 
Mstep: Class 21 contains 6262 members 
Mstep: Class 22 contains 6379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026056.000000 Penalty: 66635.929688
Iteration 120F: 21 clusters Score -8.002606e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 180067 members 
Mstep: Class 3 contains 15968 members 
Mstep: Class 4 contains 9376 members 
Mstep: Class 5 contains 41331 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 4162 members 
Mstep: Class 8 contains 25327 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3525 members 
Mstep: Class 13 contains 17875 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 67215 members 
Mstep: Class 17 contains 222300 members 
Mstep: Class 19 contains 56076 members 
Mstep: Class 20 contains 4452 members 
Mstep: Class 21 contains 6262 members 
Mstep: Class 22 contains 6379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026056.000000 Penalty: 66635.929688
Iteration 121Q: 21 clusters Score -8.002606e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 180012 members 
Mstep: Class 3 contains 15972 members 
Mstep: Class 4 contains 9375 members 
Mstep: Class 5 contains 41334 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 4169 members 
Mstep: Class 8 contains 25331 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 13 contains 17877 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 67228 members 
Mstep: Class 17 contains 222336 members 
Mstep: Class 19 contains 56062 members 
Mstep: Class 20 contains 4451 members 
Mstep: Class 21 contains 6262 members 
Mstep: Class 22 contains 6382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026048.000000 Penalty: 66635.929688
Iteration 122Q: 21 clusters Score -8.002605e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 179980 members 
Mstep: Class 3 contains 15979 members 
Mstep: Class 4 contains 9377 members 
Mstep: Class 5 contains 41331 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 4176 members 
Mstep: Class 8 contains 25336 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3521 members 
Mstep: Class 13 contains 17874 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 67246 members 
Mstep: Class 17 contains 222335 members 
Mstep: Class 19 contains 56063 members 
Mstep: Class 20 contains 4448 members 
Mstep: Class 21 contains 6262 members 
Mstep: Class 22 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026096.000000 Penalty: 66635.929688
Iteration 123Q: 21 clusters Score -8.00261e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 179968 members 
Mstep: Class 3 contains 15977 members 
Mstep: Class 4 contains 9378 members 
Mstep: Class 5 contains 41323 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 4182 members 
Mstep: Class 8 contains 25341 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 13 contains 17874 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 67257 members 
Mstep: Class 17 contains 222337 members 
Mstep: Class 19 contains 56059 members 
Mstep: Class 20 contains 4444 members 
Mstep: Class 21 contains 6262 members 
Mstep: Class 22 contains 6386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026192.000000 Penalty: 66635.929688
Iteration 124Q: 21 clusters Score -8.002619e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 179935 members 
Mstep: Class 3 contains 15979 members 
Mstep: Class 4 contains 9380 members 
Mstep: Class 5 contains 41324 members 
Mstep: Class 6 contains 1719 members 
Mstep: Class 7 contains 4188 members 
Mstep: Class 8 contains 25350 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3517 members 
Mstep: Class 13 contains 17874 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67262 members 
Mstep: Class 17 contains 222352 members 
Mstep: Class 19 contains 56051 members 
Mstep: Class 20 contains 4440 members 
Mstep: Class 21 contains 6262 members 
Mstep: Class 22 contains 6387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026200.000000 Penalty: 66635.929688
Iteration 125Q: 21 clusters Score -8.00262e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 179906 members 
Mstep: Class 3 contains 15981 members 
Mstep: Class 4 contains 9378 members 
Mstep: Class 5 contains 41325 members 
Mstep: Class 6 contains 1719 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 25354 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3517 members 
Mstep: Class 13 contains 17874 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 67281 members 
Mstep: Class 17 contains 222356 members 
Mstep: Class 19 contains 56048 members 
Mstep: Class 20 contains 4438 members 
Mstep: Class 21 contains 6262 members 
Mstep: Class 22 contains 6386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026184.000000 Penalty: 66635.929688
Iteration 126Q: 21 clusters Score -8.002618e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 179859 members 
Mstep: Class 3 contains 15983 members 
Mstep: Class 4 contains 9377 members 
Mstep: Class 5 contains 41325 members 
Mstep: Class 6 contains 1719 members 
Mstep: Class 7 contains 4198 members 
Mstep: Class 8 contains 25362 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3516 members 
Mstep: Class 13 contains 17876 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67295 members 
Mstep: Class 17 contains 222375 members 
Mstep: Class 19 contains 56045 members 
Mstep: Class 20 contains 4435 members 
Mstep: Class 21 contains 6262 members 
Mstep: Class 22 contains 6388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026176.000000 Penalty: 66635.929688
Iteration 127Q: 21 clusters Score -8.002618e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 179804 members 
Mstep: Class 3 contains 15982 members 
Mstep: Class 4 contains 9377 members 
Mstep: Class 5 contains 41327 members 
Mstep: Class 6 contains 1719 members 
Mstep: Class 7 contains 4206 members 
Mstep: Class 8 contains 25371 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3516 members 
Mstep: Class 13 contains 17880 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 67299 members 
Mstep: Class 17 contains 222412 members 
Mstep: Class 19 contains 56037 members 
Mstep: Class 20 contains 4433 members 
Mstep: Class 21 contains 6262 members 
Mstep: Class 22 contains 6388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026192.000000 Penalty: 66635.929688
Iteration 128Q: 21 clusters Score -8.002619e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 179729 members 
Mstep: Class 3 contains 15981 members 
Mstep: Class 4 contains 9379 members 
Mstep: Class 5 contains 41328 members 
Mstep: Class 6 contains 1719 members 
Mstep: Class 7 contains 4213 members 
Mstep: Class 8 contains 25381 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3517 members 
Mstep: Class 13 contains 17883 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 67305 members 
Mstep: Class 17 contains 222466 members 
Mstep: Class 19 contains 56032 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6262 members 
Mstep: Class 22 contains 6387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026096.000000 Penalty: 66635.929688
Iteration 129Q: 21 clusters Score -8.00261e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 179677 members 
Mstep: Class 3 contains 15982 members 
Mstep: Class 4 contains 9381 members 
Mstep: Class 5 contains 41331 members 
Mstep: Class 6 contains 1719 members 
Mstep: Class 7 contains 4219 members 
Mstep: Class 8 contains 25386 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17884 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 67327 members 
Mstep: Class 17 contains 222485 members 
Mstep: Class 19 contains 56024 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6262 members 
Mstep: Class 22 contains 6386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026096.000000 Penalty: 66635.929688
Iteration 130Q: 21 clusters Score -8.00261e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 179640 members 
Mstep: Class 3 contains 15983 members 
Mstep: Class 4 contains 9381 members 
Mstep: Class 5 contains 41337 members 
Mstep: Class 6 contains 1719 members 
Mstep: Class 7 contains 4223 members 
Mstep: Class 8 contains 25389 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3520 members 
Mstep: Class 13 contains 17885 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 67353 members 
Mstep: Class 17 contains 222483 members 
Mstep: Class 19 contains 56020 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6262 members 
Mstep: Class 22 contains 6387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026104.000000 Penalty: 66635.929688
Iteration 131Q: 21 clusters Score -8.00261e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 179619 members 
Mstep: Class 3 contains 15984 members 
Mstep: Class 4 contains 9389 members 
Mstep: Class 5 contains 41333 members 
Mstep: Class 6 contains 1719 members 
Mstep: Class 7 contains 4229 members 
Mstep: Class 8 contains 25392 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3520 members 
Mstep: Class 13 contains 17888 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 67364 members 
Mstep: Class 17 contains 222485 members 
Mstep: Class 19 contains 56011 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6261 members 
Mstep: Class 22 contains 6388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026072.000000 Penalty: 66635.929688
Iteration 132Q: 21 clusters Score -8.002607e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 179608 members 
Mstep: Class 3 contains 15985 members 
Mstep: Class 4 contains 9392 members 
Mstep: Class 5 contains 41333 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 4230 members 
Mstep: Class 8 contains 25400 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3520 members 
Mstep: Class 13 contains 17888 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 67370 members 
Mstep: Class 17 contains 222485 members 
Mstep: Class 19 contains 56004 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6261 members 
Mstep: Class 22 contains 6387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026080.000000 Penalty: 66635.929688
Iteration 133Q: 21 clusters Score -8.002608e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 179587 members 
Mstep: Class 3 contains 15986 members 
Mstep: Class 4 contains 9402 members 
Mstep: Class 5 contains 41328 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4230 members 
Mstep: Class 8 contains 25409 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17889 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67376 members 
Mstep: Class 17 contains 222490 members 
Mstep: Class 19 contains 55999 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6260 members 
Mstep: Class 22 contains 6386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026008.000000 Penalty: 66635.929688
Iteration 134Q: 21 clusters Score -8.002601e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 179588 members 
Mstep: Class 3 contains 15987 members 
Mstep: Class 4 contains 9407 members 
Mstep: Class 5 contains 41327 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4231 members 
Mstep: Class 8 contains 25418 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3517 members 
Mstep: Class 13 contains 17892 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67385 members 
Mstep: Class 17 contains 222483 members 
Mstep: Class 19 contains 55982 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6260 members 
Mstep: Class 22 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025968.000000 Penalty: 66635.929688
Iteration 135Q: 21 clusters Score -8.002597e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 179599 members 
Mstep: Class 3 contains 15987 members 
Mstep: Class 4 contains 9413 members 
Mstep: Class 5 contains 41328 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4230 members 
Mstep: Class 8 contains 25422 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3517 members 
Mstep: Class 13 contains 17893 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67388 members 
Mstep: Class 17 contains 222469 members 
Mstep: Class 19 contains 55972 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6260 members 
Mstep: Class 22 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025928.000000 Penalty: 66635.929688
Iteration 136Q: 21 clusters Score -8.002593e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 179584 members 
Mstep: Class 3 contains 15989 members 
Mstep: Class 4 contains 9418 members 
Mstep: Class 5 contains 41332 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4230 members 
Mstep: Class 8 contains 25422 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3517 members 
Mstep: Class 13 contains 17892 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67398 members 
Mstep: Class 17 contains 222481 members 
Mstep: Class 19 contains 55957 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6260 members 
Mstep: Class 22 contains 6381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025896.000000 Penalty: 66635.929688
Iteration 137Q: 21 clusters Score -8.00259e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 179578 members 
Mstep: Class 3 contains 15989 members 
Mstep: Class 4 contains 9419 members 
Mstep: Class 5 contains 41335 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4231 members 
Mstep: Class 8 contains 25424 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17894 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67408 members 
Mstep: Class 17 contains 222477 members 
Mstep: Class 19 contains 55948 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6259 members 
Mstep: Class 22 contains 6380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026024.000000 Penalty: 66635.929688
Iteration 138Q: 21 clusters Score -8.002602e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 179562 members 
Mstep: Class 3 contains 15990 members 
Mstep: Class 4 contains 9420 members 
Mstep: Class 5 contains 41336 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4233 members 
Mstep: Class 8 contains 25425 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3517 members 
Mstep: Class 13 contains 17889 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67421 members 
Mstep: Class 17 contains 222485 members 
Mstep: Class 19 contains 55945 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6259 members 
Mstep: Class 22 contains 6379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026040.000000 Penalty: 66635.929688
Iteration 139Q: 21 clusters Score -8.002604e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 179552 members 
Mstep: Class 3 contains 15993 members 
Mstep: Class 4 contains 9418 members 
Mstep: Class 5 contains 41337 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4232 members 
Mstep: Class 8 contains 25424 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 13 contains 17883 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67426 members 
Mstep: Class 17 contains 222497 members 
Mstep: Class 19 contains 55942 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6259 members 
Mstep: Class 22 contains 6380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026000.000000 Penalty: 66635.929688
Iteration 140F: 21 clusters Score -8.0026e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 179537 members 
Mstep: Class 3 contains 15994 members 
Mstep: Class 4 contains 9423 members 
Mstep: Class 5 contains 41336 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4232 members 
Mstep: Class 8 contains 25430 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 13 contains 17878 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67437 members 
Mstep: Class 17 contains 222503 members 
Mstep: Class 19 contains 55932 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6258 members 
Mstep: Class 22 contains 6382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025968.000000 Penalty: 66635.929688
Iteration 141Q: 21 clusters Score -8.002597e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 179520 members 
Mstep: Class 3 contains 15994 members 
Mstep: Class 4 contains 9426 members 
Mstep: Class 5 contains 41335 members 
Mstep: Class 6 contains 1722 members 
Mstep: Class 7 contains 4232 members 
Mstep: Class 8 contains 25429 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 13 contains 17877 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67442 members 
Mstep: Class 17 contains 222508 members 
Mstep: Class 19 contains 55934 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6258 members 
Mstep: Class 22 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026072.000000 Penalty: 66635.929688
Iteration 142Q: 21 clusters Score -8.002607e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 179509 members 
Mstep: Class 3 contains 15994 members 
Mstep: Class 4 contains 9428 members 
Mstep: Class 5 contains 41333 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 4234 members 
Mstep: Class 8 contains 25428 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 13 contains 17878 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67452 members 
Mstep: Class 17 contains 222510 members 
Mstep: Class 19 contains 55931 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6258 members 
Mstep: Class 22 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 143Q: 21 clusters Score -8.002616e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 179500 members 
Mstep: Class 3 contains 15995 members 
Mstep: Class 4 contains 9431 members 
Mstep: Class 5 contains 41328 members 
Mstep: Class 6 contains 1724 members 
Mstep: Class 7 contains 4239 members 
Mstep: Class 8 contains 25428 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17877 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67471 members 
Mstep: Class 17 contains 222506 members 
Mstep: Class 19 contains 55924 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6258 members 
Mstep: Class 22 contains 6379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026128.000000 Penalty: 66635.929688
Iteration 144Q: 21 clusters Score -8.002613e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 179491 members 
Mstep: Class 3 contains 15995 members 
Mstep: Class 4 contains 9434 members 
Mstep: Class 5 contains 41326 members 
Mstep: Class 6 contains 1725 members 
Mstep: Class 7 contains 4237 members 
Mstep: Class 8 contains 25425 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17877 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67478 members 
Mstep: Class 17 contains 222523 members 
Mstep: Class 19 contains 55913 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6258 members 
Mstep: Class 22 contains 6378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026192.000000 Penalty: 66635.929688
Iteration 145Q: 21 clusters Score -8.002619e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 179499 members 
Mstep: Class 3 contains 15995 members 
Mstep: Class 4 contains 9435 members 
Mstep: Class 5 contains 41326 members 
Mstep: Class 6 contains 1725 members 
Mstep: Class 7 contains 4238 members 
Mstep: Class 8 contains 25424 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17881 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67483 members 
Mstep: Class 17 contains 222511 members 
Mstep: Class 19 contains 55908 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 6378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026312.000000 Penalty: 66635.929688
Iteration 146Q: 21 clusters Score -8.002631e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 179473 members 
Mstep: Class 3 contains 15995 members 
Mstep: Class 4 contains 9440 members 
Mstep: Class 5 contains 41321 members 
Mstep: Class 6 contains 1725 members 
Mstep: Class 7 contains 4239 members 
Mstep: Class 8 contains 25425 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17882 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67496 members 
Mstep: Class 17 contains 222528 members 
Mstep: Class 19 contains 55902 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 6377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026344.000000 Penalty: 66635.929688
Iteration 147Q: 21 clusters Score -8.002634e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 179434 members 
Mstep: Class 3 contains 15996 members 
Mstep: Class 4 contains 9442 members 
Mstep: Class 5 contains 41318 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 4240 members 
Mstep: Class 8 contains 25425 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17882 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67509 members 
Mstep: Class 17 contains 222562 members 
Mstep: Class 19 contains 55892 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 6376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026248.000000 Penalty: 66635.929688
Iteration 148Q: 21 clusters Score -8.002625e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 179398 members 
Mstep: Class 3 contains 15995 members 
Mstep: Class 4 contains 9443 members 
Mstep: Class 5 contains 41318 members 
Mstep: Class 6 contains 1726 members 
Mstep: Class 7 contains 4242 members 
Mstep: Class 8 contains 25428 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17882 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67529 members 
Mstep: Class 17 contains 222575 members 
Mstep: Class 19 contains 55890 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6256 members 
Mstep: Class 22 contains 6376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026216.000000 Penalty: 66635.929688
Iteration 149Q: 21 clusters Score -8.002622e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 179359 members 
Mstep: Class 3 contains 15995 members 
Mstep: Class 4 contains 9448 members 
Mstep: Class 5 contains 41320 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 4243 members 
Mstep: Class 8 contains 25437 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3520 members 
Mstep: Class 13 contains 17880 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67542 members 
Mstep: Class 17 contains 222593 members 
Mstep: Class 19 contains 55883 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6256 members 
Mstep: Class 22 contains 6377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026208.000000 Penalty: 66635.929688
Iteration 150Q: 21 clusters Score -8.002621e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 179354 members 
Mstep: Class 3 contains 15995 members 
Mstep: Class 4 contains 9449 members 
Mstep: Class 5 contains 41318 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 4243 members 
Mstep: Class 8 contains 25441 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3521 members 
Mstep: Class 13 contains 17881 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67545 members 
Mstep: Class 17 contains 222603 members 
Mstep: Class 19 contains 55869 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6256 members 
Mstep: Class 22 contains 6377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026280.000000 Penalty: 66635.929688
Iteration 151Q: 21 clusters Score -8.002628e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 179323 members 
Mstep: Class 3 contains 15995 members 
Mstep: Class 4 contains 9451 members 
Mstep: Class 5 contains 41317 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 4243 members 
Mstep: Class 8 contains 25448 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3520 members 
Mstep: Class 13 contains 17879 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67556 members 
Mstep: Class 17 contains 222627 members 
Mstep: Class 19 contains 55856 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6256 members 
Mstep: Class 22 contains 6380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026272.000000 Penalty: 66635.929688
Iteration 152Q: 21 clusters Score -8.002627e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 179328 members 
Mstep: Class 3 contains 15995 members 
Mstep: Class 4 contains 9454 members 
Mstep: Class 5 contains 41316 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 4242 members 
Mstep: Class 8 contains 25454 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17877 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67576 members 
Mstep: Class 17 contains 222618 members 
Mstep: Class 19 contains 55839 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6255 members 
Mstep: Class 22 contains 6378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026296.000000 Penalty: 66635.929688
Iteration 153Q: 21 clusters Score -8.00263e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 179318 members 
Mstep: Class 3 contains 15995 members 
Mstep: Class 4 contains 9457 members 
Mstep: Class 5 contains 41320 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 4242 members 
Mstep: Class 8 contains 25464 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17875 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67587 members 
Mstep: Class 17 contains 222614 members 
Mstep: Class 19 contains 55827 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6255 members 
Mstep: Class 22 contains 6378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026200.000000 Penalty: 66635.929688
Iteration 154Q: 21 clusters Score -8.00262e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 179322 members 
Mstep: Class 3 contains 15995 members 
Mstep: Class 4 contains 9460 members 
Mstep: Class 5 contains 41320 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 25469 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17875 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 67605 members 
Mstep: Class 17 contains 222587 members 
Mstep: Class 19 contains 55822 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6254 members 
Mstep: Class 22 contains 6379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026224.000000 Penalty: 66635.929688
Iteration 155Q: 21 clusters Score -8.002622e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 179313 members 
Mstep: Class 3 contains 15995 members 
Mstep: Class 4 contains 9470 members 
Mstep: Class 5 contains 41318 members 
Mstep: Class 6 contains 1722 members 
Mstep: Class 7 contains 4249 members 
Mstep: Class 8 contains 25479 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17872 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 67621 members 
Mstep: Class 17 contains 222570 members 
Mstep: Class 19 contains 55812 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6254 members 
Mstep: Class 22 contains 6381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026344.000000 Penalty: 66635.929688
Iteration 156Q: 21 clusters Score -8.002634e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 179296 members 
Mstep: Class 3 contains 15996 members 
Mstep: Class 4 contains 9474 members 
Mstep: Class 5 contains 41318 members 
Mstep: Class 6 contains 1722 members 
Mstep: Class 7 contains 4253 members 
Mstep: Class 8 contains 25490 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17869 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 67633 members 
Mstep: Class 17 contains 222570 members 
Mstep: Class 19 contains 55804 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6253 members 
Mstep: Class 22 contains 6379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026392.000000 Penalty: 66635.929688
Iteration 157Q: 21 clusters Score -8.002639e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 179277 members 
Mstep: Class 3 contains 15996 members 
Mstep: Class 4 contains 9476 members 
Mstep: Class 5 contains 41321 members 
Mstep: Class 6 contains 1722 members 
Mstep: Class 7 contains 4258 members 
Mstep: Class 8 contains 25499 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17871 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 67632 members 
Mstep: Class 17 contains 222576 members 
Mstep: Class 19 contains 55797 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6252 members 
Mstep: Class 22 contains 6380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026424.000000 Penalty: 66635.929688
Iteration 158Q: 21 clusters Score -8.002642e+07 nChanged 146
Entering ConstructFrom: 
Score: -80026424.000000 Penalty: 66635.929688
Entering ConstructFrom: 
Trying to split cluster 1 (16227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Entering Unmasked Estep 
Score: -1946363.625000 Penalty: 2404.219238
	Iteration 0F: 2 clusters Score -1946364 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 8074 members 
Entering Unmasked Estep 
Score: -1934650.875000 Penalty: 4808.438477
	Iteration 0F: 3 clusters Score -1934651 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1938465.625000 Penalty: 4808.438477
	Iteration 1F: 3 clusters Score -1938466 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1938886.250000 Penalty: 4808.438477
	Iteration 2F: 3 clusters Score -1938886 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1939330.125000 Penalty: 4808.438477
	Iteration 3F: 3 clusters Score -1939330 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1939873.250000 Penalty: 4808.438477
	Iteration 4F: 3 clusters Score -1939873 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1940570.625000 Penalty: 4808.438477
	Iteration 5F: 3 clusters Score -1940571 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1941295.250000 Penalty: 4808.438477
	Iteration 6F: 3 clusters Score -1941295 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1942104.125000 Penalty: 4808.438477
	Iteration 7F: 3 clusters Score -1942104 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1942898.875000 Penalty: 4808.438477
	Iteration 8F: 3 clusters Score -1942899 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1943601.500000 Penalty: 4808.438477
	Iteration 9Q: 3 clusters Score -1943602 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1944132.250000 Penalty: 4808.438477
	Iteration 10Q: 3 clusters Score -1944132 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1944529.000000 Penalty: 4808.438477
	Iteration 11Q: 3 clusters Score -1944529 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1944784.375000 Penalty: 4808.438477
	Iteration 12Q: 3 clusters Score -1944784 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1944935.375000 Penalty: 4808.438477
	Iteration 13Q: 3 clusters Score -1944935 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1945024.500000 Penalty: 4808.438477
	Iteration 14Q: 3 clusters Score -1945024 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1945079.250000 Penalty: 4808.438477
	Iteration 15Q: 3 clusters Score -1945079 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1945118.500000 Penalty: 4808.438477
	Iteration 16Q: 3 clusters Score -1945118 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1945140.625000 Penalty: 4808.438477
	Iteration 17Q: 3 clusters Score -1945141 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1945169.375000 Penalty: 4808.438477
	Iteration 18Q: 3 clusters Score -1945169 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1945189.750000 Penalty: 4808.438477
	Iteration 19Q: 3 clusters Score -1945190 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1945205.625000 Penalty: 4808.438477
	Iteration 20F: 3 clusters Score -1945206 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1945235.250000 Penalty: 4808.438477
	Iteration 21Q: 3 clusters Score -1945235 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1945255.375000 Penalty: 4808.438477
	Iteration 22Q: 3 clusters Score -1945255 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1945263.625000 Penalty: 4808.438477
	Iteration 23Q: 3 clusters Score -1945264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1945261.875000 Penalty: 4808.438477
	Iteration 24Q: 3 clusters Score -1945262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1945265.250000 Penalty: 4808.438477
	Iteration 25Q: 3 clusters Score -1945265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1945268.750000 Penalty: 4808.438477
	Iteration 26Q: 3 clusters Score -1945269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1945267.625000 Penalty: 4808.438477
	Iteration 27Q: 3 clusters Score -1945268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1945267.625000 Penalty: 4808.438477
	Iteration 28F: 3 clusters Score -1945268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (179259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179259 members 
Entering Unmasked Estep 
Score: -21329072.000000 Penalty: 2999.953613
	Iteration 0F: 2 clusters Score -2.132907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89562 members 
Mstep: Class 2 contains 89697 members 
Entering Unmasked Estep 
Score: -21215446.000000 Penalty: 5999.907227
	Iteration 0F: 3 clusters Score -2.121545e+07 nChanged 85827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88745 members 
Mstep: Class 2 contains 90514 members 
Entering Unmasked Estep 
Score: -21265850.000000 Penalty: 5999.907227
	Iteration 1F: 3 clusters Score -2.126585e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88644 members 
Mstep: Class 2 contains 90615 members 
Entering Unmasked Estep 
Score: -21268124.000000 Penalty: 5999.907227
	Iteration 2Q: 3 clusters Score -2.126812e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89079 members 
Mstep: Class 2 contains 90180 members 
Entering Unmasked Estep 
Score: -21271836.000000 Penalty: 5999.907227
	Iteration 3Q: 3 clusters Score -2.127184e+07 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90381 members 
Mstep: Class 2 contains 88878 members 
Entering Unmasked Estep 
Score: -21277478.000000 Penalty: 5999.907227
	Iteration 4F: 3 clusters Score -2.127748e+07 nChanged 11577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93084 members 
Mstep: Class 2 contains 86175 members 
Entering Unmasked Estep 
Score: -21285382.000000 Penalty: 5999.907227
	Iteration 5F: 3 clusters Score -2.128538e+07 nChanged 13362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97636 members 
Mstep: Class 2 contains 81623 members 
Entering Unmasked Estep 
Score: -21295170.000000 Penalty: 5999.907227
	Iteration 6F: 3 clusters Score -2.129517e+07 nChanged 13595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103121 members 
Mstep: Class 2 contains 76138 members 
Entering Unmasked Estep 
Score: -21305586.000000 Penalty: 5999.907227
	Iteration 7F: 3 clusters Score -2.130559e+07 nChanged 11328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108273 members 
Mstep: Class 2 contains 70986 members 
Entering Unmasked Estep 
Score: -21312826.000000 Penalty: 5999.907227
	Iteration 8F: 3 clusters Score -2.131283e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112581 members 
Mstep: Class 2 contains 66678 members 
Entering Unmasked Estep 
Score: -21316502.000000 Penalty: 5999.907227
	Iteration 9Q: 3 clusters Score -2.13165e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116438 members 
Mstep: Class 2 contains 62821 members 
Entering Unmasked Estep 
Score: -21318056.000000 Penalty: 5999.907227
	Iteration 10Q: 3 clusters Score -2.131806e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120349 members 
Mstep: Class 2 contains 58910 members 
Entering Unmasked Estep 
Score: -21319072.000000 Penalty: 5999.907227
	Iteration 11Q: 3 clusters Score -2.131907e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124351 members 
Mstep: Class 2 contains 54908 members 
Entering Unmasked Estep 
Score: -21319880.000000 Penalty: 5999.907227
	Iteration 12Q: 3 clusters Score -2.131988e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128322 members 
Mstep: Class 2 contains 50937 members 
Entering Unmasked Estep 
Score: -21320624.000000 Penalty: 5999.907227
	Iteration 13Q: 3 clusters Score -2.132062e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132348 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -21321398.000000 Penalty: 5999.907227
	Iteration 14Q: 3 clusters Score -2.13214e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136381 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -21322104.000000 Penalty: 5999.907227
	Iteration 15Q: 3 clusters Score -2.13221e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140359 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -21323026.000000 Penalty: 5999.907227
	Iteration 16Q: 3 clusters Score -2.132303e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144279 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -21323686.000000 Penalty: 5999.907227
	Iteration 17Q: 3 clusters Score -2.132369e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148074 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -21324798.000000 Penalty: 5999.907227
	Iteration 18Q: 3 clusters Score -2.13248e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151928 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -21325520.000000 Penalty: 5999.907227
	Iteration 19Q: 3 clusters Score -2.132552e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155708 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -21326308.000000 Penalty: 5999.907227
	Iteration 20F: 3 clusters Score -2.132631e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159230 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -21327122.000000 Penalty: 5999.907227
	Iteration 21Q: 3 clusters Score -2.132712e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162441 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -21327650.000000 Penalty: 5999.907227
	Iteration 22Q: 3 clusters Score -2.132765e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165229 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -21327958.000000 Penalty: 5999.907227
	Iteration 23Q: 3 clusters Score -2.132796e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167621 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -21328098.000000 Penalty: 5999.907227
	Iteration 24Q: 3 clusters Score -2.13281e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169630 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -21328280.000000 Penalty: 5999.907227
	Iteration 25Q: 3 clusters Score -2.132828e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171206 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -21328466.000000 Penalty: 5999.907227
	Iteration 26Q: 3 clusters Score -2.132847e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172529 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -21328464.000000 Penalty: 5999.907227
	Iteration 27Q: 3 clusters Score -2.132846e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173560 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -21328540.000000 Penalty: 5999.907227
	Iteration 28Q: 3 clusters Score -2.132854e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174418 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -21328400.000000 Penalty: 5999.907227
	Iteration 29Q: 3 clusters Score -2.13284e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175076 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -21328394.000000 Penalty: 5999.907227
	Iteration 30Q: 3 clusters Score -2.132839e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175575 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -21328404.000000 Penalty: 5999.907227
	Iteration 31Q: 3 clusters Score -2.13284e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175964 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -21328318.000000 Penalty: 5999.907227
	Iteration 32Q: 3 clusters Score -2.132832e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176256 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -21328288.000000 Penalty: 5999.907227
	Iteration 33Q: 3 clusters Score -2.132829e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176461 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -21328202.000000 Penalty: 5999.907227
	Iteration 34Q: 3 clusters Score -2.13282e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176652 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -21328182.000000 Penalty: 5999.907227
	Iteration 35Q: 3 clusters Score -2.132818e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176792 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -21328152.000000 Penalty: 5999.907227
	Iteration 36Q: 3 clusters Score -2.132815e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176914 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -21328170.000000 Penalty: 5999.907227
	Iteration 37Q: 3 clusters Score -2.132817e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177003 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -21328158.000000 Penalty: 5999.907227
	Iteration 38Q: 3 clusters Score -2.132816e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177073 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -21328116.000000 Penalty: 5999.907227
	Iteration 39Q: 3 clusters Score -2.132812e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177140 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -21328132.000000 Penalty: 5999.907227
	Iteration 40F: 3 clusters Score -2.132813e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177203 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -21328118.000000 Penalty: 5999.907227
	Iteration 41Q: 3 clusters Score -2.132812e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177238 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -21328086.000000 Penalty: 5999.907227
	Iteration 42Q: 3 clusters Score -2.132809e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177261 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -21328084.000000 Penalty: 5999.907227
	Iteration 43Q: 3 clusters Score -2.132808e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177290 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -21328092.000000 Penalty: 5999.907227
	Iteration 44Q: 3 clusters Score -2.132809e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177314 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -21328072.000000 Penalty: 5999.907227
	Iteration 45Q: 3 clusters Score -2.132807e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177337 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -21328086.000000 Penalty: 5999.907227
	Iteration 46Q: 3 clusters Score -2.132809e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177357 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -21328098.000000 Penalty: 5999.907227
	Iteration 47Q: 3 clusters Score -2.13281e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177373 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -21328082.000000 Penalty: 5999.907227
	Iteration 48Q: 3 clusters Score -2.132808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177382 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -21328092.000000 Penalty: 5999.907227
	Iteration 49Q: 3 clusters Score -2.132809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177388 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -21328092.000000 Penalty: 5999.907227
	Iteration 50Q: 3 clusters Score -2.132809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177401 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -21328092.000000 Penalty: 5999.907227
	Iteration 51Q: 3 clusters Score -2.132809e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177412 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -21328094.000000 Penalty: 5999.907227
	Iteration 52Q: 3 clusters Score -2.132809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177419 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -21328100.000000 Penalty: 5999.907227
	Iteration 53Q: 3 clusters Score -2.13281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177426 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -21328094.000000 Penalty: 5999.907227
	Iteration 54Q: 3 clusters Score -2.132809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177430 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -21328078.000000 Penalty: 5999.907227
	Iteration 55Q: 3 clusters Score -2.132808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177433 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -21328088.000000 Penalty: 5999.907227
	Iteration 56Q: 3 clusters Score -2.132809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177434 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -21328086.000000 Penalty: 5999.907227
	Iteration 57Q: 3 clusters Score -2.132809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177435 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -21328076.000000 Penalty: 5999.907227
	Iteration 58Q: 3 clusters Score -2.132808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177436 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -21328078.000000 Penalty: 5999.907227
	Iteration 59Q: 3 clusters Score -2.132808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177438 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -21328084.000000 Penalty: 5999.907227
	Iteration 60F: 3 clusters Score -2.132808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177442 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -21328092.000000 Penalty: 5999.907227
	Iteration 61Q: 3 clusters Score -2.132809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177449 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -21328086.000000 Penalty: 5999.907227
	Iteration 62Q: 3 clusters Score -2.132809e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177458 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -21328092.000000 Penalty: 5999.907227
	Iteration 63Q: 3 clusters Score -2.132809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177463 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -21328090.000000 Penalty: 5999.907227
	Iteration 64Q: 3 clusters Score -2.132809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177467 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -21328094.000000 Penalty: 5999.907227
	Iteration 65Q: 3 clusters Score -2.132809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177469 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -21328104.000000 Penalty: 5999.907227
	Iteration 66Q: 3 clusters Score -2.13281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177471 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -21328094.000000 Penalty: 5999.907227
	Iteration 67Q: 3 clusters Score -2.132809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177473 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -21328094.000000 Penalty: 5999.907227
	Iteration 68Q: 3 clusters Score -2.132809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177475 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -21328090.000000 Penalty: 5999.907227
	Iteration 69Q: 3 clusters Score -2.132809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177477 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -21328098.000000 Penalty: 5999.907227
	Iteration 70Q: 3 clusters Score -2.13281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177479 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -21328092.000000 Penalty: 5999.907227
	Iteration 71Q: 3 clusters Score -2.132809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177482 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -21328092.000000 Penalty: 5999.907227
	Iteration 72Q: 3 clusters Score -2.132809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177483 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -21328100.000000 Penalty: 5999.907227
	Iteration 73Q: 3 clusters Score -2.13281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177483 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -21328100.000000 Penalty: 5999.907227
	Iteration 74F: 3 clusters Score -2.13281e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Entering Unmasked Estep 
Score: -1937713.375000 Penalty: 2400.678955
	Iteration 0F: 2 clusters Score -1937713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1926278.250000 Penalty: 4801.357910
	Iteration 0F: 3 clusters Score -1926278 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1929963.250000 Penalty: 4801.357910
	Iteration 1F: 3 clusters Score -1929963 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1930443.500000 Penalty: 4801.357910
	Iteration 2F: 3 clusters Score -1930444 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1930852.875000 Penalty: 4801.357910
	Iteration 3F: 3 clusters Score -1930853 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1931240.875000 Penalty: 4801.357910
	Iteration 4Q: 3 clusters Score -1931241 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1931604.500000 Penalty: 4801.357910
	Iteration 5Q: 3 clusters Score -1931604 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1931972.875000 Penalty: 4801.357910
	Iteration 6Q: 3 clusters Score -1931973 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1932373.000000 Penalty: 4801.357910
	Iteration 7Q: 3 clusters Score -1932373 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1932805.000000 Penalty: 4801.357910
	Iteration 8Q: 3 clusters Score -1932805 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1933289.125000 Penalty: 4801.357910
	Iteration 9Q: 3 clusters Score -1933289 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1933733.500000 Penalty: 4801.357910
	Iteration 10Q: 3 clusters Score -1933734 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1934023.125000 Penalty: 4801.357910
	Iteration 11Q: 3 clusters Score -1934023 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1934225.500000 Penalty: 4801.357910
	Iteration 12Q: 3 clusters Score -1934226 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1934381.125000 Penalty: 4801.357910
	Iteration 13Q: 3 clusters Score -1934381 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1934501.625000 Penalty: 4801.357910
	Iteration 14Q: 3 clusters Score -1934502 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1934587.750000 Penalty: 4801.357910
	Iteration 15Q: 3 clusters Score -1934588 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1934658.750000 Penalty: 4801.357910
	Iteration 16Q: 3 clusters Score -1934659 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1934715.750000 Penalty: 4801.357910
	Iteration 17Q: 3 clusters Score -1934716 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1934770.250000 Penalty: 4801.357910
	Iteration 18Q: 3 clusters Score -1934770 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1934807.250000 Penalty: 4801.357910
	Iteration 19Q: 3 clusters Score -1934807 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1934848.500000 Penalty: 4801.357910
	Iteration 20F: 3 clusters Score -1934848 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1934888.250000 Penalty: 4801.357910
	Iteration 21Q: 3 clusters Score -1934888 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1934914.375000 Penalty: 4801.357910
	Iteration 22Q: 3 clusters Score -1934914 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1934940.250000 Penalty: 4801.357910
	Iteration 23Q: 3 clusters Score -1934940 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1934955.500000 Penalty: 4801.357910
	Iteration 24Q: 3 clusters Score -1934956 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1934983.625000 Penalty: 4801.357910
	Iteration 25Q: 3 clusters Score -1934984 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1934997.250000 Penalty: 4801.357910
	Iteration 26Q: 3 clusters Score -1934997 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1935007.250000 Penalty: 4801.357910
	Iteration 27Q: 3 clusters Score -1935007 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1935022.750000 Penalty: 4801.357910
	Iteration 28Q: 3 clusters Score -1935023 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1935034.000000 Penalty: 4801.357910
	Iteration 29Q: 3 clusters Score -1935034 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1935045.750000 Penalty: 4801.357910
	Iteration 30Q: 3 clusters Score -1935046 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1935054.750000 Penalty: 4801.357910
	Iteration 31Q: 3 clusters Score -1935055 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1935062.000000 Penalty: 4801.357910
	Iteration 32Q: 3 clusters Score -1935062 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1935070.625000 Penalty: 4801.357910
	Iteration 33Q: 3 clusters Score -1935071 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1935083.250000 Penalty: 4801.357910
	Iteration 34Q: 3 clusters Score -1935083 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1935092.250000 Penalty: 4801.357910
	Iteration 35Q: 3 clusters Score -1935092 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1935099.625000 Penalty: 4801.357910
	Iteration 36Q: 3 clusters Score -1935100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1935110.750000 Penalty: 4801.357910
	Iteration 37Q: 3 clusters Score -1935111 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1935123.875000 Penalty: 4801.357910
	Iteration 38Q: 3 clusters Score -1935124 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1935131.000000 Penalty: 4801.357910
	Iteration 39Q: 3 clusters Score -1935131 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1935141.875000 Penalty: 4801.357910
	Iteration 40F: 3 clusters Score -1935142 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1935159.375000 Penalty: 4801.357910
	Iteration 41Q: 3 clusters Score -1935159 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1935171.875000 Penalty: 4801.357910
	Iteration 42Q: 3 clusters Score -1935172 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1935191.625000 Penalty: 4801.357910
	Iteration 43Q: 3 clusters Score -1935192 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1935202.125000 Penalty: 4801.357910
	Iteration 44Q: 3 clusters Score -1935202 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1935212.500000 Penalty: 4801.357910
	Iteration 45Q: 3 clusters Score -1935212 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1935228.375000 Penalty: 4801.357910
	Iteration 46Q: 3 clusters Score -1935228 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1935245.750000 Penalty: 4801.357910
	Iteration 47Q: 3 clusters Score -1935246 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1935254.625000 Penalty: 4801.357910
	Iteration 48Q: 3 clusters Score -1935255 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1935268.500000 Penalty: 4801.357910
	Iteration 49Q: 3 clusters Score -1935268 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1935279.875000 Penalty: 4801.357910
	Iteration 50Q: 3 clusters Score -1935280 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1935295.125000 Penalty: 4801.357910
	Iteration 51Q: 3 clusters Score -1935295 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1935305.625000 Penalty: 4801.357910
	Iteration 52Q: 3 clusters Score -1935306 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1935318.000000 Penalty: 4801.357910
	Iteration 53Q: 3 clusters Score -1935318 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1935329.250000 Penalty: 4801.357910
	Iteration 54Q: 3 clusters Score -1935329 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1935340.625000 Penalty: 4801.357910
	Iteration 55Q: 3 clusters Score -1935341 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1935342.000000 Penalty: 4801.357910
	Iteration 56Q: 3 clusters Score -1935342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1935353.000000 Penalty: 4801.357910
	Iteration 57Q: 3 clusters Score -1935353 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1935359.875000 Penalty: 4801.357910
	Iteration 58Q: 3 clusters Score -1935360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1935369.375000 Penalty: 4801.357910
	Iteration 59Q: 3 clusters Score -1935369 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1935383.375000 Penalty: 4801.357910
	Iteration 60F: 3 clusters Score -1935383 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1935396.250000 Penalty: 4801.357910
	Iteration 61Q: 3 clusters Score -1935396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1935405.000000 Penalty: 4801.357910
	Iteration 62Q: 3 clusters Score -1935405 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1935409.500000 Penalty: 4801.357910
	Iteration 63Q: 3 clusters Score -1935410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1935423.500000 Penalty: 4801.357910
	Iteration 64Q: 3 clusters Score -1935424 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1935440.625000 Penalty: 4801.357910
	Iteration 65Q: 3 clusters Score -1935441 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1935445.500000 Penalty: 4801.357910
	Iteration 66Q: 3 clusters Score -1935446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1935450.000000 Penalty: 4801.357910
	Iteration 67Q: 3 clusters Score -1935450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1935460.750000 Penalty: 4801.357910
	Iteration 68Q: 3 clusters Score -1935461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1935466.375000 Penalty: 4801.357910
	Iteration 69Q: 3 clusters Score -1935466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1935470.000000 Penalty: 4801.357910
	Iteration 70Q: 3 clusters Score -1935470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1935474.375000 Penalty: 4801.357910
	Iteration 71Q: 3 clusters Score -1935474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1935473.750000 Penalty: 4801.357910
	Iteration 72Q: 3 clusters Score -1935474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1935477.250000 Penalty: 4801.357910
	Iteration 73Q: 3 clusters Score -1935477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1935485.375000 Penalty: 4801.357910
	Iteration 74Q: 3 clusters Score -1935485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1935488.875000 Penalty: 4801.357910
	Iteration 75Q: 3 clusters Score -1935489 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1935495.375000 Penalty: 4801.357910
	Iteration 76Q: 3 clusters Score -1935495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1935499.000000 Penalty: 4801.357910
	Iteration 77Q: 3 clusters Score -1935499 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1935509.375000 Penalty: 4801.357910
	Iteration 78Q: 3 clusters Score -1935509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1935510.875000 Penalty: 4801.357910
	Iteration 79Q: 3 clusters Score -1935511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1935520.500000 Penalty: 4801.357910
	Iteration 80F: 3 clusters Score -1935520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1935523.750000 Penalty: 4801.357910
	Iteration 81Q: 3 clusters Score -1935524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1935527.625000 Penalty: 4801.357910
	Iteration 82Q: 3 clusters Score -1935528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1935532.875000 Penalty: 4801.357910
	Iteration 83Q: 3 clusters Score -1935533 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1935549.500000 Penalty: 4801.357910
	Iteration 84Q: 3 clusters Score -1935550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1935553.500000 Penalty: 4801.357910
	Iteration 85Q: 3 clusters Score -1935554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1935565.250000 Penalty: 4801.357910
	Iteration 86Q: 3 clusters Score -1935565 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1935568.625000 Penalty: 4801.357910
	Iteration 87Q: 3 clusters Score -1935569 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1935581.500000 Penalty: 4801.357910
	Iteration 88Q: 3 clusters Score -1935582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1935590.125000 Penalty: 4801.357910
	Iteration 89Q: 3 clusters Score -1935590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1935599.000000 Penalty: 4801.357910
	Iteration 90Q: 3 clusters Score -1935599 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1935605.250000 Penalty: 4801.357910
	Iteration 91Q: 3 clusters Score -1935605 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1935610.625000 Penalty: 4801.357910
	Iteration 92Q: 3 clusters Score -1935611 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1935630.250000 Penalty: 4801.357910
	Iteration 93Q: 3 clusters Score -1935630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1935637.250000 Penalty: 4801.357910
	Iteration 94Q: 3 clusters Score -1935637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1935648.750000 Penalty: 4801.357910
	Iteration 95Q: 3 clusters Score -1935649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1935650.500000 Penalty: 4801.357910
	Iteration 96Q: 3 clusters Score -1935650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1935660.000000 Penalty: 4801.357910
	Iteration 97Q: 3 clusters Score -1935660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1935669.625000 Penalty: 4801.357910
	Iteration 98Q: 3 clusters Score -1935670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1935677.250000 Penalty: 4801.357910
	Iteration 99Q: 3 clusters Score -1935677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1935682.375000 Penalty: 4801.357910
	Iteration 100F: 3 clusters Score -1935682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1935685.375000 Penalty: 4801.357910
	Iteration 101Q: 3 clusters Score -1935685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1935692.375000 Penalty: 4801.357910
	Iteration 102Q: 3 clusters Score -1935692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1935701.375000 Penalty: 4801.357910
	Iteration 103Q: 3 clusters Score -1935701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1935711.625000 Penalty: 4801.357910
	Iteration 104Q: 3 clusters Score -1935712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1935723.375000 Penalty: 4801.357910
	Iteration 105Q: 3 clusters Score -1935723 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1935734.125000 Penalty: 4801.357910
	Iteration 106Q: 3 clusters Score -1935734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1935740.500000 Penalty: 4801.357910
	Iteration 107Q: 3 clusters Score -1935740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1935745.750000 Penalty: 4801.357910
	Iteration 108Q: 3 clusters Score -1935746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1935750.750000 Penalty: 4801.357910
	Iteration 109Q: 3 clusters Score -1935751 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1935751.500000 Penalty: 4801.357910
	Iteration 110Q: 3 clusters Score -1935752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1935762.625000 Penalty: 4801.357910
	Iteration 111Q: 3 clusters Score -1935763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1935768.500000 Penalty: 4801.357910
	Iteration 112Q: 3 clusters Score -1935768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1935773.250000 Penalty: 4801.357910
	Iteration 113Q: 3 clusters Score -1935773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1935777.375000 Penalty: 4801.357910
	Iteration 114Q: 3 clusters Score -1935777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1935778.250000 Penalty: 4801.357910
	Iteration 115Q: 3 clusters Score -1935778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1935782.500000 Penalty: 4801.357910
	Iteration 116Q: 3 clusters Score -1935782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1935784.500000 Penalty: 4801.357910
	Iteration 117Q: 3 clusters Score -1935784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1935784.625000 Penalty: 4801.357910
	Iteration 118Q: 3 clusters Score -1935785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1935788.500000 Penalty: 4801.357910
	Iteration 119Q: 3 clusters Score -1935788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1935790.750000 Penalty: 4801.357910
	Iteration 120F: 3 clusters Score -1935791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1935796.500000 Penalty: 4801.357910
	Iteration 121Q: 3 clusters Score -1935796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1935800.000000 Penalty: 4801.357910
	Iteration 122Q: 3 clusters Score -1935800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1935802.500000 Penalty: 4801.357910
	Iteration 123Q: 3 clusters Score -1935802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1935803.750000 Penalty: 4801.357910
	Iteration 124Q: 3 clusters Score -1935804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1935807.125000 Penalty: 4801.357910
	Iteration 125Q: 3 clusters Score -1935807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1935804.750000 Penalty: 4801.357910
	Iteration 126Q: 3 clusters Score -1935805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1935807.125000 Penalty: 4801.357910
	Iteration 127Q: 3 clusters Score -1935807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1935809.500000 Penalty: 4801.357910
	Iteration 128Q: 3 clusters Score -1935810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1935808.000000 Penalty: 4801.357910
	Iteration 129Q: 3 clusters Score -1935808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1935809.000000 Penalty: 4801.357910
	Iteration 130Q: 3 clusters Score -1935809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1935806.500000 Penalty: 4801.357910
	Iteration 131Q: 3 clusters Score -1935806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1935809.375000 Penalty: 4801.357910
	Iteration 132Q: 3 clusters Score -1935809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1935811.250000 Penalty: 4801.357910
	Iteration 133Q: 3 clusters Score -1935811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1935809.500000 Penalty: 4801.357910
	Iteration 134Q: 3 clusters Score -1935810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1935813.625000 Penalty: 4801.357910
	Iteration 135Q: 3 clusters Score -1935814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1935815.125000 Penalty: 4801.357910
	Iteration 136Q: 3 clusters Score -1935815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1935817.000000 Penalty: 4801.357910
	Iteration 137Q: 3 clusters Score -1935817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1935817.000000 Penalty: 4801.357910
	Iteration 138F: 3 clusters Score -1935817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Entering Unmasked Estep 
Score: -1138601.500000 Penalty: 2270.894775
	Iteration 0F: 2 clusters Score -1138602 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 4806 members 
Entering Unmasked Estep 
Score: -1131279.500000 Penalty: 4541.789551
	Iteration 0F: 3 clusters Score -1131280 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1133377.000000 Penalty: 4541.789551
	Iteration 1F: 3 clusters Score -1133377 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1133687.125000 Penalty: 4541.789551
	Iteration 2F: 3 clusters Score -1133687 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1133947.000000 Penalty: 4541.789551
	Iteration 3F: 3 clusters Score -1133947 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1134202.875000 Penalty: 4541.789551
	Iteration 4Q: 3 clusters Score -1134203 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1134464.875000 Penalty: 4541.789551
	Iteration 5Q: 3 clusters Score -1134465 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1134750.125000 Penalty: 4541.789551
	Iteration 6Q: 3 clusters Score -1134750 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1135072.625000 Penalty: 4541.789551
	Iteration 7F: 3 clusters Score -1135073 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1135422.875000 Penalty: 4541.789551
	Iteration 8F: 3 clusters Score -1135423 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1135783.000000 Penalty: 4541.789551
	Iteration 9Q: 3 clusters Score -1135783 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1136121.125000 Penalty: 4541.789551
	Iteration 10Q: 3 clusters Score -1136121 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1136378.000000 Penalty: 4541.789551
	Iteration 11Q: 3 clusters Score -1136378 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1136555.875000 Penalty: 4541.789551
	Iteration 12Q: 3 clusters Score -1136556 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1136704.625000 Penalty: 4541.789551
	Iteration 13Q: 3 clusters Score -1136705 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1136800.125000 Penalty: 4541.789551
	Iteration 14Q: 3 clusters Score -1136800 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1136852.875000 Penalty: 4541.789551
	Iteration 15Q: 3 clusters Score -1136853 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1136887.250000 Penalty: 4541.789551
	Iteration 16Q: 3 clusters Score -1136887 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1136912.500000 Penalty: 4541.789551
	Iteration 17Q: 3 clusters Score -1136912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1136930.500000 Penalty: 4541.789551
	Iteration 18Q: 3 clusters Score -1136930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1136945.000000 Penalty: 4541.789551
	Iteration 19Q: 3 clusters Score -1136945 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1136953.375000 Penalty: 4541.789551
	Iteration 20F: 3 clusters Score -1136953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1136966.250000 Penalty: 4541.789551
	Iteration 21Q: 3 clusters Score -1136966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1136970.875000 Penalty: 4541.789551
	Iteration 22Q: 3 clusters Score -1136971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1136976.500000 Penalty: 4541.789551
	Iteration 23Q: 3 clusters Score -1136976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1136977.000000 Penalty: 4541.789551
	Iteration 24Q: 3 clusters Score -1136977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1136981.000000 Penalty: 4541.789551
	Iteration 25Q: 3 clusters Score -1136981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1136982.375000 Penalty: 4541.789551
	Iteration 26Q: 3 clusters Score -1136982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1136983.250000 Penalty: 4541.789551
	Iteration 27Q: 3 clusters Score -1136983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1136982.625000 Penalty: 4541.789551
	Iteration 28Q: 3 clusters Score -1136983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1136984.500000 Penalty: 4541.789551
	Iteration 29Q: 3 clusters Score -1136984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1136985.375000 Penalty: 4541.789551
	Iteration 30Q: 3 clusters Score -1136985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1136985.375000 Penalty: 4541.789551
	Iteration 31Q: 3 clusters Score -1136985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1136985.125000 Penalty: 4541.789551
	Iteration 32Q: 3 clusters Score -1136985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1136985.125000 Penalty: 4541.789551
	Iteration 33F: 3 clusters Score -1136985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Entering Unmasked Estep 
Score: -4995172.000000 Penalty: 2636.071289
	Iteration 0F: 2 clusters Score -4995172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -4967092.500000 Penalty: 5272.142578
	Iteration 0F: 3 clusters Score -4967092 nChanged 19014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -4977591.500000 Penalty: 5272.142578
	Iteration 1F: 3 clusters Score -4977592 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -4978033.000000 Penalty: 5272.142578
	Iteration 2Q: 3 clusters Score -4978033 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -4978419.500000 Penalty: 5272.142578
	Iteration 3Q: 3 clusters Score -4978420 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -4978837.000000 Penalty: 5272.142578
	Iteration 4Q: 3 clusters Score -4978837 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -4979320.500000 Penalty: 5272.142578
	Iteration 5Q: 3 clusters Score -4979320 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -4979913.500000 Penalty: 5272.142578
	Iteration 6Q: 3 clusters Score -4979914 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -4980770.000000 Penalty: 5272.142578
	Iteration 7Q: 3 clusters Score -4980770 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -4982112.500000 Penalty: 5272.142578
	Iteration 8F: 3 clusters Score -4982112 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -4984001.000000 Penalty: 5272.142578
	Iteration 9F: 3 clusters Score -4984001 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -4986201.500000 Penalty: 5272.142578
	Iteration 10F: 3 clusters Score -4986202 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -4988351.500000 Penalty: 5272.142578
	Iteration 11F: 3 clusters Score -4988352 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -4990036.500000 Penalty: 5272.142578
	Iteration 12Q: 3 clusters Score -4990036 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -4991178.000000 Penalty: 5272.142578
	Iteration 13Q: 3 clusters Score -4991178 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -4991867.000000 Penalty: 5272.142578
	Iteration 14Q: 3 clusters Score -4991867 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -4992260.500000 Penalty: 5272.142578
	Iteration 15Q: 3 clusters Score -4992260 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -4992494.500000 Penalty: 5272.142578
	Iteration 16Q: 3 clusters Score -4992494 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -4992630.000000 Penalty: 5272.142578
	Iteration 17Q: 3 clusters Score -4992630 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -4992728.500000 Penalty: 5272.142578
	Iteration 18Q: 3 clusters Score -4992728 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -4992771.000000 Penalty: 5272.142578
	Iteration 19Q: 3 clusters Score -4992771 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -4992801.500000 Penalty: 5272.142578
	Iteration 20F: 3 clusters Score -4992802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -4992816.000000 Penalty: 5272.142578
	Iteration 21Q: 3 clusters Score -4992816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -4992827.500000 Penalty: 5272.142578
	Iteration 22Q: 3 clusters Score -4992828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -4992846.500000 Penalty: 5272.142578
	Iteration 23Q: 3 clusters Score -4992846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -4992852.500000 Penalty: 5272.142578
	Iteration 24Q: 3 clusters Score -4992852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -4992864.000000 Penalty: 5272.142578
	Iteration 25Q: 3 clusters Score -4992864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -4992873.500000 Penalty: 5272.142578
	Iteration 26Q: 3 clusters Score -4992874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -4992875.500000 Penalty: 5272.142578
	Iteration 27Q: 3 clusters Score -4992876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -4992880.500000 Penalty: 5272.142578
	Iteration 28Q: 3 clusters Score -4992880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -4992884.500000 Penalty: 5272.142578
	Iteration 29Q: 3 clusters Score -4992884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -4992886.000000 Penalty: 5272.142578
	Iteration 30Q: 3 clusters Score -4992886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -4992888.500000 Penalty: 5272.142578
	Iteration 31Q: 3 clusters Score -4992888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -4992889.500000 Penalty: 5272.142578
	Iteration 32Q: 3 clusters Score -4992890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -4992895.000000 Penalty: 5272.142578
	Iteration 33Q: 3 clusters Score -4992895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -4992897.500000 Penalty: 5272.142578
	Iteration 34Q: 3 clusters Score -4992898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -4992896.500000 Penalty: 5272.142578
	Iteration 35Q: 3 clusters Score -4992896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -4992896.500000 Penalty: 5272.142578
	Iteration 36F: 3 clusters Score -4992896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Entering Unmasked Estep 
Score: -203988.906250 Penalty: 1847.763916
	Iteration 0F: 2 clusters Score -203988.9 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 847 members 
Entering Unmasked Estep 
Score: -201550.718750 Penalty: 3695.527832
	Iteration 0F: 3 clusters Score -201550.7 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -202005.578125 Penalty: 3695.527832
	Iteration 1F: 3 clusters Score -202005.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -202133.687500 Penalty: 3695.527832
	Iteration 2F: 3 clusters Score -202133.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -202191.718750 Penalty: 3695.527832
	Iteration 3Q: 3 clusters Score -202191.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -202226.250000 Penalty: 3695.527832
	Iteration 4Q: 3 clusters Score -202226.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -202239.796875 Penalty: 3695.527832
	Iteration 5Q: 3 clusters Score -202239.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -202252.734375 Penalty: 3695.527832
	Iteration 6Q: 3 clusters Score -202252.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -202261.734375 Penalty: 3695.527832
	Iteration 7Q: 3 clusters Score -202261.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -202267.625000 Penalty: 3695.527832
	Iteration 8Q: 3 clusters Score -202267.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -202273.437500 Penalty: 3695.527832
	Iteration 9Q: 3 clusters Score -202273.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -202276.000000 Penalty: 3695.527832
	Iteration 10Q: 3 clusters Score -202276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -202278.500000 Penalty: 3695.527832
	Iteration 11Q: 3 clusters Score -202278.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -202281.578125 Penalty: 3695.527832
	Iteration 12Q: 3 clusters Score -202281.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -202282.328125 Penalty: 3695.527832
	Iteration 13Q: 3 clusters Score -202282.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -202283.015625 Penalty: 3695.527832
	Iteration 14Q: 3 clusters Score -202283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -202283.015625 Penalty: 3695.527832
	Iteration 15F: 3 clusters Score -202283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Entering Unmasked Estep 
Score: -516253.281250 Penalty: 2072.600098
	Iteration 0F: 2 clusters Score -516253.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -512195.593750 Penalty: 4145.200195
	Iteration 0F: 3 clusters Score -512195.6 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -513067.937500 Penalty: 4145.200195
	Iteration 1F: 3 clusters Score -513067.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -513258.281250 Penalty: 4145.200195
	Iteration 2F: 3 clusters Score -513258.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -513379.781250 Penalty: 4145.200195
	Iteration 3Q: 3 clusters Score -513379.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -513521.312500 Penalty: 4145.200195
	Iteration 4Q: 3 clusters Score -513521.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -513651.593750 Penalty: 4145.200195
	Iteration 5Q: 3 clusters Score -513651.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -513783.343750 Penalty: 4145.200195
	Iteration 6Q: 3 clusters Score -513783.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -513914.875000 Penalty: 4145.200195
	Iteration 7Q: 3 clusters Score -513914.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -514032.250000 Penalty: 4145.200195
	Iteration 8Q: 3 clusters Score -514032.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -514139.593750 Penalty: 4145.200195
	Iteration 9Q: 3 clusters Score -514139.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -514245.250000 Penalty: 4145.200195
	Iteration 10Q: 3 clusters Score -514245.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -514361.500000 Penalty: 4145.200195
	Iteration 11Q: 3 clusters Score -514361.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -514462.937500 Penalty: 4145.200195
	Iteration 12Q: 3 clusters Score -514462.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -514585.968750 Penalty: 4145.200195
	Iteration 13Q: 3 clusters Score -514586 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -514708.218750 Penalty: 4145.200195
	Iteration 14Q: 3 clusters Score -514708.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -514811.656250 Penalty: 4145.200195
	Iteration 15Q: 3 clusters Score -514811.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -514903.093750 Penalty: 4145.200195
	Iteration 16Q: 3 clusters Score -514903.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -514983.625000 Penalty: 4145.200195
	Iteration 17Q: 3 clusters Score -514983.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -515073.218750 Penalty: 4145.200195
	Iteration 18Q: 3 clusters Score -515073.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -515153.843750 Penalty: 4145.200195
	Iteration 19Q: 3 clusters Score -515153.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -515206.062500 Penalty: 4145.200195
	Iteration 20F: 3 clusters Score -515206.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -515259.937500 Penalty: 4145.200195
	Iteration 21Q: 3 clusters Score -515259.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -515310.156250 Penalty: 4145.200195
	Iteration 22Q: 3 clusters Score -515310.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -515336.968750 Penalty: 4145.200195
	Iteration 23Q: 3 clusters Score -515337 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -515353.125000 Penalty: 4145.200195
	Iteration 24Q: 3 clusters Score -515353.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -515360.500000 Penalty: 4145.200195
	Iteration 25Q: 3 clusters Score -515360.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -515366.625000 Penalty: 4145.200195
	Iteration 26Q: 3 clusters Score -515366.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -515369.250000 Penalty: 4145.200195
	Iteration 27Q: 3 clusters Score -515369.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -515372.718750 Penalty: 4145.200195
	Iteration 28Q: 3 clusters Score -515372.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -515375.718750 Penalty: 4145.200195
	Iteration 29Q: 3 clusters Score -515375.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -515384.031250 Penalty: 4145.200195
	Iteration 30Q: 3 clusters Score -515384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -515388.656250 Penalty: 4145.200195
	Iteration 31Q: 3 clusters Score -515388.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -515392.375000 Penalty: 4145.200195
	Iteration 32Q: 3 clusters Score -515392.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -515392.718750 Penalty: 4145.200195
	Iteration 33Q: 3 clusters Score -515392.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -515394.937500 Penalty: 4145.200195
	Iteration 34Q: 3 clusters Score -515394.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -515395.656250 Penalty: 4145.200195
	Iteration 35Q: 3 clusters Score -515395.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -515396.156250 Penalty: 4145.200195
	Iteration 36Q: 3 clusters Score -515396.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -515397.031250 Penalty: 4145.200195
	Iteration 37Q: 3 clusters Score -515397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -515397.531250 Penalty: 4145.200195
	Iteration 38Q: 3 clusters Score -515397.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -515396.687500 Penalty: 4145.200195
	Iteration 39Q: 3 clusters Score -515396.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -515398.593750 Penalty: 4145.200195
	Iteration 40F: 3 clusters Score -515398.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -515401.843750 Penalty: 4145.200195
	Iteration 41Q: 3 clusters Score -515401.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -515401.875000 Penalty: 4145.200195
	Iteration 42Q: 3 clusters Score -515401.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -515402.125000 Penalty: 4145.200195
	Iteration 43Q: 3 clusters Score -515402.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -515402.812500 Penalty: 4145.200195
	Iteration 44Q: 3 clusters Score -515402.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -515403.125000 Penalty: 4145.200195
	Iteration 45Q: 3 clusters Score -515403.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -515403.687500 Penalty: 4145.200195
	Iteration 46Q: 3 clusters Score -515403.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -515403.687500 Penalty: 4145.200195
	Iteration 47F: 3 clusters Score -515403.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Entering Unmasked Estep 
Score: -3104977.000000 Penalty: 2516.383789
	Iteration 0F: 2 clusters Score -3104977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -3087407.000000 Penalty: 5032.767578
	Iteration 0F: 3 clusters Score -3087407 nChanged 11272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -3093416.500000 Penalty: 5032.767578
	Iteration 1F: 3 clusters Score -3093416 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -3093800.000000 Penalty: 5032.767578
	Iteration 2Q: 3 clusters Score -3093800 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -3094113.250000 Penalty: 5032.767578
	Iteration 3Q: 3 clusters Score -3094113 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -3094379.000000 Penalty: 5032.767578
	Iteration 4Q: 3 clusters Score -3094379 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -3094651.500000 Penalty: 5032.767578
	Iteration 5Q: 3 clusters Score -3094652 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -3094902.500000 Penalty: 5032.767578
	Iteration 6Q: 3 clusters Score -3094902 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -3095207.250000 Penalty: 5032.767578
	Iteration 7Q: 3 clusters Score -3095207 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -3095566.250000 Penalty: 5032.767578
	Iteration 8Q: 3 clusters Score -3095566 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -3095972.000000 Penalty: 5032.767578
	Iteration 9Q: 3 clusters Score -3095972 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -3096493.250000 Penalty: 5032.767578
	Iteration 10Q: 3 clusters Score -3096493 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -3097164.250000 Penalty: 5032.767578
	Iteration 11Q: 3 clusters Score -3097164 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -3097937.750000 Penalty: 5032.767578
	Iteration 12Q: 3 clusters Score -3097938 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -3098869.250000 Penalty: 5032.767578
	Iteration 13Q: 3 clusters Score -3098869 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -3099702.000000 Penalty: 5032.767578
	Iteration 14Q: 3 clusters Score -3099702 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -3100414.750000 Penalty: 5032.767578
	Iteration 15Q: 3 clusters Score -3100415 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -3100970.500000 Penalty: 5032.767578
	Iteration 16Q: 3 clusters Score -3100970 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3101398.750000 Penalty: 5032.767578
	Iteration 17Q: 3 clusters Score -3101399 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3101741.000000 Penalty: 5032.767578
	Iteration 18Q: 3 clusters Score -3101741 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3101990.250000 Penalty: 5032.767578
	Iteration 19Q: 3 clusters Score -3101990 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3102156.250000 Penalty: 5032.767578
	Iteration 20F: 3 clusters Score -3102156 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3102291.750000 Penalty: 5032.767578
	Iteration 21Q: 3 clusters Score -3102292 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3102411.000000 Penalty: 5032.767578
	Iteration 22Q: 3 clusters Score -3102411 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3102505.000000 Penalty: 5032.767578
	Iteration 23Q: 3 clusters Score -3102505 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3102570.250000 Penalty: 5032.767578
	Iteration 24Q: 3 clusters Score -3102570 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3102633.000000 Penalty: 5032.767578
	Iteration 25Q: 3 clusters Score -3102633 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3102681.500000 Penalty: 5032.767578
	Iteration 26Q: 3 clusters Score -3102682 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3102716.500000 Penalty: 5032.767578
	Iteration 27Q: 3 clusters Score -3102716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3102742.000000 Penalty: 5032.767578
	Iteration 28Q: 3 clusters Score -3102742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3102765.500000 Penalty: 5032.767578
	Iteration 29Q: 3 clusters Score -3102766 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3102781.750000 Penalty: 5032.767578
	Iteration 30Q: 3 clusters Score -3102782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3102798.750000 Penalty: 5032.767578
	Iteration 31Q: 3 clusters Score -3102799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3102814.000000 Penalty: 5032.767578
	Iteration 32Q: 3 clusters Score -3102814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3102821.000000 Penalty: 5032.767578
	Iteration 33Q: 3 clusters Score -3102821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3102827.750000 Penalty: 5032.767578
	Iteration 34Q: 3 clusters Score -3102828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3102832.000000 Penalty: 5032.767578
	Iteration 35Q: 3 clusters Score -3102832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3102831.000000 Penalty: 5032.767578
	Iteration 36Q: 3 clusters Score -3102831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3102830.000000 Penalty: 5032.767578
	Iteration 37Q: 3 clusters Score -3102830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3102832.000000 Penalty: 5032.767578
	Iteration 38Q: 3 clusters Score -3102832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3102829.750000 Penalty: 5032.767578
	Iteration 39Q: 3 clusters Score -3102830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3102836.500000 Penalty: 5032.767578
	Iteration 40F: 3 clusters Score -3102836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -163881.593750 Penalty: 1816.800293
	Iteration 0F: 2 clusters Score -163881.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -161562.953125 Penalty: 3633.600586
	Iteration 0F: 3 clusters Score -161563 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -162047.484375 Penalty: 3633.600586
	Iteration 1F: 3 clusters Score -162047.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -162275.328125 Penalty: 3633.600586
	Iteration 2F: 3 clusters Score -162275.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -162468.234375 Penalty: 3633.600586
	Iteration 3F: 3 clusters Score -162468.2 nChanged 80
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: -162641.687500 Penalty: 3633.600586
	Iteration 4F: 3 clusters Score -162641.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -162803.296875 Penalty: 3633.600586
	Iteration 5Q: 3 clusters Score -162803.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -162870.703125 Penalty: 3633.600586
	Iteration 6Q: 3 clusters Score -162870.7 nChanged 36
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: -162922.109375 Penalty: 3633.600586
	Iteration 7Q: 3 clusters Score -162922.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -162968.562500 Penalty: 3633.600586
	Iteration 8Q: 3 clusters Score -162968.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -163005.593750 Penalty: 3633.600586
	Iteration 9Q: 3 clusters Score -163005.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -163042.140625 Penalty: 3633.600586
	Iteration 10Q: 3 clusters Score -163042.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -163062.390625 Penalty: 3633.600586
	Iteration 11Q: 3 clusters Score -163062.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -163073.093750 Penalty: 3633.600586
	Iteration 12Q: 3 clusters Score -163073.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -163083.562500 Penalty: 3633.600586
	Iteration 13Q: 3 clusters Score -163083.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -163091.640625 Penalty: 3633.600586
	Iteration 14Q: 3 clusters Score -163091.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -163096.109375 Penalty: 3633.600586
	Iteration 15Q: 3 clusters Score -163096.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -163101.890625 Penalty: 3633.600586
	Iteration 16Q: 3 clusters Score -163101.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -163109.578125 Penalty: 3633.600586
	Iteration 17Q: 3 clusters Score -163109.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -163115.390625 Penalty: 3633.600586
	Iteration 18Q: 3 clusters Score -163115.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -163127.000000 Penalty: 3633.600586
	Iteration 19Q: 3 clusters Score -163127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -163130.531250 Penalty: 3633.600586
	Iteration 20F: 3 clusters Score -163130.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -163132.843750 Penalty: 3633.600586
	Iteration 21Q: 3 clusters Score -163132.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -163134.875000 Penalty: 3633.600586
	Iteration 22Q: 3 clusters Score -163134.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -163136.187500 Penalty: 3633.600586
	Iteration 23Q: 3 clusters Score -163136.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -163136.187500 Penalty: 3633.600586
	Iteration 24F: 3 clusters Score -163136.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -89825.000000 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -89825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -88038.968750 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -88038.97 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -88332.710938 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -88332.71 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -88483.945312 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -88483.95 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -88619.453125 Penalty: 3339.176514
	Iteration 3F: 3 clusters Score -88619.45 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -88855.304688 Penalty: 3339.176514
	Iteration 4F: 3 clusters Score -88855.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -89058.234375 Penalty: 3339.176514
	Iteration 5Q: 3 clusters Score -89058.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -89170.195312 Penalty: 3339.176514
	Iteration 6Q: 3 clusters Score -89170.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -89236.039062 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -89236.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -89280.328125 Penalty: 3339.176514
	Iteration 8Q: 3 clusters Score -89280.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -89318.523438 Penalty: 3339.176514
	Iteration 9Q: 3 clusters Score -89318.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -89361.289062 Penalty: 3339.176514
	Iteration 10Q: 3 clusters Score -89361.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -89393.859375 Penalty: 3339.176514
	Iteration 11Q: 3 clusters Score -89393.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -89453.492188 Penalty: 3339.176514
	Iteration 12Q: 3 clusters Score -89453.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -89559.726562 Penalty: 3339.176514
	Iteration 13Q: 3 clusters Score -89559.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -89576.937500 Penalty: 3339.176514
	Iteration 14Q: 3 clusters Score -89576.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -89585.648438 Penalty: 3339.176514
	Iteration 15Q: 3 clusters Score -89585.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -89594.625000 Penalty: 3339.176514
	Iteration 16Q: 3 clusters Score -89594.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -89598.148438 Penalty: 3339.176514
	Iteration 17Q: 3 clusters Score -89598.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -89598.148438 Penalty: 3339.176514
	Iteration 18F: 3 clusters Score -89598.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Entering Unmasked Estep 
Score: -422208.843750 Penalty: 2025.151123
	Iteration 0F: 2 clusters Score -422208.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -418639.000000 Penalty: 4050.302246
	Iteration 0F: 3 clusters Score -418639 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -419343.875000 Penalty: 4050.302246
	Iteration 1F: 3 clusters Score -419343.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -419522.281250 Penalty: 4050.302246
	Iteration 2F: 3 clusters Score -419522.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -419634.000000 Penalty: 4050.302246
	Iteration 3Q: 3 clusters Score -419634 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -419699.656250 Penalty: 4050.302246
	Iteration 4Q: 3 clusters Score -419699.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -419744.500000 Penalty: 4050.302246
	Iteration 5Q: 3 clusters Score -419744.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -419780.062500 Penalty: 4050.302246
	Iteration 6Q: 3 clusters Score -419780.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -419808.750000 Penalty: 4050.302246
	Iteration 7Q: 3 clusters Score -419808.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -419834.062500 Penalty: 4050.302246
	Iteration 8Q: 3 clusters Score -419834.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -419854.812500 Penalty: 4050.302246
	Iteration 9Q: 3 clusters Score -419854.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -419874.656250 Penalty: 4050.302246
	Iteration 10Q: 3 clusters Score -419874.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -419887.437500 Penalty: 4050.302246
	Iteration 11Q: 3 clusters Score -419887.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -419893.968750 Penalty: 4050.302246
	Iteration 12Q: 3 clusters Score -419894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -419901.312500 Penalty: 4050.302246
	Iteration 13Q: 3 clusters Score -419901.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -419909.062500 Penalty: 4050.302246
	Iteration 14Q: 3 clusters Score -419909.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -419912.500000 Penalty: 4050.302246
	Iteration 15Q: 3 clusters Score -419912.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -419916.343750 Penalty: 4050.302246
	Iteration 16Q: 3 clusters Score -419916.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -419919.562500 Penalty: 4050.302246
	Iteration 17Q: 3 clusters Score -419919.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -419926.781250 Penalty: 4050.302246
	Iteration 18Q: 3 clusters Score -419926.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -419932.593750 Penalty: 4050.302246
	Iteration 19Q: 3 clusters Score -419932.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -419937.093750 Penalty: 4050.302246
	Iteration 20F: 3 clusters Score -419937.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -419942.875000 Penalty: 4050.302246
	Iteration 21Q: 3 clusters Score -419942.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -419945.750000 Penalty: 4050.302246
	Iteration 22Q: 3 clusters Score -419945.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -419950.625000 Penalty: 4050.302246
	Iteration 23Q: 3 clusters Score -419950.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -419953.343750 Penalty: 4050.302246
	Iteration 24Q: 3 clusters Score -419953.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -419957.593750 Penalty: 4050.302246
	Iteration 25Q: 3 clusters Score -419957.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -419962.656250 Penalty: 4050.302246
	Iteration 26Q: 3 clusters Score -419962.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -419965.593750 Penalty: 4050.302246
	Iteration 27Q: 3 clusters Score -419965.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -419968.781250 Penalty: 4050.302246
	Iteration 28Q: 3 clusters Score -419968.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -419974.250000 Penalty: 4050.302246
	Iteration 29Q: 3 clusters Score -419974.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -419977.468750 Penalty: 4050.302246
	Iteration 30Q: 3 clusters Score -419977.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -419981.781250 Penalty: 4050.302246
	Iteration 31Q: 3 clusters Score -419981.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -419984.781250 Penalty: 4050.302246
	Iteration 32Q: 3 clusters Score -419984.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -419989.218750 Penalty: 4050.302246
	Iteration 33Q: 3 clusters Score -419989.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -419994.687500 Penalty: 4050.302246
	Iteration 34Q: 3 clusters Score -419994.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -419999.718750 Penalty: 4050.302246
	Iteration 35Q: 3 clusters Score -419999.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -420006.187500 Penalty: 4050.302246
	Iteration 36Q: 3 clusters Score -420006.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -420015.468750 Penalty: 4050.302246
	Iteration 37Q: 3 clusters Score -420015.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -420028.562500 Penalty: 4050.302246
	Iteration 38Q: 3 clusters Score -420028.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -420043.468750 Penalty: 4050.302246
	Iteration 39Q: 3 clusters Score -420043.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -420059.718750 Penalty: 4050.302246
	Iteration 40F: 3 clusters Score -420059.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -420078.468750 Penalty: 4050.302246
	Iteration 41Q: 3 clusters Score -420078.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -420104.468750 Penalty: 4050.302246
	Iteration 42Q: 3 clusters Score -420104.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -420127.218750 Penalty: 4050.302246
	Iteration 43Q: 3 clusters Score -420127.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -420150.531250 Penalty: 4050.302246
	Iteration 44Q: 3 clusters Score -420150.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -420172.312500 Penalty: 4050.302246
	Iteration 45Q: 3 clusters Score -420172.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -420189.906250 Penalty: 4050.302246
	Iteration 46Q: 3 clusters Score -420189.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -420203.968750 Penalty: 4050.302246
	Iteration 47Q: 3 clusters Score -420204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -420219.718750 Penalty: 4050.302246
	Iteration 48Q: 3 clusters Score -420219.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -420234.843750 Penalty: 4050.302246
	Iteration 49Q: 3 clusters Score -420234.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -420248.312500 Penalty: 4050.302246
	Iteration 50Q: 3 clusters Score -420248.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -420262.687500 Penalty: 4050.302246
	Iteration 51Q: 3 clusters Score -420262.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -420274.406250 Penalty: 4050.302246
	Iteration 52Q: 3 clusters Score -420274.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -420282.906250 Penalty: 4050.302246
	Iteration 53Q: 3 clusters Score -420282.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -420288.781250 Penalty: 4050.302246
	Iteration 54Q: 3 clusters Score -420288.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -420293.781250 Penalty: 4050.302246
	Iteration 55Q: 3 clusters Score -420293.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -420297.218750 Penalty: 4050.302246
	Iteration 56Q: 3 clusters Score -420297.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -420299.968750 Penalty: 4050.302246
	Iteration 57Q: 3 clusters Score -420300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -420300.937500 Penalty: 4050.302246
	Iteration 58Q: 3 clusters Score -420300.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -420300.937500 Penalty: 4050.302246
	Iteration 59F: 3 clusters Score -420300.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Entering Unmasked Estep 
Score: -2160791.750000 Penalty: 2428.137695
	Iteration 0F: 2 clusters Score -2160792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2148123.000000 Penalty: 4856.275391
	Iteration 0F: 3 clusters Score -2148123 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2152254.750000 Penalty: 4856.275391
	Iteration 1F: 3 clusters Score -2152255 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2152642.250000 Penalty: 4856.275391
	Iteration 2F: 3 clusters Score -2152642 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2152980.500000 Penalty: 4856.275391
	Iteration 3Q: 3 clusters Score -2152980 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2153326.500000 Penalty: 4856.275391
	Iteration 4Q: 3 clusters Score -2153326 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2153694.500000 Penalty: 4856.275391
	Iteration 5Q: 3 clusters Score -2153694 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2154086.000000 Penalty: 4856.275391
	Iteration 6Q: 3 clusters Score -2154086 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2154563.000000 Penalty: 4856.275391
	Iteration 7Q: 3 clusters Score -2154563 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2155197.000000 Penalty: 4856.275391
	Iteration 8F: 3 clusters Score -2155197 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2155891.750000 Penalty: 4856.275391
	Iteration 9F: 3 clusters Score -2155892 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2156582.500000 Penalty: 4856.275391
	Iteration 10Q: 3 clusters Score -2156582 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2157209.500000 Penalty: 4856.275391
	Iteration 11Q: 3 clusters Score -2157210 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2157708.250000 Penalty: 4856.275391
	Iteration 12Q: 3 clusters Score -2157708 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2158050.000000 Penalty: 4856.275391
	Iteration 13Q: 3 clusters Score -2158050 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2158248.750000 Penalty: 4856.275391
	Iteration 14Q: 3 clusters Score -2158249 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2158391.250000 Penalty: 4856.275391
	Iteration 15Q: 3 clusters Score -2158391 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2158480.750000 Penalty: 4856.275391
	Iteration 16Q: 3 clusters Score -2158481 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2158521.750000 Penalty: 4856.275391
	Iteration 17Q: 3 clusters Score -2158522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2158553.250000 Penalty: 4856.275391
	Iteration 18Q: 3 clusters Score -2158553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2158581.250000 Penalty: 4856.275391
	Iteration 19Q: 3 clusters Score -2158581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2158605.000000 Penalty: 4856.275391
	Iteration 20F: 3 clusters Score -2158605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2158616.750000 Penalty: 4856.275391
	Iteration 21Q: 3 clusters Score -2158617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2158627.000000 Penalty: 4856.275391
	Iteration 22Q: 3 clusters Score -2158627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2158647.500000 Penalty: 4856.275391
	Iteration 23Q: 3 clusters Score -2158648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2158665.500000 Penalty: 4856.275391
	Iteration 24Q: 3 clusters Score -2158666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2158678.000000 Penalty: 4856.275391
	Iteration 25Q: 3 clusters Score -2158678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2158679.250000 Penalty: 4856.275391
	Iteration 26Q: 3 clusters Score -2158679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2158693.000000 Penalty: 4856.275391
	Iteration 27Q: 3 clusters Score -2158693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2158695.000000 Penalty: 4856.275391
	Iteration 28Q: 3 clusters Score -2158695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2158697.500000 Penalty: 4856.275391
	Iteration 29Q: 3 clusters Score -2158698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2158701.000000 Penalty: 4856.275391
	Iteration 30Q: 3 clusters Score -2158701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -2158706.750000 Penalty: 4856.275391
	Iteration 31Q: 3 clusters Score -2158707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -2158707.750000 Penalty: 4856.275391
	Iteration 32Q: 3 clusters Score -2158708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -2158707.750000 Penalty: 4856.275391
	Iteration 33F: 3 clusters Score -2158708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -31449.992188 Penalty: 1433.624390
	Iteration 0F: 2 clusters Score -31449.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30245.083984 Penalty: 2867.248779
	Iteration 0F: 3 clusters Score -30245.08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -30589.164062 Penalty: 2867.248779
	Iteration 1F: 3 clusters Score -30589.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30702.826172 Penalty: 2867.248779
	Iteration 2F: 3 clusters Score -30702.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -30790.228516 Penalty: 2867.248779
	Iteration 3Q: 3 clusters Score -30790.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -30857.212891 Penalty: 2867.248779
	Iteration 4Q: 3 clusters Score -30857.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -30925.224609 Penalty: 2867.248779
	Iteration 5Q: 3 clusters Score -30925.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -30976.980469 Penalty: 2867.248779
	Iteration 6Q: 3 clusters Score -30976.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -31044.384766 Penalty: 2867.248779
	Iteration 7Q: 3 clusters Score -31044.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -31083.535156 Penalty: 2867.248779
	Iteration 8Q: 3 clusters Score -31083.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -31114.712891 Penalty: 2867.248779
	Iteration 9Q: 3 clusters Score -31114.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -31114.712891 Penalty: 2867.248779
	Iteration 10F: 3 clusters Score -31114.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Entering Unmasked Estep 
Score: -262985.218750 Penalty: 1921.404053
	Iteration 0F: 2 clusters Score -262985.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -260156.828125 Penalty: 3842.808105
	Iteration 0F: 3 clusters Score -260156.8 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -260757.734375 Penalty: 3842.808105
	Iteration 1F: 3 clusters Score -260757.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -261010.968750 Penalty: 3842.808105
	Iteration 2F: 3 clusters Score -261011 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -261317.921875 Penalty: 3842.808105
	Iteration 3F: 3 clusters Score -261317.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -261626.500000 Penalty: 3842.808105
	Iteration 4F: 3 clusters Score -261626.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -261870.609375 Penalty: 3842.808105
	Iteration 5F: 3 clusters Score -261870.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -262043.671875 Penalty: 3842.808105
	Iteration 6Q: 3 clusters Score -262043.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -262178.375000 Penalty: 3842.808105
	Iteration 7Q: 3 clusters Score -262178.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -262276.906250 Penalty: 3842.808105
	Iteration 8Q: 3 clusters Score -262276.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -262364.593750 Penalty: 3842.808105
	Iteration 9Q: 3 clusters Score -262364.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -262435.875000 Penalty: 3842.808105
	Iteration 10Q: 3 clusters Score -262435.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -262515.937500 Penalty: 3842.808105
	Iteration 11Q: 3 clusters Score -262515.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -262572.843750 Penalty: 3842.808105
	Iteration 12Q: 3 clusters Score -262572.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -262612.562500 Penalty: 3842.808105
	Iteration 13Q: 3 clusters Score -262612.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -262642.656250 Penalty: 3842.808105
	Iteration 14Q: 3 clusters Score -262642.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -262655.843750 Penalty: 3842.808105
	Iteration 15Q: 3 clusters Score -262655.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -262658.500000 Penalty: 3842.808105
	Iteration 16Q: 3 clusters Score -262658.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -262660.500000 Penalty: 3842.808105
	Iteration 17Q: 3 clusters Score -262660.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -262661.437500 Penalty: 3842.808105
	Iteration 18Q: 3 clusters Score -262661.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -262663.625000 Penalty: 3842.808105
	Iteration 19Q: 3 clusters Score -262663.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -262664.906250 Penalty: 3842.808105
	Iteration 20F: 3 clusters Score -262664.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67641 members 
Entering Unmasked Estep 
Score: -8130890.500000 Penalty: 2758.248291
	Iteration 0F: 2 clusters Score -8130890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -8085330.000000 Penalty: 5516.496582
	Iteration 0F: 3 clusters Score -8085330 nChanged 31619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -8103569.000000 Penalty: 5516.496582
	Iteration 1F: 3 clusters Score -8103569 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -8104311.500000 Penalty: 5516.496582
	Iteration 2Q: 3 clusters Score -8104312 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -8105190.500000 Penalty: 5516.496582
	Iteration 3Q: 3 clusters Score -8105190 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -8106485.000000 Penalty: 5516.496582
	Iteration 4Q: 3 clusters Score -8106485 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -8108384.000000 Penalty: 5516.496582
	Iteration 5Q: 3 clusters Score -8108384 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -8110992.000000 Penalty: 5516.496582
	Iteration 6F: 3 clusters Score -8110992 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50703 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -8114367.500000 Penalty: 5516.496582
	Iteration 7F: 3 clusters Score -8114368 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54940 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -8117968.500000 Penalty: 5516.496582
	Iteration 8F: 3 clusters Score -8117968 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -8121438.500000 Penalty: 5516.496582
	Iteration 9F: 3 clusters Score -8121438 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61946 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -8124145.500000 Penalty: 5516.496582
	Iteration 10Q: 3 clusters Score -8124146 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64105 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -8125992.500000 Penalty: 5516.496582
	Iteration 11Q: 3 clusters Score -8125992 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65358 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -8127049.000000 Penalty: 5516.496582
	Iteration 12Q: 3 clusters Score -8127049 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66087 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -8127681.000000 Penalty: 5516.496582
	Iteration 13Q: 3 clusters Score -8127681 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66476 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8127996.000000 Penalty: 5516.496582
	Iteration 14Q: 3 clusters Score -8127996 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66681 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8128206.500000 Penalty: 5516.496582
	Iteration 15Q: 3 clusters Score -8128206 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66810 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8128307.500000 Penalty: 5516.496582
	Iteration 16Q: 3 clusters Score -8128308 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66895 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8128382.000000 Penalty: 5516.496582
	Iteration 17Q: 3 clusters Score -8128382 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66951 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8128452.000000 Penalty: 5516.496582
	Iteration 18Q: 3 clusters Score -8128452 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66985 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8128473.500000 Penalty: 5516.496582
	Iteration 19Q: 3 clusters Score -8128474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67011 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8128504.000000 Penalty: 5516.496582
	Iteration 20F: 3 clusters Score -8128504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67032 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8128521.000000 Penalty: 5516.496582
	Iteration 21Q: 3 clusters Score -8128521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67047 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8128522.000000 Penalty: 5516.496582
	Iteration 22Q: 3 clusters Score -8128522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67054 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8128528.500000 Penalty: 5516.496582
	Iteration 23Q: 3 clusters Score -8128528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67067 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8128548.000000 Penalty: 5516.496582
	Iteration 24Q: 3 clusters Score -8128548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67079 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8128567.000000 Penalty: 5516.496582
	Iteration 25Q: 3 clusters Score -8128567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67086 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8128566.500000 Penalty: 5516.496582
	Iteration 26Q: 3 clusters Score -8128566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67093 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8128577.000000 Penalty: 5516.496582
	Iteration 27Q: 3 clusters Score -8128577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67100 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8128580.000000 Penalty: 5516.496582
	Iteration 28Q: 3 clusters Score -8128580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67102 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8128579.500000 Penalty: 5516.496582
	Iteration 29Q: 3 clusters Score -8128580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67106 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8128576.000000 Penalty: 5516.496582
	Iteration 30Q: 3 clusters Score -8128576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8128579.000000 Penalty: 5516.496582
	Iteration 31Q: 3 clusters Score -8128579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67116 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8128582.500000 Penalty: 5516.496582
	Iteration 32Q: 3 clusters Score -8128582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67120 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8128580.500000 Penalty: 5516.496582
	Iteration 33Q: 3 clusters Score -8128580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67122 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8128588.000000 Penalty: 5516.496582
	Iteration 34Q: 3 clusters Score -8128588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67123 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8128592.000000 Penalty: 5516.496582
	Iteration 35Q: 3 clusters Score -8128592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67126 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8128598.500000 Penalty: 5516.496582
	Iteration 36Q: 3 clusters Score -8128598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67129 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8128602.500000 Penalty: 5516.496582
	Iteration 37Q: 3 clusters Score -8128602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67130 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8128604.500000 Penalty: 5516.496582
	Iteration 38Q: 3 clusters Score -8128604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67129 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8128600.500000 Penalty: 5516.496582
	Iteration 39Q: 3 clusters Score -8128600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67129 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8128600.500000 Penalty: 5516.496582
	Iteration 40F: 3 clusters Score -8128600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (222561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222561 members 
Entering Unmasked Estep 
Score: -26483434.000000 Penalty: 3053.613281
	Iteration 0F: 2 clusters Score -2.648343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111467 members 
Mstep: Class 2 contains 111094 members 
Entering Unmasked Estep 
Score: -26347806.000000 Penalty: 6107.226562
	Iteration 0F: 3 clusters Score -2.634781e+07 nChanged 106964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116021 members 
Mstep: Class 2 contains 106540 members 
Entering Unmasked Estep 
Score: -26411614.000000 Penalty: 6107.226562
	Iteration 1F: 3 clusters Score -2.641161e+07 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118141 members 
Mstep: Class 2 contains 104420 members 
Entering Unmasked Estep 
Score: -26414156.000000 Penalty: 6107.226562
	Iteration 2Q: 3 clusters Score -2.641416e+07 nChanged 10377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120678 members 
Mstep: Class 2 contains 101883 members 
Entering Unmasked Estep 
Score: -26418714.000000 Penalty: 6107.226562
	Iteration 3Q: 3 clusters Score -2.641871e+07 nChanged 13363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123481 members 
Mstep: Class 2 contains 99080 members 
Entering Unmasked Estep 
Score: -26426486.000000 Penalty: 6107.226562
	Iteration 4F: 3 clusters Score -2.642649e+07 nChanged 16165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125908 members 
Mstep: Class 2 contains 96653 members 
Entering Unmasked Estep 
Score: -26437644.000000 Penalty: 6107.226562
	Iteration 5F: 3 clusters Score -2.643764e+07 nChanged 17728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127482 members 
Mstep: Class 2 contains 95079 members 
Entering Unmasked Estep 
Score: -26450724.000000 Penalty: 6107.226562
	Iteration 6F: 3 clusters Score -2.645072e+07 nChanged 16640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127372 members 
Mstep: Class 2 contains 95189 members 
Entering Unmasked Estep 
Score: -26460668.000000 Penalty: 6107.226562
	Iteration 7F: 3 clusters Score -2.646067e+07 nChanged 11915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125647 members 
Mstep: Class 2 contains 96914 members 
Entering Unmasked Estep 
Score: -26464954.000000 Penalty: 6107.226562
	Iteration 8F: 3 clusters Score -2.646495e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123076 members 
Mstep: Class 2 contains 99485 members 
Entering Unmasked Estep 
Score: -26466514.000000 Penalty: 6107.226562
	Iteration 9Q: 3 clusters Score -2.646651e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119871 members 
Mstep: Class 2 contains 102690 members 
Entering Unmasked Estep 
Score: -26467738.000000 Penalty: 6107.226562
	Iteration 10Q: 3 clusters Score -2.646774e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116461 members 
Mstep: Class 2 contains 106100 members 
Entering Unmasked Estep 
Score: -26468800.000000 Penalty: 6107.226562
	Iteration 11Q: 3 clusters Score -2.64688e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112675 members 
Mstep: Class 2 contains 109886 members 
Entering Unmasked Estep 
Score: -26469632.000000 Penalty: 6107.226562
	Iteration 12Q: 3 clusters Score -2.646963e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108704 members 
Mstep: Class 2 contains 113857 members 
Entering Unmasked Estep 
Score: -26470512.000000 Penalty: 6107.226562
	Iteration 13Q: 3 clusters Score -2.647051e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104884 members 
Mstep: Class 2 contains 117677 members 
Entering Unmasked Estep 
Score: -26471192.000000 Penalty: 6107.226562
	Iteration 14Q: 3 clusters Score -2.647119e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101197 members 
Mstep: Class 2 contains 121364 members 
Entering Unmasked Estep 
Score: -26471858.000000 Penalty: 6107.226562
	Iteration 15Q: 3 clusters Score -2.647186e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97954 members 
Mstep: Class 2 contains 124607 members 
Entering Unmasked Estep 
Score: -26472272.000000 Penalty: 6107.226562
	Iteration 16Q: 3 clusters Score -2.647227e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95204 members 
Mstep: Class 2 contains 127357 members 
Entering Unmasked Estep 
Score: -26472896.000000 Penalty: 6107.226562
	Iteration 17Q: 3 clusters Score -2.64729e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93216 members 
Mstep: Class 2 contains 129345 members 
Entering Unmasked Estep 
Score: -26473288.000000 Penalty: 6107.226562
	Iteration 18Q: 3 clusters Score -2.647329e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91301 members 
Mstep: Class 2 contains 131260 members 
Entering Unmasked Estep 
Score: -26473634.000000 Penalty: 6107.226562
	Iteration 19Q: 3 clusters Score -2.647363e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89285 members 
Mstep: Class 2 contains 133276 members 
Entering Unmasked Estep 
Score: -26473724.000000 Penalty: 6107.226562
	Iteration 20F: 3 clusters Score -2.647372e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87157 members 
Mstep: Class 2 contains 135404 members 
Entering Unmasked Estep 
Score: -26473732.000000 Penalty: 6107.226562
	Iteration 21Q: 3 clusters Score -2.647373e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85114 members 
Mstep: Class 2 contains 137447 members 
Entering Unmasked Estep 
Score: -26473716.000000 Penalty: 6107.226562
	Iteration 22Q: 3 clusters Score -2.647372e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82989 members 
Mstep: Class 2 contains 139572 members 
Entering Unmasked Estep 
Score: -26473644.000000 Penalty: 6107.226562
	Iteration 23Q: 3 clusters Score -2.647364e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80734 members 
Mstep: Class 2 contains 141827 members 
Entering Unmasked Estep 
Score: -26473440.000000 Penalty: 6107.226562
	Iteration 24Q: 3 clusters Score -2.647344e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78365 members 
Mstep: Class 2 contains 144196 members 
Entering Unmasked Estep 
Score: -26473314.000000 Penalty: 6107.226562
	Iteration 25Q: 3 clusters Score -2.647331e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75853 members 
Mstep: Class 2 contains 146708 members 
Entering Unmasked Estep 
Score: -26472996.000000 Penalty: 6107.226562
	Iteration 26Q: 3 clusters Score -2.6473e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73280 members 
Mstep: Class 2 contains 149281 members 
Entering Unmasked Estep 
Score: -26472856.000000 Penalty: 6107.226562
	Iteration 27Q: 3 clusters Score -2.647286e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70582 members 
Mstep: Class 2 contains 151979 members 
Entering Unmasked Estep 
Score: -26472558.000000 Penalty: 6107.226562
	Iteration 28Q: 3 clusters Score -2.647256e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67815 members 
Mstep: Class 2 contains 154746 members 
Entering Unmasked Estep 
Score: -26472414.000000 Penalty: 6107.226562
	Iteration 29Q: 3 clusters Score -2.647241e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64946 members 
Mstep: Class 2 contains 157615 members 
Entering Unmasked Estep 
Score: -26472354.000000 Penalty: 6107.226562
	Iteration 30Q: 3 clusters Score -2.647235e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62105 members 
Mstep: Class 2 contains 160456 members 
Entering Unmasked Estep 
Score: -26472242.000000 Penalty: 6107.226562
	Iteration 31Q: 3 clusters Score -2.647224e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 163358 members 
Entering Unmasked Estep 
Score: -26472354.000000 Penalty: 6107.226562
	Iteration 32Q: 3 clusters Score -2.647235e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56197 members 
Mstep: Class 2 contains 166364 members 
Entering Unmasked Estep 
Score: -26472290.000000 Penalty: 6107.226562
	Iteration 33Q: 3 clusters Score -2.647229e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 169537 members 
Entering Unmasked Estep 
Score: -26472086.000000 Penalty: 6107.226562
	Iteration 34Q: 3 clusters Score -2.647209e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 173086 members 
Entering Unmasked Estep 
Score: -26472002.000000 Penalty: 6107.226562
	Iteration 35Q: 3 clusters Score -2.6472e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 176936 members 
Entering Unmasked Estep 
Score: -26472144.000000 Penalty: 6107.226562
	Iteration 36Q: 3 clusters Score -2.647214e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 181129 members 
Entering Unmasked Estep 
Score: -26472486.000000 Penalty: 6107.226562
	Iteration 37Q: 3 clusters Score -2.647249e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 185290 members 
Entering Unmasked Estep 
Score: -26472648.000000 Penalty: 6107.226562
	Iteration 38Q: 3 clusters Score -2.647265e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 189466 members 
Entering Unmasked Estep 
Score: -26473642.000000 Penalty: 6107.226562
	Iteration 39Q: 3 clusters Score -2.647364e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 193324 members 
Entering Unmasked Estep 
Score: -26476174.000000 Penalty: 6107.226562
	Iteration 40F: 3 clusters Score -2.647617e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 196710 members 
Entering Unmasked Estep 
Score: -26478096.000000 Penalty: 6107.226562
	Iteration 41Q: 3 clusters Score -2.64781e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 199782 members 
Entering Unmasked Estep 
Score: -26479640.000000 Penalty: 6107.226562
	Iteration 42Q: 3 clusters Score -2.647964e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 202446 members 
Entering Unmasked Estep 
Score: -26480972.000000 Penalty: 6107.226562
	Iteration 43Q: 3 clusters Score -2.648097e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 204786 members 
Entering Unmasked Estep 
Score: -26481740.000000 Penalty: 6107.226562
	Iteration 44Q: 3 clusters Score -2.648174e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 206965 members 
Entering Unmasked Estep 
Score: -26482590.000000 Penalty: 6107.226562
	Iteration 45Q: 3 clusters Score -2.648259e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 208954 members 
Entering Unmasked Estep 
Score: -26483222.000000 Penalty: 6107.226562
	Iteration 46Q: 3 clusters Score -2.648322e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 210766 members 
Entering Unmasked Estep 
Score: -26483872.000000 Penalty: 6107.226562
	Iteration 47Q: 3 clusters Score -2.648387e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 212247 members 
Entering Unmasked Estep 
Score: -26484020.000000 Penalty: 6107.226562
	Iteration 48Q: 3 clusters Score -2.648402e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 213579 members 
Entering Unmasked Estep 
Score: -26484086.000000 Penalty: 6107.226562
	Iteration 49Q: 3 clusters Score -2.648409e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 214761 members 
Entering Unmasked Estep 
Score: -26484112.000000 Penalty: 6107.226562
	Iteration 50Q: 3 clusters Score -2.648411e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 215730 members 
Entering Unmasked Estep 
Score: -26484000.000000 Penalty: 6107.226562
	Iteration 51Q: 3 clusters Score -2.6484e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 216576 members 
Entering Unmasked Estep 
Score: -26483964.000000 Penalty: 6107.226562
	Iteration 52Q: 3 clusters Score -2.648396e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 217286 members 
Entering Unmasked Estep 
Score: -26483748.000000 Penalty: 6107.226562
	Iteration 53Q: 3 clusters Score -2.648375e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 217841 members 
Entering Unmasked Estep 
Score: -26483566.000000 Penalty: 6107.226562
	Iteration 54Q: 3 clusters Score -2.648357e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 218297 members 
Entering Unmasked Estep 
Score: -26483358.000000 Penalty: 6107.226562
	Iteration 55Q: 3 clusters Score -2.648336e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 218675 members 
Entering Unmasked Estep 
Score: -26483238.000000 Penalty: 6107.226562
	Iteration 56Q: 3 clusters Score -2.648324e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 219012 members 
Entering Unmasked Estep 
Score: -26483106.000000 Penalty: 6107.226562
	Iteration 57Q: 3 clusters Score -2.648311e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 219284 members 
Entering Unmasked Estep 
Score: -26482994.000000 Penalty: 6107.226562
	Iteration 58Q: 3 clusters Score -2.648299e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 219510 members 
Entering Unmasked Estep 
Score: -26482850.000000 Penalty: 6107.226562
	Iteration 59Q: 3 clusters Score -2.648285e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 219695 members 
Entering Unmasked Estep 
Score: -26482788.000000 Penalty: 6107.226562
	Iteration 60F: 3 clusters Score -2.648279e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 219850 members 
Entering Unmasked Estep 
Score: -26482698.000000 Penalty: 6107.226562
	Iteration 61Q: 3 clusters Score -2.64827e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 219994 members 
Entering Unmasked Estep 
Score: -26482620.000000 Penalty: 6107.226562
	Iteration 62Q: 3 clusters Score -2.648262e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 220105 members 
Entering Unmasked Estep 
Score: -26482546.000000 Penalty: 6107.226562
	Iteration 63Q: 3 clusters Score -2.648255e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 220203 members 
Entering Unmasked Estep 
Score: -26482532.000000 Penalty: 6107.226562
	Iteration 64Q: 3 clusters Score -2.648253e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 220281 members 
Entering Unmasked Estep 
Score: -26482512.000000 Penalty: 6107.226562
	Iteration 65Q: 3 clusters Score -2.648251e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 220346 members 
Entering Unmasked Estep 
Score: -26482454.000000 Penalty: 6107.226562
	Iteration 66Q: 3 clusters Score -2.648245e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 220410 members 
Entering Unmasked Estep 
Score: -26482434.000000 Penalty: 6107.226562
	Iteration 67Q: 3 clusters Score -2.648243e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 220470 members 
Entering Unmasked Estep 
Score: -26482426.000000 Penalty: 6107.226562
	Iteration 68Q: 3 clusters Score -2.648243e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 220523 members 
Entering Unmasked Estep 
Score: -26482432.000000 Penalty: 6107.226562
	Iteration 69Q: 3 clusters Score -2.648243e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 220570 members 
Entering Unmasked Estep 
Score: -26482320.000000 Penalty: 6107.226562
	Iteration 70Q: 3 clusters Score -2.648232e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 220612 members 
Entering Unmasked Estep 
Score: -26482290.000000 Penalty: 6107.226562
	Iteration 71Q: 3 clusters Score -2.648229e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 220655 members 
Entering Unmasked Estep 
Score: -26482262.000000 Penalty: 6107.226562
	Iteration 72Q: 3 clusters Score -2.648226e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 220696 members 
Entering Unmasked Estep 
Score: -26482268.000000 Penalty: 6107.226562
	Iteration 73Q: 3 clusters Score -2.648227e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 220740 members 
Entering Unmasked Estep 
Score: -26482244.000000 Penalty: 6107.226562
	Iteration 74Q: 3 clusters Score -2.648224e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 220774 members 
Entering Unmasked Estep 
Score: -26482212.000000 Penalty: 6107.226562
	Iteration 75Q: 3 clusters Score -2.648221e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 220806 members 
Entering Unmasked Estep 
Score: -26482236.000000 Penalty: 6107.226562
	Iteration 76Q: 3 clusters Score -2.648224e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 220837 members 
Entering Unmasked Estep 
Score: -26482164.000000 Penalty: 6107.226562
	Iteration 77Q: 3 clusters Score -2.648216e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 220859 members 
Entering Unmasked Estep 
Score: -26482164.000000 Penalty: 6107.226562
	Iteration 78Q: 3 clusters Score -2.648216e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 220884 members 
Entering Unmasked Estep 
Score: -26482140.000000 Penalty: 6107.226562
	Iteration 79Q: 3 clusters Score -2.648214e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 220899 members 
Entering Unmasked Estep 
Score: -26482174.000000 Penalty: 6107.226562
	Iteration 80F: 3 clusters Score -2.648217e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 220910 members 
Entering Unmasked Estep 
Score: -26482142.000000 Penalty: 6107.226562
	Iteration 81Q: 3 clusters Score -2.648214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 220919 members 
Entering Unmasked Estep 
Score: -26482142.000000 Penalty: 6107.226562
	Iteration 82Q: 3 clusters Score -2.648214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 220925 members 
Entering Unmasked Estep 
Score: -26482128.000000 Penalty: 6107.226562
	Iteration 83Q: 3 clusters Score -2.648213e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 220934 members 
Entering Unmasked Estep 
Score: -26482112.000000 Penalty: 6107.226562
	Iteration 84Q: 3 clusters Score -2.648211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 220940 members 
Entering Unmasked Estep 
Score: -26482120.000000 Penalty: 6107.226562
	Iteration 85Q: 3 clusters Score -2.648212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 220947 members 
Entering Unmasked Estep 
Score: -26482130.000000 Penalty: 6107.226562
	Iteration 86Q: 3 clusters Score -2.648213e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 220952 members 
Entering Unmasked Estep 
Score: -26482126.000000 Penalty: 6107.226562
	Iteration 87Q: 3 clusters Score -2.648213e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 220953 members 
Entering Unmasked Estep 
Score: -26482122.000000 Penalty: 6107.226562
	Iteration 88Q: 3 clusters Score -2.648212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 220955 members 
Entering Unmasked Estep 
Score: -26482114.000000 Penalty: 6107.226562
	Iteration 89Q: 3 clusters Score -2.648211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 220957 members 
Entering Unmasked Estep 
Score: -26482134.000000 Penalty: 6107.226562
	Iteration 90Q: 3 clusters Score -2.648213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 220961 members 
Entering Unmasked Estep 
Score: -26482126.000000 Penalty: 6107.226562
	Iteration 91Q: 3 clusters Score -2.648213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 220967 members 
Entering Unmasked Estep 
Score: -26482102.000000 Penalty: 6107.226562
	Iteration 92Q: 3 clusters Score -2.64821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 220971 members 
Entering Unmasked Estep 
Score: -26482096.000000 Penalty: 6107.226562
	Iteration 93Q: 3 clusters Score -2.64821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 220974 members 
Entering Unmasked Estep 
Score: -26482104.000000 Penalty: 6107.226562
	Iteration 94Q: 3 clusters Score -2.64821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 220977 members 
Entering Unmasked Estep 
Score: -26482102.000000 Penalty: 6107.226562
	Iteration 95Q: 3 clusters Score -2.64821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 220981 members 
Entering Unmasked Estep 
Score: -26482090.000000 Penalty: 6107.226562
	Iteration 96Q: 3 clusters Score -2.648209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 220980 members 
Entering Unmasked Estep 
Score: -26482076.000000 Penalty: 6107.226562
	Iteration 97Q: 3 clusters Score -2.648208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 220982 members 
Entering Unmasked Estep 
Score: -26482078.000000 Penalty: 6107.226562
	Iteration 98Q: 3 clusters Score -2.648208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 220983 members 
Entering Unmasked Estep 
Score: -26482088.000000 Penalty: 6107.226562
	Iteration 99Q: 3 clusters Score -2.648209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 220983 members 
Entering Unmasked Estep 
Score: -26482088.000000 Penalty: 6107.226562
	Iteration 100F: 3 clusters Score -2.648209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (55798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55798 members 
Entering Unmasked Estep 
Score: -6545955.000000 Penalty: 2710.514160
	Iteration 0F: 2 clusters Score -6545955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -6508357.000000 Penalty: 5421.028320
	Iteration 0F: 3 clusters Score -6508357 nChanged 25775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -6522575.000000 Penalty: 5421.028320
	Iteration 1F: 3 clusters Score -6522575 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -6523042.000000 Penalty: 5421.028320
	Iteration 2Q: 3 clusters Score -6523042 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -6523550.500000 Penalty: 5421.028320
	Iteration 3Q: 3 clusters Score -6523550 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -6524221.500000 Penalty: 5421.028320
	Iteration 4Q: 3 clusters Score -6524222 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -6525383.500000 Penalty: 5421.028320
	Iteration 5Q: 3 clusters Score -6525384 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -6527399.000000 Penalty: 5421.028320
	Iteration 6F: 3 clusters Score -6527399 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -6530823.500000 Penalty: 5421.028320
	Iteration 7F: 3 clusters Score -6530824 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -6535525.000000 Penalty: 5421.028320
	Iteration 8F: 3 clusters Score -6535525 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51822 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -6539673.500000 Penalty: 5421.028320
	Iteration 9F: 3 clusters Score -6539674 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54263 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6542057.500000 Penalty: 5421.028320
	Iteration 10Q: 3 clusters Score -6542058 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55227 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6543091.000000 Penalty: 5421.028320
	Iteration 11Q: 3 clusters Score -6543091 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6543445.500000 Penalty: 5421.028320
	Iteration 12Q: 3 clusters Score -6543446 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55583 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6543576.500000 Penalty: 5421.028320
	Iteration 13Q: 3 clusters Score -6543576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55603 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6543634.000000 Penalty: 5421.028320
	Iteration 14Q: 3 clusters Score -6543634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55602 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -6543647.000000 Penalty: 5421.028320
	Iteration 15Q: 3 clusters Score -6543647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55602 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -6543663.500000 Penalty: 5421.028320
	Iteration 16Q: 3 clusters Score -6543664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55598 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6543668.000000 Penalty: 5421.028320
	Iteration 17Q: 3 clusters Score -6543668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55598 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6543668.000000 Penalty: 5421.028320
	Iteration 18F: 3 clusters Score -6543668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Entering Unmasked Estep 
Score: -532556.000000 Penalty: 2082.302246
	Iteration 0F: 2 clusters Score -532556 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 2234 members 
Entering Unmasked Estep 
Score: -528456.937500 Penalty: 4164.604492
	Iteration 0F: 3 clusters Score -528456.9 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -529365.187500 Penalty: 4164.604492
	Iteration 1F: 3 clusters Score -529365.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -529560.187500 Penalty: 4164.604492
	Iteration 2F: 3 clusters Score -529560.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -529668.125000 Penalty: 4164.604492
	Iteration 3Q: 3 clusters Score -529668.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -529751.562500 Penalty: 4164.604492
	Iteration 4Q: 3 clusters Score -529751.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -529819.250000 Penalty: 4164.604492
	Iteration 5Q: 3 clusters Score -529819.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -529873.875000 Penalty: 4164.604492
	Iteration 6Q: 3 clusters Score -529873.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -529921.750000 Penalty: 4164.604492
	Iteration 7Q: 3 clusters Score -529921.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -529974.812500 Penalty: 4164.604492
	Iteration 8Q: 3 clusters Score -529974.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -530030.125000 Penalty: 4164.604492
	Iteration 9Q: 3 clusters Score -530030.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -530082.500000 Penalty: 4164.604492
	Iteration 10Q: 3 clusters Score -530082.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -530136.625000 Penalty: 4164.604492
	Iteration 11Q: 3 clusters Score -530136.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -530192.375000 Penalty: 4164.604492
	Iteration 12Q: 3 clusters Score -530192.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -530237.500000 Penalty: 4164.604492
	Iteration 13Q: 3 clusters Score -530237.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -530271.937500 Penalty: 4164.604492
	Iteration 14Q: 3 clusters Score -530271.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -530311.375000 Penalty: 4164.604492
	Iteration 15Q: 3 clusters Score -530311.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -530350.750000 Penalty: 4164.604492
	Iteration 16Q: 3 clusters Score -530350.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -530380.875000 Penalty: 4164.604492
	Iteration 17Q: 3 clusters Score -530380.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -530411.500000 Penalty: 4164.604492
	Iteration 18Q: 3 clusters Score -530411.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -530440.750000 Penalty: 4164.604492
	Iteration 19Q: 3 clusters Score -530440.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -530482.125000 Penalty: 4164.604492
	Iteration 20F: 3 clusters Score -530482.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -530524.625000 Penalty: 4164.604492
	Iteration 21Q: 3 clusters Score -530524.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -530560.250000 Penalty: 4164.604492
	Iteration 22Q: 3 clusters Score -530560.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -530593.000000 Penalty: 4164.604492
	Iteration 23Q: 3 clusters Score -530593 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -530624.937500 Penalty: 4164.604492
	Iteration 24Q: 3 clusters Score -530624.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -530656.062500 Penalty: 4164.604492
	Iteration 25Q: 3 clusters Score -530656.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -530678.375000 Penalty: 4164.604492
	Iteration 26Q: 3 clusters Score -530678.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -530703.937500 Penalty: 4164.604492
	Iteration 27Q: 3 clusters Score -530703.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -530730.875000 Penalty: 4164.604492
	Iteration 28Q: 3 clusters Score -530730.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -530755.812500 Penalty: 4164.604492
	Iteration 29Q: 3 clusters Score -530755.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -530772.937500 Penalty: 4164.604492
	Iteration 30Q: 3 clusters Score -530772.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -530782.937500 Penalty: 4164.604492
	Iteration 31Q: 3 clusters Score -530782.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -530793.812500 Penalty: 4164.604492
	Iteration 32Q: 3 clusters Score -530793.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -530803.187500 Penalty: 4164.604492
	Iteration 33Q: 3 clusters Score -530803.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -530814.625000 Penalty: 4164.604492
	Iteration 34Q: 3 clusters Score -530814.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -530823.375000 Penalty: 4164.604492
	Iteration 35Q: 3 clusters Score -530823.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -530833.312500 Penalty: 4164.604492
	Iteration 36Q: 3 clusters Score -530833.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -530840.375000 Penalty: 4164.604492
	Iteration 37Q: 3 clusters Score -530840.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -530846.062500 Penalty: 4164.604492
	Iteration 38Q: 3 clusters Score -530846.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -530848.937500 Penalty: 4164.604492
	Iteration 39Q: 3 clusters Score -530848.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -530851.125000 Penalty: 4164.604492
	Iteration 40F: 3 clusters Score -530851.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -530852.312500 Penalty: 4164.604492
	Iteration 41Q: 3 clusters Score -530852.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -530852.937500 Penalty: 4164.604492
	Iteration 42Q: 3 clusters Score -530852.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -530852.312500 Penalty: 4164.604492
	Iteration 43Q: 3 clusters Score -530852.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -530854.062500 Penalty: 4164.604492
	Iteration 44Q: 3 clusters Score -530854.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -530854.812500 Penalty: 4164.604492
	Iteration 45Q: 3 clusters Score -530854.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -530857.062500 Penalty: 4164.604492
	Iteration 46Q: 3 clusters Score -530857.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -530856.812500 Penalty: 4164.604492
	Iteration 47Q: 3 clusters Score -530856.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -530858.812500 Penalty: 4164.604492
	Iteration 48Q: 3 clusters Score -530858.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -530860.937500 Penalty: 4164.604492
	Iteration 49Q: 3 clusters Score -530860.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -530863.625000 Penalty: 4164.604492
	Iteration 50Q: 3 clusters Score -530863.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -530866.875000 Penalty: 4164.604492
	Iteration 51Q: 3 clusters Score -530866.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -530867.250000 Penalty: 4164.604492
	Iteration 52Q: 3 clusters Score -530867.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -530867.875000 Penalty: 4164.604492
	Iteration 53Q: 3 clusters Score -530867.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -530868.250000 Penalty: 4164.604492
	Iteration 54Q: 3 clusters Score -530868.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -530867.687500 Penalty: 4164.604492
	Iteration 55Q: 3 clusters Score -530867.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -530868.500000 Penalty: 4164.604492
	Iteration 56Q: 3 clusters Score -530868.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -530868.500000 Penalty: 4164.604492
	Iteration 57F: 3 clusters Score -530868.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Entering Unmasked Estep 
Score: -717322.062500 Penalty: 2167.603516
	Iteration 0F: 2 clusters Score -717322.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -712044.875000 Penalty: 4335.207031
	Iteration 0F: 3 clusters Score -712044.9 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -713509.375000 Penalty: 4335.207031
	Iteration 1F: 3 clusters Score -713509.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -713970.937500 Penalty: 4335.207031
	Iteration 2F: 3 clusters Score -713970.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -714345.625000 Penalty: 4335.207031
	Iteration 3F: 3 clusters Score -714345.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -714665.500000 Penalty: 4335.207031
	Iteration 4F: 3 clusters Score -714665.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -714928.625000 Penalty: 4335.207031
	Iteration 5F: 3 clusters Score -714928.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -715188.625000 Penalty: 4335.207031
	Iteration 6F: 3 clusters Score -715188.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -715411.750000 Penalty: 4335.207031
	Iteration 7Q: 3 clusters Score -715411.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -715592.812500 Penalty: 4335.207031
	Iteration 8Q: 3 clusters Score -715592.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -715736.500000 Penalty: 4335.207031
	Iteration 9Q: 3 clusters Score -715736.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -715868.000000 Penalty: 4335.207031
	Iteration 10Q: 3 clusters Score -715868 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -715947.812500 Penalty: 4335.207031
	Iteration 11Q: 3 clusters Score -715947.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -716002.562500 Penalty: 4335.207031
	Iteration 12Q: 3 clusters Score -716002.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -716032.000000 Penalty: 4335.207031
	Iteration 13Q: 3 clusters Score -716032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -716050.750000 Penalty: 4335.207031
	Iteration 14Q: 3 clusters Score -716050.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -716063.312500 Penalty: 4335.207031
	Iteration 15Q: 3 clusters Score -716063.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -716072.375000 Penalty: 4335.207031
	Iteration 16Q: 3 clusters Score -716072.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -716078.625000 Penalty: 4335.207031
	Iteration 17Q: 3 clusters Score -716078.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -716084.000000 Penalty: 4335.207031
	Iteration 18Q: 3 clusters Score -716084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -716095.437500 Penalty: 4335.207031
	Iteration 19Q: 3 clusters Score -716095.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -716101.562500 Penalty: 4335.207031
	Iteration 20F: 3 clusters Score -716101.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -716108.187500 Penalty: 4335.207031
	Iteration 21Q: 3 clusters Score -716108.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -716111.187500 Penalty: 4335.207031
	Iteration 22Q: 3 clusters Score -716111.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -716115.500000 Penalty: 4335.207031
	Iteration 23Q: 3 clusters Score -716115.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -716120.187500 Penalty: 4335.207031
	Iteration 24Q: 3 clusters Score -716120.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -716121.875000 Penalty: 4335.207031
	Iteration 25Q: 3 clusters Score -716121.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -716121.375000 Penalty: 4335.207031
	Iteration 26Q: 3 clusters Score -716121.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -716123.500000 Penalty: 4335.207031
	Iteration 27Q: 3 clusters Score -716123.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -716126.187500 Penalty: 4335.207031
	Iteration 28Q: 3 clusters Score -716126.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -716125.187500 Penalty: 4335.207031
	Iteration 29Q: 3 clusters Score -716125.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -716128.437500 Penalty: 4335.207031
	Iteration 30Q: 3 clusters Score -716128.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -716129.625000 Penalty: 4335.207031
	Iteration 31Q: 3 clusters Score -716129.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -716130.187500 Penalty: 4335.207031
	Iteration 32Q: 3 clusters Score -716130.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -716131.750000 Penalty: 4335.207031
	Iteration 33Q: 3 clusters Score -716131.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -716132.187500 Penalty: 4335.207031
	Iteration 34Q: 3 clusters Score -716132.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -716132.187500 Penalty: 4335.207031
	Iteration 35F: 3 clusters Score -716132.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Entering Unmasked Estep 
Score: -714547.375000 Penalty: 2172.864502
	Iteration 0F: 2 clusters Score -714547.4 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 3183 members 
Entering Unmasked Estep 
Score: -709211.750000 Penalty: 4345.729004
	Iteration 0F: 3 clusters Score -709211.8 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -710896.125000 Penalty: 4345.729004
	Iteration 1F: 3 clusters Score -710896.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -711375.187500 Penalty: 4345.729004
	Iteration 2F: 3 clusters Score -711375.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -711733.500000 Penalty: 4345.729004
	Iteration 3F: 3 clusters Score -711733.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -711986.937500 Penalty: 4345.729004
	Iteration 4F: 3 clusters Score -711986.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -712183.937500 Penalty: 4345.729004
	Iteration 5Q: 3 clusters Score -712183.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -712333.187500 Penalty: 4345.729004
	Iteration 6Q: 3 clusters Score -712333.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -712484.312500 Penalty: 4345.729004
	Iteration 7Q: 3 clusters Score -712484.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -712650.625000 Penalty: 4345.729004
	Iteration 8Q: 3 clusters Score -712650.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -712812.625000 Penalty: 4345.729004
	Iteration 9Q: 3 clusters Score -712812.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -712970.875000 Penalty: 4345.729004
	Iteration 10Q: 3 clusters Score -712970.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -713111.875000 Penalty: 4345.729004
	Iteration 11Q: 3 clusters Score -713111.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -713235.062500 Penalty: 4345.729004
	Iteration 12Q: 3 clusters Score -713235.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -713348.687500 Penalty: 4345.729004
	Iteration 13Q: 3 clusters Score -713348.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -713440.625000 Penalty: 4345.729004
	Iteration 14Q: 3 clusters Score -713440.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -713521.562500 Penalty: 4345.729004
	Iteration 15Q: 3 clusters Score -713521.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -713592.812500 Penalty: 4345.729004
	Iteration 16Q: 3 clusters Score -713592.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -713648.625000 Penalty: 4345.729004
	Iteration 17Q: 3 clusters Score -713648.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -713684.937500 Penalty: 4345.729004
	Iteration 18Q: 3 clusters Score -713684.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -713710.437500 Penalty: 4345.729004
	Iteration 19Q: 3 clusters Score -713710.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -713726.562500 Penalty: 4345.729004
	Iteration 20F: 3 clusters Score -713726.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -713737.375000 Penalty: 4345.729004
	Iteration 21Q: 3 clusters Score -713737.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -713750.500000 Penalty: 4345.729004
	Iteration 22Q: 3 clusters Score -713750.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -713755.750000 Penalty: 4345.729004
	Iteration 23Q: 3 clusters Score -713755.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -713761.625000 Penalty: 4345.729004
	Iteration 24Q: 3 clusters Score -713761.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -713765.562500 Penalty: 4345.729004
	Iteration 25Q: 3 clusters Score -713765.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -713765.625000 Penalty: 4345.729004
	Iteration 26Q: 3 clusters Score -713765.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -713767.812500 Penalty: 4345.729004
	Iteration 27Q: 3 clusters Score -713767.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -713767.812500 Penalty: 4345.729004
	Iteration 28F: 3 clusters Score -713767.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 179259 members 
Mstep: Class 3 contains 15997 members 
Mstep: Class 4 contains 9479 members 
Mstep: Class 5 contains 41329 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4261 members 
Mstep: Class 8 contains 25507 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17870 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 67641 members 
Mstep: Class 17 contains 222561 members 
Mstep: Class 19 contains 55798 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6250 members 
Mstep: Class 22 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026368.000000 Penalty: 66635.929688
Iteration 159Q: 21 clusters Score -8.002637e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 179253 members 
Mstep: Class 3 contains 15998 members 
Mstep: Class 4 contains 9483 members 
Mstep: Class 5 contains 41330 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4261 members 
Mstep: Class 8 contains 25508 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17869 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 67648 members 
Mstep: Class 17 contains 222567 members 
Mstep: Class 19 contains 55784 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6249 members 
Mstep: Class 22 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026360.000000 Penalty: 66635.929688
Iteration 160F: 21 clusters Score -8.002636e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 179261 members 
Mstep: Class 3 contains 16001 members 
Mstep: Class 4 contains 9485 members 
Mstep: Class 5 contains 41332 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4262 members 
Mstep: Class 8 contains 25513 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 67657 members 
Mstep: Class 17 contains 222549 members 
Mstep: Class 19 contains 55777 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6247 members 
Mstep: Class 22 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 161Q: 21 clusters Score -8.002638e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 179250 members 
Mstep: Class 3 contains 16004 members 
Mstep: Class 4 contains 9488 members 
Mstep: Class 5 contains 41335 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4263 members 
Mstep: Class 8 contains 25518 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17862 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 67659 members 
Mstep: Class 17 contains 222567 members 
Mstep: Class 19 contains 55758 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6244 members 
Mstep: Class 22 contains 6386 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 21 clusters Score -8.002631e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 179260 members 
Mstep: Class 3 contains 16005 members 
Mstep: Class 4 contains 9491 members 
Mstep: Class 5 contains 41335 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4263 members 
Mstep: Class 8 contains 25521 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17862 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 67668 members 
Mstep: Class 17 contains 222565 members 
Mstep: Class 19 contains 55735 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6242 members 
Mstep: Class 22 contains 6386 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 163Q: 21 clusters Score -8.002636e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 179241 members 
Mstep: Class 3 contains 16005 members 
Mstep: Class 4 contains 9496 members 
Mstep: Class 5 contains 41330 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4263 members 
Mstep: Class 8 contains 25527 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 67681 members 
Mstep: Class 17 contains 222583 members 
Mstep: Class 19 contains 55716 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6241 members 
Mstep: Class 22 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 164Q: 21 clusters Score -8.002622e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 179216 members 
Mstep: Class 3 contains 16005 members 
Mstep: Class 4 contains 9501 members 
Mstep: Class 5 contains 41332 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4263 members 
Mstep: Class 8 contains 25535 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3520 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 67692 members 
Mstep: Class 17 contains 222597 members 
Mstep: Class 19 contains 55702 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6240 members 
Mstep: Class 22 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026360.000000 Penalty: 66635.929688
Iteration 165Q: 21 clusters Score -8.002636e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 179226 members 
Mstep: Class 3 contains 16006 members 
Mstep: Class 4 contains 9503 members 
Mstep: Class 5 contains 41331 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4263 members 
Mstep: Class 8 contains 25539 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 67701 members 
Mstep: Class 17 contains 222586 members 
Mstep: Class 19 contains 55690 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 6387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026320.000000 Penalty: 66635.929688
Iteration 166Q: 21 clusters Score -8.002632e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 179208 members 
Mstep: Class 3 contains 16008 members 
Mstep: Class 4 contains 9505 members 
Mstep: Class 5 contains 41330 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4264 members 
Mstep: Class 8 contains 25539 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3520 members 
Mstep: Class 13 contains 17868 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 67706 members 
Mstep: Class 17 contains 222606 members 
Mstep: Class 19 contains 55678 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6234 members 
Mstep: Class 22 contains 6387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026248.000000 Penalty: 66635.929688
Iteration 167Q: 21 clusters Score -8.002625e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 179202 members 
Mstep: Class 3 contains 16009 members 
Mstep: Class 4 contains 9508 members 
Mstep: Class 5 contains 41328 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4266 members 
Mstep: Class 8 contains 25541 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17869 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 67713 members 
Mstep: Class 17 contains 222619 members 
Mstep: Class 19 contains 55662 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6230 members 
Mstep: Class 22 contains 6387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026224.000000 Penalty: 66635.929688
Iteration 168Q: 21 clusters Score -8.002622e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 179196 members 
Mstep: Class 3 contains 16014 members 
Mstep: Class 4 contains 9511 members 
Mstep: Class 5 contains 41324 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4268 members 
Mstep: Class 8 contains 25543 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67721 members 
Mstep: Class 17 contains 222624 members 
Mstep: Class 19 contains 55653 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6227 members 
Mstep: Class 22 contains 6387 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 169Q: 21 clusters Score -8.00263e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 179193 members 
Mstep: Class 3 contains 16016 members 
Mstep: Class 4 contains 9515 members 
Mstep: Class 5 contains 41317 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4269 members 
Mstep: Class 8 contains 25545 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67730 members 
Mstep: Class 17 contains 222625 members 
Mstep: Class 19 contains 55646 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6226 members 
Mstep: Class 22 contains 6386 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 170Q: 21 clusters Score -8.002641e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 179188 members 
Mstep: Class 3 contains 16019 members 
Mstep: Class 4 contains 9514 members 
Mstep: Class 5 contains 41313 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4268 members 
Mstep: Class 8 contains 25547 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67739 members 
Mstep: Class 17 contains 222629 members 
Mstep: Class 19 contains 55638 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6226 members 
Mstep: Class 22 contains 6387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026400.000000 Penalty: 66635.929688
Iteration 171Q: 21 clusters Score -8.00264e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 179195 members 
Mstep: Class 3 contains 16018 members 
Mstep: Class 4 contains 9514 members 
Mstep: Class 5 contains 41306 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4272 members 
Mstep: Class 8 contains 25547 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17866 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67746 members 
Mstep: Class 17 contains 222625 members 
Mstep: Class 19 contains 55630 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6226 members 
Mstep: Class 22 contains 6387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026392.000000 Penalty: 66635.929688
Iteration 172Q: 21 clusters Score -8.002639e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 179171 members 
Mstep: Class 3 contains 16018 members 
Mstep: Class 4 contains 9514 members 
Mstep: Class 5 contains 41305 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4274 members 
Mstep: Class 8 contains 25550 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17866 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67759 members 
Mstep: Class 17 contains 222641 members 
Mstep: Class 19 contains 55622 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6226 members 
Mstep: Class 22 contains 6386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026344.000000 Penalty: 66635.929688
Iteration 173Q: 21 clusters Score -8.002634e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 179144 members 
Mstep: Class 3 contains 16018 members 
Mstep: Class 4 contains 9513 members 
Mstep: Class 5 contains 41309 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4275 members 
Mstep: Class 8 contains 25554 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67770 members 
Mstep: Class 17 contains 222649 members 
Mstep: Class 19 contains 55621 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6226 members 
Mstep: Class 22 contains 6387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026360.000000 Penalty: 66635.929688
Iteration 174Q: 21 clusters Score -8.002636e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 179129 members 
Mstep: Class 3 contains 16018 members 
Mstep: Class 4 contains 9514 members 
Mstep: Class 5 contains 41310 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4276 members 
Mstep: Class 8 contains 25556 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17866 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67781 members 
Mstep: Class 17 contains 222648 members 
Mstep: Class 19 contains 55620 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6226 members 
Mstep: Class 22 contains 6387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026416.000000 Penalty: 66635.929688
Iteration 175Q: 21 clusters Score -8.002642e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 179110 members 
Mstep: Class 3 contains 16018 members 
Mstep: Class 4 contains 9514 members 
Mstep: Class 5 contains 41307 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4277 members 
Mstep: Class 8 contains 25557 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17869 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67793 members 
Mstep: Class 17 contains 222659 members 
Mstep: Class 19 contains 55615 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6226 members 
Mstep: Class 22 contains 6386 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 176Q: 21 clusters Score -8.002638e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 179085 members 
Mstep: Class 3 contains 16019 members 
Mstep: Class 4 contains 9515 members 
Mstep: Class 5 contains 41306 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4277 members 
Mstep: Class 8 contains 25558 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17868 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67810 members 
Mstep: Class 17 contains 222671 members 
Mstep: Class 19 contains 55610 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6226 members 
Mstep: Class 22 contains 6386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026344.000000 Penalty: 66635.929688
Iteration 177Q: 21 clusters Score -8.002634e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 179079 members 
Mstep: Class 3 contains 16021 members 
Mstep: Class 4 contains 9515 members 
Mstep: Class 5 contains 41302 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4277 members 
Mstep: Class 8 contains 25562 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 13 contains 17866 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67825 members 
Mstep: Class 17 contains 222664 members 
Mstep: Class 19 contains 55608 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6226 members 
Mstep: Class 22 contains 6386 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 178Q: 21 clusters Score -8.002637e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 179081 members 
Mstep: Class 3 contains 16022 members 
Mstep: Class 4 contains 9515 members 
Mstep: Class 5 contains 41300 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4277 members 
Mstep: Class 8 contains 25567 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67833 members 
Mstep: Class 17 contains 222655 members 
Mstep: Class 19 contains 55605 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6226 members 
Mstep: Class 22 contains 6386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026400.000000 Penalty: 66635.929688
Iteration 179Q: 21 clusters Score -8.00264e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 179086 members 
Mstep: Class 3 contains 16022 members 
Mstep: Class 4 contains 9515 members 
Mstep: Class 5 contains 41299 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4277 members 
Mstep: Class 8 contains 25569 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 13 contains 17866 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67834 members 
Mstep: Class 17 contains 222650 members 
Mstep: Class 19 contains 55603 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6225 members 
Mstep: Class 22 contains 6386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026408.000000 Penalty: 66635.929688
Iteration 180F: 21 clusters Score -8.002641e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 179074 members 
Mstep: Class 3 contains 16022 members 
Mstep: Class 4 contains 9516 members 
Mstep: Class 5 contains 41297 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4277 members 
Mstep: Class 8 contains 25573 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 67836 members 
Mstep: Class 17 contains 222662 members 
Mstep: Class 19 contains 55601 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6224 members 
Mstep: Class 22 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026392.000000 Penalty: 66635.929688
Iteration 181Q: 21 clusters Score -8.002639e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 179060 members 
Mstep: Class 3 contains 16022 members 
Mstep: Class 4 contains 9517 members 
Mstep: Class 5 contains 41295 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4277 members 
Mstep: Class 8 contains 25574 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 13 contains 17864 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 67841 members 
Mstep: Class 17 contains 222676 members 
Mstep: Class 19 contains 55597 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6223 members 
Mstep: Class 22 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026312.000000 Penalty: 66635.929688
Iteration 182Q: 21 clusters Score -8.002631e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 179048 members 
Mstep: Class 3 contains 16022 members 
Mstep: Class 4 contains 9519 members 
Mstep: Class 5 contains 41294 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4277 members 
Mstep: Class 8 contains 25574 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 13 contains 17864 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 67844 members 
Mstep: Class 17 contains 222683 members 
Mstep: Class 19 contains 55598 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6223 members 
Mstep: Class 22 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026304.000000 Penalty: 66635.929688
Iteration 183Q: 21 clusters Score -8.00263e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 179037 members 
Mstep: Class 3 contains 16022 members 
Mstep: Class 4 contains 9520 members 
Mstep: Class 5 contains 41295 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4278 members 
Mstep: Class 8 contains 25573 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 13 contains 17864 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 67847 members 
Mstep: Class 17 contains 222689 members 
Mstep: Class 19 contains 55598 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6223 members 
Mstep: Class 22 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026288.000000 Penalty: 66635.929688
Iteration 184Q: 21 clusters Score -8.002629e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 179027 members 
Mstep: Class 3 contains 16022 members 
Mstep: Class 4 contains 9520 members 
Mstep: Class 5 contains 41295 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 25575 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 67849 members 
Mstep: Class 17 contains 222697 members 
Mstep: Class 19 contains 55595 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6223 members 
Mstep: Class 22 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026272.000000 Penalty: 66635.929688
Iteration 185Q: 21 clusters Score -8.002627e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 179021 members 
Mstep: Class 3 contains 16022 members 
Mstep: Class 4 contains 9520 members 
Mstep: Class 5 contains 41294 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4281 members 
Mstep: Class 8 contains 25578 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 67850 members 
Mstep: Class 17 contains 222698 members 
Mstep: Class 19 contains 55596 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6223 members 
Mstep: Class 22 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026192.000000 Penalty: 66635.929688
Iteration 186Q: 21 clusters Score -8.002619e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 179011 members 
Mstep: Class 3 contains 16022 members 
Mstep: Class 4 contains 9520 members 
Mstep: Class 5 contains 41297 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4282 members 
Mstep: Class 8 contains 25580 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 67853 members 
Mstep: Class 17 contains 222698 members 
Mstep: Class 19 contains 55596 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6223 members 
Mstep: Class 22 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026216.000000 Penalty: 66635.929688
Iteration 187Q: 21 clusters Score -8.002622e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 179013 members 
Mstep: Class 3 contains 16022 members 
Mstep: Class 4 contains 9520 members 
Mstep: Class 5 contains 41296 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4283 members 
Mstep: Class 8 contains 25581 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 67857 members 
Mstep: Class 17 contains 222692 members 
Mstep: Class 19 contains 55596 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6223 members 
Mstep: Class 22 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026232.000000 Penalty: 66635.929688
Iteration 188Q: 21 clusters Score -8.002623e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 179008 members 
Mstep: Class 3 contains 16022 members 
Mstep: Class 4 contains 9520 members 
Mstep: Class 5 contains 41297 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4284 members 
Mstep: Class 8 contains 25582 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 67864 members 
Mstep: Class 17 contains 222687 members 
Mstep: Class 19 contains 55596 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6223 members 
Mstep: Class 22 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026184.000000 Penalty: 66635.929688
Iteration 189Q: 21 clusters Score -8.002618e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 179006 members 
Mstep: Class 3 contains 16022 members 
Mstep: Class 4 contains 9521 members 
Mstep: Class 5 contains 41299 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4284 members 
Mstep: Class 8 contains 25583 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 67866 members 
Mstep: Class 17 contains 222683 members 
Mstep: Class 19 contains 55596 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6223 members 
Mstep: Class 22 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026232.000000 Penalty: 66635.929688
Iteration 190Q: 21 clusters Score -8.002623e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 179000 members 
Mstep: Class 3 contains 16022 members 
Mstep: Class 4 contains 9521 members 
Mstep: Class 5 contains 41301 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4284 members 
Mstep: Class 8 contains 25585 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 67868 members 
Mstep: Class 17 contains 222682 members 
Mstep: Class 19 contains 55596 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6223 members 
Mstep: Class 22 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026296.000000 Penalty: 66635.929688
Iteration 191Q: 21 clusters Score -8.00263e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 178996 members 
Mstep: Class 3 contains 16022 members 
Mstep: Class 4 contains 9521 members 
Mstep: Class 5 contains 41301 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4284 members 
Mstep: Class 8 contains 25588 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 67872 members 
Mstep: Class 17 contains 222680 members 
Mstep: Class 19 contains 55595 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6223 members 
Mstep: Class 22 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026272.000000 Penalty: 66635.929688
Iteration 192Q: 21 clusters Score -8.002627e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 178993 members 
Mstep: Class 3 contains 16022 members 
Mstep: Class 4 contains 9521 members 
Mstep: Class 5 contains 41301 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4285 members 
Mstep: Class 8 contains 25590 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 67875 members 
Mstep: Class 17 contains 222677 members 
Mstep: Class 19 contains 55595 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6223 members 
Mstep: Class 22 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026248.000000 Penalty: 66635.929688
Iteration 193Q: 21 clusters Score -8.002625e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 178992 members 
Mstep: Class 3 contains 16022 members 
Mstep: Class 4 contains 9521 members 
Mstep: Class 5 contains 41301 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4286 members 
Mstep: Class 8 contains 25591 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 67879 members 
Mstep: Class 17 contains 222669 members 
Mstep: Class 19 contains 55598 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6223 members 
Mstep: Class 22 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026248.000000 Penalty: 66635.929688
Iteration 194Q: 21 clusters Score -8.002625e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 178985 members 
Mstep: Class 3 contains 16022 members 
Mstep: Class 4 contains 9521 members 
Mstep: Class 5 contains 41303 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4290 members 
Mstep: Class 8 contains 25592 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 13 contains 17864 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 67882 members 
Mstep: Class 17 contains 222667 members 
Mstep: Class 19 contains 55598 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6223 members 
Mstep: Class 22 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026248.000000 Penalty: 66635.929688
Iteration 195Q: 21 clusters Score -8.002625e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 178971 members 
Mstep: Class 3 contains 16022 members 
Mstep: Class 4 contains 9521 members 
Mstep: Class 5 contains 41302 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4292 members 
Mstep: Class 8 contains 25593 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 13 contains 17864 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 67883 members 
Mstep: Class 17 contains 222681 members 
Mstep: Class 19 contains 55596 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6223 members 
Mstep: Class 22 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026216.000000 Penalty: 66635.929688
Iteration 196Q: 21 clusters Score -8.002622e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 178965 members 
Mstep: Class 3 contains 16022 members 
Mstep: Class 4 contains 9521 members 
Mstep: Class 5 contains 41303 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4296 members 
Mstep: Class 8 contains 25594 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 13 contains 17864 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 67885 members 
Mstep: Class 17 contains 222681 members 
Mstep: Class 19 contains 55595 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6223 members 
Mstep: Class 22 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026240.000000 Penalty: 66635.929688
Iteration 197Q: 21 clusters Score -8.002624e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 178960 members 
Mstep: Class 3 contains 16022 members 
Mstep: Class 4 contains 9521 members 
Mstep: Class 5 contains 41302 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4299 members 
Mstep: Class 8 contains 25595 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 13 contains 17864 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 67885 members 
Mstep: Class 17 contains 222685 members 
Mstep: Class 19 contains 55595 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6223 members 
Mstep: Class 22 contains 6381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80026208.000000 Penalty: 66635.929688
Iteration 198Q: 21 clusters Score -8.002621e+07 nChanged 15
Entering ConstructFrom: 
Score: -80026208.000000 Penalty: 66635.929688
Entering ConstructFrom: 
Trying to split cluster 1 (16230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Entering Unmasked Estep 
Score: -1946695.000000 Penalty: 2404.264893
	Iteration 0F: 2 clusters Score -1946695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1935084.375000 Penalty: 4808.529785
	Iteration 0F: 3 clusters Score -1935084 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1938757.000000 Penalty: 4808.529785
	Iteration 1F: 3 clusters Score -1938757 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1939051.750000 Penalty: 4808.529785
	Iteration 2F: 3 clusters Score -1939052 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1939237.625000 Penalty: 4808.529785
	Iteration 3Q: 3 clusters Score -1939238 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1939372.875000 Penalty: 4808.529785
	Iteration 4Q: 3 clusters Score -1939373 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1939503.875000 Penalty: 4808.529785
	Iteration 5Q: 3 clusters Score -1939504 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1939630.625000 Penalty: 4808.529785
	Iteration 6Q: 3 clusters Score -1939631 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1939754.625000 Penalty: 4808.529785
	Iteration 7Q: 3 clusters Score -1939755 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1939905.250000 Penalty: 4808.529785
	Iteration 8Q: 3 clusters Score -1939905 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1940124.875000 Penalty: 4808.529785
	Iteration 9Q: 3 clusters Score -1940125 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1940418.250000 Penalty: 4808.529785
	Iteration 10Q: 3 clusters Score -1940418 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1940825.625000 Penalty: 4808.529785
	Iteration 11Q: 3 clusters Score -1940826 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1941322.000000 Penalty: 4808.529785
	Iteration 12Q: 3 clusters Score -1941322 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1941928.000000 Penalty: 4808.529785
	Iteration 13F: 3 clusters Score -1941928 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1942579.750000 Penalty: 4808.529785
	Iteration 14F: 3 clusters Score -1942580 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1943177.250000 Penalty: 4808.529785
	Iteration 15F: 3 clusters Score -1943177 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1943702.125000 Penalty: 4808.529785
	Iteration 16Q: 3 clusters Score -1943702 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1944120.250000 Penalty: 4808.529785
	Iteration 17Q: 3 clusters Score -1944120 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1944412.500000 Penalty: 4808.529785
	Iteration 18Q: 3 clusters Score -1944412 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1944617.375000 Penalty: 4808.529785
	Iteration 19Q: 3 clusters Score -1944617 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1944755.750000 Penalty: 4808.529785
	Iteration 20F: 3 clusters Score -1944756 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1944861.000000 Penalty: 4808.529785
	Iteration 21Q: 3 clusters Score -1944861 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1944943.000000 Penalty: 4808.529785
	Iteration 22Q: 3 clusters Score -1944943 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1945013.000000 Penalty: 4808.529785
	Iteration 23Q: 3 clusters Score -1945013 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1945060.000000 Penalty: 4808.529785
	Iteration 24Q: 3 clusters Score -1945060 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1945107.250000 Penalty: 4808.529785
	Iteration 25Q: 3 clusters Score -1945107 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1945135.000000 Penalty: 4808.529785
	Iteration 26Q: 3 clusters Score -1945135 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1945169.625000 Penalty: 4808.529785
	Iteration 27Q: 3 clusters Score -1945170 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1945210.125000 Penalty: 4808.529785
	Iteration 28Q: 3 clusters Score -1945210 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1945236.500000 Penalty: 4808.529785
	Iteration 29Q: 3 clusters Score -1945236 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1945256.625000 Penalty: 4808.529785
	Iteration 30Q: 3 clusters Score -1945257 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1945280.875000 Penalty: 4808.529785
	Iteration 31Q: 3 clusters Score -1945281 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1945306.625000 Penalty: 4808.529785
	Iteration 32Q: 3 clusters Score -1945307 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1945335.000000 Penalty: 4808.529785
	Iteration 33Q: 3 clusters Score -1945335 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1945371.875000 Penalty: 4808.529785
	Iteration 34Q: 3 clusters Score -1945372 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1945412.625000 Penalty: 4808.529785
	Iteration 35Q: 3 clusters Score -1945413 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1945456.000000 Penalty: 4808.529785
	Iteration 36Q: 3 clusters Score -1945456 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1945487.250000 Penalty: 4808.529785
	Iteration 37Q: 3 clusters Score -1945487 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1945519.875000 Penalty: 4808.529785
	Iteration 38Q: 3 clusters Score -1945520 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1945545.875000 Penalty: 4808.529785
	Iteration 39Q: 3 clusters Score -1945546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1945569.500000 Penalty: 4808.529785
	Iteration 40F: 3 clusters Score -1945570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1945580.750000 Penalty: 4808.529785
	Iteration 41Q: 3 clusters Score -1945581 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1945590.125000 Penalty: 4808.529785
	Iteration 42Q: 3 clusters Score -1945590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1945595.125000 Penalty: 4808.529785
	Iteration 43Q: 3 clusters Score -1945595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1945599.000000 Penalty: 4808.529785
	Iteration 44Q: 3 clusters Score -1945599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1945599.375000 Penalty: 4808.529785
	Iteration 45Q: 3 clusters Score -1945599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1945596.875000 Penalty: 4808.529785
	Iteration 46Q: 3 clusters Score -1945597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1945602.625000 Penalty: 4808.529785
	Iteration 47Q: 3 clusters Score -1945603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1945600.500000 Penalty: 4808.529785
	Iteration 48Q: 3 clusters Score -1945600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1945600.500000 Penalty: 4808.529785
	Iteration 49F: 3 clusters Score -1945600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (178953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178953 members 
Entering Unmasked Estep 
Score: -21292752.000000 Penalty: 2999.529785
	Iteration 0F: 2 clusters Score -2.129275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89848 members 
Mstep: Class 2 contains 89105 members 
Entering Unmasked Estep 
Score: -21179646.000000 Penalty: 5999.059570
	Iteration 0F: 3 clusters Score -2.117965e+07 nChanged 85588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94130 members 
Mstep: Class 2 contains 84823 members 
Entering Unmasked Estep 
Score: -21228958.000000 Penalty: 5999.059570
	Iteration 1F: 3 clusters Score -2.122896e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97012 members 
Mstep: Class 2 contains 81941 members 
Entering Unmasked Estep 
Score: -21230330.000000 Penalty: 5999.059570
	Iteration 2Q: 3 clusters Score -2.123033e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101501 members 
Mstep: Class 2 contains 77452 members 
Entering Unmasked Estep 
Score: -21232340.000000 Penalty: 5999.059570
	Iteration 3Q: 3 clusters Score -2.123234e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108496 members 
Mstep: Class 2 contains 70457 members 
Entering Unmasked Estep 
Score: -21235362.000000 Penalty: 5999.059570
	Iteration 4Q: 3 clusters Score -2.123536e+07 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118674 members 
Mstep: Class 2 contains 60279 members 
Entering Unmasked Estep 
Score: -21241098.000000 Penalty: 5999.059570
	Iteration 5F: 3 clusters Score -2.12411e+07 nChanged 13591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132119 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -21250808.000000 Penalty: 5999.059570
	Iteration 6F: 3 clusters Score -2.125081e+07 nChanged 15184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147239 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -21263676.000000 Penalty: 5999.059570
	Iteration 7F: 3 clusters Score -2.126368e+07 nChanged 13461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160674 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -21275370.000000 Penalty: 5999.059570
	Iteration 8F: 3 clusters Score -2.127537e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169840 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -21283134.000000 Penalty: 5999.059570
	Iteration 9F: 3 clusters Score -2.128313e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174686 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -21286944.000000 Penalty: 5999.059570
	Iteration 10Q: 3 clusters Score -2.128694e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176846 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -21288632.000000 Penalty: 5999.059570
	Iteration 11Q: 3 clusters Score -2.128863e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177754 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -21289406.000000 Penalty: 5999.059570
	Iteration 12Q: 3 clusters Score -2.128941e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178124 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -21289734.000000 Penalty: 5999.059570
	Iteration 13Q: 3 clusters Score -2.128973e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178271 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -21289964.000000 Penalty: 5999.059570
	Iteration 14Q: 3 clusters Score -2.128996e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178339 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -21290030.000000 Penalty: 5999.059570
	Iteration 15Q: 3 clusters Score -2.129003e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178367 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -21290068.000000 Penalty: 5999.059570
	Iteration 16Q: 3 clusters Score -2.129007e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178381 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -21290118.000000 Penalty: 5999.059570
	Iteration 17Q: 3 clusters Score -2.129012e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178406 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -21290134.000000 Penalty: 5999.059570
	Iteration 18Q: 3 clusters Score -2.129013e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178424 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -21290154.000000 Penalty: 5999.059570
	Iteration 19Q: 3 clusters Score -2.129015e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178442 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -21290188.000000 Penalty: 5999.059570
	Iteration 20F: 3 clusters Score -2.129019e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178460 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -21290224.000000 Penalty: 5999.059570
	Iteration 21Q: 3 clusters Score -2.129022e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178476 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -21290218.000000 Penalty: 5999.059570
	Iteration 22Q: 3 clusters Score -2.129022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178485 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -21290214.000000 Penalty: 5999.059570
	Iteration 23Q: 3 clusters Score -2.129021e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178485 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -21290220.000000 Penalty: 5999.059570
	Iteration 24Q: 3 clusters Score -2.129022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178482 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -21290232.000000 Penalty: 5999.059570
	Iteration 25Q: 3 clusters Score -2.129023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178486 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -21290232.000000 Penalty: 5999.059570
	Iteration 26Q: 3 clusters Score -2.129023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178490 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -21290232.000000 Penalty: 5999.059570
	Iteration 27Q: 3 clusters Score -2.129023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178492 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -21290262.000000 Penalty: 5999.059570
	Iteration 28Q: 3 clusters Score -2.129026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178494 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -21290264.000000 Penalty: 5999.059570
	Iteration 29Q: 3 clusters Score -2.129026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178493 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -21290276.000000 Penalty: 5999.059570
	Iteration 30Q: 3 clusters Score -2.129028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178494 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -21290258.000000 Penalty: 5999.059570
	Iteration 31Q: 3 clusters Score -2.129026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178497 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -21290278.000000 Penalty: 5999.059570
	Iteration 32Q: 3 clusters Score -2.129028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178496 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -21290268.000000 Penalty: 5999.059570
	Iteration 33Q: 3 clusters Score -2.129027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178496 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -21290268.000000 Penalty: 5999.059570
	Iteration 34F: 3 clusters Score -2.129027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Entering Unmasked Estep 
Score: -1940722.375000 Penalty: 2401.065918
	Iteration 0F: 2 clusters Score -1940722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1929080.125000 Penalty: 4802.131836
	Iteration 0F: 3 clusters Score -1929080 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1932661.125000 Penalty: 4802.131836
	Iteration 1F: 3 clusters Score -1932661 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1933014.125000 Penalty: 4802.131836
	Iteration 2F: 3 clusters Score -1933014 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1933304.125000 Penalty: 4802.131836
	Iteration 3Q: 3 clusters Score -1933304 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1933535.500000 Penalty: 4802.131836
	Iteration 4Q: 3 clusters Score -1933536 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1933734.750000 Penalty: 4802.131836
	Iteration 5Q: 3 clusters Score -1933735 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1933942.125000 Penalty: 4802.131836
	Iteration 6Q: 3 clusters Score -1933942 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1934151.875000 Penalty: 4802.131836
	Iteration 7Q: 3 clusters Score -1934152 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1934382.875000 Penalty: 4802.131836
	Iteration 8Q: 3 clusters Score -1934383 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1934657.625000 Penalty: 4802.131836
	Iteration 9Q: 3 clusters Score -1934658 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1934945.250000 Penalty: 4802.131836
	Iteration 10Q: 3 clusters Score -1934945 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1935232.250000 Penalty: 4802.131836
	Iteration 11Q: 3 clusters Score -1935232 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1935559.625000 Penalty: 4802.131836
	Iteration 12Q: 3 clusters Score -1935560 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1935924.125000 Penalty: 4802.131836
	Iteration 13Q: 3 clusters Score -1935924 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1936273.500000 Penalty: 4802.131836
	Iteration 14Q: 3 clusters Score -1936274 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1936619.750000 Penalty: 4802.131836
	Iteration 15Q: 3 clusters Score -1936620 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1936936.500000 Penalty: 4802.131836
	Iteration 16Q: 3 clusters Score -1936936 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1937238.375000 Penalty: 4802.131836
	Iteration 17Q: 3 clusters Score -1937238 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1937506.750000 Penalty: 4802.131836
	Iteration 18Q: 3 clusters Score -1937507 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1937715.250000 Penalty: 4802.131836
	Iteration 19Q: 3 clusters Score -1937715 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1937911.125000 Penalty: 4802.131836
	Iteration 20F: 3 clusters Score -1937911 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1938052.625000 Penalty: 4802.131836
	Iteration 21Q: 3 clusters Score -1938053 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1938144.250000 Penalty: 4802.131836
	Iteration 22Q: 3 clusters Score -1938144 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1938210.375000 Penalty: 4802.131836
	Iteration 23Q: 3 clusters Score -1938210 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1938270.000000 Penalty: 4802.131836
	Iteration 24Q: 3 clusters Score -1938270 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1938313.500000 Penalty: 4802.131836
	Iteration 25Q: 3 clusters Score -1938314 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1938372.875000 Penalty: 4802.131836
	Iteration 26Q: 3 clusters Score -1938373 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -1938403.250000 Penalty: 4802.131836
	Iteration 27Q: 3 clusters Score -1938403 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1938434.750000 Penalty: 4802.131836
	Iteration 28Q: 3 clusters Score -1938435 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1938465.125000 Penalty: 4802.131836
	Iteration 29Q: 3 clusters Score -1938465 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1938487.500000 Penalty: 4802.131836
	Iteration 30Q: 3 clusters Score -1938488 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1938505.250000 Penalty: 4802.131836
	Iteration 31Q: 3 clusters Score -1938505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1938519.375000 Penalty: 4802.131836
	Iteration 32Q: 3 clusters Score -1938519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1938537.125000 Penalty: 4802.131836
	Iteration 33Q: 3 clusters Score -1938537 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1938546.875000 Penalty: 4802.131836
	Iteration 34Q: 3 clusters Score -1938547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1938562.750000 Penalty: 4802.131836
	Iteration 35Q: 3 clusters Score -1938563 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1938585.625000 Penalty: 4802.131836
	Iteration 36Q: 3 clusters Score -1938586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1938597.750000 Penalty: 4802.131836
	Iteration 37Q: 3 clusters Score -1938598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -1938604.625000 Penalty: 4802.131836
	Iteration 38Q: 3 clusters Score -1938605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1938616.750000 Penalty: 4802.131836
	Iteration 39Q: 3 clusters Score -1938617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1938624.625000 Penalty: 4802.131836
	Iteration 40F: 3 clusters Score -1938625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1938632.375000 Penalty: 4802.131836
	Iteration 41Q: 3 clusters Score -1938632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1938632.500000 Penalty: 4802.131836
	Iteration 42Q: 3 clusters Score -1938632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1938630.750000 Penalty: 4802.131836
	Iteration 43Q: 3 clusters Score -1938631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1938631.875000 Penalty: 4802.131836
	Iteration 44Q: 3 clusters Score -1938632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1938632.500000 Penalty: 4802.131836
	Iteration 45Q: 3 clusters Score -1938632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1938632.750000 Penalty: 4802.131836
	Iteration 46Q: 3 clusters Score -1938633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1938632.625000 Penalty: 4802.131836
	Iteration 47Q: 3 clusters Score -1938633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1938632.625000 Penalty: 4802.131836
	Iteration 48F: 3 clusters Score -1938633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Entering Unmasked Estep 
Score: -1143625.375000 Penalty: 2271.991211
	Iteration 0F: 2 clusters Score -1143625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1136206.500000 Penalty: 4543.982422
	Iteration 0F: 3 clusters Score -1136206 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1138244.500000 Penalty: 4543.982422
	Iteration 1F: 3 clusters Score -1138244 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1138528.375000 Penalty: 4543.982422
	Iteration 2F: 3 clusters Score -1138528 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1138720.375000 Penalty: 4543.982422
	Iteration 3F: 3 clusters Score -1138720 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1138849.500000 Penalty: 4543.982422
	Iteration 4Q: 3 clusters Score -1138850 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1138932.125000 Penalty: 4543.982422
	Iteration 5Q: 3 clusters Score -1138932 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1139011.000000 Penalty: 4543.982422
	Iteration 6Q: 3 clusters Score -1139011 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1139072.125000 Penalty: 4543.982422
	Iteration 7Q: 3 clusters Score -1139072 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1139128.375000 Penalty: 4543.982422
	Iteration 8Q: 3 clusters Score -1139128 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1139174.000000 Penalty: 4543.982422
	Iteration 9Q: 3 clusters Score -1139174 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1139232.375000 Penalty: 4543.982422
	Iteration 10Q: 3 clusters Score -1139232 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1139281.250000 Penalty: 4543.982422
	Iteration 11Q: 3 clusters Score -1139281 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1139336.125000 Penalty: 4543.982422
	Iteration 12Q: 3 clusters Score -1139336 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1139379.750000 Penalty: 4543.982422
	Iteration 13Q: 3 clusters Score -1139380 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1139427.500000 Penalty: 4543.982422
	Iteration 14Q: 3 clusters Score -1139428 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1139485.625000 Penalty: 4543.982422
	Iteration 15Q: 3 clusters Score -1139486 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1139537.500000 Penalty: 4543.982422
	Iteration 16Q: 3 clusters Score -1139538 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1139599.375000 Penalty: 4543.982422
	Iteration 17Q: 3 clusters Score -1139599 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1139675.625000 Penalty: 4543.982422
	Iteration 18Q: 3 clusters Score -1139676 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1139769.875000 Penalty: 4543.982422
	Iteration 19Q: 3 clusters Score -1139770 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1139882.500000 Penalty: 4543.982422
	Iteration 20F: 3 clusters Score -1139882 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1140010.500000 Penalty: 4543.982422
	Iteration 21Q: 3 clusters Score -1140010 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1140171.500000 Penalty: 4543.982422
	Iteration 22Q: 3 clusters Score -1140172 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1140313.375000 Penalty: 4543.982422
	Iteration 23Q: 3 clusters Score -1140313 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1140433.000000 Penalty: 4543.982422
	Iteration 24Q: 3 clusters Score -1140433 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1140553.250000 Penalty: 4543.982422
	Iteration 25Q: 3 clusters Score -1140553 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1140663.250000 Penalty: 4543.982422
	Iteration 26Q: 3 clusters Score -1140663 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1140768.500000 Penalty: 4543.982422
	Iteration 27Q: 3 clusters Score -1140768 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1140865.750000 Penalty: 4543.982422
	Iteration 28Q: 3 clusters Score -1140866 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1140955.750000 Penalty: 4543.982422
	Iteration 29Q: 3 clusters Score -1140956 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1141028.750000 Penalty: 4543.982422
	Iteration 30Q: 3 clusters Score -1141029 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1141100.000000 Penalty: 4543.982422
	Iteration 31Q: 3 clusters Score -1141100 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1141159.625000 Penalty: 4543.982422
	Iteration 32Q: 3 clusters Score -1141160 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1141225.125000 Penalty: 4543.982422
	Iteration 33Q: 3 clusters Score -1141225 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1141276.250000 Penalty: 4543.982422
	Iteration 34Q: 3 clusters Score -1141276 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1141314.875000 Penalty: 4543.982422
	Iteration 35Q: 3 clusters Score -1141315 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1141356.125000 Penalty: 4543.982422
	Iteration 36Q: 3 clusters Score -1141356 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1141379.750000 Penalty: 4543.982422
	Iteration 37Q: 3 clusters Score -1141380 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1141408.625000 Penalty: 4543.982422
	Iteration 38Q: 3 clusters Score -1141409 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1141433.125000 Penalty: 4543.982422
	Iteration 39Q: 3 clusters Score -1141433 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1141452.250000 Penalty: 4543.982422
	Iteration 40F: 3 clusters Score -1141452 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1141465.250000 Penalty: 4543.982422
	Iteration 41Q: 3 clusters Score -1141465 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1141478.250000 Penalty: 4543.982422
	Iteration 42Q: 3 clusters Score -1141478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1141487.375000 Penalty: 4543.982422
	Iteration 43Q: 3 clusters Score -1141487 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1141497.875000 Penalty: 4543.982422
	Iteration 44Q: 3 clusters Score -1141498 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1141511.875000 Penalty: 4543.982422
	Iteration 45Q: 3 clusters Score -1141512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1141521.375000 Penalty: 4543.982422
	Iteration 46Q: 3 clusters Score -1141521 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1141527.000000 Penalty: 4543.982422
	Iteration 47Q: 3 clusters Score -1141527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1141537.625000 Penalty: 4543.982422
	Iteration 48Q: 3 clusters Score -1141538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1141547.500000 Penalty: 4543.982422
	Iteration 49Q: 3 clusters Score -1141548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1141553.875000 Penalty: 4543.982422
	Iteration 50Q: 3 clusters Score -1141554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1141560.750000 Penalty: 4543.982422
	Iteration 51Q: 3 clusters Score -1141561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1141560.875000 Penalty: 4543.982422
	Iteration 52Q: 3 clusters Score -1141561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1141563.250000 Penalty: 4543.982422
	Iteration 53Q: 3 clusters Score -1141563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1141567.625000 Penalty: 4543.982422
	Iteration 54Q: 3 clusters Score -1141568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1141566.875000 Penalty: 4543.982422
	Iteration 55Q: 3 clusters Score -1141567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1141574.875000 Penalty: 4543.982422
	Iteration 56Q: 3 clusters Score -1141575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1141582.250000 Penalty: 4543.982422
	Iteration 57Q: 3 clusters Score -1141582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1141585.000000 Penalty: 4543.982422
	Iteration 58Q: 3 clusters Score -1141585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1141595.500000 Penalty: 4543.982422
	Iteration 59Q: 3 clusters Score -1141596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1141597.500000 Penalty: 4543.982422
	Iteration 60F: 3 clusters Score -1141598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1141603.375000 Penalty: 4543.982422
	Iteration 61Q: 3 clusters Score -1141603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1141602.125000 Penalty: 4543.982422
	Iteration 62Q: 3 clusters Score -1141602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1141603.750000 Penalty: 4543.982422
	Iteration 63Q: 3 clusters Score -1141604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1141609.625000 Penalty: 4543.982422
	Iteration 64Q: 3 clusters Score -1141610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1141613.750000 Penalty: 4543.982422
	Iteration 65Q: 3 clusters Score -1141614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1141612.625000 Penalty: 4543.982422
	Iteration 66Q: 3 clusters Score -1141613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1141616.750000 Penalty: 4543.982422
	Iteration 67Q: 3 clusters Score -1141617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1141617.125000 Penalty: 4543.982422
	Iteration 68Q: 3 clusters Score -1141617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1141621.125000 Penalty: 4543.982422
	Iteration 69Q: 3 clusters Score -1141621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1141624.000000 Penalty: 4543.982422
	Iteration 70Q: 3 clusters Score -1141624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1141623.375000 Penalty: 4543.982422
	Iteration 71Q: 3 clusters Score -1141623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1141626.625000 Penalty: 4543.982422
	Iteration 72Q: 3 clusters Score -1141627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1141628.750000 Penalty: 4543.982422
	Iteration 73Q: 3 clusters Score -1141629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1141635.750000 Penalty: 4543.982422
	Iteration 74Q: 3 clusters Score -1141636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1141635.875000 Penalty: 4543.982422
	Iteration 75Q: 3 clusters Score -1141636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1141638.750000 Penalty: 4543.982422
	Iteration 76Q: 3 clusters Score -1141639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1141640.250000 Penalty: 4543.982422
	Iteration 77Q: 3 clusters Score -1141640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1141641.500000 Penalty: 4543.982422
	Iteration 78Q: 3 clusters Score -1141642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1141641.500000 Penalty: 4543.982422
	Iteration 79F: 3 clusters Score -1141642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Entering Unmasked Estep 
Score: -4992181.500000 Penalty: 2635.909180
	Iteration 0F: 2 clusters Score -4992182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -4964188.500000 Penalty: 5271.818359
	Iteration 0F: 3 clusters Score -4964188 nChanged 18784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -4974335.000000 Penalty: 5271.818359
	Iteration 1F: 3 clusters Score -4974335 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -4974725.000000 Penalty: 5271.818359
	Iteration 2Q: 3 clusters Score -4974725 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -4975155.500000 Penalty: 5271.818359
	Iteration 3Q: 3 clusters Score -4975156 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -4975643.000000 Penalty: 5271.818359
	Iteration 4Q: 3 clusters Score -4975643 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -4976342.000000 Penalty: 5271.818359
	Iteration 5Q: 3 clusters Score -4976342 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -4977347.000000 Penalty: 5271.818359
	Iteration 6Q: 3 clusters Score -4977347 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -4978986.000000 Penalty: 5271.818359
	Iteration 7F: 3 clusters Score -4978986 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -4981397.000000 Penalty: 5271.818359
	Iteration 8F: 3 clusters Score -4981397 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -4984209.500000 Penalty: 5271.818359
	Iteration 9F: 3 clusters Score -4984210 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -4986750.000000 Penalty: 5271.818359
	Iteration 10F: 3 clusters Score -4986750 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -4988350.000000 Penalty: 5271.818359
	Iteration 11Q: 3 clusters Score -4988350 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4989164.000000 Penalty: 5271.818359
	Iteration 12Q: 3 clusters Score -4989164 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4989508.000000 Penalty: 5271.818359
	Iteration 13Q: 3 clusters Score -4989508 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4989727.000000 Penalty: 5271.818359
	Iteration 14Q: 3 clusters Score -4989727 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4989857.000000 Penalty: 5271.818359
	Iteration 15Q: 3 clusters Score -4989857 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4989939.500000 Penalty: 5271.818359
	Iteration 16Q: 3 clusters Score -4989940 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4989975.500000 Penalty: 5271.818359
	Iteration 17Q: 3 clusters Score -4989976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4990008.000000 Penalty: 5271.818359
	Iteration 18Q: 3 clusters Score -4990008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4990025.000000 Penalty: 5271.818359
	Iteration 19Q: 3 clusters Score -4990025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4990031.500000 Penalty: 5271.818359
	Iteration 20F: 3 clusters Score -4990032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4990045.500000 Penalty: 5271.818359
	Iteration 21Q: 3 clusters Score -4990046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4990055.000000 Penalty: 5271.818359
	Iteration 22Q: 3 clusters Score -4990055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4990072.000000 Penalty: 5271.818359
	Iteration 23Q: 3 clusters Score -4990072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4990073.500000 Penalty: 5271.818359
	Iteration 24Q: 3 clusters Score -4990074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4990082.000000 Penalty: 5271.818359
	Iteration 25Q: 3 clusters Score -4990082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4990083.000000 Penalty: 5271.818359
	Iteration 26Q: 3 clusters Score -4990083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4990085.000000 Penalty: 5271.818359
	Iteration 27Q: 3 clusters Score -4990085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4990089.000000 Penalty: 5271.818359
	Iteration 28Q: 3 clusters Score -4990089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4990095.000000 Penalty: 5271.818359
	Iteration 29Q: 3 clusters Score -4990095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4990095.000000 Penalty: 5271.818359
	Iteration 30Q: 3 clusters Score -4990095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4990095.000000 Penalty: 5271.818359
	Iteration 31Q: 3 clusters Score -4990095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4990096.500000 Penalty: 5271.818359
	Iteration 32Q: 3 clusters Score -4990096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4990091.000000 Penalty: 5271.818359
	Iteration 33Q: 3 clusters Score -4990091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4990091.500000 Penalty: 5271.818359
	Iteration 34Q: 3 clusters Score -4990092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4990098.500000 Penalty: 5271.818359
	Iteration 35Q: 3 clusters Score -4990098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4990102.000000 Penalty: 5271.818359
	Iteration 36Q: 3 clusters Score -4990102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4990104.000000 Penalty: 5271.818359
	Iteration 37Q: 3 clusters Score -4990104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4990104.000000 Penalty: 5271.818359
	Iteration 38F: 3 clusters Score -4990104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Entering Unmasked Estep 
Score: -203988.906250 Penalty: 1847.763916
	Iteration 0F: 2 clusters Score -203988.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -201541.656250 Penalty: 3695.527832
	Iteration 0F: 3 clusters Score -201541.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -201950.312500 Penalty: 3695.527832
	Iteration 1F: 3 clusters Score -201950.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -202057.359375 Penalty: 3695.527832
	Iteration 2F: 3 clusters Score -202057.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -202109.140625 Penalty: 3695.527832
	Iteration 3Q: 3 clusters Score -202109.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -202143.046875 Penalty: 3695.527832
	Iteration 4Q: 3 clusters Score -202143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -202166.578125 Penalty: 3695.527832
	Iteration 5Q: 3 clusters Score -202166.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -202180.984375 Penalty: 3695.527832
	Iteration 6Q: 3 clusters Score -202181 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -202195.031250 Penalty: 3695.527832
	Iteration 7Q: 3 clusters Score -202195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -202210.093750 Penalty: 3695.527832
	Iteration 8Q: 3 clusters Score -202210.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -202221.718750 Penalty: 3695.527832
	Iteration 9Q: 3 clusters Score -202221.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -202232.562500 Penalty: 3695.527832
	Iteration 10Q: 3 clusters Score -202232.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -202239.906250 Penalty: 3695.527832
	Iteration 11Q: 3 clusters Score -202239.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -202248.140625 Penalty: 3695.527832
	Iteration 12Q: 3 clusters Score -202248.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -202249.781250 Penalty: 3695.527832
	Iteration 13Q: 3 clusters Score -202249.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -202251.359375 Penalty: 3695.527832
	Iteration 14Q: 3 clusters Score -202251.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -202251.687500 Penalty: 3695.527832
	Iteration 15Q: 3 clusters Score -202251.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -202254.531250 Penalty: 3695.527832
	Iteration 16Q: 3 clusters Score -202254.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -202256.484375 Penalty: 3695.527832
	Iteration 17Q: 3 clusters Score -202256.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -202258.281250 Penalty: 3695.527832
	Iteration 18Q: 3 clusters Score -202258.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -202260.390625 Penalty: 3695.527832
	Iteration 19Q: 3 clusters Score -202260.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -202261.046875 Penalty: 3695.527832
	Iteration 20F: 3 clusters Score -202261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Entering Unmasked Estep 
Score: -520899.062500 Penalty: 2074.802002
	Iteration 0F: 2 clusters Score -520899.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -516744.000000 Penalty: 4149.604004
	Iteration 0F: 3 clusters Score -516744 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -517682.218750 Penalty: 4149.604004
	Iteration 1F: 3 clusters Score -517682.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -517918.968750 Penalty: 4149.604004
	Iteration 2F: 3 clusters Score -517919 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -518123.812500 Penalty: 4149.604004
	Iteration 3F: 3 clusters Score -518123.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -518314.562500 Penalty: 4149.604004
	Iteration 4F: 3 clusters Score -518314.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -518486.593750 Penalty: 4149.604004
	Iteration 5Q: 3 clusters Score -518486.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -518636.718750 Penalty: 4149.604004
	Iteration 6Q: 3 clusters Score -518636.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -518780.625000 Penalty: 4149.604004
	Iteration 7Q: 3 clusters Score -518780.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -518947.906250 Penalty: 4149.604004
	Iteration 8Q: 3 clusters Score -518947.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -519140.000000 Penalty: 4149.604004
	Iteration 9F: 3 clusters Score -519140 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -519323.687500 Penalty: 4149.604004
	Iteration 10Q: 3 clusters Score -519323.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -519493.656250 Penalty: 4149.604004
	Iteration 11Q: 3 clusters Score -519493.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -519644.750000 Penalty: 4149.604004
	Iteration 12Q: 3 clusters Score -519644.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -519760.531250 Penalty: 4149.604004
	Iteration 13Q: 3 clusters Score -519760.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -519846.750000 Penalty: 4149.604004
	Iteration 14Q: 3 clusters Score -519846.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -519905.375000 Penalty: 4149.604004
	Iteration 15Q: 3 clusters Score -519905.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -519956.843750 Penalty: 4149.604004
	Iteration 16Q: 3 clusters Score -519956.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -519996.937500 Penalty: 4149.604004
	Iteration 17Q: 3 clusters Score -519996.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -520019.718750 Penalty: 4149.604004
	Iteration 18Q: 3 clusters Score -520019.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -520033.562500 Penalty: 4149.604004
	Iteration 19Q: 3 clusters Score -520033.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -520039.250000 Penalty: 4149.604004
	Iteration 20F: 3 clusters Score -520039.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -520041.281250 Penalty: 4149.604004
	Iteration 21Q: 3 clusters Score -520041.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -520047.156250 Penalty: 4149.604004
	Iteration 22Q: 3 clusters Score -520047.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -520049.750000 Penalty: 4149.604004
	Iteration 23Q: 3 clusters Score -520049.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -520051.500000 Penalty: 4149.604004
	Iteration 24Q: 3 clusters Score -520051.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -520051.781250 Penalty: 4149.604004
	Iteration 25Q: 3 clusters Score -520051.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -520051.781250 Penalty: 4149.604004
	Iteration 26F: 3 clusters Score -520051.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Entering Unmasked Estep 
Score: -3115659.250000 Penalty: 2517.247559
	Iteration 0F: 2 clusters Score -3115659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -3097768.500000 Penalty: 5034.495117
	Iteration 0F: 3 clusters Score -3097768 nChanged 11550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3104041.000000 Penalty: 5034.495117
	Iteration 1F: 3 clusters Score -3104041 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -3104417.750000 Penalty: 5034.495117
	Iteration 2Q: 3 clusters Score -3104418 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -3104763.000000 Penalty: 5034.495117
	Iteration 3Q: 3 clusters Score -3104763 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -3105096.250000 Penalty: 5034.495117
	Iteration 4Q: 3 clusters Score -3105096 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -3105445.000000 Penalty: 5034.495117
	Iteration 5Q: 3 clusters Score -3105445 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -3105882.500000 Penalty: 5034.495117
	Iteration 6Q: 3 clusters Score -3105882 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -3106504.250000 Penalty: 5034.495117
	Iteration 7Q: 3 clusters Score -3106504 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -3107369.750000 Penalty: 5034.495117
	Iteration 8F: 3 clusters Score -3107370 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -3108421.250000 Penalty: 5034.495117
	Iteration 9F: 3 clusters Score -3108421 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -3109598.750000 Penalty: 5034.495117
	Iteration 10F: 3 clusters Score -3109599 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -3110821.000000 Penalty: 5034.495117
	Iteration 11F: 3 clusters Score -3110821 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -3111839.500000 Penalty: 5034.495117
	Iteration 12Q: 3 clusters Score -3111840 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -3112497.500000 Penalty: 5034.495117
	Iteration 13Q: 3 clusters Score -3112498 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -3112873.250000 Penalty: 5034.495117
	Iteration 14Q: 3 clusters Score -3112873 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3113085.000000 Penalty: 5034.495117
	Iteration 15Q: 3 clusters Score -3113085 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3113215.500000 Penalty: 5034.495117
	Iteration 16Q: 3 clusters Score -3113216 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -3113280.000000 Penalty: 5034.495117
	Iteration 17Q: 3 clusters Score -3113280 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -3113338.500000 Penalty: 5034.495117
	Iteration 18Q: 3 clusters Score -3113338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -3113379.000000 Penalty: 5034.495117
	Iteration 19Q: 3 clusters Score -3113379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -3113405.750000 Penalty: 5034.495117
	Iteration 20F: 3 clusters Score -3113406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -3113422.000000 Penalty: 5034.495117
	Iteration 21Q: 3 clusters Score -3113422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -3113443.500000 Penalty: 5034.495117
	Iteration 22Q: 3 clusters Score -3113444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -3113452.750000 Penalty: 5034.495117
	Iteration 23Q: 3 clusters Score -3113453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3113454.250000 Penalty: 5034.495117
	Iteration 24Q: 3 clusters Score -3113454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -3113455.250000 Penalty: 5034.495117
	Iteration 25Q: 3 clusters Score -3113455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -3113461.500000 Penalty: 5034.495117
	Iteration 26Q: 3 clusters Score -3113462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -3113466.500000 Penalty: 5034.495117
	Iteration 27Q: 3 clusters Score -3113466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -3113466.500000 Penalty: 5034.495117
	Iteration 28Q: 3 clusters Score -3113466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -3113466.500000 Penalty: 5034.495117
	Iteration 29F: 3 clusters Score -3113466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -163881.593750 Penalty: 1816.800293
	Iteration 0F: 2 clusters Score -163881.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -161555.531250 Penalty: 3633.600586
	Iteration 0F: 3 clusters Score -161555.5 nChanged 426
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: -161957.750000 Penalty: 3633.600586
	Iteration 1F: 3 clusters Score -161957.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -162137.718750 Penalty: 3633.600586
	Iteration 2F: 3 clusters Score -162137.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -162270.250000 Penalty: 3633.600586
	Iteration 3F: 3 clusters Score -162270.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -162367.984375 Penalty: 3633.600586
	Iteration 4Q: 3 clusters Score -162368 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -162438.812500 Penalty: 3633.600586
	Iteration 5Q: 3 clusters Score -162438.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -162492.109375 Penalty: 3633.600586
	Iteration 6Q: 3 clusters Score -162492.1 nChanged 38
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: -162548.203125 Penalty: 3633.600586
	Iteration 7Q: 3 clusters Score -162548.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -162595.953125 Penalty: 3633.600586
	Iteration 8Q: 3 clusters Score -162596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -162645.984375 Penalty: 3633.600586
	Iteration 9Q: 3 clusters Score -162646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -162688.109375 Penalty: 3633.600586
	Iteration 10Q: 3 clusters Score -162688.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -162730.062500 Penalty: 3633.600586
	Iteration 11Q: 3 clusters Score -162730.1 nChanged 24
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: -162766.828125 Penalty: 3633.600586
	Iteration 12Q: 3 clusters Score -162766.8 nChanged 28
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: -162812.015625 Penalty: 3633.600586
	Iteration 13Q: 3 clusters Score -162812 nChanged 27
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: -162848.171875 Penalty: 3633.600586
	Iteration 14Q: 3 clusters Score -162848.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -162890.859375 Penalty: 3633.600586
	Iteration 15Q: 3 clusters Score -162890.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -162957.187500 Penalty: 3633.600586
	Iteration 16Q: 3 clusters Score -162957.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -163026.750000 Penalty: 3633.600586
	Iteration 17Q: 3 clusters Score -163026.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -163120.812500 Penalty: 3633.600586
	Iteration 18Q: 3 clusters Score -163120.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -163171.359375 Penalty: 3633.600586
	Iteration 19Q: 3 clusters Score -163171.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -163206.640625 Penalty: 3633.600586
	Iteration 20F: 3 clusters Score -163206.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -163258.546875 Penalty: 3633.600586
	Iteration 21Q: 3 clusters Score -163258.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -163330.031250 Penalty: 3633.600586
	Iteration 22Q: 3 clusters Score -163330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -163414.421875 Penalty: 3633.600586
	Iteration 23Q: 3 clusters Score -163414.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -163455.375000 Penalty: 3633.600586
	Iteration 24Q: 3 clusters Score -163455.4 nChanged 7
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: -163466.015625 Penalty: 3633.600586
	Iteration 25Q: 3 clusters Score -163466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -163475.000000 Penalty: 3633.600586
	Iteration 26Q: 3 clusters Score -163475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -163485.421875 Penalty: 3633.600586
	Iteration 27Q: 3 clusters Score -163485.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -163492.531250 Penalty: 3633.600586
	Iteration 28Q: 3 clusters Score -163492.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -163499.906250 Penalty: 3633.600586
	Iteration 29Q: 3 clusters Score -163499.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -163503.390625 Penalty: 3633.600586
	Iteration 30Q: 3 clusters Score -163503.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -163506.609375 Penalty: 3633.600586
	Iteration 31Q: 3 clusters Score -163506.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -163510.562500 Penalty: 3633.600586
	Iteration 32Q: 3 clusters Score -163510.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -163513.562500 Penalty: 3633.600586
	Iteration 33Q: 3 clusters Score -163513.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -163514.906250 Penalty: 3633.600586
	Iteration 34Q: 3 clusters Score -163514.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -163516.359375 Penalty: 3633.600586
	Iteration 35Q: 3 clusters Score -163516.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -163518.281250 Penalty: 3633.600586
	Iteration 36Q: 3 clusters Score -163518.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -163519.312500 Penalty: 3633.600586
	Iteration 37Q: 3 clusters Score -163519.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -163521.937500 Penalty: 3633.600586
	Iteration 38Q: 3 clusters Score -163521.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -163524.921875 Penalty: 3633.600586
	Iteration 39Q: 3 clusters Score -163524.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -163533.109375 Penalty: 3633.600586
	Iteration 40F: 3 clusters Score -163533.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -163549.875000 Penalty: 3633.600586
	Iteration 41Q: 3 clusters Score -163549.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -163574.609375 Penalty: 3633.600586
	Iteration 42Q: 3 clusters Score -163574.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -163592.593750 Penalty: 3633.600586
	Iteration 43Q: 3 clusters Score -163592.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -163612.250000 Penalty: 3633.600586
	Iteration 44Q: 3 clusters Score -163612.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -163623.406250 Penalty: 3633.600586
	Iteration 45Q: 3 clusters Score -163623.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -163636.031250 Penalty: 3633.600586
	Iteration 46Q: 3 clusters Score -163636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -163645.515625 Penalty: 3633.600586
	Iteration 47Q: 3 clusters Score -163645.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -163653.937500 Penalty: 3633.600586
	Iteration 48Q: 3 clusters Score -163653.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -163659.125000 Penalty: 3633.600586
	Iteration 49Q: 3 clusters Score -163659.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -163669.843750 Penalty: 3633.600586
	Iteration 50Q: 3 clusters Score -163669.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -163678.828125 Penalty: 3633.600586
	Iteration 51Q: 3 clusters Score -163678.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -163692.265625 Penalty: 3633.600586
	Iteration 52Q: 3 clusters Score -163692.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -163711.578125 Penalty: 3633.600586
	Iteration 53Q: 3 clusters Score -163711.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -163759.453125 Penalty: 3633.600586
	Iteration 54Q: 3 clusters Score -163759.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -163841.484375 Penalty: 3633.600586
	Iteration 55Q: 3 clusters Score -163841.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -163923.531250 Penalty: 3633.600586
	Iteration 56Q: 3 clusters Score -163923.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -163967.515625 Penalty: 3633.600586
	Iteration 57Q: 3 clusters Score -163967.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -163985.687500 Penalty: 3633.600586
	Iteration 58Q: 3 clusters Score -163985.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -163990.000000 Penalty: 3633.600586
	Iteration 59Q: 3 clusters Score -163990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -163990.000000 Penalty: 3633.600586
	Iteration 60F: 3 clusters Score -163990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 178953 members 
Mstep: Class 3 contains 16022 members 
Mstep: Class 4 contains 9521 members 
Mstep: Class 5 contains 41302 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4299 members 
Mstep: Class 8 contains 25596 members 
Mstep: Class 9 contains 893 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 12 contains 626 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 67885 members 
Mstep: Class 17 contains 222691 members 
Mstep: Class 19 contains 55595 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6223 members 
Mstep: Class 22 contains 6380 members 
Entering Unmasked Estep 
Score: -80024896.000000 Penalty: 69967.726562
Splitting cluster 9 changes total score from -80026208.000000 to -80024896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -89933.195312 Penalty: 1669.883667
	Iteration 0F: 2 clusters Score -89933.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -88131.859375 Penalty: 3339.767334
	Iteration 0F: 3 clusters Score -88131.86 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -88400.132812 Penalty: 3339.767334
	Iteration 1F: 3 clusters Score -88400.13 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -88473.351562 Penalty: 3339.767334
	Iteration 2F: 3 clusters Score -88473.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -88504.382812 Penalty: 3339.767334
	Iteration 3Q: 3 clusters Score -88504.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -88517.929688 Penalty: 3339.767334
	Iteration 4Q: 3 clusters Score -88517.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -88536.203125 Penalty: 3339.767334
	Iteration 5Q: 3 clusters Score -88536.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -88548.593750 Penalty: 3339.767334
	Iteration 6Q: 3 clusters Score -88548.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -88556.898438 Penalty: 3339.767334
	Iteration 7Q: 3 clusters Score -88556.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -88563.929688 Penalty: 3339.767334
	Iteration 8Q: 3 clusters Score -88563.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -88569.906250 Penalty: 3339.767334
	Iteration 9Q: 3 clusters Score -88569.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -88577.226562 Penalty: 3339.767334
	Iteration 10Q: 3 clusters Score -88577.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -88578.328125 Penalty: 3339.767334
	Iteration 11Q: 3 clusters Score -88578.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88580.179688 Penalty: 3339.767334
	Iteration 12Q: 3 clusters Score -88580.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -88584.515625 Penalty: 3339.767334
	Iteration 13Q: 3 clusters Score -88584.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -88585.539062 Penalty: 3339.767334
	Iteration 14Q: 3 clusters Score -88585.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -88585.539062 Penalty: 3339.767334
	Iteration 15F: 3 clusters Score -88585.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Entering Unmasked Estep 
Score: -422091.437500 Penalty: 2025.080566
	Iteration 0F: 2 clusters Score -422091.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -418486.593750 Penalty: 4050.161133
	Iteration 0F: 3 clusters Score -418486.6 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -419213.281250 Penalty: 4050.161133
	Iteration 1F: 3 clusters Score -419213.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -419378.218750 Penalty: 4050.161133
	Iteration 2F: 3 clusters Score -419378.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -419472.968750 Penalty: 4050.161133
	Iteration 3Q: 3 clusters Score -419473 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -419532.812500 Penalty: 4050.161133
	Iteration 4Q: 3 clusters Score -419532.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -419583.406250 Penalty: 4050.161133
	Iteration 5Q: 3 clusters Score -419583.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -419623.031250 Penalty: 4050.161133
	Iteration 6Q: 3 clusters Score -419623 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -419653.656250 Penalty: 4050.161133
	Iteration 7Q: 3 clusters Score -419653.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -419681.500000 Penalty: 4050.161133
	Iteration 8Q: 3 clusters Score -419681.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -419700.281250 Penalty: 4050.161133
	Iteration 9Q: 3 clusters Score -419700.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -419710.656250 Penalty: 4050.161133
	Iteration 10Q: 3 clusters Score -419710.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -419719.343750 Penalty: 4050.161133
	Iteration 11Q: 3 clusters Score -419719.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -419723.343750 Penalty: 4050.161133
	Iteration 12Q: 3 clusters Score -419723.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -419728.312500 Penalty: 4050.161133
	Iteration 13Q: 3 clusters Score -419728.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -419732.656250 Penalty: 4050.161133
	Iteration 14Q: 3 clusters Score -419732.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -419739.437500 Penalty: 4050.161133
	Iteration 15Q: 3 clusters Score -419739.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -419746.781250 Penalty: 4050.161133
	Iteration 16Q: 3 clusters Score -419746.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -419750.125000 Penalty: 4050.161133
	Iteration 17Q: 3 clusters Score -419750.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -419753.562500 Penalty: 4050.161133
	Iteration 18Q: 3 clusters Score -419753.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -419754.062500 Penalty: 4050.161133
	Iteration 19Q: 3 clusters Score -419754.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -419753.875000 Penalty: 4050.161133
	Iteration 20F: 3 clusters Score -419753.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -419754.562500 Penalty: 4050.161133
	Iteration 21Q: 3 clusters Score -419754.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -419754.406250 Penalty: 4050.161133
	Iteration 22Q: 3 clusters Score -419754.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -419754.718750 Penalty: 4050.161133
	Iteration 23Q: 3 clusters Score -419754.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -419756.250000 Penalty: 4050.161133
	Iteration 24Q: 3 clusters Score -419756.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -419756.781250 Penalty: 4050.161133
	Iteration 25Q: 3 clusters Score -419756.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -419757.312500 Penalty: 4050.161133
	Iteration 26Q: 3 clusters Score -419757.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -419759.343750 Penalty: 4050.161133
	Iteration 27Q: 3 clusters Score -419759.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -419761.437500 Penalty: 4050.161133
	Iteration 28Q: 3 clusters Score -419761.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -419761.437500 Penalty: 4050.161133
	Iteration 29F: 3 clusters Score -419761.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Entering Unmasked Estep 
Score: -2160228.250000 Penalty: 2428.068604
	Iteration 0F: 2 clusters Score -2160228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2147592.750000 Penalty: 4856.137207
	Iteration 0F: 3 clusters Score -2147593 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2151687.500000 Penalty: 4856.137207
	Iteration 1F: 3 clusters Score -2151688 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2152104.000000 Penalty: 4856.137207
	Iteration 2F: 3 clusters Score -2152104 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2152424.500000 Penalty: 4856.137207
	Iteration 3Q: 3 clusters Score -2152424 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2152694.500000 Penalty: 4856.137207
	Iteration 4Q: 3 clusters Score -2152694 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2152947.000000 Penalty: 4856.137207
	Iteration 5Q: 3 clusters Score -2152947 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2153185.500000 Penalty: 4856.137207
	Iteration 6Q: 3 clusters Score -2153186 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2153429.250000 Penalty: 4856.137207
	Iteration 7Q: 3 clusters Score -2153429 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2153697.250000 Penalty: 4856.137207
	Iteration 8Q: 3 clusters Score -2153697 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2154025.750000 Penalty: 4856.137207
	Iteration 9Q: 3 clusters Score -2154026 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2154492.500000 Penalty: 4856.137207
	Iteration 10Q: 3 clusters Score -2154492 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2155105.750000 Penalty: 4856.137207
	Iteration 11Q: 3 clusters Score -2155106 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2155860.250000 Penalty: 4856.137207
	Iteration 12F: 3 clusters Score -2155860 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2156630.500000 Penalty: 4856.137207
	Iteration 13Q: 3 clusters Score -2156630 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2157315.750000 Penalty: 4856.137207
	Iteration 14Q: 3 clusters Score -2157316 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2157784.000000 Penalty: 4856.137207
	Iteration 15Q: 3 clusters Score -2157784 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2158062.000000 Penalty: 4856.137207
	Iteration 16Q: 3 clusters Score -2158062 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2158207.000000 Penalty: 4856.137207
	Iteration 17Q: 3 clusters Score -2158207 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2158312.250000 Penalty: 4856.137207
	Iteration 18Q: 3 clusters Score -2158312 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2158373.750000 Penalty: 4856.137207
	Iteration 19Q: 3 clusters Score -2158374 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2158404.000000 Penalty: 4856.137207
	Iteration 20F: 3 clusters Score -2158404 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2158428.000000 Penalty: 4856.137207
	Iteration 21Q: 3 clusters Score -2158428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2158438.250000 Penalty: 4856.137207
	Iteration 22Q: 3 clusters Score -2158438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2158453.500000 Penalty: 4856.137207
	Iteration 23Q: 3 clusters Score -2158454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2158465.500000 Penalty: 4856.137207
	Iteration 24Q: 3 clusters Score -2158466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2158475.250000 Penalty: 4856.137207
	Iteration 25Q: 3 clusters Score -2158475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2158489.750000 Penalty: 4856.137207
	Iteration 26Q: 3 clusters Score -2158490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2158495.750000 Penalty: 4856.137207
	Iteration 27Q: 3 clusters Score -2158496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2158498.500000 Penalty: 4856.137207
	Iteration 28Q: 3 clusters Score -2158498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2158501.000000 Penalty: 4856.137207
	Iteration 29Q: 3 clusters Score -2158501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2158503.250000 Penalty: 4856.137207
	Iteration 30Q: 3 clusters Score -2158503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2158503.000000 Penalty: 4856.137207
	Iteration 31Q: 3 clusters Score -2158503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2158504.000000 Penalty: 4856.137207
	Iteration 32Q: 3 clusters Score -2158504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2158504.000000 Penalty: 4856.137207
	Iteration 33F: 3 clusters Score -2158504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -31449.992188 Penalty: 1433.624390
	Iteration 0F: 2 clusters Score -31449.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30152.324219 Penalty: 2867.248779
	Iteration 0F: 3 clusters Score -30152.32 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30373.171875 Penalty: 2867.248779
	Iteration 1F: 3 clusters Score -30373.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30483.539062 Penalty: 2867.248779
	Iteration 2F: 3 clusters Score -30483.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30558.185547 Penalty: 2867.248779
	Iteration 3Q: 3 clusters Score -30558.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30641.232422 Penalty: 2867.248779
	Iteration 4Q: 3 clusters Score -30641.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30684.275391 Penalty: 2867.248779
	Iteration 5Q: 3 clusters Score -30684.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30702.740234 Penalty: 2867.248779
	Iteration 6Q: 3 clusters Score -30702.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -30711.529297 Penalty: 2867.248779
	Iteration 7Q: 3 clusters Score -30711.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30743.996094 Penalty: 2867.248779
	Iteration 8Q: 3 clusters Score -30744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -30822.386719 Penalty: 2867.248779
	Iteration 9Q: 3 clusters Score -30822.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30917.054688 Penalty: 2867.248779
	Iteration 10Q: 3 clusters Score -30917.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30983.449219 Penalty: 2867.248779
	Iteration 11Q: 3 clusters Score -30983.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -31036.414062 Penalty: 2867.248779
	Iteration 12Q: 3 clusters Score -31036.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -31076.046875 Penalty: 2867.248779
	Iteration 13Q: 3 clusters Score -31076.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -31079.429688 Penalty: 2867.248779
	Iteration 14Q: 3 clusters Score -31079.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -31079.429688 Penalty: 2867.248779
	Iteration 15F: 3 clusters Score -31079.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Entering Unmasked Estep 
Score: -263208.250000 Penalty: 1921.618042
	Iteration 0F: 2 clusters Score -263208.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -260377.234375 Penalty: 3843.236084
	Iteration 0F: 3 clusters Score -260377.2 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -260935.281250 Penalty: 3843.236084
	Iteration 1F: 3 clusters Score -260935.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -261139.484375 Penalty: 3843.236084
	Iteration 2F: 3 clusters Score -261139.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -261295.609375 Penalty: 3843.236084
	Iteration 3F: 3 clusters Score -261295.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -261401.265625 Penalty: 3843.236084
	Iteration 4Q: 3 clusters Score -261401.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -261520.218750 Penalty: 3843.236084
	Iteration 5Q: 3 clusters Score -261520.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -261649.562500 Penalty: 3843.236084
	Iteration 6Q: 3 clusters Score -261649.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -261785.703125 Penalty: 3843.236084
	Iteration 7Q: 3 clusters Score -261785.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -261893.578125 Penalty: 3843.236084
	Iteration 8Q: 3 clusters Score -261893.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -262034.203125 Penalty: 3843.236084
	Iteration 9Q: 3 clusters Score -262034.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -262136.765625 Penalty: 3843.236084
	Iteration 10Q: 3 clusters Score -262136.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -262204.531250 Penalty: 3843.236084
	Iteration 11Q: 3 clusters Score -262204.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -262276.062500 Penalty: 3843.236084
	Iteration 12Q: 3 clusters Score -262276.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -262335.500000 Penalty: 3843.236084
	Iteration 13Q: 3 clusters Score -262335.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -262382.125000 Penalty: 3843.236084
	Iteration 14Q: 3 clusters Score -262382.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -262412.687500 Penalty: 3843.236084
	Iteration 15Q: 3 clusters Score -262412.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -262438.718750 Penalty: 3843.236084
	Iteration 16Q: 3 clusters Score -262438.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -262459.625000 Penalty: 3843.236084
	Iteration 17Q: 3 clusters Score -262459.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -262475.375000 Penalty: 3843.236084
	Iteration 18Q: 3 clusters Score -262475.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -262488.687500 Penalty: 3843.236084
	Iteration 19Q: 3 clusters Score -262488.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -262510.656250 Penalty: 3843.236084
	Iteration 20F: 3 clusters Score -262510.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -262534.031250 Penalty: 3843.236084
	Iteration 21Q: 3 clusters Score -262534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -262549.468750 Penalty: 3843.236084
	Iteration 22Q: 3 clusters Score -262549.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -262557.375000 Penalty: 3843.236084
	Iteration 23Q: 3 clusters Score -262557.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -262561.531250 Penalty: 3843.236084
	Iteration 24Q: 3 clusters Score -262561.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -262562.906250 Penalty: 3843.236084
	Iteration 25Q: 3 clusters Score -262562.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -262562.906250 Penalty: 3843.236084
	Iteration 26F: 3 clusters Score -262562.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67885 members 
Entering Unmasked Estep 
Score: -8160159.000000 Penalty: 2759.141357
	Iteration 0F: 2 clusters Score -8160159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -8114780.500000 Penalty: 5518.282715
	Iteration 0F: 3 clusters Score -8114780 nChanged 31602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -8132795.500000 Penalty: 5518.282715
	Iteration 1F: 3 clusters Score -8132796 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -8133780.500000 Penalty: 5518.282715
	Iteration 2Q: 3 clusters Score -8133780 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -8135087.000000 Penalty: 5518.282715
	Iteration 3Q: 3 clusters Score -8135087 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -8136871.500000 Penalty: 5518.282715
	Iteration 4F: 3 clusters Score -8136872 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -8139374.500000 Penalty: 5518.282715
	Iteration 5F: 3 clusters Score -8139374 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -8143011.000000 Penalty: 5518.282715
	Iteration 6F: 3 clusters Score -8143011 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 50811 members 
Entering Unmasked Estep 
Score: -8147698.000000 Penalty: 5518.282715
	Iteration 7F: 3 clusters Score -8147698 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 54626 members 
Entering Unmasked Estep 
Score: -8152525.500000 Penalty: 5518.282715
	Iteration 8F: 3 clusters Score -8152526 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -8155869.000000 Penalty: 5518.282715
	Iteration 9Q: 3 clusters Score -8155869 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 58435 members 
Entering Unmasked Estep 
Score: -8157401.000000 Penalty: 5518.282715
	Iteration 10Q: 3 clusters Score -8157401 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 59311 members 
Entering Unmasked Estep 
Score: -8158127.500000 Penalty: 5518.282715
	Iteration 11Q: 3 clusters Score -8158128 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 59996 members 
Entering Unmasked Estep 
Score: -8158623.500000 Penalty: 5518.282715
	Iteration 12Q: 3 clusters Score -8158624 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 60554 members 
Entering Unmasked Estep 
Score: -8158951.000000 Penalty: 5518.282715
	Iteration 13Q: 3 clusters Score -8158951 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 60971 members 
Entering Unmasked Estep 
Score: -8159114.000000 Penalty: 5518.282715
	Iteration 14Q: 3 clusters Score -8159114 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 61306 members 
Entering Unmasked Estep 
Score: -8159232.000000 Penalty: 5518.282715
	Iteration 15Q: 3 clusters Score -8159232 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 61581 members 
Entering Unmasked Estep 
Score: -8159287.000000 Penalty: 5518.282715
	Iteration 16Q: 3 clusters Score -8159287 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 61799 members 
Entering Unmasked Estep 
Score: -8159344.000000 Penalty: 5518.282715
	Iteration 17Q: 3 clusters Score -8159344 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 61996 members 
Entering Unmasked Estep 
Score: -8159396.500000 Penalty: 5518.282715
	Iteration 18Q: 3 clusters Score -8159396 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 62150 members 
Entering Unmasked Estep 
Score: -8159430.000000 Penalty: 5518.282715
	Iteration 19Q: 3 clusters Score -8159430 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 62280 members 
Entering Unmasked Estep 
Score: -8159447.000000 Penalty: 5518.282715
	Iteration 20F: 3 clusters Score -8159447 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -8159451.000000 Penalty: 5518.282715
	Iteration 21Q: 3 clusters Score -8159451 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 62473 members 
Entering Unmasked Estep 
Score: -8159472.500000 Penalty: 5518.282715
	Iteration 22Q: 3 clusters Score -8159472 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 62562 members 
Entering Unmasked Estep 
Score: -8159482.000000 Penalty: 5518.282715
	Iteration 23Q: 3 clusters Score -8159482 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 62627 members 
Entering Unmasked Estep 
Score: -8159493.500000 Penalty: 5518.282715
	Iteration 24Q: 3 clusters Score -8159494 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 62689 members 
Entering Unmasked Estep 
Score: -8159495.000000 Penalty: 5518.282715
	Iteration 25Q: 3 clusters Score -8159495 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 62736 members 
Entering Unmasked Estep 
Score: -8159498.000000 Penalty: 5518.282715
	Iteration 26Q: 3 clusters Score -8159498 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 62774 members 
Entering Unmasked Estep 
Score: -8159508.000000 Penalty: 5518.282715
	Iteration 27Q: 3 clusters Score -8159508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 62806 members 
Entering Unmasked Estep 
Score: -8159509.500000 Penalty: 5518.282715
	Iteration 28Q: 3 clusters Score -8159510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 62830 members 
Entering Unmasked Estep 
Score: -8159496.500000 Penalty: 5518.282715
	Iteration 29Q: 3 clusters Score -8159496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 62842 members 
Entering Unmasked Estep 
Score: -8159499.000000 Penalty: 5518.282715
	Iteration 30Q: 3 clusters Score -8159499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 62854 members 
Entering Unmasked Estep 
Score: -8159512.500000 Penalty: 5518.282715
	Iteration 31Q: 3 clusters Score -8159512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -8159513.000000 Penalty: 5518.282715
	Iteration 32Q: 3 clusters Score -8159513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 62879 members 
Entering Unmasked Estep 
Score: -8159509.000000 Penalty: 5518.282715
	Iteration 33Q: 3 clusters Score -8159509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 62889 members 
Entering Unmasked Estep 
Score: -8159507.500000 Penalty: 5518.282715
	Iteration 34Q: 3 clusters Score -8159508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 62892 members 
Entering Unmasked Estep 
Score: -8159513.000000 Penalty: 5518.282715
	Iteration 35Q: 3 clusters Score -8159513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -8159507.500000 Penalty: 5518.282715
	Iteration 36Q: 3 clusters Score -8159508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 62895 members 
Entering Unmasked Estep 
Score: -8159511.500000 Penalty: 5518.282715
	Iteration 37Q: 3 clusters Score -8159512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 62897 members 
Entering Unmasked Estep 
Score: -8159515.500000 Penalty: 5518.282715
	Iteration 38Q: 3 clusters Score -8159516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 62898 members 
Entering Unmasked Estep 
Score: -8159516.500000 Penalty: 5518.282715
	Iteration 39Q: 3 clusters Score -8159516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 62902 members 
Entering Unmasked Estep 
Score: -8159511.000000 Penalty: 5518.282715
	Iteration 40F: 3 clusters Score -8159511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 62903 members 
Entering Unmasked Estep 
Score: -8159518.000000 Penalty: 5518.282715
	Iteration 41Q: 3 clusters Score -8159518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 62905 members 
Entering Unmasked Estep 
Score: -8159519.000000 Penalty: 5518.282715
	Iteration 42Q: 3 clusters Score -8159519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 62906 members 
Entering Unmasked Estep 
Score: -8159513.500000 Penalty: 5518.282715
	Iteration 43Q: 3 clusters Score -8159514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 62908 members 
Entering Unmasked Estep 
Score: -8159516.500000 Penalty: 5518.282715
	Iteration 44Q: 3 clusters Score -8159516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -8159510.000000 Penalty: 5518.282715
	Iteration 45Q: 3 clusters Score -8159510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -8159510.000000 Penalty: 5518.282715
	Iteration 46F: 3 clusters Score -8159510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (222691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222691 members 
Entering Unmasked Estep 
Score: -26498032.000000 Penalty: 3053.758057
	Iteration 0F: 2 clusters Score -2.649803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111234 members 
Mstep: Class 2 contains 111457 members 
Entering Unmasked Estep 
Score: -26362000.000000 Penalty: 6107.516113
	Iteration 0F: 3 clusters Score -2.6362e+07 nChanged 107228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110174 members 
Mstep: Class 2 contains 112517 members 
Entering Unmasked Estep 
Score: -26424532.000000 Penalty: 6107.516113
	Iteration 1F: 3 clusters Score -2.642453e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109944 members 
Mstep: Class 2 contains 112747 members 
Entering Unmasked Estep 
Score: -26425404.000000 Penalty: 6107.516113
	Iteration 2Q: 3 clusters Score -2.64254e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109639 members 
Mstep: Class 2 contains 113052 members 
Entering Unmasked Estep 
Score: -26426714.000000 Penalty: 6107.516113
	Iteration 3Q: 3 clusters Score -2.642671e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109446 members 
Mstep: Class 2 contains 113245 members 
Entering Unmasked Estep 
Score: -26428194.000000 Penalty: 6107.516113
	Iteration 4Q: 3 clusters Score -2.642819e+07 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109327 members 
Mstep: Class 2 contains 113364 members 
Entering Unmasked Estep 
Score: -26430736.000000 Penalty: 6107.516113
	Iteration 5Q: 3 clusters Score -2.643074e+07 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109561 members 
Mstep: Class 2 contains 113130 members 
Entering Unmasked Estep 
Score: -26434804.000000 Penalty: 6107.516113
	Iteration 6Q: 3 clusters Score -2.64348e+07 nChanged 11602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110301 members 
Mstep: Class 2 contains 112390 members 
Entering Unmasked Estep 
Score: -26441832.000000 Penalty: 6107.516113
	Iteration 7F: 3 clusters Score -2.644183e+07 nChanged 14187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111684 members 
Mstep: Class 2 contains 111007 members 
Entering Unmasked Estep 
Score: -26452104.000000 Penalty: 6107.516113
	Iteration 8F: 3 clusters Score -2.64521e+07 nChanged 16042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114068 members 
Mstep: Class 2 contains 108623 members 
Entering Unmasked Estep 
Score: -26464452.000000 Penalty: 6107.516113
	Iteration 9F: 3 clusters Score -2.646445e+07 nChanged 15116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117494 members 
Mstep: Class 2 contains 105197 members 
Entering Unmasked Estep 
Score: -26473806.000000 Penalty: 6107.516113
	Iteration 10F: 3 clusters Score -2.647381e+07 nChanged 11135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121883 members 
Mstep: Class 2 contains 100808 members 
Entering Unmasked Estep 
Score: -26477892.000000 Penalty: 6107.516113
	Iteration 11F: 3 clusters Score -2.647789e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126891 members 
Mstep: Class 2 contains 95800 members 
Entering Unmasked Estep 
Score: -26479444.000000 Penalty: 6107.516113
	Iteration 12Q: 3 clusters Score -2.647944e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132107 members 
Mstep: Class 2 contains 90584 members 
Entering Unmasked Estep 
Score: -26480122.000000 Penalty: 6107.516113
	Iteration 13Q: 3 clusters Score -2.648012e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137626 members 
Mstep: Class 2 contains 85065 members 
Entering Unmasked Estep 
Score: -26480520.000000 Penalty: 6107.516113
	Iteration 14Q: 3 clusters Score -2.648052e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143374 members 
Mstep: Class 2 contains 79317 members 
Entering Unmasked Estep 
Score: -26480758.000000 Penalty: 6107.516113
	Iteration 15Q: 3 clusters Score -2.648076e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149509 members 
Mstep: Class 2 contains 73182 members 
Entering Unmasked Estep 
Score: -26481394.000000 Penalty: 6107.516113
	Iteration 16Q: 3 clusters Score -2.648139e+07 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155837 members 
Mstep: Class 2 contains 66854 members 
Entering Unmasked Estep 
Score: -26481958.000000 Penalty: 6107.516113
	Iteration 17Q: 3 clusters Score -2.648196e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162125 members 
Mstep: Class 2 contains 60566 members 
Entering Unmasked Estep 
Score: -26482790.000000 Penalty: 6107.516113
	Iteration 18Q: 3 clusters Score -2.648279e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168207 members 
Mstep: Class 2 contains 54484 members 
Entering Unmasked Estep 
Score: -26483950.000000 Penalty: 6107.516113
	Iteration 19Q: 3 clusters Score -2.648395e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174157 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -26484644.000000 Penalty: 6107.516113
	Iteration 20F: 3 clusters Score -2.648464e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179931 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -26485464.000000 Penalty: 6107.516113
	Iteration 21Q: 3 clusters Score -2.648546e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185641 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -26486794.000000 Penalty: 6107.516113
	Iteration 22Q: 3 clusters Score -2.648679e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190996 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -26489882.000000 Penalty: 6107.516113
	Iteration 23Q: 3 clusters Score -2.648988e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195591 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -26493592.000000 Penalty: 6107.516113
	Iteration 24Q: 3 clusters Score -2.649359e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199537 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -26496154.000000 Penalty: 6107.516113
	Iteration 25Q: 3 clusters Score -2.649615e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202895 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -26497994.000000 Penalty: 6107.516113
	Iteration 26Q: 3 clusters Score -2.649799e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205764 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -26499384.000000 Penalty: 6107.516113
	Iteration 27Q: 3 clusters Score -2.649938e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208218 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -26500262.000000 Penalty: 6107.516113
	Iteration 28Q: 3 clusters Score -2.650026e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210283 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -26501038.000000 Penalty: 6107.516113
	Iteration 29Q: 3 clusters Score -2.650104e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211943 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -26501424.000000 Penalty: 6107.516113
	Iteration 30Q: 3 clusters Score -2.650142e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213235 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -26501784.000000 Penalty: 6107.516113
	Iteration 31Q: 3 clusters Score -2.650178e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214269 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -26501910.000000 Penalty: 6107.516113
	Iteration 32Q: 3 clusters Score -2.650191e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215076 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -26502002.000000 Penalty: 6107.516113
	Iteration 33Q: 3 clusters Score -2.6502e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215659 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -26501974.000000 Penalty: 6107.516113
	Iteration 34Q: 3 clusters Score -2.650197e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216072 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -26502054.000000 Penalty: 6107.516113
	Iteration 35Q: 3 clusters Score -2.650205e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216404 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -26502016.000000 Penalty: 6107.516113
	Iteration 36Q: 3 clusters Score -2.650202e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216661 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -26502042.000000 Penalty: 6107.516113
	Iteration 37Q: 3 clusters Score -2.650204e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216858 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -26502154.000000 Penalty: 6107.516113
	Iteration 38Q: 3 clusters Score -2.650215e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216986 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -26502348.000000 Penalty: 6107.516113
	Iteration 39Q: 3 clusters Score -2.650235e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217028 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -26502518.000000 Penalty: 6107.516113
	Iteration 40F: 3 clusters Score -2.650252e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216987 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -26502720.000000 Penalty: 6107.516113
	Iteration 41Q: 3 clusters Score -2.650272e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216907 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -26502956.000000 Penalty: 6107.516113
	Iteration 42Q: 3 clusters Score -2.650296e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216782 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -26503234.000000 Penalty: 6107.516113
	Iteration 43Q: 3 clusters Score -2.650323e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216630 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -26503514.000000 Penalty: 6107.516113
	Iteration 44Q: 3 clusters Score -2.650351e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216474 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -26503736.000000 Penalty: 6107.516113
	Iteration 45Q: 3 clusters Score -2.650374e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216306 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -26503918.000000 Penalty: 6107.516113
	Iteration 46Q: 3 clusters Score -2.650392e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216150 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -26504106.000000 Penalty: 6107.516113
	Iteration 47Q: 3 clusters Score -2.650411e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216003 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -26504312.000000 Penalty: 6107.516113
	Iteration 48Q: 3 clusters Score -2.650431e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215882 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -26504356.000000 Penalty: 6107.516113
	Iteration 49Q: 3 clusters Score -2.650436e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215773 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -26504528.000000 Penalty: 6107.516113
	Iteration 50Q: 3 clusters Score -2.650453e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215670 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -26504600.000000 Penalty: 6107.516113
	Iteration 51Q: 3 clusters Score -2.65046e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215584 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -26504694.000000 Penalty: 6107.516113
	Iteration 52Q: 3 clusters Score -2.650469e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215499 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -26504734.000000 Penalty: 6107.516113
	Iteration 53Q: 3 clusters Score -2.650473e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215434 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -26504780.000000 Penalty: 6107.516113
	Iteration 54Q: 3 clusters Score -2.650478e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215411 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -26504792.000000 Penalty: 6107.516113
	Iteration 55Q: 3 clusters Score -2.650479e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215393 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -26504788.000000 Penalty: 6107.516113
	Iteration 56Q: 3 clusters Score -2.650479e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215376 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -26504788.000000 Penalty: 6107.516113
	Iteration 57Q: 3 clusters Score -2.650479e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215351 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -26504832.000000 Penalty: 6107.516113
	Iteration 58Q: 3 clusters Score -2.650483e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215331 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -26504854.000000 Penalty: 6107.516113
	Iteration 59Q: 3 clusters Score -2.650485e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215315 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -26504944.000000 Penalty: 6107.516113
	Iteration 60F: 3 clusters Score -2.650494e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215145 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -26505118.000000 Penalty: 6107.516113
	Iteration 61Q: 3 clusters Score -2.650512e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214990 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -26505334.000000 Penalty: 6107.516113
	Iteration 62Q: 3 clusters Score -2.650533e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214834 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -26505488.000000 Penalty: 6107.516113
	Iteration 63Q: 3 clusters Score -2.650549e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214687 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -26505736.000000 Penalty: 6107.516113
	Iteration 64Q: 3 clusters Score -2.650574e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214544 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -26505798.000000 Penalty: 6107.516113
	Iteration 65Q: 3 clusters Score -2.65058e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214377 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -26505888.000000 Penalty: 6107.516113
	Iteration 66Q: 3 clusters Score -2.650589e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214212 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -26506070.000000 Penalty: 6107.516113
	Iteration 67Q: 3 clusters Score -2.650607e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214010 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -26506220.000000 Penalty: 6107.516113
	Iteration 68Q: 3 clusters Score -2.650622e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213834 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -26506390.000000 Penalty: 6107.516113
	Iteration 69Q: 3 clusters Score -2.650639e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213696 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -26506514.000000 Penalty: 6107.516113
	Iteration 70Q: 3 clusters Score -2.650651e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213581 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -26506568.000000 Penalty: 6107.516113
	Iteration 71Q: 3 clusters Score -2.650657e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213485 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -26506654.000000 Penalty: 6107.516113
	Iteration 72Q: 3 clusters Score -2.650665e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213408 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -26506728.000000 Penalty: 6107.516113
	Iteration 73Q: 3 clusters Score -2.650673e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213351 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -26506726.000000 Penalty: 6107.516113
	Iteration 74Q: 3 clusters Score -2.650673e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213308 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -26506786.000000 Penalty: 6107.516113
	Iteration 75Q: 3 clusters Score -2.650679e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213272 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -26506814.000000 Penalty: 6107.516113
	Iteration 76Q: 3 clusters Score -2.650681e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213237 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -26506856.000000 Penalty: 6107.516113
	Iteration 77Q: 3 clusters Score -2.650686e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213205 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -26506884.000000 Penalty: 6107.516113
	Iteration 78Q: 3 clusters Score -2.650688e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213173 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -26506884.000000 Penalty: 6107.516113
	Iteration 79Q: 3 clusters Score -2.650688e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213147 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -26506950.000000 Penalty: 6107.516113
	Iteration 80F: 3 clusters Score -2.650695e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213064 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -26507080.000000 Penalty: 6107.516113
	Iteration 81Q: 3 clusters Score -2.650708e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212965 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -26507190.000000 Penalty: 6107.516113
	Iteration 82Q: 3 clusters Score -2.650719e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212889 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -26507302.000000 Penalty: 6107.516113
	Iteration 83Q: 3 clusters Score -2.65073e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212820 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -26507258.000000 Penalty: 6107.516113
	Iteration 84Q: 3 clusters Score -2.650726e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212759 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -26507312.000000 Penalty: 6107.516113
	Iteration 85Q: 3 clusters Score -2.650731e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212713 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -26507312.000000 Penalty: 6107.516113
	Iteration 86Q: 3 clusters Score -2.650731e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212654 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -26507366.000000 Penalty: 6107.516113
	Iteration 87Q: 3 clusters Score -2.650737e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212585 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -26507426.000000 Penalty: 6107.516113
	Iteration 88Q: 3 clusters Score -2.650743e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212511 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -26507476.000000 Penalty: 6107.516113
	Iteration 89Q: 3 clusters Score -2.650748e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212467 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -26507476.000000 Penalty: 6107.516113
	Iteration 90Q: 3 clusters Score -2.650748e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212426 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -26507540.000000 Penalty: 6107.516113
	Iteration 91Q: 3 clusters Score -2.650754e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212392 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -26507568.000000 Penalty: 6107.516113
	Iteration 92Q: 3 clusters Score -2.650757e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212370 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -26507584.000000 Penalty: 6107.516113
	Iteration 93Q: 3 clusters Score -2.650758e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212351 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -26507628.000000 Penalty: 6107.516113
	Iteration 94Q: 3 clusters Score -2.650763e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212340 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -26507626.000000 Penalty: 6107.516113
	Iteration 95Q: 3 clusters Score -2.650763e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212326 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -26507650.000000 Penalty: 6107.516113
	Iteration 96Q: 3 clusters Score -2.650765e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212314 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -26507660.000000 Penalty: 6107.516113
	Iteration 97Q: 3 clusters Score -2.650766e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212298 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -26507644.000000 Penalty: 6107.516113
	Iteration 98Q: 3 clusters Score -2.650764e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212283 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -26507656.000000 Penalty: 6107.516113
	Iteration 99Q: 3 clusters Score -2.650766e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212268 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -26507620.000000 Penalty: 6107.516113
	Iteration 100F: 3 clusters Score -2.650762e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212255 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -26507646.000000 Penalty: 6107.516113
	Iteration 101Q: 3 clusters Score -2.650765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212245 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -26507620.000000 Penalty: 6107.516113
	Iteration 102Q: 3 clusters Score -2.650762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212241 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -26507636.000000 Penalty: 6107.516113
	Iteration 103Q: 3 clusters Score -2.650764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212234 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -26507618.000000 Penalty: 6107.516113
	Iteration 104Q: 3 clusters Score -2.650762e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212227 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -26507626.000000 Penalty: 6107.516113
	Iteration 105Q: 3 clusters Score -2.650763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212222 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -26507626.000000 Penalty: 6107.516113
	Iteration 106Q: 3 clusters Score -2.650763e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212212 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -26507646.000000 Penalty: 6107.516113
	Iteration 107Q: 3 clusters Score -2.650765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212208 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -26507644.000000 Penalty: 6107.516113
	Iteration 108Q: 3 clusters Score -2.650764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212206 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -26507634.000000 Penalty: 6107.516113
	Iteration 109Q: 3 clusters Score -2.650763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212207 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -26507644.000000 Penalty: 6107.516113
	Iteration 110Q: 3 clusters Score -2.650764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212207 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -26507656.000000 Penalty: 6107.516113
	Iteration 111Q: 3 clusters Score -2.650766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212206 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -26507664.000000 Penalty: 6107.516113
	Iteration 112Q: 3 clusters Score -2.650766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212206 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -26507664.000000 Penalty: 6107.516113
	Iteration 113F: 3 clusters Score -2.650766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 178953 members 
Mstep: Class 3 contains 16022 members 
Mstep: Class 4 contains 9521 members 
Mstep: Class 5 contains 41302 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4299 members 
Mstep: Class 8 contains 25596 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 12 contains 10485 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 67885 members 
Mstep: Class 17 contains 212206 members 
Mstep: Class 19 contains 55595 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6223 members 
Mstep: Class 22 contains 6380 members 
Entering Unmasked Estep 
Score: -80034840.000000 Penalty: 69967.726562
Splitting cluster 17 changes total score from -80026208.000000 to -80034840.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 19 (55595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Entering Unmasked Estep 
Score: -6521897.000000 Penalty: 2709.610596
	Iteration 0F: 2 clusters Score -6521897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -6484543.500000 Penalty: 5419.221191
	Iteration 0F: 3 clusters Score -6484544 nChanged 25589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -6499201.500000 Penalty: 5419.221191
	Iteration 1F: 3 clusters Score -6499202 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -6499949.000000 Penalty: 5419.221191
	Iteration 2Q: 3 clusters Score -6499949 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -6500763.500000 Penalty: 5419.221191
	Iteration 3Q: 3 clusters Score -6500764 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -6501933.000000 Penalty: 5419.221191
	Iteration 4Q: 3 clusters Score -6501933 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -6503628.000000 Penalty: 5419.221191
	Iteration 5F: 3 clusters Score -6503628 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -6506126.500000 Penalty: 5419.221191
	Iteration 6F: 3 clusters Score -6506126 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -6509661.500000 Penalty: 5419.221191
	Iteration 7F: 3 clusters Score -6509662 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49315 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -6513531.500000 Penalty: 5419.221191
	Iteration 8F: 3 clusters Score -6513532 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52538 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -6516714.000000 Penalty: 5419.221191
	Iteration 9F: 3 clusters Score -6516714 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54295 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -6518429.500000 Penalty: 5419.221191
	Iteration 10Q: 3 clusters Score -6518430 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6519068.000000 Penalty: 5419.221191
	Iteration 11Q: 3 clusters Score -6519068 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55204 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6519321.500000 Penalty: 5419.221191
	Iteration 12Q: 3 clusters Score -6519322 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6519416.500000 Penalty: 5419.221191
	Iteration 13Q: 3 clusters Score -6519416 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55312 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6519482.500000 Penalty: 5419.221191
	Iteration 14Q: 3 clusters Score -6519482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -6519518.000000 Penalty: 5419.221191
	Iteration 15Q: 3 clusters Score -6519518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6519541.500000 Penalty: 5419.221191
	Iteration 16Q: 3 clusters Score -6519542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6519541.500000 Penalty: 5419.221191
	Iteration 17Q: 3 clusters Score -6519542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55359 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6519549.000000 Penalty: 5419.221191
	Iteration 18Q: 3 clusters Score -6519549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6519553.500000 Penalty: 5419.221191
	Iteration 19Q: 3 clusters Score -6519554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6519563.000000 Penalty: 5419.221191
	Iteration 20F: 3 clusters Score -6519563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55362 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6519572.000000 Penalty: 5419.221191
	Iteration 21Q: 3 clusters Score -6519572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6519584.000000 Penalty: 5419.221191
	Iteration 22Q: 3 clusters Score -6519584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6519590.500000 Penalty: 5419.221191
	Iteration 23Q: 3 clusters Score -6519590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6519594.500000 Penalty: 5419.221191
	Iteration 24Q: 3 clusters Score -6519594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6519599.500000 Penalty: 5419.221191
	Iteration 25Q: 3 clusters Score -6519600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55374 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6519606.000000 Penalty: 5419.221191
	Iteration 26Q: 3 clusters Score -6519606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55374 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6519606.000000 Penalty: 5419.221191
	Iteration 27F: 3 clusters Score -6519606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Entering Unmasked Estep 
Score: -532439.187500 Penalty: 2082.246338
	Iteration 0F: 2 clusters Score -532439.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -528293.687500 Penalty: 4164.492676
	Iteration 0F: 3 clusters Score -528293.7 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -529301.187500 Penalty: 4164.492676
	Iteration 1F: 3 clusters Score -529301.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -529622.562500 Penalty: 4164.492676
	Iteration 2F: 3 clusters Score -529622.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -529847.750000 Penalty: 4164.492676
	Iteration 3F: 3 clusters Score -529847.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -529996.125000 Penalty: 4164.492676
	Iteration 4Q: 3 clusters Score -529996.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -530129.062500 Penalty: 4164.492676
	Iteration 5Q: 3 clusters Score -530129.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -530251.375000 Penalty: 4164.492676
	Iteration 6Q: 3 clusters Score -530251.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -530347.500000 Penalty: 4164.492676
	Iteration 7Q: 3 clusters Score -530347.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -530417.687500 Penalty: 4164.492676
	Iteration 8Q: 3 clusters Score -530417.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -530485.625000 Penalty: 4164.492676
	Iteration 9Q: 3 clusters Score -530485.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -530533.500000 Penalty: 4164.492676
	Iteration 10Q: 3 clusters Score -530533.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -530572.562500 Penalty: 4164.492676
	Iteration 11Q: 3 clusters Score -530572.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -530598.812500 Penalty: 4164.492676
	Iteration 12Q: 3 clusters Score -530598.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -530624.875000 Penalty: 4164.492676
	Iteration 13Q: 3 clusters Score -530624.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -530650.125000 Penalty: 4164.492676
	Iteration 14Q: 3 clusters Score -530650.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -530665.125000 Penalty: 4164.492676
	Iteration 15Q: 3 clusters Score -530665.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -530674.562500 Penalty: 4164.492676
	Iteration 16Q: 3 clusters Score -530674.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -530687.875000 Penalty: 4164.492676
	Iteration 17Q: 3 clusters Score -530687.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -530700.500000 Penalty: 4164.492676
	Iteration 18Q: 3 clusters Score -530700.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -530714.687500 Penalty: 4164.492676
	Iteration 19Q: 3 clusters Score -530714.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -530722.812500 Penalty: 4164.492676
	Iteration 20F: 3 clusters Score -530722.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -530727.000000 Penalty: 4164.492676
	Iteration 21Q: 3 clusters Score -530727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -530728.562500 Penalty: 4164.492676
	Iteration 22Q: 3 clusters Score -530728.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -530729.312500 Penalty: 4164.492676
	Iteration 23Q: 3 clusters Score -530729.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -530732.125000 Penalty: 4164.492676
	Iteration 24Q: 3 clusters Score -530732.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -530735.312500 Penalty: 4164.492676
	Iteration 25Q: 3 clusters Score -530735.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -530736.250000 Penalty: 4164.492676
	Iteration 26Q: 3 clusters Score -530736.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -530737.562500 Penalty: 4164.492676
	Iteration 27Q: 3 clusters Score -530737.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -530738.875000 Penalty: 4164.492676
	Iteration 28Q: 3 clusters Score -530738.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -530739.250000 Penalty: 4164.492676
	Iteration 29Q: 3 clusters Score -530739.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -530739.250000 Penalty: 4164.492676
	Iteration 30F: 3 clusters Score -530739.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Entering Unmasked Estep 
Score: -714188.687500 Penalty: 2166.529785
	Iteration 0F: 2 clusters Score -714188.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -708947.312500 Penalty: 4333.059570
	Iteration 0F: 3 clusters Score -708947.3 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -710294.500000 Penalty: 4333.059570
	Iteration 1F: 3 clusters Score -710294.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -710558.437500 Penalty: 4333.059570
	Iteration 2F: 3 clusters Score -710558.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -710781.625000 Penalty: 4333.059570
	Iteration 3Q: 3 clusters Score -710781.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -711011.250000 Penalty: 4333.059570
	Iteration 4Q: 3 clusters Score -711011.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -711211.375000 Penalty: 4333.059570
	Iteration 5Q: 3 clusters Score -711211.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -711396.937500 Penalty: 4333.059570
	Iteration 6Q: 3 clusters Score -711396.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -711563.437500 Penalty: 4333.059570
	Iteration 7Q: 3 clusters Score -711563.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -711726.062500 Penalty: 4333.059570
	Iteration 8Q: 3 clusters Score -711726.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -711887.000000 Penalty: 4333.059570
	Iteration 9Q: 3 clusters Score -711887 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -712064.375000 Penalty: 4333.059570
	Iteration 10Q: 3 clusters Score -712064.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -712246.937500 Penalty: 4333.059570
	Iteration 11Q: 3 clusters Score -712246.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -712398.625000 Penalty: 4333.059570
	Iteration 12Q: 3 clusters Score -712398.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -712523.562500 Penalty: 4333.059570
	Iteration 13Q: 3 clusters Score -712523.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -712624.500000 Penalty: 4333.059570
	Iteration 14Q: 3 clusters Score -712624.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -712705.437500 Penalty: 4333.059570
	Iteration 15Q: 3 clusters Score -712705.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -712759.562500 Penalty: 4333.059570
	Iteration 16Q: 3 clusters Score -712759.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -712791.375000 Penalty: 4333.059570
	Iteration 17Q: 3 clusters Score -712791.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -712814.000000 Penalty: 4333.059570
	Iteration 18Q: 3 clusters Score -712814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -712834.500000 Penalty: 4333.059570
	Iteration 19Q: 3 clusters Score -712834.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -712852.625000 Penalty: 4333.059570
	Iteration 20F: 3 clusters Score -712852.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -712878.312500 Penalty: 4333.059570
	Iteration 21Q: 3 clusters Score -712878.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -712895.125000 Penalty: 4333.059570
	Iteration 22Q: 3 clusters Score -712895.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -712909.125000 Penalty: 4333.059570
	Iteration 23Q: 3 clusters Score -712909.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -712924.375000 Penalty: 4333.059570
	Iteration 24Q: 3 clusters Score -712924.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -712945.562500 Penalty: 4333.059570
	Iteration 25Q: 3 clusters Score -712945.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -712961.875000 Penalty: 4333.059570
	Iteration 26Q: 3 clusters Score -712961.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -712971.687500 Penalty: 4333.059570
	Iteration 27Q: 3 clusters Score -712971.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -712978.750000 Penalty: 4333.059570
	Iteration 28Q: 3 clusters Score -712978.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -712986.687500 Penalty: 4333.059570
	Iteration 29Q: 3 clusters Score -712986.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -712988.375000 Penalty: 4333.059570
	Iteration 30Q: 3 clusters Score -712988.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -712990.687500 Penalty: 4333.059570
	Iteration 31Q: 3 clusters Score -712990.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -712990.687500 Penalty: 4333.059570
	Iteration 32Q: 3 clusters Score -712990.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -712991.500000 Penalty: 4333.059570
	Iteration 33Q: 3 clusters Score -712991.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -712992.500000 Penalty: 4333.059570
	Iteration 34Q: 3 clusters Score -712992.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -712991.562500 Penalty: 4333.059570
	Iteration 35Q: 3 clusters Score -712991.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -712993.562500 Penalty: 4333.059570
	Iteration 36Q: 3 clusters Score -712993.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -712995.062500 Penalty: 4333.059570
	Iteration 37Q: 3 clusters Score -712995.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -712997.000000 Penalty: 4333.059570
	Iteration 38Q: 3 clusters Score -712997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -712997.000000 Penalty: 4333.059570
	Iteration 39Q: 3 clusters Score -712997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -712997.312500 Penalty: 4333.059570
	Iteration 40F: 3 clusters Score -712997.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -712997.250000 Penalty: 4333.059570
	Iteration 41Q: 3 clusters Score -712997.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -712997.250000 Penalty: 4333.059570
	Iteration 42F: 3 clusters Score -712997.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Entering Unmasked Estep 
Score: -714092.562500 Penalty: 2172.708984
	Iteration 0F: 2 clusters Score -714092.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -708781.875000 Penalty: 4345.417969
	Iteration 0F: 3 clusters Score -708781.9 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -710391.250000 Penalty: 4345.417969
	Iteration 1F: 3 clusters Score -710391.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -710845.125000 Penalty: 4345.417969
	Iteration 2F: 3 clusters Score -710845.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -711263.937500 Penalty: 4345.417969
	Iteration 3F: 3 clusters Score -711263.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -711680.250000 Penalty: 4345.417969
	Iteration 4F: 3 clusters Score -711680.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -712084.125000 Penalty: 4345.417969
	Iteration 5F: 3 clusters Score -712084.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -712464.937500 Penalty: 4345.417969
	Iteration 6F: 3 clusters Score -712464.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -712791.812500 Penalty: 4345.417969
	Iteration 7Q: 3 clusters Score -712791.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -713095.187500 Penalty: 4345.417969
	Iteration 8Q: 3 clusters Score -713095.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -713335.187500 Penalty: 4345.417969
	Iteration 9Q: 3 clusters Score -713335.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -713483.500000 Penalty: 4345.417969
	Iteration 10Q: 3 clusters Score -713483.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -713561.062500 Penalty: 4345.417969
	Iteration 11Q: 3 clusters Score -713561.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -713614.687500 Penalty: 4345.417969
	Iteration 12Q: 3 clusters Score -713614.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -713654.062500 Penalty: 4345.417969
	Iteration 13Q: 3 clusters Score -713654.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -713711.437500 Penalty: 4345.417969
	Iteration 14Q: 3 clusters Score -713711.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -713769.437500 Penalty: 4345.417969
	Iteration 15Q: 3 clusters Score -713769.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -713804.437500 Penalty: 4345.417969
	Iteration 16Q: 3 clusters Score -713804.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -713826.812500 Penalty: 4345.417969
	Iteration 17Q: 3 clusters Score -713826.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -713858.875000 Penalty: 4345.417969
	Iteration 18Q: 3 clusters Score -713858.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -713873.750000 Penalty: 4345.417969
	Iteration 19Q: 3 clusters Score -713873.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -713891.437500 Penalty: 4345.417969
	Iteration 20F: 3 clusters Score -713891.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -713912.625000 Penalty: 4345.417969
	Iteration 21Q: 3 clusters Score -713912.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -713929.000000 Penalty: 4345.417969
	Iteration 22Q: 3 clusters Score -713929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -713944.312500 Penalty: 4345.417969
	Iteration 23Q: 3 clusters Score -713944.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -713955.187500 Penalty: 4345.417969
	Iteration 24Q: 3 clusters Score -713955.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -713962.562500 Penalty: 4345.417969
	Iteration 25Q: 3 clusters Score -713962.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -713965.187500 Penalty: 4345.417969
	Iteration 26Q: 3 clusters Score -713965.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -713967.937500 Penalty: 4345.417969
	Iteration 27Q: 3 clusters Score -713967.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -713969.375000 Penalty: 4345.417969
	Iteration 28Q: 3 clusters Score -713969.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -713969.375000 Penalty: 4345.417969
	Iteration 29F: 3 clusters Score -713969.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 178953 members 
Mstep: Class 3 contains 16022 members 
Mstep: Class 4 contains 9521 members 
Mstep: Class 5 contains 41302 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 4299 members 
Mstep: Class 8 contains 25596 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 67885 members 
Mstep: Class 17 contains 212206 members 
Mstep: Class 19 contains 55595 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6223 members 
Mstep: Class 22 contains 6380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80036248.000000 Penalty: 69967.726562
Iteration 199Q: 22 clusters Score -8.003625e+07 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 175486 members 
Mstep: Class 3 contains 16026 members 
Mstep: Class 4 contains 9472 members 
Mstep: Class 5 contains 41052 members 
Mstep: Class 6 contains 1722 members 
Mstep: Class 7 contains 4261 members 
Mstep: Class 8 contains 25639 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3521 members 
Mstep: Class 12 contains 10446 members 
Mstep: Class 13 contains 17722 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 67462 members 
Mstep: Class 17 contains 217759 members 
Mstep: Class 19 contains 54381 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6223 members 
Mstep: Class 22 contains 6405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80035472.000000 Penalty: 69967.726562
Iteration 200F: 22 clusters Score -8.003547e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 173285 members 
Mstep: Class 3 contains 16023 members 
Mstep: Class 4 contains 9449 members 
Mstep: Class 5 contains 40942 members 
Mstep: Class 6 contains 1722 members 
Mstep: Class 7 contains 4252 members 
Mstep: Class 8 contains 25621 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3515 members 
Mstep: Class 12 contains 11654 members 
Mstep: Class 13 contains 17639 members 
Mstep: Class 14 contains 323 members 
Mstep: Class 15 contains 2310 members 
Mstep: Class 16 contains 67271 members 
Mstep: Class 17 contains 219993 members 
Mstep: Class 19 contains 53636 members 
Mstep: Class 20 contains 4431 members 
Mstep: Class 21 contains 6186 members 
Mstep: Class 22 contains 6391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80034528.000000 Penalty: 69967.726562
Iteration 201Q: 22 clusters Score -8.003453e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 172304 members 
Mstep: Class 3 contains 16021 members 
Mstep: Class 4 contains 9462 members 
Mstep: Class 5 contains 40940 members 
Mstep: Class 6 contains 1719 members 
Mstep: Class 7 contains 4266 members 
Mstep: Class 8 contains 25660 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3508 members 
Mstep: Class 12 contains 12668 members 
Mstep: Class 13 contains 17595 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2313 members 
Mstep: Class 16 contains 67225 members 
Mstep: Class 17 contains 220651 members 
Mstep: Class 19 contains 53014 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 6151 members 
Mstep: Class 22 contains 6392 members 
Entering Unmasked Estep 
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Iteration 202Q: 22 clusters Score -8.003428e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 171752 members 
Mstep: Class 3 contains 16021 members 
Mstep: Class 4 contains 9495 members 
Mstep: Class 5 contains 40977 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 4288 members 
Mstep: Class 8 contains 25729 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 3506 members 
Mstep: Class 12 contains 13542 members 
Mstep: Class 13 contains 17565 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2313 members 
Mstep: Class 16 contains 67197 members 
Mstep: Class 17 contains 220782 members 
Mstep: Class 19 contains 52502 members 
Mstep: Class 20 contains 4428 members 
Mstep: Class 21 contains 6104 members 
Mstep: Class 22 contains 6397 members 
Entering Unmasked Estep 
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Iteration 203Q: 22 clusters Score -8.003455e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 171304 members 
Mstep: Class 3 contains 16019 members 
Mstep: Class 4 contains 9520 members 
Mstep: Class 5 contains 41031 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 4308 members 
Mstep: Class 8 contains 25824 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 841 members 
Mstep: Class 11 contains 3508 members 
Mstep: Class 12 contains 14332 members 
Mstep: Class 13 contains 17555 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2309 members 
Mstep: Class 16 contains 67198 members 
Mstep: Class 17 contains 220752 members 
Mstep: Class 19 contains 52058 members 
Mstep: Class 20 contains 4427 members 
Mstep: Class 21 contains 6052 members 
Mstep: Class 22 contains 6403 members 
Entering Unmasked Estep 
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Iteration 204Q: 22 clusters Score -8.003519e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 170882 members 
Mstep: Class 3 contains 16016 members 
Mstep: Class 4 contains 9541 members 
Mstep: Class 5 contains 41091 members 
Mstep: Class 6 contains 1715 members 
Mstep: Class 7 contains 4317 members 
Mstep: Class 8 contains 25898 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 841 members 
Mstep: Class 11 contains 3504 members 
Mstep: Class 12 contains 15080 members 
Mstep: Class 13 contains 17575 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 67220 members 
Mstep: Class 17 contains 220692 members 
Mstep: Class 19 contains 51665 members 
Mstep: Class 20 contains 4426 members 
Mstep: Class 21 contains 5987 members 
Mstep: Class 22 contains 6402 members 
Entering Unmasked Estep 
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Iteration 205Q: 22 clusters Score -8.003538e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 170488 members 
Mstep: Class 3 contains 16017 members 
Mstep: Class 4 contains 9567 members 
Mstep: Class 5 contains 41161 members 
Mstep: Class 6 contains 1712 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 25995 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 841 members 
Mstep: Class 11 contains 3507 members 
Mstep: Class 12 contains 15804 members 
Mstep: Class 13 contains 17595 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 67208 members 
Mstep: Class 17 contains 220562 members 
Mstep: Class 19 contains 51332 members 
Mstep: Class 20 contains 4424 members 
Mstep: Class 21 contains 5927 members 
Mstep: Class 22 contains 6388 members 
Entering Unmasked Estep 
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Iteration 206Q: 22 clusters Score -8.003562e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 170044 members 
Mstep: Class 3 contains 16019 members 
Mstep: Class 4 contains 9589 members 
Mstep: Class 5 contains 41220 members 
Mstep: Class 6 contains 1712 members 
Mstep: Class 7 contains 4335 members 
Mstep: Class 8 contains 26093 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 841 members 
Mstep: Class 11 contains 3507 members 
Mstep: Class 12 contains 16470 members 
Mstep: Class 13 contains 17597 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 67204 members 
Mstep: Class 17 contains 220487 members 
Mstep: Class 19 contains 51041 members 
Mstep: Class 20 contains 4423 members 
Mstep: Class 21 contains 5879 members 
Mstep: Class 22 contains 6384 members 
Entering Unmasked Estep 
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Iteration 207Q: 22 clusters Score -8.003582e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 169597 members 
Mstep: Class 3 contains 16018 members 
Mstep: Class 4 contains 9612 members 
Mstep: Class 5 contains 41290 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 4352 members 
Mstep: Class 8 contains 26184 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 841 members 
Mstep: Class 11 contains 3509 members 
Mstep: Class 12 contains 17056 members 
Mstep: Class 13 contains 17607 members 
Mstep: Class 14 contains 323 members 
Mstep: Class 15 contains 2297 members 
Mstep: Class 16 contains 67202 members 
Mstep: Class 17 contains 220434 members 
Mstep: Class 19 contains 50800 members 
Mstep: Class 20 contains 4421 members 
Mstep: Class 21 contains 5832 members 
Mstep: Class 22 contains 6381 members 
Entering Unmasked Estep 
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Iteration 208Q: 22 clusters Score -8.003612e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 169170 members 
Mstep: Class 3 contains 16025 members 
Mstep: Class 4 contains 9632 members 
Mstep: Class 5 contains 41360 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 4362 members 
Mstep: Class 8 contains 26277 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 841 members 
Mstep: Class 11 contains 3510 members 
Mstep: Class 12 contains 17610 members 
Mstep: Class 13 contains 17632 members 
Mstep: Class 14 contains 323 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 67230 members 
Mstep: Class 17 contains 220351 members 
Mstep: Class 19 contains 50548 members 
Mstep: Class 20 contains 4419 members 
Mstep: Class 21 contains 5789 members 
Mstep: Class 22 contains 6379 members 
Entering Unmasked Estep 
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Iteration 209Q: 22 clusters Score -8.00364e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 168705 members 
Mstep: Class 3 contains 16028 members 
Mstep: Class 4 contains 9665 members 
Mstep: Class 5 contains 41409 members 
Mstep: Class 6 contains 1705 members 
Mstep: Class 7 contains 4378 members 
Mstep: Class 8 contains 26375 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 841 members 
Mstep: Class 11 contains 3505 members 
Mstep: Class 12 contains 18127 members 
Mstep: Class 13 contains 17660 members 
Mstep: Class 14 contains 323 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 67258 members 
Mstep: Class 17 contains 220324 members 
Mstep: Class 19 contains 50305 members 
Mstep: Class 20 contains 4416 members 
Mstep: Class 21 contains 5757 members 
Mstep: Class 22 contains 6377 members 
Entering Unmasked Estep 
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Iteration 210Q: 22 clusters Score -8.003647e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 168265 members 
Mstep: Class 3 contains 16025 members 
Mstep: Class 4 contains 9700 members 
Mstep: Class 5 contains 41464 members 
Mstep: Class 6 contains 1704 members 
Mstep: Class 7 contains 4390 members 
Mstep: Class 8 contains 26484 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 841 members 
Mstep: Class 11 contains 3495 members 
Mstep: Class 12 contains 18636 members 
Mstep: Class 13 contains 17682 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2307 members 
Mstep: Class 16 contains 67295 members 
Mstep: Class 17 contains 220265 members 
Mstep: Class 19 contains 50068 members 
Mstep: Class 20 contains 4415 members 
Mstep: Class 21 contains 5726 members 
Mstep: Class 22 contains 6374 members 
Entering Unmasked Estep 
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Iteration 211Q: 22 clusters Score -8.003698e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 167858 members 
Mstep: Class 3 contains 16017 members 
Mstep: Class 4 contains 9726 members 
Mstep: Class 5 contains 41510 members 
Mstep: Class 6 contains 1702 members 
Mstep: Class 7 contains 4399 members 
Mstep: Class 8 contains 26569 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 841 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 19114 members 
Mstep: Class 13 contains 17702 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 67336 members 
Mstep: Class 17 contains 220225 members 
Mstep: Class 19 contains 49858 members 
Mstep: Class 20 contains 4411 members 
Mstep: Class 21 contains 5691 members 
Mstep: Class 22 contains 6374 members 
Entering Unmasked Estep 
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Iteration 212Q: 22 clusters Score -8.003699e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 167463 members 
Mstep: Class 3 contains 16020 members 
Mstep: Class 4 contains 9751 members 
Mstep: Class 5 contains 41553 members 
Mstep: Class 6 contains 1700 members 
Mstep: Class 7 contains 4410 members 
Mstep: Class 8 contains 26648 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 841 members 
Mstep: Class 11 contains 3487 members 
Mstep: Class 12 contains 19582 members 
Mstep: Class 13 contains 17716 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2307 members 
Mstep: Class 16 contains 67348 members 
Mstep: Class 17 contains 220219 members 
Mstep: Class 19 contains 49646 members 
Mstep: Class 20 contains 4411 members 
Mstep: Class 21 contains 5663 members 
Mstep: Class 22 contains 6367 members 
Entering Unmasked Estep 
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Iteration 213Q: 22 clusters Score -8.003733e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 167136 members 
Mstep: Class 3 contains 16022 members 
Mstep: Class 4 contains 9772 members 
Mstep: Class 5 contains 41598 members 
Mstep: Class 6 contains 1699 members 
Mstep: Class 7 contains 4421 members 
Mstep: Class 8 contains 26735 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 842 members 
Mstep: Class 11 contains 3486 members 
Mstep: Class 12 contains 20009 members 
Mstep: Class 13 contains 17723 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 67382 members 
Mstep: Class 17 contains 220144 members 
Mstep: Class 19 contains 49451 members 
Mstep: Class 20 contains 4411 members 
Mstep: Class 21 contains 5634 members 
Mstep: Class 22 contains 6365 members 
Entering Unmasked Estep 
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Iteration 214Q: 22 clusters Score -8.003738e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 166822 members 
Mstep: Class 3 contains 16022 members 
Mstep: Class 4 contains 9801 members 
Mstep: Class 5 contains 41660 members 
Mstep: Class 6 contains 1700 members 
Mstep: Class 7 contains 4438 members 
Mstep: Class 8 contains 26827 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 842 members 
Mstep: Class 11 contains 3481 members 
Mstep: Class 12 contains 20399 members 
Mstep: Class 13 contains 17743 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2307 members 
Mstep: Class 16 contains 67414 members 
Mstep: Class 17 contains 220015 members 
Mstep: Class 19 contains 49296 members 
Mstep: Class 20 contains 4411 members 
Mstep: Class 21 contains 5596 members 
Mstep: Class 22 contains 6366 members 
Entering Unmasked Estep 
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Iteration 215Q: 22 clusters Score -8.003796e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 166529 members 
Mstep: Class 3 contains 16023 members 
Mstep: Class 4 contains 9816 members 
Mstep: Class 5 contains 41719 members 
Mstep: Class 6 contains 1699 members 
Mstep: Class 7 contains 4453 members 
Mstep: Class 8 contains 26896 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 842 members 
Mstep: Class 11 contains 3478 members 
Mstep: Class 12 contains 20722 members 
Mstep: Class 13 contains 17746 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2307 members 
Mstep: Class 16 contains 67452 members 
Mstep: Class 17 contains 219992 members 
Mstep: Class 19 contains 49126 members 
Mstep: Class 20 contains 4411 members 
Mstep: Class 21 contains 5562 members 
Mstep: Class 22 contains 6370 members 
Entering Unmasked Estep 
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Iteration 216Q: 22 clusters Score -8.003801e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 166270 members 
Mstep: Class 3 contains 16028 members 
Mstep: Class 4 contains 9846 members 
Mstep: Class 5 contains 41780 members 
Mstep: Class 6 contains 1699 members 
Mstep: Class 7 contains 4461 members 
Mstep: Class 8 contains 26943 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 842 members 
Mstep: Class 11 contains 3472 members 
Mstep: Class 12 contains 21040 members 
Mstep: Class 13 contains 17748 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2306 members 
Mstep: Class 16 contains 67508 members 
Mstep: Class 17 contains 219929 members 
Mstep: Class 19 contains 48950 members 
Mstep: Class 20 contains 4411 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 6371 members 
Entering Unmasked Estep 
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Iteration 217Q: 22 clusters Score -8.003828e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 166002 members 
Mstep: Class 3 contains 16033 members 
Mstep: Class 4 contains 9874 members 
Mstep: Class 5 contains 41839 members 
Mstep: Class 6 contains 1699 members 
Mstep: Class 7 contains 4473 members 
Mstep: Class 8 contains 27001 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 842 members 
Mstep: Class 11 contains 3464 members 
Mstep: Class 12 contains 21319 members 
Mstep: Class 13 contains 17752 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2306 members 
Mstep: Class 16 contains 67563 members 
Mstep: Class 17 contains 219923 members 
Mstep: Class 19 contains 48749 members 
Mstep: Class 20 contains 4411 members 
Mstep: Class 21 contains 5520 members 
Mstep: Class 22 contains 6370 members 
Entering Unmasked Estep 
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Iteration 218Q: 22 clusters Score -8.00387e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 165702 members 
Mstep: Class 3 contains 16042 members 
Mstep: Class 4 contains 9895 members 
Mstep: Class 5 contains 41913 members 
Mstep: Class 6 contains 1698 members 
Mstep: Class 7 contains 4481 members 
Mstep: Class 8 contains 27053 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 842 members 
Mstep: Class 11 contains 3454 members 
Mstep: Class 12 contains 21578 members 
Mstep: Class 13 contains 17760 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 67653 members 
Mstep: Class 17 contains 219926 members 
Mstep: Class 19 contains 48560 members 
Mstep: Class 20 contains 4411 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 6376 members 
Entering Unmasked Estep 
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Iteration 219Q: 22 clusters Score -8.003905e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 165409 members 
Mstep: Class 3 contains 16053 members 
Mstep: Class 4 contains 9912 members 
Mstep: Class 5 contains 41966 members 
Mstep: Class 6 contains 1697 members 
Mstep: Class 7 contains 4502 members 
Mstep: Class 8 contains 27121 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 842 members 
Mstep: Class 11 contains 3442 members 
Mstep: Class 12 contains 21821 members 
Mstep: Class 13 contains 17761 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 67747 members 
Mstep: Class 17 contains 219900 members 
Mstep: Class 19 contains 48404 members 
Mstep: Class 20 contains 4411 members 
Mstep: Class 21 contains 5464 members 
Mstep: Class 22 contains 6383 members 
Entering Unmasked Estep 
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Iteration 220F: 22 clusters Score -8.003922e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 165094 members 
Mstep: Class 3 contains 16059 members 
Mstep: Class 4 contains 9922 members 
Mstep: Class 5 contains 42011 members 
Mstep: Class 6 contains 1695 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 27201 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3435 members 
Mstep: Class 12 contains 22031 members 
Mstep: Class 13 contains 17764 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 67842 members 
Mstep: Class 17 contains 219940 members 
Mstep: Class 19 contains 48232 members 
Mstep: Class 20 contains 4411 members 
Mstep: Class 21 contains 5452 members 
Mstep: Class 22 contains 6383 members 
Entering Unmasked Estep 
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Iteration 221Q: 22 clusters Score -8.003946e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 164755 members 
Mstep: Class 3 contains 16064 members 
Mstep: Class 4 contains 9932 members 
Mstep: Class 5 contains 42055 members 
Mstep: Class 6 contains 1696 members 
Mstep: Class 7 contains 4531 members 
Mstep: Class 8 contains 27272 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3433 members 
Mstep: Class 12 contains 22223 members 
Mstep: Class 13 contains 17769 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2306 members 
Mstep: Class 16 contains 67940 members 
Mstep: Class 17 contains 220028 members 
Mstep: Class 19 contains 48061 members 
Mstep: Class 20 contains 4410 members 
Mstep: Class 21 contains 5437 members 
Mstep: Class 22 contains 6386 members 
Entering Unmasked Estep 
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Iteration 222Q: 22 clusters Score -8.003961e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 164443 members 
Mstep: Class 3 contains 16066 members 
Mstep: Class 4 contains 9941 members 
Mstep: Class 5 contains 42096 members 
Mstep: Class 6 contains 1696 members 
Mstep: Class 7 contains 4548 members 
Mstep: Class 8 contains 27341 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3434 members 
Mstep: Class 12 contains 22394 members 
Mstep: Class 13 contains 17781 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2306 members 
Mstep: Class 16 contains 68044 members 
Mstep: Class 17 contains 220089 members 
Mstep: Class 19 contains 47905 members 
Mstep: Class 20 contains 4409 members 
Mstep: Class 21 contains 5417 members 
Mstep: Class 22 contains 6385 members 
Entering Unmasked Estep 
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Iteration 223Q: 22 clusters Score -8.003953e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 164141 members 
Mstep: Class 3 contains 16068 members 
Mstep: Class 4 contains 9950 members 
Mstep: Class 5 contains 42136 members 
Mstep: Class 6 contains 1697 members 
Mstep: Class 7 contains 4561 members 
Mstep: Class 8 contains 27403 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3433 members 
Mstep: Class 12 contains 22547 members 
Mstep: Class 13 contains 17796 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 68101 members 
Mstep: Class 17 contains 220201 members 
Mstep: Class 19 contains 47772 members 
Mstep: Class 20 contains 4407 members 
Mstep: Class 21 contains 5389 members 
Mstep: Class 22 contains 6385 members 
Entering Unmasked Estep 
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Iteration 224Q: 22 clusters Score -8.003953e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 163869 members 
Mstep: Class 3 contains 16070 members 
Mstep: Class 4 contains 9957 members 
Mstep: Class 5 contains 42186 members 
Mstep: Class 6 contains 1697 members 
Mstep: Class 7 contains 4581 members 
Mstep: Class 8 contains 27472 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3429 members 
Mstep: Class 12 contains 22690 members 
Mstep: Class 13 contains 17812 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2310 members 
Mstep: Class 16 contains 68179 members 
Mstep: Class 17 contains 220274 members 
Mstep: Class 19 contains 47615 members 
Mstep: Class 20 contains 4403 members 
Mstep: Class 21 contains 5361 members 
Mstep: Class 22 contains 6385 members 
Entering Unmasked Estep 
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Iteration 225Q: 22 clusters Score -8.003997e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 163670 members 
Mstep: Class 3 contains 16071 members 
Mstep: Class 4 contains 9969 members 
Mstep: Class 5 contains 42236 members 
Mstep: Class 6 contains 1696 members 
Mstep: Class 7 contains 4597 members 
Mstep: Class 8 contains 27506 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3425 members 
Mstep: Class 12 contains 22828 members 
Mstep: Class 13 contains 17826 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2310 members 
Mstep: Class 16 contains 68253 members 
Mstep: Class 17 contains 220289 members 
Mstep: Class 19 contains 47499 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 21 contains 5328 members 
Mstep: Class 22 contains 6384 members 
Entering Unmasked Estep 
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Iteration 226Q: 22 clusters Score -8.004007e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 163437 members 
Mstep: Class 3 contains 16072 members 
Mstep: Class 4 contains 9985 members 
Mstep: Class 5 contains 42274 members 
Mstep: Class 6 contains 1694 members 
Mstep: Class 7 contains 4611 members 
Mstep: Class 8 contains 27547 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3425 members 
Mstep: Class 12 contains 22972 members 
Mstep: Class 13 contains 17837 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2309 members 
Mstep: Class 16 contains 68323 members 
Mstep: Class 17 contains 220319 members 
Mstep: Class 19 contains 47417 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 21 contains 5285 members 
Mstep: Class 22 contains 6384 members 
Entering Unmasked Estep 
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Iteration 227Q: 22 clusters Score -8.004026e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 163215 members 
Mstep: Class 3 contains 16073 members 
Mstep: Class 4 contains 9992 members 
Mstep: Class 5 contains 42314 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 4623 members 
Mstep: Class 8 contains 27599 members 
Mstep: Class 9 contains 1520 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3422 members 
Mstep: Class 12 contains 23116 members 
Mstep: Class 13 contains 17846 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2310 members 
Mstep: Class 16 contains 68402 members 
Mstep: Class 17 contains 220320 members 
Mstep: Class 19 contains 47328 members 
Mstep: Class 20 contains 4393 members 
Mstep: Class 21 contains 5251 members 
Mstep: Class 22 contains 6389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80040136.000000 Penalty: 69967.726562
Iteration 228Q: 22 clusters Score -8.004014e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 162989 members 
Mstep: Class 3 contains 16074 members 
Mstep: Class 4 contains 10002 members 
Mstep: Class 5 contains 42353 members 
Mstep: Class 6 contains 1689 members 
Mstep: Class 7 contains 4627 members 
Mstep: Class 8 contains 27645 members 
Mstep: Class 9 contains 1520 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3423 members 
Mstep: Class 12 contains 23250 members 
Mstep: Class 13 contains 17848 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2310 members 
Mstep: Class 16 contains 68501 members 
Mstep: Class 17 contains 220322 members 
Mstep: Class 19 contains 47248 members 
Mstep: Class 20 contains 4389 members 
Mstep: Class 21 contains 5216 members 
Mstep: Class 22 contains 6392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80040232.000000 Penalty: 69967.726562
Iteration 229Q: 22 clusters Score -8.004023e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 162783 members 
Mstep: Class 3 contains 16078 members 
Mstep: Class 4 contains 10012 members 
Mstep: Class 5 contains 42400 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 4634 members 
Mstep: Class 8 contains 27670 members 
Mstep: Class 9 contains 1520 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3421 members 
Mstep: Class 12 contains 23348 members 
Mstep: Class 13 contains 17848 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2310 members 
Mstep: Class 16 contains 68605 members 
Mstep: Class 17 contains 220343 members 
Mstep: Class 19 contains 47173 members 
Mstep: Class 20 contains 4381 members 
Mstep: Class 21 contains 5183 members 
Mstep: Class 22 contains 6394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80040256.000000 Penalty: 69967.726562
Iteration 230Q: 22 clusters Score -8.004026e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 162567 members 
Mstep: Class 3 contains 16081 members 
Mstep: Class 4 contains 10015 members 
Mstep: Class 5 contains 42437 members 
Mstep: Class 6 contains 1686 members 
Mstep: Class 7 contains 4638 members 
Mstep: Class 8 contains 27708 members 
Mstep: Class 9 contains 1520 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3420 members 
Mstep: Class 12 contains 23434 members 
Mstep: Class 13 contains 17858 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 68714 members 
Mstep: Class 17 contains 220405 members 
Mstep: Class 19 contains 47090 members 
Mstep: Class 20 contains 4380 members 
Mstep: Class 21 contains 5144 members 
Mstep: Class 22 contains 6386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80040304.000000 Penalty: 69967.726562
Iteration 231Q: 22 clusters Score -8.00403e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 162389 members 
Mstep: Class 3 contains 16083 members 
Mstep: Class 4 contains 10024 members 
Mstep: Class 5 contains 42482 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 4640 members 
Mstep: Class 8 contains 27730 members 
Mstep: Class 9 contains 1520 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3416 members 
Mstep: Class 12 contains 23540 members 
Mstep: Class 13 contains 17867 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2307 members 
Mstep: Class 16 contains 68799 members 
Mstep: Class 17 contains 220423 members 
Mstep: Class 19 contains 47006 members 
Mstep: Class 20 contains 4379 members 
Mstep: Class 21 contains 5122 members 
Mstep: Class 22 contains 6381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80040416.000000 Penalty: 69967.726562
Iteration 232Q: 22 clusters Score -8.004042e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 162155 members 
Mstep: Class 3 contains 16086 members 
Mstep: Class 4 contains 10036 members 
Mstep: Class 5 contains 42526 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 4644 members 
Mstep: Class 8 contains 27759 members 
Mstep: Class 9 contains 1520 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3415 members 
Mstep: Class 12 contains 23625 members 
Mstep: Class 13 contains 17868 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2306 members 
Mstep: Class 16 contains 68860 members 
Mstep: Class 17 contains 220526 members 
Mstep: Class 19 contains 46932 members 
Mstep: Class 20 contains 4379 members 
Mstep: Class 21 contains 5089 members 
Mstep: Class 22 contains 6382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80040360.000000 Penalty: 69967.726562
Iteration 233Q: 22 clusters Score -8.004036e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 161939 members 
Mstep: Class 3 contains 16090 members 
Mstep: Class 4 contains 10048 members 
Mstep: Class 5 contains 42556 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 4645 members 
Mstep: Class 8 contains 27778 members 
Mstep: Class 9 contains 1520 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3413 members 
Mstep: Class 12 contains 23700 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 68938 members 
Mstep: Class 17 contains 220634 members 
Mstep: Class 19 contains 46848 members 
Mstep: Class 20 contains 4378 members 
Mstep: Class 21 contains 5069 members 
Mstep: Class 22 contains 6381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80040216.000000 Penalty: 69967.726562
Iteration 234Q: 22 clusters Score -8.004022e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 161771 members 
Mstep: Class 3 contains 16094 members 
Mstep: Class 4 contains 10056 members 
Mstep: Class 5 contains 42562 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 4646 members 
Mstep: Class 8 contains 27800 members 
Mstep: Class 9 contains 1520 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3413 members 
Mstep: Class 12 contains 23772 members 
Mstep: Class 13 contains 17860 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2303 members 
Mstep: Class 16 contains 68995 members 
Mstep: Class 17 contains 220739 members 
Mstep: Class 19 contains 46765 members 
Mstep: Class 20 contains 4378 members 
Mstep: Class 21 contains 5050 members 
Mstep: Class 22 contains 6380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80040400.000000 Penalty: 69967.726562
Iteration 235Q: 22 clusters Score -8.00404e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 161633 members 
Mstep: Class 3 contains 16098 members 
Mstep: Class 4 contains 10062 members 
Mstep: Class 5 contains 42579 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 27825 members 
Mstep: Class 9 contains 1520 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3410 members 
Mstep: Class 12 contains 23840 members 
Mstep: Class 13 contains 17859 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 69048 members 
Mstep: Class 17 contains 220793 members 
Mstep: Class 19 contains 46685 members 
Mstep: Class 20 contains 4378 members 
Mstep: Class 21 contains 5030 members 
Mstep: Class 22 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80040504.000000 Penalty: 69967.726562
Iteration 236Q: 22 clusters Score -8.00405e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 161546 members 
Mstep: Class 3 contains 16107 members 
Mstep: Class 4 contains 10068 members 
Mstep: Class 5 contains 42592 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 4664 members 
Mstep: Class 8 contains 27839 members 
Mstep: Class 9 contains 1520 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3409 members 
Mstep: Class 12 contains 23918 members 
Mstep: Class 13 contains 17859 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2303 members 
Mstep: Class 16 contains 69113 members 
Mstep: Class 17 contains 220782 members 
Mstep: Class 19 contains 46607 members 
Mstep: Class 20 contains 4378 members 
Mstep: Class 21 contains 5012 members 
Mstep: Class 22 contains 6387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80040672.000000 Penalty: 69967.726562
Iteration 237Q: 22 clusters Score -8.004067e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 161502 members 
Mstep: Class 3 contains 16117 members 
Mstep: Class 4 contains 10068 members 
Mstep: Class 5 contains 42607 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 4676 members 
Mstep: Class 8 contains 27854 members 
Mstep: Class 9 contains 1520 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3409 members 
Mstep: Class 12 contains 23992 members 
Mstep: Class 13 contains 17856 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 69163 members 
Mstep: Class 17 contains 220748 members 
Mstep: Class 19 contains 46535 members 
Mstep: Class 20 contains 4378 members 
Mstep: Class 21 contains 4996 members 
Mstep: Class 22 contains 6382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80040984.000000 Penalty: 69967.726562
Iteration 238Q: 22 clusters Score -8.004098e+07 nChanged 956
Entering ConstructFrom: 
Score: -80040984.000000 Penalty: 69967.726562
Entering ConstructFrom: 
Trying to split cluster 1 (16270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Entering Unmasked Estep 
Score: -1951382.125000 Penalty: 2404.875244
	Iteration 0F: 2 clusters Score -1951382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1939757.750000 Penalty: 4809.750488
	Iteration 0F: 3 clusters Score -1939758 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1943560.250000 Penalty: 4809.750488
	Iteration 1F: 3 clusters Score -1943560 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1943991.500000 Penalty: 4809.750488
	Iteration 2F: 3 clusters Score -1943992 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1944379.375000 Penalty: 4809.750488
	Iteration 3F: 3 clusters Score -1944379 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1944795.000000 Penalty: 4809.750488
	Iteration 4Q: 3 clusters Score -1944795 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1945207.750000 Penalty: 4809.750488
	Iteration 5Q: 3 clusters Score -1945208 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1945577.000000 Penalty: 4809.750488
	Iteration 6Q: 3 clusters Score -1945577 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1945859.125000 Penalty: 4809.750488
	Iteration 7Q: 3 clusters Score -1945859 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1946069.375000 Penalty: 4809.750488
	Iteration 8Q: 3 clusters Score -1946069 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1946260.625000 Penalty: 4809.750488
	Iteration 9Q: 3 clusters Score -1946261 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1946498.375000 Penalty: 4809.750488
	Iteration 10Q: 3 clusters Score -1946498 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1946694.250000 Penalty: 4809.750488
	Iteration 11Q: 3 clusters Score -1946694 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1946840.500000 Penalty: 4809.750488
	Iteration 12Q: 3 clusters Score -1946840 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1946978.125000 Penalty: 4809.750488
	Iteration 13Q: 3 clusters Score -1946978 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1947104.250000 Penalty: 4809.750488
	Iteration 14Q: 3 clusters Score -1947104 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1947248.500000 Penalty: 4809.750488
	Iteration 15Q: 3 clusters Score -1947248 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1947424.000000 Penalty: 4809.750488
	Iteration 16Q: 3 clusters Score -1947424 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1947592.625000 Penalty: 4809.750488
	Iteration 17Q: 3 clusters Score -1947593 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1947790.500000 Penalty: 4809.750488
	Iteration 18Q: 3 clusters Score -1947790 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1947997.750000 Penalty: 4809.750488
	Iteration 19Q: 3 clusters Score -1947998 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1948199.250000 Penalty: 4809.750488
	Iteration 20F: 3 clusters Score -1948199 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1948386.625000 Penalty: 4809.750488
	Iteration 21Q: 3 clusters Score -1948387 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1948563.500000 Penalty: 4809.750488
	Iteration 22Q: 3 clusters Score -1948564 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1948750.875000 Penalty: 4809.750488
	Iteration 23Q: 3 clusters Score -1948751 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1948926.375000 Penalty: 4809.750488
	Iteration 24Q: 3 clusters Score -1948926 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1949045.375000 Penalty: 4809.750488
	Iteration 25Q: 3 clusters Score -1949045 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1949150.375000 Penalty: 4809.750488
	Iteration 26Q: 3 clusters Score -1949150 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1949237.125000 Penalty: 4809.750488
	Iteration 27Q: 3 clusters Score -1949237 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -1949294.000000 Penalty: 4809.750488
	Iteration 28Q: 3 clusters Score -1949294 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1949330.875000 Penalty: 4809.750488
	Iteration 29Q: 3 clusters Score -1949331 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1949361.375000 Penalty: 4809.750488
	Iteration 30Q: 3 clusters Score -1949361 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1949389.750000 Penalty: 4809.750488
	Iteration 31Q: 3 clusters Score -1949390 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1949410.875000 Penalty: 4809.750488
	Iteration 32Q: 3 clusters Score -1949411 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1949434.625000 Penalty: 4809.750488
	Iteration 33Q: 3 clusters Score -1949435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1949438.125000 Penalty: 4809.750488
	Iteration 34Q: 3 clusters Score -1949438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1949441.375000 Penalty: 4809.750488
	Iteration 35Q: 3 clusters Score -1949441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1949445.125000 Penalty: 4809.750488
	Iteration 36Q: 3 clusters Score -1949445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -1949453.375000 Penalty: 4809.750488
	Iteration 37Q: 3 clusters Score -1949453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1949454.500000 Penalty: 4809.750488
	Iteration 38Q: 3 clusters Score -1949454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1949457.250000 Penalty: 4809.750488
	Iteration 39Q: 3 clusters Score -1949457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1949460.375000 Penalty: 4809.750488
	Iteration 40F: 3 clusters Score -1949460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1949463.125000 Penalty: 4809.750488
	Iteration 41Q: 3 clusters Score -1949463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1949466.375000 Penalty: 4809.750488
	Iteration 42Q: 3 clusters Score -1949466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1949468.250000 Penalty: 4809.750488
	Iteration 43Q: 3 clusters Score -1949468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1949471.000000 Penalty: 4809.750488
	Iteration 44Q: 3 clusters Score -1949471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1949473.375000 Penalty: 4809.750488
	Iteration 45Q: 3 clusters Score -1949473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -1949476.125000 Penalty: 4809.750488
	Iteration 46Q: 3 clusters Score -1949476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1949475.875000 Penalty: 4809.750488
	Iteration 47Q: 3 clusters Score -1949476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1949478.000000 Penalty: 4809.750488
	Iteration 48Q: 3 clusters Score -1949478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -1949478.125000 Penalty: 4809.750488
	Iteration 49Q: 3 clusters Score -1949478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1949479.500000 Penalty: 4809.750488
	Iteration 50Q: 3 clusters Score -1949480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1949480.125000 Penalty: 4809.750488
	Iteration 51Q: 3 clusters Score -1949480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1949485.625000 Penalty: 4809.750488
	Iteration 52Q: 3 clusters Score -1949486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1949486.000000 Penalty: 4809.750488
	Iteration 53Q: 3 clusters Score -1949486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1949486.000000 Penalty: 4809.750488
	Iteration 54F: 3 clusters Score -1949486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (161380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161380 members 
Entering Unmasked Estep 
Score: -19196226.000000 Penalty: 2973.896240
	Iteration 0F: 2 clusters Score -1.919623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80829 members 
Mstep: Class 2 contains 80551 members 
Entering Unmasked Estep 
Score: -19091938.000000 Penalty: 5947.792480
	Iteration 0F: 3 clusters Score -1.909194e+07 nChanged 77221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82124 members 
Mstep: Class 2 contains 79256 members 
Entering Unmasked Estep 
Score: -19136626.000000 Penalty: 5947.792480
	Iteration 1F: 3 clusters Score -1.913663e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83261 members 
Mstep: Class 2 contains 78119 members 
Entering Unmasked Estep 
Score: -19138422.000000 Penalty: 5947.792480
	Iteration 2Q: 3 clusters Score -1.913842e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85155 members 
Mstep: Class 2 contains 76225 members 
Entering Unmasked Estep 
Score: -19140976.000000 Penalty: 5947.792480
	Iteration 3Q: 3 clusters Score -1.914098e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88617 members 
Mstep: Class 2 contains 72763 members 
Entering Unmasked Estep 
Score: -19145050.000000 Penalty: 5947.792480
	Iteration 4F: 3 clusters Score -1.914505e+07 nChanged 10657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94526 members 
Mstep: Class 2 contains 66854 members 
Entering Unmasked Estep 
Score: -19151700.000000 Penalty: 5947.792480
	Iteration 5F: 3 clusters Score -1.91517e+07 nChanged 13018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103250 members 
Mstep: Class 2 contains 58130 members 
Entering Unmasked Estep 
Score: -19160920.000000 Penalty: 5947.792480
	Iteration 6F: 3 clusters Score -1.916092e+07 nChanged 13506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113680 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -19172474.000000 Penalty: 5947.792480
	Iteration 7F: 3 clusters Score -1.917247e+07 nChanged 11687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123293 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -19183022.000000 Penalty: 5947.792480
	Iteration 8F: 3 clusters Score -1.918302e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129553 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -19188620.000000 Penalty: 5947.792480
	Iteration 9Q: 3 clusters Score -1.918862e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133797 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -19191038.000000 Penalty: 5947.792480
	Iteration 10Q: 3 clusters Score -1.919104e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137201 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -19192486.000000 Penalty: 5947.792480
	Iteration 11Q: 3 clusters Score -1.919249e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140248 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -19193452.000000 Penalty: 5947.792480
	Iteration 12Q: 3 clusters Score -1.919345e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142977 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -19194342.000000 Penalty: 5947.792480
	Iteration 13Q: 3 clusters Score -1.919434e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145445 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -19194938.000000 Penalty: 5947.792480
	Iteration 14Q: 3 clusters Score -1.919494e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147632 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -19195368.000000 Penalty: 5947.792480
	Iteration 15Q: 3 clusters Score -1.919537e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149612 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -19195660.000000 Penalty: 5947.792480
	Iteration 16Q: 3 clusters Score -1.919566e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151382 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -19195772.000000 Penalty: 5947.792480
	Iteration 17Q: 3 clusters Score -1.919577e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152906 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -19195856.000000 Penalty: 5947.792480
	Iteration 18Q: 3 clusters Score -1.919586e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154139 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -19195864.000000 Penalty: 5947.792480
	Iteration 19Q: 3 clusters Score -1.919586e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155130 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -19195918.000000 Penalty: 5947.792480
	Iteration 20F: 3 clusters Score -1.919592e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155934 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -19195920.000000 Penalty: 5947.792480
	Iteration 21Q: 3 clusters Score -1.919592e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156561 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -19195922.000000 Penalty: 5947.792480
	Iteration 22Q: 3 clusters Score -1.919592e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157046 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -19195952.000000 Penalty: 5947.792480
	Iteration 23Q: 3 clusters Score -1.919595e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157449 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -19195914.000000 Penalty: 5947.792480
	Iteration 24Q: 3 clusters Score -1.919591e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157779 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -19195772.000000 Penalty: 5947.792480
	Iteration 25Q: 3 clusters Score -1.919577e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158041 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -19195790.000000 Penalty: 5947.792480
	Iteration 26Q: 3 clusters Score -1.919579e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158245 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -19195752.000000 Penalty: 5947.792480
	Iteration 27Q: 3 clusters Score -1.919575e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158393 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -19195700.000000 Penalty: 5947.792480
	Iteration 28Q: 3 clusters Score -1.91957e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158512 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -19195666.000000 Penalty: 5947.792480
	Iteration 29Q: 3 clusters Score -1.919567e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158634 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -19195668.000000 Penalty: 5947.792480
	Iteration 30Q: 3 clusters Score -1.919567e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158750 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -19195626.000000 Penalty: 5947.792480
	Iteration 31Q: 3 clusters Score -1.919563e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158852 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -19195612.000000 Penalty: 5947.792480
	Iteration 32Q: 3 clusters Score -1.919561e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158931 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -19195596.000000 Penalty: 5947.792480
	Iteration 33Q: 3 clusters Score -1.91956e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159000 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -19195572.000000 Penalty: 5947.792480
	Iteration 34Q: 3 clusters Score -1.919557e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159052 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -19195576.000000 Penalty: 5947.792480
	Iteration 35Q: 3 clusters Score -1.919558e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159098 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -19195558.000000 Penalty: 5947.792480
	Iteration 36Q: 3 clusters Score -1.919556e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159132 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -19195554.000000 Penalty: 5947.792480
	Iteration 37Q: 3 clusters Score -1.919555e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159161 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -19195534.000000 Penalty: 5947.792480
	Iteration 38Q: 3 clusters Score -1.919553e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159191 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -19195560.000000 Penalty: 5947.792480
	Iteration 39Q: 3 clusters Score -1.919556e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159220 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -19195540.000000 Penalty: 5947.792480
	Iteration 40F: 3 clusters Score -1.919554e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159249 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -19195554.000000 Penalty: 5947.792480
	Iteration 41Q: 3 clusters Score -1.919555e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159270 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -19195550.000000 Penalty: 5947.792480
	Iteration 42Q: 3 clusters Score -1.919555e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159287 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -19195554.000000 Penalty: 5947.792480
	Iteration 43Q: 3 clusters Score -1.919555e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159302 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -19195560.000000 Penalty: 5947.792480
	Iteration 44Q: 3 clusters Score -1.919556e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159310 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -19195560.000000 Penalty: 5947.792480
	Iteration 45Q: 3 clusters Score -1.919556e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159319 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -19195550.000000 Penalty: 5947.792480
	Iteration 46Q: 3 clusters Score -1.919555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159327 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -19195540.000000 Penalty: 5947.792480
	Iteration 47Q: 3 clusters Score -1.919554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159339 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -19195514.000000 Penalty: 5947.792480
	Iteration 48Q: 3 clusters Score -1.919551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159348 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -19195528.000000 Penalty: 5947.792480
	Iteration 49Q: 3 clusters Score -1.919553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159352 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -19195520.000000 Penalty: 5947.792480
	Iteration 50Q: 3 clusters Score -1.919552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159359 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -19195512.000000 Penalty: 5947.792480
	Iteration 51Q: 3 clusters Score -1.919551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159365 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -19195518.000000 Penalty: 5947.792480
	Iteration 52Q: 3 clusters Score -1.919552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159370 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -19195514.000000 Penalty: 5947.792480
	Iteration 53Q: 3 clusters Score -1.919551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159374 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -19195514.000000 Penalty: 5947.792480
	Iteration 54Q: 3 clusters Score -1.919551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159381 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -19195518.000000 Penalty: 5947.792480
	Iteration 55Q: 3 clusters Score -1.919552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159388 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -19195524.000000 Penalty: 5947.792480
	Iteration 56Q: 3 clusters Score -1.919552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159393 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -19195526.000000 Penalty: 5947.792480
	Iteration 57Q: 3 clusters Score -1.919553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159401 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -19195516.000000 Penalty: 5947.792480
	Iteration 58Q: 3 clusters Score -1.919552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159405 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -19195526.000000 Penalty: 5947.792480
	Iteration 59Q: 3 clusters Score -1.919553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159411 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -19195534.000000 Penalty: 5947.792480
	Iteration 60F: 3 clusters Score -1.919553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159419 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -19195524.000000 Penalty: 5947.792480
	Iteration 61Q: 3 clusters Score -1.919552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159424 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -19195518.000000 Penalty: 5947.792480
	Iteration 62Q: 3 clusters Score -1.919552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159428 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -19195524.000000 Penalty: 5947.792480
	Iteration 63Q: 3 clusters Score -1.919552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159431 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -19195524.000000 Penalty: 5947.792480
	Iteration 64Q: 3 clusters Score -1.919552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159432 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -19195522.000000 Penalty: 5947.792480
	Iteration 65Q: 3 clusters Score -1.919552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159433 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -19195526.000000 Penalty: 5947.792480
	Iteration 66Q: 3 clusters Score -1.919553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159435 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -19195524.000000 Penalty: 5947.792480
	Iteration 67Q: 3 clusters Score -1.919552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159437 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -19195522.000000 Penalty: 5947.792480
	Iteration 68Q: 3 clusters Score -1.919552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159438 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -19195518.000000 Penalty: 5947.792480
	Iteration 69Q: 3 clusters Score -1.919552e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159438 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -19195518.000000 Penalty: 5947.792480
	Iteration 70F: 3 clusters Score -1.919552e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Entering Unmasked Estep 
Score: -1953321.625000 Penalty: 2402.686035
	Iteration 0F: 2 clusters Score -1953322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1941689.500000 Penalty: 4805.372070
	Iteration 0F: 3 clusters Score -1941690 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1945384.500000 Penalty: 4805.372070
	Iteration 1F: 3 clusters Score -1945384 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1945735.750000 Penalty: 4805.372070
	Iteration 2F: 3 clusters Score -1945736 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1946028.875000 Penalty: 4805.372070
	Iteration 3Q: 3 clusters Score -1946029 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1946291.625000 Penalty: 4805.372070
	Iteration 4Q: 3 clusters Score -1946292 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1946513.875000 Penalty: 4805.372070
	Iteration 5Q: 3 clusters Score -1946514 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1946728.625000 Penalty: 4805.372070
	Iteration 6Q: 3 clusters Score -1946729 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1946943.000000 Penalty: 4805.372070
	Iteration 7Q: 3 clusters Score -1946943 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1947174.125000 Penalty: 4805.372070
	Iteration 8Q: 3 clusters Score -1947174 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1947407.375000 Penalty: 4805.372070
	Iteration 9Q: 3 clusters Score -1947407 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1947643.250000 Penalty: 4805.372070
	Iteration 10Q: 3 clusters Score -1947643 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1947883.375000 Penalty: 4805.372070
	Iteration 11Q: 3 clusters Score -1947883 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1948134.500000 Penalty: 4805.372070
	Iteration 12Q: 3 clusters Score -1948134 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1948415.250000 Penalty: 4805.372070
	Iteration 13Q: 3 clusters Score -1948415 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1948702.500000 Penalty: 4805.372070
	Iteration 14Q: 3 clusters Score -1948702 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1948976.250000 Penalty: 4805.372070
	Iteration 15Q: 3 clusters Score -1948976 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1949282.750000 Penalty: 4805.372070
	Iteration 16Q: 3 clusters Score -1949283 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1949594.750000 Penalty: 4805.372070
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1949880.875000 Penalty: 4805.372070
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1950057.000000 Penalty: 4805.372070
	Iteration 19Q: 3 clusters Score -1950057 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1950141.875000 Penalty: 4805.372070
	Iteration 20F: 3 clusters Score -1950142 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1950185 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1950222.375000 Penalty: 4805.372070
	Iteration 22Q: 3 clusters Score -1950222 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1950261.250000 Penalty: 4805.372070
	Iteration 23Q: 3 clusters Score -1950261 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1950299.250000 Penalty: 4805.372070
	Iteration 24Q: 3 clusters Score -1950299 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1950325.250000 Penalty: 4805.372070
	Iteration 25Q: 3 clusters Score -1950325 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1950352.875000 Penalty: 4805.372070
	Iteration 26Q: 3 clusters Score -1950353 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1950379.375000 Penalty: 4805.372070
	Iteration 27Q: 3 clusters Score -1950379 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1950405.500000 Penalty: 4805.372070
	Iteration 28Q: 3 clusters Score -1950406 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1950419.875000 Penalty: 4805.372070
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1950442.625000 Penalty: 4805.372070
	Iteration 30Q: 3 clusters Score -1950443 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1950460.500000 Penalty: 4805.372070
	Iteration 31Q: 3 clusters Score -1950460 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1950490 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1950503.250000 Penalty: 4805.372070
	Iteration 33Q: 3 clusters Score -1950503 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1950525.750000 Penalty: 4805.372070
	Iteration 34Q: 3 clusters Score -1950526 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1950545.250000 Penalty: 4805.372070
	Iteration 35Q: 3 clusters Score -1950545 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1950555.375000 Penalty: 4805.372070
	Iteration 36Q: 3 clusters Score -1950555 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1950567.000000 Penalty: 4805.372070
	Iteration 37Q: 3 clusters Score -1950567 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1950585.250000 Penalty: 4805.372070
	Iteration 38Q: 3 clusters Score -1950585 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1950590.125000 Penalty: 4805.372070
	Iteration 39Q: 3 clusters Score -1950590 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1950595.500000 Penalty: 4805.372070
	Iteration 40F: 3 clusters Score -1950596 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1950599.750000 Penalty: 4805.372070
	Iteration 41Q: 3 clusters Score -1950600 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1950601.500000 Penalty: 4805.372070
	Iteration 42Q: 3 clusters Score -1950602 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1950615.875000 Penalty: 4805.372070
	Iteration 43Q: 3 clusters Score -1950616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1950620.125000 Penalty: 4805.372070
	Iteration 44Q: 3 clusters Score -1950620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1950628.000000 Penalty: 4805.372070
	Iteration 45Q: 3 clusters Score -1950628 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1950646.125000 Penalty: 4805.372070
	Iteration 46Q: 3 clusters Score -1950646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1950649.875000 Penalty: 4805.372070
	Iteration 47Q: 3 clusters Score -1950650 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1950657.875000 Penalty: 4805.372070
	Iteration 48Q: 3 clusters Score -1950658 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1950664.500000 Penalty: 4805.372070
	Iteration 49Q: 3 clusters Score -1950664 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1950673.500000 Penalty: 4805.372070
	Iteration 50Q: 3 clusters Score -1950674 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1950677.125000 Penalty: 4805.372070
	Iteration 51Q: 3 clusters Score -1950677 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1950684.750000 Penalty: 4805.372070
	Iteration 52Q: 3 clusters Score -1950685 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1950690.750000 Penalty: 4805.372070
	Iteration 53Q: 3 clusters Score -1950691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1950689.500000 Penalty: 4805.372070
	Iteration 54Q: 3 clusters Score -1950690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1950697.250000 Penalty: 4805.372070
	Iteration 55Q: 3 clusters Score -1950697 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1950707.500000 Penalty: 4805.372070
	Iteration 56Q: 3 clusters Score -1950708 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1950716.000000 Penalty: 4805.372070
	Iteration 57Q: 3 clusters Score -1950716 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1950720.250000 Penalty: 4805.372070
	Iteration 58Q: 3 clusters Score -1950720 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1950731.500000 Penalty: 4805.372070
	Iteration 59Q: 3 clusters Score -1950732 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1950734.375000 Penalty: 4805.372070
	Iteration 60F: 3 clusters Score -1950734 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1950755.000000 Penalty: 4805.372070
	Iteration 61Q: 3 clusters Score -1950755 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1950761.000000 Penalty: 4805.372070
	Iteration 62Q: 3 clusters Score -1950761 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1950763.500000 Penalty: 4805.372070
	Iteration 63Q: 3 clusters Score -1950764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1950774.125000 Penalty: 4805.372070
	Iteration 64Q: 3 clusters Score -1950774 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1950777 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1950783.125000 Penalty: 4805.372070
	Iteration 66Q: 3 clusters Score -1950783 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1950787 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1950807.000000 Penalty: 4805.372070
	Iteration 68Q: 3 clusters Score -1950807 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1950811.625000 Penalty: 4805.372070
	Iteration 69Q: 3 clusters Score -1950812 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1950821.250000 Penalty: 4805.372070
	Iteration 70Q: 3 clusters Score -1950821 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3834 members 
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Entering Unmasked Estep 
Score: -1950839.625000 Penalty: 4805.372070
	Iteration 71Q: 3 clusters Score -1950840 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
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Entering Unmasked Estep 
Score: -1950849.250000 Penalty: 4805.372070
	Iteration 72Q: 3 clusters Score -1950849 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1950854.750000 Penalty: 4805.372070
	Iteration 73Q: 3 clusters Score -1950855 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1950862.625000 Penalty: 4805.372070
	Iteration 74Q: 3 clusters Score -1950863 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3634 members 
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Entering Unmasked Estep 
Score: -1950875.375000 Penalty: 4805.372070
	Iteration 75Q: 3 clusters Score -1950875 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1950883.500000 Penalty: 4805.372070
	Iteration 76Q: 3 clusters Score -1950884 nChanged 38
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Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1950890.625000 Penalty: 4805.372070
	Iteration 77Q: 3 clusters Score -1950891 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1950900.875000 Penalty: 4805.372070
	Iteration 78Q: 3 clusters Score -1950901 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1950898.875000 Penalty: 4805.372070
	Iteration 79Q: 3 clusters Score -1950899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1950901.125000 Penalty: 4805.372070
	Iteration 80F: 3 clusters Score -1950901 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1950909.750000 Penalty: 4805.372070
	Iteration 81Q: 3 clusters Score -1950910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1950919.500000 Penalty: 4805.372070
	Iteration 82Q: 3 clusters Score -1950920 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1950924.500000 Penalty: 4805.372070
	Iteration 83Q: 3 clusters Score -1950924 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1950936.750000 Penalty: 4805.372070
	Iteration 84Q: 3 clusters Score -1950937 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1950942.500000 Penalty: 4805.372070
	Iteration 85Q: 3 clusters Score -1950942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1950952.375000 Penalty: 4805.372070
	Iteration 86Q: 3 clusters Score -1950952 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1950955.000000 Penalty: 4805.372070
	Iteration 87Q: 3 clusters Score -1950955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1950959.875000 Penalty: 4805.372070
	Iteration 88Q: 3 clusters Score -1950960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1950968.250000 Penalty: 4805.372070
	Iteration 89Q: 3 clusters Score -1950968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1950974.750000 Penalty: 4805.372070
	Iteration 90Q: 3 clusters Score -1950975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1950976 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1950985 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1950994.000000 Penalty: 4805.372070
	Iteration 93Q: 3 clusters Score -1950994 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1951001.375000 Penalty: 4805.372070
	Iteration 94Q: 3 clusters Score -1951001 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1951009.875000 Penalty: 4805.372070
	Iteration 95Q: 3 clusters Score -1951010 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1951018.125000 Penalty: 4805.372070
	Iteration 96Q: 3 clusters Score -1951018 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1951025.625000 Penalty: 4805.372070
	Iteration 97Q: 3 clusters Score -1951026 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
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Entering Unmasked Estep 
Score: -1951040.750000 Penalty: 4805.372070
	Iteration 98Q: 3 clusters Score -1951041 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1951051.125000 Penalty: 4805.372070
	Iteration 99Q: 3 clusters Score -1951051 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1951055.000000 Penalty: 4805.372070
	Iteration 100F: 3 clusters Score -1951055 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1951064.125000 Penalty: 4805.372070
	Iteration 101Q: 3 clusters Score -1951064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1951067.875000 Penalty: 4805.372070
	Iteration 102Q: 3 clusters Score -1951068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1951073.125000 Penalty: 4805.372070
	Iteration 103Q: 3 clusters Score -1951073 nChanged 26
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Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1951084.125000 Penalty: 4805.372070
	Iteration 104Q: 3 clusters Score -1951084 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1951082.750000 Penalty: 4805.372070
	Iteration 105Q: 3 clusters Score -1951083 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1951087.750000 Penalty: 4805.372070
	Iteration 106Q: 3 clusters Score -1951088 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1951096.375000 Penalty: 4805.372070
	Iteration 107Q: 3 clusters Score -1951096 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1951108.375000 Penalty: 4805.372070
	Iteration 108Q: 3 clusters Score -1951108 nChanged 25
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Mstep: Class 1 contains 2482 members 
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Entering Unmasked Estep 
Score: -1951113.625000 Penalty: 4805.372070
	Iteration 109Q: 3 clusters Score -1951114 nChanged 27
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Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1951119.875000 Penalty: 4805.372070
	Iteration 110Q: 3 clusters Score -1951120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1951124.625000 Penalty: 4805.372070
	Iteration 111Q: 3 clusters Score -1951125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1951127.750000 Penalty: 4805.372070
	Iteration 112Q: 3 clusters Score -1951128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1951134.500000 Penalty: 4805.372070
	Iteration 113Q: 3 clusters Score -1951134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1951143.375000 Penalty: 4805.372070
	Iteration 114Q: 3 clusters Score -1951143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1951147.000000 Penalty: 4805.372070
	Iteration 115Q: 3 clusters Score -1951147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1951150.000000 Penalty: 4805.372070
	Iteration 116Q: 3 clusters Score -1951150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1951155.875000 Penalty: 4805.372070
	Iteration 117Q: 3 clusters Score -1951156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1951159.500000 Penalty: 4805.372070
	Iteration 118Q: 3 clusters Score -1951160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1951161.750000 Penalty: 4805.372070
	Iteration 119Q: 3 clusters Score -1951162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1951173.500000 Penalty: 4805.372070
	Iteration 120F: 3 clusters Score -1951174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1951176.500000 Penalty: 4805.372070
	Iteration 121Q: 3 clusters Score -1951176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1951178.875000 Penalty: 4805.372070
	Iteration 122Q: 3 clusters Score -1951179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1951187.375000 Penalty: 4805.372070
	Iteration 123Q: 3 clusters Score -1951187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1951191.750000 Penalty: 4805.372070
	Iteration 124Q: 3 clusters Score -1951192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1951194.750000 Penalty: 4805.372070
	Iteration 125Q: 3 clusters Score -1951195 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1951201.500000 Penalty: 4805.372070
	Iteration 126Q: 3 clusters Score -1951202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1951208.875000 Penalty: 4805.372070
	Iteration 127Q: 3 clusters Score -1951209 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1951219.625000 Penalty: 4805.372070
	Iteration 128Q: 3 clusters Score -1951220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1951224.375000 Penalty: 4805.372070
	Iteration 129Q: 3 clusters Score -1951224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1951239.875000 Penalty: 4805.372070
	Iteration 130Q: 3 clusters Score -1951240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1951252.625000 Penalty: 4805.372070
	Iteration 131Q: 3 clusters Score -1951253 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1951269.500000 Penalty: 4805.372070
	Iteration 132Q: 3 clusters Score -1951270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1951278.875000 Penalty: 4805.372070
	Iteration 133Q: 3 clusters Score -1951279 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1951300.875000 Penalty: 4805.372070
	Iteration 134Q: 3 clusters Score -1951301 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1951309.750000 Penalty: 4805.372070
	Iteration 135Q: 3 clusters Score -1951310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1951318.625000 Penalty: 4805.372070
	Iteration 136Q: 3 clusters Score -1951319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1951322.125000 Penalty: 4805.372070
	Iteration 137Q: 3 clusters Score -1951322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1951332.000000 Penalty: 4805.372070
	Iteration 138Q: 3 clusters Score -1951332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1951336.375000 Penalty: 4805.372070
	Iteration 139Q: 3 clusters Score -1951336 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1951344.750000 Penalty: 4805.372070
	Iteration 140F: 3 clusters Score -1951345 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1951359.500000 Penalty: 4805.372070
	Iteration 141Q: 3 clusters Score -1951360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1951365.125000 Penalty: 4805.372070
	Iteration 142Q: 3 clusters Score -1951365 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1951377.000000 Penalty: 4805.372070
	Iteration 143Q: 3 clusters Score -1951377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -1951386.375000 Penalty: 4805.372070
	Iteration 144Q: 3 clusters Score -1951386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1951396.000000 Penalty: 4805.372070
	Iteration 145Q: 3 clusters Score -1951396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1951396.375000 Penalty: 4805.372070
	Iteration 146Q: 3 clusters Score -1951396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1951400.125000 Penalty: 4805.372070
	Iteration 147Q: 3 clusters Score -1951400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1951404.500000 Penalty: 4805.372070
	Iteration 148Q: 3 clusters Score -1951404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1951406.750000 Penalty: 4805.372070
	Iteration 149Q: 3 clusters Score -1951407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1951410.750000 Penalty: 4805.372070
	Iteration 150Q: 3 clusters Score -1951411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1951412.250000 Penalty: 4805.372070
	Iteration 151Q: 3 clusters Score -1951412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1951414.625000 Penalty: 4805.372070
	Iteration 152Q: 3 clusters Score -1951415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1951413.875000 Penalty: 4805.372070
	Iteration 153Q: 3 clusters Score -1951414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1951413.750000 Penalty: 4805.372070
	Iteration 154Q: 3 clusters Score -1951414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1951415.375000 Penalty: 4805.372070
	Iteration 155Q: 3 clusters Score -1951415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1951415.375000 Penalty: 4805.372070
	Iteration 156Q: 3 clusters Score -1951415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1951415.500000 Penalty: 4805.372070
	Iteration 157Q: 3 clusters Score -1951416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1951414.250000 Penalty: 4805.372070
	Iteration 158Q: 3 clusters Score -1951414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1951415.750000 Penalty: 4805.372070
	Iteration 159Q: 3 clusters Score -1951416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1951415.250000 Penalty: 4805.372070
	Iteration 160F: 3 clusters Score -1951415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1951413.375000 Penalty: 4805.372070
	Iteration 161Q: 3 clusters Score -1951413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1951413.375000 Penalty: 4805.372070
	Iteration 162F: 3 clusters Score -1951413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Entering Unmasked Estep 
Score: -1211512.250000 Penalty: 2286.238770
	Iteration 0F: 2 clusters Score -1211512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1203805.500000 Penalty: 4572.477539
	Iteration 0F: 3 clusters Score -1203806 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1206049.875000 Penalty: 4572.477539
	Iteration 1F: 3 clusters Score -1206050 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1206331.875000 Penalty: 4572.477539
	Iteration 2F: 3 clusters Score -1206332 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1206523.750000 Penalty: 4572.477539
	Iteration 3Q: 3 clusters Score -1206524 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1206665.125000 Penalty: 4572.477539
	Iteration 4Q: 3 clusters Score -1206665 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1206774.500000 Penalty: 4572.477539
	Iteration 5Q: 3 clusters Score -1206774 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1206873.000000 Penalty: 4572.477539
	Iteration 6Q: 3 clusters Score -1206873 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1206980.875000 Penalty: 4572.477539
	Iteration 7Q: 3 clusters Score -1206981 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1207107.125000 Penalty: 4572.477539
	Iteration 8Q: 3 clusters Score -1207107 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1207241.125000 Penalty: 4572.477539
	Iteration 9Q: 3 clusters Score -1207241 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1207429.375000 Penalty: 4572.477539
	Iteration 10Q: 3 clusters Score -1207429 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1207701.875000 Penalty: 4572.477539
	Iteration 11Q: 3 clusters Score -1207702 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1208054.625000 Penalty: 4572.477539
	Iteration 12F: 3 clusters Score -1208055 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1208452.000000 Penalty: 4572.477539
	Iteration 13F: 3 clusters Score -1208452 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1208839.875000 Penalty: 4572.477539
	Iteration 14Q: 3 clusters Score -1208840 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1209167.750000 Penalty: 4572.477539
	Iteration 15Q: 3 clusters Score -1209168 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1209422.500000 Penalty: 4572.477539
	Iteration 16Q: 3 clusters Score -1209422 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1209586.625000 Penalty: 4572.477539
	Iteration 17Q: 3 clusters Score -1209587 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1209681.375000 Penalty: 4572.477539
	Iteration 18Q: 3 clusters Score -1209681 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1209732.250000 Penalty: 4572.477539
	Iteration 19Q: 3 clusters Score -1209732 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1209765.500000 Penalty: 4572.477539
	Iteration 20F: 3 clusters Score -1209766 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1209794.500000 Penalty: 4572.477539
	Iteration 21Q: 3 clusters Score -1209794 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1209816.750000 Penalty: 4572.477539
	Iteration 22Q: 3 clusters Score -1209817 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1209831.500000 Penalty: 4572.477539
	Iteration 23Q: 3 clusters Score -1209832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1209846.500000 Penalty: 4572.477539
	Iteration 24Q: 3 clusters Score -1209846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1209853.250000 Penalty: 4572.477539
	Iteration 25Q: 3 clusters Score -1209853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1209857.375000 Penalty: 4572.477539
	Iteration 26Q: 3 clusters Score -1209857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1209861.125000 Penalty: 4572.477539
	Iteration 27Q: 3 clusters Score -1209861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1209866.250000 Penalty: 4572.477539
	Iteration 28Q: 3 clusters Score -1209866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1209869.750000 Penalty: 4572.477539
	Iteration 29Q: 3 clusters Score -1209870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1209873.625000 Penalty: 4572.477539
	Iteration 30Q: 3 clusters Score -1209874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1209877.250000 Penalty: 4572.477539
	Iteration 31Q: 3 clusters Score -1209877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1209875.500000 Penalty: 4572.477539
	Iteration 32Q: 3 clusters Score -1209876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1209879.500000 Penalty: 4572.477539
	Iteration 33Q: 3 clusters Score -1209880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1209879.125000 Penalty: 4572.477539
	Iteration 34Q: 3 clusters Score -1209879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1209878.875000 Penalty: 4572.477539
	Iteration 35Q: 3 clusters Score -1209879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1209877.500000 Penalty: 4572.477539
	Iteration 36Q: 3 clusters Score -1209878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1209878.625000 Penalty: 4572.477539
	Iteration 37Q: 3 clusters Score -1209879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1209877.750000 Penalty: 4572.477539
	Iteration 38Q: 3 clusters Score -1209878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1209878.000000 Penalty: 4572.477539
	Iteration 39Q: 3 clusters Score -1209878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1209879.250000 Penalty: 4572.477539
	Iteration 40F: 3 clusters Score -1209879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1209879.250000 Penalty: 4572.477539
	Iteration 41Q: 3 clusters Score -1209879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1209881.750000 Penalty: 4572.477539
	Iteration 42Q: 3 clusters Score -1209882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1209885.250000 Penalty: 4572.477539
	Iteration 43Q: 3 clusters Score -1209885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1209885.125000 Penalty: 4572.477539
	Iteration 44Q: 3 clusters Score -1209885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1209885.750000 Penalty: 4572.477539
	Iteration 45Q: 3 clusters Score -1209886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1209886.125000 Penalty: 4572.477539
	Iteration 46Q: 3 clusters Score -1209886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1209886.875000 Penalty: 4572.477539
	Iteration 47Q: 3 clusters Score -1209887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1209886.875000 Penalty: 4572.477539
	Iteration 48F: 3 clusters Score -1209887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Entering Unmasked Estep 
Score: -5151438.000000 Penalty: 2643.740234
	Iteration 0F: 2 clusters Score -5151438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -5122573.000000 Penalty: 5287.480469
	Iteration 0F: 3 clusters Score -5122573 nChanged 19551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -5133189.500000 Penalty: 5287.480469
	Iteration 1F: 3 clusters Score -5133190 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -5133663.000000 Penalty: 5287.480469
	Iteration 2Q: 3 clusters Score -5133663 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -5134196.500000 Penalty: 5287.480469
	Iteration 3Q: 3 clusters Score -5134196 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -5134888.000000 Penalty: 5287.480469
	Iteration 4Q: 3 clusters Score -5134888 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -5135967.000000 Penalty: 5287.480469
	Iteration 5Q: 3 clusters Score -5135967 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -5137466.000000 Penalty: 5287.480469
	Iteration 6F: 3 clusters Score -5137466 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -5139939.500000 Penalty: 5287.480469
	Iteration 7F: 3 clusters Score -5139940 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -5143117.000000 Penalty: 5287.480469
	Iteration 8F: 3 clusters Score -5143117 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -5146032.500000 Penalty: 5287.480469
	Iteration 9F: 3 clusters Score -5146032 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -5147815.500000 Penalty: 5287.480469
	Iteration 10Q: 3 clusters Score -5147816 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -5148571.500000 Penalty: 5287.480469
	Iteration 11Q: 3 clusters Score -5148572 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -5148830.000000 Penalty: 5287.480469
	Iteration 12Q: 3 clusters Score -5148830 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -5148948.500000 Penalty: 5287.480469
	Iteration 13Q: 3 clusters Score -5148948 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -5149010.000000 Penalty: 5287.480469
	Iteration 14Q: 3 clusters Score -5149010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -5149029.500000 Penalty: 5287.480469
	Iteration 15Q: 3 clusters Score -5149030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
Score: -5149068.500000 Penalty: 5287.480469
	Iteration 16Q: 3 clusters Score -5149068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -5149107.500000 Penalty: 5287.480469
	Iteration 17Q: 3 clusters Score -5149108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
Score: -5149130.000000 Penalty: 5287.480469
	Iteration 18Q: 3 clusters Score -5149130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -5149160.500000 Penalty: 5287.480469
	Iteration 19Q: 3 clusters Score -5149160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -5149175.500000 Penalty: 5287.480469
	Iteration 20F: 3 clusters Score -5149176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -5149183.500000 Penalty: 5287.480469
	Iteration 21Q: 3 clusters Score -5149184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -5149193.500000 Penalty: 5287.480469
	Iteration 22Q: 3 clusters Score -5149194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -5149200.500000 Penalty: 5287.480469
	Iteration 23Q: 3 clusters Score -5149200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -5149200.500000 Penalty: 5287.480469
	Iteration 24Q: 3 clusters Score -5149200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -5149200.500000 Penalty: 5287.480469
	Iteration 25F: 3 clusters Score -5149200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -199926.859375 Penalty: 1842.815308
	Iteration 0F: 2 clusters Score -199926.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -197513.031250 Penalty: 3685.630615
	Iteration 0F: 3 clusters Score -197513 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -197916.562500 Penalty: 3685.630615
	Iteration 1F: 3 clusters Score -197916.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -198039.671875 Penalty: 3685.630615
	Iteration 2F: 3 clusters Score -198039.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -198101.125000 Penalty: 3685.630615
	Iteration 3Q: 3 clusters Score -198101.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -198137.921875 Penalty: 3685.630615
	Iteration 4Q: 3 clusters Score -198137.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -198158.765625 Penalty: 3685.630615
	Iteration 5Q: 3 clusters Score -198158.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -198175.156250 Penalty: 3685.630615
	Iteration 6Q: 3 clusters Score -198175.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -198182.531250 Penalty: 3685.630615
	Iteration 7Q: 3 clusters Score -198182.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -198189.906250 Penalty: 3685.630615
	Iteration 8Q: 3 clusters Score -198189.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -198196.625000 Penalty: 3685.630615
	Iteration 9Q: 3 clusters Score -198196.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -198198.875000 Penalty: 3685.630615
	Iteration 10Q: 3 clusters Score -198198.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -198199.093750 Penalty: 3685.630615
	Iteration 11Q: 3 clusters Score -198199.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -198200.421875 Penalty: 3685.630615
	Iteration 12Q: 3 clusters Score -198200.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -198202.125000 Penalty: 3685.630615
	Iteration 13Q: 3 clusters Score -198202.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -198204.187500 Penalty: 3685.630615
	Iteration 14Q: 3 clusters Score -198204.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -198205.984375 Penalty: 3685.630615
	Iteration 15Q: 3 clusters Score -198206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -198209.843750 Penalty: 3685.630615
	Iteration 16Q: 3 clusters Score -198209.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -198213.687500 Penalty: 3685.630615
	Iteration 17Q: 3 clusters Score -198213.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -198215.890625 Penalty: 3685.630615
	Iteration 18Q: 3 clusters Score -198215.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -198216.140625 Penalty: 3685.630615
	Iteration 19Q: 3 clusters Score -198216.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -198216.562500 Penalty: 3685.630615
	Iteration 20F: 3 clusters Score -198216.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Entering Unmasked Estep 
Score: -567966.062500 Penalty: 2096.231934
	Iteration 0F: 2 clusters Score -567966.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -563651.125000 Penalty: 4192.463867
	Iteration 0F: 3 clusters Score -563651.1 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -564644.250000 Penalty: 4192.463867
	Iteration 1F: 3 clusters Score -564644.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -564854.312500 Penalty: 4192.463867
	Iteration 2F: 3 clusters Score -564854.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -565028.687500 Penalty: 4192.463867
	Iteration 3Q: 3 clusters Score -565028.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -565208.750000 Penalty: 4192.463867
	Iteration 4Q: 3 clusters Score -565208.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -565372.500000 Penalty: 4192.463867
	Iteration 5Q: 3 clusters Score -565372.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -565525.000000 Penalty: 4192.463867
	Iteration 6Q: 3 clusters Score -565525 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -565717.687500 Penalty: 4192.463867
	Iteration 7F: 3 clusters Score -565717.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -565952.000000 Penalty: 4192.463867
	Iteration 8F: 3 clusters Score -565952 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -566151.562500 Penalty: 4192.463867
	Iteration 9F: 3 clusters Score -566151.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -566334.875000 Penalty: 4192.463867
	Iteration 10Q: 3 clusters Score -566334.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -566497.125000 Penalty: 4192.463867
	Iteration 11Q: 3 clusters Score -566497.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -566647.062500 Penalty: 4192.463867
	Iteration 12Q: 3 clusters Score -566647.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -566816.062500 Penalty: 4192.463867
	Iteration 13Q: 3 clusters Score -566816.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -566910.562500 Penalty: 4192.463867
	Iteration 14Q: 3 clusters Score -566910.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -566972.312500 Penalty: 4192.463867
	Iteration 15Q: 3 clusters Score -566972.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -567030.062500 Penalty: 4192.463867
	Iteration 16Q: 3 clusters Score -567030.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -567074.125000 Penalty: 4192.463867
	Iteration 17Q: 3 clusters Score -567074.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -567100.937500 Penalty: 4192.463867
	Iteration 18Q: 3 clusters Score -567100.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -567121.187500 Penalty: 4192.463867
	Iteration 19Q: 3 clusters Score -567121.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -567132.937500 Penalty: 4192.463867
	Iteration 20F: 3 clusters Score -567132.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -567147.312500 Penalty: 4192.463867
	Iteration 21Q: 3 clusters Score -567147.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -567150.250000 Penalty: 4192.463867
	Iteration 22Q: 3 clusters Score -567150.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -567154.875000 Penalty: 4192.463867
	Iteration 23Q: 3 clusters Score -567154.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -567156.687500 Penalty: 4192.463867
	Iteration 24Q: 3 clusters Score -567156.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -567156.500000 Penalty: 4192.463867
	Iteration 25Q: 3 clusters Score -567156.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -567159.062500 Penalty: 4192.463867
	Iteration 26Q: 3 clusters Score -567159.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -567159.437500 Penalty: 4192.463867
	Iteration 27Q: 3 clusters Score -567159.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -567160.687500 Penalty: 4192.463867
	Iteration 28Q: 3 clusters Score -567160.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -567161.687500 Penalty: 4192.463867
	Iteration 29Q: 3 clusters Score -567161.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -567161.437500 Penalty: 4192.463867
	Iteration 30Q: 3 clusters Score -567161.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -567161.437500 Penalty: 4192.463867
	Iteration 31F: 3 clusters Score -567161.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Entering Unmasked Estep 
Score: -3389033.000000 Penalty: 2538.364746
	Iteration 0F: 2 clusters Score -3389033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -3369936.250000 Penalty: 5076.729492
	Iteration 0F: 3 clusters Score -3369936 nChanged 12428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -3376531.250000 Penalty: 5076.729492
	Iteration 1F: 3 clusters Score -3376531 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -3376924.250000 Penalty: 5076.729492
	Iteration 2Q: 3 clusters Score -3376924 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3377235.500000 Penalty: 5076.729492
	Iteration 3Q: 3 clusters Score -3377236 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -3377510.000000 Penalty: 5076.729492
	Iteration 4Q: 3 clusters Score -3377510 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -3377723.750000 Penalty: 5076.729492
	Iteration 5Q: 3 clusters Score -3377724 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -3377904.000000 Penalty: 5076.729492
	Iteration 6Q: 3 clusters Score -3377904 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -3378081.750000 Penalty: 5076.729492
	Iteration 7Q: 3 clusters Score -3378082 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -3378302.750000 Penalty: 5076.729492
	Iteration 8Q: 3 clusters Score -3378303 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -3378526.500000 Penalty: 5076.729492
	Iteration 9Q: 3 clusters Score -3378526 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -3378804.500000 Penalty: 5076.729492
	Iteration 10Q: 3 clusters Score -3378804 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -3379222.750000 Penalty: 5076.729492
	Iteration 11Q: 3 clusters Score -3379223 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -3379831.500000 Penalty: 5076.729492
	Iteration 12Q: 3 clusters Score -3379832 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -3380630.250000 Penalty: 5076.729492
	Iteration 13Q: 3 clusters Score -3380630 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -3381684.500000 Penalty: 5076.729492
	Iteration 14F: 3 clusters Score -3381684 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -3382760.250000 Penalty: 5076.729492
	Iteration 15F: 3 clusters Score -3382760 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -3383684.250000 Penalty: 5076.729492
	Iteration 16Q: 3 clusters Score -3383684 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -3384388.500000 Penalty: 5076.729492
	Iteration 17Q: 3 clusters Score -3384388 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -3384850.000000 Penalty: 5076.729492
	Iteration 18Q: 3 clusters Score -3384850 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -3385109.750000 Penalty: 5076.729492
	Iteration 19Q: 3 clusters Score -3385110 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -3385311.000000 Penalty: 5076.729492
	Iteration 20F: 3 clusters Score -3385311 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -3385451.750000 Penalty: 5076.729492
	Iteration 21Q: 3 clusters Score -3385452 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -3385592.000000 Penalty: 5076.729492
	Iteration 22Q: 3 clusters Score -3385592 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -3385705.750000 Penalty: 5076.729492
	Iteration 23Q: 3 clusters Score -3385706 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -3385814.250000 Penalty: 5076.729492
	Iteration 24Q: 3 clusters Score -3385814 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -3385900.000000 Penalty: 5076.729492
	Iteration 25Q: 3 clusters Score -3385900 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -3385970.750000 Penalty: 5076.729492
	Iteration 26Q: 3 clusters Score -3385971 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -3386034.500000 Penalty: 5076.729492
	Iteration 27Q: 3 clusters Score -3386034 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -3386085.000000 Penalty: 5076.729492
	Iteration 28Q: 3 clusters Score -3386085 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -3386132.500000 Penalty: 5076.729492
	Iteration 29Q: 3 clusters Score -3386132 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -3386178.500000 Penalty: 5076.729492
	Iteration 30Q: 3 clusters Score -3386178 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -3386220.750000 Penalty: 5076.729492
	Iteration 31Q: 3 clusters Score -3386221 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -3386260.250000 Penalty: 5076.729492
	Iteration 32Q: 3 clusters Score -3386260 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -3386287.750000 Penalty: 5076.729492
	Iteration 33Q: 3 clusters Score -3386288 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -3386310.000000 Penalty: 5076.729492
	Iteration 34Q: 3 clusters Score -3386310 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -3386346.000000 Penalty: 5076.729492
	Iteration 35Q: 3 clusters Score -3386346 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -3386374.000000 Penalty: 5076.729492
	Iteration 36Q: 3 clusters Score -3386374 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -3386397.500000 Penalty: 5076.729492
	Iteration 37Q: 3 clusters Score -3386398 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -3386406.250000 Penalty: 5076.729492
	Iteration 38Q: 3 clusters Score -3386406 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -3386431.500000 Penalty: 5076.729492
	Iteration 39Q: 3 clusters Score -3386432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -3386443.000000 Penalty: 5076.729492
	Iteration 40F: 3 clusters Score -3386443 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -3386448.500000 Penalty: 5076.729492
	Iteration 41Q: 3 clusters Score -3386448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -3386447.750000 Penalty: 5076.729492
	Iteration 42Q: 3 clusters Score -3386448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -3386466.500000 Penalty: 5076.729492
	Iteration 43Q: 3 clusters Score -3386466 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -3386481.000000 Penalty: 5076.729492
	Iteration 44Q: 3 clusters Score -3386481 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -3386497.000000 Penalty: 5076.729492
	Iteration 45Q: 3 clusters Score -3386497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -3386504.000000 Penalty: 5076.729492
	Iteration 46Q: 3 clusters Score -3386504 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -3386518.000000 Penalty: 5076.729492
	Iteration 47Q: 3 clusters Score -3386518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -3386520.250000 Penalty: 5076.729492
	Iteration 48Q: 3 clusters Score -3386520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3386536.750000 Penalty: 5076.729492
	Iteration 49Q: 3 clusters Score -3386537 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -3386552.250000 Penalty: 5076.729492
	Iteration 50Q: 3 clusters Score -3386552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -3386554.500000 Penalty: 5076.729492
	Iteration 51Q: 3 clusters Score -3386554 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -3386569.000000 Penalty: 5076.729492
	Iteration 52Q: 3 clusters Score -3386569 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -3386583.250000 Penalty: 5076.729492
	Iteration 53Q: 3 clusters Score -3386583 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -3386585.000000 Penalty: 5076.729492
	Iteration 54Q: 3 clusters Score -3386585 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -3386590.750000 Penalty: 5076.729492
	Iteration 55Q: 3 clusters Score -3386591 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -3386593.750000 Penalty: 5076.729492
	Iteration 56Q: 3 clusters Score -3386594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -3386601.500000 Penalty: 5076.729492
	Iteration 57Q: 3 clusters Score -3386602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -3386607.250000 Penalty: 5076.729492
	Iteration 58Q: 3 clusters Score -3386607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -3386613.750000 Penalty: 5076.729492
	Iteration 59Q: 3 clusters Score -3386614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -3386611.500000 Penalty: 5076.729492
	Iteration 60F: 3 clusters Score -3386612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -3386611.500000 Penalty: 5076.729492
	Iteration 61Q: 3 clusters Score -3386612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -3386608.500000 Penalty: 5076.729492
	Iteration 62Q: 3 clusters Score -3386608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -3386608.750000 Penalty: 5076.729492
	Iteration 63Q: 3 clusters Score -3386609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -3386608.500000 Penalty: 5076.729492
	Iteration 64Q: 3 clusters Score -3386608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -3386608.500000 Penalty: 5076.729492
	Iteration 65Q: 3 clusters Score -3386608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -3386608.250000 Penalty: 5076.729492
	Iteration 66Q: 3 clusters Score -3386608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -3386617.500000 Penalty: 5076.729492
	Iteration 67Q: 3 clusters Score -3386618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -3386620.000000 Penalty: 5076.729492
	Iteration 68Q: 3 clusters Score -3386620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -3386621.250000 Penalty: 5076.729492
	Iteration 69Q: 3 clusters Score -3386621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -3386625.250000 Penalty: 5076.729492
	Iteration 70Q: 3 clusters Score -3386625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -3386629.750000 Penalty: 5076.729492
	Iteration 71Q: 3 clusters Score -3386630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -3386633.000000 Penalty: 5076.729492
	Iteration 72Q: 3 clusters Score -3386633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -3386630.250000 Penalty: 5076.729492
	Iteration 73Q: 3 clusters Score -3386630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -3386633.000000 Penalty: 5076.729492
	Iteration 74Q: 3 clusters Score -3386633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -3386641.000000 Penalty: 5076.729492
	Iteration 75Q: 3 clusters Score -3386641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -3386640.750000 Penalty: 5076.729492
	Iteration 76Q: 3 clusters Score -3386641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -3386655.500000 Penalty: 5076.729492
	Iteration 77Q: 3 clusters Score -3386656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -3386658.750000 Penalty: 5076.729492
	Iteration 78Q: 3 clusters Score -3386659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -3386663.000000 Penalty: 5076.729492
	Iteration 79Q: 3 clusters Score -3386663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -3386671.000000 Penalty: 5076.729492
	Iteration 80F: 3 clusters Score -3386671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -3386676.500000 Penalty: 5076.729492
	Iteration 81Q: 3 clusters Score -3386676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -3386674.750000 Penalty: 5076.729492
	Iteration 82Q: 3 clusters Score -3386675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -3386682.750000 Penalty: 5076.729492
	Iteration 83Q: 3 clusters Score -3386683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -3386688.750000 Penalty: 5076.729492
	Iteration 84Q: 3 clusters Score -3386689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -3386691.250000 Penalty: 5076.729492
	Iteration 85Q: 3 clusters Score -3386691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -3386690.000000 Penalty: 5076.729492
	Iteration 86Q: 3 clusters Score -3386690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -3386690.750000 Penalty: 5076.729492
	Iteration 87Q: 3 clusters Score -3386691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -3386691.000000 Penalty: 5076.729492
	Iteration 88Q: 3 clusters Score -3386691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -3386696.000000 Penalty: 5076.729492
	Iteration 89Q: 3 clusters Score -3386696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -3386704.750000 Penalty: 5076.729492
	Iteration 90Q: 3 clusters Score -3386705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -3386702.250000 Penalty: 5076.729492
	Iteration 91Q: 3 clusters Score -3386702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -3386701.000000 Penalty: 5076.729492
	Iteration 92Q: 3 clusters Score -3386701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -3386703.750000 Penalty: 5076.729492
	Iteration 93Q: 3 clusters Score -3386704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -3386703.750000 Penalty: 5076.729492
	Iteration 94F: 3 clusters Score -3386704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -163997.140625 Penalty: 1816.963501
	Iteration 0F: 2 clusters Score -163997.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -161719.500000 Penalty: 3633.927002
	Iteration 0F: 3 clusters Score -161719.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -162194.750000 Penalty: 3633.927002
	Iteration 1F: 3 clusters Score -162194.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -162351.500000 Penalty: 3633.927002
	Iteration 2F: 3 clusters Score -162351.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -162444.718750 Penalty: 3633.927002
	Iteration 3Q: 3 clusters Score -162444.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -162508.703125 Penalty: 3633.927002
	Iteration 4Q: 3 clusters Score -162508.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -162546.218750 Penalty: 3633.927002
	Iteration 5Q: 3 clusters Score -162546.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -162576.531250 Penalty: 3633.927002
	Iteration 6Q: 3 clusters Score -162576.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -162602.140625 Penalty: 3633.927002
	Iteration 7Q: 3 clusters Score -162602.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -162649.046875 Penalty: 3633.927002
	Iteration 8Q: 3 clusters Score -162649 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -162710.531250 Penalty: 3633.927002
	Iteration 9Q: 3 clusters Score -162710.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -162777.968750 Penalty: 3633.927002
	Iteration 10Q: 3 clusters Score -162778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -162867.671875 Penalty: 3633.927002
	Iteration 11Q: 3 clusters Score -162867.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -162934.671875 Penalty: 3633.927002
	Iteration 12Q: 3 clusters Score -162934.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -162994.171875 Penalty: 3633.927002
	Iteration 13Q: 3 clusters Score -162994.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -163042.171875 Penalty: 3633.927002
	Iteration 14Q: 3 clusters Score -163042.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -163067.796875 Penalty: 3633.927002
	Iteration 15Q: 3 clusters Score -163067.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -163082.046875 Penalty: 3633.927002
	Iteration 16Q: 3 clusters Score -163082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -163087.484375 Penalty: 3633.927002
	Iteration 17Q: 3 clusters Score -163087.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -163092.656250 Penalty: 3633.927002
	Iteration 18Q: 3 clusters Score -163092.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -163097.515625 Penalty: 3633.927002
	Iteration 19Q: 3 clusters Score -163097.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -163098.859375 Penalty: 3633.927002
	Iteration 20F: 3 clusters Score -163098.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -163100.703125 Penalty: 3633.927002
	Iteration 21Q: 3 clusters Score -163100.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -163102.296875 Penalty: 3633.927002
	Iteration 22Q: 3 clusters Score -163102.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -163103.218750 Penalty: 3633.927002
	Iteration 23Q: 3 clusters Score -163103.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -163105.187500 Penalty: 3633.927002
	Iteration 24Q: 3 clusters Score -163105.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -163106.609375 Penalty: 3633.927002
	Iteration 25Q: 3 clusters Score -163106.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -163106.609375 Penalty: 3633.927002
	Iteration 26F: 3 clusters Score -163106.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -90259.164062 Penalty: 1670.767822
	Iteration 0F: 2 clusters Score -90259.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -88478.398438 Penalty: 3341.535645
	Iteration 0F: 3 clusters Score -88478.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -88711.257812 Penalty: 3341.535645
	Iteration 1F: 3 clusters Score -88711.26 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -88794.093750 Penalty: 3341.535645
	Iteration 2F: 3 clusters Score -88794.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -88852.093750 Penalty: 3341.535645
	Iteration 3Q: 3 clusters Score -88852.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -88915.523438 Penalty: 3341.535645
	Iteration 4Q: 3 clusters Score -88915.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -88980.242188 Penalty: 3341.535645
	Iteration 5Q: 3 clusters Score -88980.24 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -89110.078125 Penalty: 3341.535645
	Iteration 6Q: 3 clusters Score -89110.08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -89284.765625 Penalty: 3341.535645
	Iteration 7F: 3 clusters Score -89284.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -89518.718750 Penalty: 3341.535645
	Iteration 8F: 3 clusters Score -89518.72 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -89663.664062 Penalty: 3341.535645
	Iteration 9F: 3 clusters Score -89663.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -89770.093750 Penalty: 3341.535645
	Iteration 10Q: 3 clusters Score -89770.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -89825.265625 Penalty: 3341.535645
	Iteration 11Q: 3 clusters Score -89825.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -89883.234375 Penalty: 3341.535645
	Iteration 12Q: 3 clusters Score -89883.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -89974.000000 Penalty: 3341.535645
	Iteration 13Q: 3 clusters Score -89974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -90013.531250 Penalty: 3341.535645
	Iteration 14Q: 3 clusters Score -90013.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -90027.843750 Penalty: 3341.535645
	Iteration 15Q: 3 clusters Score -90027.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -90033.351562 Penalty: 3341.535645
	Iteration 16Q: 3 clusters Score -90033.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -90036.875000 Penalty: 3341.535645
	Iteration 17Q: 3 clusters Score -90036.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -90036.875000 Penalty: 3341.535645
	Iteration 18F: 3 clusters Score -90036.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Entering Unmasked Estep 
Score: -408371.031250 Penalty: 2016.911255
	Iteration 0F: 2 clusters Score -408371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -404895.968750 Penalty: 4033.822510
	Iteration 0F: 3 clusters Score -404896 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -405600.031250 Penalty: 4033.822510
	Iteration 1F: 3 clusters Score -405600 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -405768.187500 Penalty: 4033.822510
	Iteration 2F: 3 clusters Score -405768.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -405855.593750 Penalty: 4033.822510
	Iteration 3Q: 3 clusters Score -405855.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -405916.906250 Penalty: 4033.822510
	Iteration 4Q: 3 clusters Score -405916.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -405954.500000 Penalty: 4033.822510
	Iteration 5Q: 3 clusters Score -405954.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -405975.375000 Penalty: 4033.822510
	Iteration 6Q: 3 clusters Score -405975.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -405995.718750 Penalty: 4033.822510
	Iteration 7Q: 3 clusters Score -405995.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -406009.656250 Penalty: 4033.822510
	Iteration 8Q: 3 clusters Score -406009.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -406018.937500 Penalty: 4033.822510
	Iteration 9Q: 3 clusters Score -406018.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -406023.156250 Penalty: 4033.822510
	Iteration 10Q: 3 clusters Score -406023.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -406026.750000 Penalty: 4033.822510
	Iteration 11Q: 3 clusters Score -406026.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -406032.812500 Penalty: 4033.822510
	Iteration 12Q: 3 clusters Score -406032.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -406038.531250 Penalty: 4033.822510
	Iteration 13Q: 3 clusters Score -406038.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -406044.218750 Penalty: 4033.822510
	Iteration 14Q: 3 clusters Score -406044.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -406048.937500 Penalty: 4033.822510
	Iteration 15Q: 3 clusters Score -406048.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -406054.843750 Penalty: 4033.822510
	Iteration 16Q: 3 clusters Score -406054.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -406059.812500 Penalty: 4033.822510
	Iteration 17Q: 3 clusters Score -406059.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -406061.281250 Penalty: 4033.822510
	Iteration 18Q: 3 clusters Score -406061.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -406065.625000 Penalty: 4033.822510
	Iteration 19Q: 3 clusters Score -406065.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -406070.750000 Penalty: 4033.822510
	Iteration 20F: 3 clusters Score -406070.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -406074.906250 Penalty: 4033.822510
	Iteration 21Q: 3 clusters Score -406074.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -406079.781250 Penalty: 4033.822510
	Iteration 22Q: 3 clusters Score -406079.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -406083.531250 Penalty: 4033.822510
	Iteration 23Q: 3 clusters Score -406083.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -406085.906250 Penalty: 4033.822510
	Iteration 24Q: 3 clusters Score -406085.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -406087.656250 Penalty: 4033.822510
	Iteration 25Q: 3 clusters Score -406087.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -406089.406250 Penalty: 4033.822510
	Iteration 26Q: 3 clusters Score -406089.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -406091.843750 Penalty: 4033.822510
	Iteration 27Q: 3 clusters Score -406091.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -406093.750000 Penalty: 4033.822510
	Iteration 28Q: 3 clusters Score -406093.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -406095.781250 Penalty: 4033.822510
	Iteration 29Q: 3 clusters Score -406095.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -406096.812500 Penalty: 4033.822510
	Iteration 30Q: 3 clusters Score -406096.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -406097.937500 Penalty: 4033.822510
	Iteration 31Q: 3 clusters Score -406097.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -406098.781250 Penalty: 4033.822510
	Iteration 32Q: 3 clusters Score -406098.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -406100.312500 Penalty: 4033.822510
	Iteration 33Q: 3 clusters Score -406100.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -406101.593750 Penalty: 4033.822510
	Iteration 34Q: 3 clusters Score -406101.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -406101.562500 Penalty: 4033.822510
	Iteration 35Q: 3 clusters Score -406101.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -406101.562500 Penalty: 4033.822510
	Iteration 36F: 3 clusters Score -406101.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Entering Unmasked Estep 
Score: -2910709.750000 Penalty: 2501.910156
	Iteration 0F: 2 clusters Score -2910710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2894036.500000 Penalty: 5003.820312
	Iteration 0F: 3 clusters Score -2894036 nChanged 10733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2899800.750000 Penalty: 5003.820312
	Iteration 1F: 3 clusters Score -2899801 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2900223.000000 Penalty: 5003.820312
	Iteration 2F: 3 clusters Score -2900223 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2900566.500000 Penalty: 5003.820312
	Iteration 3Q: 3 clusters Score -2900566 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2900888.000000 Penalty: 5003.820312
	Iteration 4Q: 3 clusters Score -2900888 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -2901278.750000 Penalty: 5003.820312
	Iteration 5Q: 3 clusters Score -2901279 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2901669.000000 Penalty: 5003.820312
	Iteration 6Q: 3 clusters Score -2901669 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2902148.250000 Penalty: 5003.820312
	Iteration 7Q: 3 clusters Score -2902148 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2902829.500000 Penalty: 5003.820312
	Iteration 8Q: 3 clusters Score -2902830 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2903767.000000 Penalty: 5003.820312
	Iteration 9F: 3 clusters Score -2903767 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -2904931.250000 Penalty: 5003.820312
	Iteration 10F: 3 clusters Score -2904931 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -2906108.500000 Penalty: 5003.820312
	Iteration 11F: 3 clusters Score -2906108 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -2907074.250000 Penalty: 5003.820312
	Iteration 12Q: 3 clusters Score -2907074 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -2907674.000000 Penalty: 5003.820312
	Iteration 13Q: 3 clusters Score -2907674 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -2908049.000000 Penalty: 5003.820312
	Iteration 14Q: 3 clusters Score -2908049 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -2908258.250000 Penalty: 5003.820312
	Iteration 15Q: 3 clusters Score -2908258 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -2908395.500000 Penalty: 5003.820312
	Iteration 16Q: 3 clusters Score -2908396 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -2908477.000000 Penalty: 5003.820312
	Iteration 17Q: 3 clusters Score -2908477 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -2908522.500000 Penalty: 5003.820312
	Iteration 18Q: 3 clusters Score -2908522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -2908554.250000 Penalty: 5003.820312
	Iteration 19Q: 3 clusters Score -2908554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -2908585.000000 Penalty: 5003.820312
	Iteration 20F: 3 clusters Score -2908585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -2908596.000000 Penalty: 5003.820312
	Iteration 21Q: 3 clusters Score -2908596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -2908605.750000 Penalty: 5003.820312
	Iteration 22Q: 3 clusters Score -2908606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -2908613.000000 Penalty: 5003.820312
	Iteration 23Q: 3 clusters Score -2908613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -2908629.500000 Penalty: 5003.820312
	Iteration 24Q: 3 clusters Score -2908630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -2908639.750000 Penalty: 5003.820312
	Iteration 25Q: 3 clusters Score -2908640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -2908655.750000 Penalty: 5003.820312
	Iteration 26Q: 3 clusters Score -2908656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -2908659.750000 Penalty: 5003.820312
	Iteration 27Q: 3 clusters Score -2908660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -2908666.750000 Penalty: 5003.820312
	Iteration 28Q: 3 clusters Score -2908667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -2908666.750000 Penalty: 5003.820312
	Iteration 29Q: 3 clusters Score -2908667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -2908668.000000 Penalty: 5003.820312
	Iteration 30Q: 3 clusters Score -2908668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -2908668.000000 Penalty: 5003.820312
	Iteration 31F: 3 clusters Score -2908668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Entering Unmasked Estep 
Score: -2159189.750000 Penalty: 2427.943604
	Iteration 0F: 2 clusters Score -2159190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2146400.250000 Penalty: 4855.887207
	Iteration 0F: 3 clusters Score -2146400 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2150673.000000 Penalty: 4855.887207
	Iteration 1F: 3 clusters Score -2150673 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2151079.500000 Penalty: 4855.887207
	Iteration 2F: 3 clusters Score -2151080 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2151422.000000 Penalty: 4855.887207
	Iteration 3Q: 3 clusters Score -2151422 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2151708.500000 Penalty: 4855.887207
	Iteration 4Q: 3 clusters Score -2151708 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2151966.250000 Penalty: 4855.887207
	Iteration 5Q: 3 clusters Score -2151966 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2152248.000000 Penalty: 4855.887207
	Iteration 6Q: 3 clusters Score -2152248 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2152537.000000 Penalty: 4855.887207
	Iteration 7Q: 3 clusters Score -2152537 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2152888.750000 Penalty: 4855.887207
	Iteration 8Q: 3 clusters Score -2152889 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2153344.750000 Penalty: 4855.887207
	Iteration 9Q: 3 clusters Score -2153345 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2153961.250000 Penalty: 4855.887207
	Iteration 10F: 3 clusters Score -2153961 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2154651.500000 Penalty: 4855.887207
	Iteration 11F: 3 clusters Score -2154652 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2155355.750000 Penalty: 4855.887207
	Iteration 12Q: 3 clusters Score -2155356 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2155929.000000 Penalty: 4855.887207
	Iteration 13Q: 3 clusters Score -2155929 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2156370.750000 Penalty: 4855.887207
	Iteration 14Q: 3 clusters Score -2156371 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2156638.500000 Penalty: 4855.887207
	Iteration 15Q: 3 clusters Score -2156638 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2156770.000000 Penalty: 4855.887207
	Iteration 16Q: 3 clusters Score -2156770 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2156858.000000 Penalty: 4855.887207
	Iteration 17Q: 3 clusters Score -2156858 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2156908.750000 Penalty: 4855.887207
	Iteration 18Q: 3 clusters Score -2156909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2156943.750000 Penalty: 4855.887207
	Iteration 19Q: 3 clusters Score -2156944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2156982.250000 Penalty: 4855.887207
	Iteration 20F: 3 clusters Score -2156982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2157012.500000 Penalty: 4855.887207
	Iteration 21Q: 3 clusters Score -2157012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2157035.250000 Penalty: 4855.887207
	Iteration 22Q: 3 clusters Score -2157035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2157047.250000 Penalty: 4855.887207
	Iteration 23Q: 3 clusters Score -2157047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2157062.250000 Penalty: 4855.887207
	Iteration 24Q: 3 clusters Score -2157062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2157068.250000 Penalty: 4855.887207
	Iteration 25Q: 3 clusters Score -2157068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2157068.500000 Penalty: 4855.887207
	Iteration 26Q: 3 clusters Score -2157068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2157071.000000 Penalty: 4855.887207
	Iteration 27Q: 3 clusters Score -2157071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2157073.250000 Penalty: 4855.887207
	Iteration 28Q: 3 clusters Score -2157073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2157077.750000 Penalty: 4855.887207
	Iteration 29Q: 3 clusters Score -2157078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2157077.250000 Penalty: 4855.887207
	Iteration 30Q: 3 clusters Score -2157077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2157081.500000 Penalty: 4855.887207
	Iteration 31Q: 3 clusters Score -2157082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2157081.750000 Penalty: 4855.887207
	Iteration 32Q: 3 clusters Score -2157082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2157083.500000 Penalty: 4855.887207
	Iteration 33Q: 3 clusters Score -2157084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2157088.250000 Penalty: 4855.887207
	Iteration 34Q: 3 clusters Score -2157088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2157090.750000 Penalty: 4855.887207
	Iteration 35Q: 3 clusters Score -2157091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2157098.750000 Penalty: 4855.887207
	Iteration 36Q: 3 clusters Score -2157099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2157108.000000 Penalty: 4855.887207
	Iteration 37Q: 3 clusters Score -2157108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2157111.750000 Penalty: 4855.887207
	Iteration 38Q: 3 clusters Score -2157112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2157111.500000 Penalty: 4855.887207
	Iteration 39Q: 3 clusters Score -2157112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2157111.500000 Penalty: 4855.887207
	Iteration 40F: 3 clusters Score -2157112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -31524.550781 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -31524.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30343.605469 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -30343.61 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30596.162109 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -30596.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -30713.974609 Penalty: 2868.777344
	Iteration 2F: 3 clusters Score -30713.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -30835.119141 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -30835.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -30922.414062 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -30922.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30973.958984 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -30973.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -31020.478516 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -31020.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -31055.767578 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -31055.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -31092.603516 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -31092.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -31108.007812 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -31108.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -31127.751953 Penalty: 2868.777344
	Iteration 10Q: 3 clusters Score -31127.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -31151.998047 Penalty: 2868.777344
	Iteration 11Q: 3 clusters Score -31152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -31158.302734 Penalty: 2868.777344
	Iteration 12Q: 3 clusters Score -31158.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -31163.087891 Penalty: 2868.777344
	Iteration 13Q: 3 clusters Score -31163.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -31167.873047 Penalty: 2868.777344
	Iteration 14Q: 3 clusters Score -31167.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -31170.833984 Penalty: 2868.777344
	Iteration 15F: 3 clusters Score -31170.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -31280.574219 Penalty: 2868.777344
	Iteration 16Q: 3 clusters Score -31280.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -31297.382812 Penalty: 2868.777344
	Iteration 17Q: 3 clusters Score -31297.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -31309.722656 Penalty: 2868.777344
	Iteration 18Q: 3 clusters Score -31309.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -31331.613281 Penalty: 2868.777344
	Iteration 19Q: 3 clusters Score -31331.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -31345.128906 Penalty: 2868.777344
	Iteration 20F: 3 clusters Score -31345.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Entering Unmasked Estep 
Score: -261555.156250 Penalty: 1920.007935
	Iteration 0F: 2 clusters Score -261555.2 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 1156 members 
Entering Unmasked Estep 
Score: -258711.187500 Penalty: 3840.015869
	Iteration 0F: 3 clusters Score -258711.2 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -259258.000000 Penalty: 3840.015869
	Iteration 1F: 3 clusters Score -259258 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -259462.843750 Penalty: 3840.015869
	Iteration 2F: 3 clusters Score -259462.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -259630.015625 Penalty: 3840.015869
	Iteration 3F: 3 clusters Score -259630 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -259789.078125 Penalty: 3840.015869
	Iteration 4F: 3 clusters Score -259789.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -259991.000000 Penalty: 3840.015869
	Iteration 5F: 3 clusters Score -259991 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -260256.515625 Penalty: 3840.015869
	Iteration 6F: 3 clusters Score -260256.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -260509.140625 Penalty: 3840.015869
	Iteration 7F: 3 clusters Score -260509.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -260681.406250 Penalty: 3840.015869
	Iteration 8Q: 3 clusters Score -260681.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -260801.359375 Penalty: 3840.015869
	Iteration 9Q: 3 clusters Score -260801.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -260858.453125 Penalty: 3840.015869
	Iteration 10Q: 3 clusters Score -260858.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -260889.890625 Penalty: 3840.015869
	Iteration 11Q: 3 clusters Score -260889.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -260925.328125 Penalty: 3840.015869
	Iteration 12Q: 3 clusters Score -260925.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -260949.953125 Penalty: 3840.015869
	Iteration 13Q: 3 clusters Score -260950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -260976.359375 Penalty: 3840.015869
	Iteration 14Q: 3 clusters Score -260976.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -260991.281250 Penalty: 3840.015869
	Iteration 15Q: 3 clusters Score -260991.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -260999.109375 Penalty: 3840.015869
	Iteration 16Q: 3 clusters Score -260999.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -261009.437500 Penalty: 3840.015869
	Iteration 17Q: 3 clusters Score -261009.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -261017.015625 Penalty: 3840.015869
	Iteration 18Q: 3 clusters Score -261017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -261026.906250 Penalty: 3840.015869
	Iteration 19Q: 3 clusters Score -261026.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -261038.890625 Penalty: 3840.015869
	Iteration 20F: 3 clusters Score -261038.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -261050.265625 Penalty: 3840.015869
	Iteration 21Q: 3 clusters Score -261050.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -261056.515625 Penalty: 3840.015869
	Iteration 22Q: 3 clusters Score -261056.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -261059.328125 Penalty: 3840.015869
	Iteration 23Q: 3 clusters Score -261059.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -261059.562500 Penalty: 3840.015869
	Iteration 24Q: 3 clusters Score -261059.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -261059.562500 Penalty: 3840.015869
	Iteration 25F: 3 clusters Score -261059.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (69230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69230 members 
Entering Unmasked Estep 
Score: -8322261.000000 Penalty: 2764.006836
	Iteration 0F: 2 clusters Score -8322261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -8275998.000000 Penalty: 5528.013672
	Iteration 0F: 3 clusters Score -8275998 nChanged 32237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -8294872.500000 Penalty: 5528.013672
	Iteration 1F: 3 clusters Score -8294872 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -8296543.000000 Penalty: 5528.013672
	Iteration 2Q: 3 clusters Score -8296543 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -8298723.500000 Penalty: 5528.013672
	Iteration 3F: 3 clusters Score -8298724 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -8301524.500000 Penalty: 5528.013672
	Iteration 4F: 3 clusters Score -8301524 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -8304808.000000 Penalty: 5528.013672
	Iteration 5F: 3 clusters Score -8304808 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -8308231.000000 Penalty: 5528.013672
	Iteration 6F: 3 clusters Score -8308231 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 58715 members 
Entering Unmasked Estep 
Score: -8311715.500000 Penalty: 5528.013672
	Iteration 7F: 3 clusters Score -8311716 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 62278 members 
Entering Unmasked Estep 
Score: -8314801.000000 Penalty: 5528.013672
	Iteration 8F: 3 clusters Score -8314801 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 64816 members 
Entering Unmasked Estep 
Score: -8316940.500000 Penalty: 5528.013672
	Iteration 9Q: 3 clusters Score -8316940 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 66387 members 
Entering Unmasked Estep 
Score: -8318255.500000 Penalty: 5528.013672
	Iteration 10Q: 3 clusters Score -8318256 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 67256 members 
Entering Unmasked Estep 
Score: -8318968.000000 Penalty: 5528.013672
	Iteration 11Q: 3 clusters Score -8318968 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 67700 members 
Entering Unmasked Estep 
Score: -8319343.000000 Penalty: 5528.013672
	Iteration 12Q: 3 clusters Score -8319343 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 67922 members 
Entering Unmasked Estep 
Score: -8319536.500000 Penalty: 5528.013672
	Iteration 13Q: 3 clusters Score -8319536 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 68037 members 
Entering Unmasked Estep 
Score: -8319643.000000 Penalty: 5528.013672
	Iteration 14Q: 3 clusters Score -8319643 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 68131 members 
Entering Unmasked Estep 
Score: -8319743.500000 Penalty: 5528.013672
	Iteration 15Q: 3 clusters Score -8319744 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 68190 members 
Entering Unmasked Estep 
Score: -8319812.500000 Penalty: 5528.013672
	Iteration 16Q: 3 clusters Score -8319812 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 68239 members 
Entering Unmasked Estep 
Score: -8319859.500000 Penalty: 5528.013672
	Iteration 17Q: 3 clusters Score -8319860 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 68279 members 
Entering Unmasked Estep 
Score: -8319894.000000 Penalty: 5528.013672
	Iteration 18Q: 3 clusters Score -8319894 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 68303 members 
Entering Unmasked Estep 
Score: -8319936.500000 Penalty: 5528.013672
	Iteration 19Q: 3 clusters Score -8319936 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 68319 members 
Entering Unmasked Estep 
Score: -8319947.500000 Penalty: 5528.013672
	Iteration 20F: 3 clusters Score -8319948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 68335 members 
Entering Unmasked Estep 
Score: -8319974.000000 Penalty: 5528.013672
	Iteration 21Q: 3 clusters Score -8319974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 68351 members 
Entering Unmasked Estep 
Score: -8319972.000000 Penalty: 5528.013672
	Iteration 22Q: 3 clusters Score -8319972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 68363 members 
Entering Unmasked Estep 
Score: -8319993.500000 Penalty: 5528.013672
	Iteration 23Q: 3 clusters Score -8319994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 68372 members 
Entering Unmasked Estep 
Score: -8319990.000000 Penalty: 5528.013672
	Iteration 24Q: 3 clusters Score -8319990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 68376 members 
Entering Unmasked Estep 
Score: -8320004.500000 Penalty: 5528.013672
	Iteration 25Q: 3 clusters Score -8320004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -8320006.000000 Penalty: 5528.013672
	Iteration 26Q: 3 clusters Score -8320006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 68376 members 
Entering Unmasked Estep 
Score: -8320011.000000 Penalty: 5528.013672
	Iteration 27Q: 3 clusters Score -8320011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 68380 members 
Entering Unmasked Estep 
Score: -8320009.000000 Penalty: 5528.013672
	Iteration 28Q: 3 clusters Score -8320009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 68380 members 
Entering Unmasked Estep 
Score: -8320009.000000 Penalty: 5528.013672
	Iteration 29F: 3 clusters Score -8320009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (220722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220722 members 
Entering Unmasked Estep 
Score: -26290930.000000 Penalty: 3051.555420
	Iteration 0F: 2 clusters Score -2.629093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110000 members 
Mstep: Class 2 contains 110722 members 
Entering Unmasked Estep 
Score: -26152842.000000 Penalty: 6103.110840
	Iteration 0F: 3 clusters Score -2.615284e+07 nChanged 106522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106412 members 
Mstep: Class 2 contains 114310 members 
Entering Unmasked Estep 
Score: -26214924.000000 Penalty: 6103.110840
	Iteration 1F: 3 clusters Score -2.621492e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104465 members 
Mstep: Class 2 contains 116257 members 
Entering Unmasked Estep 
Score: -26216072.000000 Penalty: 6103.110840
	Iteration 2Q: 3 clusters Score -2.621607e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101286 members 
Mstep: Class 2 contains 119436 members 
Entering Unmasked Estep 
Score: -26217690.000000 Penalty: 6103.110840
	Iteration 3Q: 3 clusters Score -2.621769e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96271 members 
Mstep: Class 2 contains 124451 members 
Entering Unmasked Estep 
Score: -26220046.000000 Penalty: 6103.110840
	Iteration 4Q: 3 clusters Score -2.622005e+07 nChanged 9393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88704 members 
Mstep: Class 2 contains 132018 members 
Entering Unmasked Estep 
Score: -26224034.000000 Penalty: 6103.110840
	Iteration 5Q: 3 clusters Score -2.622403e+07 nChanged 12018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77962 members 
Mstep: Class 2 contains 142760 members 
Entering Unmasked Estep 
Score: -26230704.000000 Penalty: 6103.110840
	Iteration 6F: 3 clusters Score -2.62307e+07 nChanged 14785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63945 members 
Mstep: Class 2 contains 156777 members 
Entering Unmasked Estep 
Score: -26240406.000000 Penalty: 6103.110840
	Iteration 7F: 3 clusters Score -2.624041e+07 nChanged 16014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 172189 members 
Entering Unmasked Estep 
Score: -26252956.000000 Penalty: 6103.110840
	Iteration 8F: 3 clusters Score -2.625296e+07 nChanged 14377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 185982 members 
Entering Unmasked Estep 
Score: -26264592.000000 Penalty: 6103.110840
	Iteration 9F: 3 clusters Score -2.626459e+07 nChanged 10653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 195867 members 
Entering Unmasked Estep 
Score: -26275794.000000 Penalty: 6103.110840
	Iteration 10Q: 3 clusters Score -2.627579e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 203018 members 
Entering Unmasked Estep 
Score: -26282970.000000 Penalty: 6103.110840
	Iteration 11Q: 3 clusters Score -2.628297e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 208082 members 
Entering Unmasked Estep 
Score: -26286658.000000 Penalty: 6103.110840
	Iteration 12Q: 3 clusters Score -2.628666e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 211777 members 
Entering Unmasked Estep 
Score: -26288748.000000 Penalty: 6103.110840
	Iteration 13Q: 3 clusters Score -2.628875e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 214426 members 
Entering Unmasked Estep 
Score: -26289458.000000 Penalty: 6103.110840
	Iteration 14Q: 3 clusters Score -2.628946e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 216314 members 
Entering Unmasked Estep 
Score: -26289766.000000 Penalty: 6103.110840
	Iteration 15Q: 3 clusters Score -2.628977e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 217524 members 
Entering Unmasked Estep 
Score: -26289750.000000 Penalty: 6103.110840
	Iteration 16Q: 3 clusters Score -2.628975e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 218285 members 
Entering Unmasked Estep 
Score: -26289572.000000 Penalty: 6103.110840
	Iteration 17Q: 3 clusters Score -2.628957e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 218803 members 
Entering Unmasked Estep 
Score: -26289528.000000 Penalty: 6103.110840
	Iteration 18Q: 3 clusters Score -2.628953e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 219128 members 
Entering Unmasked Estep 
Score: -26289392.000000 Penalty: 6103.110840
	Iteration 19Q: 3 clusters Score -2.628939e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 219338 members 
Entering Unmasked Estep 
Score: -26289346.000000 Penalty: 6103.110840
	Iteration 20F: 3 clusters Score -2.628935e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 219501 members 
Entering Unmasked Estep 
Score: -26289336.000000 Penalty: 6103.110840
	Iteration 21Q: 3 clusters Score -2.628934e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 219613 members 
Entering Unmasked Estep 
Score: -26289278.000000 Penalty: 6103.110840
	Iteration 22Q: 3 clusters Score -2.628928e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 219696 members 
Entering Unmasked Estep 
Score: -26289254.000000 Penalty: 6103.110840
	Iteration 23Q: 3 clusters Score -2.628925e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 219762 members 
Entering Unmasked Estep 
Score: -26289236.000000 Penalty: 6103.110840
	Iteration 24Q: 3 clusters Score -2.628924e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 219819 members 
Entering Unmasked Estep 
Score: -26289220.000000 Penalty: 6103.110840
	Iteration 25Q: 3 clusters Score -2.628922e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 219857 members 
Entering Unmasked Estep 
Score: -26289238.000000 Penalty: 6103.110840
	Iteration 26Q: 3 clusters Score -2.628924e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 219900 members 
Entering Unmasked Estep 
Score: -26289218.000000 Penalty: 6103.110840
	Iteration 27Q: 3 clusters Score -2.628922e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 219920 members 
Entering Unmasked Estep 
Score: -26289228.000000 Penalty: 6103.110840
	Iteration 28Q: 3 clusters Score -2.628923e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 219944 members 
Entering Unmasked Estep 
Score: -26289232.000000 Penalty: 6103.110840
	Iteration 29Q: 3 clusters Score -2.628923e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 219965 members 
Entering Unmasked Estep 
Score: -26289216.000000 Penalty: 6103.110840
	Iteration 30Q: 3 clusters Score -2.628922e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 219983 members 
Entering Unmasked Estep 
Score: -26289196.000000 Penalty: 6103.110840
	Iteration 31Q: 3 clusters Score -2.62892e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 219993 members 
Entering Unmasked Estep 
Score: -26289202.000000 Penalty: 6103.110840
	Iteration 32Q: 3 clusters Score -2.62892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 219998 members 
Entering Unmasked Estep 
Score: -26289212.000000 Penalty: 6103.110840
	Iteration 33Q: 3 clusters Score -2.628921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 220008 members 
Entering Unmasked Estep 
Score: -26289216.000000 Penalty: 6103.110840
	Iteration 34Q: 3 clusters Score -2.628922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 220013 members 
Entering Unmasked Estep 
Score: -26289212.000000 Penalty: 6103.110840
	Iteration 35Q: 3 clusters Score -2.628921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 220019 members 
Entering Unmasked Estep 
Score: -26289192.000000 Penalty: 6103.110840
	Iteration 36Q: 3 clusters Score -2.628919e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 220022 members 
Entering Unmasked Estep 
Score: -26289210.000000 Penalty: 6103.110840
	Iteration 37Q: 3 clusters Score -2.628921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 220020 members 
Entering Unmasked Estep 
Score: -26289220.000000 Penalty: 6103.110840
	Iteration 38Q: 3 clusters Score -2.628922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 220023 members 
Entering Unmasked Estep 
Score: -26289206.000000 Penalty: 6103.110840
	Iteration 39Q: 3 clusters Score -2.628921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 220024 members 
Entering Unmasked Estep 
Score: -26289200.000000 Penalty: 6103.110840
	Iteration 40F: 3 clusters Score -2.62892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 220024 members 
Entering Unmasked Estep 
Score: -26289204.000000 Penalty: 6103.110840
	Iteration 41Q: 3 clusters Score -2.62892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 220025 members 
Entering Unmasked Estep 
Score: -26289190.000000 Penalty: 6103.110840
	Iteration 42Q: 3 clusters Score -2.628919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 220026 members 
Entering Unmasked Estep 
Score: -26289192.000000 Penalty: 6103.110840
	Iteration 43Q: 3 clusters Score -2.628919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 220027 members 
Entering Unmasked Estep 
Score: -26289196.000000 Penalty: 6103.110840
	Iteration 44Q: 3 clusters Score -2.62892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 220026 members 
Entering Unmasked Estep 
Score: -26289196.000000 Penalty: 6103.110840
	Iteration 45Q: 3 clusters Score -2.62892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 220026 members 
Entering Unmasked Estep 
Score: -26289196.000000 Penalty: 6103.110840
	Iteration 46F: 3 clusters Score -2.62892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Entering Unmasked Estep 
Score: -5439638.000000 Penalty: 2665.270020
	Iteration 0F: 2 clusters Score -5439638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -5408398.000000 Penalty: 5330.540039
	Iteration 0F: 3 clusters Score -5408398 nChanged 21332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -5420054.500000 Penalty: 5330.540039
	Iteration 1F: 3 clusters Score -5420054 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -5420599.000000 Penalty: 5330.540039
	Iteration 2Q: 3 clusters Score -5420599 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -5421149.500000 Penalty: 5330.540039
	Iteration 3Q: 3 clusters Score -5421150 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -5421813.500000 Penalty: 5330.540039
	Iteration 4Q: 3 clusters Score -5421814 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -5422724.500000 Penalty: 5330.540039
	Iteration 5Q: 3 clusters Score -5422724 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -5424114.000000 Penalty: 5330.540039
	Iteration 6F: 3 clusters Score -5424114 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -5426267.000000 Penalty: 5330.540039
	Iteration 7F: 3 clusters Score -5426267 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -5429181.500000 Penalty: 5330.540039
	Iteration 8F: 3 clusters Score -5429182 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -5432291.000000 Penalty: 5330.540039
	Iteration 9F: 3 clusters Score -5432291 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -5434783.000000 Penalty: 5330.540039
	Iteration 10F: 3 clusters Score -5434783 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5436209.500000 Penalty: 5330.540039
	Iteration 11Q: 3 clusters Score -5436210 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5436900.500000 Penalty: 5330.540039
	Iteration 12Q: 3 clusters Score -5436900 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5437186.000000 Penalty: 5330.540039
	Iteration 13Q: 3 clusters Score -5437186 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5437303.500000 Penalty: 5330.540039
	Iteration 14Q: 3 clusters Score -5437304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5437349.000000 Penalty: 5330.540039
	Iteration 15Q: 3 clusters Score -5437349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5437372.000000 Penalty: 5330.540039
	Iteration 16Q: 3 clusters Score -5437372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5437388.000000 Penalty: 5330.540039
	Iteration 17Q: 3 clusters Score -5437388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5437405.500000 Penalty: 5330.540039
	Iteration 18Q: 3 clusters Score -5437406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5437420.000000 Penalty: 5330.540039
	Iteration 19Q: 3 clusters Score -5437420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5437427.000000 Penalty: 5330.540039
	Iteration 20F: 3 clusters Score -5437427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5437422.000000 Penalty: 5330.540039
	Iteration 21Q: 3 clusters Score -5437422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5437426.500000 Penalty: 5330.540039
	Iteration 22Q: 3 clusters Score -5437426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5437435.000000 Penalty: 5330.540039
	Iteration 23Q: 3 clusters Score -5437435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5437440.500000 Penalty: 5330.540039
	Iteration 24Q: 3 clusters Score -5437440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5437440.500000 Penalty: 5330.540039
	Iteration 25Q: 3 clusters Score -5437440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5437448.000000 Penalty: 5330.540039
	Iteration 26Q: 3 clusters Score -5437448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5437446.500000 Penalty: 5330.540039
	Iteration 27Q: 3 clusters Score -5437446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5437450.000000 Penalty: 5330.540039
	Iteration 28Q: 3 clusters Score -5437450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5437451.500000 Penalty: 5330.540039
	Iteration 29Q: 3 clusters Score -5437452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5437451.500000 Penalty: 5330.540039
	Iteration 30F: 3 clusters Score -5437452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Entering Unmasked Estep 
Score: -526323.375000 Penalty: 2079.318115
	Iteration 0F: 2 clusters Score -526323.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -522143.750000 Penalty: 4158.636230
	Iteration 0F: 3 clusters Score -522143.8 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -523059.093750 Penalty: 4158.636230
	Iteration 1F: 3 clusters Score -523059.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -523257.906250 Penalty: 4158.636230
	Iteration 2F: 3 clusters Score -523257.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -523375.406250 Penalty: 4158.636230
	Iteration 3Q: 3 clusters Score -523375.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -523440.281250 Penalty: 4158.636230
	Iteration 4Q: 3 clusters Score -523440.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -523482.437500 Penalty: 4158.636230
	Iteration 5Q: 3 clusters Score -523482.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -523511.062500 Penalty: 4158.636230
	Iteration 6Q: 3 clusters Score -523511.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -523540.656250 Penalty: 4158.636230
	Iteration 7Q: 3 clusters Score -523540.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -523566.375000 Penalty: 4158.636230
	Iteration 8Q: 3 clusters Score -523566.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -523580.437500 Penalty: 4158.636230
	Iteration 9Q: 3 clusters Score -523580.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -523591.500000 Penalty: 4158.636230
	Iteration 10Q: 3 clusters Score -523591.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -523603.468750 Penalty: 4158.636230
	Iteration 11Q: 3 clusters Score -523603.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -523613.937500 Penalty: 4158.636230
	Iteration 12Q: 3 clusters Score -523613.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -523631.281250 Penalty: 4158.636230
	Iteration 13Q: 3 clusters Score -523631.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -523647.218750 Penalty: 4158.636230
	Iteration 14Q: 3 clusters Score -523647.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -523668.406250 Penalty: 4158.636230
	Iteration 15Q: 3 clusters Score -523668.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -523682.750000 Penalty: 4158.636230
	Iteration 16Q: 3 clusters Score -523682.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -523701.156250 Penalty: 4158.636230
	Iteration 17Q: 3 clusters Score -523701.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -523721.250000 Penalty: 4158.636230
	Iteration 18Q: 3 clusters Score -523721.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -523741.281250 Penalty: 4158.636230
	Iteration 19Q: 3 clusters Score -523741.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -523765.781250 Penalty: 4158.636230
	Iteration 20F: 3 clusters Score -523765.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -523789.187500 Penalty: 4158.636230
	Iteration 21Q: 3 clusters Score -523789.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -523820.906250 Penalty: 4158.636230
	Iteration 22Q: 3 clusters Score -523820.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -523866.593750 Penalty: 4158.636230
	Iteration 23Q: 3 clusters Score -523866.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -523908.687500 Penalty: 4158.636230
	Iteration 24Q: 3 clusters Score -523908.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -523955.375000 Penalty: 4158.636230
	Iteration 25Q: 3 clusters Score -523955.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -523996.812500 Penalty: 4158.636230
	Iteration 26Q: 3 clusters Score -523996.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -524046.218750 Penalty: 4158.636230
	Iteration 27Q: 3 clusters Score -524046.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -524098.500000 Penalty: 4158.636230
	Iteration 28Q: 3 clusters Score -524098.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -524149.500000 Penalty: 4158.636230
	Iteration 29Q: 3 clusters Score -524149.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -524201.250000 Penalty: 4158.636230
	Iteration 30Q: 3 clusters Score -524201.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -524259.718750 Penalty: 4158.636230
	Iteration 31Q: 3 clusters Score -524259.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -524321.750000 Penalty: 4158.636230
	Iteration 32Q: 3 clusters Score -524321.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -524387.750000 Penalty: 4158.636230
	Iteration 33Q: 3 clusters Score -524387.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -524438.312500 Penalty: 4158.636230
	Iteration 34Q: 3 clusters Score -524438.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -524475.125000 Penalty: 4158.636230
	Iteration 35Q: 3 clusters Score -524475.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -524496.312500 Penalty: 4158.636230
	Iteration 36Q: 3 clusters Score -524496.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -524517.437500 Penalty: 4158.636230
	Iteration 37Q: 3 clusters Score -524517.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -524533.812500 Penalty: 4158.636230
	Iteration 38Q: 3 clusters Score -524533.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -524550.937500 Penalty: 4158.636230
	Iteration 39Q: 3 clusters Score -524550.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -524565.875000 Penalty: 4158.636230
	Iteration 40F: 3 clusters Score -524565.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -524579.312500 Penalty: 4158.636230
	Iteration 41Q: 3 clusters Score -524579.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -524587.000000 Penalty: 4158.636230
	Iteration 42Q: 3 clusters Score -524587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -524596.312500 Penalty: 4158.636230
	Iteration 43Q: 3 clusters Score -524596.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -524602.750000 Penalty: 4158.636230
	Iteration 44Q: 3 clusters Score -524602.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -524606.500000 Penalty: 4158.636230
	Iteration 45Q: 3 clusters Score -524606.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -524610.500000 Penalty: 4158.636230
	Iteration 46Q: 3 clusters Score -524610.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -524611.812500 Penalty: 4158.636230
	Iteration 47Q: 3 clusters Score -524611.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -524613.875000 Penalty: 4158.636230
	Iteration 48Q: 3 clusters Score -524613.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -524619.375000 Penalty: 4158.636230
	Iteration 49Q: 3 clusters Score -524619.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -524622.250000 Penalty: 4158.636230
	Iteration 50Q: 3 clusters Score -524622.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -524622.125000 Penalty: 4158.636230
	Iteration 51Q: 3 clusters Score -524622.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -524623.875000 Penalty: 4158.636230
	Iteration 52Q: 3 clusters Score -524623.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -524625.437500 Penalty: 4158.636230
	Iteration 53Q: 3 clusters Score -524625.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -524625.437500 Penalty: 4158.636230
	Iteration 54F: 3 clusters Score -524625.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Entering Unmasked Estep 
Score: -571143.062500 Penalty: 2111.419189
	Iteration 0F: 2 clusters Score -571143.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -566652.812500 Penalty: 4222.838379
	Iteration 0F: 3 clusters Score -566652.8 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -567763.375000 Penalty: 4222.838379
	Iteration 1F: 3 clusters Score -567763.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -568086.312500 Penalty: 4222.838379
	Iteration 2F: 3 clusters Score -568086.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -568408.250000 Penalty: 4222.838379
	Iteration 3F: 3 clusters Score -568408.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -568669.750000 Penalty: 4222.838379
	Iteration 4F: 3 clusters Score -568669.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -568881.875000 Penalty: 4222.838379
	Iteration 5F: 3 clusters Score -568881.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -569086.125000 Penalty: 4222.838379
	Iteration 6F: 3 clusters Score -569086.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -569267.312500 Penalty: 4222.838379
	Iteration 7Q: 3 clusters Score -569267.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -569418.750000 Penalty: 4222.838379
	Iteration 8Q: 3 clusters Score -569418.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -569522.750000 Penalty: 4222.838379
	Iteration 9Q: 3 clusters Score -569522.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -569602.562500 Penalty: 4222.838379
	Iteration 10Q: 3 clusters Score -569602.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -569654.750000 Penalty: 4222.838379
	Iteration 11Q: 3 clusters Score -569654.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -569699.062500 Penalty: 4222.838379
	Iteration 12Q: 3 clusters Score -569699.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -569729.500000 Penalty: 4222.838379
	Iteration 13Q: 3 clusters Score -569729.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -569751.125000 Penalty: 4222.838379
	Iteration 14Q: 3 clusters Score -569751.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -569767.500000 Penalty: 4222.838379
	Iteration 15Q: 3 clusters Score -569767.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -569782.750000 Penalty: 4222.838379
	Iteration 16Q: 3 clusters Score -569782.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -569797.000000 Penalty: 4222.838379
	Iteration 17Q: 3 clusters Score -569797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -569811.312500 Penalty: 4222.838379
	Iteration 18Q: 3 clusters Score -569811.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -569820.312500 Penalty: 4222.838379
	Iteration 19Q: 3 clusters Score -569820.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -569830.125000 Penalty: 4222.838379
	Iteration 20F: 3 clusters Score -569830.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -569847.250000 Penalty: 4222.838379
	Iteration 21Q: 3 clusters Score -569847.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -569857.562500 Penalty: 4222.838379
	Iteration 22Q: 3 clusters Score -569857.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -569864.437500 Penalty: 4222.838379
	Iteration 23Q: 3 clusters Score -569864.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -569868.062500 Penalty: 4222.838379
	Iteration 24Q: 3 clusters Score -569868.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -569872.125000 Penalty: 4222.838379
	Iteration 25Q: 3 clusters Score -569872.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -569873.375000 Penalty: 4222.838379
	Iteration 26Q: 3 clusters Score -569873.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -569874.437500 Penalty: 4222.838379
	Iteration 27Q: 3 clusters Score -569874.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -569874.437500 Penalty: 4222.838379
	Iteration 28F: 3 clusters Score -569874.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Entering Unmasked Estep 
Score: -714041.687500 Penalty: 2172.747803
	Iteration 0F: 2 clusters Score -714041.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -708697.500000 Penalty: 4345.495605
	Iteration 0F: 3 clusters Score -708697.5 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -710119.312500 Penalty: 4345.495605
	Iteration 1F: 3 clusters Score -710119.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -710527.937500 Penalty: 4345.495605
	Iteration 2F: 3 clusters Score -710527.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -710927.500000 Penalty: 4345.495605
	Iteration 3F: 3 clusters Score -710927.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -711255.562500 Penalty: 4345.495605
	Iteration 4F: 3 clusters Score -711255.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -711534.500000 Penalty: 4345.495605
	Iteration 5F: 3 clusters Score -711534.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -711810.875000 Penalty: 4345.495605
	Iteration 6Q: 3 clusters Score -711810.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -712118.750000 Penalty: 4345.495605
	Iteration 7F: 3 clusters Score -712118.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -712398.187500 Penalty: 4345.495605
	Iteration 8Q: 3 clusters Score -712398.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -712665.312500 Penalty: 4345.495605
	Iteration 9Q: 3 clusters Score -712665.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -712895.375000 Penalty: 4345.495605
	Iteration 10Q: 3 clusters Score -712895.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -713120.875000 Penalty: 4345.495605
	Iteration 11Q: 3 clusters Score -713120.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -713323.312500 Penalty: 4345.495605
	Iteration 12Q: 3 clusters Score -713323.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -713483.187500 Penalty: 4345.495605
	Iteration 13Q: 3 clusters Score -713483.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -713600.687500 Penalty: 4345.495605
	Iteration 14Q: 3 clusters Score -713600.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -713700.500000 Penalty: 4345.495605
	Iteration 15Q: 3 clusters Score -713700.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -713794.937500 Penalty: 4345.495605
	Iteration 16Q: 3 clusters Score -713794.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -713866.625000 Penalty: 4345.495605
	Iteration 17Q: 3 clusters Score -713866.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -713916.187500 Penalty: 4345.495605
	Iteration 18Q: 3 clusters Score -713916.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -713941.062500 Penalty: 4345.495605
	Iteration 19Q: 3 clusters Score -713941.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -713951.687500 Penalty: 4345.495605
	Iteration 20F: 3 clusters Score -713951.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -713960.187500 Penalty: 4345.495605
	Iteration 21Q: 3 clusters Score -713960.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -713961.500000 Penalty: 4345.495605
	Iteration 22Q: 3 clusters Score -713961.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -713962.000000 Penalty: 4345.495605
	Iteration 23Q: 3 clusters Score -713962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -713962.937500 Penalty: 4345.495605
	Iteration 24Q: 3 clusters Score -713962.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -713962.937500 Penalty: 4345.495605
	Iteration 25F: 3 clusters Score -713962.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 161380 members 
Mstep: Class 3 contains 16127 members 
Mstep: Class 4 contains 10084 members 
Mstep: Class 5 contains 42627 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 4687 members 
Mstep: Class 8 contains 27871 members 
Mstep: Class 9 contains 1520 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3404 members 
Mstep: Class 12 contains 24061 members 
Mstep: Class 13 contains 17856 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2303 members 
Mstep: Class 16 contains 69230 members 
Mstep: Class 17 contains 220722 members 
Mstep: Class 19 contains 46493 members 
Mstep: Class 20 contains 4378 members 
Mstep: Class 21 contains 4983 members 
Mstep: Class 22 contains 6381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041040.000000 Penalty: 69967.726562
Iteration 239Q: 22 clusters Score -8.004104e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 161269 members 
Mstep: Class 3 contains 16136 members 
Mstep: Class 4 contains 10104 members 
Mstep: Class 5 contains 42647 members 
Mstep: Class 6 contains 1686 members 
Mstep: Class 7 contains 4687 members 
Mstep: Class 8 contains 27880 members 
Mstep: Class 9 contains 1520 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3401 members 
Mstep: Class 12 contains 24123 members 
Mstep: Class 13 contains 17846 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 69320 members 
Mstep: Class 17 contains 220692 members 
Mstep: Class 19 contains 46449 members 
Mstep: Class 20 contains 4378 members 
Mstep: Class 21 contains 4972 members 
Mstep: Class 22 contains 6381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041112.000000 Penalty: 69967.726562
Iteration 240F: 22 clusters Score -8.004111e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 161131 members 
Mstep: Class 3 contains 16142 members 
Mstep: Class 4 contains 10116 members 
Mstep: Class 5 contains 42665 members 
Mstep: Class 6 contains 1688 members 
Mstep: Class 7 contains 4694 members 
Mstep: Class 8 contains 27893 members 
Mstep: Class 9 contains 1520 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3398 members 
Mstep: Class 12 contains 24200 members 
Mstep: Class 13 contains 17836 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 69397 members 
Mstep: Class 17 contains 220691 members 
Mstep: Class 19 contains 46406 members 
Mstep: Class 20 contains 4377 members 
Mstep: Class 21 contains 4961 members 
Mstep: Class 22 contains 6376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041304.000000 Penalty: 69967.726562
Iteration 241Q: 22 clusters Score -8.00413e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 160998 members 
Mstep: Class 3 contains 16151 members 
Mstep: Class 4 contains 10126 members 
Mstep: Class 5 contains 42675 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 4694 members 
Mstep: Class 8 contains 27918 members 
Mstep: Class 9 contains 1520 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3400 members 
Mstep: Class 12 contains 24266 members 
Mstep: Class 13 contains 17826 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 69447 members 
Mstep: Class 17 contains 220715 members 
Mstep: Class 19 contains 46366 members 
Mstep: Class 20 contains 4373 members 
Mstep: Class 21 contains 4953 members 
Mstep: Class 22 contains 6374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041432.000000 Penalty: 69967.726562
Iteration 242Q: 22 clusters Score -8.004143e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 160901 members 
Mstep: Class 3 contains 16162 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 42700 members 
Mstep: Class 6 contains 1688 members 
Mstep: Class 7 contains 4697 members 
Mstep: Class 8 contains 27924 members 
Mstep: Class 9 contains 1520 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3400 members 
Mstep: Class 12 contains 24324 members 
Mstep: Class 13 contains 17810 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 69486 members 
Mstep: Class 17 contains 220735 members 
Mstep: Class 19 contains 46323 members 
Mstep: Class 20 contains 4370 members 
Mstep: Class 21 contains 4941 members 
Mstep: Class 22 contains 6372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041528.000000 Penalty: 69967.726562
Iteration 243Q: 22 clusters Score -8.004153e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 160737 members 
Mstep: Class 3 contains 16167 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 42747 members 
Mstep: Class 6 contains 1685 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 27937 members 
Mstep: Class 9 contains 1520 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3400 members 
Mstep: Class 12 contains 24372 members 
Mstep: Class 13 contains 17808 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 69542 members 
Mstep: Class 17 contains 220787 members 
Mstep: Class 19 contains 46270 members 
Mstep: Class 20 contains 4368 members 
Mstep: Class 21 contains 4938 members 
Mstep: Class 22 contains 6373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041456.000000 Penalty: 69967.726562
Iteration 244Q: 22 clusters Score -8.004146e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 160613 members 
Mstep: Class 3 contains 16172 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 42782 members 
Mstep: Class 6 contains 1684 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 27943 members 
Mstep: Class 9 contains 1520 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3401 members 
Mstep: Class 12 contains 24402 members 
Mstep: Class 13 contains 17807 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 69592 members 
Mstep: Class 17 contains 220837 members 
Mstep: Class 19 contains 46218 members 
Mstep: Class 20 contains 4367 members 
Mstep: Class 21 contains 4935 members 
Mstep: Class 22 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041432.000000 Penalty: 69967.726562
Iteration 245Q: 22 clusters Score -8.004143e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 160520 members 
Mstep: Class 3 contains 16174 members 
Mstep: Class 4 contains 10142 members 
Mstep: Class 5 contains 42809 members 
Mstep: Class 6 contains 1684 members 
Mstep: Class 7 contains 4706 members 
Mstep: Class 8 contains 27956 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3398 members 
Mstep: Class 12 contains 24422 members 
Mstep: Class 13 contains 17814 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 69630 members 
Mstep: Class 17 contains 220865 members 
Mstep: Class 19 contains 46167 members 
Mstep: Class 20 contains 4366 members 
Mstep: Class 21 contains 4933 members 
Mstep: Class 22 contains 6379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041440.000000 Penalty: 69967.726562
Iteration 246Q: 22 clusters Score -8.004144e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 160440 members 
Mstep: Class 3 contains 16175 members 
Mstep: Class 4 contains 10146 members 
Mstep: Class 5 contains 42832 members 
Mstep: Class 6 contains 1684 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 27969 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3395 members 
Mstep: Class 12 contains 24433 members 
Mstep: Class 13 contains 17811 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 69666 members 
Mstep: Class 17 contains 220887 members 
Mstep: Class 19 contains 46134 members 
Mstep: Class 20 contains 4366 members 
Mstep: Class 21 contains 4930 members 
Mstep: Class 22 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041560.000000 Penalty: 69967.726562
Iteration 247Q: 22 clusters Score -8.004156e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 160355 members 
Mstep: Class 3 contains 16177 members 
Mstep: Class 4 contains 10144 members 
Mstep: Class 5 contains 42858 members 
Mstep: Class 6 contains 1684 members 
Mstep: Class 7 contains 4715 members 
Mstep: Class 8 contains 27984 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3392 members 
Mstep: Class 12 contains 24443 members 
Mstep: Class 13 contains 17810 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 69706 members 
Mstep: Class 17 contains 220929 members 
Mstep: Class 19 contains 46093 members 
Mstep: Class 20 contains 4366 members 
Mstep: Class 21 contains 4928 members 
Mstep: Class 22 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041592.000000 Penalty: 69967.726562
Iteration 248Q: 22 clusters Score -8.004159e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 160215 members 
Mstep: Class 3 contains 16181 members 
Mstep: Class 4 contains 10148 members 
Mstep: Class 5 contains 42891 members 
Mstep: Class 6 contains 1684 members 
Mstep: Class 7 contains 4718 members 
Mstep: Class 8 contains 27997 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3390 members 
Mstep: Class 12 contains 24458 members 
Mstep: Class 13 contains 17811 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2297 members 
Mstep: Class 16 contains 69739 members 
Mstep: Class 17 contains 221014 members 
Mstep: Class 19 contains 46051 members 
Mstep: Class 20 contains 4366 members 
Mstep: Class 21 contains 4925 members 
Mstep: Class 22 contains 6380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041640.000000 Penalty: 69967.726562
Iteration 249Q: 22 clusters Score -8.004164e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 160114 members 
Mstep: Class 3 contains 16182 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 42914 members 
Mstep: Class 6 contains 1684 members 
Mstep: Class 7 contains 4723 members 
Mstep: Class 8 contains 28011 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3388 members 
Mstep: Class 12 contains 24478 members 
Mstep: Class 13 contains 17818 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2296 members 
Mstep: Class 16 contains 69761 members 
Mstep: Class 17 contains 221058 members 
Mstep: Class 19 contains 46023 members 
Mstep: Class 20 contains 4366 members 
Mstep: Class 21 contains 4920 members 
Mstep: Class 22 contains 6377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041664.000000 Penalty: 69967.726562
Iteration 250Q: 22 clusters Score -8.004166e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 160037 members 
Mstep: Class 3 contains 16183 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 42940 members 
Mstep: Class 6 contains 1684 members 
Mstep: Class 7 contains 4724 members 
Mstep: Class 8 contains 28020 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 12 contains 24487 members 
Mstep: Class 13 contains 17821 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2296 members 
Mstep: Class 16 contains 69805 members 
Mstep: Class 17 contains 221080 members 
Mstep: Class 19 contains 45984 members 
Mstep: Class 20 contains 4366 members 
Mstep: Class 21 contains 4918 members 
Mstep: Class 22 contains 6376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041736.000000 Penalty: 69967.726562
Iteration 251Q: 22 clusters Score -8.004174e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 159978 members 
Mstep: Class 3 contains 16184 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 42977 members 
Mstep: Class 6 contains 1684 members 
Mstep: Class 7 contains 4724 members 
Mstep: Class 8 contains 28032 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 24497 members 
Mstep: Class 13 contains 17826 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 69838 members 
Mstep: Class 17 contains 221082 members 
Mstep: Class 19 contains 45948 members 
Mstep: Class 20 contains 4366 members 
Mstep: Class 21 contains 4913 members 
Mstep: Class 22 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041912.000000 Penalty: 69967.726562
Iteration 252Q: 22 clusters Score -8.004191e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 159931 members 
Mstep: Class 3 contains 16185 members 
Mstep: Class 4 contains 10159 members 
Mstep: Class 5 contains 43007 members 
Mstep: Class 6 contains 1684 members 
Mstep: Class 7 contains 4722 members 
Mstep: Class 8 contains 28032 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 12 contains 24504 members 
Mstep: Class 13 contains 17828 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 69858 members 
Mstep: Class 17 contains 221103 members 
Mstep: Class 19 contains 45918 members 
Mstep: Class 20 contains 4365 members 
Mstep: Class 21 contains 4907 members 
Mstep: Class 22 contains 6374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041800.000000 Penalty: 69967.726562
Iteration 253Q: 22 clusters Score -8.00418e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 159880 members 
Mstep: Class 3 contains 16188 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 43027 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 7 contains 4728 members 
Mstep: Class 8 contains 28045 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3384 members 
Mstep: Class 12 contains 24522 members 
Mstep: Class 13 contains 17832 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 69883 members 
Mstep: Class 17 contains 221095 members 
Mstep: Class 19 contains 45887 members 
Mstep: Class 20 contains 4363 members 
Mstep: Class 21 contains 4906 members 
Mstep: Class 22 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041824.000000 Penalty: 69967.726562
Iteration 254Q: 22 clusters Score -8.004182e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 159855 members 
Mstep: Class 3 contains 16190 members 
Mstep: Class 4 contains 10164 members 
Mstep: Class 5 contains 43062 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 7 contains 4732 members 
Mstep: Class 8 contains 28053 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3383 members 
Mstep: Class 12 contains 24536 members 
Mstep: Class 13 contains 17838 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 69908 members 
Mstep: Class 17 contains 221051 members 
Mstep: Class 19 contains 45862 members 
Mstep: Class 20 contains 4359 members 
Mstep: Class 21 contains 4906 members 
Mstep: Class 22 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041920.000000 Penalty: 69967.726562
Iteration 255Q: 22 clusters Score -8.004192e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 159830 members 
Mstep: Class 3 contains 16193 members 
Mstep: Class 4 contains 10172 members 
Mstep: Class 5 contains 43081 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 7 contains 4735 members 
Mstep: Class 8 contains 28059 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 24542 members 
Mstep: Class 13 contains 17838 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 69948 members 
Mstep: Class 17 contains 221009 members 
Mstep: Class 19 contains 45842 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 4905 members 
Mstep: Class 22 contains 6378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041920.000000 Penalty: 69967.726562
Iteration 256Q: 22 clusters Score -8.004192e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 159782 members 
Mstep: Class 3 contains 16195 members 
Mstep: Class 4 contains 10176 members 
Mstep: Class 5 contains 43093 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 28060 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3384 members 
Mstep: Class 12 contains 24554 members 
Mstep: Class 13 contains 17835 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 69977 members 
Mstep: Class 17 contains 221026 members 
Mstep: Class 19 contains 45812 members 
Mstep: Class 20 contains 4348 members 
Mstep: Class 21 contains 4905 members 
Mstep: Class 22 contains 6382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041824.000000 Penalty: 69967.726562
Iteration 257Q: 22 clusters Score -8.004182e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 159759 members 
Mstep: Class 3 contains 16200 members 
Mstep: Class 4 contains 10178 members 
Mstep: Class 5 contains 43116 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 28060 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3383 members 
Mstep: Class 12 contains 24557 members 
Mstep: Class 13 contains 17837 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 70001 members 
Mstep: Class 17 contains 221012 members 
Mstep: Class 19 contains 45793 members 
Mstep: Class 20 contains 4343 members 
Mstep: Class 21 contains 4904 members 
Mstep: Class 22 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041856.000000 Penalty: 69967.726562
Iteration 258Q: 22 clusters Score -8.004186e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 159759 members 
Mstep: Class 3 contains 16203 members 
Mstep: Class 4 contains 10178 members 
Mstep: Class 5 contains 43141 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 28063 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3383 members 
Mstep: Class 12 contains 24556 members 
Mstep: Class 13 contains 17838 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 70021 members 
Mstep: Class 17 contains 220999 members 
Mstep: Class 19 contains 45760 members 
Mstep: Class 20 contains 4338 members 
Mstep: Class 21 contains 4903 members 
Mstep: Class 22 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041976.000000 Penalty: 69967.726562
Iteration 259Q: 22 clusters Score -8.004198e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 159753 members 
Mstep: Class 3 contains 16207 members 
Mstep: Class 4 contains 10178 members 
Mstep: Class 5 contains 43162 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 28049 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3382 members 
Mstep: Class 12 contains 24571 members 
Mstep: Class 13 contains 17839 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2303 members 
Mstep: Class 16 contains 70053 members 
Mstep: Class 17 contains 220984 members 
Mstep: Class 19 contains 45723 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 21 contains 4901 members 
Mstep: Class 22 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041976.000000 Penalty: 69967.726562
Iteration 260F: 22 clusters Score -8.004198e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 159771 members 
Mstep: Class 3 contains 16212 members 
Mstep: Class 4 contains 10178 members 
Mstep: Class 5 contains 43183 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 4740 members 
Mstep: Class 8 contains 28046 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3379 members 
Mstep: Class 12 contains 24592 members 
Mstep: Class 13 contains 17832 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2303 members 
Mstep: Class 16 contains 70070 members 
Mstep: Class 17 contains 220953 members 
Mstep: Class 19 contains 45688 members 
Mstep: Class 20 contains 4334 members 
Mstep: Class 21 contains 4901 members 
Mstep: Class 22 contains 6381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80042152.000000 Penalty: 69967.726562
Iteration 261Q: 22 clusters Score -8.004215e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 159780 members 
Mstep: Class 3 contains 16216 members 
Mstep: Class 4 contains 10183 members 
Mstep: Class 5 contains 43198 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 4744 members 
Mstep: Class 8 contains 28039 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3381 members 
Mstep: Class 12 contains 24596 members 
Mstep: Class 13 contains 17831 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2303 members 
Mstep: Class 16 contains 70091 members 
Mstep: Class 17 contains 220930 members 
Mstep: Class 19 contains 45660 members 
Mstep: Class 20 contains 4332 members 
Mstep: Class 21 contains 4901 members 
Mstep: Class 22 contains 6377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80042312.000000 Penalty: 69967.726562
Iteration 262Q: 22 clusters Score -8.004231e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 159797 members 
Mstep: Class 3 contains 16219 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 5 contains 43208 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 7 contains 4750 members 
Mstep: Class 8 contains 28039 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3382 members 
Mstep: Class 12 contains 24620 members 
Mstep: Class 13 contains 17828 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 70086 members 
Mstep: Class 17 contains 220906 members 
Mstep: Class 19 contains 45634 members 
Mstep: Class 20 contains 4331 members 
Mstep: Class 21 contains 4900 members 
Mstep: Class 22 contains 6376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80042408.000000 Penalty: 69967.726562
Iteration 263Q: 22 clusters Score -8.004241e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 159773 members 
Mstep: Class 3 contains 16219 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 5 contains 43217 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 7 contains 4751 members 
Mstep: Class 8 contains 28032 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3380 members 
Mstep: Class 12 contains 24638 members 
Mstep: Class 13 contains 17825 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 70088 members 
Mstep: Class 17 contains 220933 members 
Mstep: Class 19 contains 45611 members 
Mstep: Class 20 contains 4330 members 
Mstep: Class 21 contains 4899 members 
Mstep: Class 22 contains 6377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80042352.000000 Penalty: 69967.726562
Iteration 264Q: 22 clusters Score -8.004235e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 159776 members 
Mstep: Class 3 contains 16219 members 
Mstep: Class 4 contains 10188 members 
Mstep: Class 5 contains 43236 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 7 contains 4755 members 
Mstep: Class 8 contains 28028 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3379 members 
Mstep: Class 12 contains 24653 members 
Mstep: Class 13 contains 17818 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 70093 members 
Mstep: Class 17 contains 220913 members 
Mstep: Class 19 contains 45593 members 
Mstep: Class 20 contains 4330 members 
Mstep: Class 21 contains 4899 members 
Mstep: Class 22 contains 6380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80042544.000000 Penalty: 69967.726562
Iteration 265Q: 22 clusters Score -8.004254e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 159748 members 
Mstep: Class 3 contains 16218 members 
Mstep: Class 4 contains 10186 members 
Mstep: Class 5 contains 43240 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 4761 members 
Mstep: Class 8 contains 28022 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3378 members 
Mstep: Class 12 contains 24663 members 
Mstep: Class 13 contains 17817 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 70095 members 
Mstep: Class 17 contains 220953 members 
Mstep: Class 19 contains 45570 members 
Mstep: Class 20 contains 4330 members 
Mstep: Class 21 contains 4898 members 
Mstep: Class 22 contains 6380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80042528.000000 Penalty: 69967.726562
Iteration 266Q: 22 clusters Score -8.004253e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 159683 members 
Mstep: Class 3 contains 16218 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 5 contains 43245 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 4764 members 
Mstep: Class 8 contains 28018 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3377 members 
Mstep: Class 12 contains 24700 members 
Mstep: Class 13 contains 17818 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 70109 members 
Mstep: Class 17 contains 220979 members 
Mstep: Class 19 contains 45556 members 
Mstep: Class 20 contains 4330 members 
Mstep: Class 21 contains 4896 members 
Mstep: Class 22 contains 6381 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 267Q: 22 clusters Score -8.004259e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 159632 members 
Mstep: Class 3 contains 16218 members 
Mstep: Class 4 contains 10185 members 
Mstep: Class 5 contains 43255 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 4767 members 
Mstep: Class 8 contains 28011 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3378 members 
Mstep: Class 12 contains 24728 members 
Mstep: Class 13 contains 17819 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 70127 members 
Mstep: Class 17 contains 220995 members 
Mstep: Class 19 contains 45539 members 
Mstep: Class 20 contains 4330 members 
Mstep: Class 21 contains 4894 members 
Mstep: Class 22 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 268Q: 22 clusters Score -8.004262e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 159609 members 
Mstep: Class 3 contains 16219 members 
Mstep: Class 4 contains 10186 members 
Mstep: Class 5 contains 43266 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 4771 members 
Mstep: Class 8 contains 28009 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3375 members 
Mstep: Class 12 contains 24748 members 
Mstep: Class 13 contains 17821 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 70137 members 
Mstep: Class 17 contains 221005 members 
Mstep: Class 19 contains 45511 members 
Mstep: Class 20 contains 4330 members 
Mstep: Class 21 contains 4894 members 
Mstep: Class 22 contains 6382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80042592.000000 Penalty: 69967.726562
Iteration 269Q: 22 clusters Score -8.004259e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 159597 members 
Mstep: Class 3 contains 16221 members 
Mstep: Class 4 contains 10188 members 
Mstep: Class 5 contains 43269 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 4772 members 
Mstep: Class 8 contains 28005 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3372 members 
Mstep: Class 12 contains 24761 members 
Mstep: Class 13 contains 17821 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 70162 members 
Mstep: Class 17 contains 221008 members 
Mstep: Class 19 contains 45480 members 
Mstep: Class 20 contains 4330 members 
Mstep: Class 21 contains 4893 members 
Mstep: Class 22 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 270Q: 22 clusters Score -8.004282e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 159620 members 
Mstep: Class 3 contains 16222 members 
Mstep: Class 4 contains 10191 members 
Mstep: Class 5 contains 43274 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 4773 members 
Mstep: Class 8 contains 27996 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 24781 members 
Mstep: Class 13 contains 17824 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2303 members 
Mstep: Class 16 contains 70204 members 
Mstep: Class 17 contains 220956 members 
Mstep: Class 19 contains 45446 members 
Mstep: Class 20 contains 4330 members 
Mstep: Class 21 contains 4893 members 
Mstep: Class 22 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80042856.000000 Penalty: 69967.726562
Iteration 271Q: 22 clusters Score -8.004286e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 159630 members 
Mstep: Class 3 contains 16226 members 
Mstep: Class 4 contains 10195 members 
Mstep: Class 5 contains 43285 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 4774 members 
Mstep: Class 8 contains 27987 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3368 members 
Mstep: Class 12 contains 24799 members 
Mstep: Class 13 contains 17821 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 70238 members 
Mstep: Class 17 contains 220905 members 
Mstep: Class 19 contains 45429 members 
Mstep: Class 20 contains 4330 members 
Mstep: Class 21 contains 4893 members 
Mstep: Class 22 contains 6386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80042952.000000 Penalty: 69967.726562
Iteration 272Q: 22 clusters Score -8.004295e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 159616 members 
Mstep: Class 3 contains 16230 members 
Mstep: Class 4 contains 10201 members 
Mstep: Class 5 contains 43283 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 4775 members 
Mstep: Class 8 contains 27974 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3368 members 
Mstep: Class 12 contains 24813 members 
Mstep: Class 13 contains 17819 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 70259 members 
Mstep: Class 17 contains 220912 members 
Mstep: Class 19 contains 45410 members 
Mstep: Class 20 contains 4329 members 
Mstep: Class 21 contains 4893 members 
Mstep: Class 22 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043136.000000 Penalty: 69967.726562
Iteration 273Q: 22 clusters Score -8.004314e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 159574 members 
Mstep: Class 3 contains 16230 members 
Mstep: Class 4 contains 10203 members 
Mstep: Class 5 contains 43285 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 4777 members 
Mstep: Class 8 contains 27971 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3368 members 
Mstep: Class 12 contains 24826 members 
Mstep: Class 13 contains 17820 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2303 members 
Mstep: Class 16 contains 70274 members 
Mstep: Class 17 contains 220933 members 
Mstep: Class 19 contains 45396 members 
Mstep: Class 20 contains 4326 members 
Mstep: Class 21 contains 4893 members 
Mstep: Class 22 contains 6387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043080.000000 Penalty: 69967.726562
Iteration 274Q: 22 clusters Score -8.004308e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 159561 members 
Mstep: Class 3 contains 16230 members 
Mstep: Class 4 contains 10198 members 
Mstep: Class 5 contains 43293 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 7 contains 4780 members 
Mstep: Class 8 contains 27965 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3367 members 
Mstep: Class 12 contains 24835 members 
Mstep: Class 13 contains 17820 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 70302 members 
Mstep: Class 17 contains 220936 members 
Mstep: Class 19 contains 45378 members 
Mstep: Class 20 contains 4324 members 
Mstep: Class 21 contains 4893 members 
Mstep: Class 22 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043232.000000 Penalty: 69967.726562
Iteration 275Q: 22 clusters Score -8.004323e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 159542 members 
Mstep: Class 3 contains 16231 members 
Mstep: Class 4 contains 10196 members 
Mstep: Class 5 contains 43297 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 7 contains 4784 members 
Mstep: Class 8 contains 27950 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3367 members 
Mstep: Class 12 contains 24844 members 
Mstep: Class 13 contains 17822 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 70325 members 
Mstep: Class 17 contains 220960 members 
Mstep: Class 19 contains 45349 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4892 members 
Mstep: Class 22 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043344.000000 Penalty: 69967.726562
Iteration 276Q: 22 clusters Score -8.004334e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 159521 members 
Mstep: Class 3 contains 16232 members 
Mstep: Class 4 contains 10197 members 
Mstep: Class 5 contains 43301 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 7 contains 4787 members 
Mstep: Class 8 contains 27940 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3367 members 
Mstep: Class 12 contains 24854 members 
Mstep: Class 13 contains 17822 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 70338 members 
Mstep: Class 17 contains 220979 members 
Mstep: Class 19 contains 45330 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4891 members 
Mstep: Class 22 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043296.000000 Penalty: 69967.726562
Iteration 277Q: 22 clusters Score -8.00433e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 159489 members 
Mstep: Class 3 contains 16232 members 
Mstep: Class 4 contains 10197 members 
Mstep: Class 5 contains 43298 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 7 contains 4791 members 
Mstep: Class 8 contains 27942 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3367 members 
Mstep: Class 12 contains 24860 members 
Mstep: Class 13 contains 17820 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 70357 members 
Mstep: Class 17 contains 221004 members 
Mstep: Class 19 contains 45309 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4891 members 
Mstep: Class 22 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043192.000000 Penalty: 69967.726562
Iteration 278Q: 22 clusters Score -8.004319e+07 nChanged 390
Entering ConstructFrom: 
Score: -80043192.000000 Penalty: 69967.726562
Entering ConstructFrom: 
Trying to split cluster 1 (16302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Entering Unmasked Estep 
Score: -1955107.375000 Penalty: 2405.362793
	Iteration 0F: 2 clusters Score -1955107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1943494.000000 Penalty: 4810.725586
	Iteration 0F: 3 clusters Score -1943494 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1947247.875000 Penalty: 4810.725586
	Iteration 1F: 3 clusters Score -1947248 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1947586.875000 Penalty: 4810.725586
	Iteration 2F: 3 clusters Score -1947587 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1947873.375000 Penalty: 4810.725586
	Iteration 3Q: 3 clusters Score -1947873 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1948137.375000 Penalty: 4810.725586
	Iteration 4Q: 3 clusters Score -1948137 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1948414.250000 Penalty: 4810.725586
	Iteration 5Q: 3 clusters Score -1948414 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1948733.125000 Penalty: 4810.725586
	Iteration 6Q: 3 clusters Score -1948733 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1949060.500000 Penalty: 4810.725586
	Iteration 7Q: 3 clusters Score -1949060 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1949349.250000 Penalty: 4810.725586
	Iteration 8Q: 3 clusters Score -1949349 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1949646.875000 Penalty: 4810.725586
	Iteration 9Q: 3 clusters Score -1949647 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1949965.500000 Penalty: 4810.725586
	Iteration 10Q: 3 clusters Score -1949966 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1950302.250000 Penalty: 4810.725586
	Iteration 11Q: 3 clusters Score -1950302 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1950712.750000 Penalty: 4810.725586
	Iteration 12Q: 3 clusters Score -1950713 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1951144.750000 Penalty: 4810.725586
	Iteration 13Q: 3 clusters Score -1951145 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1951570.250000 Penalty: 4810.725586
	Iteration 14Q: 3 clusters Score -1951570 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1951920.250000 Penalty: 4810.725586
	Iteration 15Q: 3 clusters Score -1951920 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1952190.125000 Penalty: 4810.725586
	Iteration 16Q: 3 clusters Score -1952190 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1952415.625000 Penalty: 4810.725586
	Iteration 17Q: 3 clusters Score -1952416 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1952616.375000 Penalty: 4810.725586
	Iteration 18Q: 3 clusters Score -1952616 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1952785.125000 Penalty: 4810.725586
	Iteration 19Q: 3 clusters Score -1952785 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1952914.375000 Penalty: 4810.725586
	Iteration 20F: 3 clusters Score -1952914 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1953026.250000 Penalty: 4810.725586
	Iteration 21Q: 3 clusters Score -1953026 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1953130.125000 Penalty: 4810.725586
	Iteration 22Q: 3 clusters Score -1953130 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1953217.875000 Penalty: 4810.725586
	Iteration 23Q: 3 clusters Score -1953218 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1953298.375000 Penalty: 4810.725586
	Iteration 24Q: 3 clusters Score -1953298 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1953350.500000 Penalty: 4810.725586
	Iteration 25Q: 3 clusters Score -1953350 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1953398.875000 Penalty: 4810.725586
	Iteration 26Q: 3 clusters Score -1953399 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1953438.750000 Penalty: 4810.725586
	Iteration 27Q: 3 clusters Score -1953439 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1953488.750000 Penalty: 4810.725586
	Iteration 28Q: 3 clusters Score -1953489 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1953534.125000 Penalty: 4810.725586
	Iteration 29Q: 3 clusters Score -1953534 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1953579.500000 Penalty: 4810.725586
	Iteration 30Q: 3 clusters Score -1953580 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1953623.125000 Penalty: 4810.725586
	Iteration 31Q: 3 clusters Score -1953623 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1953658.875000 Penalty: 4810.725586
	Iteration 32Q: 3 clusters Score -1953659 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1953694.125000 Penalty: 4810.725586
	Iteration 33Q: 3 clusters Score -1953694 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1953718.625000 Penalty: 4810.725586
	Iteration 34Q: 3 clusters Score -1953719 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1953751.250000 Penalty: 4810.725586
	Iteration 35Q: 3 clusters Score -1953751 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1953773.500000 Penalty: 4810.725586
	Iteration 36Q: 3 clusters Score -1953774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1953783.875000 Penalty: 4810.725586
	Iteration 37Q: 3 clusters Score -1953784 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1953797.250000 Penalty: 4810.725586
	Iteration 38Q: 3 clusters Score -1953797 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1953824.375000 Penalty: 4810.725586
	Iteration 39Q: 3 clusters Score -1953824 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -1953838.375000 Penalty: 4810.725586
	Iteration 40F: 3 clusters Score -1953838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1953858.750000 Penalty: 4810.725586
	Iteration 41Q: 3 clusters Score -1953859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1953866.625000 Penalty: 4810.725586
	Iteration 42Q: 3 clusters Score -1953867 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1953875.375000 Penalty: 4810.725586
	Iteration 43Q: 3 clusters Score -1953875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1953885.250000 Penalty: 4810.725586
	Iteration 44Q: 3 clusters Score -1953885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1953897.625000 Penalty: 4810.725586
	Iteration 45Q: 3 clusters Score -1953898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1953916.125000 Penalty: 4810.725586
	Iteration 46Q: 3 clusters Score -1953916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1953926.625000 Penalty: 4810.725586
	Iteration 47Q: 3 clusters Score -1953927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1953938.125000 Penalty: 4810.725586
	Iteration 48Q: 3 clusters Score -1953938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1953952.000000 Penalty: 4810.725586
	Iteration 49Q: 3 clusters Score -1953952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1953965.625000 Penalty: 4810.725586
	Iteration 50Q: 3 clusters Score -1953966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1953969.250000 Penalty: 4810.725586
	Iteration 51Q: 3 clusters Score -1953969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1953976.625000 Penalty: 4810.725586
	Iteration 52Q: 3 clusters Score -1953977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -1953981.375000 Penalty: 4810.725586
	Iteration 53Q: 3 clusters Score -1953981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -1953981.000000 Penalty: 4810.725586
	Iteration 54Q: 3 clusters Score -1953981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -1953987.125000 Penalty: 4810.725586
	Iteration 55Q: 3 clusters Score -1953987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1953987.500000 Penalty: 4810.725586
	Iteration 56Q: 3 clusters Score -1953988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1953989.750000 Penalty: 4810.725586
	Iteration 57Q: 3 clusters Score -1953990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1953987.750000 Penalty: 4810.725586
	Iteration 58Q: 3 clusters Score -1953988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -1953990.750000 Penalty: 4810.725586
	Iteration 59Q: 3 clusters Score -1953991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1953989.750000 Penalty: 4810.725586
	Iteration 60F: 3 clusters Score -1953990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1953994.250000 Penalty: 4810.725586
	Iteration 61Q: 3 clusters Score -1953994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1953992.250000 Penalty: 4810.725586
	Iteration 62Q: 3 clusters Score -1953992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1953990.375000 Penalty: 4810.725586
	Iteration 63Q: 3 clusters Score -1953990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1953992.875000 Penalty: 4810.725586
	Iteration 64Q: 3 clusters Score -1953993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1953996.000000 Penalty: 4810.725586
	Iteration 65Q: 3 clusters Score -1953996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1953994.000000 Penalty: 4810.725586
	Iteration 66Q: 3 clusters Score -1953994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1953998.375000 Penalty: 4810.725586
	Iteration 67Q: 3 clusters Score -1953998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -1953999.750000 Penalty: 4810.725586
	Iteration 68Q: 3 clusters Score -1954000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -1953999.750000 Penalty: 4810.725586
	Iteration 69F: 3 clusters Score -1954000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (159477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159477 members 
Entering Unmasked Estep 
Score: -18968528.000000 Penalty: 2970.954590
	Iteration 0F: 2 clusters Score -1.896853e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79745 members 
Mstep: Class 2 contains 79732 members 
Entering Unmasked Estep 
Score: -18864890.000000 Penalty: 5941.909180
	Iteration 0F: 3 clusters Score -1.886489e+07 nChanged 76558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80197 members 
Mstep: Class 2 contains 79280 members 
Entering Unmasked Estep 
Score: -18909562.000000 Penalty: 5941.909180
	Iteration 1F: 3 clusters Score -1.890956e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80287 members 
Mstep: Class 2 contains 79190 members 
Entering Unmasked Estep 
Score: -18910658.000000 Penalty: 5941.909180
	Iteration 2Q: 3 clusters Score -1.891066e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80387 members 
Mstep: Class 2 contains 79090 members 
Entering Unmasked Estep 
Score: -18912514.000000 Penalty: 5941.909180
	Iteration 3Q: 3 clusters Score -1.891251e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80456 members 
Mstep: Class 2 contains 79021 members 
Entering Unmasked Estep 
Score: -18915306.000000 Penalty: 5941.909180
	Iteration 4Q: 3 clusters Score -1.891531e+07 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80189 members 
Mstep: Class 2 contains 79288 members 
Entering Unmasked Estep 
Score: -18919158.000000 Penalty: 5941.909180
	Iteration 5Q: 3 clusters Score -1.891916e+07 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79414 members 
Mstep: Class 2 contains 80063 members 
Entering Unmasked Estep 
Score: -18924734.000000 Penalty: 5941.909180
	Iteration 6F: 3 clusters Score -1.892473e+07 nChanged 10091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77983 members 
Mstep: Class 2 contains 81494 members 
Entering Unmasked Estep 
Score: -18931758.000000 Penalty: 5941.909180
	Iteration 7F: 3 clusters Score -1.893176e+07 nChanged 10868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75953 members 
Mstep: Class 2 contains 83524 members 
Entering Unmasked Estep 
Score: -18939624.000000 Penalty: 5941.909180
	Iteration 8F: 3 clusters Score -1.893962e+07 nChanged 10206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73665 members 
Mstep: Class 2 contains 85812 members 
Entering Unmasked Estep 
Score: -18945954.000000 Penalty: 5941.909180
	Iteration 9F: 3 clusters Score -1.894595e+07 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71818 members 
Mstep: Class 2 contains 87659 members 
Entering Unmasked Estep 
Score: -18949486.000000 Penalty: 5941.909180
	Iteration 10Q: 3 clusters Score -1.894949e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70149 members 
Mstep: Class 2 contains 89328 members 
Entering Unmasked Estep 
Score: -18951006.000000 Penalty: 5941.909180
	Iteration 11Q: 3 clusters Score -1.895101e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68502 members 
Mstep: Class 2 contains 90975 members 
Entering Unmasked Estep 
Score: -18951800.000000 Penalty: 5941.909180
	Iteration 12Q: 3 clusters Score -1.89518e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66702 members 
Mstep: Class 2 contains 92775 members 
Entering Unmasked Estep 
Score: -18952614.000000 Penalty: 5941.909180
	Iteration 13Q: 3 clusters Score -1.895261e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64771 members 
Mstep: Class 2 contains 94706 members 
Entering Unmasked Estep 
Score: -18953398.000000 Penalty: 5941.909180
	Iteration 14Q: 3 clusters Score -1.89534e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62670 members 
Mstep: Class 2 contains 96807 members 
Entering Unmasked Estep 
Score: -18954038.000000 Penalty: 5941.909180
	Iteration 15Q: 3 clusters Score -1.895404e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60336 members 
Mstep: Class 2 contains 99141 members 
Entering Unmasked Estep 
Score: -18954838.000000 Penalty: 5941.909180
	Iteration 16Q: 3 clusters Score -1.895484e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57657 members 
Mstep: Class 2 contains 101820 members 
Entering Unmasked Estep 
Score: -18955606.000000 Penalty: 5941.909180
	Iteration 17Q: 3 clusters Score -1.895561e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54673 members 
Mstep: Class 2 contains 104804 members 
Entering Unmasked Estep 
Score: -18956362.000000 Penalty: 5941.909180
	Iteration 18Q: 3 clusters Score -1.895636e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51479 members 
Mstep: Class 2 contains 107998 members 
Entering Unmasked Estep 
Score: -18956960.000000 Penalty: 5941.909180
	Iteration 19Q: 3 clusters Score -1.895696e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 111429 members 
Entering Unmasked Estep 
Score: -18958032.000000 Penalty: 5941.909180
	Iteration 20F: 3 clusters Score -1.895803e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 115019 members 
Entering Unmasked Estep 
Score: -18959030.000000 Penalty: 5941.909180
	Iteration 21Q: 3 clusters Score -1.895903e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 118779 members 
Entering Unmasked Estep 
Score: -18960312.000000 Penalty: 5941.909180
	Iteration 22Q: 3 clusters Score -1.896031e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 122495 members 
Entering Unmasked Estep 
Score: -18961432.000000 Penalty: 5941.909180
	Iteration 23Q: 3 clusters Score -1.896143e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 126108 members 
Entering Unmasked Estep 
Score: -18962644.000000 Penalty: 5941.909180
	Iteration 24Q: 3 clusters Score -1.896264e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 129555 members 
Entering Unmasked Estep 
Score: -18963782.000000 Penalty: 5941.909180
	Iteration 25Q: 3 clusters Score -1.896378e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 132805 members 
Entering Unmasked Estep 
Score: -18964772.000000 Penalty: 5941.909180
	Iteration 26Q: 3 clusters Score -1.896477e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 135790 members 
Entering Unmasked Estep 
Score: -18965740.000000 Penalty: 5941.909180
	Iteration 27Q: 3 clusters Score -1.896574e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 138475 members 
Entering Unmasked Estep 
Score: -18966294.000000 Penalty: 5941.909180
	Iteration 28Q: 3 clusters Score -1.896629e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 140971 members 
Entering Unmasked Estep 
Score: -18966960.000000 Penalty: 5941.909180
	Iteration 29Q: 3 clusters Score -1.896696e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 143163 members 
Entering Unmasked Estep 
Score: -18967334.000000 Penalty: 5941.909180
	Iteration 30Q: 3 clusters Score -1.896733e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 145116 members 
Entering Unmasked Estep 
Score: -18967814.000000 Penalty: 5941.909180
	Iteration 31Q: 3 clusters Score -1.896781e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 146885 members 
Entering Unmasked Estep 
Score: -18967998.000000 Penalty: 5941.909180
	Iteration 32Q: 3 clusters Score -1.8968e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 148492 members 
Entering Unmasked Estep 
Score: -18968196.000000 Penalty: 5941.909180
	Iteration 33Q: 3 clusters Score -1.89682e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 149869 members 
Entering Unmasked Estep 
Score: -18968314.000000 Penalty: 5941.909180
	Iteration 34Q: 3 clusters Score -1.896831e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 151041 members 
Entering Unmasked Estep 
Score: -18968348.000000 Penalty: 5941.909180
	Iteration 35Q: 3 clusters Score -1.896835e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 151941 members 
Entering Unmasked Estep 
Score: -18968286.000000 Penalty: 5941.909180
	Iteration 36Q: 3 clusters Score -1.896829e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 152633 members 
Entering Unmasked Estep 
Score: -18968252.000000 Penalty: 5941.909180
	Iteration 37Q: 3 clusters Score -1.896825e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 153137 members 
Entering Unmasked Estep 
Score: -18968202.000000 Penalty: 5941.909180
	Iteration 38Q: 3 clusters Score -1.89682e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 153488 members 
Entering Unmasked Estep 
Score: -18968180.000000 Penalty: 5941.909180
	Iteration 39Q: 3 clusters Score -1.896818e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 153726 members 
Entering Unmasked Estep 
Score: -18968346.000000 Penalty: 5941.909180
	Iteration 40F: 3 clusters Score -1.896835e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 154384 members 
Entering Unmasked Estep 
Score: -18968360.000000 Penalty: 5941.909180
	Iteration 41Q: 3 clusters Score -1.896836e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 154919 members 
Entering Unmasked Estep 
Score: -18968312.000000 Penalty: 5941.909180
	Iteration 42Q: 3 clusters Score -1.896831e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 155324 members 
Entering Unmasked Estep 
Score: -18968328.000000 Penalty: 5941.909180
	Iteration 43Q: 3 clusters Score -1.896833e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 155660 members 
Entering Unmasked Estep 
Score: -18968296.000000 Penalty: 5941.909180
	Iteration 44Q: 3 clusters Score -1.89683e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 155937 members 
Entering Unmasked Estep 
Score: -18968252.000000 Penalty: 5941.909180
	Iteration 45Q: 3 clusters Score -1.896825e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 156148 members 
Entering Unmasked Estep 
Score: -18968184.000000 Penalty: 5941.909180
	Iteration 46Q: 3 clusters Score -1.896818e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 156308 members 
Entering Unmasked Estep 
Score: -18968136.000000 Penalty: 5941.909180
	Iteration 47Q: 3 clusters Score -1.896814e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 156442 members 
Entering Unmasked Estep 
Score: -18968118.000000 Penalty: 5941.909180
	Iteration 48Q: 3 clusters Score -1.896812e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 156559 members 
Entering Unmasked Estep 
Score: -18968100.000000 Penalty: 5941.909180
	Iteration 49Q: 3 clusters Score -1.89681e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 156661 members 
Entering Unmasked Estep 
Score: -18968052.000000 Penalty: 5941.909180
	Iteration 50Q: 3 clusters Score -1.896805e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 156745 members 
Entering Unmasked Estep 
Score: -18968064.000000 Penalty: 5941.909180
	Iteration 51Q: 3 clusters Score -1.896806e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 156805 members 
Entering Unmasked Estep 
Score: -18968064.000000 Penalty: 5941.909180
	Iteration 52Q: 3 clusters Score -1.896806e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 156872 members 
Entering Unmasked Estep 
Score: -18968068.000000 Penalty: 5941.909180
	Iteration 53Q: 3 clusters Score -1.896807e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 156925 members 
Entering Unmasked Estep 
Score: -18968046.000000 Penalty: 5941.909180
	Iteration 54Q: 3 clusters Score -1.896805e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 156964 members 
Entering Unmasked Estep 
Score: -18968038.000000 Penalty: 5941.909180
	Iteration 55Q: 3 clusters Score -1.896804e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 157002 members 
Entering Unmasked Estep 
Score: -18968030.000000 Penalty: 5941.909180
	Iteration 56Q: 3 clusters Score -1.896803e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 157037 members 
Entering Unmasked Estep 
Score: -18968030.000000 Penalty: 5941.909180
	Iteration 57Q: 3 clusters Score -1.896803e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 157072 members 
Entering Unmasked Estep 
Score: -18968034.000000 Penalty: 5941.909180
	Iteration 58Q: 3 clusters Score -1.896803e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 157107 members 
Entering Unmasked Estep 
Score: -18968032.000000 Penalty: 5941.909180
	Iteration 59Q: 3 clusters Score -1.896803e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 157140 members 
Entering Unmasked Estep 
Score: -18968008.000000 Penalty: 5941.909180
	Iteration 60F: 3 clusters Score -1.896801e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 157165 members 
Entering Unmasked Estep 
Score: -18968030.000000 Penalty: 5941.909180
	Iteration 61Q: 3 clusters Score -1.896803e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 157188 members 
Entering Unmasked Estep 
Score: -18968016.000000 Penalty: 5941.909180
	Iteration 62Q: 3 clusters Score -1.896802e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 157209 members 
Entering Unmasked Estep 
Score: -18968036.000000 Penalty: 5941.909180
	Iteration 63Q: 3 clusters Score -1.896804e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 157232 members 
Entering Unmasked Estep 
Score: -18968014.000000 Penalty: 5941.909180
	Iteration 64Q: 3 clusters Score -1.896801e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 157248 members 
Entering Unmasked Estep 
Score: -18968026.000000 Penalty: 5941.909180
	Iteration 65Q: 3 clusters Score -1.896803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 157257 members 
Entering Unmasked Estep 
Score: -18968018.000000 Penalty: 5941.909180
	Iteration 66Q: 3 clusters Score -1.896802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 157269 members 
Entering Unmasked Estep 
Score: -18968020.000000 Penalty: 5941.909180
	Iteration 67Q: 3 clusters Score -1.896802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 157279 members 
Entering Unmasked Estep 
Score: -18968012.000000 Penalty: 5941.909180
	Iteration 68Q: 3 clusters Score -1.896801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 157288 members 
Entering Unmasked Estep 
Score: -18968006.000000 Penalty: 5941.909180
	Iteration 69Q: 3 clusters Score -1.896801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 157297 members 
Entering Unmasked Estep 
Score: -18968002.000000 Penalty: 5941.909180
	Iteration 70Q: 3 clusters Score -1.8968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 157311 members 
Entering Unmasked Estep 
Score: -18968014.000000 Penalty: 5941.909180
	Iteration 71Q: 3 clusters Score -1.896801e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 157324 members 
Entering Unmasked Estep 
Score: -18968012.000000 Penalty: 5941.909180
	Iteration 72Q: 3 clusters Score -1.896801e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 157340 members 
Entering Unmasked Estep 
Score: -18967988.000000 Penalty: 5941.909180
	Iteration 73Q: 3 clusters Score -1.896799e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 157351 members 
Entering Unmasked Estep 
Score: -18967988.000000 Penalty: 5941.909180
	Iteration 74Q: 3 clusters Score -1.896799e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 157366 members 
Entering Unmasked Estep 
Score: -18967998.000000 Penalty: 5941.909180
	Iteration 75Q: 3 clusters Score -1.8968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 157374 members 
Entering Unmasked Estep 
Score: -18967980.000000 Penalty: 5941.909180
	Iteration 76Q: 3 clusters Score -1.896798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 157383 members 
Entering Unmasked Estep 
Score: -18967996.000000 Penalty: 5941.909180
	Iteration 77Q: 3 clusters Score -1.8968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 157390 members 
Entering Unmasked Estep 
Score: -18968002.000000 Penalty: 5941.909180
	Iteration 78Q: 3 clusters Score -1.8968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 157395 members 
Entering Unmasked Estep 
Score: -18967998.000000 Penalty: 5941.909180
	Iteration 79Q: 3 clusters Score -1.8968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 157400 members 
Entering Unmasked Estep 
Score: -18967988.000000 Penalty: 5941.909180
	Iteration 80F: 3 clusters Score -1.896799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 157407 members 
Entering Unmasked Estep 
Score: -18967972.000000 Penalty: 5941.909180
	Iteration 81Q: 3 clusters Score -1.896797e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 157417 members 
Entering Unmasked Estep 
Score: -18967964.000000 Penalty: 5941.909180
	Iteration 82Q: 3 clusters Score -1.896796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 157428 members 
Entering Unmasked Estep 
Score: -18967972.000000 Penalty: 5941.909180
	Iteration 83Q: 3 clusters Score -1.896797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 157433 members 
Entering Unmasked Estep 
Score: -18967966.000000 Penalty: 5941.909180
	Iteration 84Q: 3 clusters Score -1.896797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 157434 members 
Entering Unmasked Estep 
Score: -18967966.000000 Penalty: 5941.909180
	Iteration 85Q: 3 clusters Score -1.896797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 157436 members 
Entering Unmasked Estep 
Score: -18967968.000000 Penalty: 5941.909180
	Iteration 86Q: 3 clusters Score -1.896797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 157441 members 
Entering Unmasked Estep 
Score: -18967972.000000 Penalty: 5941.909180
	Iteration 87Q: 3 clusters Score -1.896797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 157444 members 
Entering Unmasked Estep 
Score: -18967962.000000 Penalty: 5941.909180
	Iteration 88Q: 3 clusters Score -1.896796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 157446 members 
Entering Unmasked Estep 
Score: -18967956.000000 Penalty: 5941.909180
	Iteration 89Q: 3 clusters Score -1.896796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 157448 members 
Entering Unmasked Estep 
Score: -18967962.000000 Penalty: 5941.909180
	Iteration 90Q: 3 clusters Score -1.896796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 157449 members 
Entering Unmasked Estep 
Score: -18967962.000000 Penalty: 5941.909180
	Iteration 91Q: 3 clusters Score -1.896796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 157450 members 
Entering Unmasked Estep 
Score: -18967966.000000 Penalty: 5941.909180
	Iteration 92Q: 3 clusters Score -1.896797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 157452 members 
Entering Unmasked Estep 
Score: -18967966.000000 Penalty: 5941.909180
	Iteration 93Q: 3 clusters Score -1.896797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 157454 members 
Entering Unmasked Estep 
Score: -18967972.000000 Penalty: 5941.909180
	Iteration 94Q: 3 clusters Score -1.896797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 157458 members 
Entering Unmasked Estep 
Score: -18967956.000000 Penalty: 5941.909180
	Iteration 95Q: 3 clusters Score -1.896796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 157461 members 
Entering Unmasked Estep 
Score: -18967970.000000 Penalty: 5941.909180
	Iteration 96Q: 3 clusters Score -1.896797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 157461 members 
Entering Unmasked Estep 
Score: -18967970.000000 Penalty: 5941.909180
	Iteration 97F: 3 clusters Score -1.896797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Entering Unmasked Estep 
Score: -1965743.125000 Penalty: 2404.280273
	Iteration 0F: 2 clusters Score -1965743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1953918.000000 Penalty: 4808.560547
	Iteration 0F: 3 clusters Score -1953918 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1957655.250000 Penalty: 4808.560547
	Iteration 1F: 3 clusters Score -1957655 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1958008.500000 Penalty: 4808.560547
	Iteration 2F: 3 clusters Score -1958008 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1958312.375000 Penalty: 4808.560547
	Iteration 3Q: 3 clusters Score -1958312 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1958605.625000 Penalty: 4808.560547
	Iteration 4Q: 3 clusters Score -1958606 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1958882.250000 Penalty: 4808.560547
	Iteration 5Q: 3 clusters Score -1958882 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1959149.625000 Penalty: 4808.560547
	Iteration 6Q: 3 clusters Score -1959150 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1959431.125000 Penalty: 4808.560547
	Iteration 7Q: 3 clusters Score -1959431 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1959770.125000 Penalty: 4808.560547
	Iteration 8Q: 3 clusters Score -1959770 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1960087.375000 Penalty: 4808.560547
	Iteration 9Q: 3 clusters Score -1960087 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1960407.000000 Penalty: 4808.560547
	Iteration 10Q: 3 clusters Score -1960407 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1960743.625000 Penalty: 4808.560547
	Iteration 11Q: 3 clusters Score -1960744 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1961095.000000 Penalty: 4808.560547
	Iteration 12Q: 3 clusters Score -1961095 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1961437.000000 Penalty: 4808.560547
	Iteration 13Q: 3 clusters Score -1961437 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1961818.875000 Penalty: 4808.560547
	Iteration 14Q: 3 clusters Score -1961819 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1962179.000000 Penalty: 4808.560547
	Iteration 15Q: 3 clusters Score -1962179 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1962472.250000 Penalty: 4808.560547
	Iteration 16Q: 3 clusters Score -1962472 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1962749.125000 Penalty: 4808.560547
	Iteration 17Q: 3 clusters Score -1962749 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1962976.125000 Penalty: 4808.560547
	Iteration 18Q: 3 clusters Score -1962976 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1963152.500000 Penalty: 4808.560547
	Iteration 19Q: 3 clusters Score -1963152 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1963291.375000 Penalty: 4808.560547
	Iteration 20F: 3 clusters Score -1963291 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1963390.125000 Penalty: 4808.560547
	Iteration 21Q: 3 clusters Score -1963390 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1963453.125000 Penalty: 4808.560547
	Iteration 22Q: 3 clusters Score -1963453 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1963506.250000 Penalty: 4808.560547
	Iteration 23Q: 3 clusters Score -1963506 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1963553.250000 Penalty: 4808.560547
	Iteration 24Q: 3 clusters Score -1963553 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1963588.250000 Penalty: 4808.560547
	Iteration 25Q: 3 clusters Score -1963588 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1963610.250000 Penalty: 4808.560547
	Iteration 26Q: 3 clusters Score -1963610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1963635.375000 Penalty: 4808.560547
	Iteration 27Q: 3 clusters Score -1963635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1963638.125000 Penalty: 4808.560547
	Iteration 28Q: 3 clusters Score -1963638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1963649.125000 Penalty: 4808.560547
	Iteration 29Q: 3 clusters Score -1963649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1963656.250000 Penalty: 4808.560547
	Iteration 30Q: 3 clusters Score -1963656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1963667.625000 Penalty: 4808.560547
	Iteration 31Q: 3 clusters Score -1963668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1963672.625000 Penalty: 4808.560547
	Iteration 32Q: 3 clusters Score -1963673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1963677.250000 Penalty: 4808.560547
	Iteration 33Q: 3 clusters Score -1963677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1963681.375000 Penalty: 4808.560547
	Iteration 34Q: 3 clusters Score -1963681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1963684.500000 Penalty: 4808.560547
	Iteration 35Q: 3 clusters Score -1963684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1963688.250000 Penalty: 4808.560547
	Iteration 36Q: 3 clusters Score -1963688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1963689.375000 Penalty: 4808.560547
	Iteration 37Q: 3 clusters Score -1963689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1963689.375000 Penalty: 4808.560547
	Iteration 38F: 3 clusters Score -1963689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Entering Unmasked Estep 
Score: -1225801.375000 Penalty: 2289.124023
	Iteration 0F: 2 clusters Score -1225801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1218030.250000 Penalty: 4578.248047
	Iteration 0F: 3 clusters Score -1218030 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1220263.625000 Penalty: 4578.248047
	Iteration 1F: 3 clusters Score -1220264 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1220574.750000 Penalty: 4578.248047
	Iteration 2F: 3 clusters Score -1220575 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1220814.250000 Penalty: 4578.248047
	Iteration 3F: 3 clusters Score -1220814 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1221031.875000 Penalty: 4578.248047
	Iteration 4Q: 3 clusters Score -1221032 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1221259.750000 Penalty: 4578.248047
	Iteration 5Q: 3 clusters Score -1221260 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1221538.875000 Penalty: 4578.248047
	Iteration 6Q: 3 clusters Score -1221539 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1221883.625000 Penalty: 4578.248047
	Iteration 7Q: 3 clusters Score -1221884 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1222280.875000 Penalty: 4578.248047
	Iteration 8F: 3 clusters Score -1222281 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1222728.000000 Penalty: 4578.248047
	Iteration 9Q: 3 clusters Score -1222728 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1223132.375000 Penalty: 4578.248047
	Iteration 10Q: 3 clusters Score -1223132 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1223427.625000 Penalty: 4578.248047
	Iteration 11Q: 3 clusters Score -1223428 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1223601.500000 Penalty: 4578.248047
	Iteration 12Q: 3 clusters Score -1223602 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1223705.875000 Penalty: 4578.248047
	Iteration 13Q: 3 clusters Score -1223706 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1223786.125000 Penalty: 4578.248047
	Iteration 14Q: 3 clusters Score -1223786 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1223832.875000 Penalty: 4578.248047
	Iteration 15Q: 3 clusters Score -1223833 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1223871.000000 Penalty: 4578.248047
	Iteration 16Q: 3 clusters Score -1223871 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1223897.375000 Penalty: 4578.248047
	Iteration 17Q: 3 clusters Score -1223897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1223917.250000 Penalty: 4578.248047
	Iteration 18Q: 3 clusters Score -1223917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1223939.000000 Penalty: 4578.248047
	Iteration 19Q: 3 clusters Score -1223939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1223948.500000 Penalty: 4578.248047
	Iteration 20F: 3 clusters Score -1223948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1223955.250000 Penalty: 4578.248047
	Iteration 21Q: 3 clusters Score -1223955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1223960.750000 Penalty: 4578.248047
	Iteration 22Q: 3 clusters Score -1223961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1223973.000000 Penalty: 4578.248047
	Iteration 23Q: 3 clusters Score -1223973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1223983.125000 Penalty: 4578.248047
	Iteration 24Q: 3 clusters Score -1223983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1223991.875000 Penalty: 4578.248047
	Iteration 25Q: 3 clusters Score -1223992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1224001.125000 Penalty: 4578.248047
	Iteration 26Q: 3 clusters Score -1224001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1224006.500000 Penalty: 4578.248047
	Iteration 27Q: 3 clusters Score -1224006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1224006.625000 Penalty: 4578.248047
	Iteration 28Q: 3 clusters Score -1224007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1224009.000000 Penalty: 4578.248047
	Iteration 29Q: 3 clusters Score -1224009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1224013.000000 Penalty: 4578.248047
	Iteration 30Q: 3 clusters Score -1224013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1224014.500000 Penalty: 4578.248047
	Iteration 31Q: 3 clusters Score -1224014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1224015.000000 Penalty: 4578.248047
	Iteration 32Q: 3 clusters Score -1224015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1224014.875000 Penalty: 4578.248047
	Iteration 33Q: 3 clusters Score -1224015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1224014.875000 Penalty: 4578.248047
	Iteration 34F: 3 clusters Score -1224015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Entering Unmasked Estep 
Score: -5231736.500000 Penalty: 2647.602295
	Iteration 0F: 2 clusters Score -5231736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -5202424.000000 Penalty: 5295.204590
	Iteration 0F: 3 clusters Score -5202424 nChanged 20011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -5213388.000000 Penalty: 5295.204590
	Iteration 1F: 3 clusters Score -5213388 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -5214035.500000 Penalty: 5295.204590
	Iteration 2Q: 3 clusters Score -5214036 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -5214712.500000 Penalty: 5295.204590
	Iteration 3Q: 3 clusters Score -5214712 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -5215565.500000 Penalty: 5295.204590
	Iteration 4Q: 3 clusters Score -5215566 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -5216511.000000 Penalty: 5295.204590
	Iteration 5Q: 3 clusters Score -5216511 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -5217595.500000 Penalty: 5295.204590
	Iteration 6Q: 3 clusters Score -5217596 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -5218860.000000 Penalty: 5295.204590
	Iteration 7F: 3 clusters Score -5218860 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -5220324.000000 Penalty: 5295.204590
	Iteration 8F: 3 clusters Score -5220324 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -5221899.500000 Penalty: 5295.204590
	Iteration 9F: 3 clusters Score -5221900 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -5223350.000000 Penalty: 5295.204590
	Iteration 10F: 3 clusters Score -5223350 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -5224419.500000 Penalty: 5295.204590
	Iteration 11Q: 3 clusters Score -5224420 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -5225046.000000 Penalty: 5295.204590
	Iteration 12Q: 3 clusters Score -5225046 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -5225288.000000 Penalty: 5295.204590
	Iteration 13Q: 3 clusters Score -5225288 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -5225426.000000 Penalty: 5295.204590
	Iteration 14Q: 3 clusters Score -5225426 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -5225535.000000 Penalty: 5295.204590
	Iteration 15Q: 3 clusters Score -5225535 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -5225579.000000 Penalty: 5295.204590
	Iteration 16Q: 3 clusters Score -5225579 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -5225616.500000 Penalty: 5295.204590
	Iteration 17Q: 3 clusters Score -5225616 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -5225629.000000 Penalty: 5295.204590
	Iteration 18Q: 3 clusters Score -5225629 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -5225673.500000 Penalty: 5295.204590
	Iteration 19Q: 3 clusters Score -5225674 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -5225698.000000 Penalty: 5295.204590
	Iteration 20F: 3 clusters Score -5225698 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -5225733.500000 Penalty: 5295.204590
	Iteration 21Q: 3 clusters Score -5225734 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -5225748.000000 Penalty: 5295.204590
	Iteration 22Q: 3 clusters Score -5225748 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -5225778.500000 Penalty: 5295.204590
	Iteration 23Q: 3 clusters Score -5225778 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -5225784.500000 Penalty: 5295.204590
	Iteration 24Q: 3 clusters Score -5225784 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -5225822.500000 Penalty: 5295.204590
	Iteration 25Q: 3 clusters Score -5225822 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -5225838.000000 Penalty: 5295.204590
	Iteration 26Q: 3 clusters Score -5225838 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -5225856.000000 Penalty: 5295.204590
	Iteration 27Q: 3 clusters Score -5225856 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -5225877.500000 Penalty: 5295.204590
	Iteration 28Q: 3 clusters Score -5225878 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -5225877.500000 Penalty: 5295.204590
	Iteration 29Q: 3 clusters Score -5225878 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -5225905.000000 Penalty: 5295.204590
	Iteration 30Q: 3 clusters Score -5225905 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -5225900.000000 Penalty: 5295.204590
	Iteration 31Q: 3 clusters Score -5225900 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -5225918.500000 Penalty: 5295.204590
	Iteration 32Q: 3 clusters Score -5225918 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -5225930.500000 Penalty: 5295.204590
	Iteration 33Q: 3 clusters Score -5225930 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -5225934.500000 Penalty: 5295.204590
	Iteration 34Q: 3 clusters Score -5225934 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -5225978.500000 Penalty: 5295.204590
	Iteration 35Q: 3 clusters Score -5225978 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -5225983.000000 Penalty: 5295.204590
	Iteration 36Q: 3 clusters Score -5225983 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -5225994.500000 Penalty: 5295.204590
	Iteration 37Q: 3 clusters Score -5225994 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -5226007.000000 Penalty: 5295.204590
	Iteration 38Q: 3 clusters Score -5226007 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -5226044.000000 Penalty: 5295.204590
	Iteration 39Q: 3 clusters Score -5226044 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -5226045.000000 Penalty: 5295.204590
	Iteration 40F: 3 clusters Score -5226045 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -5226057.000000 Penalty: 5295.204590
	Iteration 41Q: 3 clusters Score -5226057 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -5226062.000000 Penalty: 5295.204590
	Iteration 42Q: 3 clusters Score -5226062 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -5226068.500000 Penalty: 5295.204590
	Iteration 43Q: 3 clusters Score -5226068 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -5226067.500000 Penalty: 5295.204590
	Iteration 44Q: 3 clusters Score -5226068 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -5226089.500000 Penalty: 5295.204590
	Iteration 45Q: 3 clusters Score -5226090 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -5226105.500000 Penalty: 5295.204590
	Iteration 46Q: 3 clusters Score -5226106 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -5226119.000000 Penalty: 5295.204590
	Iteration 47Q: 3 clusters Score -5226119 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -5226138.000000 Penalty: 5295.204590
	Iteration 48Q: 3 clusters Score -5226138 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -5226148.500000 Penalty: 5295.204590
	Iteration 49Q: 3 clusters Score -5226148 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -5226168.500000 Penalty: 5295.204590
	Iteration 50Q: 3 clusters Score -5226168 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -5226187.500000 Penalty: 5295.204590
	Iteration 51Q: 3 clusters Score -5226188 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -5226232.000000 Penalty: 5295.204590
	Iteration 52Q: 3 clusters Score -5226232 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -5226265.000000 Penalty: 5295.204590
	Iteration 53Q: 3 clusters Score -5226265 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -5226285.500000 Penalty: 5295.204590
	Iteration 54Q: 3 clusters Score -5226286 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -5226331.000000 Penalty: 5295.204590
	Iteration 55Q: 3 clusters Score -5226331 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -5226344.500000 Penalty: 5295.204590
	Iteration 56Q: 3 clusters Score -5226344 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -5226359.500000 Penalty: 5295.204590
	Iteration 57Q: 3 clusters Score -5226360 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -5226378.000000 Penalty: 5295.204590
	Iteration 58Q: 3 clusters Score -5226378 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -5226394.000000 Penalty: 5295.204590
	Iteration 59Q: 3 clusters Score -5226394 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -5226439.000000 Penalty: 5295.204590
	Iteration 60F: 3 clusters Score -5226439 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -5226462.000000 Penalty: 5295.204590
	Iteration 61Q: 3 clusters Score -5226462 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -5226527.000000 Penalty: 5295.204590
	Iteration 62Q: 3 clusters Score -5226527 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -5226540.500000 Penalty: 5295.204590
	Iteration 63Q: 3 clusters Score -5226540 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -5226576.500000 Penalty: 5295.204590
	Iteration 64Q: 3 clusters Score -5226576 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -5226632.500000 Penalty: 5295.204590
	Iteration 65Q: 3 clusters Score -5226632 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -5226660.000000 Penalty: 5295.204590
	Iteration 66Q: 3 clusters Score -5226660 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -5226698.000000 Penalty: 5295.204590
	Iteration 67Q: 3 clusters Score -5226698 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -5226752.000000 Penalty: 5295.204590
	Iteration 68Q: 3 clusters Score -5226752 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -5226805.000000 Penalty: 5295.204590
	Iteration 69Q: 3 clusters Score -5226805 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -5226866.000000 Penalty: 5295.204590
	Iteration 70Q: 3 clusters Score -5226866 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -5226929.000000 Penalty: 5295.204590
	Iteration 71Q: 3 clusters Score -5226929 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -5227025.000000 Penalty: 5295.204590
	Iteration 72Q: 3 clusters Score -5227025 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -5227080.500000 Penalty: 5295.204590
	Iteration 73Q: 3 clusters Score -5227080 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -5227131.500000 Penalty: 5295.204590
	Iteration 74Q: 3 clusters Score -5227132 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -5227229.000000 Penalty: 5295.204590
	Iteration 75Q: 3 clusters Score -5227229 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -5227295.000000 Penalty: 5295.204590
	Iteration 76Q: 3 clusters Score -5227295 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -5227357.500000 Penalty: 5295.204590
	Iteration 77Q: 3 clusters Score -5227358 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -5227451.500000 Penalty: 5295.204590
	Iteration 78Q: 3 clusters Score -5227452 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -5227540.500000 Penalty: 5295.204590
	Iteration 79Q: 3 clusters Score -5227540 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -5227600.000000 Penalty: 5295.204590
	Iteration 80F: 3 clusters Score -5227600 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -5227640.500000 Penalty: 5295.204590
	Iteration 81Q: 3 clusters Score -5227640 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -5227678.500000 Penalty: 5295.204590
	Iteration 82Q: 3 clusters Score -5227678 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -5227780.000000 Penalty: 5295.204590
	Iteration 83Q: 3 clusters Score -5227780 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -5227884.500000 Penalty: 5295.204590
	Iteration 84Q: 3 clusters Score -5227884 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -5227946.000000 Penalty: 5295.204590
	Iteration 85Q: 3 clusters Score -5227946 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -5228000.000000 Penalty: 5295.204590
	Iteration 86Q: 3 clusters Score -5228000 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -5228033.000000 Penalty: 5295.204590
	Iteration 87Q: 3 clusters Score -5228033 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -5228084.500000 Penalty: 5295.204590
	Iteration 88Q: 3 clusters Score -5228084 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -5228123.000000 Penalty: 5295.204590
	Iteration 89Q: 3 clusters Score -5228123 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -5228202.000000 Penalty: 5295.204590
	Iteration 90Q: 3 clusters Score -5228202 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -5228253.000000 Penalty: 5295.204590
	Iteration 91Q: 3 clusters Score -5228253 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -5228318.000000 Penalty: 5295.204590
	Iteration 92Q: 3 clusters Score -5228318 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -5228341.000000 Penalty: 5295.204590
	Iteration 93Q: 3 clusters Score -5228341 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -5228391.500000 Penalty: 5295.204590
	Iteration 94Q: 3 clusters Score -5228392 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -5228411.000000 Penalty: 5295.204590
	Iteration 95Q: 3 clusters Score -5228411 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -5228467.500000 Penalty: 5295.204590
	Iteration 96Q: 3 clusters Score -5228468 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -5228497.500000 Penalty: 5295.204590
	Iteration 97Q: 3 clusters Score -5228498 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -5228565.000000 Penalty: 5295.204590
	Iteration 98Q: 3 clusters Score -5228565 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -5228599.500000 Penalty: 5295.204590
	Iteration 99Q: 3 clusters Score -5228600 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -5228652.500000 Penalty: 5295.204590
	Iteration 100F: 3 clusters Score -5228652 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -5228711.000000 Penalty: 5295.204590
	Iteration 101Q: 3 clusters Score -5228711 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -5228757.000000 Penalty: 5295.204590
	Iteration 102Q: 3 clusters Score -5228757 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -5228794.000000 Penalty: 5295.204590
	Iteration 103Q: 3 clusters Score -5228794 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -5228821.000000 Penalty: 5295.204590
	Iteration 104Q: 3 clusters Score -5228821 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -5228865.500000 Penalty: 5295.204590
	Iteration 105Q: 3 clusters Score -5228866 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -5228881.500000 Penalty: 5295.204590
	Iteration 106Q: 3 clusters Score -5228882 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -5228929.500000 Penalty: 5295.204590
	Iteration 107Q: 3 clusters Score -5228930 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -5228963.500000 Penalty: 5295.204590
	Iteration 108Q: 3 clusters Score -5228964 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -5229000.000000 Penalty: 5295.204590
	Iteration 109Q: 3 clusters Score -5229000 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -5229033.500000 Penalty: 5295.204590
	Iteration 110Q: 3 clusters Score -5229034 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -5229058.000000 Penalty: 5295.204590
	Iteration 111Q: 3 clusters Score -5229058 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -5229095.500000 Penalty: 5295.204590
	Iteration 112Q: 3 clusters Score -5229096 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -5229124.500000 Penalty: 5295.204590
	Iteration 113Q: 3 clusters Score -5229124 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -5229159.000000 Penalty: 5295.204590
	Iteration 114Q: 3 clusters Score -5229159 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -5229197.500000 Penalty: 5295.204590
	Iteration 115Q: 3 clusters Score -5229198 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -5229243.500000 Penalty: 5295.204590
	Iteration 116Q: 3 clusters Score -5229244 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -5229265.000000 Penalty: 5295.204590
	Iteration 117Q: 3 clusters Score -5229265 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -5229282.500000 Penalty: 5295.204590
	Iteration 118Q: 3 clusters Score -5229282 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -5229317.000000 Penalty: 5295.204590
	Iteration 119Q: 3 clusters Score -5229317 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -5229336.000000 Penalty: 5295.204590
	Iteration 120F: 3 clusters Score -5229336 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -5229356.500000 Penalty: 5295.204590
	Iteration 121Q: 3 clusters Score -5229356 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -5229375.500000 Penalty: 5295.204590
	Iteration 122Q: 3 clusters Score -5229376 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -5229400.000000 Penalty: 5295.204590
	Iteration 123Q: 3 clusters Score -5229400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -5229417.500000 Penalty: 5295.204590
	Iteration 124Q: 3 clusters Score -5229418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -5229420.500000 Penalty: 5295.204590
	Iteration 125Q: 3 clusters Score -5229420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -5229425.000000 Penalty: 5295.204590
	Iteration 126Q: 3 clusters Score -5229425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -5229430.000000 Penalty: 5295.204590
	Iteration 127Q: 3 clusters Score -5229430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -5229435.500000 Penalty: 5295.204590
	Iteration 128Q: 3 clusters Score -5229436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -5229433.000000 Penalty: 5295.204590
	Iteration 129Q: 3 clusters Score -5229433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -5229442.000000 Penalty: 5295.204590
	Iteration 130Q: 3 clusters Score -5229442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -5229455.000000 Penalty: 5295.204590
	Iteration 131Q: 3 clusters Score -5229455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -5229463.500000 Penalty: 5295.204590
	Iteration 132Q: 3 clusters Score -5229464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -5229471.000000 Penalty: 5295.204590
	Iteration 133Q: 3 clusters Score -5229471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -5229464.000000 Penalty: 5295.204590
	Iteration 134Q: 3 clusters Score -5229464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -5229481.000000 Penalty: 5295.204590
	Iteration 135Q: 3 clusters Score -5229481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -5229495.500000 Penalty: 5295.204590
	Iteration 136Q: 3 clusters Score -5229496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -5229505.500000 Penalty: 5295.204590
	Iteration 137Q: 3 clusters Score -5229506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -5229508.000000 Penalty: 5295.204590
	Iteration 138Q: 3 clusters Score -5229508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -5229507.500000 Penalty: 5295.204590
	Iteration 139Q: 3 clusters Score -5229508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -5229509.000000 Penalty: 5295.204590
	Iteration 140F: 3 clusters Score -5229509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -5229516.500000 Penalty: 5295.204590
	Iteration 141Q: 3 clusters Score -5229516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -5229512.500000 Penalty: 5295.204590
	Iteration 142Q: 3 clusters Score -5229512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -5229523.000000 Penalty: 5295.204590
	Iteration 143Q: 3 clusters Score -5229523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -5229523.000000 Penalty: 5295.204590
	Iteration 144Q: 3 clusters Score -5229523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -5229529.000000 Penalty: 5295.204590
	Iteration 145Q: 3 clusters Score -5229529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -5229525.000000 Penalty: 5295.204590
	Iteration 146Q: 3 clusters Score -5229525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -5229525.000000 Penalty: 5295.204590
	Iteration 147F: 3 clusters Score -5229525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -199211.234375 Penalty: 1841.931763
	Iteration 0F: 2 clusters Score -199211.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -196779.437500 Penalty: 3683.863525
	Iteration 0F: 3 clusters Score -196779.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -197150.250000 Penalty: 3683.863525
	Iteration 1F: 3 clusters Score -197150.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -197281.812500 Penalty: 3683.863525
	Iteration 2F: 3 clusters Score -197281.8 nChanged 76
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: -197361.062500 Penalty: 3683.863525
	Iteration 3Q: 3 clusters Score -197361.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -197384.031250 Penalty: 3683.863525
	Iteration 4Q: 3 clusters Score -197384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -197393.812500 Penalty: 3683.863525
	Iteration 5Q: 3 clusters Score -197393.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -197398.578125 Penalty: 3683.863525
	Iteration 6Q: 3 clusters Score -197398.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -197406.562500 Penalty: 3683.863525
	Iteration 7Q: 3 clusters Score -197406.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -197416.593750 Penalty: 3683.863525
	Iteration 8Q: 3 clusters Score -197416.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -197423.703125 Penalty: 3683.863525
	Iteration 9Q: 3 clusters Score -197423.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -197427.375000 Penalty: 3683.863525
	Iteration 10Q: 3 clusters Score -197427.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -197431.062500 Penalty: 3683.863525
	Iteration 11Q: 3 clusters Score -197431.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -197435.125000 Penalty: 3683.863525
	Iteration 12Q: 3 clusters Score -197435.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -197438.390625 Penalty: 3683.863525
	Iteration 13Q: 3 clusters Score -197438.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -197441.156250 Penalty: 3683.863525
	Iteration 14Q: 3 clusters Score -197441.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -197443.593750 Penalty: 3683.863525
	Iteration 15Q: 3 clusters Score -197443.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -197444.109375 Penalty: 3683.863525
	Iteration 16Q: 3 clusters Score -197444.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -197444.875000 Penalty: 3683.863525
	Iteration 17Q: 3 clusters Score -197444.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -197446.343750 Penalty: 3683.863525
	Iteration 18Q: 3 clusters Score -197446.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -197448.140625 Penalty: 3683.863525
	Iteration 19Q: 3 clusters Score -197448.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -197450.218750 Penalty: 3683.863525
	Iteration 20F: 3 clusters Score -197450.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -197450.578125 Penalty: 3683.863525
	Iteration 21Q: 3 clusters Score -197450.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -197450.578125 Penalty: 3683.863525
	Iteration 22F: 3 clusters Score -197450.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Entering Unmasked Estep 
Score: -580698.250000 Penalty: 2101.726318
	Iteration 0F: 2 clusters Score -580698.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -576324.500000 Penalty: 4203.452637
	Iteration 0F: 3 clusters Score -576324.5 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -577357.437500 Penalty: 4203.452637
	Iteration 1F: 3 clusters Score -577357.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -577611.125000 Penalty: 4203.452637
	Iteration 2F: 3 clusters Score -577611.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -577848.750000 Penalty: 4203.452637
	Iteration 3F: 3 clusters Score -577848.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -578161.687500 Penalty: 4203.452637
	Iteration 4Q: 3 clusters Score -578161.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -578457.937500 Penalty: 4203.452637
	Iteration 5F: 3 clusters Score -578457.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -578685.937500 Penalty: 4203.452637
	Iteration 6F: 3 clusters Score -578685.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -578877.875000 Penalty: 4203.452637
	Iteration 7Q: 3 clusters Score -578877.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -579053.125000 Penalty: 4203.452637
	Iteration 8Q: 3 clusters Score -579053.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -579218.125000 Penalty: 4203.452637
	Iteration 9Q: 3 clusters Score -579218.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -579361.312500 Penalty: 4203.452637
	Iteration 10Q: 3 clusters Score -579361.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -579501.125000 Penalty: 4203.452637
	Iteration 11Q: 3 clusters Score -579501.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -579603.187500 Penalty: 4203.452637
	Iteration 12Q: 3 clusters Score -579603.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -579682.437500 Penalty: 4203.452637
	Iteration 13Q: 3 clusters Score -579682.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -579739.937500 Penalty: 4203.452637
	Iteration 14Q: 3 clusters Score -579739.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -579788.812500 Penalty: 4203.452637
	Iteration 15Q: 3 clusters Score -579788.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -579829.312500 Penalty: 4203.452637
	Iteration 16Q: 3 clusters Score -579829.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -579857.375000 Penalty: 4203.452637
	Iteration 17Q: 3 clusters Score -579857.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -579880.437500 Penalty: 4203.452637
	Iteration 18Q: 3 clusters Score -579880.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -579892.250000 Penalty: 4203.452637
	Iteration 19Q: 3 clusters Score -579892.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -579901.687500 Penalty: 4203.452637
	Iteration 20F: 3 clusters Score -579901.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -579908.625000 Penalty: 4203.452637
	Iteration 21Q: 3 clusters Score -579908.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -579913.312500 Penalty: 4203.452637
	Iteration 22Q: 3 clusters Score -579913.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -579919.687500 Penalty: 4203.452637
	Iteration 23Q: 3 clusters Score -579919.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -579924.625000 Penalty: 4203.452637
	Iteration 24Q: 3 clusters Score -579924.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -579927.500000 Penalty: 4203.452637
	Iteration 25Q: 3 clusters Score -579927.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -579930.437500 Penalty: 4203.452637
	Iteration 26Q: 3 clusters Score -579930.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -579934.437500 Penalty: 4203.452637
	Iteration 27Q: 3 clusters Score -579934.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -579938.687500 Penalty: 4203.452637
	Iteration 28Q: 3 clusters Score -579938.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -579939.750000 Penalty: 4203.452637
	Iteration 29Q: 3 clusters Score -579939.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -579939.750000 Penalty: 4203.452637
	Iteration 30F: 3 clusters Score -579939.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Entering Unmasked Estep 
Score: -3397288.750000 Penalty: 2538.960449
	Iteration 0F: 2 clusters Score -3397289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -3377986.750000 Penalty: 5077.920898
	Iteration 0F: 3 clusters Score -3377987 nChanged 12607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -3384886.250000 Penalty: 5077.920898
	Iteration 1F: 3 clusters Score -3384886 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -3385292.500000 Penalty: 5077.920898
	Iteration 2Q: 3 clusters Score -3385292 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -3385679.000000 Penalty: 5077.920898
	Iteration 3Q: 3 clusters Score -3385679 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -3386081.000000 Penalty: 5077.920898
	Iteration 4Q: 3 clusters Score -3386081 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -3386540.500000 Penalty: 5077.920898
	Iteration 5Q: 3 clusters Score -3386540 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -3387198.500000 Penalty: 5077.920898
	Iteration 6Q: 3 clusters Score -3387198 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -3388122.250000 Penalty: 5077.920898
	Iteration 7F: 3 clusters Score -3388122 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -3389467.750000 Penalty: 5077.920898
	Iteration 8F: 3 clusters Score -3389468 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -3391037.000000 Penalty: 5077.920898
	Iteration 9F: 3 clusters Score -3391037 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -3392524.500000 Penalty: 5077.920898
	Iteration 10F: 3 clusters Score -3392524 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -3393608.250000 Penalty: 5077.920898
	Iteration 11Q: 3 clusters Score -3393608 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -3394288.750000 Penalty: 5077.920898
	Iteration 12Q: 3 clusters Score -3394289 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -3394657.250000 Penalty: 5077.920898
	Iteration 13Q: 3 clusters Score -3394657 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -3394860.500000 Penalty: 5077.920898
	Iteration 14Q: 3 clusters Score -3394860 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -3394977.250000 Penalty: 5077.920898
	Iteration 15Q: 3 clusters Score -3394977 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -3395044.750000 Penalty: 5077.920898
	Iteration 16Q: 3 clusters Score -3395045 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -3395080.250000 Penalty: 5077.920898
	Iteration 17Q: 3 clusters Score -3395080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -3395099.000000 Penalty: 5077.920898
	Iteration 18Q: 3 clusters Score -3395099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -3395105.250000 Penalty: 5077.920898
	Iteration 19Q: 3 clusters Score -3395105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -3395115.500000 Penalty: 5077.920898
	Iteration 20F: 3 clusters Score -3395116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -3395120.000000 Penalty: 5077.920898
	Iteration 21Q: 3 clusters Score -3395120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -3395127.500000 Penalty: 5077.920898
	Iteration 22Q: 3 clusters Score -3395128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -3395136.000000 Penalty: 5077.920898
	Iteration 23Q: 3 clusters Score -3395136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -3395141.500000 Penalty: 5077.920898
	Iteration 24Q: 3 clusters Score -3395142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -3395146.250000 Penalty: 5077.920898
	Iteration 25Q: 3 clusters Score -3395146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -3395153.000000 Penalty: 5077.920898
	Iteration 26Q: 3 clusters Score -3395153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -3395162.500000 Penalty: 5077.920898
	Iteration 27Q: 3 clusters Score -3395162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -3395164.750000 Penalty: 5077.920898
	Iteration 28Q: 3 clusters Score -3395165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -3395170.000000 Penalty: 5077.920898
	Iteration 29Q: 3 clusters Score -3395170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -3395176.000000 Penalty: 5077.920898
	Iteration 30Q: 3 clusters Score -3395176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -3395182.250000 Penalty: 5077.920898
	Iteration 31Q: 3 clusters Score -3395182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -3395186.000000 Penalty: 5077.920898
	Iteration 32Q: 3 clusters Score -3395186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -3395189.500000 Penalty: 5077.920898
	Iteration 33Q: 3 clusters Score -3395190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -3395190.750000 Penalty: 5077.920898
	Iteration 34Q: 3 clusters Score -3395191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -3395193.750000 Penalty: 5077.920898
	Iteration 35Q: 3 clusters Score -3395194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -3395192.000000 Penalty: 5077.920898
	Iteration 36Q: 3 clusters Score -3395192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -3395194.500000 Penalty: 5077.920898
	Iteration 37Q: 3 clusters Score -3395194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -3395194.500000 Penalty: 5077.920898
	Iteration 38F: 3 clusters Score -3395194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Entering Unmasked Estep 
Score: -163778.203125 Penalty: 1816.636963
	Iteration 0F: 2 clusters Score -163778.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -161459.000000 Penalty: 3633.273926
	Iteration 0F: 3 clusters Score -161459 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -161881.859375 Penalty: 3633.273926
	Iteration 1F: 3 clusters Score -161881.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -162018.625000 Penalty: 3633.273926
	Iteration 2F: 3 clusters Score -162018.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -162103.765625 Penalty: 3633.273926
	Iteration 3Q: 3 clusters Score -162103.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -162163.281250 Penalty: 3633.273926
	Iteration 4Q: 3 clusters Score -162163.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -162208.687500 Penalty: 3633.273926
	Iteration 5Q: 3 clusters Score -162208.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -162255.046875 Penalty: 3633.273926
	Iteration 6Q: 3 clusters Score -162255 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -162291.046875 Penalty: 3633.273926
	Iteration 7Q: 3 clusters Score -162291 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -162333.812500 Penalty: 3633.273926
	Iteration 8Q: 3 clusters Score -162333.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -162371.812500 Penalty: 3633.273926
	Iteration 9Q: 3 clusters Score -162371.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -162402.421875 Penalty: 3633.273926
	Iteration 10Q: 3 clusters Score -162402.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -162426.109375 Penalty: 3633.273926
	Iteration 11Q: 3 clusters Score -162426.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -162451.656250 Penalty: 3633.273926
	Iteration 12Q: 3 clusters Score -162451.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -162471.468750 Penalty: 3633.273926
	Iteration 13Q: 3 clusters Score -162471.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -162490.500000 Penalty: 3633.273926
	Iteration 14Q: 3 clusters Score -162490.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -162503.687500 Penalty: 3633.273926
	Iteration 15Q: 3 clusters Score -162503.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -162524.468750 Penalty: 3633.273926
	Iteration 16Q: 3 clusters Score -162524.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -162542.890625 Penalty: 3633.273926
	Iteration 17Q: 3 clusters Score -162542.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -162550.718750 Penalty: 3633.273926
	Iteration 18Q: 3 clusters Score -162550.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -162555.328125 Penalty: 3633.273926
	Iteration 19Q: 3 clusters Score -162555.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -162557.140625 Penalty: 3633.273926
	Iteration 20F: 3 clusters Score -162557.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -162562.000000 Penalty: 3633.273926
	Iteration 21Q: 3 clusters Score -162562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -162565.328125 Penalty: 3633.273926
	Iteration 22Q: 3 clusters Score -162565.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -162566.953125 Penalty: 3633.273926
	Iteration 23Q: 3 clusters Score -162567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -162568.453125 Penalty: 3633.273926
	Iteration 24Q: 3 clusters Score -162568.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -162570.218750 Penalty: 3633.273926
	Iteration 25Q: 3 clusters Score -162570.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -162576.859375 Penalty: 3633.273926
	Iteration 26Q: 3 clusters Score -162576.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -162580.234375 Penalty: 3633.273926
	Iteration 27Q: 3 clusters Score -162580.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -162580.546875 Penalty: 3633.273926
	Iteration 28Q: 3 clusters Score -162580.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -162581.890625 Penalty: 3633.273926
	Iteration 29Q: 3 clusters Score -162581.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -162586.171875 Penalty: 3633.273926
	Iteration 30Q: 3 clusters Score -162586.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -162591.250000 Penalty: 3633.273926
	Iteration 31Q: 3 clusters Score -162591.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -162600.046875 Penalty: 3633.273926
	Iteration 32Q: 3 clusters Score -162600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -162609.171875 Penalty: 3633.273926
	Iteration 33Q: 3 clusters Score -162609.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -162615.843750 Penalty: 3633.273926
	Iteration 34Q: 3 clusters Score -162615.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -162622.859375 Penalty: 3633.273926
	Iteration 35Q: 3 clusters Score -162622.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -162630.250000 Penalty: 3633.273926
	Iteration 36Q: 3 clusters Score -162630.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -162641.828125 Penalty: 3633.273926
	Iteration 37Q: 3 clusters Score -162641.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -162651.359375 Penalty: 3633.273926
	Iteration 38Q: 3 clusters Score -162651.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -162659.171875 Penalty: 3633.273926
	Iteration 39Q: 3 clusters Score -162659.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -162667.484375 Penalty: 3633.273926
	Iteration 40F: 3 clusters Score -162667.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -162673.812500 Penalty: 3633.273926
	Iteration 41Q: 3 clusters Score -162673.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -162685.421875 Penalty: 3633.273926
	Iteration 42Q: 3 clusters Score -162685.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -162694.281250 Penalty: 3633.273926
	Iteration 43Q: 3 clusters Score -162694.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -162699.703125 Penalty: 3633.273926
	Iteration 44Q: 3 clusters Score -162699.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -162703.312500 Penalty: 3633.273926
	Iteration 45Q: 3 clusters Score -162703.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -162703.687500 Penalty: 3633.273926
	Iteration 46Q: 3 clusters Score -162703.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -162703.687500 Penalty: 3633.273926
	Iteration 47F: 3 clusters Score -162703.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -90269.000000 Penalty: 1670.767822
	Iteration 0F: 2 clusters Score -90269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88459.632812 Penalty: 3341.535645
	Iteration 0F: 3 clusters Score -88459.63 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -88775.906250 Penalty: 3341.535645
	Iteration 1F: 3 clusters Score -88775.91 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -88879.273438 Penalty: 3341.535645
	Iteration 2F: 3 clusters Score -88879.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -88954.437500 Penalty: 3341.535645
	Iteration 3Q: 3 clusters Score -88954.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -88990.625000 Penalty: 3341.535645
	Iteration 4Q: 3 clusters Score -88990.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -89028.984375 Penalty: 3341.535645
	Iteration 5Q: 3 clusters Score -89028.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -89070.570312 Penalty: 3341.535645
	Iteration 6Q: 3 clusters Score -89070.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -89119.203125 Penalty: 3341.535645
	Iteration 7Q: 3 clusters Score -89119.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -89155.960938 Penalty: 3341.535645
	Iteration 8Q: 3 clusters Score -89155.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -89177.906250 Penalty: 3341.535645
	Iteration 9Q: 3 clusters Score -89177.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -89188.039062 Penalty: 3341.535645
	Iteration 10Q: 3 clusters Score -89188.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -89217.828125 Penalty: 3341.535645
	Iteration 11Q: 3 clusters Score -89217.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -89224.968750 Penalty: 3341.535645
	Iteration 12Q: 3 clusters Score -89224.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -89224.968750 Penalty: 3341.535645
	Iteration 13F: 3 clusters Score -89224.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Entering Unmasked Estep 
Score: -403711.937500 Penalty: 2014.127075
	Iteration 0F: 2 clusters Score -403711.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -400222.062500 Penalty: 4028.254150
	Iteration 0F: 3 clusters Score -400222.1 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -400993.218750 Penalty: 4028.254150
	Iteration 1F: 3 clusters Score -400993.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -401154.656250 Penalty: 4028.254150
	Iteration 2F: 3 clusters Score -401154.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -401232.906250 Penalty: 4028.254150
	Iteration 3Q: 3 clusters Score -401232.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -401269.937500 Penalty: 4028.254150
	Iteration 4Q: 3 clusters Score -401269.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -401294.687500 Penalty: 4028.254150
	Iteration 5Q: 3 clusters Score -401294.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -401322.750000 Penalty: 4028.254150
	Iteration 6Q: 3 clusters Score -401322.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -401339.312500 Penalty: 4028.254150
	Iteration 7Q: 3 clusters Score -401339.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -401351.281250 Penalty: 4028.254150
	Iteration 8Q: 3 clusters Score -401351.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -401361.625000 Penalty: 4028.254150
	Iteration 9Q: 3 clusters Score -401361.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -401374.812500 Penalty: 4028.254150
	Iteration 10Q: 3 clusters Score -401374.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -401384.781250 Penalty: 4028.254150
	Iteration 11Q: 3 clusters Score -401384.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -401388.812500 Penalty: 4028.254150
	Iteration 12Q: 3 clusters Score -401388.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -401397.031250 Penalty: 4028.254150
	Iteration 13Q: 3 clusters Score -401397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -401408.031250 Penalty: 4028.254150
	Iteration 14Q: 3 clusters Score -401408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -401415.718750 Penalty: 4028.254150
	Iteration 15Q: 3 clusters Score -401415.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -401425.218750 Penalty: 4028.254150
	Iteration 16Q: 3 clusters Score -401425.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -401436.750000 Penalty: 4028.254150
	Iteration 17Q: 3 clusters Score -401436.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -401449.593750 Penalty: 4028.254150
	Iteration 18Q: 3 clusters Score -401449.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -401468.781250 Penalty: 4028.254150
	Iteration 19Q: 3 clusters Score -401468.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -401492.937500 Penalty: 4028.254150
	Iteration 20F: 3 clusters Score -401492.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -401508.906250 Penalty: 4028.254150
	Iteration 21Q: 3 clusters Score -401508.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -401524.968750 Penalty: 4028.254150
	Iteration 22Q: 3 clusters Score -401525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -401538.687500 Penalty: 4028.254150
	Iteration 23Q: 3 clusters Score -401538.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -401558.656250 Penalty: 4028.254150
	Iteration 24Q: 3 clusters Score -401558.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -401572.531250 Penalty: 4028.254150
	Iteration 25Q: 3 clusters Score -401572.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -401585.093750 Penalty: 4028.254150
	Iteration 26Q: 3 clusters Score -401585.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -401602.937500 Penalty: 4028.254150
	Iteration 27Q: 3 clusters Score -401602.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -401619.156250 Penalty: 4028.254150
	Iteration 28Q: 3 clusters Score -401619.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -401632.218750 Penalty: 4028.254150
	Iteration 29Q: 3 clusters Score -401632.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -401646.750000 Penalty: 4028.254150
	Iteration 30Q: 3 clusters Score -401646.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -401660.968750 Penalty: 4028.254150
	Iteration 31Q: 3 clusters Score -401661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -401674.718750 Penalty: 4028.254150
	Iteration 32Q: 3 clusters Score -401674.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -401690.281250 Penalty: 4028.254150
	Iteration 33Q: 3 clusters Score -401690.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -401715.593750 Penalty: 4028.254150
	Iteration 34Q: 3 clusters Score -401715.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -401742.937500 Penalty: 4028.254150
	Iteration 35Q: 3 clusters Score -401742.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -401766.281250 Penalty: 4028.254150
	Iteration 36Q: 3 clusters Score -401766.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -401783.375000 Penalty: 4028.254150
	Iteration 37Q: 3 clusters Score -401783.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -401795.500000 Penalty: 4028.254150
	Iteration 38Q: 3 clusters Score -401795.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -401809.062500 Penalty: 4028.254150
	Iteration 39Q: 3 clusters Score -401809.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -401819.187500 Penalty: 4028.254150
	Iteration 40F: 3 clusters Score -401819.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -401827.375000 Penalty: 4028.254150
	Iteration 41Q: 3 clusters Score -401827.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -401833.687500 Penalty: 4028.254150
	Iteration 42Q: 3 clusters Score -401833.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -401838.531250 Penalty: 4028.254150
	Iteration 43Q: 3 clusters Score -401838.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -401842.000000 Penalty: 4028.254150
	Iteration 44Q: 3 clusters Score -401842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -401845.218750 Penalty: 4028.254150
	Iteration 45Q: 3 clusters Score -401845.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -401850.312500 Penalty: 4028.254150
	Iteration 46Q: 3 clusters Score -401850.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -401855.593750 Penalty: 4028.254150
	Iteration 47Q: 3 clusters Score -401855.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -401860.843750 Penalty: 4028.254150
	Iteration 48Q: 3 clusters Score -401860.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -401868.500000 Penalty: 4028.254150
	Iteration 49Q: 3 clusters Score -401868.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -401870.031250 Penalty: 4028.254150
	Iteration 50Q: 3 clusters Score -401870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -401872.562500 Penalty: 4028.254150
	Iteration 51Q: 3 clusters Score -401872.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -401876.468750 Penalty: 4028.254150
	Iteration 52Q: 3 clusters Score -401876.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -401883.312500 Penalty: 4028.254150
	Iteration 53Q: 3 clusters Score -401883.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -401885.062500 Penalty: 4028.254150
	Iteration 54Q: 3 clusters Score -401885.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -401886.281250 Penalty: 4028.254150
	Iteration 55Q: 3 clusters Score -401886.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -401887.531250 Penalty: 4028.254150
	Iteration 56Q: 3 clusters Score -401887.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -401888.093750 Penalty: 4028.254150
	Iteration 57Q: 3 clusters Score -401888.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -401888.093750 Penalty: 4028.254150
	Iteration 58F: 3 clusters Score -401888.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Entering Unmasked Estep 
Score: -3006722.000000 Penalty: 2510.041748
	Iteration 0F: 2 clusters Score -3006722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2989469.500000 Penalty: 5020.083496
	Iteration 0F: 3 clusters Score -2989470 nChanged 11073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2995529.000000 Penalty: 5020.083496
	Iteration 1F: 3 clusters Score -2995529 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2996068.500000 Penalty: 5020.083496
	Iteration 2F: 3 clusters Score -2996068 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2996600.500000 Penalty: 5020.083496
	Iteration 3F: 3 clusters Score -2996600 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2997197.500000 Penalty: 5020.083496
	Iteration 4F: 3 clusters Score -2997198 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2997879.500000 Penalty: 5020.083496
	Iteration 5F: 3 clusters Score -2997880 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2998705.250000 Penalty: 5020.083496
	Iteration 6F: 3 clusters Score -2998705 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2999719.750000 Penalty: 5020.083496
	Iteration 7F: 3 clusters Score -2999720 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -3000798.500000 Penalty: 5020.083496
	Iteration 8F: 3 clusters Score -3000798 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -3001802.750000 Penalty: 5020.083496
	Iteration 9F: 3 clusters Score -3001803 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -3002491.500000 Penalty: 5020.083496
	Iteration 10Q: 3 clusters Score -3002492 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -3002884.250000 Penalty: 5020.083496
	Iteration 11Q: 3 clusters Score -3002884 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -3003129.500000 Penalty: 5020.083496
	Iteration 12Q: 3 clusters Score -3003130 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -3003285.000000 Penalty: 5020.083496
	Iteration 13Q: 3 clusters Score -3003285 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -3003406.500000 Penalty: 5020.083496
	Iteration 14Q: 3 clusters Score -3003406 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -3003520.500000 Penalty: 5020.083496
	Iteration 15Q: 3 clusters Score -3003520 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -3003624.000000 Penalty: 5020.083496
	Iteration 16Q: 3 clusters Score -3003624 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -3003706.000000 Penalty: 5020.083496
	Iteration 17Q: 3 clusters Score -3003706 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -3003794.250000 Penalty: 5020.083496
	Iteration 18Q: 3 clusters Score -3003794 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -3003875.500000 Penalty: 5020.083496
	Iteration 19Q: 3 clusters Score -3003876 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -3003932.750000 Penalty: 5020.083496
	Iteration 20F: 3 clusters Score -3003933 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -3003976.000000 Penalty: 5020.083496
	Iteration 21Q: 3 clusters Score -3003976 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3004027.750000 Penalty: 5020.083496
	Iteration 22Q: 3 clusters Score -3004028 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3004100.750000 Penalty: 5020.083496
	Iteration 23Q: 3 clusters Score -3004101 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3004134.250000 Penalty: 5020.083496
	Iteration 24Q: 3 clusters Score -3004134 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -3004178.500000 Penalty: 5020.083496
	Iteration 25Q: 3 clusters Score -3004178 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3004192.000000 Penalty: 5020.083496
	Iteration 26Q: 3 clusters Score -3004192 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -3004228.250000 Penalty: 5020.083496
	Iteration 27Q: 3 clusters Score -3004228 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -3004264.750000 Penalty: 5020.083496
	Iteration 28Q: 3 clusters Score -3004265 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -3004293.250000 Penalty: 5020.083496
	Iteration 29Q: 3 clusters Score -3004293 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -3004315.000000 Penalty: 5020.083496
	Iteration 30Q: 3 clusters Score -3004315 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3004359.750000 Penalty: 5020.083496
	Iteration 31Q: 3 clusters Score -3004360 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -3004386.250000 Penalty: 5020.083496
	Iteration 32Q: 3 clusters Score -3004386 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3004423.500000 Penalty: 5020.083496
	Iteration 33Q: 3 clusters Score -3004424 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -3004471.500000 Penalty: 5020.083496
	Iteration 34Q: 3 clusters Score -3004472 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3004510.500000 Penalty: 5020.083496
	Iteration 35Q: 3 clusters Score -3004510 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3004558.750000 Penalty: 5020.083496
	Iteration 36Q: 3 clusters Score -3004559 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3004583.500000 Penalty: 5020.083496
	Iteration 37Q: 3 clusters Score -3004584 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3004620.500000 Penalty: 5020.083496
	Iteration 38Q: 3 clusters Score -3004620 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3004639.500000 Penalty: 5020.083496
	Iteration 39Q: 3 clusters Score -3004640 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3004664.250000 Penalty: 5020.083496
	Iteration 40F: 3 clusters Score -3004664 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3004683.750000 Penalty: 5020.083496
	Iteration 41Q: 3 clusters Score -3004684 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3004692.250000 Penalty: 5020.083496
	Iteration 42Q: 3 clusters Score -3004692 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3004716.250000 Penalty: 5020.083496
	Iteration 43Q: 3 clusters Score -3004716 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3004720.000000 Penalty: 5020.083496
	Iteration 44Q: 3 clusters Score -3004720 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3004736.750000 Penalty: 5020.083496
	Iteration 45Q: 3 clusters Score -3004737 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3004752.000000 Penalty: 5020.083496
	Iteration 46Q: 3 clusters Score -3004752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3004761.250000 Penalty: 5020.083496
	Iteration 47Q: 3 clusters Score -3004761 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3004769.500000 Penalty: 5020.083496
	Iteration 48Q: 3 clusters Score -3004770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3004772.500000 Penalty: 5020.083496
	Iteration 49Q: 3 clusters Score -3004772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3004781.500000 Penalty: 5020.083496
	Iteration 50Q: 3 clusters Score -3004782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3004791.000000 Penalty: 5020.083496
	Iteration 51Q: 3 clusters Score -3004791 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3004799.000000 Penalty: 5020.083496
	Iteration 52Q: 3 clusters Score -3004799 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3004808.000000 Penalty: 5020.083496
	Iteration 53Q: 3 clusters Score -3004808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3004810.250000 Penalty: 5020.083496
	Iteration 54Q: 3 clusters Score -3004810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3004825.000000 Penalty: 5020.083496
	Iteration 55Q: 3 clusters Score -3004825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3004830.750000 Penalty: 5020.083496
	Iteration 56Q: 3 clusters Score -3004831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3004840.250000 Penalty: 5020.083496
	Iteration 57Q: 3 clusters Score -3004840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3004841.750000 Penalty: 5020.083496
	Iteration 58Q: 3 clusters Score -3004842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3004842.000000 Penalty: 5020.083496
	Iteration 59Q: 3 clusters Score -3004842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3004843.500000 Penalty: 5020.083496
	Iteration 60F: 3 clusters Score -3004844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3004842.000000 Penalty: 5020.083496
	Iteration 61Q: 3 clusters Score -3004842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3004842.250000 Penalty: 5020.083496
	Iteration 62Q: 3 clusters Score -3004842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3004842.000000 Penalty: 5020.083496
	Iteration 63Q: 3 clusters Score -3004842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3004842.000000 Penalty: 5020.083496
	Iteration 64F: 3 clusters Score -3004842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Entering Unmasked Estep 
Score: -2155511.500000 Penalty: 2427.498779
	Iteration 0F: 2 clusters Score -2155512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2142763.000000 Penalty: 4854.997559
	Iteration 0F: 3 clusters Score -2142763 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2146905.000000 Penalty: 4854.997559
	Iteration 1F: 3 clusters Score -2146905 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2147278.500000 Penalty: 4854.997559
	Iteration 2F: 3 clusters Score -2147278 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2147572.500000 Penalty: 4854.997559
	Iteration 3Q: 3 clusters Score -2147572 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2147831.250000 Penalty: 4854.997559
	Iteration 4Q: 3 clusters Score -2147831 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2148069.000000 Penalty: 4854.997559
	Iteration 5Q: 3 clusters Score -2148069 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2148296.000000 Penalty: 4854.997559
	Iteration 6Q: 3 clusters Score -2148296 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2148532.750000 Penalty: 4854.997559
	Iteration 7Q: 3 clusters Score -2148533 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2148823.250000 Penalty: 4854.997559
	Iteration 8Q: 3 clusters Score -2148823 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2149151.500000 Penalty: 4854.997559
	Iteration 9Q: 3 clusters Score -2149152 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2149545.250000 Penalty: 4854.997559
	Iteration 10Q: 3 clusters Score -2149545 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2150047.000000 Penalty: 4854.997559
	Iteration 11Q: 3 clusters Score -2150047 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2150630.000000 Penalty: 4854.997559
	Iteration 12Q: 3 clusters Score -2150630 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2151291.250000 Penalty: 4854.997559
	Iteration 13F: 3 clusters Score -2151291 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2151939.750000 Penalty: 4854.997559
	Iteration 14Q: 3 clusters Score -2151940 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2152440.750000 Penalty: 4854.997559
	Iteration 15Q: 3 clusters Score -2152441 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2152775.750000 Penalty: 4854.997559
	Iteration 16Q: 3 clusters Score -2152776 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2152985.000000 Penalty: 4854.997559
	Iteration 17Q: 3 clusters Score -2152985 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2153086.000000 Penalty: 4854.997559
	Iteration 18Q: 3 clusters Score -2153086 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2153164.500000 Penalty: 4854.997559
	Iteration 19Q: 3 clusters Score -2153164 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2153238.500000 Penalty: 4854.997559
	Iteration 20F: 3 clusters Score -2153238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2153307.250000 Penalty: 4854.997559
	Iteration 21Q: 3 clusters Score -2153307 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2153344.500000 Penalty: 4854.997559
	Iteration 22Q: 3 clusters Score -2153344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2153363.250000 Penalty: 4854.997559
	Iteration 23Q: 3 clusters Score -2153363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2153372.750000 Penalty: 4854.997559
	Iteration 24Q: 3 clusters Score -2153373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2153380.250000 Penalty: 4854.997559
	Iteration 25Q: 3 clusters Score -2153380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2153389.000000 Penalty: 4854.997559
	Iteration 26Q: 3 clusters Score -2153389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2153402.250000 Penalty: 4854.997559
	Iteration 27Q: 3 clusters Score -2153402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2153405.500000 Penalty: 4854.997559
	Iteration 28Q: 3 clusters Score -2153406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2153408.250000 Penalty: 4854.997559
	Iteration 29Q: 3 clusters Score -2153408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2153408.000000 Penalty: 4854.997559
	Iteration 30Q: 3 clusters Score -2153408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2153408.000000 Penalty: 4854.997559
	Iteration 31F: 3 clusters Score -2153408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -31524.550781 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -31524.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30287.935547 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -30287.94 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30472.015625 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -30472.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30549.634766 Penalty: 2868.777344
	Iteration 2F: 3 clusters Score -30549.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30588.937500 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -30588.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30616.287109 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -30616.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30632.837891 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -30632.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30659.324219 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -30659.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30745.244141 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -30745.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30834.609375 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -30834.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30852.927734 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -30852.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -30856.238281 Penalty: 2868.777344
	Iteration 10Q: 3 clusters Score -30856.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30857.316406 Penalty: 2868.777344
	Iteration 11Q: 3 clusters Score -30857.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30857.316406 Penalty: 2868.777344
	Iteration 12F: 3 clusters Score -30857.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Entering Unmasked Estep 
Score: -261067.593750 Penalty: 1919.468994
	Iteration 0F: 2 clusters Score -261067.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -258279.921875 Penalty: 3838.937988
	Iteration 0F: 3 clusters Score -258279.9 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -258869.250000 Penalty: 3838.937988
	Iteration 1F: 3 clusters Score -258869.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -259069.859375 Penalty: 3838.937988
	Iteration 2F: 3 clusters Score -259069.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -259177.140625 Penalty: 3838.937988
	Iteration 3Q: 3 clusters Score -259177.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -259264.609375 Penalty: 3838.937988
	Iteration 4Q: 3 clusters Score -259264.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -259364.687500 Penalty: 3838.937988
	Iteration 5Q: 3 clusters Score -259364.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -259461.734375 Penalty: 3838.937988
	Iteration 6Q: 3 clusters Score -259461.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -259571.046875 Penalty: 3838.937988
	Iteration 7Q: 3 clusters Score -259571 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -259749.718750 Penalty: 3838.937988
	Iteration 8Q: 3 clusters Score -259749.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -259972.500000 Penalty: 3838.937988
	Iteration 9Q: 3 clusters Score -259972.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -260128.593750 Penalty: 3838.937988
	Iteration 10Q: 3 clusters Score -260128.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -260219.812500 Penalty: 3838.937988
	Iteration 11Q: 3 clusters Score -260219.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -260289.515625 Penalty: 3838.937988
	Iteration 12Q: 3 clusters Score -260289.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -260336.031250 Penalty: 3838.937988
	Iteration 13Q: 3 clusters Score -260336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -260365.593750 Penalty: 3838.937988
	Iteration 14Q: 3 clusters Score -260365.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -260386.640625 Penalty: 3838.937988
	Iteration 15Q: 3 clusters Score -260386.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -260404.687500 Penalty: 3838.937988
	Iteration 16Q: 3 clusters Score -260404.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -260424.265625 Penalty: 3838.937988
	Iteration 17Q: 3 clusters Score -260424.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -260435.703125 Penalty: 3838.937988
	Iteration 18Q: 3 clusters Score -260435.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -260440.703125 Penalty: 3838.937988
	Iteration 19Q: 3 clusters Score -260440.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -260445.140625 Penalty: 3838.937988
	Iteration 20F: 3 clusters Score -260445.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -260448.609375 Penalty: 3838.937988
	Iteration 21Q: 3 clusters Score -260448.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -260450.765625 Penalty: 3838.937988
	Iteration 22Q: 3 clusters Score -260450.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -260454.703125 Penalty: 3838.937988
	Iteration 23Q: 3 clusters Score -260454.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -260455.500000 Penalty: 3838.937988
	Iteration 24Q: 3 clusters Score -260455.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -260457.390625 Penalty: 3838.937988
	Iteration 25Q: 3 clusters Score -260457.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -260459.093750 Penalty: 3838.937988
	Iteration 26Q: 3 clusters Score -260459.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -260459.890625 Penalty: 3838.937988
	Iteration 27Q: 3 clusters Score -260459.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -260460.843750 Penalty: 3838.937988
	Iteration 28Q: 3 clusters Score -260460.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -260462.218750 Penalty: 3838.937988
	Iteration 29Q: 3 clusters Score -260462.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -260462.218750 Penalty: 3838.937988
	Iteration 30F: 3 clusters Score -260462.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (70389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70389 members 
Entering Unmasked Estep 
Score: -8460357.000000 Penalty: 2768.124512
	Iteration 0F: 2 clusters Score -8460357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -8413227.000000 Penalty: 5536.249023
	Iteration 0F: 3 clusters Score -8413227 nChanged 32990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -8431606.000000 Penalty: 5536.249023
	Iteration 1F: 3 clusters Score -8431606 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -8432456.000000 Penalty: 5536.249023
	Iteration 2Q: 3 clusters Score -8432456 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -8433463.000000 Penalty: 5536.249023
	Iteration 3Q: 3 clusters Score -8433463 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -8434820.000000 Penalty: 5536.249023
	Iteration 4Q: 3 clusters Score -8434820 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -8436808.000000 Penalty: 5536.249023
	Iteration 5Q: 3 clusters Score -8436808 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -8439275.000000 Penalty: 5536.249023
	Iteration 6F: 3 clusters Score -8439275 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -8442223.000000 Penalty: 5536.249023
	Iteration 7F: 3 clusters Score -8442223 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56625 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -8445955.000000 Penalty: 5536.249023
	Iteration 8F: 3 clusters Score -8445955 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61259 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -8449830.000000 Penalty: 5536.249023
	Iteration 9F: 3 clusters Score -8449830 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65243 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -8453439.000000 Penalty: 5536.249023
	Iteration 10F: 3 clusters Score -8453439 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67915 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -8455867.000000 Penalty: 5536.249023
	Iteration 11Q: 3 clusters Score -8455867 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69233 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -8456982.000000 Penalty: 5536.249023
	Iteration 12Q: 3 clusters Score -8456982 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69773 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8457472.000000 Penalty: 5536.249023
	Iteration 13Q: 3 clusters Score -8457472 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69983 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8457697.000000 Penalty: 5536.249023
	Iteration 14Q: 3 clusters Score -8457697 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70052 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8457806.000000 Penalty: 5536.249023
	Iteration 15Q: 3 clusters Score -8457806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70079 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8457869.000000 Penalty: 5536.249023
	Iteration 16Q: 3 clusters Score -8457869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70098 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8457886.000000 Penalty: 5536.249023
	Iteration 17Q: 3 clusters Score -8457886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70105 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8457911.000000 Penalty: 5536.249023
	Iteration 18Q: 3 clusters Score -8457911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70111 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8457925.000000 Penalty: 5536.249023
	Iteration 19Q: 3 clusters Score -8457925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70111 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8457929.000000 Penalty: 5536.249023
	Iteration 20F: 3 clusters Score -8457929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70117 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8457949.000000 Penalty: 5536.249023
	Iteration 21Q: 3 clusters Score -8457949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70117 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8457950.000000 Penalty: 5536.249023
	Iteration 22Q: 3 clusters Score -8457950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70117 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8457952.000000 Penalty: 5536.249023
	Iteration 23Q: 3 clusters Score -8457952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70120 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8457965.000000 Penalty: 5536.249023
	Iteration 24Q: 3 clusters Score -8457965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70124 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8457969.000000 Penalty: 5536.249023
	Iteration 25Q: 3 clusters Score -8457969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70125 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8457979.000000 Penalty: 5536.249023
	Iteration 26Q: 3 clusters Score -8457979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70129 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8457987.000000 Penalty: 5536.249023
	Iteration 27Q: 3 clusters Score -8457987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70129 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8457988.000000 Penalty: 5536.249023
	Iteration 28Q: 3 clusters Score -8457988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70129 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8457988.000000 Penalty: 5536.249023
	Iteration 29F: 3 clusters Score -8457988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (221002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221002 members 
Entering Unmasked Estep 
Score: -26325664.000000 Penalty: 3051.869873
	Iteration 0F: 2 clusters Score -2.632566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110585 members 
Mstep: Class 2 contains 110417 members 
Entering Unmasked Estep 
Score: -26187810.000000 Penalty: 6103.739746
	Iteration 0F: 3 clusters Score -2.618781e+07 nChanged 106389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112028 members 
Mstep: Class 2 contains 108974 members 
Entering Unmasked Estep 
Score: -26249634.000000 Penalty: 6103.739746
	Iteration 1F: 3 clusters Score -2.624963e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113313 members 
Mstep: Class 2 contains 107689 members 
Entering Unmasked Estep 
Score: -26250530.000000 Penalty: 6103.739746
	Iteration 2Q: 3 clusters Score -2.625053e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115190 members 
Mstep: Class 2 contains 105812 members 
Entering Unmasked Estep 
Score: -26251312.000000 Penalty: 6103.739746
	Iteration 3Q: 3 clusters Score -2.625131e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118061 members 
Mstep: Class 2 contains 102941 members 
Entering Unmasked Estep 
Score: -26252296.000000 Penalty: 6103.739746
	Iteration 4Q: 3 clusters Score -2.62523e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122425 members 
Mstep: Class 2 contains 98577 members 
Entering Unmasked Estep 
Score: -26253880.000000 Penalty: 6103.739746
	Iteration 5Q: 3 clusters Score -2.625388e+07 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128979 members 
Mstep: Class 2 contains 92023 members 
Entering Unmasked Estep 
Score: -26257192.000000 Penalty: 6103.739746
	Iteration 6Q: 3 clusters Score -2.625719e+07 nChanged 13027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138528 members 
Mstep: Class 2 contains 82474 members 
Entering Unmasked Estep 
Score: -26263598.000000 Penalty: 6103.739746
	Iteration 7F: 3 clusters Score -2.62636e+07 nChanged 16521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150757 members 
Mstep: Class 2 contains 70245 members 
Entering Unmasked Estep 
Score: -26274388.000000 Penalty: 6103.739746
	Iteration 8F: 3 clusters Score -2.627439e+07 nChanged 17838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163539 members 
Mstep: Class 2 contains 57463 members 
Entering Unmasked Estep 
Score: -26288362.000000 Penalty: 6103.739746
	Iteration 9F: 3 clusters Score -2.628836e+07 nChanged 15398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172611 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -26301724.000000 Penalty: 6103.739746
	Iteration 10F: 3 clusters Score -2.630172e+07 nChanged 11466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175927 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -26309762.000000 Penalty: 6103.739746
	Iteration 11F: 3 clusters Score -2.630976e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176099 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -26312548.000000 Penalty: 6103.739746
	Iteration 12Q: 3 clusters Score -2.631255e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175511 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -26313734.000000 Penalty: 6103.739746
	Iteration 13Q: 3 clusters Score -2.631373e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174750 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -26314390.000000 Penalty: 6103.739746
	Iteration 14Q: 3 clusters Score -2.631439e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173758 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -26315030.000000 Penalty: 6103.739746
	Iteration 15Q: 3 clusters Score -2.631503e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172721 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -26315530.000000 Penalty: 6103.739746
	Iteration 16Q: 3 clusters Score -2.631553e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171671 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -26315826.000000 Penalty: 6103.739746
	Iteration 17Q: 3 clusters Score -2.631583e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170538 members 
Mstep: Class 2 contains 50464 members 
Entering Unmasked Estep 
Score: -26315928.000000 Penalty: 6103.739746
	Iteration 18Q: 3 clusters Score -2.631593e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169339 members 
Mstep: Class 2 contains 51663 members 
Entering Unmasked Estep 
Score: -26315996.000000 Penalty: 6103.739746
	Iteration 19Q: 3 clusters Score -2.6316e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168022 members 
Mstep: Class 2 contains 52980 members 
Entering Unmasked Estep 
Score: -26316022.000000 Penalty: 6103.739746
	Iteration 20F: 3 clusters Score -2.631602e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166647 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -26316142.000000 Penalty: 6103.739746
	Iteration 21Q: 3 clusters Score -2.631614e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165224 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -26316114.000000 Penalty: 6103.739746
	Iteration 22Q: 3 clusters Score -2.631611e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163807 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -26316172.000000 Penalty: 6103.739746
	Iteration 23Q: 3 clusters Score -2.631617e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162387 members 
Mstep: Class 2 contains 58615 members 
Entering Unmasked Estep 
Score: -26316224.000000 Penalty: 6103.739746
	Iteration 24Q: 3 clusters Score -2.631622e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160924 members 
Mstep: Class 2 contains 60078 members 
Entering Unmasked Estep 
Score: -26316036.000000 Penalty: 6103.739746
	Iteration 25Q: 3 clusters Score -2.631604e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159442 members 
Mstep: Class 2 contains 61560 members 
Entering Unmasked Estep 
Score: -26315950.000000 Penalty: 6103.739746
	Iteration 26Q: 3 clusters Score -2.631595e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157884 members 
Mstep: Class 2 contains 63118 members 
Entering Unmasked Estep 
Score: -26315864.000000 Penalty: 6103.739746
	Iteration 27Q: 3 clusters Score -2.631586e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156244 members 
Mstep: Class 2 contains 64758 members 
Entering Unmasked Estep 
Score: -26315798.000000 Penalty: 6103.739746
	Iteration 28Q: 3 clusters Score -2.63158e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154568 members 
Mstep: Class 2 contains 66434 members 
Entering Unmasked Estep 
Score: -26315704.000000 Penalty: 6103.739746
	Iteration 29Q: 3 clusters Score -2.63157e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152912 members 
Mstep: Class 2 contains 68090 members 
Entering Unmasked Estep 
Score: -26315582.000000 Penalty: 6103.739746
	Iteration 30Q: 3 clusters Score -2.631558e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151235 members 
Mstep: Class 2 contains 69767 members 
Entering Unmasked Estep 
Score: -26315594.000000 Penalty: 6103.739746
	Iteration 31Q: 3 clusters Score -2.631559e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149562 members 
Mstep: Class 2 contains 71440 members 
Entering Unmasked Estep 
Score: -26315310.000000 Penalty: 6103.739746
	Iteration 32Q: 3 clusters Score -2.631531e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147886 members 
Mstep: Class 2 contains 73116 members 
Entering Unmasked Estep 
Score: -26315126.000000 Penalty: 6103.739746
	Iteration 33Q: 3 clusters Score -2.631513e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146140 members 
Mstep: Class 2 contains 74862 members 
Entering Unmasked Estep 
Score: -26315118.000000 Penalty: 6103.739746
	Iteration 34Q: 3 clusters Score -2.631512e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144302 members 
Mstep: Class 2 contains 76700 members 
Entering Unmasked Estep 
Score: -26314948.000000 Penalty: 6103.739746
	Iteration 35Q: 3 clusters Score -2.631495e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142409 members 
Mstep: Class 2 contains 78593 members 
Entering Unmasked Estep 
Score: -26314604.000000 Penalty: 6103.739746
	Iteration 36Q: 3 clusters Score -2.63146e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140467 members 
Mstep: Class 2 contains 80535 members 
Entering Unmasked Estep 
Score: -26314720.000000 Penalty: 6103.739746
	Iteration 37Q: 3 clusters Score -2.631472e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138495 members 
Mstep: Class 2 contains 82507 members 
Entering Unmasked Estep 
Score: -26314644.000000 Penalty: 6103.739746
	Iteration 38Q: 3 clusters Score -2.631464e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136472 members 
Mstep: Class 2 contains 84530 members 
Entering Unmasked Estep 
Score: -26314514.000000 Penalty: 6103.739746
	Iteration 39Q: 3 clusters Score -2.631451e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134460 members 
Mstep: Class 2 contains 86542 members 
Entering Unmasked Estep 
Score: -26314580.000000 Penalty: 6103.739746
	Iteration 40F: 3 clusters Score -2.631458e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132364 members 
Mstep: Class 2 contains 88638 members 
Entering Unmasked Estep 
Score: -26314434.000000 Penalty: 6103.739746
	Iteration 41Q: 3 clusters Score -2.631443e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130176 members 
Mstep: Class 2 contains 90826 members 
Entering Unmasked Estep 
Score: -26314248.000000 Penalty: 6103.739746
	Iteration 42Q: 3 clusters Score -2.631425e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127831 members 
Mstep: Class 2 contains 93171 members 
Entering Unmasked Estep 
Score: -26314180.000000 Penalty: 6103.739746
	Iteration 43Q: 3 clusters Score -2.631418e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125369 members 
Mstep: Class 2 contains 95633 members 
Entering Unmasked Estep 
Score: -26314138.000000 Penalty: 6103.739746
	Iteration 44Q: 3 clusters Score -2.631414e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122897 members 
Mstep: Class 2 contains 98105 members 
Entering Unmasked Estep 
Score: -26314194.000000 Penalty: 6103.739746
	Iteration 45Q: 3 clusters Score -2.631419e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120288 members 
Mstep: Class 2 contains 100714 members 
Entering Unmasked Estep 
Score: -26314242.000000 Penalty: 6103.739746
	Iteration 46Q: 3 clusters Score -2.631424e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117563 members 
Mstep: Class 2 contains 103439 members 
Entering Unmasked Estep 
Score: -26314242.000000 Penalty: 6103.739746
	Iteration 47Q: 3 clusters Score -2.631424e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114761 members 
Mstep: Class 2 contains 106241 members 
Entering Unmasked Estep 
Score: -26314280.000000 Penalty: 6103.739746
	Iteration 48Q: 3 clusters Score -2.631428e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111940 members 
Mstep: Class 2 contains 109062 members 
Entering Unmasked Estep 
Score: -26314070.000000 Penalty: 6103.739746
	Iteration 49Q: 3 clusters Score -2.631407e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109164 members 
Mstep: Class 2 contains 111838 members 
Entering Unmasked Estep 
Score: -26313972.000000 Penalty: 6103.739746
	Iteration 50Q: 3 clusters Score -2.631397e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106540 members 
Mstep: Class 2 contains 114462 members 
Entering Unmasked Estep 
Score: -26313868.000000 Penalty: 6103.739746
	Iteration 51Q: 3 clusters Score -2.631387e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104123 members 
Mstep: Class 2 contains 116879 members 
Entering Unmasked Estep 
Score: -26313656.000000 Penalty: 6103.739746
	Iteration 52Q: 3 clusters Score -2.631366e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101691 members 
Mstep: Class 2 contains 119311 members 
Entering Unmasked Estep 
Score: -26313414.000000 Penalty: 6103.739746
	Iteration 53Q: 3 clusters Score -2.631341e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99487 members 
Mstep: Class 2 contains 121515 members 
Entering Unmasked Estep 
Score: -26313108.000000 Penalty: 6103.739746
	Iteration 54Q: 3 clusters Score -2.631311e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97360 members 
Mstep: Class 2 contains 123642 members 
Entering Unmasked Estep 
Score: -26312646.000000 Penalty: 6103.739746
	Iteration 55Q: 3 clusters Score -2.631265e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95361 members 
Mstep: Class 2 contains 125641 members 
Entering Unmasked Estep 
Score: -26312426.000000 Penalty: 6103.739746
	Iteration 56Q: 3 clusters Score -2.631243e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93578 members 
Mstep: Class 2 contains 127424 members 
Entering Unmasked Estep 
Score: -26312284.000000 Penalty: 6103.739746
	Iteration 57Q: 3 clusters Score -2.631228e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91836 members 
Mstep: Class 2 contains 129166 members 
Entering Unmasked Estep 
Score: -26312040.000000 Penalty: 6103.739746
	Iteration 58Q: 3 clusters Score -2.631204e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90087 members 
Mstep: Class 2 contains 130915 members 
Entering Unmasked Estep 
Score: -26311864.000000 Penalty: 6103.739746
	Iteration 59Q: 3 clusters Score -2.631186e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88373 members 
Mstep: Class 2 contains 132629 members 
Entering Unmasked Estep 
Score: -26311676.000000 Penalty: 6103.739746
	Iteration 60F: 3 clusters Score -2.631168e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86567 members 
Mstep: Class 2 contains 134435 members 
Entering Unmasked Estep 
Score: -26311478.000000 Penalty: 6103.739746
	Iteration 61Q: 3 clusters Score -2.631148e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84728 members 
Mstep: Class 2 contains 136274 members 
Entering Unmasked Estep 
Score: -26311370.000000 Penalty: 6103.739746
	Iteration 62Q: 3 clusters Score -2.631137e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82871 members 
Mstep: Class 2 contains 138131 members 
Entering Unmasked Estep 
Score: -26311168.000000 Penalty: 6103.739746
	Iteration 63Q: 3 clusters Score -2.631117e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80882 members 
Mstep: Class 2 contains 140120 members 
Entering Unmasked Estep 
Score: -26311078.000000 Penalty: 6103.739746
	Iteration 64Q: 3 clusters Score -2.631108e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78759 members 
Mstep: Class 2 contains 142243 members 
Entering Unmasked Estep 
Score: -26310892.000000 Penalty: 6103.739746
	Iteration 65Q: 3 clusters Score -2.631089e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76421 members 
Mstep: Class 2 contains 144581 members 
Entering Unmasked Estep 
Score: -26310702.000000 Penalty: 6103.739746
	Iteration 66Q: 3 clusters Score -2.63107e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74002 members 
Mstep: Class 2 contains 147000 members 
Entering Unmasked Estep 
Score: -26310584.000000 Penalty: 6103.739746
	Iteration 67Q: 3 clusters Score -2.631058e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71561 members 
Mstep: Class 2 contains 149441 members 
Entering Unmasked Estep 
Score: -26310430.000000 Penalty: 6103.739746
	Iteration 68Q: 3 clusters Score -2.631043e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69145 members 
Mstep: Class 2 contains 151857 members 
Entering Unmasked Estep 
Score: -26310218.000000 Penalty: 6103.739746
	Iteration 69Q: 3 clusters Score -2.631022e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66745 members 
Mstep: Class 2 contains 154257 members 
Entering Unmasked Estep 
Score: -26310260.000000 Penalty: 6103.739746
	Iteration 70Q: 3 clusters Score -2.631026e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64364 members 
Mstep: Class 2 contains 156638 members 
Entering Unmasked Estep 
Score: -26310208.000000 Penalty: 6103.739746
	Iteration 71Q: 3 clusters Score -2.631021e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61989 members 
Mstep: Class 2 contains 159013 members 
Entering Unmasked Estep 
Score: -26310246.000000 Penalty: 6103.739746
	Iteration 72Q: 3 clusters Score -2.631025e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 161431 members 
Entering Unmasked Estep 
Score: -26310282.000000 Penalty: 6103.739746
	Iteration 73Q: 3 clusters Score -2.631028e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 163966 members 
Entering Unmasked Estep 
Score: -26310228.000000 Penalty: 6103.739746
	Iteration 74Q: 3 clusters Score -2.631023e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 166402 members 
Entering Unmasked Estep 
Score: -26310260.000000 Penalty: 6103.739746
	Iteration 75Q: 3 clusters Score -2.631026e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52197 members 
Mstep: Class 2 contains 168805 members 
Entering Unmasked Estep 
Score: -26310474.000000 Penalty: 6103.739746
	Iteration 76Q: 3 clusters Score -2.631047e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 171293 members 
Entering Unmasked Estep 
Score: -26310794.000000 Penalty: 6103.739746
	Iteration 77Q: 3 clusters Score -2.631079e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 173816 members 
Entering Unmasked Estep 
Score: -26311026.000000 Penalty: 6103.739746
	Iteration 78Q: 3 clusters Score -2.631103e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 176430 members 
Entering Unmasked Estep 
Score: -26311388.000000 Penalty: 6103.739746
	Iteration 79Q: 3 clusters Score -2.631139e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 179136 members 
Entering Unmasked Estep 
Score: -26311582.000000 Penalty: 6103.739746
	Iteration 80F: 3 clusters Score -2.631158e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 181948 members 
Entering Unmasked Estep 
Score: -26311844.000000 Penalty: 6103.739746
	Iteration 81Q: 3 clusters Score -2.631184e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 184844 members 
Entering Unmasked Estep 
Score: -26312102.000000 Penalty: 6103.739746
	Iteration 82Q: 3 clusters Score -2.63121e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 187823 members 
Entering Unmasked Estep 
Score: -26312572.000000 Penalty: 6103.739746
	Iteration 83Q: 3 clusters Score -2.631257e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 190784 members 
Entering Unmasked Estep 
Score: -26314222.000000 Penalty: 6103.739746
	Iteration 84Q: 3 clusters Score -2.631422e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 193691 members 
Entering Unmasked Estep 
Score: -26315996.000000 Penalty: 6103.739746
	Iteration 85Q: 3 clusters Score -2.6316e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 196474 members 
Entering Unmasked Estep 
Score: -26317612.000000 Penalty: 6103.739746
	Iteration 86Q: 3 clusters Score -2.631761e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 199197 members 
Entering Unmasked Estep 
Score: -26319008.000000 Penalty: 6103.739746
	Iteration 87Q: 3 clusters Score -2.631901e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 201734 members 
Entering Unmasked Estep 
Score: -26320280.000000 Penalty: 6103.739746
	Iteration 88Q: 3 clusters Score -2.632028e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 204185 members 
Entering Unmasked Estep 
Score: -26321286.000000 Penalty: 6103.739746
	Iteration 89Q: 3 clusters Score -2.632129e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 206475 members 
Entering Unmasked Estep 
Score: -26322160.000000 Penalty: 6103.739746
	Iteration 90Q: 3 clusters Score -2.632216e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 208583 members 
Entering Unmasked Estep 
Score: -26322878.000000 Penalty: 6103.739746
	Iteration 91Q: 3 clusters Score -2.632288e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 210421 members 
Entering Unmasked Estep 
Score: -26323634.000000 Penalty: 6103.739746
	Iteration 92Q: 3 clusters Score -2.632363e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 212048 members 
Entering Unmasked Estep 
Score: -26323866.000000 Penalty: 6103.739746
	Iteration 93Q: 3 clusters Score -2.632387e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 213419 members 
Entering Unmasked Estep 
Score: -26324154.000000 Penalty: 6103.739746
	Iteration 94Q: 3 clusters Score -2.632415e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 214578 members 
Entering Unmasked Estep 
Score: -26324236.000000 Penalty: 6103.739746
	Iteration 95Q: 3 clusters Score -2.632424e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 215567 members 
Entering Unmasked Estep 
Score: -26324248.000000 Penalty: 6103.739746
	Iteration 96Q: 3 clusters Score -2.632425e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 216386 members 
Entering Unmasked Estep 
Score: -26324270.000000 Penalty: 6103.739746
	Iteration 97Q: 3 clusters Score -2.632427e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 217087 members 
Entering Unmasked Estep 
Score: -26324248.000000 Penalty: 6103.739746
	Iteration 98Q: 3 clusters Score -2.632425e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 217673 members 
Entering Unmasked Estep 
Score: -26324160.000000 Penalty: 6103.739746
	Iteration 99Q: 3 clusters Score -2.632416e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 218138 members 
Entering Unmasked Estep 
Score: -26324218.000000 Penalty: 6103.739746
	Iteration 100F: 3 clusters Score -2.632422e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 218504 members 
Entering Unmasked Estep 
Score: -26324084.000000 Penalty: 6103.739746
	Iteration 101Q: 3 clusters Score -2.632408e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 218818 members 
Entering Unmasked Estep 
Score: -26324080.000000 Penalty: 6103.739746
	Iteration 102Q: 3 clusters Score -2.632408e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 219059 members 
Entering Unmasked Estep 
Score: -26324084.000000 Penalty: 6103.739746
	Iteration 103Q: 3 clusters Score -2.632408e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 219242 members 
Entering Unmasked Estep 
Score: -26324004.000000 Penalty: 6103.739746
	Iteration 104Q: 3 clusters Score -2.6324e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 219394 members 
Entering Unmasked Estep 
Score: -26323982.000000 Penalty: 6103.739746
	Iteration 105Q: 3 clusters Score -2.632398e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 219516 members 
Entering Unmasked Estep 
Score: -26323942.000000 Penalty: 6103.739746
	Iteration 106Q: 3 clusters Score -2.632394e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 219610 members 
Entering Unmasked Estep 
Score: -26323976.000000 Penalty: 6103.739746
	Iteration 107Q: 3 clusters Score -2.632398e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 219686 members 
Entering Unmasked Estep 
Score: -26323962.000000 Penalty: 6103.739746
	Iteration 108Q: 3 clusters Score -2.632396e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 219758 members 
Entering Unmasked Estep 
Score: -26323950.000000 Penalty: 6103.739746
	Iteration 109Q: 3 clusters Score -2.632395e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 219808 members 
Entering Unmasked Estep 
Score: -26323932.000000 Penalty: 6103.739746
	Iteration 110Q: 3 clusters Score -2.632393e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 219846 members 
Entering Unmasked Estep 
Score: -26323966.000000 Penalty: 6103.739746
	Iteration 111Q: 3 clusters Score -2.632397e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 219879 members 
Entering Unmasked Estep 
Score: -26323958.000000 Penalty: 6103.739746
	Iteration 112Q: 3 clusters Score -2.632396e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 219920 members 
Entering Unmasked Estep 
Score: -26323926.000000 Penalty: 6103.739746
	Iteration 113Q: 3 clusters Score -2.632393e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 219954 members 
Entering Unmasked Estep 
Score: -26323874.000000 Penalty: 6103.739746
	Iteration 114Q: 3 clusters Score -2.632387e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 219989 members 
Entering Unmasked Estep 
Score: -26323896.000000 Penalty: 6103.739746
	Iteration 115Q: 3 clusters Score -2.63239e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 220013 members 
Entering Unmasked Estep 
Score: -26323860.000000 Penalty: 6103.739746
	Iteration 116Q: 3 clusters Score -2.632386e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 220027 members 
Entering Unmasked Estep 
Score: -26323864.000000 Penalty: 6103.739746
	Iteration 117Q: 3 clusters Score -2.632386e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 220037 members 
Entering Unmasked Estep 
Score: -26323856.000000 Penalty: 6103.739746
	Iteration 118Q: 3 clusters Score -2.632386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 220048 members 
Entering Unmasked Estep 
Score: -26323844.000000 Penalty: 6103.739746
	Iteration 119Q: 3 clusters Score -2.632384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 220051 members 
Entering Unmasked Estep 
Score: -26323858.000000 Penalty: 6103.739746
	Iteration 120F: 3 clusters Score -2.632386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 220059 members 
Entering Unmasked Estep 
Score: -26323852.000000 Penalty: 6103.739746
	Iteration 121Q: 3 clusters Score -2.632385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 220071 members 
Entering Unmasked Estep 
Score: -26323858.000000 Penalty: 6103.739746
	Iteration 122Q: 3 clusters Score -2.632386e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 220082 members 
Entering Unmasked Estep 
Score: -26323852.000000 Penalty: 6103.739746
	Iteration 123Q: 3 clusters Score -2.632385e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 220092 members 
Entering Unmasked Estep 
Score: -26323834.000000 Penalty: 6103.739746
	Iteration 124Q: 3 clusters Score -2.632383e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 220100 members 
Entering Unmasked Estep 
Score: -26323842.000000 Penalty: 6103.739746
	Iteration 125Q: 3 clusters Score -2.632384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 220107 members 
Entering Unmasked Estep 
Score: -26323848.000000 Penalty: 6103.739746
	Iteration 126Q: 3 clusters Score -2.632385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 220117 members 
Entering Unmasked Estep 
Score: -26323836.000000 Penalty: 6103.739746
	Iteration 127Q: 3 clusters Score -2.632384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 220125 members 
Entering Unmasked Estep 
Score: -26323834.000000 Penalty: 6103.739746
	Iteration 128Q: 3 clusters Score -2.632383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 220133 members 
Entering Unmasked Estep 
Score: -26323824.000000 Penalty: 6103.739746
	Iteration 129Q: 3 clusters Score -2.632382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 220142 members 
Entering Unmasked Estep 
Score: -26323814.000000 Penalty: 6103.739746
	Iteration 130Q: 3 clusters Score -2.632381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 220145 members 
Entering Unmasked Estep 
Score: -26323802.000000 Penalty: 6103.739746
	Iteration 131Q: 3 clusters Score -2.63238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 220147 members 
Entering Unmasked Estep 
Score: -26323800.000000 Penalty: 6103.739746
	Iteration 132Q: 3 clusters Score -2.63238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 220149 members 
Entering Unmasked Estep 
Score: -26323806.000000 Penalty: 6103.739746
	Iteration 133Q: 3 clusters Score -2.632381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 220150 members 
Entering Unmasked Estep 
Score: -26323786.000000 Penalty: 6103.739746
	Iteration 134Q: 3 clusters Score -2.632379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 220150 members 
Entering Unmasked Estep 
Score: -26323786.000000 Penalty: 6103.739746
	Iteration 135F: 3 clusters Score -2.632379e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Entering Unmasked Estep 
Score: -5296917.000000 Penalty: 2658.752441
	Iteration 0F: 2 clusters Score -5296917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -5266164.000000 Penalty: 5317.504883
	Iteration 0F: 3 clusters Score -5266164 nChanged 20877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -5277770.000000 Penalty: 5317.504883
	Iteration 1F: 3 clusters Score -5277770 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -5278189.500000 Penalty: 5317.504883
	Iteration 2Q: 3 clusters Score -5278190 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -5278602.000000 Penalty: 5317.504883
	Iteration 3Q: 3 clusters Score -5278602 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -5279011.500000 Penalty: 5317.504883
	Iteration 4Q: 3 clusters Score -5279012 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -5279429.000000 Penalty: 5317.504883
	Iteration 5Q: 3 clusters Score -5279429 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -5279913.000000 Penalty: 5317.504883
	Iteration 6Q: 3 clusters Score -5279913 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -5280550.000000 Penalty: 5317.504883
	Iteration 7Q: 3 clusters Score -5280550 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -5281438.000000 Penalty: 5317.504883
	Iteration 8Q: 3 clusters Score -5281438 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -5282669.500000 Penalty: 5317.504883
	Iteration 9Q: 3 clusters Score -5282670 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -5284396.000000 Penalty: 5317.504883
	Iteration 10F: 3 clusters Score -5284396 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -5286734.000000 Penalty: 5317.504883
	Iteration 11F: 3 clusters Score -5286734 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -5289152.500000 Penalty: 5317.504883
	Iteration 12F: 3 clusters Score -5289152 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -5291255.000000 Penalty: 5317.504883
	Iteration 13F: 3 clusters Score -5291255 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -5292747.500000 Penalty: 5317.504883
	Iteration 14Q: 3 clusters Score -5292748 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5293608.500000 Penalty: 5317.504883
	Iteration 15Q: 3 clusters Score -5293608 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5294069.000000 Penalty: 5317.504883
	Iteration 16Q: 3 clusters Score -5294069 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5294300.000000 Penalty: 5317.504883
	Iteration 17Q: 3 clusters Score -5294300 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5294418.000000 Penalty: 5317.504883
	Iteration 18Q: 3 clusters Score -5294418 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5294494.000000 Penalty: 5317.504883
	Iteration 19Q: 3 clusters Score -5294494 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5294531.000000 Penalty: 5317.504883
	Iteration 20F: 3 clusters Score -5294531 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5294546.500000 Penalty: 5317.504883
	Iteration 21Q: 3 clusters Score -5294546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5294563.000000 Penalty: 5317.504883
	Iteration 22Q: 3 clusters Score -5294563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5294570.000000 Penalty: 5317.504883
	Iteration 23Q: 3 clusters Score -5294570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5294581.000000 Penalty: 5317.504883
	Iteration 24Q: 3 clusters Score -5294581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5294592.500000 Penalty: 5317.504883
	Iteration 25Q: 3 clusters Score -5294592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5294602.500000 Penalty: 5317.504883
	Iteration 26Q: 3 clusters Score -5294602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5294608.500000 Penalty: 5317.504883
	Iteration 27Q: 3 clusters Score -5294608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5294609.500000 Penalty: 5317.504883
	Iteration 28Q: 3 clusters Score -5294610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5294616.500000 Penalty: 5317.504883
	Iteration 29Q: 3 clusters Score -5294616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5294616.500000 Penalty: 5317.504883
	Iteration 30Q: 3 clusters Score -5294616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5294616.500000 Penalty: 5317.504883
	Iteration 31F: 3 clusters Score -5294616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Entering Unmasked Estep 
Score: -519824.437500 Penalty: 2076.182861
	Iteration 0F: 2 clusters Score -519824.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -515702.406250 Penalty: 4152.365723
	Iteration 0F: 3 clusters Score -515702.4 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -516593.031250 Penalty: 4152.365723
	Iteration 1F: 3 clusters Score -516593 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -516766.656250 Penalty: 4152.365723
	Iteration 2F: 3 clusters Score -516766.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -516874.312500 Penalty: 4152.365723
	Iteration 3F: 3 clusters Score -516874.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -516945.718750 Penalty: 4152.365723
	Iteration 4Q: 3 clusters Score -516945.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -517008.562500 Penalty: 4152.365723
	Iteration 5Q: 3 clusters Score -517008.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -517075.031250 Penalty: 4152.365723
	Iteration 6Q: 3 clusters Score -517075 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -517141.156250 Penalty: 4152.365723
	Iteration 7Q: 3 clusters Score -517141.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -517211.500000 Penalty: 4152.365723
	Iteration 8Q: 3 clusters Score -517211.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -517277.718750 Penalty: 4152.365723
	Iteration 9Q: 3 clusters Score -517277.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -517353.343750 Penalty: 4152.365723
	Iteration 10Q: 3 clusters Score -517353.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -517424.218750 Penalty: 4152.365723
	Iteration 11Q: 3 clusters Score -517424.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -517498.500000 Penalty: 4152.365723
	Iteration 12Q: 3 clusters Score -517498.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -517576.656250 Penalty: 4152.365723
	Iteration 13Q: 3 clusters Score -517576.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -517662.937500 Penalty: 4152.365723
	Iteration 14Q: 3 clusters Score -517662.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -517742.187500 Penalty: 4152.365723
	Iteration 15Q: 3 clusters Score -517742.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -517812.625000 Penalty: 4152.365723
	Iteration 16Q: 3 clusters Score -517812.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -517877.750000 Penalty: 4152.365723
	Iteration 17Q: 3 clusters Score -517877.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -517920.062500 Penalty: 4152.365723
	Iteration 18Q: 3 clusters Score -517920.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -517949.406250 Penalty: 4152.365723
	Iteration 19Q: 3 clusters Score -517949.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -517973.843750 Penalty: 4152.365723
	Iteration 20F: 3 clusters Score -517973.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -517994.500000 Penalty: 4152.365723
	Iteration 21Q: 3 clusters Score -517994.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -518009.031250 Penalty: 4152.365723
	Iteration 22Q: 3 clusters Score -518009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -518025.312500 Penalty: 4152.365723
	Iteration 23Q: 3 clusters Score -518025.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -518041.687500 Penalty: 4152.365723
	Iteration 24Q: 3 clusters Score -518041.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -518061.500000 Penalty: 4152.365723
	Iteration 25Q: 3 clusters Score -518061.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -518080.343750 Penalty: 4152.365723
	Iteration 26Q: 3 clusters Score -518080.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -518093.656250 Penalty: 4152.365723
	Iteration 27Q: 3 clusters Score -518093.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -518100.625000 Penalty: 4152.365723
	Iteration 28Q: 3 clusters Score -518100.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -518111.125000 Penalty: 4152.365723
	Iteration 29Q: 3 clusters Score -518111.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -518122.593750 Penalty: 4152.365723
	Iteration 30Q: 3 clusters Score -518122.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -518135.968750 Penalty: 4152.365723
	Iteration 31Q: 3 clusters Score -518136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -518148.500000 Penalty: 4152.365723
	Iteration 32Q: 3 clusters Score -518148.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -518158.500000 Penalty: 4152.365723
	Iteration 33Q: 3 clusters Score -518158.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -518164.156250 Penalty: 4152.365723
	Iteration 34Q: 3 clusters Score -518164.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -518171.250000 Penalty: 4152.365723
	Iteration 35Q: 3 clusters Score -518171.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -518172.812500 Penalty: 4152.365723
	Iteration 36Q: 3 clusters Score -518172.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -518176.593750 Penalty: 4152.365723
	Iteration 37Q: 3 clusters Score -518176.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -518178.343750 Penalty: 4152.365723
	Iteration 38Q: 3 clusters Score -518178.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -518181.125000 Penalty: 4152.365723
	Iteration 39Q: 3 clusters Score -518181.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -518183.812500 Penalty: 4152.365723
	Iteration 40F: 3 clusters Score -518183.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -518185.093750 Penalty: 4152.365723
	Iteration 41Q: 3 clusters Score -518185.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -518185.781250 Penalty: 4152.365723
	Iteration 42Q: 3 clusters Score -518185.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -518186.718750 Penalty: 4152.365723
	Iteration 43Q: 3 clusters Score -518186.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -518186.875000 Penalty: 4152.365723
	Iteration 44Q: 3 clusters Score -518186.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -518189.187500 Penalty: 4152.365723
	Iteration 45Q: 3 clusters Score -518189.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -518189.656250 Penalty: 4152.365723
	Iteration 46Q: 3 clusters Score -518189.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -518189.656250 Penalty: 4152.365723
	Iteration 47F: 3 clusters Score -518189.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Entering Unmasked Estep 
Score: -560627.875000 Penalty: 2106.797852
	Iteration 0F: 2 clusters Score -560627.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -556188.437500 Penalty: 4213.595703
	Iteration 0F: 3 clusters Score -556188.4 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -557197.500000 Penalty: 4213.595703
	Iteration 1F: 3 clusters Score -557197.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -557398.562500 Penalty: 4213.595703
	Iteration 2F: 3 clusters Score -557398.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -557670.250000 Penalty: 4213.595703
	Iteration 3Q: 3 clusters Score -557670.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -557993.375000 Penalty: 4213.595703
	Iteration 4F: 3 clusters Score -557993.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -558269.687500 Penalty: 4213.595703
	Iteration 5F: 3 clusters Score -558269.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -558490.500000 Penalty: 4213.595703
	Iteration 6F: 3 clusters Score -558490.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -558652.375000 Penalty: 4213.595703
	Iteration 7Q: 3 clusters Score -558652.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -558784.062500 Penalty: 4213.595703
	Iteration 8Q: 3 clusters Score -558784.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -558889.125000 Penalty: 4213.595703
	Iteration 9Q: 3 clusters Score -558889.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -558983.250000 Penalty: 4213.595703
	Iteration 10Q: 3 clusters Score -558983.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -559046.250000 Penalty: 4213.595703
	Iteration 11Q: 3 clusters Score -559046.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -559100.562500 Penalty: 4213.595703
	Iteration 12Q: 3 clusters Score -559100.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -559143.687500 Penalty: 4213.595703
	Iteration 13Q: 3 clusters Score -559143.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -559182.750000 Penalty: 4213.595703
	Iteration 14Q: 3 clusters Score -559182.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -559210.312500 Penalty: 4213.595703
	Iteration 15Q: 3 clusters Score -559210.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -559237.125000 Penalty: 4213.595703
	Iteration 16Q: 3 clusters Score -559237.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -559259.312500 Penalty: 4213.595703
	Iteration 17Q: 3 clusters Score -559259.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -559272.312500 Penalty: 4213.595703
	Iteration 18Q: 3 clusters Score -559272.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -559287.125000 Penalty: 4213.595703
	Iteration 19Q: 3 clusters Score -559287.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -559305.125000 Penalty: 4213.595703
	Iteration 20F: 3 clusters Score -559305.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -559321.937500 Penalty: 4213.595703
	Iteration 21Q: 3 clusters Score -559321.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -559333.062500 Penalty: 4213.595703
	Iteration 22Q: 3 clusters Score -559333.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -559339.375000 Penalty: 4213.595703
	Iteration 23Q: 3 clusters Score -559339.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -559346.125000 Penalty: 4213.595703
	Iteration 24Q: 3 clusters Score -559346.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -559349.375000 Penalty: 4213.595703
	Iteration 25Q: 3 clusters Score -559349.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -559352.812500 Penalty: 4213.595703
	Iteration 26Q: 3 clusters Score -559352.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -559359.750000 Penalty: 4213.595703
	Iteration 27Q: 3 clusters Score -559359.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -559364.375000 Penalty: 4213.595703
	Iteration 28Q: 3 clusters Score -559364.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -559364.187500 Penalty: 4213.595703
	Iteration 29Q: 3 clusters Score -559364.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -559365.000000 Penalty: 4213.595703
	Iteration 30Q: 3 clusters Score -559365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -559366.312500 Penalty: 4213.595703
	Iteration 31Q: 3 clusters Score -559366.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -559366.937500 Penalty: 4213.595703
	Iteration 32Q: 3 clusters Score -559366.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -559367.250000 Penalty: 4213.595703
	Iteration 33Q: 3 clusters Score -559367.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -559367.250000 Penalty: 4213.595703
	Iteration 34F: 3 clusters Score -559367.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Entering Unmasked Estep 
Score: -714331.375000 Penalty: 2172.864502
	Iteration 0F: 2 clusters Score -714331.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -709012.062500 Penalty: 4345.729004
	Iteration 0F: 3 clusters Score -709012.1 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -710804.250000 Penalty: 4345.729004
	Iteration 1F: 3 clusters Score -710804.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -711335.000000 Penalty: 4345.729004
	Iteration 2F: 3 clusters Score -711335 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -711633.812500 Penalty: 4345.729004
	Iteration 3F: 3 clusters Score -711633.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -711826.750000 Penalty: 4345.729004
	Iteration 4Q: 3 clusters Score -711826.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -711970.562500 Penalty: 4345.729004
	Iteration 5Q: 3 clusters Score -711970.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -712109.625000 Penalty: 4345.729004
	Iteration 6Q: 3 clusters Score -712109.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -712271.312500 Penalty: 4345.729004
	Iteration 7Q: 3 clusters Score -712271.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -712430.250000 Penalty: 4345.729004
	Iteration 8Q: 3 clusters Score -712430.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -712615.625000 Penalty: 4345.729004
	Iteration 9Q: 3 clusters Score -712615.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -712861.312500 Penalty: 4345.729004
	Iteration 10Q: 3 clusters Score -712861.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -713099.125000 Penalty: 4345.729004
	Iteration 11Q: 3 clusters Score -713099.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -713317.687500 Penalty: 4345.729004
	Iteration 12Q: 3 clusters Score -713317.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -713533.312500 Penalty: 4345.729004
	Iteration 13Q: 3 clusters Score -713533.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -713702.750000 Penalty: 4345.729004
	Iteration 14Q: 3 clusters Score -713702.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -713831.562500 Penalty: 4345.729004
	Iteration 15Q: 3 clusters Score -713831.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -713952.812500 Penalty: 4345.729004
	Iteration 16Q: 3 clusters Score -713952.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -714062.750000 Penalty: 4345.729004
	Iteration 17Q: 3 clusters Score -714062.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -714138.375000 Penalty: 4345.729004
	Iteration 18Q: 3 clusters Score -714138.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -714196.687500 Penalty: 4345.729004
	Iteration 19Q: 3 clusters Score -714196.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -714230.937500 Penalty: 4345.729004
	Iteration 20F: 3 clusters Score -714230.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -714243.750000 Penalty: 4345.729004
	Iteration 21Q: 3 clusters Score -714243.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -714255.000000 Penalty: 4345.729004
	Iteration 22Q: 3 clusters Score -714255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -714261.375000 Penalty: 4345.729004
	Iteration 23Q: 3 clusters Score -714261.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -714265.875000 Penalty: 4345.729004
	Iteration 24Q: 3 clusters Score -714265.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -714267.875000 Penalty: 4345.729004
	Iteration 25Q: 3 clusters Score -714267.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -714267.937500 Penalty: 4345.729004
	Iteration 26Q: 3 clusters Score -714267.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -714267.937500 Penalty: 4345.729004
	Iteration 27F: 3 clusters Score -714267.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 159477 members 
Mstep: Class 3 contains 16231 members 
Mstep: Class 4 contains 10202 members 
Mstep: Class 5 contains 43296 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 7 contains 4792 members 
Mstep: Class 8 contains 27938 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3366 members 
Mstep: Class 12 contains 24863 members 
Mstep: Class 13 contains 17824 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 70389 members 
Mstep: Class 17 contains 221002 members 
Mstep: Class 19 contains 45287 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4891 members 
Mstep: Class 22 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043288.000000 Penalty: 69967.726562
Iteration 279Q: 22 clusters Score -8.004329e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 159482 members 
Mstep: Class 3 contains 16232 members 
Mstep: Class 4 contains 10207 members 
Mstep: Class 5 contains 43308 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 7 contains 4793 members 
Mstep: Class 8 contains 27932 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3367 members 
Mstep: Class 12 contains 24864 members 
Mstep: Class 13 contains 17822 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 70420 members 
Mstep: Class 17 contains 220980 members 
Mstep: Class 19 contains 45260 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4891 members 
Mstep: Class 22 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043376.000000 Penalty: 69967.726562
Iteration 280F: 22 clusters Score -8.004338e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 159469 members 
Mstep: Class 3 contains 16232 members 
Mstep: Class 4 contains 10207 members 
Mstep: Class 5 contains 43321 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 7 contains 4791 members 
Mstep: Class 8 contains 27927 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 12 contains 24865 members 
Mstep: Class 13 contains 17822 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 70437 members 
Mstep: Class 17 contains 221002 members 
Mstep: Class 19 contains 45230 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4890 members 
Mstep: Class 22 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043440.000000 Penalty: 69967.726562
Iteration 281Q: 22 clusters Score -8.004344e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 159455 members 
Mstep: Class 3 contains 16235 members 
Mstep: Class 4 contains 10205 members 
Mstep: Class 5 contains 43328 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 7 contains 4791 members 
Mstep: Class 8 contains 27926 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 12 contains 24861 members 
Mstep: Class 13 contains 17818 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 70461 members 
Mstep: Class 17 contains 221026 members 
Mstep: Class 19 contains 45198 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4890 members 
Mstep: Class 22 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043264.000000 Penalty: 69967.726562
Iteration 282Q: 22 clusters Score -8.004326e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 159439 members 
Mstep: Class 3 contains 16236 members 
Mstep: Class 4 contains 10208 members 
Mstep: Class 5 contains 43343 members 
Mstep: Class 6 contains 1680 members 
Mstep: Class 7 contains 4791 members 
Mstep: Class 8 contains 27920 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3363 members 
Mstep: Class 12 contains 24864 members 
Mstep: Class 13 contains 17812 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 70478 members 
Mstep: Class 17 contains 221039 members 
Mstep: Class 19 contains 45175 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4890 members 
Mstep: Class 22 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043280.000000 Penalty: 69967.726562
Iteration 283Q: 22 clusters Score -8.004328e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 159421 members 
Mstep: Class 3 contains 16237 members 
Mstep: Class 4 contains 10211 members 
Mstep: Class 5 contains 43359 members 
Mstep: Class 6 contains 1680 members 
Mstep: Class 7 contains 4791 members 
Mstep: Class 8 contains 27911 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3362 members 
Mstep: Class 12 contains 24862 members 
Mstep: Class 13 contains 17808 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 70503 members 
Mstep: Class 17 contains 221047 members 
Mstep: Class 19 contains 45159 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4889 members 
Mstep: Class 22 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043256.000000 Penalty: 69967.726562
Iteration 284Q: 22 clusters Score -8.004326e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 159383 members 
Mstep: Class 3 contains 16237 members 
Mstep: Class 4 contains 10214 members 
Mstep: Class 5 contains 43377 members 
Mstep: Class 6 contains 1680 members 
Mstep: Class 7 contains 4789 members 
Mstep: Class 8 contains 27906 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3362 members 
Mstep: Class 12 contains 24863 members 
Mstep: Class 13 contains 17809 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 70520 members 
Mstep: Class 17 contains 221071 members 
Mstep: Class 19 contains 45142 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4888 members 
Mstep: Class 22 contains 6382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043208.000000 Penalty: 69967.726562
Iteration 285Q: 22 clusters Score -8.004321e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 159337 members 
Mstep: Class 3 contains 16236 members 
Mstep: Class 4 contains 10221 members 
Mstep: Class 5 contains 43392 members 
Mstep: Class 6 contains 1680 members 
Mstep: Class 7 contains 4793 members 
Mstep: Class 8 contains 27903 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3360 members 
Mstep: Class 12 contains 24868 members 
Mstep: Class 13 contains 17811 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 70546 members 
Mstep: Class 17 contains 221073 members 
Mstep: Class 19 contains 45135 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 4886 members 
Mstep: Class 22 contains 6380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043088.000000 Penalty: 69967.726562
Iteration 286Q: 22 clusters Score -8.004309e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 159317 members 
Mstep: Class 3 contains 16236 members 
Mstep: Class 4 contains 10222 members 
Mstep: Class 5 contains 43406 members 
Mstep: Class 6 contains 1680 members 
Mstep: Class 7 contains 4795 members 
Mstep: Class 8 contains 27899 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3360 members 
Mstep: Class 12 contains 24864 members 
Mstep: Class 13 contains 17813 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 70557 members 
Mstep: Class 17 contains 221084 members 
Mstep: Class 19 contains 45123 members 
Mstep: Class 20 contains 4322 members 
Mstep: Class 21 contains 4883 members 
Mstep: Class 22 contains 6382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043136.000000 Penalty: 69967.726562
Iteration 287Q: 22 clusters Score -8.004314e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 159319 members 
Mstep: Class 3 contains 16236 members 
Mstep: Class 4 contains 10221 members 
Mstep: Class 5 contains 43414 members 
Mstep: Class 6 contains 1680 members 
Mstep: Class 7 contains 4797 members 
Mstep: Class 8 contains 27891 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3359 members 
Mstep: Class 12 contains 24868 members 
Mstep: Class 13 contains 17812 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 70577 members 
Mstep: Class 17 contains 221072 members 
Mstep: Class 19 contains 45111 members 
Mstep: Class 20 contains 4322 members 
Mstep: Class 21 contains 4881 members 
Mstep: Class 22 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043216.000000 Penalty: 69967.726562
Iteration 288Q: 22 clusters Score -8.004322e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 159309 members 
Mstep: Class 3 contains 16236 members 
Mstep: Class 4 contains 10220 members 
Mstep: Class 5 contains 43425 members 
Mstep: Class 6 contains 1680 members 
Mstep: Class 7 contains 4795 members 
Mstep: Class 8 contains 27882 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3360 members 
Mstep: Class 12 contains 24867 members 
Mstep: Class 13 contains 17814 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 70592 members 
Mstep: Class 17 contains 221082 members 
Mstep: Class 19 contains 45093 members 
Mstep: Class 20 contains 4322 members 
Mstep: Class 21 contains 4880 members 
Mstep: Class 22 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043176.000000 Penalty: 69967.726562
Iteration 289Q: 22 clusters Score -8.004318e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 159305 members 
Mstep: Class 3 contains 16235 members 
Mstep: Class 4 contains 10224 members 
Mstep: Class 5 contains 43430 members 
Mstep: Class 6 contains 1680 members 
Mstep: Class 7 contains 4796 members 
Mstep: Class 8 contains 27876 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3360 members 
Mstep: Class 12 contains 24866 members 
Mstep: Class 13 contains 17818 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 70606 members 
Mstep: Class 17 contains 221085 members 
Mstep: Class 19 contains 45073 members 
Mstep: Class 20 contains 4322 members 
Mstep: Class 21 contains 4880 members 
Mstep: Class 22 contains 6386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043296.000000 Penalty: 69967.726562
Iteration 290Q: 22 clusters Score -8.00433e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 159324 members 
Mstep: Class 3 contains 16235 members 
Mstep: Class 4 contains 10224 members 
Mstep: Class 5 contains 43429 members 
Mstep: Class 6 contains 1680 members 
Mstep: Class 7 contains 4796 members 
Mstep: Class 8 contains 27868 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3360 members 
Mstep: Class 12 contains 24870 members 
Mstep: Class 13 contains 17818 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2297 members 
Mstep: Class 16 contains 70614 members 
Mstep: Class 17 contains 221083 members 
Mstep: Class 19 contains 45055 members 
Mstep: Class 20 contains 4322 members 
Mstep: Class 21 contains 4880 members 
Mstep: Class 22 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043336.000000 Penalty: 69967.726562
Iteration 291Q: 22 clusters Score -8.004334e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 159325 members 
Mstep: Class 3 contains 16235 members 
Mstep: Class 4 contains 10225 members 
Mstep: Class 5 contains 43430 members 
Mstep: Class 6 contains 1679 members 
Mstep: Class 7 contains 4797 members 
Mstep: Class 8 contains 27861 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3359 members 
Mstep: Class 12 contains 24872 members 
Mstep: Class 13 contains 17818 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 70630 members 
Mstep: Class 17 contains 221087 members 
Mstep: Class 19 contains 45036 members 
Mstep: Class 20 contains 4322 members 
Mstep: Class 21 contains 4880 members 
Mstep: Class 22 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043584.000000 Penalty: 69967.726562
Iteration 292Q: 22 clusters Score -8.004358e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 159308 members 
Mstep: Class 3 contains 16234 members 
Mstep: Class 4 contains 10225 members 
Mstep: Class 5 contains 43420 members 
Mstep: Class 6 contains 1678 members 
Mstep: Class 7 contains 4798 members 
Mstep: Class 8 contains 27854 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3359 members 
Mstep: Class 12 contains 24872 members 
Mstep: Class 13 contains 17822 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 70655 members 
Mstep: Class 17 contains 221105 members 
Mstep: Class 19 contains 45021 members 
Mstep: Class 20 contains 4322 members 
Mstep: Class 21 contains 4879 members 
Mstep: Class 22 contains 6387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043576.000000 Penalty: 69967.726562
Iteration 293Q: 22 clusters Score -8.004358e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 159319 members 
Mstep: Class 3 contains 16234 members 
Mstep: Class 4 contains 10227 members 
Mstep: Class 5 contains 43408 members 
Mstep: Class 6 contains 1678 members 
Mstep: Class 7 contains 4799 members 
Mstep: Class 8 contains 27851 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3360 members 
Mstep: Class 12 contains 24871 members 
Mstep: Class 13 contains 17823 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 70664 members 
Mstep: Class 17 contains 221106 members 
Mstep: Class 19 contains 45012 members 
Mstep: Class 20 contains 4322 members 
Mstep: Class 21 contains 4877 members 
Mstep: Class 22 contains 6388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043488.000000 Penalty: 69967.726562
Iteration 294Q: 22 clusters Score -8.004349e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 159331 members 
Mstep: Class 3 contains 16234 members 
Mstep: Class 4 contains 10226 members 
Mstep: Class 5 contains 43405 members 
Mstep: Class 6 contains 1678 members 
Mstep: Class 7 contains 4802 members 
Mstep: Class 8 contains 27846 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3360 members 
Mstep: Class 12 contains 24867 members 
Mstep: Class 13 contains 17826 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 70669 members 
Mstep: Class 17 contains 221117 members 
Mstep: Class 19 contains 44992 members 
Mstep: Class 20 contains 4321 members 
Mstep: Class 21 contains 4876 members 
Mstep: Class 22 contains 6387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043536.000000 Penalty: 69967.726562
Iteration 295Q: 22 clusters Score -8.004354e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 159323 members 
Mstep: Class 3 contains 16234 members 
Mstep: Class 4 contains 10234 members 
Mstep: Class 5 contains 43399 members 
Mstep: Class 6 contains 1678 members 
Mstep: Class 7 contains 4803 members 
Mstep: Class 8 contains 27846 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3361 members 
Mstep: Class 12 contains 24863 members 
Mstep: Class 13 contains 17827 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2303 members 
Mstep: Class 16 contains 70691 members 
Mstep: Class 17 contains 221118 members 
Mstep: Class 19 contains 44977 members 
Mstep: Class 20 contains 4321 members 
Mstep: Class 21 contains 4876 members 
Mstep: Class 22 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043560.000000 Penalty: 69967.726562
Iteration 296Q: 22 clusters Score -8.004356e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 159316 members 
Mstep: Class 3 contains 16234 members 
Mstep: Class 4 contains 10240 members 
Mstep: Class 5 contains 43398 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 4802 members 
Mstep: Class 8 contains 27847 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3359 members 
Mstep: Class 12 contains 24861 members 
Mstep: Class 13 contains 17827 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 70706 members 
Mstep: Class 17 contains 221132 members 
Mstep: Class 19 contains 44959 members 
Mstep: Class 20 contains 4321 members 
Mstep: Class 21 contains 4875 members 
Mstep: Class 22 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043536.000000 Penalty: 69967.726562
Iteration 297Q: 22 clusters Score -8.004354e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 159286 members 
Mstep: Class 3 contains 16234 members 
Mstep: Class 4 contains 10243 members 
Mstep: Class 5 contains 43407 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 4809 members 
Mstep: Class 8 contains 27846 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3355 members 
Mstep: Class 12 contains 24859 members 
Mstep: Class 13 contains 17824 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 70727 members 
Mstep: Class 17 contains 221154 members 
Mstep: Class 19 contains 44940 members 
Mstep: Class 20 contains 4321 members 
Mstep: Class 21 contains 4875 members 
Mstep: Class 22 contains 6381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043544.000000 Penalty: 69967.726562
Iteration 298Q: 22 clusters Score -8.004354e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 159266 members 
Mstep: Class 3 contains 16235 members 
Mstep: Class 4 contains 10249 members 
Mstep: Class 5 contains 43412 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 4809 members 
Mstep: Class 8 contains 27851 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3354 members 
Mstep: Class 12 contains 24859 members 
Mstep: Class 13 contains 17823 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 70739 members 
Mstep: Class 17 contains 221167 members 
Mstep: Class 19 contains 44921 members 
Mstep: Class 20 contains 4321 members 
Mstep: Class 21 contains 4875 members 
Mstep: Class 22 contains 6380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043680.000000 Penalty: 69967.726562
Iteration 299Q: 22 clusters Score -8.004368e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 159242 members 
Mstep: Class 3 contains 16235 members 
Mstep: Class 4 contains 10253 members 
Mstep: Class 5 contains 43417 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 4810 members 
Mstep: Class 8 contains 27849 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3353 members 
Mstep: Class 12 contains 24862 members 
Mstep: Class 13 contains 17824 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 70738 members 
Mstep: Class 17 contains 221210 members 
Mstep: Class 19 contains 44894 members 
Mstep: Class 20 contains 4321 members 
Mstep: Class 21 contains 4874 members 
Mstep: Class 22 contains 6379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043488.000000 Penalty: 69967.726562
Iteration 300F: 22 clusters Score -8.004349e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 159210 members 
Mstep: Class 3 contains 16235 members 
Mstep: Class 4 contains 10256 members 
Mstep: Class 5 contains 43427 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 4818 members 
Mstep: Class 8 contains 27852 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3354 members 
Mstep: Class 12 contains 24864 members 
Mstep: Class 13 contains 17823 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 70745 members 
Mstep: Class 17 contains 221227 members 
Mstep: Class 19 contains 44877 members 
Mstep: Class 20 contains 4321 members 
Mstep: Class 21 contains 4873 members 
Mstep: Class 22 contains 6380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043536.000000 Penalty: 69967.726562
Iteration 301Q: 22 clusters Score -8.004354e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 159184 members 
Mstep: Class 3 contains 16235 members 
Mstep: Class 4 contains 10256 members 
Mstep: Class 5 contains 43434 members 
Mstep: Class 6 contains 1675 members 
Mstep: Class 7 contains 4824 members 
Mstep: Class 8 contains 27846 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3352 members 
Mstep: Class 12 contains 24863 members 
Mstep: Class 13 contains 17825 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 70765 members 
Mstep: Class 17 contains 221247 members 
Mstep: Class 19 contains 44859 members 
Mstep: Class 20 contains 4321 members 
Mstep: Class 21 contains 4873 members 
Mstep: Class 22 contains 6377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043496.000000 Penalty: 69967.726562
Iteration 302Q: 22 clusters Score -8.00435e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 159175 members 
Mstep: Class 3 contains 16234 members 
Mstep: Class 4 contains 10262 members 
Mstep: Class 5 contains 43444 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 4832 members 
Mstep: Class 8 contains 27838 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3352 members 
Mstep: Class 12 contains 24858 members 
Mstep: Class 13 contains 17829 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 70780 members 
Mstep: Class 17 contains 221245 members 
Mstep: Class 19 contains 44840 members 
Mstep: Class 20 contains 4321 members 
Mstep: Class 21 contains 4873 members 
Mstep: Class 22 contains 6376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043472.000000 Penalty: 69967.726562
Iteration 303Q: 22 clusters Score -8.004347e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 159148 members 
Mstep: Class 3 contains 16232 members 
Mstep: Class 4 contains 10270 members 
Mstep: Class 5 contains 43461 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 4833 members 
Mstep: Class 8 contains 27833 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3351 members 
Mstep: Class 12 contains 24858 members 
Mstep: Class 13 contains 17829 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 70782 members 
Mstep: Class 17 contains 221269 members 
Mstep: Class 19 contains 44822 members 
Mstep: Class 20 contains 4321 members 
Mstep: Class 21 contains 4873 members 
Mstep: Class 22 contains 6377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043464.000000 Penalty: 69967.726562
Iteration 304Q: 22 clusters Score -8.004346e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 159151 members 
Mstep: Class 3 contains 16232 members 
Mstep: Class 4 contains 10276 members 
Mstep: Class 5 contains 43475 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 4837 members 
Mstep: Class 8 contains 27821 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3351 members 
Mstep: Class 12 contains 24851 members 
Mstep: Class 13 contains 17834 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 70778 members 
Mstep: Class 17 contains 221279 members 
Mstep: Class 19 contains 44804 members 
Mstep: Class 20 contains 4321 members 
Mstep: Class 21 contains 4873 members 
Mstep: Class 22 contains 6376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043496.000000 Penalty: 69967.726562
Iteration 305Q: 22 clusters Score -8.00435e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 159160 members 
Mstep: Class 3 contains 16231 members 
Mstep: Class 4 contains 10277 members 
Mstep: Class 5 contains 43489 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 4840 members 
Mstep: Class 8 contains 27815 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3351 members 
Mstep: Class 12 contains 24853 members 
Mstep: Class 13 contains 17834 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 70779 members 
Mstep: Class 17 contains 221285 members 
Mstep: Class 19 contains 44777 members 
Mstep: Class 20 contains 4321 members 
Mstep: Class 21 contains 4873 members 
Mstep: Class 22 contains 6374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043520.000000 Penalty: 69967.726562
Iteration 306Q: 22 clusters Score -8.004352e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 159191 members 
Mstep: Class 3 contains 16229 members 
Mstep: Class 4 contains 10280 members 
Mstep: Class 5 contains 43495 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 4844 members 
Mstep: Class 8 contains 27803 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3350 members 
Mstep: Class 12 contains 24849 members 
Mstep: Class 13 contains 17834 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 70782 members 
Mstep: Class 17 contains 221278 members 
Mstep: Class 19 contains 44756 members 
Mstep: Class 20 contains 4322 members 
Mstep: Class 21 contains 4873 members 
Mstep: Class 22 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043520.000000 Penalty: 69967.726562
Iteration 307Q: 22 clusters Score -8.004352e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 159232 members 
Mstep: Class 3 contains 16229 members 
Mstep: Class 4 contains 10282 members 
Mstep: Class 5 contains 43502 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 4846 members 
Mstep: Class 8 contains 27788 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3350 members 
Mstep: Class 12 contains 24843 members 
Mstep: Class 13 contains 17836 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 70788 members 
Mstep: Class 17 contains 221251 members 
Mstep: Class 19 contains 44745 members 
Mstep: Class 20 contains 4321 members 
Mstep: Class 21 contains 4873 members 
Mstep: Class 22 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043560.000000 Penalty: 69967.726562
Iteration 308Q: 22 clusters Score -8.004356e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 159241 members 
Mstep: Class 3 contains 16229 members 
Mstep: Class 4 contains 10286 members 
Mstep: Class 5 contains 43510 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 4846 members 
Mstep: Class 8 contains 27776 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3349 members 
Mstep: Class 12 contains 24834 members 
Mstep: Class 13 contains 17833 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 70791 members 
Mstep: Class 17 contains 221265 members 
Mstep: Class 19 contains 44732 members 
Mstep: Class 20 contains 4322 members 
Mstep: Class 21 contains 4872 members 
Mstep: Class 22 contains 6376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043552.000000 Penalty: 69967.726562
Iteration 309Q: 22 clusters Score -8.004355e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 159251 members 
Mstep: Class 3 contains 16230 members 
Mstep: Class 4 contains 10288 members 
Mstep: Class 5 contains 43510 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 4847 members 
Mstep: Class 8 contains 27761 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3349 members 
Mstep: Class 12 contains 24834 members 
Mstep: Class 13 contains 17829 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 70791 members 
Mstep: Class 17 contains 221280 members 
Mstep: Class 19 contains 44723 members 
Mstep: Class 20 contains 4322 members 
Mstep: Class 21 contains 4870 members 
Mstep: Class 22 contains 6376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043512.000000 Penalty: 69967.726562
Iteration 310Q: 22 clusters Score -8.004351e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 159257 members 
Mstep: Class 3 contains 16230 members 
Mstep: Class 4 contains 10290 members 
Mstep: Class 5 contains 43516 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 4848 members 
Mstep: Class 8 contains 27749 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3349 members 
Mstep: Class 12 contains 24832 members 
Mstep: Class 13 contains 17826 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 70790 members 
Mstep: Class 17 contains 221297 members 
Mstep: Class 19 contains 44712 members 
Mstep: Class 20 contains 4322 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 6374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043576.000000 Penalty: 69967.726562
Iteration 311Q: 22 clusters Score -8.004358e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 159269 members 
Mstep: Class 3 contains 16231 members 
Mstep: Class 4 contains 10293 members 
Mstep: Class 5 contains 43522 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 4850 members 
Mstep: Class 8 contains 27743 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3349 members 
Mstep: Class 12 contains 24827 members 
Mstep: Class 13 contains 17826 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 70801 members 
Mstep: Class 17 contains 221289 members 
Mstep: Class 19 contains 44698 members 
Mstep: Class 20 contains 4322 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 6372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043552.000000 Penalty: 69967.726562
Iteration 312Q: 22 clusters Score -8.004355e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 159275 members 
Mstep: Class 3 contains 16233 members 
Mstep: Class 4 contains 10298 members 
Mstep: Class 5 contains 43531 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 4854 members 
Mstep: Class 8 contains 27732 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3349 members 
Mstep: Class 12 contains 24829 members 
Mstep: Class 13 contains 17825 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 70800 members 
Mstep: Class 17 contains 221287 members 
Mstep: Class 19 contains 44682 members 
Mstep: Class 20 contains 4321 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 6376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043592.000000 Penalty: 69967.726562
Iteration 313Q: 22 clusters Score -8.004359e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 159283 members 
Mstep: Class 3 contains 16232 members 
Mstep: Class 4 contains 10299 members 
Mstep: Class 5 contains 43542 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 4855 members 
Mstep: Class 8 contains 27720 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3348 members 
Mstep: Class 12 contains 24832 members 
Mstep: Class 13 contains 17830 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 70811 members 
Mstep: Class 17 contains 221272 members 
Mstep: Class 19 contains 44673 members 
Mstep: Class 20 contains 4320 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 6373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043736.000000 Penalty: 69967.726562
Iteration 314Q: 22 clusters Score -8.004374e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 159280 members 
Mstep: Class 3 contains 16231 members 
Mstep: Class 4 contains 10297 members 
Mstep: Class 5 contains 43549 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 4856 members 
Mstep: Class 8 contains 27709 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3348 members 
Mstep: Class 12 contains 24830 members 
Mstep: Class 13 contains 17834 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 70815 members 
Mstep: Class 17 contains 221287 members 
Mstep: Class 19 contains 44662 members 
Mstep: Class 20 contains 4319 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 6371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043680.000000 Penalty: 69967.726562
Iteration 315Q: 22 clusters Score -8.004368e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 159281 members 
Mstep: Class 3 contains 16231 members 
Mstep: Class 4 contains 10297 members 
Mstep: Class 5 contains 43545 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 4857 members 
Mstep: Class 8 contains 27702 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3348 members 
Mstep: Class 12 contains 24827 members 
Mstep: Class 13 contains 17834 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 70832 members 
Mstep: Class 17 contains 221297 members 
Mstep: Class 19 contains 44648 members 
Mstep: Class 20 contains 4318 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 6370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043704.000000 Penalty: 69967.726562
Iteration 316Q: 22 clusters Score -8.00437e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 159321 members 
Mstep: Class 3 contains 16233 members 
Mstep: Class 4 contains 10299 members 
Mstep: Class 5 contains 43540 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 4857 members 
Mstep: Class 8 contains 27689 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3347 members 
Mstep: Class 12 contains 24820 members 
Mstep: Class 13 contains 17836 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 70830 members 
Mstep: Class 17 contains 221298 members 
Mstep: Class 19 contains 44629 members 
Mstep: Class 20 contains 4316 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 6370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043608.000000 Penalty: 69967.726562
Iteration 317Q: 22 clusters Score -8.004361e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 159330 members 
Mstep: Class 3 contains 16233 members 
Mstep: Class 4 contains 10300 members 
Mstep: Class 5 contains 43533 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 4858 members 
Mstep: Class 8 contains 27681 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24820 members 
Mstep: Class 13 contains 17840 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 70858 members 
Mstep: Class 17 contains 221289 members 
Mstep: Class 19 contains 44616 members 
Mstep: Class 20 contains 4315 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 6367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043760.000000 Penalty: 69967.726562
Iteration 318Q: 22 clusters Score -8.004376e+07 nChanged 288
Entering ConstructFrom: 
Score: -80043760.000000 Penalty: 69967.726562
Entering ConstructFrom: 
Trying to split cluster 1 (16322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Entering Unmasked Estep 
Score: -1957431.750000 Penalty: 2405.666748
	Iteration 0F: 2 clusters Score -1957432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1945682.375000 Penalty: 4811.333496
	Iteration 0F: 3 clusters Score -1945682 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1949556.375000 Penalty: 4811.333496
	Iteration 1F: 3 clusters Score -1949556 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1950074.375000 Penalty: 4811.333496
	Iteration 2F: 3 clusters Score -1950074 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1950533.000000 Penalty: 4811.333496
	Iteration 3F: 3 clusters Score -1950533 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1950973.500000 Penalty: 4811.333496
	Iteration 4F: 3 clusters Score -1950974 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1951340.000000 Penalty: 4811.333496
	Iteration 5Q: 3 clusters Score -1951340 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1951620.000000 Penalty: 4811.333496
	Iteration 6Q: 3 clusters Score -1951620 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1951892.875000 Penalty: 4811.333496
	Iteration 7Q: 3 clusters Score -1951893 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1952154.125000 Penalty: 4811.333496
	Iteration 8Q: 3 clusters Score -1952154 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1952422.000000 Penalty: 4811.333496
	Iteration 9Q: 3 clusters Score -1952422 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1952722.000000 Penalty: 4811.333496
	Iteration 10Q: 3 clusters Score -1952722 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1953079.250000 Penalty: 4811.333496
	Iteration 11Q: 3 clusters Score -1953079 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1953449.875000 Penalty: 4811.333496
	Iteration 12Q: 3 clusters Score -1953450 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1953847.250000 Penalty: 4811.333496
	Iteration 13Q: 3 clusters Score -1953847 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1954233.625000 Penalty: 4811.333496
	Iteration 14Q: 3 clusters Score -1954234 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1954581.500000 Penalty: 4811.333496
	Iteration 15Q: 3 clusters Score -1954582 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1954862.375000 Penalty: 4811.333496
	Iteration 16Q: 3 clusters Score -1954862 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1955075.500000 Penalty: 4811.333496
	Iteration 17Q: 3 clusters Score -1955076 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1955209.625000 Penalty: 4811.333496
	Iteration 18Q: 3 clusters Score -1955210 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1955306.875000 Penalty: 4811.333496
	Iteration 19Q: 3 clusters Score -1955307 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1955382.000000 Penalty: 4811.333496
	Iteration 20F: 3 clusters Score -1955382 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -1955419.250000 Penalty: 4811.333496
	Iteration 21Q: 3 clusters Score -1955419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1955445.625000 Penalty: 4811.333496
	Iteration 22Q: 3 clusters Score -1955446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1955463.375000 Penalty: 4811.333496
	Iteration 23Q: 3 clusters Score -1955463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1955474.875000 Penalty: 4811.333496
	Iteration 24Q: 3 clusters Score -1955475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -1955483.000000 Penalty: 4811.333496
	Iteration 25Q: 3 clusters Score -1955483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1955493.875000 Penalty: 4811.333496
	Iteration 26Q: 3 clusters Score -1955494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1955503.000000 Penalty: 4811.333496
	Iteration 27Q: 3 clusters Score -1955503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1955517.250000 Penalty: 4811.333496
	Iteration 28Q: 3 clusters Score -1955517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -1955525.875000 Penalty: 4811.333496
	Iteration 29Q: 3 clusters Score -1955526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -1955539.750000 Penalty: 4811.333496
	Iteration 30Q: 3 clusters Score -1955540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1955543.000000 Penalty: 4811.333496
	Iteration 31Q: 3 clusters Score -1955543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1955555.625000 Penalty: 4811.333496
	Iteration 32Q: 3 clusters Score -1955556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -1955561.500000 Penalty: 4811.333496
	Iteration 33Q: 3 clusters Score -1955562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -1955568.875000 Penalty: 4811.333496
	Iteration 34Q: 3 clusters Score -1955569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1955578.250000 Penalty: 4811.333496
	Iteration 35Q: 3 clusters Score -1955578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1955578.500000 Penalty: 4811.333496
	Iteration 36Q: 3 clusters Score -1955578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1955585.125000 Penalty: 4811.333496
	Iteration 37Q: 3 clusters Score -1955585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1955586.000000 Penalty: 4811.333496
	Iteration 38Q: 3 clusters Score -1955586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1955589.625000 Penalty: 4811.333496
	Iteration 39Q: 3 clusters Score -1955590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1955590.500000 Penalty: 4811.333496
	Iteration 40F: 3 clusters Score -1955590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1955590.000000 Penalty: 4811.333496
	Iteration 41Q: 3 clusters Score -1955590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1955592.125000 Penalty: 4811.333496
	Iteration 42Q: 3 clusters Score -1955592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1955592.125000 Penalty: 4811.333496
	Iteration 43F: 3 clusters Score -1955592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (159341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159341 members 
Entering Unmasked Estep 
Score: -18952482.000000 Penalty: 2970.742920
	Iteration 0F: 2 clusters Score -1.895248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79495 members 
Mstep: Class 2 contains 79846 members 
Entering Unmasked Estep 
Score: -18848686.000000 Penalty: 5941.485840
	Iteration 0F: 3 clusters Score -1.884869e+07 nChanged 76164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76763 members 
Mstep: Class 2 contains 82578 members 
Entering Unmasked Estep 
Score: -18893320.000000 Penalty: 5941.485840
	Iteration 1F: 3 clusters Score -1.889332e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74932 members 
Mstep: Class 2 contains 84409 members 
Entering Unmasked Estep 
Score: -18895062.000000 Penalty: 5941.485840
	Iteration 2Q: 3 clusters Score -1.889506e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72348 members 
Mstep: Class 2 contains 86993 members 
Entering Unmasked Estep 
Score: -18897892.000000 Penalty: 5941.485840
	Iteration 3Q: 3 clusters Score -1.889789e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68983 members 
Mstep: Class 2 contains 90358 members 
Entering Unmasked Estep 
Score: -18901974.000000 Penalty: 5941.485840
	Iteration 4Q: 3 clusters Score -1.890197e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 94219 members 
Entering Unmasked Estep 
Score: -18906948.000000 Penalty: 5941.485840
	Iteration 5F: 3 clusters Score -1.890695e+07 nChanged 8818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61154 members 
Mstep: Class 2 contains 98187 members 
Entering Unmasked Estep 
Score: -18912480.000000 Penalty: 5941.485840
	Iteration 6F: 3 clusters Score -1.891248e+07 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57651 members 
Mstep: Class 2 contains 101690 members 
Entering Unmasked Estep 
Score: -18918026.000000 Penalty: 5941.485840
	Iteration 7F: 3 clusters Score -1.891803e+07 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55125 members 
Mstep: Class 2 contains 104216 members 
Entering Unmasked Estep 
Score: -18923748.000000 Penalty: 5941.485840
	Iteration 8F: 3 clusters Score -1.892375e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 105661 members 
Entering Unmasked Estep 
Score: -18929058.000000 Penalty: 5941.485840
	Iteration 9F: 3 clusters Score -1.892906e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 106308 members 
Entering Unmasked Estep 
Score: -18932742.000000 Penalty: 5941.485840
	Iteration 10Q: 3 clusters Score -1.893274e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 106754 members 
Entering Unmasked Estep 
Score: -18934836.000000 Penalty: 5941.485840
	Iteration 11Q: 3 clusters Score -1.893484e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 107228 members 
Entering Unmasked Estep 
Score: -18935852.000000 Penalty: 5941.485840
	Iteration 12Q: 3 clusters Score -1.893585e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51565 members 
Mstep: Class 2 contains 107776 members 
Entering Unmasked Estep 
Score: -18936322.000000 Penalty: 5941.485840
	Iteration 13Q: 3 clusters Score -1.893632e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 108376 members 
Entering Unmasked Estep 
Score: -18936676.000000 Penalty: 5941.485840
	Iteration 14Q: 3 clusters Score -1.893668e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 108995 members 
Entering Unmasked Estep 
Score: -18936994.000000 Penalty: 5941.485840
	Iteration 15Q: 3 clusters Score -1.893699e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 109620 members 
Entering Unmasked Estep 
Score: -18937212.000000 Penalty: 5941.485840
	Iteration 16Q: 3 clusters Score -1.893721e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49048 members 
Mstep: Class 2 contains 110293 members 
Entering Unmasked Estep 
Score: -18937360.000000 Penalty: 5941.485840
	Iteration 17Q: 3 clusters Score -1.893736e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 110954 members 
Entering Unmasked Estep 
Score: -18937522.000000 Penalty: 5941.485840
	Iteration 18Q: 3 clusters Score -1.893752e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 111625 members 
Entering Unmasked Estep 
Score: -18937798.000000 Penalty: 5941.485840
	Iteration 19Q: 3 clusters Score -1.89378e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 112280 members 
Entering Unmasked Estep 
Score: -18938000.000000 Penalty: 5941.485840
	Iteration 20F: 3 clusters Score -1.8938e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 112951 members 
Entering Unmasked Estep 
Score: -18938142.000000 Penalty: 5941.485840
	Iteration 21Q: 3 clusters Score -1.893814e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 113606 members 
Entering Unmasked Estep 
Score: -18938286.000000 Penalty: 5941.485840
	Iteration 22Q: 3 clusters Score -1.893829e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 114352 members 
Entering Unmasked Estep 
Score: -18938454.000000 Penalty: 5941.485840
	Iteration 23Q: 3 clusters Score -1.893845e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 115173 members 
Entering Unmasked Estep 
Score: -18938674.000000 Penalty: 5941.485840
	Iteration 24Q: 3 clusters Score -1.893867e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 116037 members 
Entering Unmasked Estep 
Score: -18938814.000000 Penalty: 5941.485840
	Iteration 25Q: 3 clusters Score -1.893881e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 116970 members 
Entering Unmasked Estep 
Score: -18939048.000000 Penalty: 5941.485840
	Iteration 26Q: 3 clusters Score -1.893905e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 117905 members 
Entering Unmasked Estep 
Score: -18939208.000000 Penalty: 5941.485840
	Iteration 27Q: 3 clusters Score -1.893921e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 118880 members 
Entering Unmasked Estep 
Score: -18939526.000000 Penalty: 5941.485840
	Iteration 28Q: 3 clusters Score -1.893953e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 119897 members 
Entering Unmasked Estep 
Score: -18939598.000000 Penalty: 5941.485840
	Iteration 29Q: 3 clusters Score -1.89396e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 120992 members 
Entering Unmasked Estep 
Score: -18939858.000000 Penalty: 5941.485840
	Iteration 30Q: 3 clusters Score -1.893986e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 122073 members 
Entering Unmasked Estep 
Score: -18940012.000000 Penalty: 5941.485840
	Iteration 31Q: 3 clusters Score -1.894001e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 123218 members 
Entering Unmasked Estep 
Score: -18940270.000000 Penalty: 5941.485840
	Iteration 32Q: 3 clusters Score -1.894027e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 124347 members 
Entering Unmasked Estep 
Score: -18940524.000000 Penalty: 5941.485840
	Iteration 33Q: 3 clusters Score -1.894052e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 125509 members 
Entering Unmasked Estep 
Score: -18940836.000000 Penalty: 5941.485840
	Iteration 34Q: 3 clusters Score -1.894084e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 126732 members 
Entering Unmasked Estep 
Score: -18940986.000000 Penalty: 5941.485840
	Iteration 35Q: 3 clusters Score -1.894099e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 127957 members 
Entering Unmasked Estep 
Score: -18941254.000000 Penalty: 5941.485840
	Iteration 36Q: 3 clusters Score -1.894125e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 129229 members 
Entering Unmasked Estep 
Score: -18941594.000000 Penalty: 5941.485840
	Iteration 37Q: 3 clusters Score -1.894159e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 130567 members 
Entering Unmasked Estep 
Score: -18941896.000000 Penalty: 5941.485840
	Iteration 38Q: 3 clusters Score -1.89419e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 131880 members 
Entering Unmasked Estep 
Score: -18942148.000000 Penalty: 5941.485840
	Iteration 39Q: 3 clusters Score -1.894215e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 133251 members 
Entering Unmasked Estep 
Score: -18942480.000000 Penalty: 5941.485840
	Iteration 40F: 3 clusters Score -1.894248e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 134612 members 
Entering Unmasked Estep 
Score: -18942810.000000 Penalty: 5941.485840
	Iteration 41Q: 3 clusters Score -1.894281e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 135977 members 
Entering Unmasked Estep 
Score: -18943112.000000 Penalty: 5941.485840
	Iteration 42Q: 3 clusters Score -1.894311e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 137419 members 
Entering Unmasked Estep 
Score: -18943440.000000 Penalty: 5941.485840
	Iteration 43Q: 3 clusters Score -1.894344e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 138828 members 
Entering Unmasked Estep 
Score: -18943794.000000 Penalty: 5941.485840
	Iteration 44Q: 3 clusters Score -1.894379e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 140205 members 
Entering Unmasked Estep 
Score: -18944180.000000 Penalty: 5941.485840
	Iteration 45Q: 3 clusters Score -1.894418e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 141591 members 
Entering Unmasked Estep 
Score: -18944574.000000 Penalty: 5941.485840
	Iteration 46Q: 3 clusters Score -1.894457e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 142980 members 
Entering Unmasked Estep 
Score: -18944928.000000 Penalty: 5941.485840
	Iteration 47Q: 3 clusters Score -1.894493e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 144346 members 
Entering Unmasked Estep 
Score: -18945332.000000 Penalty: 5941.485840
	Iteration 48Q: 3 clusters Score -1.894533e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 145665 members 
Entering Unmasked Estep 
Score: -18945832.000000 Penalty: 5941.485840
	Iteration 49Q: 3 clusters Score -1.894583e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 146943 members 
Entering Unmasked Estep 
Score: -18946292.000000 Penalty: 5941.485840
	Iteration 50Q: 3 clusters Score -1.894629e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 148176 members 
Entering Unmasked Estep 
Score: -18946712.000000 Penalty: 5941.485840
	Iteration 51Q: 3 clusters Score -1.894671e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 149317 members 
Entering Unmasked Estep 
Score: -18947082.000000 Penalty: 5941.485840
	Iteration 52Q: 3 clusters Score -1.894708e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 150375 members 
Entering Unmasked Estep 
Score: -18947334.000000 Penalty: 5941.485840
	Iteration 53Q: 3 clusters Score -1.894733e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 151421 members 
Entering Unmasked Estep 
Score: -18947578.000000 Penalty: 5941.485840
	Iteration 54Q: 3 clusters Score -1.894758e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 152360 members 
Entering Unmasked Estep 
Score: -18947950.000000 Penalty: 5941.485840
	Iteration 55Q: 3 clusters Score -1.894795e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 153159 members 
Entering Unmasked Estep 
Score: -18948212.000000 Penalty: 5941.485840
	Iteration 56Q: 3 clusters Score -1.894821e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 153859 members 
Entering Unmasked Estep 
Score: -18948530.000000 Penalty: 5941.485840
	Iteration 57Q: 3 clusters Score -1.894853e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 154460 members 
Entering Unmasked Estep 
Score: -18948760.000000 Penalty: 5941.485840
	Iteration 58Q: 3 clusters Score -1.894876e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 154963 members 
Entering Unmasked Estep 
Score: -18948880.000000 Penalty: 5941.485840
	Iteration 59Q: 3 clusters Score -1.894888e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 155393 members 
Entering Unmasked Estep 
Score: -18949024.000000 Penalty: 5941.485840
	Iteration 60F: 3 clusters Score -1.894902e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 155758 members 
Entering Unmasked Estep 
Score: -18949142.000000 Penalty: 5941.485840
	Iteration 61Q: 3 clusters Score -1.894914e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 156052 members 
Entering Unmasked Estep 
Score: -18949282.000000 Penalty: 5941.485840
	Iteration 62Q: 3 clusters Score -1.894928e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 156266 members 
Entering Unmasked Estep 
Score: -18949402.000000 Penalty: 5941.485840
	Iteration 63Q: 3 clusters Score -1.89494e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 156465 members 
Entering Unmasked Estep 
Score: -18949502.000000 Penalty: 5941.485840
	Iteration 64Q: 3 clusters Score -1.89495e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 156641 members 
Entering Unmasked Estep 
Score: -18949568.000000 Penalty: 5941.485840
	Iteration 65Q: 3 clusters Score -1.894957e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 156787 members 
Entering Unmasked Estep 
Score: -18949648.000000 Penalty: 5941.485840
	Iteration 66Q: 3 clusters Score -1.894965e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 156927 members 
Entering Unmasked Estep 
Score: -18949686.000000 Penalty: 5941.485840
	Iteration 67Q: 3 clusters Score -1.894969e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 157063 members 
Entering Unmasked Estep 
Score: -18949724.000000 Penalty: 5941.485840
	Iteration 68Q: 3 clusters Score -1.894972e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 157171 members 
Entering Unmasked Estep 
Score: -18949766.000000 Penalty: 5941.485840
	Iteration 69Q: 3 clusters Score -1.894977e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 157268 members 
Entering Unmasked Estep 
Score: -18949794.000000 Penalty: 5941.485840
	Iteration 70Q: 3 clusters Score -1.894979e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 157346 members 
Entering Unmasked Estep 
Score: -18949838.000000 Penalty: 5941.485840
	Iteration 71Q: 3 clusters Score -1.894984e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 157430 members 
Entering Unmasked Estep 
Score: -18949850.000000 Penalty: 5941.485840
	Iteration 72Q: 3 clusters Score -1.894985e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 157498 members 
Entering Unmasked Estep 
Score: -18949878.000000 Penalty: 5941.485840
	Iteration 73Q: 3 clusters Score -1.894988e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 157557 members 
Entering Unmasked Estep 
Score: -18949916.000000 Penalty: 5941.485840
	Iteration 74Q: 3 clusters Score -1.894992e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 157601 members 
Entering Unmasked Estep 
Score: -18949906.000000 Penalty: 5941.485840
	Iteration 75Q: 3 clusters Score -1.894991e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 157639 members 
Entering Unmasked Estep 
Score: -18949920.000000 Penalty: 5941.485840
	Iteration 76Q: 3 clusters Score -1.894992e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 157669 members 
Entering Unmasked Estep 
Score: -18949920.000000 Penalty: 5941.485840
	Iteration 77Q: 3 clusters Score -1.894992e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 157696 members 
Entering Unmasked Estep 
Score: -18949936.000000 Penalty: 5941.485840
	Iteration 78Q: 3 clusters Score -1.894994e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 157715 members 
Entering Unmasked Estep 
Score: -18949936.000000 Penalty: 5941.485840
	Iteration 79Q: 3 clusters Score -1.894994e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 157733 members 
Entering Unmasked Estep 
Score: -18949952.000000 Penalty: 5941.485840
	Iteration 80F: 3 clusters Score -1.894995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 157744 members 
Entering Unmasked Estep 
Score: -18949944.000000 Penalty: 5941.485840
	Iteration 81Q: 3 clusters Score -1.894994e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 157754 members 
Entering Unmasked Estep 
Score: -18949956.000000 Penalty: 5941.485840
	Iteration 82Q: 3 clusters Score -1.894996e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 157768 members 
Entering Unmasked Estep 
Score: -18949950.000000 Penalty: 5941.485840
	Iteration 83Q: 3 clusters Score -1.894995e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 157784 members 
Entering Unmasked Estep 
Score: -18949952.000000 Penalty: 5941.485840
	Iteration 84Q: 3 clusters Score -1.894995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 157793 members 
Entering Unmasked Estep 
Score: -18949974.000000 Penalty: 5941.485840
	Iteration 85Q: 3 clusters Score -1.894997e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 157805 members 
Entering Unmasked Estep 
Score: -18949974.000000 Penalty: 5941.485840
	Iteration 86Q: 3 clusters Score -1.894997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 157808 members 
Entering Unmasked Estep 
Score: -18949982.000000 Penalty: 5941.485840
	Iteration 87Q: 3 clusters Score -1.894998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 157814 members 
Entering Unmasked Estep 
Score: -18949986.000000 Penalty: 5941.485840
	Iteration 88Q: 3 clusters Score -1.894999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 157814 members 
Entering Unmasked Estep 
Score: -18949982.000000 Penalty: 5941.485840
	Iteration 89Q: 3 clusters Score -1.894998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 157820 members 
Entering Unmasked Estep 
Score: -18949986.000000 Penalty: 5941.485840
	Iteration 90Q: 3 clusters Score -1.894999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 157823 members 
Entering Unmasked Estep 
Score: -18949980.000000 Penalty: 5941.485840
	Iteration 91Q: 3 clusters Score -1.894998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 157826 members 
Entering Unmasked Estep 
Score: -18949990.000000 Penalty: 5941.485840
	Iteration 92Q: 3 clusters Score -1.894999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 157828 members 
Entering Unmasked Estep 
Score: -18949986.000000 Penalty: 5941.485840
	Iteration 93Q: 3 clusters Score -1.894999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 157831 members 
Entering Unmasked Estep 
Score: -18949970.000000 Penalty: 5941.485840
	Iteration 94Q: 3 clusters Score -1.894997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 157832 members 
Entering Unmasked Estep 
Score: -18949970.000000 Penalty: 5941.485840
	Iteration 95Q: 3 clusters Score -1.894997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 157832 members 
Entering Unmasked Estep 
Score: -18949970.000000 Penalty: 5941.485840
	Iteration 96F: 3 clusters Score -1.894997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Entering Unmasked Estep 
Score: -1965977.000000 Penalty: 2404.326172
	Iteration 0F: 2 clusters Score -1965977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1954458.125000 Penalty: 4808.652344
	Iteration 0F: 3 clusters Score -1954458 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1958295.625000 Penalty: 4808.652344
	Iteration 1F: 3 clusters Score -1958296 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1958803.625000 Penalty: 4808.652344
	Iteration 2F: 3 clusters Score -1958804 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1959279.625000 Penalty: 4808.652344
	Iteration 3F: 3 clusters Score -1959280 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1959779.875000 Penalty: 4808.652344
	Iteration 4F: 3 clusters Score -1959780 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1960375.000000 Penalty: 4808.652344
	Iteration 5F: 3 clusters Score -1960375 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1961081.125000 Penalty: 4808.652344
	Iteration 6F: 3 clusters Score -1961081 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1961826.125000 Penalty: 4808.652344
	Iteration 7F: 3 clusters Score -1961826 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1962485.000000 Penalty: 4808.652344
	Iteration 8F: 3 clusters Score -1962485 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1963065.875000 Penalty: 4808.652344
	Iteration 9Q: 3 clusters Score -1963066 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1963455.375000 Penalty: 4808.652344
	Iteration 10Q: 3 clusters Score -1963455 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1963680.375000 Penalty: 4808.652344
	Iteration 11Q: 3 clusters Score -1963680 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1963809.625000 Penalty: 4808.652344
	Iteration 12Q: 3 clusters Score -1963810 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1963880.125000 Penalty: 4808.652344
	Iteration 13Q: 3 clusters Score -1963880 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1963940.000000 Penalty: 4808.652344
	Iteration 14Q: 3 clusters Score -1963940 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1963969.250000 Penalty: 4808.652344
	Iteration 15Q: 3 clusters Score -1963969 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1964005.875000 Penalty: 4808.652344
	Iteration 16Q: 3 clusters Score -1964006 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1964027.750000 Penalty: 4808.652344
	Iteration 17Q: 3 clusters Score -1964028 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1964048.875000 Penalty: 4808.652344
	Iteration 18Q: 3 clusters Score -1964049 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1964056.500000 Penalty: 4808.652344
	Iteration 19Q: 3 clusters Score -1964056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1964073.125000 Penalty: 4808.652344
	Iteration 20F: 3 clusters Score -1964073 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1964084.750000 Penalty: 4808.652344
	Iteration 21Q: 3 clusters Score -1964085 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1964097.500000 Penalty: 4808.652344
	Iteration 22Q: 3 clusters Score -1964098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1964109.875000 Penalty: 4808.652344
	Iteration 23Q: 3 clusters Score -1964110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1964122.000000 Penalty: 4808.652344
	Iteration 24Q: 3 clusters Score -1964122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1964128.500000 Penalty: 4808.652344
	Iteration 25Q: 3 clusters Score -1964128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1964136.375000 Penalty: 4808.652344
	Iteration 26Q: 3 clusters Score -1964136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1964145.625000 Penalty: 4808.652344
	Iteration 27Q: 3 clusters Score -1964146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -1964149.000000 Penalty: 4808.652344
	Iteration 28Q: 3 clusters Score -1964149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1964155.375000 Penalty: 4808.652344
	Iteration 29Q: 3 clusters Score -1964155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1964162.875000 Penalty: 4808.652344
	Iteration 30Q: 3 clusters Score -1964163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1964167.500000 Penalty: 4808.652344
	Iteration 31Q: 3 clusters Score -1964168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1964167.750000 Penalty: 4808.652344
	Iteration 32Q: 3 clusters Score -1964168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1964172.250000 Penalty: 4808.652344
	Iteration 33Q: 3 clusters Score -1964172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1964173.375000 Penalty: 4808.652344
	Iteration 34Q: 3 clusters Score -1964173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1964174.875000 Penalty: 4808.652344
	Iteration 35Q: 3 clusters Score -1964175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1964179.500000 Penalty: 4808.652344
	Iteration 36Q: 3 clusters Score -1964180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1964179.625000 Penalty: 4808.652344
	Iteration 37Q: 3 clusters Score -1964180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1964184.375000 Penalty: 4808.652344
	Iteration 38Q: 3 clusters Score -1964184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1964183.500000 Penalty: 4808.652344
	Iteration 39Q: 3 clusters Score -1964184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1964183.875000 Penalty: 4808.652344
	Iteration 40F: 3 clusters Score -1964184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1964183.375000 Penalty: 4808.652344
	Iteration 41Q: 3 clusters Score -1964183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1964183.375000 Penalty: 4808.652344
	Iteration 42F: 3 clusters Score -1964183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Entering Unmasked Estep 
Score: -1237435.375000 Penalty: 2291.495117
	Iteration 0F: 2 clusters Score -1237435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1229707.125000 Penalty: 4582.990234
	Iteration 0F: 3 clusters Score -1229707 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1231926.250000 Penalty: 4582.990234
	Iteration 1F: 3 clusters Score -1231926 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1232190.500000 Penalty: 4582.990234
	Iteration 2F: 3 clusters Score -1232190 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1232398.000000 Penalty: 4582.990234
	Iteration 3Q: 3 clusters Score -1232398 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1232630.250000 Penalty: 4582.990234
	Iteration 4Q: 3 clusters Score -1232630 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1232903.750000 Penalty: 4582.990234
	Iteration 5Q: 3 clusters Score -1232904 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1233229.250000 Penalty: 4582.990234
	Iteration 6Q: 3 clusters Score -1233229 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1233587.625000 Penalty: 4582.990234
	Iteration 7F: 3 clusters Score -1233588 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1233995.875000 Penalty: 4582.990234
	Iteration 8F: 3 clusters Score -1233996 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1234436.250000 Penalty: 4582.990234
	Iteration 9F: 3 clusters Score -1234436 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1234775.000000 Penalty: 4582.990234
	Iteration 10Q: 3 clusters Score -1234775 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1235055.500000 Penalty: 4582.990234
	Iteration 11Q: 3 clusters Score -1235056 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1235231.625000 Penalty: 4582.990234
	Iteration 12Q: 3 clusters Score -1235232 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1235315.375000 Penalty: 4582.990234
	Iteration 13Q: 3 clusters Score -1235315 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1235376.625000 Penalty: 4582.990234
	Iteration 14Q: 3 clusters Score -1235377 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1235416.750000 Penalty: 4582.990234
	Iteration 15Q: 3 clusters Score -1235417 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1235441.625000 Penalty: 4582.990234
	Iteration 16Q: 3 clusters Score -1235442 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1235458.750000 Penalty: 4582.990234
	Iteration 17Q: 3 clusters Score -1235459 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1235469.750000 Penalty: 4582.990234
	Iteration 18Q: 3 clusters Score -1235470 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1235483.625000 Penalty: 4582.990234
	Iteration 19Q: 3 clusters Score -1235484 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1235495.750000 Penalty: 4582.990234
	Iteration 20F: 3 clusters Score -1235496 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1235515.875000 Penalty: 4582.990234
	Iteration 21Q: 3 clusters Score -1235516 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1235531.625000 Penalty: 4582.990234
	Iteration 22Q: 3 clusters Score -1235532 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1235547.125000 Penalty: 4582.990234
	Iteration 23Q: 3 clusters Score -1235547 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1235563.625000 Penalty: 4582.990234
	Iteration 24Q: 3 clusters Score -1235564 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1235571.625000 Penalty: 4582.990234
	Iteration 25Q: 3 clusters Score -1235572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1235582.625000 Penalty: 4582.990234
	Iteration 26Q: 3 clusters Score -1235583 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1235595.000000 Penalty: 4582.990234
	Iteration 27Q: 3 clusters Score -1235595 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1235603.875000 Penalty: 4582.990234
	Iteration 28Q: 3 clusters Score -1235604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1235613.375000 Penalty: 4582.990234
	Iteration 29Q: 3 clusters Score -1235613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1235616.125000 Penalty: 4582.990234
	Iteration 30Q: 3 clusters Score -1235616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1235625.750000 Penalty: 4582.990234
	Iteration 31Q: 3 clusters Score -1235626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1235630.000000 Penalty: 4582.990234
	Iteration 32Q: 3 clusters Score -1235630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1235638.000000 Penalty: 4582.990234
	Iteration 33Q: 3 clusters Score -1235638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1235648.125000 Penalty: 4582.990234
	Iteration 34Q: 3 clusters Score -1235648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1235655.750000 Penalty: 4582.990234
	Iteration 35Q: 3 clusters Score -1235656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1235659.250000 Penalty: 4582.990234
	Iteration 36Q: 3 clusters Score -1235659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1235667.375000 Penalty: 4582.990234
	Iteration 37Q: 3 clusters Score -1235667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1235675.250000 Penalty: 4582.990234
	Iteration 38Q: 3 clusters Score -1235675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1235680.250000 Penalty: 4582.990234
	Iteration 39Q: 3 clusters Score -1235680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1235687.000000 Penalty: 4582.990234
	Iteration 40F: 3 clusters Score -1235687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1235690.375000 Penalty: 4582.990234
	Iteration 41Q: 3 clusters Score -1235690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1235696.125000 Penalty: 4582.990234
	Iteration 42Q: 3 clusters Score -1235696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1235699.500000 Penalty: 4582.990234
	Iteration 43Q: 3 clusters Score -1235700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1235703.125000 Penalty: 4582.990234
	Iteration 44Q: 3 clusters Score -1235703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1235702.000000 Penalty: 4582.990234
	Iteration 45Q: 3 clusters Score -1235702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1235707.375000 Penalty: 4582.990234
	Iteration 46Q: 3 clusters Score -1235707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1235707.000000 Penalty: 4582.990234
	Iteration 47Q: 3 clusters Score -1235707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1235707.875000 Penalty: 4582.990234
	Iteration 48Q: 3 clusters Score -1235708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1235708.375000 Penalty: 4582.990234
	Iteration 49Q: 3 clusters Score -1235708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1235709.000000 Penalty: 4582.990234
	Iteration 50Q: 3 clusters Score -1235709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1235710.750000 Penalty: 4582.990234
	Iteration 51Q: 3 clusters Score -1235711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1235708.750000 Penalty: 4582.990234
	Iteration 52Q: 3 clusters Score -1235709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1235710.500000 Penalty: 4582.990234
	Iteration 53Q: 3 clusters Score -1235710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1235711.125000 Penalty: 4582.990234
	Iteration 54Q: 3 clusters Score -1235711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1235711.125000 Penalty: 4582.990234
	Iteration 55F: 3 clusters Score -1235711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Entering Unmasked Estep 
Score: -5259798.000000 Penalty: 2648.944824
	Iteration 0F: 2 clusters Score -5259798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -5230315.000000 Penalty: 5297.889648
	Iteration 0F: 3 clusters Score -5230315 nChanged 20029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -5241402.000000 Penalty: 5297.889648
	Iteration 1F: 3 clusters Score -5241402 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -5242061.500000 Penalty: 5297.889648
	Iteration 2Q: 3 clusters Score -5242062 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -5242824.500000 Penalty: 5297.889648
	Iteration 3Q: 3 clusters Score -5242824 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -5243747.000000 Penalty: 5297.889648
	Iteration 4Q: 3 clusters Score -5243747 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -5244811.000000 Penalty: 5297.889648
	Iteration 5Q: 3 clusters Score -5244811 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -5245942.500000 Penalty: 5297.889648
	Iteration 6F: 3 clusters Score -5245942 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -5247374.500000 Penalty: 5297.889648
	Iteration 7F: 3 clusters Score -5247374 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -5249136.000000 Penalty: 5297.889648
	Iteration 8F: 3 clusters Score -5249136 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -5250927.500000 Penalty: 5297.889648
	Iteration 9F: 3 clusters Score -5250928 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -5252392.000000 Penalty: 5297.889648
	Iteration 10F: 3 clusters Score -5252392 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -5253232.500000 Penalty: 5297.889648
	Iteration 11Q: 3 clusters Score -5253232 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -5253594.500000 Penalty: 5297.889648
	Iteration 12Q: 3 clusters Score -5253594 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -5253763.000000 Penalty: 5297.889648
	Iteration 13Q: 3 clusters Score -5253763 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -5253862.500000 Penalty: 5297.889648
	Iteration 14Q: 3 clusters Score -5253862 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -5253930.000000 Penalty: 5297.889648
	Iteration 15Q: 3 clusters Score -5253930 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -5254001.000000 Penalty: 5297.889648
	Iteration 16Q: 3 clusters Score -5254001 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -5254056.000000 Penalty: 5297.889648
	Iteration 17Q: 3 clusters Score -5254056 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -5254107.000000 Penalty: 5297.889648
	Iteration 18Q: 3 clusters Score -5254107 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -5254141.000000 Penalty: 5297.889648
	Iteration 19Q: 3 clusters Score -5254141 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -5254186.000000 Penalty: 5297.889648
	Iteration 20F: 3 clusters Score -5254186 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -5254234.000000 Penalty: 5297.889648
	Iteration 21Q: 3 clusters Score -5254234 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -5254278.500000 Penalty: 5297.889648
	Iteration 22Q: 3 clusters Score -5254278 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -5254300.500000 Penalty: 5297.889648
	Iteration 23Q: 3 clusters Score -5254300 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -5254307.000000 Penalty: 5297.889648
	Iteration 24Q: 3 clusters Score -5254307 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -5254324.500000 Penalty: 5297.889648
	Iteration 25Q: 3 clusters Score -5254324 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -5254366.000000 Penalty: 5297.889648
	Iteration 26Q: 3 clusters Score -5254366 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -5254376.500000 Penalty: 5297.889648
	Iteration 27Q: 3 clusters Score -5254376 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -5254371.500000 Penalty: 5297.889648
	Iteration 28Q: 3 clusters Score -5254372 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -5254398.000000 Penalty: 5297.889648
	Iteration 29Q: 3 clusters Score -5254398 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -5254424.500000 Penalty: 5297.889648
	Iteration 30Q: 3 clusters Score -5254424 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -5254474.000000 Penalty: 5297.889648
	Iteration 31Q: 3 clusters Score -5254474 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -5254501.000000 Penalty: 5297.889648
	Iteration 32Q: 3 clusters Score -5254501 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -5254544.000000 Penalty: 5297.889648
	Iteration 33Q: 3 clusters Score -5254544 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -5254610.000000 Penalty: 5297.889648
	Iteration 34Q: 3 clusters Score -5254610 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -5254655.000000 Penalty: 5297.889648
	Iteration 35Q: 3 clusters Score -5254655 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -5254711.500000 Penalty: 5297.889648
	Iteration 36Q: 3 clusters Score -5254712 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -5254779.000000 Penalty: 5297.889648
	Iteration 37Q: 3 clusters Score -5254779 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -5254838.000000 Penalty: 5297.889648
	Iteration 38Q: 3 clusters Score -5254838 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -5254893.500000 Penalty: 5297.889648
	Iteration 39Q: 3 clusters Score -5254894 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -5254941.500000 Penalty: 5297.889648
	Iteration 40F: 3 clusters Score -5254942 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -5255030.000000 Penalty: 5297.889648
	Iteration 41Q: 3 clusters Score -5255030 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -5255082.500000 Penalty: 5297.889648
	Iteration 42Q: 3 clusters Score -5255082 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -5255157.500000 Penalty: 5297.889648
	Iteration 43Q: 3 clusters Score -5255158 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -5255267.500000 Penalty: 5297.889648
	Iteration 44Q: 3 clusters Score -5255268 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -5255313.500000 Penalty: 5297.889648
	Iteration 45Q: 3 clusters Score -5255314 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -5255368.000000 Penalty: 5297.889648
	Iteration 46Q: 3 clusters Score -5255368 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -5255434.500000 Penalty: 5297.889648
	Iteration 47Q: 3 clusters Score -5255434 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -5255535.500000 Penalty: 5297.889648
	Iteration 48Q: 3 clusters Score -5255536 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -5255624.000000 Penalty: 5297.889648
	Iteration 49Q: 3 clusters Score -5255624 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -5255691.500000 Penalty: 5297.889648
	Iteration 50Q: 3 clusters Score -5255692 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -5255762.000000 Penalty: 5297.889648
	Iteration 51Q: 3 clusters Score -5255762 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -5255814.500000 Penalty: 5297.889648
	Iteration 52Q: 3 clusters Score -5255814 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -5255877.500000 Penalty: 5297.889648
	Iteration 53Q: 3 clusters Score -5255878 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -5255947.500000 Penalty: 5297.889648
	Iteration 54Q: 3 clusters Score -5255948 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -5256014.000000 Penalty: 5297.889648
	Iteration 55Q: 3 clusters Score -5256014 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -5256082.000000 Penalty: 5297.889648
	Iteration 56Q: 3 clusters Score -5256082 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -5256109.000000 Penalty: 5297.889648
	Iteration 57Q: 3 clusters Score -5256109 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -5256155.000000 Penalty: 5297.889648
	Iteration 58Q: 3 clusters Score -5256155 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -5256214.500000 Penalty: 5297.889648
	Iteration 59Q: 3 clusters Score -5256214 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -5256283.500000 Penalty: 5297.889648
	Iteration 60F: 3 clusters Score -5256284 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -5256329.000000 Penalty: 5297.889648
	Iteration 61Q: 3 clusters Score -5256329 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -5256361.500000 Penalty: 5297.889648
	Iteration 62Q: 3 clusters Score -5256362 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -5256391.000000 Penalty: 5297.889648
	Iteration 63Q: 3 clusters Score -5256391 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -5256460.500000 Penalty: 5297.889648
	Iteration 64Q: 3 clusters Score -5256460 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -5256494.500000 Penalty: 5297.889648
	Iteration 65Q: 3 clusters Score -5256494 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -5256536.000000 Penalty: 5297.889648
	Iteration 66Q: 3 clusters Score -5256536 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -5256577.500000 Penalty: 5297.889648
	Iteration 67Q: 3 clusters Score -5256578 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -5256638.000000 Penalty: 5297.889648
	Iteration 68Q: 3 clusters Score -5256638 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -5256685.500000 Penalty: 5297.889648
	Iteration 69Q: 3 clusters Score -5256686 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -5256735.000000 Penalty: 5297.889648
	Iteration 70Q: 3 clusters Score -5256735 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -5256793.000000 Penalty: 5297.889648
	Iteration 71Q: 3 clusters Score -5256793 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -5256831.500000 Penalty: 5297.889648
	Iteration 72Q: 3 clusters Score -5256832 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -5256873.000000 Penalty: 5297.889648
	Iteration 73Q: 3 clusters Score -5256873 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -5256899.000000 Penalty: 5297.889648
	Iteration 74Q: 3 clusters Score -5256899 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -5256933.000000 Penalty: 5297.889648
	Iteration 75Q: 3 clusters Score -5256933 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -5256970.500000 Penalty: 5297.889648
	Iteration 76Q: 3 clusters Score -5256970 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -5257014.000000 Penalty: 5297.889648
	Iteration 77Q: 3 clusters Score -5257014 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -5257049.500000 Penalty: 5297.889648
	Iteration 78Q: 3 clusters Score -5257050 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -5257086.500000 Penalty: 5297.889648
	Iteration 79Q: 3 clusters Score -5257086 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -5257125.500000 Penalty: 5297.889648
	Iteration 80F: 3 clusters Score -5257126 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -5257182.500000 Penalty: 5297.889648
	Iteration 81Q: 3 clusters Score -5257182 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -5257215.500000 Penalty: 5297.889648
	Iteration 82Q: 3 clusters Score -5257216 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -5257238.000000 Penalty: 5297.889648
	Iteration 83Q: 3 clusters Score -5257238 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5257270.500000 Penalty: 5297.889648
	Iteration 84Q: 3 clusters Score -5257270 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5257298.000000 Penalty: 5297.889648
	Iteration 85Q: 3 clusters Score -5257298 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -5257343.000000 Penalty: 5297.889648
	Iteration 86Q: 3 clusters Score -5257343 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -5257365.000000 Penalty: 5297.889648
	Iteration 87Q: 3 clusters Score -5257365 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -5257380.000000 Penalty: 5297.889648
	Iteration 88Q: 3 clusters Score -5257380 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -5257391.500000 Penalty: 5297.889648
	Iteration 89Q: 3 clusters Score -5257392 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5257407.000000 Penalty: 5297.889648
	Iteration 90Q: 3 clusters Score -5257407 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5257432.500000 Penalty: 5297.889648
	Iteration 91Q: 3 clusters Score -5257432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5257446.000000 Penalty: 5297.889648
	Iteration 92Q: 3 clusters Score -5257446 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -5257455.500000 Penalty: 5297.889648
	Iteration 93Q: 3 clusters Score -5257456 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5257472.500000 Penalty: 5297.889648
	Iteration 94Q: 3 clusters Score -5257472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5257481.500000 Penalty: 5297.889648
	Iteration 95Q: 3 clusters Score -5257482 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5257495.500000 Penalty: 5297.889648
	Iteration 96Q: 3 clusters Score -5257496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5257512.000000 Penalty: 5297.889648
	Iteration 97Q: 3 clusters Score -5257512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5257514.000000 Penalty: 5297.889648
	Iteration 98Q: 3 clusters Score -5257514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5257530.500000 Penalty: 5297.889648
	Iteration 99Q: 3 clusters Score -5257530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5257536.500000 Penalty: 5297.889648
	Iteration 100F: 3 clusters Score -5257536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5257545.000000 Penalty: 5297.889648
	Iteration 101Q: 3 clusters Score -5257545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -5257554.000000 Penalty: 5297.889648
	Iteration 102Q: 3 clusters Score -5257554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -5257563.000000 Penalty: 5297.889648
	Iteration 103Q: 3 clusters Score -5257563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5257565.000000 Penalty: 5297.889648
	Iteration 104Q: 3 clusters Score -5257565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5257557.500000 Penalty: 5297.889648
	Iteration 105Q: 3 clusters Score -5257558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5257557.000000 Penalty: 5297.889648
	Iteration 106Q: 3 clusters Score -5257557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5257563.500000 Penalty: 5297.889648
	Iteration 107Q: 3 clusters Score -5257564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5257563.500000 Penalty: 5297.889648
	Iteration 108Q: 3 clusters Score -5257564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5257561.500000 Penalty: 5297.889648
	Iteration 109Q: 3 clusters Score -5257562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -5257564.000000 Penalty: 5297.889648
	Iteration 110Q: 3 clusters Score -5257564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5257567.000000 Penalty: 5297.889648
	Iteration 111Q: 3 clusters Score -5257567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5257565.500000 Penalty: 5297.889648
	Iteration 112Q: 3 clusters Score -5257566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5257567.000000 Penalty: 5297.889648
	Iteration 113Q: 3 clusters Score -5257567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5257565.500000 Penalty: 5297.889648
	Iteration 114Q: 3 clusters Score -5257566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5257563.000000 Penalty: 5297.889648
	Iteration 115Q: 3 clusters Score -5257563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5257564.500000 Penalty: 5297.889648
	Iteration 116Q: 3 clusters Score -5257564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5257570.500000 Penalty: 5297.889648
	Iteration 117Q: 3 clusters Score -5257570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5257576.000000 Penalty: 5297.889648
	Iteration 118Q: 3 clusters Score -5257576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5257578.000000 Penalty: 5297.889648
	Iteration 119Q: 3 clusters Score -5257578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5257586.000000 Penalty: 5297.889648
	Iteration 120F: 3 clusters Score -5257586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5257585.000000 Penalty: 5297.889648
	Iteration 121Q: 3 clusters Score -5257585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5257587.500000 Penalty: 5297.889648
	Iteration 122Q: 3 clusters Score -5257588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5257592.500000 Penalty: 5297.889648
	Iteration 123Q: 3 clusters Score -5257592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5257595.500000 Penalty: 5297.889648
	Iteration 124Q: 3 clusters Score -5257596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5257600.000000 Penalty: 5297.889648
	Iteration 125Q: 3 clusters Score -5257600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5257595.500000 Penalty: 5297.889648
	Iteration 126Q: 3 clusters Score -5257596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5257602.000000 Penalty: 5297.889648
	Iteration 127Q: 3 clusters Score -5257602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5257606.500000 Penalty: 5297.889648
	Iteration 128Q: 3 clusters Score -5257606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5257599.000000 Penalty: 5297.889648
	Iteration 129Q: 3 clusters Score -5257599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5257596.000000 Penalty: 5297.889648
	Iteration 130Q: 3 clusters Score -5257596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5257596.000000 Penalty: 5297.889648
	Iteration 131Q: 3 clusters Score -5257596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5257596.000000 Penalty: 5297.889648
	Iteration 132F: 3 clusters Score -5257596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Entering Unmasked Estep 
Score: -198713.312500 Penalty: 1841.340942
	Iteration 0F: 2 clusters Score -198713.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -196303.218750 Penalty: 3682.681885
	Iteration 0F: 3 clusters Score -196303.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -196709.421875 Penalty: 3682.681885
	Iteration 1F: 3 clusters Score -196709.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -196805.656250 Penalty: 3682.681885
	Iteration 2F: 3 clusters Score -196805.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -196859.281250 Penalty: 3682.681885
	Iteration 3Q: 3 clusters Score -196859.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -196890.859375 Penalty: 3682.681885
	Iteration 4Q: 3 clusters Score -196890.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -196910.687500 Penalty: 3682.681885
	Iteration 5Q: 3 clusters Score -196910.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -196928.140625 Penalty: 3682.681885
	Iteration 6Q: 3 clusters Score -196928.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -196940.656250 Penalty: 3682.681885
	Iteration 7Q: 3 clusters Score -196940.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -196946.625000 Penalty: 3682.681885
	Iteration 8Q: 3 clusters Score -196946.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -196950.406250 Penalty: 3682.681885
	Iteration 9Q: 3 clusters Score -196950.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -196951.937500 Penalty: 3682.681885
	Iteration 10Q: 3 clusters Score -196951.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -196955.468750 Penalty: 3682.681885
	Iteration 11Q: 3 clusters Score -196955.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -196955.468750 Penalty: 3682.681885
	Iteration 12F: 3 clusters Score -196955.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Entering Unmasked Estep 
Score: -589089.375000 Penalty: 2105.271729
	Iteration 0F: 2 clusters Score -589089.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -584673.437500 Penalty: 4210.543457
	Iteration 0F: 3 clusters Score -584673.4 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -585776.937500 Penalty: 4210.543457
	Iteration 1F: 3 clusters Score -585776.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -586197.937500 Penalty: 4210.543457
	Iteration 2F: 3 clusters Score -586197.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -586577.250000 Penalty: 4210.543457
	Iteration 3F: 3 clusters Score -586577.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -586980.687500 Penalty: 4210.543457
	Iteration 4F: 3 clusters Score -586980.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -587383.250000 Penalty: 4210.543457
	Iteration 5F: 3 clusters Score -587383.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -587717.062500 Penalty: 4210.543457
	Iteration 6F: 3 clusters Score -587717.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -587968.437500 Penalty: 4210.543457
	Iteration 7F: 3 clusters Score -587968.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -588124.375000 Penalty: 4210.543457
	Iteration 8Q: 3 clusters Score -588124.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -588211.187500 Penalty: 4210.543457
	Iteration 9Q: 3 clusters Score -588211.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -588263.062500 Penalty: 4210.543457
	Iteration 10Q: 3 clusters Score -588263.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -588303.187500 Penalty: 4210.543457
	Iteration 11Q: 3 clusters Score -588303.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -588328.687500 Penalty: 4210.543457
	Iteration 12Q: 3 clusters Score -588328.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -588344.750000 Penalty: 4210.543457
	Iteration 13Q: 3 clusters Score -588344.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -588353.250000 Penalty: 4210.543457
	Iteration 14Q: 3 clusters Score -588353.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -588360.812500 Penalty: 4210.543457
	Iteration 15Q: 3 clusters Score -588360.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -588369.437500 Penalty: 4210.543457
	Iteration 16Q: 3 clusters Score -588369.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -588371.250000 Penalty: 4210.543457
	Iteration 17Q: 3 clusters Score -588371.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -588373.312500 Penalty: 4210.543457
	Iteration 18Q: 3 clusters Score -588373.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -588379.500000 Penalty: 4210.543457
	Iteration 19Q: 3 clusters Score -588379.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -588381.187500 Penalty: 4210.543457
	Iteration 20F: 3 clusters Score -588381.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -588385.062500 Penalty: 4210.543457
	Iteration 21Q: 3 clusters Score -588385.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -588387.625000 Penalty: 4210.543457
	Iteration 22Q: 3 clusters Score -588387.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -588390.000000 Penalty: 4210.543457
	Iteration 23Q: 3 clusters Score -588390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -588390.000000 Penalty: 4210.543457
	Iteration 24F: 3 clusters Score -588390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Entering Unmasked Estep 
Score: -3364734.250000 Penalty: 2536.533936
	Iteration 0F: 2 clusters Score -3364734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -3345557.500000 Penalty: 5073.067871
	Iteration 0F: 3 clusters Score -3345558 nChanged 12486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -3352231.500000 Penalty: 5073.067871
	Iteration 1F: 3 clusters Score -3352232 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -3352586.500000 Penalty: 5073.067871
	Iteration 2Q: 3 clusters Score -3352586 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -3352856.750000 Penalty: 5073.067871
	Iteration 3Q: 3 clusters Score -3352857 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -3353114.750000 Penalty: 5073.067871
	Iteration 4Q: 3 clusters Score -3353115 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -3353357.250000 Penalty: 5073.067871
	Iteration 5Q: 3 clusters Score -3353357 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -3353612.250000 Penalty: 5073.067871
	Iteration 6Q: 3 clusters Score -3353612 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -3353910.500000 Penalty: 5073.067871
	Iteration 7Q: 3 clusters Score -3353910 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -3354287.500000 Penalty: 5073.067871
	Iteration 8Q: 3 clusters Score -3354288 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -3354872.500000 Penalty: 5073.067871
	Iteration 9Q: 3 clusters Score -3354872 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -3355799.000000 Penalty: 5073.067871
	Iteration 10F: 3 clusters Score -3355799 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -3357147.250000 Penalty: 5073.067871
	Iteration 11F: 3 clusters Score -3357147 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -3358743.500000 Penalty: 5073.067871
	Iteration 12F: 3 clusters Score -3358744 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3360160.000000 Penalty: 5073.067871
	Iteration 13F: 3 clusters Score -3360160 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3361168.500000 Penalty: 5073.067871
	Iteration 14Q: 3 clusters Score -3361168 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3361742.500000 Penalty: 5073.067871
	Iteration 15Q: 3 clusters Score -3361742 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3362013.250000 Penalty: 5073.067871
	Iteration 16Q: 3 clusters Score -3362013 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3362183.500000 Penalty: 5073.067871
	Iteration 17Q: 3 clusters Score -3362184 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3362293.750000 Penalty: 5073.067871
	Iteration 18Q: 3 clusters Score -3362294 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3362344.250000 Penalty: 5073.067871
	Iteration 19Q: 3 clusters Score -3362344 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3362396.000000 Penalty: 5073.067871
	Iteration 20F: 3 clusters Score -3362396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3362424.000000 Penalty: 5073.067871
	Iteration 21Q: 3 clusters Score -3362424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3362456.250000 Penalty: 5073.067871
	Iteration 22Q: 3 clusters Score -3362456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3362484.750000 Penalty: 5073.067871
	Iteration 23Q: 3 clusters Score -3362485 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3362508.750000 Penalty: 5073.067871
	Iteration 24Q: 3 clusters Score -3362509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3362530.000000 Penalty: 5073.067871
	Iteration 25Q: 3 clusters Score -3362530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3362537.500000 Penalty: 5073.067871
	Iteration 26Q: 3 clusters Score -3362538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3362546.250000 Penalty: 5073.067871
	Iteration 27Q: 3 clusters Score -3362546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3362547.750000 Penalty: 5073.067871
	Iteration 28Q: 3 clusters Score -3362548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3362547.500000 Penalty: 5073.067871
	Iteration 29Q: 3 clusters Score -3362548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3362550.750000 Penalty: 5073.067871
	Iteration 30Q: 3 clusters Score -3362551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3362550.000000 Penalty: 5073.067871
	Iteration 31Q: 3 clusters Score -3362550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3362549.750000 Penalty: 5073.067871
	Iteration 32Q: 3 clusters Score -3362550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3362549.750000 Penalty: 5073.067871
	Iteration 33F: 3 clusters Score -3362550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Entering Unmasked Estep 
Score: -163778.203125 Penalty: 1816.636963
	Iteration 0F: 2 clusters Score -163778.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -161523.968750 Penalty: 3633.273926
	Iteration 0F: 3 clusters Score -161524 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -161929.062500 Penalty: 3633.273926
	Iteration 1F: 3 clusters Score -161929.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -162044.875000 Penalty: 3633.273926
	Iteration 2F: 3 clusters Score -162044.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -162119.140625 Penalty: 3633.273926
	Iteration 3Q: 3 clusters Score -162119.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -162172.796875 Penalty: 3633.273926
	Iteration 4Q: 3 clusters Score -162172.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -162223.859375 Penalty: 3633.273926
	Iteration 5Q: 3 clusters Score -162223.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -162249.500000 Penalty: 3633.273926
	Iteration 6Q: 3 clusters Score -162249.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -162269.031250 Penalty: 3633.273926
	Iteration 7Q: 3 clusters Score -162269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -162294.500000 Penalty: 3633.273926
	Iteration 8Q: 3 clusters Score -162294.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -162336.703125 Penalty: 3633.273926
	Iteration 9Q: 3 clusters Score -162336.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -162379.593750 Penalty: 3633.273926
	Iteration 10Q: 3 clusters Score -162379.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -162449.328125 Penalty: 3633.273926
	Iteration 11Q: 3 clusters Score -162449.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -162490.546875 Penalty: 3633.273926
	Iteration 12Q: 3 clusters Score -162490.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -162505.218750 Penalty: 3633.273926
	Iteration 13Q: 3 clusters Score -162505.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -162517.781250 Penalty: 3633.273926
	Iteration 14Q: 3 clusters Score -162517.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -162529.875000 Penalty: 3633.273926
	Iteration 15Q: 3 clusters Score -162529.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -162536.796875 Penalty: 3633.273926
	Iteration 16Q: 3 clusters Score -162536.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -162545.281250 Penalty: 3633.273926
	Iteration 17Q: 3 clusters Score -162545.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -162550.578125 Penalty: 3633.273926
	Iteration 18Q: 3 clusters Score -162550.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -162552.156250 Penalty: 3633.273926
	Iteration 19Q: 3 clusters Score -162552.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -162553.281250 Penalty: 3633.273926
	Iteration 20F: 3 clusters Score -162553.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -162555.015625 Penalty: 3633.273926
	Iteration 21Q: 3 clusters Score -162555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -162559.187500 Penalty: 3633.273926
	Iteration 22Q: 3 clusters Score -162559.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -162566.031250 Penalty: 3633.273926
	Iteration 23Q: 3 clusters Score -162566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -162570.562500 Penalty: 3633.273926
	Iteration 24Q: 3 clusters Score -162570.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -162575.265625 Penalty: 3633.273926
	Iteration 25Q: 3 clusters Score -162575.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -162583.375000 Penalty: 3633.273926
	Iteration 26Q: 3 clusters Score -162583.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -162588.625000 Penalty: 3633.273926
	Iteration 27Q: 3 clusters Score -162588.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -162602.671875 Penalty: 3633.273926
	Iteration 28Q: 3 clusters Score -162602.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -162609.843750 Penalty: 3633.273926
	Iteration 29Q: 3 clusters Score -162609.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -162621.843750 Penalty: 3633.273926
	Iteration 30Q: 3 clusters Score -162621.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -162626.015625 Penalty: 3633.273926
	Iteration 31Q: 3 clusters Score -162626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -162628.453125 Penalty: 3633.273926
	Iteration 32Q: 3 clusters Score -162628.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -162631.437500 Penalty: 3633.273926
	Iteration 33Q: 3 clusters Score -162631.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -162633.437500 Penalty: 3633.273926
	Iteration 34Q: 3 clusters Score -162633.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -162634.625000 Penalty: 3633.273926
	Iteration 35Q: 3 clusters Score -162634.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -162635.546875 Penalty: 3633.273926
	Iteration 36Q: 3 clusters Score -162635.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -162635.546875 Penalty: 3633.273926
	Iteration 37F: 3 clusters Score -162635.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -90269.000000 Penalty: 1670.767822
	Iteration 0F: 2 clusters Score -90269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -88493.984375 Penalty: 3341.535645
	Iteration 0F: 3 clusters Score -88493.98 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -88794.546875 Penalty: 3341.535645
	Iteration 1F: 3 clusters Score -88794.55 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -88904.078125 Penalty: 3341.535645
	Iteration 2F: 3 clusters Score -88904.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -88960.195312 Penalty: 3341.535645
	Iteration 3Q: 3 clusters Score -88960.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -88981.953125 Penalty: 3341.535645
	Iteration 4Q: 3 clusters Score -88981.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -89003.453125 Penalty: 3341.535645
	Iteration 5Q: 3 clusters Score -89003.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -89027.484375 Penalty: 3341.535645
	Iteration 6Q: 3 clusters Score -89027.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -89050.109375 Penalty: 3341.535645
	Iteration 7Q: 3 clusters Score -89050.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -89075.398438 Penalty: 3341.535645
	Iteration 8Q: 3 clusters Score -89075.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -89093.484375 Penalty: 3341.535645
	Iteration 9Q: 3 clusters Score -89093.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -89105.445312 Penalty: 3341.535645
	Iteration 10Q: 3 clusters Score -89105.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -89115.195312 Penalty: 3341.535645
	Iteration 11Q: 3 clusters Score -89115.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -89125.539062 Penalty: 3341.535645
	Iteration 12Q: 3 clusters Score -89125.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -89134.453125 Penalty: 3341.535645
	Iteration 13Q: 3 clusters Score -89134.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -89138.781250 Penalty: 3341.535645
	Iteration 14Q: 3 clusters Score -89138.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -89142.437500 Penalty: 3341.535645
	Iteration 15Q: 3 clusters Score -89142.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -89144.671875 Penalty: 3341.535645
	Iteration 16Q: 3 clusters Score -89144.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -89144.671875 Penalty: 3341.535645
	Iteration 17F: 3 clusters Score -89144.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Entering Unmasked Estep 
Score: -401242.531250 Penalty: 2012.649048
	Iteration 0F: 2 clusters Score -401242.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -397743.437500 Penalty: 4025.298096
	Iteration 0F: 3 clusters Score -397743.4 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -398430.625000 Penalty: 4025.298096
	Iteration 1F: 3 clusters Score -398430.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -398596.968750 Penalty: 4025.298096
	Iteration 2F: 3 clusters Score -398597 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -398681.250000 Penalty: 4025.298096
	Iteration 3Q: 3 clusters Score -398681.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -398733.031250 Penalty: 4025.298096
	Iteration 4Q: 3 clusters Score -398733 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -398766.500000 Penalty: 4025.298096
	Iteration 5Q: 3 clusters Score -398766.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -398793.562500 Penalty: 4025.298096
	Iteration 6Q: 3 clusters Score -398793.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -398817.156250 Penalty: 4025.298096
	Iteration 7Q: 3 clusters Score -398817.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -398838.968750 Penalty: 4025.298096
	Iteration 8Q: 3 clusters Score -398839 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -398860.375000 Penalty: 4025.298096
	Iteration 9Q: 3 clusters Score -398860.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -398886.156250 Penalty: 4025.298096
	Iteration 10Q: 3 clusters Score -398886.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -398909.031250 Penalty: 4025.298096
	Iteration 11Q: 3 clusters Score -398909 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -398927.031250 Penalty: 4025.298096
	Iteration 12Q: 3 clusters Score -398927 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -398939.625000 Penalty: 4025.298096
	Iteration 13Q: 3 clusters Score -398939.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -398948.687500 Penalty: 4025.298096
	Iteration 14Q: 3 clusters Score -398948.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -398954.125000 Penalty: 4025.298096
	Iteration 15Q: 3 clusters Score -398954.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -398959.437500 Penalty: 4025.298096
	Iteration 16Q: 3 clusters Score -398959.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -398963.937500 Penalty: 4025.298096
	Iteration 17Q: 3 clusters Score -398963.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -398968.031250 Penalty: 4025.298096
	Iteration 18Q: 3 clusters Score -398968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -398971.781250 Penalty: 4025.298096
	Iteration 19Q: 3 clusters Score -398971.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -398975.468750 Penalty: 4025.298096
	Iteration 20F: 3 clusters Score -398975.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -398977.968750 Penalty: 4025.298096
	Iteration 21Q: 3 clusters Score -398978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -398980.406250 Penalty: 4025.298096
	Iteration 22Q: 3 clusters Score -398980.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -398982.593750 Penalty: 4025.298096
	Iteration 23Q: 3 clusters Score -398982.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -398984.906250 Penalty: 4025.298096
	Iteration 24Q: 3 clusters Score -398984.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -398988.375000 Penalty: 4025.298096
	Iteration 25Q: 3 clusters Score -398988.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -398990.375000 Penalty: 4025.298096
	Iteration 26Q: 3 clusters Score -398990.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -398993.968750 Penalty: 4025.298096
	Iteration 27Q: 3 clusters Score -398994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -398996.781250 Penalty: 4025.298096
	Iteration 28Q: 3 clusters Score -398996.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -399000.843750 Penalty: 4025.298096
	Iteration 29Q: 3 clusters Score -399000.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -399002.218750 Penalty: 4025.298096
	Iteration 30Q: 3 clusters Score -399002.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -399003.375000 Penalty: 4025.298096
	Iteration 31Q: 3 clusters Score -399003.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -399004.343750 Penalty: 4025.298096
	Iteration 32Q: 3 clusters Score -399004.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -399004.343750 Penalty: 4025.298096
	Iteration 33F: 3 clusters Score -399004.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Entering Unmasked Estep 
Score: -3002067.750000 Penalty: 2509.642334
	Iteration 0F: 2 clusters Score -3002068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2984864.500000 Penalty: 5019.284668
	Iteration 0F: 3 clusters Score -2984864 nChanged 11123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2990928.250000 Penalty: 5019.284668
	Iteration 1F: 3 clusters Score -2990928 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2991479.250000 Penalty: 5019.284668
	Iteration 2F: 3 clusters Score -2991479 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2992046.750000 Penalty: 5019.284668
	Iteration 3F: 3 clusters Score -2992047 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2992720.500000 Penalty: 5019.284668
	Iteration 4F: 3 clusters Score -2992720 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2993514.500000 Penalty: 5019.284668
	Iteration 5F: 3 clusters Score -2993514 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2994501.000000 Penalty: 5019.284668
	Iteration 6F: 3 clusters Score -2994501 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2995683.250000 Penalty: 5019.284668
	Iteration 7F: 3 clusters Score -2995683 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2996945.000000 Penalty: 5019.284668
	Iteration 8F: 3 clusters Score -2996945 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2997912.000000 Penalty: 5019.284668
	Iteration 9F: 3 clusters Score -2997912 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2998510.750000 Penalty: 5019.284668
	Iteration 10Q: 3 clusters Score -2998511 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2998819.000000 Penalty: 5019.284668
	Iteration 11Q: 3 clusters Score -2998819 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2999012.750000 Penalty: 5019.284668
	Iteration 12Q: 3 clusters Score -2999013 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2999148.750000 Penalty: 5019.284668
	Iteration 13Q: 3 clusters Score -2999149 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2999230.750000 Penalty: 5019.284668
	Iteration 14Q: 3 clusters Score -2999231 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2999300.000000 Penalty: 5019.284668
	Iteration 15Q: 3 clusters Score -2999300 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2999355.250000 Penalty: 5019.284668
	Iteration 16Q: 3 clusters Score -2999355 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2999416.000000 Penalty: 5019.284668
	Iteration 17Q: 3 clusters Score -2999416 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2999453.250000 Penalty: 5019.284668
	Iteration 18Q: 3 clusters Score -2999453 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2999475.750000 Penalty: 5019.284668
	Iteration 19Q: 3 clusters Score -2999476 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2999516.750000 Penalty: 5019.284668
	Iteration 20F: 3 clusters Score -2999517 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2999535.000000 Penalty: 5019.284668
	Iteration 21Q: 3 clusters Score -2999535 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2999558.750000 Penalty: 5019.284668
	Iteration 22Q: 3 clusters Score -2999559 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2999569.250000 Penalty: 5019.284668
	Iteration 23Q: 3 clusters Score -2999569 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2999583.000000 Penalty: 5019.284668
	Iteration 24Q: 3 clusters Score -2999583 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2999602.250000 Penalty: 5019.284668
	Iteration 25Q: 3 clusters Score -2999602 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2999616.250000 Penalty: 5019.284668
	Iteration 26Q: 3 clusters Score -2999616 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2999647.000000 Penalty: 5019.284668
	Iteration 27Q: 3 clusters Score -2999647 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2999671.250000 Penalty: 5019.284668
	Iteration 28Q: 3 clusters Score -2999671 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2999682.250000 Penalty: 5019.284668
	Iteration 29Q: 3 clusters Score -2999682 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2999705.000000 Penalty: 5019.284668
	Iteration 30Q: 3 clusters Score -2999705 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2999715.250000 Penalty: 5019.284668
	Iteration 31Q: 3 clusters Score -2999715 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2999746.250000 Penalty: 5019.284668
	Iteration 32Q: 3 clusters Score -2999746 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2999775.500000 Penalty: 5019.284668
	Iteration 33Q: 3 clusters Score -2999776 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2999797.500000 Penalty: 5019.284668
	Iteration 34Q: 3 clusters Score -2999798 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2999833.750000 Penalty: 5019.284668
	Iteration 35Q: 3 clusters Score -2999834 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2999872.250000 Penalty: 5019.284668
	Iteration 36Q: 3 clusters Score -2999872 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2999907.250000 Penalty: 5019.284668
	Iteration 37Q: 3 clusters Score -2999907 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2999926.750000 Penalty: 5019.284668
	Iteration 38Q: 3 clusters Score -2999927 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2999951.250000 Penalty: 5019.284668
	Iteration 39Q: 3 clusters Score -2999951 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2999997.000000 Penalty: 5019.284668
	Iteration 40F: 3 clusters Score -2999997 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3000022.000000 Penalty: 5019.284668
	Iteration 41Q: 3 clusters Score -3000022 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3000055.000000 Penalty: 5019.284668
	Iteration 42Q: 3 clusters Score -3000055 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3000067.500000 Penalty: 5019.284668
	Iteration 43Q: 3 clusters Score -3000068 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3000073.750000 Penalty: 5019.284668
	Iteration 44Q: 3 clusters Score -3000074 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3000094.000000 Penalty: 5019.284668
	Iteration 45Q: 3 clusters Score -3000094 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3000102.500000 Penalty: 5019.284668
	Iteration 46Q: 3 clusters Score -3000102 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3000104.750000 Penalty: 5019.284668
	Iteration 47Q: 3 clusters Score -3000105 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3000116.000000 Penalty: 5019.284668
	Iteration 48Q: 3 clusters Score -3000116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3000119.750000 Penalty: 5019.284668
	Iteration 49Q: 3 clusters Score -3000120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3000125.000000 Penalty: 5019.284668
	Iteration 50Q: 3 clusters Score -3000125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3000142.750000 Penalty: 5019.284668
	Iteration 51Q: 3 clusters Score -3000143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3000149.750000 Penalty: 5019.284668
	Iteration 52Q: 3 clusters Score -3000150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3000152.250000 Penalty: 5019.284668
	Iteration 53Q: 3 clusters Score -3000152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3000156.500000 Penalty: 5019.284668
	Iteration 54Q: 3 clusters Score -3000156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3000170.250000 Penalty: 5019.284668
	Iteration 55Q: 3 clusters Score -3000170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3000181.750000 Penalty: 5019.284668
	Iteration 56Q: 3 clusters Score -3000182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3000190.250000 Penalty: 5019.284668
	Iteration 57Q: 3 clusters Score -3000190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3000190.250000 Penalty: 5019.284668
	Iteration 58Q: 3 clusters Score -3000190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3000198.000000 Penalty: 5019.284668
	Iteration 59Q: 3 clusters Score -3000198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3000200.500000 Penalty: 5019.284668
	Iteration 60F: 3 clusters Score -3000200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3000196.500000 Penalty: 5019.284668
	Iteration 61Q: 3 clusters Score -3000196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3000199.750000 Penalty: 5019.284668
	Iteration 62Q: 3 clusters Score -3000200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3000198.250000 Penalty: 5019.284668
	Iteration 63Q: 3 clusters Score -3000198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3000205.250000 Penalty: 5019.284668
	Iteration 64Q: 3 clusters Score -3000205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3000204.500000 Penalty: 5019.284668
	Iteration 65Q: 3 clusters Score -3000204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3000205.500000 Penalty: 5019.284668
	Iteration 66Q: 3 clusters Score -3000206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3000206.750000 Penalty: 5019.284668
	Iteration 67Q: 3 clusters Score -3000207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3000206.000000 Penalty: 5019.284668
	Iteration 68Q: 3 clusters Score -3000206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3000208.250000 Penalty: 5019.284668
	Iteration 69Q: 3 clusters Score -3000208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3000207.750000 Penalty: 5019.284668
	Iteration 70Q: 3 clusters Score -3000208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3000205.500000 Penalty: 5019.284668
	Iteration 71Q: 3 clusters Score -3000206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3000207.750000 Penalty: 5019.284668
	Iteration 72Q: 3 clusters Score -3000208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3000204.750000 Penalty: 5019.284668
	Iteration 73Q: 3 clusters Score -3000205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3000205.750000 Penalty: 5019.284668
	Iteration 74Q: 3 clusters Score -3000206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3000207.000000 Penalty: 5019.284668
	Iteration 75Q: 3 clusters Score -3000207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3000205.500000 Penalty: 5019.284668
	Iteration 76Q: 3 clusters Score -3000206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3000207.750000 Penalty: 5019.284668
	Iteration 77Q: 3 clusters Score -3000208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3000206.500000 Penalty: 5019.284668
	Iteration 78Q: 3 clusters Score -3000206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3000210.500000 Penalty: 5019.284668
	Iteration 79Q: 3 clusters Score -3000210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3000210.500000 Penalty: 5019.284668
	Iteration 80F: 3 clusters Score -3000210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Entering Unmasked Estep 
Score: -2157743.500000 Penalty: 2427.735107
	Iteration 0F: 2 clusters Score -2157744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2145061.250000 Penalty: 4855.470215
	Iteration 0F: 3 clusters Score -2145061 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2149114.000000 Penalty: 4855.470215
	Iteration 1F: 3 clusters Score -2149114 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2149497.500000 Penalty: 4855.470215
	Iteration 2F: 3 clusters Score -2149498 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2149860.250000 Penalty: 4855.470215
	Iteration 3Q: 3 clusters Score -2149860 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2150186.000000 Penalty: 4855.470215
	Iteration 4Q: 3 clusters Score -2150186 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2150469.000000 Penalty: 4855.470215
	Iteration 5Q: 3 clusters Score -2150469 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2150690.250000 Penalty: 4855.470215
	Iteration 6Q: 3 clusters Score -2150690 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2150853.750000 Penalty: 4855.470215
	Iteration 7Q: 3 clusters Score -2150854 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2151031.250000 Penalty: 4855.470215
	Iteration 8Q: 3 clusters Score -2151031 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -2151238.250000 Penalty: 4855.470215
	Iteration 9Q: 3 clusters Score -2151238 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2151511.500000 Penalty: 4855.470215
	Iteration 10Q: 3 clusters Score -2151512 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2151834.750000 Penalty: 4855.470215
	Iteration 11Q: 3 clusters Score -2151835 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2152255.000000 Penalty: 4855.470215
	Iteration 12Q: 3 clusters Score -2152255 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2152822.750000 Penalty: 4855.470215
	Iteration 13Q: 3 clusters Score -2152823 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2153474.750000 Penalty: 4855.470215
	Iteration 14Q: 3 clusters Score -2153475 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -2154082.500000 Penalty: 4855.470215
	Iteration 15Q: 3 clusters Score -2154082 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2154622.250000 Penalty: 4855.470215
	Iteration 16Q: 3 clusters Score -2154622 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2155019.250000 Penalty: 4855.470215
	Iteration 17Q: 3 clusters Score -2155019 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2155318.000000 Penalty: 4855.470215
	Iteration 18Q: 3 clusters Score -2155318 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2155543.500000 Penalty: 4855.470215
	Iteration 19Q: 3 clusters Score -2155544 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2155702.000000 Penalty: 4855.470215
	Iteration 20F: 3 clusters Score -2155702 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2155807.500000 Penalty: 4855.470215
	Iteration 21Q: 3 clusters Score -2155808 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2155862.250000 Penalty: 4855.470215
	Iteration 22Q: 3 clusters Score -2155862 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2155907.750000 Penalty: 4855.470215
	Iteration 23Q: 3 clusters Score -2155908 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2155927.500000 Penalty: 4855.470215
	Iteration 24Q: 3 clusters Score -2155928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2155950.500000 Penalty: 4855.470215
	Iteration 25Q: 3 clusters Score -2155950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2155966.750000 Penalty: 4855.470215
	Iteration 26Q: 3 clusters Score -2155967 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2155981.750000 Penalty: 4855.470215
	Iteration 27Q: 3 clusters Score -2155982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2155984.750000 Penalty: 4855.470215
	Iteration 28Q: 3 clusters Score -2155985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2155992.500000 Penalty: 4855.470215
	Iteration 29Q: 3 clusters Score -2155992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2156005.250000 Penalty: 4855.470215
	Iteration 30Q: 3 clusters Score -2156005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2156018.250000 Penalty: 4855.470215
	Iteration 31Q: 3 clusters Score -2156018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2156019.750000 Penalty: 4855.470215
	Iteration 32Q: 3 clusters Score -2156020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2156022.750000 Penalty: 4855.470215
	Iteration 33Q: 3 clusters Score -2156023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2156025.500000 Penalty: 4855.470215
	Iteration 34Q: 3 clusters Score -2156026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2156029.750000 Penalty: 4855.470215
	Iteration 35Q: 3 clusters Score -2156030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2156029.000000 Penalty: 4855.470215
	Iteration 36Q: 3 clusters Score -2156029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2156028.750000 Penalty: 4855.470215
	Iteration 37Q: 3 clusters Score -2156029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2156030.000000 Penalty: 4855.470215
	Iteration 38Q: 3 clusters Score -2156030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2156031.500000 Penalty: 4855.470215
	Iteration 39Q: 3 clusters Score -2156032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2156031.750000 Penalty: 4855.470215
	Iteration 40F: 3 clusters Score -2156032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -31524.550781 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -31524.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30270.900391 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -30270.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30455.845703 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -30455.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30513.240234 Penalty: 2868.777344
	Iteration 2F: 3 clusters Score -30513.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30531.851562 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -30531.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30553.636719 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -30553.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30603.812500 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -30603.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30615.970703 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -30615.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30621.369141 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -30621.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30624.060547 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -30624.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30635.472656 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -30635.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30637.003906 Penalty: 2868.777344
	Iteration 10Q: 3 clusters Score -30637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30637.003906 Penalty: 2868.777344
	Iteration 11F: 3 clusters Score -30637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Entering Unmasked Estep 
Score: -261072.984375 Penalty: 1919.468994
	Iteration 0F: 2 clusters Score -261073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -258234.187500 Penalty: 3838.937988
	Iteration 0F: 3 clusters Score -258234.2 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -258778.281250 Penalty: 3838.937988
	Iteration 1F: 3 clusters Score -258778.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -258916.078125 Penalty: 3838.937988
	Iteration 2F: 3 clusters Score -258916.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -259027.718750 Penalty: 3838.937988
	Iteration 3F: 3 clusters Score -259027.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -259136.109375 Penalty: 3838.937988
	Iteration 4Q: 3 clusters Score -259136.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -259288.109375 Penalty: 3838.937988
	Iteration 5Q: 3 clusters Score -259288.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -259503.921875 Penalty: 3838.937988
	Iteration 6Q: 3 clusters Score -259503.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -259730.234375 Penalty: 3838.937988
	Iteration 7F: 3 clusters Score -259730.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -259959.828125 Penalty: 3838.937988
	Iteration 8Q: 3 clusters Score -259959.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -260190.765625 Penalty: 3838.937988
	Iteration 9F: 3 clusters Score -260190.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -260391.437500 Penalty: 3838.937988
	Iteration 10F: 3 clusters Score -260391.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -260541.671875 Penalty: 3838.937988
	Iteration 11Q: 3 clusters Score -260541.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -260614.765625 Penalty: 3838.937988
	Iteration 12Q: 3 clusters Score -260614.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -260652.062500 Penalty: 3838.937988
	Iteration 13Q: 3 clusters Score -260652.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -260671.031250 Penalty: 3838.937988
	Iteration 14Q: 3 clusters Score -260671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -260685.375000 Penalty: 3838.937988
	Iteration 15Q: 3 clusters Score -260685.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -260693.765625 Penalty: 3838.937988
	Iteration 16Q: 3 clusters Score -260693.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -260700.828125 Penalty: 3838.937988
	Iteration 17Q: 3 clusters Score -260700.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -260707.578125 Penalty: 3838.937988
	Iteration 18Q: 3 clusters Score -260707.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -260708.343750 Penalty: 3838.937988
	Iteration 19Q: 3 clusters Score -260708.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -260708.343750 Penalty: 3838.937988
	Iteration 20F: 3 clusters Score -260708.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -260708.734375 Penalty: 3838.937988
	Iteration 21Q: 3 clusters Score -260708.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -260710.562500 Penalty: 3838.937988
	Iteration 22Q: 3 clusters Score -260710.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -260714.203125 Penalty: 3838.937988
	Iteration 23Q: 3 clusters Score -260714.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -260716.156250 Penalty: 3838.937988
	Iteration 24Q: 3 clusters Score -260716.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -260717.843750 Penalty: 3838.937988
	Iteration 25Q: 3 clusters Score -260717.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -260719.906250 Penalty: 3838.937988
	Iteration 26Q: 3 clusters Score -260719.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -260721.937500 Penalty: 3838.937988
	Iteration 27Q: 3 clusters Score -260721.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -260724.609375 Penalty: 3838.937988
	Iteration 28Q: 3 clusters Score -260724.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -260725.656250 Penalty: 3838.937988
	Iteration 29Q: 3 clusters Score -260725.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -260726.515625 Penalty: 3838.937988
	Iteration 30Q: 3 clusters Score -260726.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -260726.515625 Penalty: 3838.937988
	Iteration 31F: 3 clusters Score -260726.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (70870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70870 members 
Entering Unmasked Estep 
Score: -8517784.000000 Penalty: 2769.813477
	Iteration 0F: 2 clusters Score -8517784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -8470226.000000 Penalty: 5539.626953
	Iteration 0F: 3 clusters Score -8470226 nChanged 33026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -8489029.000000 Penalty: 5539.626953
	Iteration 1F: 3 clusters Score -8489029 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -8489839.000000 Penalty: 5539.626953
	Iteration 2Q: 3 clusters Score -8489839 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -8490857.000000 Penalty: 5539.626953
	Iteration 3Q: 3 clusters Score -8490857 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -8492433.000000 Penalty: 5539.626953
	Iteration 4Q: 3 clusters Score -8492433 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 45135 members 
Entering Unmasked Estep 
Score: -8494878.000000 Penalty: 5539.626953
	Iteration 5F: 3 clusters Score -8494878 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -8498825.000000 Penalty: 5539.626953
	Iteration 6F: 3 clusters Score -8498825 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 54053 members 
Entering Unmasked Estep 
Score: -8503838.000000 Penalty: 5539.626953
	Iteration 7F: 3 clusters Score -8503838 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 58505 members 
Entering Unmasked Estep 
Score: -8508763.000000 Penalty: 5539.626953
	Iteration 8F: 3 clusters Score -8508763 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 61569 members 
Entering Unmasked Estep 
Score: -8512716.000000 Penalty: 5539.626953
	Iteration 9F: 3 clusters Score -8512716 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 63173 members 
Entering Unmasked Estep 
Score: -8515279.000000 Penalty: 5539.626953
	Iteration 10Q: 3 clusters Score -8515279 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 63902 members 
Entering Unmasked Estep 
Score: -8516468.000000 Penalty: 5539.626953
	Iteration 11Q: 3 clusters Score -8516468 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 64276 members 
Entering Unmasked Estep 
Score: -8516811.000000 Penalty: 5539.626953
	Iteration 12Q: 3 clusters Score -8516811 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 64560 members 
Entering Unmasked Estep 
Score: -8516971.000000 Penalty: 5539.626953
	Iteration 13Q: 3 clusters Score -8516971 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 64776 members 
Entering Unmasked Estep 
Score: -8517057.000000 Penalty: 5539.626953
	Iteration 14Q: 3 clusters Score -8517057 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 64933 members 
Entering Unmasked Estep 
Score: -8517093.000000 Penalty: 5539.626953
	Iteration 15Q: 3 clusters Score -8517093 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 65067 members 
Entering Unmasked Estep 
Score: -8517113.000000 Penalty: 5539.626953
	Iteration 16Q: 3 clusters Score -8517113 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 65174 members 
Entering Unmasked Estep 
Score: -8517137.000000 Penalty: 5539.626953
	Iteration 17Q: 3 clusters Score -8517137 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 65273 members 
Entering Unmasked Estep 
Score: -8517153.000000 Penalty: 5539.626953
	Iteration 18Q: 3 clusters Score -8517153 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 65359 members 
Entering Unmasked Estep 
Score: -8517149.000000 Penalty: 5539.626953
	Iteration 19Q: 3 clusters Score -8517149 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 65429 members 
Entering Unmasked Estep 
Score: -8517177.000000 Penalty: 5539.626953
	Iteration 20F: 3 clusters Score -8517177 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 65500 members 
Entering Unmasked Estep 
Score: -8517189.000000 Penalty: 5539.626953
	Iteration 21Q: 3 clusters Score -8517189 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 65546 members 
Entering Unmasked Estep 
Score: -8517204.000000 Penalty: 5539.626953
	Iteration 22Q: 3 clusters Score -8517204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 65580 members 
Entering Unmasked Estep 
Score: -8517201.000000 Penalty: 5539.626953
	Iteration 23Q: 3 clusters Score -8517201 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 65613 members 
Entering Unmasked Estep 
Score: -8517210.000000 Penalty: 5539.626953
	Iteration 24Q: 3 clusters Score -8517210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 65636 members 
Entering Unmasked Estep 
Score: -8517210.000000 Penalty: 5539.626953
	Iteration 25Q: 3 clusters Score -8517210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 65660 members 
Entering Unmasked Estep 
Score: -8517223.000000 Penalty: 5539.626953
	Iteration 26Q: 3 clusters Score -8517223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 65676 members 
Entering Unmasked Estep 
Score: -8517211.000000 Penalty: 5539.626953
	Iteration 27Q: 3 clusters Score -8517211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 65692 members 
Entering Unmasked Estep 
Score: -8517204.000000 Penalty: 5539.626953
	Iteration 28Q: 3 clusters Score -8517204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 65712 members 
Entering Unmasked Estep 
Score: -8517207.000000 Penalty: 5539.626953
	Iteration 29Q: 3 clusters Score -8517207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 65734 members 
Entering Unmasked Estep 
Score: -8517215.000000 Penalty: 5539.626953
	Iteration 30Q: 3 clusters Score -8517215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 65749 members 
Entering Unmasked Estep 
Score: -8517213.000000 Penalty: 5539.626953
	Iteration 31Q: 3 clusters Score -8517213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 65761 members 
Entering Unmasked Estep 
Score: -8517212.000000 Penalty: 5539.626953
	Iteration 32Q: 3 clusters Score -8517212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 65764 members 
Entering Unmasked Estep 
Score: -8517221.000000 Penalty: 5539.626953
	Iteration 33Q: 3 clusters Score -8517221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 65768 members 
Entering Unmasked Estep 
Score: -8517217.000000 Penalty: 5539.626953
	Iteration 34Q: 3 clusters Score -8517217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 65771 members 
Entering Unmasked Estep 
Score: -8517219.000000 Penalty: 5539.626953
	Iteration 35Q: 3 clusters Score -8517219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 65775 members 
Entering Unmasked Estep 
Score: -8517219.000000 Penalty: 5539.626953
	Iteration 36Q: 3 clusters Score -8517219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 65778 members 
Entering Unmasked Estep 
Score: -8517223.000000 Penalty: 5539.626953
	Iteration 37Q: 3 clusters Score -8517223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 65778 members 
Entering Unmasked Estep 
Score: -8517223.000000 Penalty: 5539.626953
	Iteration 38F: 3 clusters Score -8517223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (221286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221286 members 
Entering Unmasked Estep 
Score: -26357338.000000 Penalty: 3052.188232
	Iteration 0F: 2 clusters Score -2.635734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110805 members 
Mstep: Class 2 contains 110481 members 
Entering Unmasked Estep 
Score: -26219858.000000 Penalty: 6104.376465
	Iteration 0F: 3 clusters Score -2.621986e+07 nChanged 106478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113879 members 
Mstep: Class 2 contains 107407 members 
Entering Unmasked Estep 
Score: -26281954.000000 Penalty: 6104.376465
	Iteration 1F: 3 clusters Score -2.628195e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116049 members 
Mstep: Class 2 contains 105237 members 
Entering Unmasked Estep 
Score: -26282826.000000 Penalty: 6104.376465
	Iteration 2Q: 3 clusters Score -2.628283e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119346 members 
Mstep: Class 2 contains 101940 members 
Entering Unmasked Estep 
Score: -26284084.000000 Penalty: 6104.376465
	Iteration 3Q: 3 clusters Score -2.628408e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124531 members 
Mstep: Class 2 contains 96755 members 
Entering Unmasked Estep 
Score: -26286082.000000 Penalty: 6104.376465
	Iteration 4Q: 3 clusters Score -2.628608e+07 nChanged 9531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132148 members 
Mstep: Class 2 contains 89138 members 
Entering Unmasked Estep 
Score: -26289222.000000 Penalty: 6104.376465
	Iteration 5Q: 3 clusters Score -2.628922e+07 nChanged 11970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142680 members 
Mstep: Class 2 contains 78606 members 
Entering Unmasked Estep 
Score: -26294848.000000 Penalty: 6104.376465
	Iteration 6F: 3 clusters Score -2.629485e+07 nChanged 14629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156201 members 
Mstep: Class 2 contains 65085 members 
Entering Unmasked Estep 
Score: -26304236.000000 Penalty: 6104.376465
	Iteration 7F: 3 clusters Score -2.630424e+07 nChanged 16098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171301 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -26316838.000000 Penalty: 6104.376465
	Iteration 8F: 3 clusters Score -2.631684e+07 nChanged 14506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184677 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -26328844.000000 Penalty: 6104.376465
	Iteration 9F: 3 clusters Score -2.632884e+07 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194214 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -26339886.000000 Penalty: 6104.376465
	Iteration 10Q: 3 clusters Score -2.633989e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201327 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -26347624.000000 Penalty: 6104.376465
	Iteration 11Q: 3 clusters Score -2.634762e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207125 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -26352214.000000 Penalty: 6104.376465
	Iteration 12Q: 3 clusters Score -2.635221e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211802 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -26354874.000000 Penalty: 6104.376465
	Iteration 13Q: 3 clusters Score -2.635487e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215273 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -26355858.000000 Penalty: 6104.376465
	Iteration 14Q: 3 clusters Score -2.635586e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217723 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -26355992.000000 Penalty: 6104.376465
	Iteration 15Q: 3 clusters Score -2.635599e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219191 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -26355616.000000 Penalty: 6104.376465
	Iteration 16Q: 3 clusters Score -2.635562e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220034 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -26355414.000000 Penalty: 6104.376465
	Iteration 17Q: 3 clusters Score -2.635541e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220439 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -26355352.000000 Penalty: 6104.376465
	Iteration 18Q: 3 clusters Score -2.635535e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220616 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -26355290.000000 Penalty: 6104.376465
	Iteration 19Q: 3 clusters Score -2.635529e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220713 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -26355270.000000 Penalty: 6104.376465
	Iteration 20F: 3 clusters Score -2.635527e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220778 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -26355314.000000 Penalty: 6104.376465
	Iteration 21Q: 3 clusters Score -2.635531e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220817 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -26355312.000000 Penalty: 6104.376465
	Iteration 22Q: 3 clusters Score -2.635531e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220843 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -26355324.000000 Penalty: 6104.376465
	Iteration 23Q: 3 clusters Score -2.635532e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220856 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -26355306.000000 Penalty: 6104.376465
	Iteration 24Q: 3 clusters Score -2.635531e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220865 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -26355298.000000 Penalty: 6104.376465
	Iteration 25Q: 3 clusters Score -2.63553e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220878 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -26355286.000000 Penalty: 6104.376465
	Iteration 26Q: 3 clusters Score -2.635529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220885 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -26355266.000000 Penalty: 6104.376465
	Iteration 27Q: 3 clusters Score -2.635527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220882 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -26355296.000000 Penalty: 6104.376465
	Iteration 28Q: 3 clusters Score -2.63553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220883 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -26355302.000000 Penalty: 6104.376465
	Iteration 29Q: 3 clusters Score -2.63553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220885 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -26355310.000000 Penalty: 6104.376465
	Iteration 30Q: 3 clusters Score -2.635531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220886 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -26355292.000000 Penalty: 6104.376465
	Iteration 31Q: 3 clusters Score -2.635529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220887 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -26355308.000000 Penalty: 6104.376465
	Iteration 32Q: 3 clusters Score -2.635531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220887 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -26355294.000000 Penalty: 6104.376465
	Iteration 33Q: 3 clusters Score -2.635529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220887 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -26355308.000000 Penalty: 6104.376465
	Iteration 34Q: 3 clusters Score -2.635531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220888 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -26355298.000000 Penalty: 6104.376465
	Iteration 35Q: 3 clusters Score -2.63553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220890 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -26355300.000000 Penalty: 6104.376465
	Iteration 36Q: 3 clusters Score -2.63553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220891 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -26355292.000000 Penalty: 6104.376465
	Iteration 37Q: 3 clusters Score -2.635529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220893 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -26355298.000000 Penalty: 6104.376465
	Iteration 38Q: 3 clusters Score -2.63553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220895 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -26355300.000000 Penalty: 6104.376465
	Iteration 39Q: 3 clusters Score -2.63553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220894 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -26355304.000000 Penalty: 6104.376465
	Iteration 40F: 3 clusters Score -2.63553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220895 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -26355302.000000 Penalty: 6104.376465
	Iteration 41Q: 3 clusters Score -2.63553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220897 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -26355296.000000 Penalty: 6104.376465
	Iteration 42Q: 3 clusters Score -2.63553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220899 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -26355298.000000 Penalty: 6104.376465
	Iteration 43Q: 3 clusters Score -2.63553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220901 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -26355284.000000 Penalty: 6104.376465
	Iteration 44Q: 3 clusters Score -2.635528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220900 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -26355300.000000 Penalty: 6104.376465
	Iteration 45Q: 3 clusters Score -2.63553e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220900 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -26355300.000000 Penalty: 6104.376465
	Iteration 46F: 3 clusters Score -2.63553e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Entering Unmasked Estep 
Score: -5216635.500000 Penalty: 2654.972412
	Iteration 0F: 2 clusters Score -5216636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -5186471.500000 Penalty: 5309.944824
	Iteration 0F: 3 clusters Score -5186472 nChanged 20558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -5197598.000000 Penalty: 5309.944824
	Iteration 1F: 3 clusters Score -5197598 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -5198068.500000 Penalty: 5309.944824
	Iteration 2Q: 3 clusters Score -5198068 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -5198508.000000 Penalty: 5309.944824
	Iteration 3Q: 3 clusters Score -5198508 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -5199023.000000 Penalty: 5309.944824
	Iteration 4Q: 3 clusters Score -5199023 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -5199676.500000 Penalty: 5309.944824
	Iteration 5Q: 3 clusters Score -5199676 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -5200618.000000 Penalty: 5309.944824
	Iteration 6Q: 3 clusters Score -5200618 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -5202260.000000 Penalty: 5309.944824
	Iteration 7F: 3 clusters Score -5202260 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -5204758.500000 Penalty: 5309.944824
	Iteration 8F: 3 clusters Score -5204758 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -5208051.500000 Penalty: 5309.944824
	Iteration 9F: 3 clusters Score -5208052 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -5211215.000000 Penalty: 5309.944824
	Iteration 10F: 3 clusters Score -5211215 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5213039.000000 Penalty: 5309.944824
	Iteration 11Q: 3 clusters Score -5213039 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5213820.000000 Penalty: 5309.944824
	Iteration 12Q: 3 clusters Score -5213820 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5214137.500000 Penalty: 5309.944824
	Iteration 13Q: 3 clusters Score -5214138 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5214274.500000 Penalty: 5309.944824
	Iteration 14Q: 3 clusters Score -5214274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5214351.000000 Penalty: 5309.944824
	Iteration 15Q: 3 clusters Score -5214351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5214386.000000 Penalty: 5309.944824
	Iteration 16Q: 3 clusters Score -5214386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5214411.000000 Penalty: 5309.944824
	Iteration 17Q: 3 clusters Score -5214411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5214414.000000 Penalty: 5309.944824
	Iteration 18Q: 3 clusters Score -5214414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5214410.500000 Penalty: 5309.944824
	Iteration 19Q: 3 clusters Score -5214410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5214416.500000 Penalty: 5309.944824
	Iteration 20F: 3 clusters Score -5214416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5214415.500000 Penalty: 5309.944824
	Iteration 21Q: 3 clusters Score -5214416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5214418.000000 Penalty: 5309.944824
	Iteration 22Q: 3 clusters Score -5214418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5214418.000000 Penalty: 5309.944824
	Iteration 23F: 3 clusters Score -5214418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Entering Unmasked Estep 
Score: -518564.437500 Penalty: 2075.550781
	Iteration 0F: 2 clusters Score -518564.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -514448.031250 Penalty: 4151.101562
	Iteration 0F: 3 clusters Score -514448 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -515407.937500 Penalty: 4151.101562
	Iteration 1F: 3 clusters Score -515407.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -515602.687500 Penalty: 4151.101562
	Iteration 2F: 3 clusters Score -515602.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -515720.406250 Penalty: 4151.101562
	Iteration 3Q: 3 clusters Score -515720.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -515801.687500 Penalty: 4151.101562
	Iteration 4Q: 3 clusters Score -515801.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -515870.937500 Penalty: 4151.101562
	Iteration 5Q: 3 clusters Score -515870.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -515924.125000 Penalty: 4151.101562
	Iteration 6Q: 3 clusters Score -515924.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -515969.625000 Penalty: 4151.101562
	Iteration 7Q: 3 clusters Score -515969.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -516011.406250 Penalty: 4151.101562
	Iteration 8Q: 3 clusters Score -516011.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -516056.468750 Penalty: 4151.101562
	Iteration 9Q: 3 clusters Score -516056.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -516095.312500 Penalty: 4151.101562
	Iteration 10Q: 3 clusters Score -516095.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -516132.031250 Penalty: 4151.101562
	Iteration 11Q: 3 clusters Score -516132 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -516173.031250 Penalty: 4151.101562
	Iteration 12Q: 3 clusters Score -516173 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -516207.968750 Penalty: 4151.101562
	Iteration 13Q: 3 clusters Score -516208 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -516242.000000 Penalty: 4151.101562
	Iteration 14Q: 3 clusters Score -516242 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -516278.281250 Penalty: 4151.101562
	Iteration 15Q: 3 clusters Score -516278.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -516311.187500 Penalty: 4151.101562
	Iteration 16Q: 3 clusters Score -516311.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -516347.187500 Penalty: 4151.101562
	Iteration 17Q: 3 clusters Score -516347.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -516372.125000 Penalty: 4151.101562
	Iteration 18Q: 3 clusters Score -516372.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -516394.281250 Penalty: 4151.101562
	Iteration 19Q: 3 clusters Score -516394.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -516418.093750 Penalty: 4151.101562
	Iteration 20F: 3 clusters Score -516418.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -516437.656250 Penalty: 4151.101562
	Iteration 21Q: 3 clusters Score -516437.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -516452.406250 Penalty: 4151.101562
	Iteration 22Q: 3 clusters Score -516452.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -516464.781250 Penalty: 4151.101562
	Iteration 23Q: 3 clusters Score -516464.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -516476.625000 Penalty: 4151.101562
	Iteration 24Q: 3 clusters Score -516476.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -516488.468750 Penalty: 4151.101562
	Iteration 25Q: 3 clusters Score -516488.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -516501.906250 Penalty: 4151.101562
	Iteration 26Q: 3 clusters Score -516501.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -516520.250000 Penalty: 4151.101562
	Iteration 27Q: 3 clusters Score -516520.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -516541.500000 Penalty: 4151.101562
	Iteration 28Q: 3 clusters Score -516541.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -516560.781250 Penalty: 4151.101562
	Iteration 29Q: 3 clusters Score -516560.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -516577.718750 Penalty: 4151.101562
	Iteration 30Q: 3 clusters Score -516577.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -516596.250000 Penalty: 4151.101562
	Iteration 31Q: 3 clusters Score -516596.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -516608.125000 Penalty: 4151.101562
	Iteration 32Q: 3 clusters Score -516608.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -516616.031250 Penalty: 4151.101562
	Iteration 33Q: 3 clusters Score -516616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -516625.218750 Penalty: 4151.101562
	Iteration 34Q: 3 clusters Score -516625.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -516633.156250 Penalty: 4151.101562
	Iteration 35Q: 3 clusters Score -516633.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -516637.781250 Penalty: 4151.101562
	Iteration 36Q: 3 clusters Score -516637.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -516644.562500 Penalty: 4151.101562
	Iteration 37Q: 3 clusters Score -516644.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -516648.875000 Penalty: 4151.101562
	Iteration 38Q: 3 clusters Score -516648.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -516656.375000 Penalty: 4151.101562
	Iteration 39Q: 3 clusters Score -516656.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -516660.937500 Penalty: 4151.101562
	Iteration 40F: 3 clusters Score -516660.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -516669.062500 Penalty: 4151.101562
	Iteration 41Q: 3 clusters Score -516669.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -516676.593750 Penalty: 4151.101562
	Iteration 42Q: 3 clusters Score -516676.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -516685.093750 Penalty: 4151.101562
	Iteration 43Q: 3 clusters Score -516685.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -516692.562500 Penalty: 4151.101562
	Iteration 44Q: 3 clusters Score -516692.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -516696.718750 Penalty: 4151.101562
	Iteration 45Q: 3 clusters Score -516696.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -516699.375000 Penalty: 4151.101562
	Iteration 46Q: 3 clusters Score -516699.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -516699.750000 Penalty: 4151.101562
	Iteration 47Q: 3 clusters Score -516699.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -516700.593750 Penalty: 4151.101562
	Iteration 48Q: 3 clusters Score -516700.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -516700.468750 Penalty: 4151.101562
	Iteration 49Q: 3 clusters Score -516700.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -516700.406250 Penalty: 4151.101562
	Iteration 50Q: 3 clusters Score -516700.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -516699.937500 Penalty: 4151.101562
	Iteration 51Q: 3 clusters Score -516699.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -516702.125000 Penalty: 4151.101562
	Iteration 52Q: 3 clusters Score -516702.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -516703.656250 Penalty: 4151.101562
	Iteration 53Q: 3 clusters Score -516703.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -516703.687500 Penalty: 4151.101562
	Iteration 54Q: 3 clusters Score -516703.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -516705.656250 Penalty: 4151.101562
	Iteration 55Q: 3 clusters Score -516705.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -516705.906250 Penalty: 4151.101562
	Iteration 56Q: 3 clusters Score -516705.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -516707.750000 Penalty: 4151.101562
	Iteration 57Q: 3 clusters Score -516707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -516708.500000 Penalty: 4151.101562
	Iteration 58Q: 3 clusters Score -516708.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -516708.312500 Penalty: 4151.101562
	Iteration 59Q: 3 clusters Score -516708.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -516708.968750 Penalty: 4151.101562
	Iteration 60F: 3 clusters Score -516709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -516710.031250 Penalty: 4151.101562
	Iteration 61Q: 3 clusters Score -516710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -516710.031250 Penalty: 4151.101562
	Iteration 62F: 3 clusters Score -516710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Entering Unmasked Estep 
Score: -558079.000000 Penalty: 2105.679688
	Iteration 0F: 2 clusters Score -558079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -553688.000000 Penalty: 4211.359375
	Iteration 0F: 3 clusters Score -553688 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -554693.375000 Penalty: 4211.359375
	Iteration 1F: 3 clusters Score -554693.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -554942.562500 Penalty: 4211.359375
	Iteration 2F: 3 clusters Score -554942.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -555133.187500 Penalty: 4211.359375
	Iteration 3F: 3 clusters Score -555133.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -555301.187500 Penalty: 4211.359375
	Iteration 4Q: 3 clusters Score -555301.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -555467.875000 Penalty: 4211.359375
	Iteration 5Q: 3 clusters Score -555467.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -555622.187500 Penalty: 4211.359375
	Iteration 6Q: 3 clusters Score -555622.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -555769.125000 Penalty: 4211.359375
	Iteration 7Q: 3 clusters Score -555769.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -555899.562500 Penalty: 4211.359375
	Iteration 8Q: 3 clusters Score -555899.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -556024.187500 Penalty: 4211.359375
	Iteration 9Q: 3 clusters Score -556024.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -556139.500000 Penalty: 4211.359375
	Iteration 10Q: 3 clusters Score -556139.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -556246.250000 Penalty: 4211.359375
	Iteration 11Q: 3 clusters Score -556246.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -556330.812500 Penalty: 4211.359375
	Iteration 12Q: 3 clusters Score -556330.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -556400.062500 Penalty: 4211.359375
	Iteration 13Q: 3 clusters Score -556400.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -556458.312500 Penalty: 4211.359375
	Iteration 14Q: 3 clusters Score -556458.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -556511.312500 Penalty: 4211.359375
	Iteration 15Q: 3 clusters Score -556511.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -556544.875000 Penalty: 4211.359375
	Iteration 16Q: 3 clusters Score -556544.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -556576.312500 Penalty: 4211.359375
	Iteration 17Q: 3 clusters Score -556576.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -556607.750000 Penalty: 4211.359375
	Iteration 18Q: 3 clusters Score -556607.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -556634.437500 Penalty: 4211.359375
	Iteration 19Q: 3 clusters Score -556634.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -556655.250000 Penalty: 4211.359375
	Iteration 20F: 3 clusters Score -556655.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -556668.000000 Penalty: 4211.359375
	Iteration 21Q: 3 clusters Score -556668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -556680.250000 Penalty: 4211.359375
	Iteration 22Q: 3 clusters Score -556680.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -556687.437500 Penalty: 4211.359375
	Iteration 23Q: 3 clusters Score -556687.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -556695.562500 Penalty: 4211.359375
	Iteration 24Q: 3 clusters Score -556695.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -556704.750000 Penalty: 4211.359375
	Iteration 25Q: 3 clusters Score -556704.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -556710.062500 Penalty: 4211.359375
	Iteration 26Q: 3 clusters Score -556710.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -556713.312500 Penalty: 4211.359375
	Iteration 27Q: 3 clusters Score -556713.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -556716.625000 Penalty: 4211.359375
	Iteration 28Q: 3 clusters Score -556716.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -556717.375000 Penalty: 4211.359375
	Iteration 29Q: 3 clusters Score -556717.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -556721.375000 Penalty: 4211.359375
	Iteration 30Q: 3 clusters Score -556721.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -556723.312500 Penalty: 4211.359375
	Iteration 31Q: 3 clusters Score -556723.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -556725.437500 Penalty: 4211.359375
	Iteration 32Q: 3 clusters Score -556725.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -556726.812500 Penalty: 4211.359375
	Iteration 33Q: 3 clusters Score -556726.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -556727.937500 Penalty: 4211.359375
	Iteration 34Q: 3 clusters Score -556727.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -556729.312500 Penalty: 4211.359375
	Iteration 35Q: 3 clusters Score -556729.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -556730.250000 Penalty: 4211.359375
	Iteration 36Q: 3 clusters Score -556730.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -556732.500000 Penalty: 4211.359375
	Iteration 37Q: 3 clusters Score -556732.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -556733.437500 Penalty: 4211.359375
	Iteration 38Q: 3 clusters Score -556733.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -556735.500000 Penalty: 4211.359375
	Iteration 39Q: 3 clusters Score -556735.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -556736.812500 Penalty: 4211.359375
	Iteration 40F: 3 clusters Score -556736.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -556738.937500 Penalty: 4211.359375
	Iteration 41Q: 3 clusters Score -556738.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -556741.125000 Penalty: 4211.359375
	Iteration 42Q: 3 clusters Score -556741.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -556742.875000 Penalty: 4211.359375
	Iteration 43Q: 3 clusters Score -556742.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -556745.500000 Penalty: 4211.359375
	Iteration 44Q: 3 clusters Score -556745.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -556747.812500 Penalty: 4211.359375
	Iteration 45Q: 3 clusters Score -556747.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -556748.750000 Penalty: 4211.359375
	Iteration 46Q: 3 clusters Score -556748.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -556748.062500 Penalty: 4211.359375
	Iteration 47Q: 3 clusters Score -556748.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -556748.562500 Penalty: 4211.359375
	Iteration 48Q: 3 clusters Score -556748.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -556748.125000 Penalty: 4211.359375
	Iteration 49Q: 3 clusters Score -556748.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -556748.625000 Penalty: 4211.359375
	Iteration 50Q: 3 clusters Score -556748.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -556747.750000 Penalty: 4211.359375
	Iteration 51Q: 3 clusters Score -556747.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -556749.187500 Penalty: 4211.359375
	Iteration 52Q: 3 clusters Score -556749.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -556750.937500 Penalty: 4211.359375
	Iteration 53Q: 3 clusters Score -556750.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -556751.312500 Penalty: 4211.359375
	Iteration 54Q: 3 clusters Score -556751.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -556752.437500 Penalty: 4211.359375
	Iteration 55Q: 3 clusters Score -556752.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -556752.687500 Penalty: 4211.359375
	Iteration 56Q: 3 clusters Score -556752.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -556752.687500 Penalty: 4211.359375
	Iteration 57F: 3 clusters Score -556752.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Entering Unmasked Estep 
Score: -712417.250000 Penalty: 2172.203125
	Iteration 0F: 2 clusters Score -712417.2 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 3233 members 
Entering Unmasked Estep 
Score: -707105.312500 Penalty: 4344.406250
	Iteration 0F: 3 clusters Score -707105.3 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -708602.125000 Penalty: 4344.406250
	Iteration 1F: 3 clusters Score -708602.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -708924.937500 Penalty: 4344.406250
	Iteration 2F: 3 clusters Score -708924.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -709208.375000 Penalty: 4344.406250
	Iteration 3F: 3 clusters Score -709208.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -709433.875000 Penalty: 4344.406250
	Iteration 4F: 3 clusters Score -709433.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -709638.875000 Penalty: 4344.406250
	Iteration 5Q: 3 clusters Score -709638.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -709801.250000 Penalty: 4344.406250
	Iteration 6Q: 3 clusters Score -709801.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -709943.312500 Penalty: 4344.406250
	Iteration 7Q: 3 clusters Score -709943.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -710067.437500 Penalty: 4344.406250
	Iteration 8Q: 3 clusters Score -710067.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -710160.437500 Penalty: 4344.406250
	Iteration 9Q: 3 clusters Score -710160.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -710244.062500 Penalty: 4344.406250
	Iteration 10Q: 3 clusters Score -710244.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -710319.437500 Penalty: 4344.406250
	Iteration 11Q: 3 clusters Score -710319.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -710396.062500 Penalty: 4344.406250
	Iteration 12Q: 3 clusters Score -710396.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -710456.125000 Penalty: 4344.406250
	Iteration 13Q: 3 clusters Score -710456.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -710516.187500 Penalty: 4344.406250
	Iteration 14Q: 3 clusters Score -710516.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -710568.500000 Penalty: 4344.406250
	Iteration 15Q: 3 clusters Score -710568.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -710616.437500 Penalty: 4344.406250
	Iteration 16Q: 3 clusters Score -710616.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -710666.937500 Penalty: 4344.406250
	Iteration 17Q: 3 clusters Score -710666.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -710728.062500 Penalty: 4344.406250
	Iteration 18Q: 3 clusters Score -710728.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -710803.250000 Penalty: 4344.406250
	Iteration 19Q: 3 clusters Score -710803.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -710878.000000 Penalty: 4344.406250
	Iteration 20F: 3 clusters Score -710878 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -710949.937500 Penalty: 4344.406250
	Iteration 21Q: 3 clusters Score -710949.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -711034.937500 Penalty: 4344.406250
	Iteration 22Q: 3 clusters Score -711034.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -711135.500000 Penalty: 4344.406250
	Iteration 23Q: 3 clusters Score -711135.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -711239.375000 Penalty: 4344.406250
	Iteration 24Q: 3 clusters Score -711239.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -711363.875000 Penalty: 4344.406250
	Iteration 25Q: 3 clusters Score -711363.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -711480.687500 Penalty: 4344.406250
	Iteration 26Q: 3 clusters Score -711480.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -711580.750000 Penalty: 4344.406250
	Iteration 27Q: 3 clusters Score -711580.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -711675.125000 Penalty: 4344.406250
	Iteration 28Q: 3 clusters Score -711675.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -711754.625000 Penalty: 4344.406250
	Iteration 29Q: 3 clusters Score -711754.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -711814.000000 Penalty: 4344.406250
	Iteration 30Q: 3 clusters Score -711814 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -711856.187500 Penalty: 4344.406250
	Iteration 31Q: 3 clusters Score -711856.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -711898.250000 Penalty: 4344.406250
	Iteration 32Q: 3 clusters Score -711898.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -711949.250000 Penalty: 4344.406250
	Iteration 33Q: 3 clusters Score -711949.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -711995.750000 Penalty: 4344.406250
	Iteration 34Q: 3 clusters Score -711995.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -712028.750000 Penalty: 4344.406250
	Iteration 35Q: 3 clusters Score -712028.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -712056.500000 Penalty: 4344.406250
	Iteration 36Q: 3 clusters Score -712056.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -712072.500000 Penalty: 4344.406250
	Iteration 37Q: 3 clusters Score -712072.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -712083.625000 Penalty: 4344.406250
	Iteration 38Q: 3 clusters Score -712083.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -712092.250000 Penalty: 4344.406250
	Iteration 39Q: 3 clusters Score -712092.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -712100.500000 Penalty: 4344.406250
	Iteration 40F: 3 clusters Score -712100.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -712107.062500 Penalty: 4344.406250
	Iteration 41Q: 3 clusters Score -712107.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -712116.875000 Penalty: 4344.406250
	Iteration 42Q: 3 clusters Score -712116.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -712125.625000 Penalty: 4344.406250
	Iteration 43Q: 3 clusters Score -712125.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -712131.937500 Penalty: 4344.406250
	Iteration 44Q: 3 clusters Score -712131.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -712137.000000 Penalty: 4344.406250
	Iteration 45Q: 3 clusters Score -712137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -712141.125000 Penalty: 4344.406250
	Iteration 46Q: 3 clusters Score -712141.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -712143.625000 Penalty: 4344.406250
	Iteration 47Q: 3 clusters Score -712143.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -712145.250000 Penalty: 4344.406250
	Iteration 48Q: 3 clusters Score -712145.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -712149.187500 Penalty: 4344.406250
	Iteration 49Q: 3 clusters Score -712149.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -712156.125000 Penalty: 4344.406250
	Iteration 50Q: 3 clusters Score -712156.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -712165.875000 Penalty: 4344.406250
	Iteration 51Q: 3 clusters Score -712165.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -712174.187500 Penalty: 4344.406250
	Iteration 52Q: 3 clusters Score -712174.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -712175.375000 Penalty: 4344.406250
	Iteration 53Q: 3 clusters Score -712175.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -712175.875000 Penalty: 4344.406250
	Iteration 54Q: 3 clusters Score -712175.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -712175.937500 Penalty: 4344.406250
	Iteration 55Q: 3 clusters Score -712175.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -712175.937500 Penalty: 4344.406250
	Iteration 56F: 3 clusters Score -712175.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 159341 members 
Mstep: Class 3 contains 16234 members 
Mstep: Class 4 contains 10300 members 
Mstep: Class 5 contains 43531 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 4861 members 
Mstep: Class 8 contains 27666 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24823 members 
Mstep: Class 13 contains 17841 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 70870 members 
Mstep: Class 17 contains 221286 members 
Mstep: Class 19 contains 44602 members 
Mstep: Class 20 contains 4312 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 6367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043632.000000 Penalty: 69967.726562
Iteration 319Q: 22 clusters Score -8.004363e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 159359 members 
Mstep: Class 3 contains 16234 members 
Mstep: Class 4 contains 10304 members 
Mstep: Class 5 contains 43533 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 4861 members 
Mstep: Class 8 contains 27656 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24818 members 
Mstep: Class 13 contains 17841 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2297 members 
Mstep: Class 16 contains 70880 members 
Mstep: Class 17 contains 221276 members 
Mstep: Class 19 contains 44594 members 
Mstep: Class 20 contains 4309 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 6366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043696.000000 Penalty: 69967.726562
Iteration 320F: 22 clusters Score -8.00437e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 159356 members 
Mstep: Class 3 contains 16234 members 
Mstep: Class 4 contains 10304 members 
Mstep: Class 5 contains 43532 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 4864 members 
Mstep: Class 8 contains 27649 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3347 members 
Mstep: Class 12 contains 24818 members 
Mstep: Class 13 contains 17838 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2297 members 
Mstep: Class 16 contains 70876 members 
Mstep: Class 17 contains 221298 members 
Mstep: Class 19 contains 44587 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 6366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043624.000000 Penalty: 69967.726562
Iteration 321Q: 22 clusters Score -8.004362e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 159374 members 
Mstep: Class 3 contains 16236 members 
Mstep: Class 4 contains 10306 members 
Mstep: Class 5 contains 43525 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 4865 members 
Mstep: Class 8 contains 27639 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24819 members 
Mstep: Class 13 contains 17836 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2297 members 
Mstep: Class 16 contains 70875 members 
Mstep: Class 17 contains 221304 members 
Mstep: Class 19 contains 44579 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 6365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043616.000000 Penalty: 69967.726562
Iteration 322Q: 22 clusters Score -8.004362e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 159397 members 
Mstep: Class 3 contains 16236 members 
Mstep: Class 4 contains 10308 members 
Mstep: Class 5 contains 43520 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 4867 members 
Mstep: Class 8 contains 27630 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24815 members 
Mstep: Class 13 contains 17836 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2296 members 
Mstep: Class 16 contains 70879 members 
Mstep: Class 17 contains 221301 members 
Mstep: Class 19 contains 44569 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 6365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043608.000000 Penalty: 69967.726562
Iteration 323Q: 22 clusters Score -8.004361e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 159417 members 
Mstep: Class 3 contains 16236 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 43512 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 4869 members 
Mstep: Class 8 contains 27620 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24818 members 
Mstep: Class 13 contains 17834 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2296 members 
Mstep: Class 16 contains 70879 members 
Mstep: Class 17 contains 221310 members 
Mstep: Class 19 contains 44556 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 6362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043648.000000 Penalty: 69967.726562
Iteration 324Q: 22 clusters Score -8.004365e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 159447 members 
Mstep: Class 3 contains 16235 members 
Mstep: Class 4 contains 10312 members 
Mstep: Class 5 contains 43505 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 4869 members 
Mstep: Class 8 contains 27611 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24817 members 
Mstep: Class 13 contains 17842 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2296 members 
Mstep: Class 16 contains 70877 members 
Mstep: Class 17 contains 221302 members 
Mstep: Class 19 contains 44546 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 4867 members 
Mstep: Class 22 contains 6361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043568.000000 Penalty: 69967.726562
Iteration 325Q: 22 clusters Score -8.004357e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 159467 members 
Mstep: Class 3 contains 16234 members 
Mstep: Class 4 contains 10312 members 
Mstep: Class 5 contains 43498 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 4868 members 
Mstep: Class 8 contains 27601 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24815 members 
Mstep: Class 13 contains 17850 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 16 contains 70887 members 
Mstep: Class 17 contains 221292 members 
Mstep: Class 19 contains 44544 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 4863 members 
Mstep: Class 22 contains 6362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043576.000000 Penalty: 69967.726562
Iteration 326Q: 22 clusters Score -8.004358e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 159516 members 
Mstep: Class 3 contains 16235 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 43493 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 4868 members 
Mstep: Class 8 contains 27593 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3347 members 
Mstep: Class 12 contains 24813 members 
Mstep: Class 13 contains 17849 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 70904 members 
Mstep: Class 17 contains 221248 members 
Mstep: Class 19 contains 44541 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 4859 members 
Mstep: Class 22 contains 6362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043560.000000 Penalty: 69967.726562
Iteration 327Q: 22 clusters Score -8.004356e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 159559 members 
Mstep: Class 3 contains 16236 members 
Mstep: Class 4 contains 10310 members 
Mstep: Class 5 contains 43488 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 4867 members 
Mstep: Class 8 contains 27584 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24811 members 
Mstep: Class 13 contains 17850 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 70912 members 
Mstep: Class 17 contains 221226 members 
Mstep: Class 19 contains 44538 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 4852 members 
Mstep: Class 22 contains 6361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043624.000000 Penalty: 69967.726562
Iteration 328Q: 22 clusters Score -8.004362e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 159587 members 
Mstep: Class 3 contains 16237 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 43491 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 4866 members 
Mstep: Class 8 contains 27578 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24808 members 
Mstep: Class 13 contains 17851 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 70908 members 
Mstep: Class 17 contains 221221 members 
Mstep: Class 19 contains 44527 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 4849 members 
Mstep: Class 22 contains 6361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043568.000000 Penalty: 69967.726562
Iteration 329Q: 22 clusters Score -8.004357e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 159624 members 
Mstep: Class 3 contains 16236 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 43506 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 4867 members 
Mstep: Class 8 contains 27572 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24805 members 
Mstep: Class 13 contains 17853 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 70910 members 
Mstep: Class 17 contains 221183 members 
Mstep: Class 19 contains 44519 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 4848 members 
Mstep: Class 22 contains 6361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043728.000000 Penalty: 69967.726562
Iteration 330Q: 22 clusters Score -8.004373e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 159648 members 
Mstep: Class 3 contains 16236 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 43508 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 4869 members 
Mstep: Class 8 contains 27564 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24806 members 
Mstep: Class 13 contains 17850 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 70902 members 
Mstep: Class 17 contains 221180 members 
Mstep: Class 19 contains 44511 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 4848 members 
Mstep: Class 22 contains 6361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043704.000000 Penalty: 69967.726562
Iteration 331Q: 22 clusters Score -8.00437e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 159655 members 
Mstep: Class 3 contains 16237 members 
Mstep: Class 4 contains 10313 members 
Mstep: Class 5 contains 43516 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 4869 members 
Mstep: Class 8 contains 27555 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24810 members 
Mstep: Class 13 contains 17846 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 70890 members 
Mstep: Class 17 contains 221193 members 
Mstep: Class 19 contains 44500 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 4848 members 
Mstep: Class 22 contains 6362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043664.000000 Penalty: 69967.726562
Iteration 332Q: 22 clusters Score -8.004366e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 159661 members 
Mstep: Class 3 contains 16237 members 
Mstep: Class 4 contains 10310 members 
Mstep: Class 5 contains 43524 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 4869 members 
Mstep: Class 8 contains 27547 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24808 members 
Mstep: Class 13 contains 17843 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 70881 members 
Mstep: Class 17 contains 221214 members 
Mstep: Class 19 contains 44490 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 4848 members 
Mstep: Class 22 contains 6362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043640.000000 Penalty: 69967.726562
Iteration 333Q: 22 clusters Score -8.004364e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 159686 members 
Mstep: Class 3 contains 16239 members 
Mstep: Class 4 contains 10306 members 
Mstep: Class 5 contains 43529 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 4872 members 
Mstep: Class 8 contains 27537 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3344 members 
Mstep: Class 12 contains 24806 members 
Mstep: Class 13 contains 17840 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 70869 members 
Mstep: Class 17 contains 221223 members 
Mstep: Class 19 contains 44475 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 4848 members 
Mstep: Class 22 contains 6365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043584.000000 Penalty: 69967.726562
Iteration 334Q: 22 clusters Score -8.004358e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 159697 members 
Mstep: Class 3 contains 16242 members 
Mstep: Class 4 contains 10306 members 
Mstep: Class 5 contains 43536 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 4869 members 
Mstep: Class 8 contains 27529 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3343 members 
Mstep: Class 12 contains 24803 members 
Mstep: Class 13 contains 17836 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 70850 members 
Mstep: Class 17 contains 221250 members 
Mstep: Class 19 contains 44464 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 4848 members 
Mstep: Class 22 contains 6365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043560.000000 Penalty: 69967.726562
Iteration 335Q: 22 clusters Score -8.004356e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 159705 members 
Mstep: Class 3 contains 16243 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 43539 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 4868 members 
Mstep: Class 8 contains 27526 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3343 members 
Mstep: Class 12 contains 24798 members 
Mstep: Class 13 contains 17835 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 70839 members 
Mstep: Class 17 contains 221260 members 
Mstep: Class 19 contains 44461 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 4845 members 
Mstep: Class 22 contains 6365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043496.000000 Penalty: 69967.726562
Iteration 336Q: 22 clusters Score -8.00435e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 159732 members 
Mstep: Class 3 contains 16245 members 
Mstep: Class 4 contains 10315 members 
Mstep: Class 5 contains 43549 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 4868 members 
Mstep: Class 8 contains 27521 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3343 members 
Mstep: Class 12 contains 24796 members 
Mstep: Class 13 contains 17834 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 70824 members 
Mstep: Class 17 contains 221252 members 
Mstep: Class 19 contains 44450 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 4843 members 
Mstep: Class 22 contains 6366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043568.000000 Penalty: 69967.726562
Iteration 337Q: 22 clusters Score -8.004357e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 159744 members 
Mstep: Class 3 contains 16245 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 43557 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 4869 members 
Mstep: Class 8 contains 27515 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3344 members 
Mstep: Class 12 contains 24794 members 
Mstep: Class 13 contains 17837 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 70819 members 
Mstep: Class 17 contains 221257 members 
Mstep: Class 19 contains 44441 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 6365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043480.000000 Penalty: 69967.726562
Iteration 338Q: 22 clusters Score -8.004348e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 159761 members 
Mstep: Class 3 contains 16245 members 
Mstep: Class 4 contains 10310 members 
Mstep: Class 5 contains 43560 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 4870 members 
Mstep: Class 8 contains 27517 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3344 members 
Mstep: Class 12 contains 24787 members 
Mstep: Class 13 contains 17840 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 70822 members 
Mstep: Class 17 contains 221242 members 
Mstep: Class 19 contains 44437 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 4838 members 
Mstep: Class 22 contains 6365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043400.000000 Penalty: 69967.726562
Iteration 339Q: 22 clusters Score -8.00434e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 159755 members 
Mstep: Class 3 contains 16245 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 43573 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 4869 members 
Mstep: Class 8 contains 27515 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3344 members 
Mstep: Class 12 contains 24776 members 
Mstep: Class 13 contains 17842 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 70815 members 
Mstep: Class 17 contains 221264 members 
Mstep: Class 19 contains 44433 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 4832 members 
Mstep: Class 22 contains 6365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043408.000000 Penalty: 69967.726562
Iteration 340F: 22 clusters Score -8.004341e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 159772 members 
Mstep: Class 3 contains 16245 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 43575 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 4870 members 
Mstep: Class 8 contains 27511 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24764 members 
Mstep: Class 13 contains 17841 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 70807 members 
Mstep: Class 17 contains 221282 members 
Mstep: Class 19 contains 44422 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 4829 members 
Mstep: Class 22 contains 6365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043408.000000 Penalty: 69967.726562
Iteration 341Q: 22 clusters Score -8.004341e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 159791 members 
Mstep: Class 3 contains 16246 members 
Mstep: Class 4 contains 10313 members 
Mstep: Class 5 contains 43577 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 4871 members 
Mstep: Class 8 contains 27502 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24755 members 
Mstep: Class 13 contains 17841 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 70804 members 
Mstep: Class 17 contains 221291 members 
Mstep: Class 19 contains 44413 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 4827 members 
Mstep: Class 22 contains 6362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043504.000000 Penalty: 69967.726562
Iteration 342Q: 22 clusters Score -8.00435e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 159808 members 
Mstep: Class 3 contains 16247 members 
Mstep: Class 4 contains 10314 members 
Mstep: Class 5 contains 43580 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 4873 members 
Mstep: Class 8 contains 27496 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24757 members 
Mstep: Class 13 contains 17841 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 70796 members 
Mstep: Class 17 contains 221287 members 
Mstep: Class 19 contains 44407 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 21 contains 4827 members 
Mstep: Class 22 contains 6361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043520.000000 Penalty: 69967.726562
Iteration 343Q: 22 clusters Score -8.004352e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 159804 members 
Mstep: Class 3 contains 16247 members 
Mstep: Class 4 contains 10316 members 
Mstep: Class 5 contains 43581 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 4874 members 
Mstep: Class 8 contains 27496 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24758 members 
Mstep: Class 13 contains 17841 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 70794 members 
Mstep: Class 17 contains 221295 members 
Mstep: Class 19 contains 44403 members 
Mstep: Class 20 contains 4304 members 
Mstep: Class 21 contains 4827 members 
Mstep: Class 22 contains 6360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043528.000000 Penalty: 69967.726562
Iteration 344Q: 22 clusters Score -8.004353e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 159812 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10313 members 
Mstep: Class 5 contains 43580 members 
Mstep: Class 6 contains 1675 members 
Mstep: Class 7 contains 4875 members 
Mstep: Class 8 contains 27496 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24760 members 
Mstep: Class 13 contains 17842 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2291 members 
Mstep: Class 16 contains 70788 members 
Mstep: Class 17 contains 221304 members 
Mstep: Class 19 contains 44396 members 
Mstep: Class 20 contains 4303 members 
Mstep: Class 21 contains 4827 members 
Mstep: Class 22 contains 6358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043464.000000 Penalty: 69967.726562
Iteration 345Q: 22 clusters Score -8.004346e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 159824 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 10312 members 
Mstep: Class 5 contains 43582 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4875 members 
Mstep: Class 8 contains 27494 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24761 members 
Mstep: Class 13 contains 17845 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70785 members 
Mstep: Class 17 contains 221301 members 
Mstep: Class 19 contains 44390 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 21 contains 4827 members 
Mstep: Class 22 contains 6357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043488.000000 Penalty: 69967.726562
Iteration 346Q: 22 clusters Score -8.004349e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 159821 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 10310 members 
Mstep: Class 5 contains 43576 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4875 members 
Mstep: Class 8 contains 27491 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24756 members 
Mstep: Class 13 contains 17850 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70789 members 
Mstep: Class 17 contains 221316 members 
Mstep: Class 19 contains 44386 members 
Mstep: Class 20 contains 4300 members 
Mstep: Class 21 contains 4827 members 
Mstep: Class 22 contains 6356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043480.000000 Penalty: 69967.726562
Iteration 347Q: 22 clusters Score -8.004348e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159837 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 10310 members 
Mstep: Class 5 contains 43572 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4875 members 
Mstep: Class 8 contains 27487 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24754 members 
Mstep: Class 13 contains 17849 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70786 members 
Mstep: Class 17 contains 221318 members 
Mstep: Class 19 contains 44382 members 
Mstep: Class 20 contains 4297 members 
Mstep: Class 21 contains 4827 members 
Mstep: Class 22 contains 6355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043528.000000 Penalty: 69967.726562
Iteration 348Q: 22 clusters Score -8.004353e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 159845 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 10308 members 
Mstep: Class 5 contains 43568 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4875 members 
Mstep: Class 8 contains 27487 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3344 members 
Mstep: Class 12 contains 24754 members 
Mstep: Class 13 contains 17851 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70786 members 
Mstep: Class 17 contains 221315 members 
Mstep: Class 19 contains 44382 members 
Mstep: Class 20 contains 4296 members 
Mstep: Class 21 contains 4827 members 
Mstep: Class 22 contains 6355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043592.000000 Penalty: 69967.726562
Iteration 349Q: 22 clusters Score -8.004359e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 159870 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 10306 members 
Mstep: Class 5 contains 43561 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4875 members 
Mstep: Class 8 contains 27486 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24754 members 
Mstep: Class 13 contains 17854 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70787 members 
Mstep: Class 17 contains 221298 members 
Mstep: Class 19 contains 44381 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4827 members 
Mstep: Class 22 contains 6354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043616.000000 Penalty: 69967.726562
Iteration 350Q: 22 clusters Score -8.004362e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 159886 members 
Mstep: Class 3 contains 16251 members 
Mstep: Class 4 contains 10306 members 
Mstep: Class 5 contains 43559 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4875 members 
Mstep: Class 8 contains 27484 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24756 members 
Mstep: Class 13 contains 17856 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70783 members 
Mstep: Class 17 contains 221292 members 
Mstep: Class 19 contains 44376 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4827 members 
Mstep: Class 22 contains 6353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043512.000000 Penalty: 69967.726562
Iteration 351Q: 22 clusters Score -8.004351e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 159892 members 
Mstep: Class 3 contains 16253 members 
Mstep: Class 4 contains 10306 members 
Mstep: Class 5 contains 43556 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4875 members 
Mstep: Class 8 contains 27484 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3344 members 
Mstep: Class 12 contains 24757 members 
Mstep: Class 13 contains 17854 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70775 members 
Mstep: Class 17 contains 221303 members 
Mstep: Class 19 contains 44369 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4827 members 
Mstep: Class 22 contains 6354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043536.000000 Penalty: 69967.726562
Iteration 352Q: 22 clusters Score -8.004354e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 159895 members 
Mstep: Class 3 contains 16253 members 
Mstep: Class 4 contains 10306 members 
Mstep: Class 5 contains 43554 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4875 members 
Mstep: Class 8 contains 27480 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3344 members 
Mstep: Class 12 contains 24760 members 
Mstep: Class 13 contains 17855 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70771 members 
Mstep: Class 17 contains 221311 members 
Mstep: Class 19 contains 44364 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4827 members 
Mstep: Class 22 contains 6354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043520.000000 Penalty: 69967.726562
Iteration 353Q: 22 clusters Score -8.004352e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159899 members 
Mstep: Class 3 contains 16253 members 
Mstep: Class 4 contains 10305 members 
Mstep: Class 5 contains 43547 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4874 members 
Mstep: Class 8 contains 27479 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24759 members 
Mstep: Class 13 contains 17856 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70770 members 
Mstep: Class 17 contains 221324 members 
Mstep: Class 19 contains 44360 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4826 members 
Mstep: Class 22 contains 6353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043464.000000 Penalty: 69967.726562
Iteration 354Q: 22 clusters Score -8.004346e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 159917 members 
Mstep: Class 3 contains 16253 members 
Mstep: Class 4 contains 10304 members 
Mstep: Class 5 contains 43544 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4875 members 
Mstep: Class 8 contains 27480 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24754 members 
Mstep: Class 13 contains 17857 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70766 members 
Mstep: Class 17 contains 221321 members 
Mstep: Class 19 contains 44356 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4826 members 
Mstep: Class 22 contains 6353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043440.000000 Penalty: 69967.726562
Iteration 355Q: 22 clusters Score -8.004344e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 159927 members 
Mstep: Class 3 contains 16253 members 
Mstep: Class 4 contains 10304 members 
Mstep: Class 5 contains 43545 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 27478 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24754 members 
Mstep: Class 13 contains 17859 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70760 members 
Mstep: Class 17 contains 221316 members 
Mstep: Class 19 contains 44355 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4825 members 
Mstep: Class 22 contains 6353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043504.000000 Penalty: 69967.726562
Iteration 356Q: 22 clusters Score -8.00435e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 159945 members 
Mstep: Class 3 contains 16253 members 
Mstep: Class 4 contains 10306 members 
Mstep: Class 5 contains 43545 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 27473 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24755 members 
Mstep: Class 13 contains 17859 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70758 members 
Mstep: Class 17 contains 221300 members 
Mstep: Class 19 contains 44354 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4825 members 
Mstep: Class 22 contains 6353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043576.000000 Penalty: 69967.726562
Iteration 357Q: 22 clusters Score -8.004358e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 159946 members 
Mstep: Class 3 contains 16254 members 
Mstep: Class 4 contains 10308 members 
Mstep: Class 5 contains 43540 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4882 members 
Mstep: Class 8 contains 27473 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24759 members 
Mstep: Class 13 contains 17859 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70758 members 
Mstep: Class 17 contains 221296 members 
Mstep: Class 19 contains 44354 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4825 members 
Mstep: Class 22 contains 6352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043528.000000 Penalty: 69967.726562
Iteration 358Q: 22 clusters Score -8.004353e+07 nChanged 61
Entering ConstructFrom: 
Score: -80043528.000000 Penalty: 69967.726562
Entering ConstructFrom: 
Trying to split cluster 1 (16337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Entering Unmasked Estep 
Score: -1959201.875000 Penalty: 2405.894531
	Iteration 0F: 2 clusters Score -1959202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1947417.625000 Penalty: 4811.789062
	Iteration 0F: 3 clusters Score -1947418 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1951264.250000 Penalty: 4811.789062
	Iteration 1F: 3 clusters Score -1951264 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1951750.500000 Penalty: 4811.789062
	Iteration 2F: 3 clusters Score -1951750 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1952232.625000 Penalty: 4811.789062
	Iteration 3F: 3 clusters Score -1952233 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1952742.000000 Penalty: 4811.789062
	Iteration 4F: 3 clusters Score -1952742 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1953224.625000 Penalty: 4811.789062
	Iteration 5F: 3 clusters Score -1953225 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1953734.625000 Penalty: 4811.789062
	Iteration 6F: 3 clusters Score -1953735 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1954293.250000 Penalty: 4811.789062
	Iteration 7F: 3 clusters Score -1954293 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1954792.625000 Penalty: 4811.789062
	Iteration 8F: 3 clusters Score -1954793 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1955227.000000 Penalty: 4811.789062
	Iteration 9Q: 3 clusters Score -1955227 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1955662.250000 Penalty: 4811.789062
	Iteration 10Q: 3 clusters Score -1955662 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1956123.625000 Penalty: 4811.789062
	Iteration 11Q: 3 clusters Score -1956124 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1956573.500000 Penalty: 4811.789062
	Iteration 12Q: 3 clusters Score -1956574 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1956975.000000 Penalty: 4811.789062
	Iteration 13Q: 3 clusters Score -1956975 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1957301.000000 Penalty: 4811.789062
	Iteration 14Q: 3 clusters Score -1957301 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1957522.500000 Penalty: 4811.789062
	Iteration 15Q: 3 clusters Score -1957522 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1957686.375000 Penalty: 4811.789062
	Iteration 16Q: 3 clusters Score -1957686 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1957804.750000 Penalty: 4811.789062
	Iteration 17Q: 3 clusters Score -1957805 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1957903.000000 Penalty: 4811.789062
	Iteration 18Q: 3 clusters Score -1957903 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1957970.375000 Penalty: 4811.789062
	Iteration 19Q: 3 clusters Score -1957970 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1958009.500000 Penalty: 4811.789062
	Iteration 20F: 3 clusters Score -1958010 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1958047.375000 Penalty: 4811.789062
	Iteration 21Q: 3 clusters Score -1958047 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1958063.125000 Penalty: 4811.789062
	Iteration 22Q: 3 clusters Score -1958063 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1958072.000000 Penalty: 4811.789062
	Iteration 23Q: 3 clusters Score -1958072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1958076.375000 Penalty: 4811.789062
	Iteration 24Q: 3 clusters Score -1958076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1958075.250000 Penalty: 4811.789062
	Iteration 25Q: 3 clusters Score -1958075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1958080.375000 Penalty: 4811.789062
	Iteration 26Q: 3 clusters Score -1958080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1958082.000000 Penalty: 4811.789062
	Iteration 27Q: 3 clusters Score -1958082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1958084.875000 Penalty: 4811.789062
	Iteration 28Q: 3 clusters Score -1958085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1958086.000000 Penalty: 4811.789062
	Iteration 29Q: 3 clusters Score -1958086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1958085.750000 Penalty: 4811.789062
	Iteration 30Q: 3 clusters Score -1958086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1958085.875000 Penalty: 4811.789062
	Iteration 31Q: 3 clusters Score -1958086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -1958085.000000 Penalty: 4811.789062
	Iteration 32Q: 3 clusters Score -1958085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1958085.750000 Penalty: 4811.789062
	Iteration 33Q: 3 clusters Score -1958086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1958085.750000 Penalty: 4811.789062
	Iteration 34F: 3 clusters Score -1958086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (159956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159956 members 
Entering Unmasked Estep 
Score: -19023914.000000 Penalty: 2971.697998
	Iteration 0F: 2 clusters Score -1.902391e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80110 members 
Mstep: Class 2 contains 79846 members 
Entering Unmasked Estep 
Score: -18919854.000000 Penalty: 5943.395996
	Iteration 0F: 3 clusters Score -1.891985e+07 nChanged 76715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83467 members 
Mstep: Class 2 contains 76489 members 
Entering Unmasked Estep 
Score: -18964152.000000 Penalty: 5943.395996
	Iteration 1F: 3 clusters Score -1.896415e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85499 members 
Mstep: Class 2 contains 74457 members 
Entering Unmasked Estep 
Score: -18965588.000000 Penalty: 5943.395996
	Iteration 2Q: 3 clusters Score -1.896559e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88632 members 
Mstep: Class 2 contains 71324 members 
Entering Unmasked Estep 
Score: -18967424.000000 Penalty: 5943.395996
	Iteration 3Q: 3 clusters Score -1.896742e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93135 members 
Mstep: Class 2 contains 66821 members 
Entering Unmasked Estep 
Score: -18970124.000000 Penalty: 5943.395996
	Iteration 4Q: 3 clusters Score -1.897012e+07 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99394 members 
Mstep: Class 2 contains 60562 members 
Entering Unmasked Estep 
Score: -18974216.000000 Penalty: 5943.395996
	Iteration 5Q: 3 clusters Score -1.897422e+07 nChanged 9549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107557 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -18979918.000000 Penalty: 5943.395996
	Iteration 6F: 3 clusters Score -1.897992e+07 nChanged 11173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117552 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -18988274.000000 Penalty: 5943.395996
	Iteration 7F: 3 clusters Score -1.898827e+07 nChanged 11546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128290 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -18997728.000000 Penalty: 5943.395996
	Iteration 8F: 3 clusters Score -1.899773e+07 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137884 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -19006350.000000 Penalty: 5943.395996
	Iteration 9F: 3 clusters Score -1.900635e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144609 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -19012542.000000 Penalty: 5943.395996
	Iteration 10Q: 3 clusters Score -1.901254e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148687 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -19016288.000000 Penalty: 5943.395996
	Iteration 11Q: 3 clusters Score -1.901629e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151085 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -19018384.000000 Penalty: 5943.395996
	Iteration 12Q: 3 clusters Score -1.901838e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152633 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -19019530.000000 Penalty: 5943.395996
	Iteration 13Q: 3 clusters Score -1.901953e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153680 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -19020268.000000 Penalty: 5943.395996
	Iteration 14Q: 3 clusters Score -1.902027e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154429 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -19020684.000000 Penalty: 5943.395996
	Iteration 15Q: 3 clusters Score -1.902068e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154971 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -19021006.000000 Penalty: 5943.395996
	Iteration 16Q: 3 clusters Score -1.902101e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155389 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -19021258.000000 Penalty: 5943.395996
	Iteration 17Q: 3 clusters Score -1.902126e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155733 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -19021392.000000 Penalty: 5943.395996
	Iteration 18Q: 3 clusters Score -1.902139e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155995 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -19021486.000000 Penalty: 5943.395996
	Iteration 19Q: 3 clusters Score -1.902149e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156193 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -19021542.000000 Penalty: 5943.395996
	Iteration 20F: 3 clusters Score -1.902154e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156375 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -19021618.000000 Penalty: 5943.395996
	Iteration 21Q: 3 clusters Score -1.902162e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156512 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -19021698.000000 Penalty: 5943.395996
	Iteration 22Q: 3 clusters Score -1.90217e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156619 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -19021726.000000 Penalty: 5943.395996
	Iteration 23Q: 3 clusters Score -1.902173e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156718 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -19021818.000000 Penalty: 5943.395996
	Iteration 24Q: 3 clusters Score -1.902182e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156800 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -19021816.000000 Penalty: 5943.395996
	Iteration 25Q: 3 clusters Score -1.902182e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156873 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -19021846.000000 Penalty: 5943.395996
	Iteration 26Q: 3 clusters Score -1.902185e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156948 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -19021876.000000 Penalty: 5943.395996
	Iteration 27Q: 3 clusters Score -1.902188e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157016 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -19021928.000000 Penalty: 5943.395996
	Iteration 28Q: 3 clusters Score -1.902193e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157079 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -19021934.000000 Penalty: 5943.395996
	Iteration 29Q: 3 clusters Score -1.902193e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157153 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -19021970.000000 Penalty: 5943.395996
	Iteration 30Q: 3 clusters Score -1.902197e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157221 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -19021994.000000 Penalty: 5943.395996
	Iteration 31Q: 3 clusters Score -1.902199e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157270 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -19021996.000000 Penalty: 5943.395996
	Iteration 32Q: 3 clusters Score -1.9022e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157329 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -19022032.000000 Penalty: 5943.395996
	Iteration 33Q: 3 clusters Score -1.902203e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157379 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -19022022.000000 Penalty: 5943.395996
	Iteration 34Q: 3 clusters Score -1.902202e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157406 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -19022022.000000 Penalty: 5943.395996
	Iteration 35Q: 3 clusters Score -1.902202e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157447 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -19022048.000000 Penalty: 5943.395996
	Iteration 36Q: 3 clusters Score -1.902205e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157476 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -19022080.000000 Penalty: 5943.395996
	Iteration 37Q: 3 clusters Score -1.902208e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157513 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -19022096.000000 Penalty: 5943.395996
	Iteration 38Q: 3 clusters Score -1.90221e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157542 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -19022088.000000 Penalty: 5943.395996
	Iteration 39Q: 3 clusters Score -1.902209e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157574 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -19022100.000000 Penalty: 5943.395996
	Iteration 40F: 3 clusters Score -1.90221e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157600 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -19022110.000000 Penalty: 5943.395996
	Iteration 41Q: 3 clusters Score -1.902211e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157625 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -19022118.000000 Penalty: 5943.395996
	Iteration 42Q: 3 clusters Score -1.902212e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157648 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -19022106.000000 Penalty: 5943.395996
	Iteration 43Q: 3 clusters Score -1.902211e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157670 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -19022132.000000 Penalty: 5943.395996
	Iteration 44Q: 3 clusters Score -1.902213e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157676 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -19022124.000000 Penalty: 5943.395996
	Iteration 45Q: 3 clusters Score -1.902212e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157676 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -19022136.000000 Penalty: 5943.395996
	Iteration 46Q: 3 clusters Score -1.902214e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157680 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -19022144.000000 Penalty: 5943.395996
	Iteration 47Q: 3 clusters Score -1.902214e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157684 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -19022136.000000 Penalty: 5943.395996
	Iteration 48Q: 3 clusters Score -1.902214e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157688 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -19022154.000000 Penalty: 5943.395996
	Iteration 49Q: 3 clusters Score -1.902215e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157694 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -19022166.000000 Penalty: 5943.395996
	Iteration 50Q: 3 clusters Score -1.902217e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157686 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -19022170.000000 Penalty: 5943.395996
	Iteration 51Q: 3 clusters Score -1.902217e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157681 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -19022196.000000 Penalty: 5943.395996
	Iteration 52Q: 3 clusters Score -1.90222e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157684 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -19022210.000000 Penalty: 5943.395996
	Iteration 53Q: 3 clusters Score -1.902221e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157675 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -19022230.000000 Penalty: 5943.395996
	Iteration 54Q: 3 clusters Score -1.902223e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157658 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -19022264.000000 Penalty: 5943.395996
	Iteration 55Q: 3 clusters Score -1.902226e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157651 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -19022274.000000 Penalty: 5943.395996
	Iteration 56Q: 3 clusters Score -1.902227e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157646 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -19022292.000000 Penalty: 5943.395996
	Iteration 57Q: 3 clusters Score -1.902229e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157640 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -19022294.000000 Penalty: 5943.395996
	Iteration 58Q: 3 clusters Score -1.902229e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157636 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -19022300.000000 Penalty: 5943.395996
	Iteration 59Q: 3 clusters Score -1.90223e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157627 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -19022322.000000 Penalty: 5943.395996
	Iteration 60F: 3 clusters Score -1.902232e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157622 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -19022322.000000 Penalty: 5943.395996
	Iteration 61Q: 3 clusters Score -1.902232e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157628 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -19022332.000000 Penalty: 5943.395996
	Iteration 62Q: 3 clusters Score -1.902233e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157626 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -19022354.000000 Penalty: 5943.395996
	Iteration 63Q: 3 clusters Score -1.902235e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157625 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -19022332.000000 Penalty: 5943.395996
	Iteration 64Q: 3 clusters Score -1.902233e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157622 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -19022360.000000 Penalty: 5943.395996
	Iteration 65Q: 3 clusters Score -1.902236e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157617 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -19022412.000000 Penalty: 5943.395996
	Iteration 66Q: 3 clusters Score -1.902241e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157609 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -19022396.000000 Penalty: 5943.395996
	Iteration 67Q: 3 clusters Score -1.90224e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157606 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -19022416.000000 Penalty: 5943.395996
	Iteration 68Q: 3 clusters Score -1.902242e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157606 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -19022434.000000 Penalty: 5943.395996
	Iteration 69Q: 3 clusters Score -1.902243e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157610 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -19022438.000000 Penalty: 5943.395996
	Iteration 70Q: 3 clusters Score -1.902244e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157604 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -19022424.000000 Penalty: 5943.395996
	Iteration 71Q: 3 clusters Score -1.902242e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157598 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -19022438.000000 Penalty: 5943.395996
	Iteration 72Q: 3 clusters Score -1.902244e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157593 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -19022452.000000 Penalty: 5943.395996
	Iteration 73Q: 3 clusters Score -1.902245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157586 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -19022458.000000 Penalty: 5943.395996
	Iteration 74Q: 3 clusters Score -1.902246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157584 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -19022462.000000 Penalty: 5943.395996
	Iteration 75Q: 3 clusters Score -1.902246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157583 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -19022460.000000 Penalty: 5943.395996
	Iteration 76Q: 3 clusters Score -1.902246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157580 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -19022460.000000 Penalty: 5943.395996
	Iteration 77Q: 3 clusters Score -1.902246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157578 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -19022456.000000 Penalty: 5943.395996
	Iteration 78Q: 3 clusters Score -1.902246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157579 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -19022456.000000 Penalty: 5943.395996
	Iteration 79Q: 3 clusters Score -1.902246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157580 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -19022462.000000 Penalty: 5943.395996
	Iteration 80F: 3 clusters Score -1.902246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157580 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -19022458.000000 Penalty: 5943.395996
	Iteration 81Q: 3 clusters Score -1.902246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157581 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -19022458.000000 Penalty: 5943.395996
	Iteration 82Q: 3 clusters Score -1.902246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157581 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -19022458.000000 Penalty: 5943.395996
	Iteration 83F: 3 clusters Score -1.902246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Entering Unmasked Estep 
Score: -1968377.875000 Penalty: 2404.631348
	Iteration 0F: 2 clusters Score -1968378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1956794.250000 Penalty: 4809.262695
	Iteration 0F: 3 clusters Score -1956794 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1960564.875000 Penalty: 4809.262695
	Iteration 1F: 3 clusters Score -1960565 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1960933.500000 Penalty: 4809.262695
	Iteration 2F: 3 clusters Score -1960934 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1961181.875000 Penalty: 4809.262695
	Iteration 3Q: 3 clusters Score -1961182 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1961380.875000 Penalty: 4809.262695
	Iteration 4Q: 3 clusters Score -1961381 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1961552.125000 Penalty: 4809.262695
	Iteration 5Q: 3 clusters Score -1961552 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1961713.250000 Penalty: 4809.262695
	Iteration 6Q: 3 clusters Score -1961713 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1961862.250000 Penalty: 4809.262695
	Iteration 7Q: 3 clusters Score -1961862 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1962004.500000 Penalty: 4809.262695
	Iteration 8Q: 3 clusters Score -1962004 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1962143.875000 Penalty: 4809.262695
	Iteration 9Q: 3 clusters Score -1962144 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1962264.375000 Penalty: 4809.262695
	Iteration 10Q: 3 clusters Score -1962264 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1962386.750000 Penalty: 4809.262695
	Iteration 11Q: 3 clusters Score -1962387 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1962532.500000 Penalty: 4809.262695
	Iteration 12Q: 3 clusters Score -1962532 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1962666.125000 Penalty: 4809.262695
	Iteration 13Q: 3 clusters Score -1962666 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1962801.875000 Penalty: 4809.262695
	Iteration 14Q: 3 clusters Score -1962802 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1962958.625000 Penalty: 4809.262695
	Iteration 15Q: 3 clusters Score -1962959 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1963105.000000 Penalty: 4809.262695
	Iteration 16Q: 3 clusters Score -1963105 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1963279.750000 Penalty: 4809.262695
	Iteration 17Q: 3 clusters Score -1963280 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1963447.875000 Penalty: 4809.262695
	Iteration 18Q: 3 clusters Score -1963448 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1963614.000000 Penalty: 4809.262695
	Iteration 19Q: 3 clusters Score -1963614 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1963827.625000 Penalty: 4809.262695
	Iteration 20F: 3 clusters Score -1963828 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1964032.000000 Penalty: 4809.262695
	Iteration 21Q: 3 clusters Score -1964032 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1964221.625000 Penalty: 4809.262695
	Iteration 22Q: 3 clusters Score -1964222 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1964380.500000 Penalty: 4809.262695
	Iteration 23Q: 3 clusters Score -1964380 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1964527.250000 Penalty: 4809.262695
	Iteration 24Q: 3 clusters Score -1964527 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1964662.250000 Penalty: 4809.262695
	Iteration 25Q: 3 clusters Score -1964662 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1964821.250000 Penalty: 4809.262695
	Iteration 26Q: 3 clusters Score -1964821 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1964951.375000 Penalty: 4809.262695
	Iteration 27Q: 3 clusters Score -1964951 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1965038.500000 Penalty: 4809.262695
	Iteration 28Q: 3 clusters Score -1965038 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1965106.625000 Penalty: 4809.262695
	Iteration 29Q: 3 clusters Score -1965107 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1965162.000000 Penalty: 4809.262695
	Iteration 30Q: 3 clusters Score -1965162 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1965230.750000 Penalty: 4809.262695
	Iteration 31Q: 3 clusters Score -1965231 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1965287.000000 Penalty: 4809.262695
	Iteration 32Q: 3 clusters Score -1965287 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1965343.375000 Penalty: 4809.262695
	Iteration 33Q: 3 clusters Score -1965343 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1965398.875000 Penalty: 4809.262695
	Iteration 34Q: 3 clusters Score -1965399 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1965441.750000 Penalty: 4809.262695
	Iteration 35Q: 3 clusters Score -1965442 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1965479.375000 Penalty: 4809.262695
	Iteration 36Q: 3 clusters Score -1965479 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1965533.750000 Penalty: 4809.262695
	Iteration 37Q: 3 clusters Score -1965534 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1965583.000000 Penalty: 4809.262695
	Iteration 38Q: 3 clusters Score -1965583 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1965625.000000 Penalty: 4809.262695
	Iteration 39Q: 3 clusters Score -1965625 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1965661.250000 Penalty: 4809.262695
	Iteration 40F: 3 clusters Score -1965661 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1965700.750000 Penalty: 4809.262695
	Iteration 41Q: 3 clusters Score -1965701 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1965747.125000 Penalty: 4809.262695
	Iteration 42Q: 3 clusters Score -1965747 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1965799.875000 Penalty: 4809.262695
	Iteration 43Q: 3 clusters Score -1965800 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1965833.625000 Penalty: 4809.262695
	Iteration 44Q: 3 clusters Score -1965834 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1965875.000000 Penalty: 4809.262695
	Iteration 45Q: 3 clusters Score -1965875 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1965913.000000 Penalty: 4809.262695
	Iteration 46Q: 3 clusters Score -1965913 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1965949.000000 Penalty: 4809.262695
	Iteration 47Q: 3 clusters Score -1965949 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1965982.250000 Penalty: 4809.262695
	Iteration 48Q: 3 clusters Score -1965982 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1966009.125000 Penalty: 4809.262695
	Iteration 49Q: 3 clusters Score -1966009 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1966025.500000 Penalty: 4809.262695
	Iteration 50Q: 3 clusters Score -1966026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1966034.750000 Penalty: 4809.262695
	Iteration 51Q: 3 clusters Score -1966035 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -1966052.875000 Penalty: 4809.262695
	Iteration 52Q: 3 clusters Score -1966053 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1966063.500000 Penalty: 4809.262695
	Iteration 53Q: 3 clusters Score -1966064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1966075.625000 Penalty: 4809.262695
	Iteration 54Q: 3 clusters Score -1966076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1966089.875000 Penalty: 4809.262695
	Iteration 55Q: 3 clusters Score -1966090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1966102.875000 Penalty: 4809.262695
	Iteration 56Q: 3 clusters Score -1966103 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1966123.250000 Penalty: 4809.262695
	Iteration 57Q: 3 clusters Score -1966123 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1966142.000000 Penalty: 4809.262695
	Iteration 58Q: 3 clusters Score -1966142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1966148.500000 Penalty: 4809.262695
	Iteration 59Q: 3 clusters Score -1966148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1966146.750000 Penalty: 4809.262695
	Iteration 60F: 3 clusters Score -1966147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -1966155.875000 Penalty: 4809.262695
	Iteration 61Q: 3 clusters Score -1966156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -1966164.875000 Penalty: 4809.262695
	Iteration 62Q: 3 clusters Score -1966165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -1966169.625000 Penalty: 4809.262695
	Iteration 63Q: 3 clusters Score -1966170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1966178.875000 Penalty: 4809.262695
	Iteration 64Q: 3 clusters Score -1966179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1966180.000000 Penalty: 4809.262695
	Iteration 65Q: 3 clusters Score -1966180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1966183.500000 Penalty: 4809.262695
	Iteration 66Q: 3 clusters Score -1966184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1966184.500000 Penalty: 4809.262695
	Iteration 67Q: 3 clusters Score -1966184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1966184.875000 Penalty: 4809.262695
	Iteration 68Q: 3 clusters Score -1966185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1966193.875000 Penalty: 4809.262695
	Iteration 69Q: 3 clusters Score -1966194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -1966200.125000 Penalty: 4809.262695
	Iteration 70Q: 3 clusters Score -1966200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -1966203.875000 Penalty: 4809.262695
	Iteration 71Q: 3 clusters Score -1966204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1966209.500000 Penalty: 4809.262695
	Iteration 72Q: 3 clusters Score -1966210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1966218.500000 Penalty: 4809.262695
	Iteration 73Q: 3 clusters Score -1966218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1966221.250000 Penalty: 4809.262695
	Iteration 74Q: 3 clusters Score -1966221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -1966220.125000 Penalty: 4809.262695
	Iteration 75Q: 3 clusters Score -1966220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1966220.875000 Penalty: 4809.262695
	Iteration 76Q: 3 clusters Score -1966221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1966222.625000 Penalty: 4809.262695
	Iteration 77Q: 3 clusters Score -1966223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1966225.375000 Penalty: 4809.262695
	Iteration 78Q: 3 clusters Score -1966225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1966226.000000 Penalty: 4809.262695
	Iteration 79Q: 3 clusters Score -1966226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1966228.625000 Penalty: 4809.262695
	Iteration 80F: 3 clusters Score -1966229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1966228.875000 Penalty: 4809.262695
	Iteration 81Q: 3 clusters Score -1966229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1966233.250000 Penalty: 4809.262695
	Iteration 82Q: 3 clusters Score -1966233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1966233.625000 Penalty: 4809.262695
	Iteration 83Q: 3 clusters Score -1966234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1966234.750000 Penalty: 4809.262695
	Iteration 84Q: 3 clusters Score -1966235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -1966238.125000 Penalty: 4809.262695
	Iteration 85Q: 3 clusters Score -1966238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1966241.625000 Penalty: 4809.262695
	Iteration 86Q: 3 clusters Score -1966242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1966244.625000 Penalty: 4809.262695
	Iteration 87Q: 3 clusters Score -1966245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1966251.625000 Penalty: 4809.262695
	Iteration 88Q: 3 clusters Score -1966252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1966248.625000 Penalty: 4809.262695
	Iteration 89Q: 3 clusters Score -1966249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1966251.875000 Penalty: 4809.262695
	Iteration 90Q: 3 clusters Score -1966252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1966254.750000 Penalty: 4809.262695
	Iteration 91Q: 3 clusters Score -1966255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1966258.750000 Penalty: 4809.262695
	Iteration 92Q: 3 clusters Score -1966259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1966257.750000 Penalty: 4809.262695
	Iteration 93Q: 3 clusters Score -1966258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1966259.625000 Penalty: 4809.262695
	Iteration 94Q: 3 clusters Score -1966260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1966261.000000 Penalty: 4809.262695
	Iteration 95Q: 3 clusters Score -1966261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -1966261.625000 Penalty: 4809.262695
	Iteration 96Q: 3 clusters Score -1966262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1966262.375000 Penalty: 4809.262695
	Iteration 97Q: 3 clusters Score -1966262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1966266.625000 Penalty: 4809.262695
	Iteration 98Q: 3 clusters Score -1966267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1966266.625000 Penalty: 4809.262695
	Iteration 99F: 3 clusters Score -1966267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Entering Unmasked Estep 
Score: -1238595.375000 Penalty: 2291.735596
	Iteration 0F: 2 clusters Score -1238595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1230684.375000 Penalty: 4583.471191
	Iteration 0F: 3 clusters Score -1230684 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1232963.250000 Penalty: 4583.471191
	Iteration 1F: 3 clusters Score -1232963 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1233262.625000 Penalty: 4583.471191
	Iteration 2F: 3 clusters Score -1233263 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1233522.625000 Penalty: 4583.471191
	Iteration 3F: 3 clusters Score -1233523 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1233789.000000 Penalty: 4583.471191
	Iteration 4Q: 3 clusters Score -1233789 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1234111.875000 Penalty: 4583.471191
	Iteration 5Q: 3 clusters Score -1234112 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1234489.875000 Penalty: 4583.471191
	Iteration 6F: 3 clusters Score -1234490 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1234946.625000 Penalty: 4583.471191
	Iteration 7F: 3 clusters Score -1234947 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1235398.000000 Penalty: 4583.471191
	Iteration 8F: 3 clusters Score -1235398 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1235849.750000 Penalty: 4583.471191
	Iteration 9F: 3 clusters Score -1235850 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1236219.375000 Penalty: 4583.471191
	Iteration 10Q: 3 clusters Score -1236219 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1236480.250000 Penalty: 4583.471191
	Iteration 11Q: 3 clusters Score -1236480 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1236627.875000 Penalty: 4583.471191
	Iteration 12Q: 3 clusters Score -1236628 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1236700.125000 Penalty: 4583.471191
	Iteration 13Q: 3 clusters Score -1236700 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1236745.375000 Penalty: 4583.471191
	Iteration 14Q: 3 clusters Score -1236745 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1236782.125000 Penalty: 4583.471191
	Iteration 15Q: 3 clusters Score -1236782 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1236816.625000 Penalty: 4583.471191
	Iteration 16Q: 3 clusters Score -1236817 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1236839.500000 Penalty: 4583.471191
	Iteration 17Q: 3 clusters Score -1236840 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1236864.500000 Penalty: 4583.471191
	Iteration 18Q: 3 clusters Score -1236864 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1236879.125000 Penalty: 4583.471191
	Iteration 19Q: 3 clusters Score -1236879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1236887.500000 Penalty: 4583.471191
	Iteration 20F: 3 clusters Score -1236888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1236889.375000 Penalty: 4583.471191
	Iteration 21Q: 3 clusters Score -1236889 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1236896.625000 Penalty: 4583.471191
	Iteration 22Q: 3 clusters Score -1236897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1236903.250000 Penalty: 4583.471191
	Iteration 23Q: 3 clusters Score -1236903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1236908.875000 Penalty: 4583.471191
	Iteration 24Q: 3 clusters Score -1236909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1236911.000000 Penalty: 4583.471191
	Iteration 25Q: 3 clusters Score -1236911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1236915.875000 Penalty: 4583.471191
	Iteration 26Q: 3 clusters Score -1236916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1236920.625000 Penalty: 4583.471191
	Iteration 27Q: 3 clusters Score -1236921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1236920.125000 Penalty: 4583.471191
	Iteration 28Q: 3 clusters Score -1236920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1236925.625000 Penalty: 4583.471191
	Iteration 29Q: 3 clusters Score -1236926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1236928.375000 Penalty: 4583.471191
	Iteration 30Q: 3 clusters Score -1236928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1236929.875000 Penalty: 4583.471191
	Iteration 31Q: 3 clusters Score -1236930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1236928.625000 Penalty: 4583.471191
	Iteration 32Q: 3 clusters Score -1236929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1236929.625000 Penalty: 4583.471191
	Iteration 33Q: 3 clusters Score -1236930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1236932.125000 Penalty: 4583.471191
	Iteration 34Q: 3 clusters Score -1236932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1236934.625000 Penalty: 4583.471191
	Iteration 35Q: 3 clusters Score -1236935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1236934.875000 Penalty: 4583.471191
	Iteration 36Q: 3 clusters Score -1236935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1236936.875000 Penalty: 4583.471191
	Iteration 37Q: 3 clusters Score -1236937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1236936.250000 Penalty: 4583.471191
	Iteration 38Q: 3 clusters Score -1236936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1236935.750000 Penalty: 4583.471191
	Iteration 39Q: 3 clusters Score -1236936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1236937.500000 Penalty: 4583.471191
	Iteration 40F: 3 clusters Score -1236938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1236937.000000 Penalty: 4583.471191
	Iteration 41Q: 3 clusters Score -1236937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1236937.000000 Penalty: 4583.471191
	Iteration 42F: 3 clusters Score -1236937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Entering Unmasked Estep 
Score: -5260499.500000 Penalty: 2648.978760
	Iteration 0F: 2 clusters Score -5260500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -5231125.000000 Penalty: 5297.957520
	Iteration 0F: 3 clusters Score -5231125 nChanged 19867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -5241933.000000 Penalty: 5297.957520
	Iteration 1F: 3 clusters Score -5241933 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -5242514.500000 Penalty: 5297.957520
	Iteration 2Q: 3 clusters Score -5242514 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -5243037.000000 Penalty: 5297.957520
	Iteration 3Q: 3 clusters Score -5243037 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -5243734.500000 Penalty: 5297.957520
	Iteration 4Q: 3 clusters Score -5243734 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -5244555.500000 Penalty: 5297.957520
	Iteration 5Q: 3 clusters Score -5244556 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -5245823.500000 Penalty: 5297.957520
	Iteration 6F: 3 clusters Score -5245824 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -5247628.000000 Penalty: 5297.957520
	Iteration 7F: 3 clusters Score -5247628 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -5250106.500000 Penalty: 5297.957520
	Iteration 8F: 3 clusters Score -5250106 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -5252628.500000 Penalty: 5297.957520
	Iteration 9F: 3 clusters Score -5252628 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -5254695.000000 Penalty: 5297.957520
	Iteration 10F: 3 clusters Score -5254695 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -5256080.500000 Penalty: 5297.957520
	Iteration 11Q: 3 clusters Score -5256080 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -5256877.000000 Penalty: 5297.957520
	Iteration 12Q: 3 clusters Score -5256877 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -5257225.500000 Penalty: 5297.957520
	Iteration 13Q: 3 clusters Score -5257226 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -5257395.000000 Penalty: 5297.957520
	Iteration 14Q: 3 clusters Score -5257395 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -5257501.000000 Penalty: 5297.957520
	Iteration 15Q: 3 clusters Score -5257501 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -5257584.000000 Penalty: 5297.957520
	Iteration 16Q: 3 clusters Score -5257584 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -5257646.500000 Penalty: 5297.957520
	Iteration 17Q: 3 clusters Score -5257646 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -5257686.000000 Penalty: 5297.957520
	Iteration 18Q: 3 clusters Score -5257686 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -5257744.500000 Penalty: 5297.957520
	Iteration 19Q: 3 clusters Score -5257744 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -5257784.500000 Penalty: 5297.957520
	Iteration 20F: 3 clusters Score -5257784 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -5257838.000000 Penalty: 5297.957520
	Iteration 21Q: 3 clusters Score -5257838 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -5257864.000000 Penalty: 5297.957520
	Iteration 22Q: 3 clusters Score -5257864 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -5257904.500000 Penalty: 5297.957520
	Iteration 23Q: 3 clusters Score -5257904 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -5257941.000000 Penalty: 5297.957520
	Iteration 24Q: 3 clusters Score -5257941 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -5257974.500000 Penalty: 5297.957520
	Iteration 25Q: 3 clusters Score -5257974 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -5258012.000000 Penalty: 5297.957520
	Iteration 26Q: 3 clusters Score -5258012 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -5258046.500000 Penalty: 5297.957520
	Iteration 27Q: 3 clusters Score -5258046 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -5258075.000000 Penalty: 5297.957520
	Iteration 28Q: 3 clusters Score -5258075 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -5258106.000000 Penalty: 5297.957520
	Iteration 29Q: 3 clusters Score -5258106 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -5258123.500000 Penalty: 5297.957520
	Iteration 30Q: 3 clusters Score -5258124 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -5258155.000000 Penalty: 5297.957520
	Iteration 31Q: 3 clusters Score -5258155 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -5258186.000000 Penalty: 5297.957520
	Iteration 32Q: 3 clusters Score -5258186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -5258186.000000 Penalty: 5297.957520
	Iteration 33Q: 3 clusters Score -5258186 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -5258195.500000 Penalty: 5297.957520
	Iteration 34Q: 3 clusters Score -5258196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -5258191.000000 Penalty: 5297.957520
	Iteration 35Q: 3 clusters Score -5258191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -5258219.500000 Penalty: 5297.957520
	Iteration 36Q: 3 clusters Score -5258220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -5258221.000000 Penalty: 5297.957520
	Iteration 37Q: 3 clusters Score -5258221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -5258221.500000 Penalty: 5297.957520
	Iteration 38Q: 3 clusters Score -5258222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -5258214.500000 Penalty: 5297.957520
	Iteration 39Q: 3 clusters Score -5258214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -5258226.500000 Penalty: 5297.957520
	Iteration 40F: 3 clusters Score -5258226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -5258234.000000 Penalty: 5297.957520
	Iteration 41Q: 3 clusters Score -5258234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -5258238.500000 Penalty: 5297.957520
	Iteration 42Q: 3 clusters Score -5258238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -5258238.500000 Penalty: 5297.957520
	Iteration 43Q: 3 clusters Score -5258238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -5258239.000000 Penalty: 5297.957520
	Iteration 44Q: 3 clusters Score -5258239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -5258237.000000 Penalty: 5297.957520
	Iteration 45Q: 3 clusters Score -5258237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -5258248.000000 Penalty: 5297.957520
	Iteration 46Q: 3 clusters Score -5258248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -5258243.000000 Penalty: 5297.957520
	Iteration 47Q: 3 clusters Score -5258243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -5258241.000000 Penalty: 5297.957520
	Iteration 48Q: 3 clusters Score -5258241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -5258244.000000 Penalty: 5297.957520
	Iteration 49Q: 3 clusters Score -5258244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -5258245.500000 Penalty: 5297.957520
	Iteration 50Q: 3 clusters Score -5258246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -5258243.500000 Penalty: 5297.957520
	Iteration 51Q: 3 clusters Score -5258244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -5258240.500000 Penalty: 5297.957520
	Iteration 52Q: 3 clusters Score -5258240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -5258238.500000 Penalty: 5297.957520
	Iteration 53Q: 3 clusters Score -5258238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -5258239.500000 Penalty: 5297.957520
	Iteration 54Q: 3 clusters Score -5258240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -5258242.500000 Penalty: 5297.957520
	Iteration 55Q: 3 clusters Score -5258242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -5258248.000000 Penalty: 5297.957520
	Iteration 56Q: 3 clusters Score -5258248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -5258243.500000 Penalty: 5297.957520
	Iteration 57Q: 3 clusters Score -5258244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -5258243.500000 Penalty: 5297.957520
	Iteration 58F: 3 clusters Score -5258244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Entering Unmasked Estep 
Score: -198231.875000 Penalty: 1840.748657
	Iteration 0F: 2 clusters Score -198231.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -195794.890625 Penalty: 3681.497314
	Iteration 0F: 3 clusters Score -195794.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -196174.515625 Penalty: 3681.497314
	Iteration 1F: 3 clusters Score -196174.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -196291.453125 Penalty: 3681.497314
	Iteration 2F: 3 clusters Score -196291.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -196348.625000 Penalty: 3681.497314
	Iteration 3Q: 3 clusters Score -196348.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -196382.109375 Penalty: 3681.497314
	Iteration 4Q: 3 clusters Score -196382.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -196399.812500 Penalty: 3681.497314
	Iteration 5Q: 3 clusters Score -196399.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -196412.515625 Penalty: 3681.497314
	Iteration 6Q: 3 clusters Score -196412.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -196424.031250 Penalty: 3681.497314
	Iteration 7Q: 3 clusters Score -196424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -196427.687500 Penalty: 3681.497314
	Iteration 8Q: 3 clusters Score -196427.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -196431.937500 Penalty: 3681.497314
	Iteration 9Q: 3 clusters Score -196431.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -196437.578125 Penalty: 3681.497314
	Iteration 10Q: 3 clusters Score -196437.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -196441.406250 Penalty: 3681.497314
	Iteration 11Q: 3 clusters Score -196441.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -196447.250000 Penalty: 3681.497314
	Iteration 12Q: 3 clusters Score -196447.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -196449.484375 Penalty: 3681.497314
	Iteration 13Q: 3 clusters Score -196449.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -196453.140625 Penalty: 3681.497314
	Iteration 14Q: 3 clusters Score -196453.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -196456.968750 Penalty: 3681.497314
	Iteration 15Q: 3 clusters Score -196457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -196462.343750 Penalty: 3681.497314
	Iteration 16Q: 3 clusters Score -196462.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -196463.890625 Penalty: 3681.497314
	Iteration 17Q: 3 clusters Score -196463.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -196465.265625 Penalty: 3681.497314
	Iteration 18Q: 3 clusters Score -196465.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -196467.578125 Penalty: 3681.497314
	Iteration 19Q: 3 clusters Score -196467.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -196470.171875 Penalty: 3681.497314
	Iteration 20F: 3 clusters Score -196470.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -196472.656250 Penalty: 3681.497314
	Iteration 21Q: 3 clusters Score -196472.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -196475.500000 Penalty: 3681.497314
	Iteration 22Q: 3 clusters Score -196475.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -196476.781250 Penalty: 3681.497314
	Iteration 23Q: 3 clusters Score -196476.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -196477.890625 Penalty: 3681.497314
	Iteration 24Q: 3 clusters Score -196477.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -196479.156250 Penalty: 3681.497314
	Iteration 25Q: 3 clusters Score -196479.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -196480.500000 Penalty: 3681.497314
	Iteration 26Q: 3 clusters Score -196480.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -196481.546875 Penalty: 3681.497314
	Iteration 27Q: 3 clusters Score -196481.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -196481.750000 Penalty: 3681.497314
	Iteration 28Q: 3 clusters Score -196481.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -196483.468750 Penalty: 3681.497314
	Iteration 29Q: 3 clusters Score -196483.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -196484.437500 Penalty: 3681.497314
	Iteration 30Q: 3 clusters Score -196484.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -196487.093750 Penalty: 3681.497314
	Iteration 31Q: 3 clusters Score -196487.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -196488.093750 Penalty: 3681.497314
	Iteration 32Q: 3 clusters Score -196488.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -196488.093750 Penalty: 3681.497314
	Iteration 33F: 3 clusters Score -196488.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Entering Unmasked Estep 
Score: -591422.437500 Penalty: 2106.239502
	Iteration 0F: 2 clusters Score -591422.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -587016.687500 Penalty: 4212.479004
	Iteration 0F: 3 clusters Score -587016.7 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -588066.062500 Penalty: 4212.479004
	Iteration 1F: 3 clusters Score -588066.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -588379.750000 Penalty: 4212.479004
	Iteration 2F: 3 clusters Score -588379.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -588675.687500 Penalty: 4212.479004
	Iteration 3F: 3 clusters Score -588675.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -588947.812500 Penalty: 4212.479004
	Iteration 4F: 3 clusters Score -588947.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -589206.625000 Penalty: 4212.479004
	Iteration 5F: 3 clusters Score -589206.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -589444.312500 Penalty: 4212.479004
	Iteration 6F: 3 clusters Score -589444.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -589688.062500 Penalty: 4212.479004
	Iteration 7F: 3 clusters Score -589688.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -589907.875000 Penalty: 4212.479004
	Iteration 8F: 3 clusters Score -589907.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -590101.062500 Penalty: 4212.479004
	Iteration 9Q: 3 clusters Score -590101.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -590270.000000 Penalty: 4212.479004
	Iteration 10Q: 3 clusters Score -590270 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -590385.000000 Penalty: 4212.479004
	Iteration 11Q: 3 clusters Score -590385 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -590475.500000 Penalty: 4212.479004
	Iteration 12Q: 3 clusters Score -590475.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -590536.375000 Penalty: 4212.479004
	Iteration 13Q: 3 clusters Score -590536.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -590584.750000 Penalty: 4212.479004
	Iteration 14Q: 3 clusters Score -590584.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -590614.187500 Penalty: 4212.479004
	Iteration 15Q: 3 clusters Score -590614.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -590637.062500 Penalty: 4212.479004
	Iteration 16Q: 3 clusters Score -590637.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -590651.375000 Penalty: 4212.479004
	Iteration 17Q: 3 clusters Score -590651.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -590657.500000 Penalty: 4212.479004
	Iteration 18Q: 3 clusters Score -590657.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -590658.437500 Penalty: 4212.479004
	Iteration 19Q: 3 clusters Score -590658.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -590658.812500 Penalty: 4212.479004
	Iteration 20F: 3 clusters Score -590658.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Entering Unmasked Estep 
Score: -3341336.250000 Penalty: 2534.779785
	Iteration 0F: 2 clusters Score -3341336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3322366.750000 Penalty: 5069.559570
	Iteration 0F: 3 clusters Score -3322367 nChanged 12286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -3328884.750000 Penalty: 5069.559570
	Iteration 1F: 3 clusters Score -3328885 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3329288.250000 Penalty: 5069.559570
	Iteration 2Q: 3 clusters Score -3329288 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -3329629.000000 Penalty: 5069.559570
	Iteration 3Q: 3 clusters Score -3329629 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -3329925.750000 Penalty: 5069.559570
	Iteration 4Q: 3 clusters Score -3329926 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -3330221.500000 Penalty: 5069.559570
	Iteration 5Q: 3 clusters Score -3330222 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -3330514.250000 Penalty: 5069.559570
	Iteration 6Q: 3 clusters Score -3330514 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -3330870.500000 Penalty: 5069.559570
	Iteration 7Q: 3 clusters Score -3330870 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -3331353.250000 Penalty: 5069.559570
	Iteration 8Q: 3 clusters Score -3331353 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -3332031.250000 Penalty: 5069.559570
	Iteration 9Q: 3 clusters Score -3332031 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -3332917.750000 Penalty: 5069.559570
	Iteration 10F: 3 clusters Score -3332918 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -3334175.000000 Penalty: 5069.559570
	Iteration 11F: 3 clusters Score -3334175 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -3335620.750000 Penalty: 5069.559570
	Iteration 12F: 3 clusters Score -3335621 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3336980.500000 Penalty: 5069.559570
	Iteration 13F: 3 clusters Score -3336980 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3337944.250000 Penalty: 5069.559570
	Iteration 14Q: 3 clusters Score -3337944 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3338536.500000 Penalty: 5069.559570
	Iteration 15Q: 3 clusters Score -3338536 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3338777.750000 Penalty: 5069.559570
	Iteration 16Q: 3 clusters Score -3338778 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3338907.250000 Penalty: 5069.559570
	Iteration 17Q: 3 clusters Score -3338907 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3338970.750000 Penalty: 5069.559570
	Iteration 18Q: 3 clusters Score -3338971 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3339018.000000 Penalty: 5069.559570
	Iteration 19Q: 3 clusters Score -3339018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3339046.500000 Penalty: 5069.559570
	Iteration 20F: 3 clusters Score -3339046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3339069.000000 Penalty: 5069.559570
	Iteration 21Q: 3 clusters Score -3339069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3339090.500000 Penalty: 5069.559570
	Iteration 22Q: 3 clusters Score -3339090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3339108.750000 Penalty: 5069.559570
	Iteration 23Q: 3 clusters Score -3339109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3339114.000000 Penalty: 5069.559570
	Iteration 24Q: 3 clusters Score -3339114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3339121.000000 Penalty: 5069.559570
	Iteration 25Q: 3 clusters Score -3339121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3339121.000000 Penalty: 5069.559570
	Iteration 26F: 3 clusters Score -3339121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Entering Unmasked Estep 
Score: -163778.203125 Penalty: 1816.636963
	Iteration 0F: 2 clusters Score -163778.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -161482.937500 Penalty: 3633.273926
	Iteration 0F: 3 clusters Score -161482.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -161885.125000 Penalty: 3633.273926
	Iteration 1F: 3 clusters Score -161885.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -162032.078125 Penalty: 3633.273926
	Iteration 2F: 3 clusters Score -162032.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -162149.609375 Penalty: 3633.273926
	Iteration 3Q: 3 clusters Score -162149.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -162216.093750 Penalty: 3633.273926
	Iteration 4Q: 3 clusters Score -162216.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -162243.671875 Penalty: 3633.273926
	Iteration 5Q: 3 clusters Score -162243.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -162272.218750 Penalty: 3633.273926
	Iteration 6Q: 3 clusters Score -162272.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -162309.078125 Penalty: 3633.273926
	Iteration 7Q: 3 clusters Score -162309.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -162351.625000 Penalty: 3633.273926
	Iteration 8Q: 3 clusters Score -162351.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -162401.437500 Penalty: 3633.273926
	Iteration 9Q: 3 clusters Score -162401.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -162465.421875 Penalty: 3633.273926
	Iteration 10Q: 3 clusters Score -162465.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -162511.265625 Penalty: 3633.273926
	Iteration 11Q: 3 clusters Score -162511.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -162550.093750 Penalty: 3633.273926
	Iteration 12Q: 3 clusters Score -162550.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -162622.562500 Penalty: 3633.273926
	Iteration 13Q: 3 clusters Score -162622.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -162775.812500 Penalty: 3633.273926
	Iteration 14Q: 3 clusters Score -162775.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -162945.531250 Penalty: 3633.273926
	Iteration 15Q: 3 clusters Score -162945.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -163094.328125 Penalty: 3633.273926
	Iteration 16Q: 3 clusters Score -163094.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -163236.953125 Penalty: 3633.273926
	Iteration 17Q: 3 clusters Score -163237 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -163343.187500 Penalty: 3633.273926
	Iteration 18Q: 3 clusters Score -163343.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -163414.687500 Penalty: 3633.273926
	Iteration 19Q: 3 clusters Score -163414.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -163456.515625 Penalty: 3633.273926
	Iteration 20F: 3 clusters Score -163456.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -163489.109375 Penalty: 3633.273926
	Iteration 21Q: 3 clusters Score -163489.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -163519.281250 Penalty: 3633.273926
	Iteration 22Q: 3 clusters Score -163519.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -163550.062500 Penalty: 3633.273926
	Iteration 23Q: 3 clusters Score -163550.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -163596.765625 Penalty: 3633.273926
	Iteration 24Q: 3 clusters Score -163596.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -163679.515625 Penalty: 3633.273926
	Iteration 25Q: 3 clusters Score -163679.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -163769.796875 Penalty: 3633.273926
	Iteration 26Q: 3 clusters Score -163769.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -163812.468750 Penalty: 3633.273926
	Iteration 27Q: 3 clusters Score -163812.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -163851.281250 Penalty: 3633.273926
	Iteration 28Q: 3 clusters Score -163851.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -163860.359375 Penalty: 3633.273926
	Iteration 29Q: 3 clusters Score -163860.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -163861.625000 Penalty: 3633.273926
	Iteration 30Q: 3 clusters Score -163861.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -163861.625000 Penalty: 3633.273926
	Iteration 31F: 3 clusters Score -163861.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 159956 members 
Mstep: Class 3 contains 16254 members 
Mstep: Class 4 contains 10310 members 
Mstep: Class 5 contains 43537 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 27471 members 
Mstep: Class 9 contains 853 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24756 members 
Mstep: Class 13 contains 17859 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70760 members 
Mstep: Class 17 contains 221296 members 
Mstep: Class 18 contains 665 members 
Mstep: Class 19 contains 44351 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4825 members 
Mstep: Class 22 contains 6351 members 
Entering Unmasked Estep 
Score: -80042224.000000 Penalty: 73299.523438
Splitting cluster 9 changes total score from -80043528.000000 to -80042224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -90269.000000 Penalty: 1670.767822
	Iteration 0F: 2 clusters Score -90269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -88437.085938 Penalty: 3341.535645
	Iteration 0F: 3 clusters Score -88437.09 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -88687.312500 Penalty: 3341.535645
	Iteration 1F: 3 clusters Score -88687.31 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -88756.585938 Penalty: 3341.535645
	Iteration 2F: 3 clusters Score -88756.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -88792.242188 Penalty: 3341.535645
	Iteration 3Q: 3 clusters Score -88792.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -88824.601562 Penalty: 3341.535645
	Iteration 4Q: 3 clusters Score -88824.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -88858.718750 Penalty: 3341.535645
	Iteration 5Q: 3 clusters Score -88858.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -88887.273438 Penalty: 3341.535645
	Iteration 6Q: 3 clusters Score -88887.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -88915.992188 Penalty: 3341.535645
	Iteration 7Q: 3 clusters Score -88915.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -88930.609375 Penalty: 3341.535645
	Iteration 8Q: 3 clusters Score -88930.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -88955.242188 Penalty: 3341.535645
	Iteration 9Q: 3 clusters Score -88955.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -88971.812500 Penalty: 3341.535645
	Iteration 10Q: 3 clusters Score -88971.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -89005.242188 Penalty: 3341.535645
	Iteration 11Q: 3 clusters Score -89005.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -89078.656250 Penalty: 3341.535645
	Iteration 12Q: 3 clusters Score -89078.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -89187.296875 Penalty: 3341.535645
	Iteration 13Q: 3 clusters Score -89187.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -89269.460938 Penalty: 3341.535645
	Iteration 14Q: 3 clusters Score -89269.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -89325.773438 Penalty: 3341.535645
	Iteration 15Q: 3 clusters Score -89325.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -89387.960938 Penalty: 3341.535645
	Iteration 16Q: 3 clusters Score -89387.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -89432.960938 Penalty: 3341.535645
	Iteration 17Q: 3 clusters Score -89432.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -89489.726562 Penalty: 3341.535645
	Iteration 18Q: 3 clusters Score -89489.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -89542.742188 Penalty: 3341.535645
	Iteration 19Q: 3 clusters Score -89542.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -89604.148438 Penalty: 3341.535645
	Iteration 20F: 3 clusters Score -89604.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -89707.031250 Penalty: 3341.535645
	Iteration 21Q: 3 clusters Score -89707.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -89750.187500 Penalty: 3341.535645
	Iteration 22Q: 3 clusters Score -89750.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -89761.664062 Penalty: 3341.535645
	Iteration 23Q: 3 clusters Score -89761.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -89766.890625 Penalty: 3341.535645
	Iteration 24Q: 3 clusters Score -89766.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -89768.085938 Penalty: 3341.535645
	Iteration 25Q: 3 clusters Score -89768.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -89772.093750 Penalty: 3341.535645
	Iteration 26Q: 3 clusters Score -89772.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -89773.468750 Penalty: 3341.535645
	Iteration 27F: 3 clusters Score -89773.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -89777.531250 Penalty: 3341.535645
	Iteration 28Q: 3 clusters Score -89777.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -89777.531250 Penalty: 3341.535645
	Iteration 29F: 3 clusters Score -89777.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Entering Unmasked Estep 
Score: -401122.375000 Penalty: 2012.575073
	Iteration 0F: 2 clusters Score -401122.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -397674.906250 Penalty: 4025.150146
	Iteration 0F: 3 clusters Score -397674.9 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -398362.375000 Penalty: 4025.150146
	Iteration 1F: 3 clusters Score -398362.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -398499.656250 Penalty: 4025.150146
	Iteration 2F: 3 clusters Score -398499.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -398584.937500 Penalty: 4025.150146
	Iteration 3Q: 3 clusters Score -398584.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -398639.437500 Penalty: 4025.150146
	Iteration 4Q: 3 clusters Score -398639.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -398682.250000 Penalty: 4025.150146
	Iteration 5Q: 3 clusters Score -398682.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -398713.937500 Penalty: 4025.150146
	Iteration 6Q: 3 clusters Score -398713.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -398744.812500 Penalty: 4025.150146
	Iteration 7Q: 3 clusters Score -398744.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -398771.531250 Penalty: 4025.150146
	Iteration 8Q: 3 clusters Score -398771.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -398791.375000 Penalty: 4025.150146
	Iteration 9Q: 3 clusters Score -398791.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -398809.000000 Penalty: 4025.150146
	Iteration 10Q: 3 clusters Score -398809 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -398826.531250 Penalty: 4025.150146
	Iteration 11Q: 3 clusters Score -398826.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -398839.750000 Penalty: 4025.150146
	Iteration 12Q: 3 clusters Score -398839.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -398851.718750 Penalty: 4025.150146
	Iteration 13Q: 3 clusters Score -398851.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -398865.593750 Penalty: 4025.150146
	Iteration 14Q: 3 clusters Score -398865.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -398878.125000 Penalty: 4025.150146
	Iteration 15Q: 3 clusters Score -398878.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -398891.656250 Penalty: 4025.150146
	Iteration 16Q: 3 clusters Score -398891.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -398905.062500 Penalty: 4025.150146
	Iteration 17Q: 3 clusters Score -398905.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -398915.093750 Penalty: 4025.150146
	Iteration 18Q: 3 clusters Score -398915.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -398923.875000 Penalty: 4025.150146
	Iteration 19Q: 3 clusters Score -398923.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -398932.906250 Penalty: 4025.150146
	Iteration 20F: 3 clusters Score -398932.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -398939.343750 Penalty: 4025.150146
	Iteration 21Q: 3 clusters Score -398939.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -398945.312500 Penalty: 4025.150146
	Iteration 22Q: 3 clusters Score -398945.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -398949.531250 Penalty: 4025.150146
	Iteration 23Q: 3 clusters Score -398949.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -398953.156250 Penalty: 4025.150146
	Iteration 24Q: 3 clusters Score -398953.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -398953.843750 Penalty: 4025.150146
	Iteration 25Q: 3 clusters Score -398953.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -398954.625000 Penalty: 4025.150146
	Iteration 26Q: 3 clusters Score -398954.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -398955.343750 Penalty: 4025.150146
	Iteration 27Q: 3 clusters Score -398955.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -398956.281250 Penalty: 4025.150146
	Iteration 28Q: 3 clusters Score -398956.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -398957.031250 Penalty: 4025.150146
	Iteration 29Q: 3 clusters Score -398957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -398957.500000 Penalty: 4025.150146
	Iteration 30Q: 3 clusters Score -398957.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -398957.500000 Penalty: 4025.150146
	Iteration 31F: 3 clusters Score -398957.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Entering Unmasked Estep 
Score: -2994411.750000 Penalty: 2508.972168
	Iteration 0F: 2 clusters Score -2994412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2977247.000000 Penalty: 5017.944336
	Iteration 0F: 3 clusters Score -2977247 nChanged 11036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2983165.000000 Penalty: 5017.944336
	Iteration 1F: 3 clusters Score -2983165 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2983563.000000 Penalty: 5017.944336
	Iteration 2Q: 3 clusters Score -2983563 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2983871.000000 Penalty: 5017.944336
	Iteration 3Q: 3 clusters Score -2983871 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2984108.000000 Penalty: 5017.944336
	Iteration 4Q: 3 clusters Score -2984108 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2984351.500000 Penalty: 5017.944336
	Iteration 5Q: 3 clusters Score -2984352 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2984595.750000 Penalty: 5017.944336
	Iteration 6Q: 3 clusters Score -2984596 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2984950.750000 Penalty: 5017.944336
	Iteration 7Q: 3 clusters Score -2984951 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2985434.000000 Penalty: 5017.944336
	Iteration 8Q: 3 clusters Score -2985434 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2986126.750000 Penalty: 5017.944336
	Iteration 9Q: 3 clusters Score -2986127 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -2987148.250000 Penalty: 5017.944336
	Iteration 10F: 3 clusters Score -2987148 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2988409.750000 Penalty: 5017.944336
	Iteration 11F: 3 clusters Score -2988410 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -2989803.750000 Penalty: 5017.944336
	Iteration 12F: 3 clusters Score -2989804 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -2990992.000000 Penalty: 5017.944336
	Iteration 13Q: 3 clusters Score -2990992 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -2991673.500000 Penalty: 5017.944336
	Iteration 14Q: 3 clusters Score -2991674 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -2992026.000000 Penalty: 5017.944336
	Iteration 15Q: 3 clusters Score -2992026 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -2992213.500000 Penalty: 5017.944336
	Iteration 16Q: 3 clusters Score -2992214 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -2992295.750000 Penalty: 5017.944336
	Iteration 17Q: 3 clusters Score -2992296 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -2992355.500000 Penalty: 5017.944336
	Iteration 18Q: 3 clusters Score -2992356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -2992400.250000 Penalty: 5017.944336
	Iteration 19Q: 3 clusters Score -2992400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -2992432.750000 Penalty: 5017.944336
	Iteration 20F: 3 clusters Score -2992433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -2992444.750000 Penalty: 5017.944336
	Iteration 21Q: 3 clusters Score -2992445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -2992461.500000 Penalty: 5017.944336
	Iteration 22Q: 3 clusters Score -2992462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -2992474.250000 Penalty: 5017.944336
	Iteration 23Q: 3 clusters Score -2992474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -2992489.000000 Penalty: 5017.944336
	Iteration 24Q: 3 clusters Score -2992489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -2992494.250000 Penalty: 5017.944336
	Iteration 25Q: 3 clusters Score -2992494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -2992504.500000 Penalty: 5017.944336
	Iteration 26Q: 3 clusters Score -2992504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -2992507.000000 Penalty: 5017.944336
	Iteration 27Q: 3 clusters Score -2992507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -2992514.000000 Penalty: 5017.944336
	Iteration 28Q: 3 clusters Score -2992514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -2992515.500000 Penalty: 5017.944336
	Iteration 29Q: 3 clusters Score -2992516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -2992517.500000 Penalty: 5017.944336
	Iteration 30Q: 3 clusters Score -2992518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -2992517.500000 Penalty: 5017.944336
	Iteration 31F: 3 clusters Score -2992518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Entering Unmasked Estep 
Score: -2159857.250000 Penalty: 2427.985352
	Iteration 0F: 2 clusters Score -2159857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2147255.250000 Penalty: 4855.970703
	Iteration 0F: 3 clusters Score -2147255 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2151423.250000 Penalty: 4855.970703
	Iteration 1F: 3 clusters Score -2151423 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2151809.500000 Penalty: 4855.970703
	Iteration 2F: 3 clusters Score -2151810 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2152101.000000 Penalty: 4855.970703
	Iteration 3Q: 3 clusters Score -2152101 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2152387.250000 Penalty: 4855.970703
	Iteration 4Q: 3 clusters Score -2152387 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2152681.750000 Penalty: 4855.970703
	Iteration 5Q: 3 clusters Score -2152682 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2153023.000000 Penalty: 4855.970703
	Iteration 6Q: 3 clusters Score -2153023 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2153471.500000 Penalty: 4855.970703
	Iteration 7Q: 3 clusters Score -2153472 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2154057.750000 Penalty: 4855.970703
	Iteration 8F: 3 clusters Score -2154058 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2154829.250000 Penalty: 4855.970703
	Iteration 9F: 3 clusters Score -2154829 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2155651.000000 Penalty: 4855.970703
	Iteration 10F: 3 clusters Score -2155651 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2156422.500000 Penalty: 4855.970703
	Iteration 11Q: 3 clusters Score -2156422 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2156972.750000 Penalty: 4855.970703
	Iteration 12Q: 3 clusters Score -2156973 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2157281.250000 Penalty: 4855.970703
	Iteration 13Q: 3 clusters Score -2157281 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2157472.500000 Penalty: 4855.970703
	Iteration 14Q: 3 clusters Score -2157472 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2157593.500000 Penalty: 4855.970703
	Iteration 15Q: 3 clusters Score -2157594 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2157661.000000 Penalty: 4855.970703
	Iteration 16Q: 3 clusters Score -2157661 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2157696.000000 Penalty: 4855.970703
	Iteration 17Q: 3 clusters Score -2157696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2157722.500000 Penalty: 4855.970703
	Iteration 18Q: 3 clusters Score -2157722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2157744.250000 Penalty: 4855.970703
	Iteration 19Q: 3 clusters Score -2157744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2157771.000000 Penalty: 4855.970703
	Iteration 20F: 3 clusters Score -2157771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2157786.250000 Penalty: 4855.970703
	Iteration 21Q: 3 clusters Score -2157786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2157800.250000 Penalty: 4855.970703
	Iteration 22Q: 3 clusters Score -2157800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2157815.000000 Penalty: 4855.970703
	Iteration 23Q: 3 clusters Score -2157815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2157823.750000 Penalty: 4855.970703
	Iteration 24Q: 3 clusters Score -2157824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2157834.250000 Penalty: 4855.970703
	Iteration 25Q: 3 clusters Score -2157834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2157843.000000 Penalty: 4855.970703
	Iteration 26Q: 3 clusters Score -2157843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2157850.500000 Penalty: 4855.970703
	Iteration 27Q: 3 clusters Score -2157850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2157852.500000 Penalty: 4855.970703
	Iteration 28Q: 3 clusters Score -2157852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2157859.500000 Penalty: 4855.970703
	Iteration 29Q: 3 clusters Score -2157860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2157857.500000 Penalty: 4855.970703
	Iteration 30Q: 3 clusters Score -2157858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2157859.750000 Penalty: 4855.970703
	Iteration 31Q: 3 clusters Score -2157860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2157860.500000 Penalty: 4855.970703
	Iteration 32Q: 3 clusters Score -2157860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2157861.000000 Penalty: 4855.970703
	Iteration 33Q: 3 clusters Score -2157861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2157861.000000 Penalty: 4855.970703
	Iteration 34F: 3 clusters Score -2157861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -31524.550781 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -31524.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30246.179688 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -30246.18 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30470.976562 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -30470.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30579.027344 Penalty: 2868.777344
	Iteration 2F: 3 clusters Score -30579.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30632.662109 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -30632.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30669.072266 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -30669.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -30693.937500 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -30693.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30711.449219 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -30711.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30716.546875 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -30716.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30720.349609 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -30720.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30720.349609 Penalty: 2868.777344
	Iteration 9F: 3 clusters Score -30720.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Entering Unmasked Estep 
Score: -260140.640625 Penalty: 1918.604126
	Iteration 0F: 2 clusters Score -260140.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -257294.718750 Penalty: 3837.208252
	Iteration 0F: 3 clusters Score -257294.7 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -257779.281250 Penalty: 3837.208252
	Iteration 1F: 3 clusters Score -257779.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -257918.765625 Penalty: 3837.208252
	Iteration 2F: 3 clusters Score -257918.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -258020.062500 Penalty: 3837.208252
	Iteration 3Q: 3 clusters Score -258020.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -258137.109375 Penalty: 3837.208252
	Iteration 4Q: 3 clusters Score -258137.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -258304.484375 Penalty: 3837.208252
	Iteration 5Q: 3 clusters Score -258304.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -258481.968750 Penalty: 3837.208252
	Iteration 6Q: 3 clusters Score -258482 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -258707.953125 Penalty: 3837.208252
	Iteration 7Q: 3 clusters Score -258708 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -258958.687500 Penalty: 3837.208252
	Iteration 8F: 3 clusters Score -258958.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -259149.343750 Penalty: 3837.208252
	Iteration 9F: 3 clusters Score -259149.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -259271.125000 Penalty: 3837.208252
	Iteration 10Q: 3 clusters Score -259271.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -259350.750000 Penalty: 3837.208252
	Iteration 11Q: 3 clusters Score -259350.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -259409.296875 Penalty: 3837.208252
	Iteration 12Q: 3 clusters Score -259409.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -259459.687500 Penalty: 3837.208252
	Iteration 13Q: 3 clusters Score -259459.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -259493.109375 Penalty: 3837.208252
	Iteration 14Q: 3 clusters Score -259493.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -259524.500000 Penalty: 3837.208252
	Iteration 15Q: 3 clusters Score -259524.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -259560.500000 Penalty: 3837.208252
	Iteration 16Q: 3 clusters Score -259560.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -259613.906250 Penalty: 3837.208252
	Iteration 17Q: 3 clusters Score -259613.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -259676.093750 Penalty: 3837.208252
	Iteration 18Q: 3 clusters Score -259676.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -259744.109375 Penalty: 3837.208252
	Iteration 19Q: 3 clusters Score -259744.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -259772.078125 Penalty: 3837.208252
	Iteration 20F: 3 clusters Score -259772.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -259790.937500 Penalty: 3837.208252
	Iteration 21Q: 3 clusters Score -259790.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -259799.703125 Penalty: 3837.208252
	Iteration 22Q: 3 clusters Score -259799.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -259802.875000 Penalty: 3837.208252
	Iteration 23Q: 3 clusters Score -259802.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -259804.109375 Penalty: 3837.208252
	Iteration 24Q: 3 clusters Score -259804.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -259804.109375 Penalty: 3837.208252
	Iteration 25F: 3 clusters Score -259804.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (70760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70760 members 
Entering Unmasked Estep 
Score: -8504991.000000 Penalty: 2769.428223
	Iteration 0F: 2 clusters Score -8504991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -8457707.000000 Penalty: 5538.856445
	Iteration 0F: 3 clusters Score -8457707 nChanged 33080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -8476270.000000 Penalty: 5538.856445
	Iteration 1F: 3 clusters Score -8476270 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -8477212.000000 Penalty: 5538.856445
	Iteration 2Q: 3 clusters Score -8477212 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -8478410.000000 Penalty: 5538.856445
	Iteration 3Q: 3 clusters Score -8478410 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -8479782.000000 Penalty: 5538.856445
	Iteration 4Q: 3 clusters Score -8479782 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -8481138.000000 Penalty: 5538.856445
	Iteration 5Q: 3 clusters Score -8481138 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -8482753.000000 Penalty: 5538.856445
	Iteration 6F: 3 clusters Score -8482753 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -8484590.000000 Penalty: 5538.856445
	Iteration 7F: 3 clusters Score -8484590 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -8486850.000000 Penalty: 5538.856445
	Iteration 8F: 3 clusters Score -8486850 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -8489763.000000 Penalty: 5538.856445
	Iteration 9F: 3 clusters Score -8489763 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -8493187.000000 Penalty: 5538.856445
	Iteration 10F: 3 clusters Score -8493187 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50462 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -8496378.000000 Penalty: 5538.856445
	Iteration 11F: 3 clusters Score -8496378 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -8498161.000000 Penalty: 5538.856445
	Iteration 12Q: 3 clusters Score -8498161 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -8499236.000000 Penalty: 5538.856445
	Iteration 13Q: 3 clusters Score -8499236 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55948 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -8500063.000000 Penalty: 5538.856445
	Iteration 14Q: 3 clusters Score -8500063 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57347 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -8500828.000000 Penalty: 5538.856445
	Iteration 15Q: 3 clusters Score -8500828 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -8501481.000000 Penalty: 5538.856445
	Iteration 16Q: 3 clusters Score -8501481 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -8502149.000000 Penalty: 5538.856445
	Iteration 17Q: 3 clusters Score -8502149 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60553 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -8502747.000000 Penalty: 5538.856445
	Iteration 18Q: 3 clusters Score -8502747 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61323 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -8503211.000000 Penalty: 5538.856445
	Iteration 19Q: 3 clusters Score -8503211 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61959 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -8503571.000000 Penalty: 5538.856445
	Iteration 20F: 3 clusters Score -8503571 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62500 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -8503803.000000 Penalty: 5538.856445
	Iteration 21Q: 3 clusters Score -8503803 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62931 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -8503923.000000 Penalty: 5538.856445
	Iteration 22Q: 3 clusters Score -8503923 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63303 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -8504047.000000 Penalty: 5538.856445
	Iteration 23Q: 3 clusters Score -8504047 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63626 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -8504130.000000 Penalty: 5538.856445
	Iteration 24Q: 3 clusters Score -8504130 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63892 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -8504204.000000 Penalty: 5538.856445
	Iteration 25Q: 3 clusters Score -8504204 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64088 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -8504270.000000 Penalty: 5538.856445
	Iteration 26Q: 3 clusters Score -8504270 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64270 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -8504309.000000 Penalty: 5538.856445
	Iteration 27Q: 3 clusters Score -8504309 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64451 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -8504314.000000 Penalty: 5538.856445
	Iteration 28Q: 3 clusters Score -8504314 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64599 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -8504343.000000 Penalty: 5538.856445
	Iteration 29Q: 3 clusters Score -8504343 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64749 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -8504341.000000 Penalty: 5538.856445
	Iteration 30Q: 3 clusters Score -8504341 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64874 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -8504340.000000 Penalty: 5538.856445
	Iteration 31Q: 3 clusters Score -8504340 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64973 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -8504347.000000 Penalty: 5538.856445
	Iteration 32Q: 3 clusters Score -8504347 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65062 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -8504378.000000 Penalty: 5538.856445
	Iteration 33Q: 3 clusters Score -8504378 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65138 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -8504378.000000 Penalty: 5538.856445
	Iteration 34Q: 3 clusters Score -8504378 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65204 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -8504393.000000 Penalty: 5538.856445
	Iteration 35Q: 3 clusters Score -8504393 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65251 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -8504379.000000 Penalty: 5538.856445
	Iteration 36Q: 3 clusters Score -8504379 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65294 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -8504377.000000 Penalty: 5538.856445
	Iteration 37Q: 3 clusters Score -8504377 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65331 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -8504386.000000 Penalty: 5538.856445
	Iteration 38Q: 3 clusters Score -8504386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65360 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -8504375.000000 Penalty: 5538.856445
	Iteration 39Q: 3 clusters Score -8504375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65388 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -8504397.000000 Penalty: 5538.856445
	Iteration 40F: 3 clusters Score -8504397 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65410 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -8504388.000000 Penalty: 5538.856445
	Iteration 41Q: 3 clusters Score -8504388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65428 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -8504387.000000 Penalty: 5538.856445
	Iteration 42Q: 3 clusters Score -8504387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65445 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -8504391.000000 Penalty: 5538.856445
	Iteration 43Q: 3 clusters Score -8504391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65455 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -8504393.000000 Penalty: 5538.856445
	Iteration 44Q: 3 clusters Score -8504393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65462 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -8504393.000000 Penalty: 5538.856445
	Iteration 45Q: 3 clusters Score -8504393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65468 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -8504402.000000 Penalty: 5538.856445
	Iteration 46Q: 3 clusters Score -8504402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65473 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -8504399.000000 Penalty: 5538.856445
	Iteration 47Q: 3 clusters Score -8504399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65476 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -8504406.000000 Penalty: 5538.856445
	Iteration 48Q: 3 clusters Score -8504406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65480 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -8504391.000000 Penalty: 5538.856445
	Iteration 49Q: 3 clusters Score -8504391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65482 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -8504389.000000 Penalty: 5538.856445
	Iteration 50Q: 3 clusters Score -8504389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65484 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -8504387.000000 Penalty: 5538.856445
	Iteration 51Q: 3 clusters Score -8504387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65489 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -8504387.000000 Penalty: 5538.856445
	Iteration 52Q: 3 clusters Score -8504387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -8504388.000000 Penalty: 5538.856445
	Iteration 53Q: 3 clusters Score -8504388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65494 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -8504396.000000 Penalty: 5538.856445
	Iteration 54Q: 3 clusters Score -8504396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65497 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -8504397.000000 Penalty: 5538.856445
	Iteration 55Q: 3 clusters Score -8504397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65501 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -8504408.000000 Penalty: 5538.856445
	Iteration 56Q: 3 clusters Score -8504408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -8504415.000000 Penalty: 5538.856445
	Iteration 57Q: 3 clusters Score -8504415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65512 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -8504410.000000 Penalty: 5538.856445
	Iteration 58Q: 3 clusters Score -8504410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -8504407.000000 Penalty: 5538.856445
	Iteration 59Q: 3 clusters Score -8504407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65529 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -8504413.000000 Penalty: 5538.856445
	Iteration 60F: 3 clusters Score -8504413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -8504407.000000 Penalty: 5538.856445
	Iteration 61Q: 3 clusters Score -8504407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65538 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -8504409.000000 Penalty: 5538.856445
	Iteration 62Q: 3 clusters Score -8504409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65546 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -8504398.000000 Penalty: 5538.856445
	Iteration 63Q: 3 clusters Score -8504398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65554 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -8504398.000000 Penalty: 5538.856445
	Iteration 64Q: 3 clusters Score -8504398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65560 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -8504403.000000 Penalty: 5538.856445
	Iteration 65Q: 3 clusters Score -8504403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65565 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -8504403.000000 Penalty: 5538.856445
	Iteration 66Q: 3 clusters Score -8504403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65565 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -8504403.000000 Penalty: 5538.856445
	Iteration 67F: 3 clusters Score -8504403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (221296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221296 members 
Entering Unmasked Estep 
Score: -26358874.000000 Penalty: 3052.199707
	Iteration 0F: 2 clusters Score -2.635887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110762 members 
Mstep: Class 2 contains 110534 members 
Entering Unmasked Estep 
Score: -26221586.000000 Penalty: 6104.399414
	Iteration 0F: 3 clusters Score -2.622159e+07 nChanged 106642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115434 members 
Mstep: Class 2 contains 105862 members 
Entering Unmasked Estep 
Score: -26284118.000000 Penalty: 6104.399414
	Iteration 1F: 3 clusters Score -2.628412e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118433 members 
Mstep: Class 2 contains 102863 members 
Entering Unmasked Estep 
Score: -26285600.000000 Penalty: 6104.399414
	Iteration 2Q: 3 clusters Score -2.62856e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122855 members 
Mstep: Class 2 contains 98441 members 
Entering Unmasked Estep 
Score: -26287156.000000 Penalty: 6104.399414
	Iteration 3Q: 3 clusters Score -2.628716e+07 nChanged 9802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129431 members 
Mstep: Class 2 contains 91865 members 
Entering Unmasked Estep 
Score: -26290064.000000 Penalty: 6104.399414
	Iteration 4Q: 3 clusters Score -2.629006e+07 nChanged 12319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138306 members 
Mstep: Class 2 contains 82990 members 
Entering Unmasked Estep 
Score: -26295242.000000 Penalty: 6104.399414
	Iteration 5F: 3 clusters Score -2.629524e+07 nChanged 14919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149487 members 
Mstep: Class 2 contains 71809 members 
Entering Unmasked Estep 
Score: -26303886.000000 Penalty: 6104.399414
	Iteration 6F: 3 clusters Score -2.630389e+07 nChanged 16623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161790 members 
Mstep: Class 2 contains 59506 members 
Entering Unmasked Estep 
Score: -26315846.000000 Penalty: 6104.399414
	Iteration 7F: 3 clusters Score -2.631585e+07 nChanged 15790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172204 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -26329026.000000 Penalty: 6104.399414
	Iteration 8F: 3 clusters Score -2.632903e+07 nChanged 12470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177924 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -26339158.000000 Penalty: 6104.399414
	Iteration 9F: 3 clusters Score -2.633916e+07 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179531 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -26344062.000000 Penalty: 6104.399414
	Iteration 10Q: 3 clusters Score -2.634406e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179703 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -26345454.000000 Penalty: 6104.399414
	Iteration 11Q: 3 clusters Score -2.634545e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179513 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -26346054.000000 Penalty: 6104.399414
	Iteration 12Q: 3 clusters Score -2.634605e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179184 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -26346440.000000 Penalty: 6104.399414
	Iteration 13Q: 3 clusters Score -2.634644e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178658 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -26347172.000000 Penalty: 6104.399414
	Iteration 14Q: 3 clusters Score -2.634717e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177979 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -26347768.000000 Penalty: 6104.399414
	Iteration 15Q: 3 clusters Score -2.634777e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177111 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -26348330.000000 Penalty: 6104.399414
	Iteration 16Q: 3 clusters Score -2.634833e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176145 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -26348710.000000 Penalty: 6104.399414
	Iteration 17Q: 3 clusters Score -2.634871e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175123 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -26349044.000000 Penalty: 6104.399414
	Iteration 18Q: 3 clusters Score -2.634904e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174097 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
Score: -26349290.000000 Penalty: 6104.399414
	Iteration 19Q: 3 clusters Score -2.634929e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173038 members 
Mstep: Class 2 contains 48258 members 
Entering Unmasked Estep 
Score: -26349466.000000 Penalty: 6104.399414
	Iteration 20F: 3 clusters Score -2.634947e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171950 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -26349516.000000 Penalty: 6104.399414
	Iteration 21Q: 3 clusters Score -2.634952e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170735 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -26349570.000000 Penalty: 6104.399414
	Iteration 22Q: 3 clusters Score -2.634957e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169377 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -26349608.000000 Penalty: 6104.399414
	Iteration 23Q: 3 clusters Score -2.634961e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167949 members 
Mstep: Class 2 contains 53347 members 
Entering Unmasked Estep 
Score: -26349566.000000 Penalty: 6104.399414
	Iteration 24Q: 3 clusters Score -2.634957e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166454 members 
Mstep: Class 2 contains 54842 members 
Entering Unmasked Estep 
Score: -26349438.000000 Penalty: 6104.399414
	Iteration 25Q: 3 clusters Score -2.634944e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164933 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -26349560.000000 Penalty: 6104.399414
	Iteration 26Q: 3 clusters Score -2.634956e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163423 members 
Mstep: Class 2 contains 57873 members 
Entering Unmasked Estep 
Score: -26349516.000000 Penalty: 6104.399414
	Iteration 27Q: 3 clusters Score -2.634952e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161915 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
Score: -26349342.000000 Penalty: 6104.399414
	Iteration 28Q: 3 clusters Score -2.634934e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160368 members 
Mstep: Class 2 contains 60928 members 
Entering Unmasked Estep 
Score: -26349232.000000 Penalty: 6104.399414
	Iteration 29Q: 3 clusters Score -2.634923e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158785 members 
Mstep: Class 2 contains 62511 members 
Entering Unmasked Estep 
Score: -26349030.000000 Penalty: 6104.399414
	Iteration 30Q: 3 clusters Score -2.634903e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157067 members 
Mstep: Class 2 contains 64229 members 
Entering Unmasked Estep 
Score: -26348986.000000 Penalty: 6104.399414
	Iteration 31Q: 3 clusters Score -2.634899e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155381 members 
Mstep: Class 2 contains 65915 members 
Entering Unmasked Estep 
Score: -26349034.000000 Penalty: 6104.399414
	Iteration 32Q: 3 clusters Score -2.634903e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153693 members 
Mstep: Class 2 contains 67603 members 
Entering Unmasked Estep 
Score: -26348942.000000 Penalty: 6104.399414
	Iteration 33Q: 3 clusters Score -2.634894e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152026 members 
Mstep: Class 2 contains 69270 members 
Entering Unmasked Estep 
Score: -26348868.000000 Penalty: 6104.399414
	Iteration 34Q: 3 clusters Score -2.634887e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150316 members 
Mstep: Class 2 contains 70980 members 
Entering Unmasked Estep 
Score: -26348908.000000 Penalty: 6104.399414
	Iteration 35Q: 3 clusters Score -2.634891e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148695 members 
Mstep: Class 2 contains 72601 members 
Entering Unmasked Estep 
Score: -26348882.000000 Penalty: 6104.399414
	Iteration 36Q: 3 clusters Score -2.634888e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146996 members 
Mstep: Class 2 contains 74300 members 
Entering Unmasked Estep 
Score: -26348700.000000 Penalty: 6104.399414
	Iteration 37Q: 3 clusters Score -2.63487e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145238 members 
Mstep: Class 2 contains 76058 members 
Entering Unmasked Estep 
Score: -26348744.000000 Penalty: 6104.399414
	Iteration 38Q: 3 clusters Score -2.634874e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143390 members 
Mstep: Class 2 contains 77906 members 
Entering Unmasked Estep 
Score: -26348560.000000 Penalty: 6104.399414
	Iteration 39Q: 3 clusters Score -2.634856e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141449 members 
Mstep: Class 2 contains 79847 members 
Entering Unmasked Estep 
Score: -26348592.000000 Penalty: 6104.399414
	Iteration 40F: 3 clusters Score -2.634859e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139436 members 
Mstep: Class 2 contains 81860 members 
Entering Unmasked Estep 
Score: -26348354.000000 Penalty: 6104.399414
	Iteration 41Q: 3 clusters Score -2.634835e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137406 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -26348296.000000 Penalty: 6104.399414
	Iteration 42Q: 3 clusters Score -2.63483e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135342 members 
Mstep: Class 2 contains 85954 members 
Entering Unmasked Estep 
Score: -26348078.000000 Penalty: 6104.399414
	Iteration 43Q: 3 clusters Score -2.634808e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133209 members 
Mstep: Class 2 contains 88087 members 
Entering Unmasked Estep 
Score: -26347876.000000 Penalty: 6104.399414
	Iteration 44Q: 3 clusters Score -2.634788e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130966 members 
Mstep: Class 2 contains 90330 members 
Entering Unmasked Estep 
Score: -26347834.000000 Penalty: 6104.399414
	Iteration 45Q: 3 clusters Score -2.634783e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128715 members 
Mstep: Class 2 contains 92581 members 
Entering Unmasked Estep 
Score: -26347812.000000 Penalty: 6104.399414
	Iteration 46Q: 3 clusters Score -2.634781e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126402 members 
Mstep: Class 2 contains 94894 members 
Entering Unmasked Estep 
Score: -26347738.000000 Penalty: 6104.399414
	Iteration 47Q: 3 clusters Score -2.634774e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124080 members 
Mstep: Class 2 contains 97216 members 
Entering Unmasked Estep 
Score: -26347890.000000 Penalty: 6104.399414
	Iteration 48Q: 3 clusters Score -2.634789e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121520 members 
Mstep: Class 2 contains 99776 members 
Entering Unmasked Estep 
Score: -26347786.000000 Penalty: 6104.399414
	Iteration 49Q: 3 clusters Score -2.634779e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118835 members 
Mstep: Class 2 contains 102461 members 
Entering Unmasked Estep 
Score: -26347576.000000 Penalty: 6104.399414
	Iteration 50Q: 3 clusters Score -2.634758e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116085 members 
Mstep: Class 2 contains 105211 members 
Entering Unmasked Estep 
Score: -26347558.000000 Penalty: 6104.399414
	Iteration 51Q: 3 clusters Score -2.634756e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113476 members 
Mstep: Class 2 contains 107820 members 
Entering Unmasked Estep 
Score: -26347532.000000 Penalty: 6104.399414
	Iteration 52Q: 3 clusters Score -2.634753e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110863 members 
Mstep: Class 2 contains 110433 members 
Entering Unmasked Estep 
Score: -26347388.000000 Penalty: 6104.399414
	Iteration 53Q: 3 clusters Score -2.634739e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108399 members 
Mstep: Class 2 contains 112897 members 
Entering Unmasked Estep 
Score: -26347316.000000 Penalty: 6104.399414
	Iteration 54Q: 3 clusters Score -2.634732e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106061 members 
Mstep: Class 2 contains 115235 members 
Entering Unmasked Estep 
Score: -26347266.000000 Penalty: 6104.399414
	Iteration 55Q: 3 clusters Score -2.634727e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103749 members 
Mstep: Class 2 contains 117547 members 
Entering Unmasked Estep 
Score: -26347148.000000 Penalty: 6104.399414
	Iteration 56Q: 3 clusters Score -2.634715e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101442 members 
Mstep: Class 2 contains 119854 members 
Entering Unmasked Estep 
Score: -26346856.000000 Penalty: 6104.399414
	Iteration 57Q: 3 clusters Score -2.634686e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99317 members 
Mstep: Class 2 contains 121979 members 
Entering Unmasked Estep 
Score: -26346356.000000 Penalty: 6104.399414
	Iteration 58Q: 3 clusters Score -2.634636e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97142 members 
Mstep: Class 2 contains 124154 members 
Entering Unmasked Estep 
Score: -26346046.000000 Penalty: 6104.399414
	Iteration 59Q: 3 clusters Score -2.634605e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95189 members 
Mstep: Class 2 contains 126107 members 
Entering Unmasked Estep 
Score: -26345722.000000 Penalty: 6104.399414
	Iteration 60F: 3 clusters Score -2.634572e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93427 members 
Mstep: Class 2 contains 127869 members 
Entering Unmasked Estep 
Score: -26345420.000000 Penalty: 6104.399414
	Iteration 61Q: 3 clusters Score -2.634542e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91645 members 
Mstep: Class 2 contains 129651 members 
Entering Unmasked Estep 
Score: -26345218.000000 Penalty: 6104.399414
	Iteration 62Q: 3 clusters Score -2.634522e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89891 members 
Mstep: Class 2 contains 131405 members 
Entering Unmasked Estep 
Score: -26344846.000000 Penalty: 6104.399414
	Iteration 63Q: 3 clusters Score -2.634485e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88098 members 
Mstep: Class 2 contains 133198 members 
Entering Unmasked Estep 
Score: -26344728.000000 Penalty: 6104.399414
	Iteration 64Q: 3 clusters Score -2.634473e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86255 members 
Mstep: Class 2 contains 135041 members 
Entering Unmasked Estep 
Score: -26344388.000000 Penalty: 6104.399414
	Iteration 65Q: 3 clusters Score -2.634439e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84435 members 
Mstep: Class 2 contains 136861 members 
Entering Unmasked Estep 
Score: -26344218.000000 Penalty: 6104.399414
	Iteration 66Q: 3 clusters Score -2.634422e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82583 members 
Mstep: Class 2 contains 138713 members 
Entering Unmasked Estep 
Score: -26344078.000000 Penalty: 6104.399414
	Iteration 67Q: 3 clusters Score -2.634408e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80534 members 
Mstep: Class 2 contains 140762 members 
Entering Unmasked Estep 
Score: -26343950.000000 Penalty: 6104.399414
	Iteration 68Q: 3 clusters Score -2.634395e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78291 members 
Mstep: Class 2 contains 143005 members 
Entering Unmasked Estep 
Score: -26343642.000000 Penalty: 6104.399414
	Iteration 69Q: 3 clusters Score -2.634364e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75929 members 
Mstep: Class 2 contains 145367 members 
Entering Unmasked Estep 
Score: -26343384.000000 Penalty: 6104.399414
	Iteration 70Q: 3 clusters Score -2.634338e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73457 members 
Mstep: Class 2 contains 147839 members 
Entering Unmasked Estep 
Score: -26343120.000000 Penalty: 6104.399414
	Iteration 71Q: 3 clusters Score -2.634312e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71007 members 
Mstep: Class 2 contains 150289 members 
Entering Unmasked Estep 
Score: -26343122.000000 Penalty: 6104.399414
	Iteration 72Q: 3 clusters Score -2.634312e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68499 members 
Mstep: Class 2 contains 152797 members 
Entering Unmasked Estep 
Score: -26343008.000000 Penalty: 6104.399414
	Iteration 73Q: 3 clusters Score -2.634301e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65963 members 
Mstep: Class 2 contains 155333 members 
Entering Unmasked Estep 
Score: -26343096.000000 Penalty: 6104.399414
	Iteration 74Q: 3 clusters Score -2.63431e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 157894 members 
Entering Unmasked Estep 
Score: -26342920.000000 Penalty: 6104.399414
	Iteration 75Q: 3 clusters Score -2.634292e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60876 members 
Mstep: Class 2 contains 160420 members 
Entering Unmasked Estep 
Score: -26342834.000000 Penalty: 6104.399414
	Iteration 76Q: 3 clusters Score -2.634283e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 162878 members 
Entering Unmasked Estep 
Score: -26342908.000000 Penalty: 6104.399414
	Iteration 77Q: 3 clusters Score -2.634291e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55985 members 
Mstep: Class 2 contains 165311 members 
Entering Unmasked Estep 
Score: -26342898.000000 Penalty: 6104.399414
	Iteration 78Q: 3 clusters Score -2.63429e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 167729 members 
Entering Unmasked Estep 
Score: -26343158.000000 Penalty: 6104.399414
	Iteration 79Q: 3 clusters Score -2.634316e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 170200 members 
Entering Unmasked Estep 
Score: -26343330.000000 Penalty: 6104.399414
	Iteration 80F: 3 clusters Score -2.634333e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 172684 members 
Entering Unmasked Estep 
Score: -26343486.000000 Penalty: 6104.399414
	Iteration 81Q: 3 clusters Score -2.634349e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 175229 members 
Entering Unmasked Estep 
Score: -26343746.000000 Penalty: 6104.399414
	Iteration 82Q: 3 clusters Score -2.634375e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 177840 members 
Entering Unmasked Estep 
Score: -26344098.000000 Penalty: 6104.399414
	Iteration 83Q: 3 clusters Score -2.63441e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 180544 members 
Entering Unmasked Estep 
Score: -26344464.000000 Penalty: 6104.399414
	Iteration 84Q: 3 clusters Score -2.634446e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 183270 members 
Entering Unmasked Estep 
Score: -26344900.000000 Penalty: 6104.399414
	Iteration 85Q: 3 clusters Score -2.63449e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 186118 members 
Entering Unmasked Estep 
Score: -26345432.000000 Penalty: 6104.399414
	Iteration 86Q: 3 clusters Score -2.634543e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 188939 members 
Entering Unmasked Estep 
Score: -26346094.000000 Penalty: 6104.399414
	Iteration 87Q: 3 clusters Score -2.634609e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 191729 members 
Entering Unmasked Estep 
Score: -26347872.000000 Penalty: 6104.399414
	Iteration 88Q: 3 clusters Score -2.634787e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 194375 members 
Entering Unmasked Estep 
Score: -26349518.000000 Penalty: 6104.399414
	Iteration 89Q: 3 clusters Score -2.634952e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 196996 members 
Entering Unmasked Estep 
Score: -26351022.000000 Penalty: 6104.399414
	Iteration 90Q: 3 clusters Score -2.635102e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 199575 members 
Entering Unmasked Estep 
Score: -26352422.000000 Penalty: 6104.399414
	Iteration 91Q: 3 clusters Score -2.635242e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 202072 members 
Entering Unmasked Estep 
Score: -26353582.000000 Penalty: 6104.399414
	Iteration 92Q: 3 clusters Score -2.635358e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 204452 members 
Entering Unmasked Estep 
Score: -26354582.000000 Penalty: 6104.399414
	Iteration 93Q: 3 clusters Score -2.635458e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 206676 members 
Entering Unmasked Estep 
Score: -26355528.000000 Penalty: 6104.399414
	Iteration 94Q: 3 clusters Score -2.635553e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 208769 members 
Entering Unmasked Estep 
Score: -26356382.000000 Penalty: 6104.399414
	Iteration 95Q: 3 clusters Score -2.635638e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 210629 members 
Entering Unmasked Estep 
Score: -26356918.000000 Penalty: 6104.399414
	Iteration 96Q: 3 clusters Score -2.635692e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 212258 members 
Entering Unmasked Estep 
Score: -26357184.000000 Penalty: 6104.399414
	Iteration 97Q: 3 clusters Score -2.635718e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 213698 members 
Entering Unmasked Estep 
Score: -26357232.000000 Penalty: 6104.399414
	Iteration 98Q: 3 clusters Score -2.635723e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 214926 members 
Entering Unmasked Estep 
Score: -26357416.000000 Penalty: 6104.399414
	Iteration 99Q: 3 clusters Score -2.635742e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 215967 members 
Entering Unmasked Estep 
Score: -26357382.000000 Penalty: 6104.399414
	Iteration 100F: 3 clusters Score -2.635738e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 216871 members 
Entering Unmasked Estep 
Score: -26357286.000000 Penalty: 6104.399414
	Iteration 101Q: 3 clusters Score -2.635729e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 217614 members 
Entering Unmasked Estep 
Score: -26357280.000000 Penalty: 6104.399414
	Iteration 102Q: 3 clusters Score -2.635728e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 218207 members 
Entering Unmasked Estep 
Score: -26357252.000000 Penalty: 6104.399414
	Iteration 103Q: 3 clusters Score -2.635725e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 218666 members 
Entering Unmasked Estep 
Score: -26357208.000000 Penalty: 6104.399414
	Iteration 104Q: 3 clusters Score -2.635721e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 219037 members 
Entering Unmasked Estep 
Score: -26357154.000000 Penalty: 6104.399414
	Iteration 105Q: 3 clusters Score -2.635715e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 219325 members 
Entering Unmasked Estep 
Score: -26357108.000000 Penalty: 6104.399414
	Iteration 106Q: 3 clusters Score -2.635711e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 219541 members 
Entering Unmasked Estep 
Score: -26357094.000000 Penalty: 6104.399414
	Iteration 107Q: 3 clusters Score -2.635709e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 219712 members 
Entering Unmasked Estep 
Score: -26357080.000000 Penalty: 6104.399414
	Iteration 108Q: 3 clusters Score -2.635708e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 219831 members 
Entering Unmasked Estep 
Score: -26357068.000000 Penalty: 6104.399414
	Iteration 109Q: 3 clusters Score -2.635707e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 219921 members 
Entering Unmasked Estep 
Score: -26357074.000000 Penalty: 6104.399414
	Iteration 110Q: 3 clusters Score -2.635707e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 219989 members 
Entering Unmasked Estep 
Score: -26357056.000000 Penalty: 6104.399414
	Iteration 111Q: 3 clusters Score -2.635706e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 220048 members 
Entering Unmasked Estep 
Score: -26357024.000000 Penalty: 6104.399414
	Iteration 112Q: 3 clusters Score -2.635702e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 220104 members 
Entering Unmasked Estep 
Score: -26357020.000000 Penalty: 6104.399414
	Iteration 113Q: 3 clusters Score -2.635702e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 220153 members 
Entering Unmasked Estep 
Score: -26357040.000000 Penalty: 6104.399414
	Iteration 114Q: 3 clusters Score -2.635704e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 220199 members 
Entering Unmasked Estep 
Score: -26357050.000000 Penalty: 6104.399414
	Iteration 115Q: 3 clusters Score -2.635705e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 220237 members 
Entering Unmasked Estep 
Score: -26357022.000000 Penalty: 6104.399414
	Iteration 116Q: 3 clusters Score -2.635702e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 220268 members 
Entering Unmasked Estep 
Score: -26357010.000000 Penalty: 6104.399414
	Iteration 117Q: 3 clusters Score -2.635701e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 220296 members 
Entering Unmasked Estep 
Score: -26357036.000000 Penalty: 6104.399414
	Iteration 118Q: 3 clusters Score -2.635704e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 220317 members 
Entering Unmasked Estep 
Score: -26356998.000000 Penalty: 6104.399414
	Iteration 119Q: 3 clusters Score -2.6357e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 220332 members 
Entering Unmasked Estep 
Score: -26356998.000000 Penalty: 6104.399414
	Iteration 120F: 3 clusters Score -2.6357e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 220345 members 
Entering Unmasked Estep 
Score: -26356984.000000 Penalty: 6104.399414
	Iteration 121Q: 3 clusters Score -2.635698e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 220358 members 
Entering Unmasked Estep 
Score: -26356976.000000 Penalty: 6104.399414
	Iteration 122Q: 3 clusters Score -2.635698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 220361 members 
Entering Unmasked Estep 
Score: -26356968.000000 Penalty: 6104.399414
	Iteration 123Q: 3 clusters Score -2.635697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 220367 members 
Entering Unmasked Estep 
Score: -26356952.000000 Penalty: 6104.399414
	Iteration 124Q: 3 clusters Score -2.635695e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 220375 members 
Entering Unmasked Estep 
Score: -26356992.000000 Penalty: 6104.399414
	Iteration 125Q: 3 clusters Score -2.635699e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 220385 members 
Entering Unmasked Estep 
Score: -26356962.000000 Penalty: 6104.399414
	Iteration 126Q: 3 clusters Score -2.635696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 220393 members 
Entering Unmasked Estep 
Score: -26356966.000000 Penalty: 6104.399414
	Iteration 127Q: 3 clusters Score -2.635697e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 220398 members 
Entering Unmasked Estep 
Score: -26356962.000000 Penalty: 6104.399414
	Iteration 128Q: 3 clusters Score -2.635696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 220403 members 
Entering Unmasked Estep 
Score: -26356944.000000 Penalty: 6104.399414
	Iteration 129Q: 3 clusters Score -2.635694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 220410 members 
Entering Unmasked Estep 
Score: -26356960.000000 Penalty: 6104.399414
	Iteration 130Q: 3 clusters Score -2.635696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 220416 members 
Entering Unmasked Estep 
Score: -26356952.000000 Penalty: 6104.399414
	Iteration 131Q: 3 clusters Score -2.635695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 220424 members 
Entering Unmasked Estep 
Score: -26356944.000000 Penalty: 6104.399414
	Iteration 132Q: 3 clusters Score -2.635694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 220429 members 
Entering Unmasked Estep 
Score: -26356932.000000 Penalty: 6104.399414
	Iteration 133Q: 3 clusters Score -2.635693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 220435 members 
Entering Unmasked Estep 
Score: -26356952.000000 Penalty: 6104.399414
	Iteration 134Q: 3 clusters Score -2.635695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 220440 members 
Entering Unmasked Estep 
Score: -26356954.000000 Penalty: 6104.399414
	Iteration 135Q: 3 clusters Score -2.635695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 220443 members 
Entering Unmasked Estep 
Score: -26356960.000000 Penalty: 6104.399414
	Iteration 136Q: 3 clusters Score -2.635696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 220446 members 
Entering Unmasked Estep 
Score: -26356960.000000 Penalty: 6104.399414
	Iteration 137Q: 3 clusters Score -2.635696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 220449 members 
Entering Unmasked Estep 
Score: -26356950.000000 Penalty: 6104.399414
	Iteration 138Q: 3 clusters Score -2.635695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 220451 members 
Entering Unmasked Estep 
Score: -26356960.000000 Penalty: 6104.399414
	Iteration 139Q: 3 clusters Score -2.635696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 220452 members 
Entering Unmasked Estep 
Score: -26356942.000000 Penalty: 6104.399414
	Iteration 140F: 3 clusters Score -2.635694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 220454 members 
Entering Unmasked Estep 
Score: -26356954.000000 Penalty: 6104.399414
	Iteration 141Q: 3 clusters Score -2.635695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 220454 members 
Entering Unmasked Estep 
Score: -26356954.000000 Penalty: 6104.399414
	Iteration 142F: 3 clusters Score -2.635695e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Entering Unmasked Estep 
Score: -5186774.000000 Penalty: 2653.572754
	Iteration 0F: 2 clusters Score -5186774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -5156648.000000 Penalty: 5307.145508
	Iteration 0F: 3 clusters Score -5156648 nChanged 20365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -5168050.000000 Penalty: 5307.145508
	Iteration 1F: 3 clusters Score -5168050 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -5168536.000000 Penalty: 5307.145508
	Iteration 2Q: 3 clusters Score -5168536 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -5168932.000000 Penalty: 5307.145508
	Iteration 3Q: 3 clusters Score -5168932 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -5169332.500000 Penalty: 5307.145508
	Iteration 4Q: 3 clusters Score -5169332 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -5169760.000000 Penalty: 5307.145508
	Iteration 5Q: 3 clusters Score -5169760 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -5170159.000000 Penalty: 5307.145508
	Iteration 6Q: 3 clusters Score -5170159 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -5170705.000000 Penalty: 5307.145508
	Iteration 7Q: 3 clusters Score -5170705 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -5171379.500000 Penalty: 5307.145508
	Iteration 8Q: 3 clusters Score -5171380 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -5172181.500000 Penalty: 5307.145508
	Iteration 9Q: 3 clusters Score -5172182 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -5173181.000000 Penalty: 5307.145508
	Iteration 10Q: 3 clusters Score -5173181 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -5174368.500000 Penalty: 5307.145508
	Iteration 11Q: 3 clusters Score -5174368 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -5175595.000000 Penalty: 5307.145508
	Iteration 12Q: 3 clusters Score -5175595 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -5176779.000000 Penalty: 5307.145508
	Iteration 13Q: 3 clusters Score -5176779 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -5177628.500000 Penalty: 5307.145508
	Iteration 14Q: 3 clusters Score -5177628 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -5178318.500000 Penalty: 5307.145508
	Iteration 15Q: 3 clusters Score -5178318 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -5178884.500000 Penalty: 5307.145508
	Iteration 16Q: 3 clusters Score -5178884 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -5179349.000000 Penalty: 5307.145508
	Iteration 17Q: 3 clusters Score -5179349 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -5179826.000000 Penalty: 5307.145508
	Iteration 18Q: 3 clusters Score -5179826 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -5180308.000000 Penalty: 5307.145508
	Iteration 19Q: 3 clusters Score -5180308 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -5180755.000000 Penalty: 5307.145508
	Iteration 20F: 3 clusters Score -5180755 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -5181297.000000 Penalty: 5307.145508
	Iteration 21Q: 3 clusters Score -5181297 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -5181815.500000 Penalty: 5307.145508
	Iteration 22Q: 3 clusters Score -5181816 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -5182448.000000 Penalty: 5307.145508
	Iteration 23Q: 3 clusters Score -5182448 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -5183022.000000 Penalty: 5307.145508
	Iteration 24Q: 3 clusters Score -5183022 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5183509.000000 Penalty: 5307.145508
	Iteration 25Q: 3 clusters Score -5183509 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5183878.000000 Penalty: 5307.145508
	Iteration 26Q: 3 clusters Score -5183878 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5184120.000000 Penalty: 5307.145508
	Iteration 27Q: 3 clusters Score -5184120 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5184273.000000 Penalty: 5307.145508
	Iteration 28Q: 3 clusters Score -5184273 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5184379.500000 Penalty: 5307.145508
	Iteration 29Q: 3 clusters Score -5184380 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5184438.500000 Penalty: 5307.145508
	Iteration 30Q: 3 clusters Score -5184438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5184462.000000 Penalty: 5307.145508
	Iteration 31Q: 3 clusters Score -5184462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5184479.000000 Penalty: 5307.145508
	Iteration 32Q: 3 clusters Score -5184479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5184513.000000 Penalty: 5307.145508
	Iteration 33Q: 3 clusters Score -5184513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5184519.500000 Penalty: 5307.145508
	Iteration 34Q: 3 clusters Score -5184520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5184523.500000 Penalty: 5307.145508
	Iteration 35Q: 3 clusters Score -5184524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5184527.000000 Penalty: 5307.145508
	Iteration 36Q: 3 clusters Score -5184527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5184532.000000 Penalty: 5307.145508
	Iteration 37Q: 3 clusters Score -5184532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5184537.500000 Penalty: 5307.145508
	Iteration 38Q: 3 clusters Score -5184538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5184537.000000 Penalty: 5307.145508
	Iteration 39Q: 3 clusters Score -5184537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5184537.000000 Penalty: 5307.145508
	Iteration 40F: 3 clusters Score -5184537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Entering Unmasked Estep 
Score: -516545.968750 Penalty: 2074.571289
	Iteration 0F: 2 clusters Score -516546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -512453.312500 Penalty: 4149.142578
	Iteration 0F: 3 clusters Score -512453.3 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -513388.968750 Penalty: 4149.142578
	Iteration 1F: 3 clusters Score -513389 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -513579.156250 Penalty: 4149.142578
	Iteration 2F: 3 clusters Score -513579.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -513678.843750 Penalty: 4149.142578
	Iteration 3Q: 3 clusters Score -513678.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -513755.062500 Penalty: 4149.142578
	Iteration 4Q: 3 clusters Score -513755.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -513824.750000 Penalty: 4149.142578
	Iteration 5Q: 3 clusters Score -513824.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -513904.187500 Penalty: 4149.142578
	Iteration 6Q: 3 clusters Score -513904.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -513965.843750 Penalty: 4149.142578
	Iteration 7Q: 3 clusters Score -513965.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -514022.062500 Penalty: 4149.142578
	Iteration 8Q: 3 clusters Score -514022.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -514082.500000 Penalty: 4149.142578
	Iteration 9Q: 3 clusters Score -514082.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -514141.218750 Penalty: 4149.142578
	Iteration 10Q: 3 clusters Score -514141.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -514202.750000 Penalty: 4149.142578
	Iteration 11Q: 3 clusters Score -514202.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -514271.468750 Penalty: 4149.142578
	Iteration 12Q: 3 clusters Score -514271.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -514350.312500 Penalty: 4149.142578
	Iteration 13Q: 3 clusters Score -514350.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -514417.468750 Penalty: 4149.142578
	Iteration 14Q: 3 clusters Score -514417.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -514479.031250 Penalty: 4149.142578
	Iteration 15Q: 3 clusters Score -514479 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -514546.187500 Penalty: 4149.142578
	Iteration 16Q: 3 clusters Score -514546.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -514602.187500 Penalty: 4149.142578
	Iteration 17Q: 3 clusters Score -514602.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -514642.437500 Penalty: 4149.142578
	Iteration 18Q: 3 clusters Score -514642.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -514672.656250 Penalty: 4149.142578
	Iteration 19Q: 3 clusters Score -514672.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -514701.343750 Penalty: 4149.142578
	Iteration 20F: 3 clusters Score -514701.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -514724.375000 Penalty: 4149.142578
	Iteration 21Q: 3 clusters Score -514724.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -514737.156250 Penalty: 4149.142578
	Iteration 22Q: 3 clusters Score -514737.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -514747.156250 Penalty: 4149.142578
	Iteration 23Q: 3 clusters Score -514747.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -514754.125000 Penalty: 4149.142578
	Iteration 24Q: 3 clusters Score -514754.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -514760.625000 Penalty: 4149.142578
	Iteration 25Q: 3 clusters Score -514760.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -514767.062500 Penalty: 4149.142578
	Iteration 26Q: 3 clusters Score -514767.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -514774.531250 Penalty: 4149.142578
	Iteration 27Q: 3 clusters Score -514774.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -514779.218750 Penalty: 4149.142578
	Iteration 28Q: 3 clusters Score -514779.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -514784.781250 Penalty: 4149.142578
	Iteration 29Q: 3 clusters Score -514784.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -514791.000000 Penalty: 4149.142578
	Iteration 30Q: 3 clusters Score -514791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -514796.312500 Penalty: 4149.142578
	Iteration 31Q: 3 clusters Score -514796.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -514802.125000 Penalty: 4149.142578
	Iteration 32Q: 3 clusters Score -514802.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -514809.125000 Penalty: 4149.142578
	Iteration 33Q: 3 clusters Score -514809.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -514816.406250 Penalty: 4149.142578
	Iteration 34Q: 3 clusters Score -514816.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -514821.500000 Penalty: 4149.142578
	Iteration 35Q: 3 clusters Score -514821.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -514826.093750 Penalty: 4149.142578
	Iteration 36Q: 3 clusters Score -514826.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -514828.781250 Penalty: 4149.142578
	Iteration 37Q: 3 clusters Score -514828.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -514829.718750 Penalty: 4149.142578
	Iteration 38Q: 3 clusters Score -514829.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -514830.375000 Penalty: 4149.142578
	Iteration 39Q: 3 clusters Score -514830.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -514830.125000 Penalty: 4149.142578
	Iteration 40F: 3 clusters Score -514830.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -514830.750000 Penalty: 4149.142578
	Iteration 41Q: 3 clusters Score -514830.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -514831.656250 Penalty: 4149.142578
	Iteration 42Q: 3 clusters Score -514831.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -514831.250000 Penalty: 4149.142578
	Iteration 43Q: 3 clusters Score -514831.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -514831.250000 Penalty: 4149.142578
	Iteration 44F: 3 clusters Score -514831.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Entering Unmasked Estep 
Score: -553023.562500 Penalty: 2103.428467
	Iteration 0F: 2 clusters Score -553023.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -548607.062500 Penalty: 4206.856934
	Iteration 0F: 3 clusters Score -548607.1 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -549588.875000 Penalty: 4206.856934
	Iteration 1F: 3 clusters Score -549588.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -549780.062500 Penalty: 4206.856934
	Iteration 2F: 3 clusters Score -549780.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -549916.562500 Penalty: 4206.856934
	Iteration 3Q: 3 clusters Score -549916.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -550037.562500 Penalty: 4206.856934
	Iteration 4Q: 3 clusters Score -550037.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -550192.562500 Penalty: 4206.856934
	Iteration 5Q: 3 clusters Score -550192.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -550376.687500 Penalty: 4206.856934
	Iteration 6Q: 3 clusters Score -550376.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -550533.125000 Penalty: 4206.856934
	Iteration 7Q: 3 clusters Score -550533.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -550697.937500 Penalty: 4206.856934
	Iteration 8Q: 3 clusters Score -550697.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -550860.250000 Penalty: 4206.856934
	Iteration 9Q: 3 clusters Score -550860.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -551027.250000 Penalty: 4206.856934
	Iteration 10Q: 3 clusters Score -551027.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -551153.000000 Penalty: 4206.856934
	Iteration 11Q: 3 clusters Score -551153 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -551262.187500 Penalty: 4206.856934
	Iteration 12Q: 3 clusters Score -551262.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -551362.250000 Penalty: 4206.856934
	Iteration 13Q: 3 clusters Score -551362.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -551451.500000 Penalty: 4206.856934
	Iteration 14Q: 3 clusters Score -551451.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -551533.000000 Penalty: 4206.856934
	Iteration 15Q: 3 clusters Score -551533 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -551605.062500 Penalty: 4206.856934
	Iteration 16Q: 3 clusters Score -551605.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -551641.625000 Penalty: 4206.856934
	Iteration 17Q: 3 clusters Score -551641.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -551669.250000 Penalty: 4206.856934
	Iteration 18Q: 3 clusters Score -551669.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -551700.062500 Penalty: 4206.856934
	Iteration 19Q: 3 clusters Score -551700.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -551719.562500 Penalty: 4206.856934
	Iteration 20F: 3 clusters Score -551719.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -551737.625000 Penalty: 4206.856934
	Iteration 21Q: 3 clusters Score -551737.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -551748.875000 Penalty: 4206.856934
	Iteration 22Q: 3 clusters Score -551748.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -551756.187500 Penalty: 4206.856934
	Iteration 23Q: 3 clusters Score -551756.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -551759.187500 Penalty: 4206.856934
	Iteration 24Q: 3 clusters Score -551759.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -551764.312500 Penalty: 4206.856934
	Iteration 25Q: 3 clusters Score -551764.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -551769.375000 Penalty: 4206.856934
	Iteration 26Q: 3 clusters Score -551769.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -551778.375000 Penalty: 4206.856934
	Iteration 27Q: 3 clusters Score -551778.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -551783.625000 Penalty: 4206.856934
	Iteration 28Q: 3 clusters Score -551783.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -551788.250000 Penalty: 4206.856934
	Iteration 29Q: 3 clusters Score -551788.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -551790.937500 Penalty: 4206.856934
	Iteration 30Q: 3 clusters Score -551790.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -551794.000000 Penalty: 4206.856934
	Iteration 31Q: 3 clusters Score -551794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -551796.062500 Penalty: 4206.856934
	Iteration 32Q: 3 clusters Score -551796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -551797.000000 Penalty: 4206.856934
	Iteration 33Q: 3 clusters Score -551797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -551797.000000 Penalty: 4206.856934
	Iteration 34F: 3 clusters Score -551797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Entering Unmasked Estep 
Score: -710611.062500 Penalty: 2171.579102
	Iteration 0F: 2 clusters Score -710611.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -705262.312500 Penalty: 4343.158203
	Iteration 0F: 3 clusters Score -705262.3 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -706757.000000 Penalty: 4343.158203
	Iteration 1F: 3 clusters Score -706757 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -707231.812500 Penalty: 4343.158203
	Iteration 2F: 3 clusters Score -707231.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -707598.250000 Penalty: 4343.158203
	Iteration 3F: 3 clusters Score -707598.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -707902.750000 Penalty: 4343.158203
	Iteration 4F: 3 clusters Score -707902.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -708121.312500 Penalty: 4343.158203
	Iteration 5Q: 3 clusters Score -708121.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -708303.625000 Penalty: 4343.158203
	Iteration 6Q: 3 clusters Score -708303.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -708502.062500 Penalty: 4343.158203
	Iteration 7Q: 3 clusters Score -708502.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -708695.000000 Penalty: 4343.158203
	Iteration 8Q: 3 clusters Score -708695 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -708885.187500 Penalty: 4343.158203
	Iteration 9Q: 3 clusters Score -708885.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -709091.187500 Penalty: 4343.158203
	Iteration 10Q: 3 clusters Score -709091.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -709297.312500 Penalty: 4343.158203
	Iteration 11Q: 3 clusters Score -709297.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -709466.437500 Penalty: 4343.158203
	Iteration 12Q: 3 clusters Score -709466.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -709626.937500 Penalty: 4343.158203
	Iteration 13Q: 3 clusters Score -709626.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -709769.187500 Penalty: 4343.158203
	Iteration 14Q: 3 clusters Score -709769.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -709908.500000 Penalty: 4343.158203
	Iteration 15Q: 3 clusters Score -709908.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -710010.750000 Penalty: 4343.158203
	Iteration 16Q: 3 clusters Score -710010.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -710080.375000 Penalty: 4343.158203
	Iteration 17Q: 3 clusters Score -710080.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -710140.250000 Penalty: 4343.158203
	Iteration 18Q: 3 clusters Score -710140.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -710180.750000 Penalty: 4343.158203
	Iteration 19Q: 3 clusters Score -710180.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -710209.812500 Penalty: 4343.158203
	Iteration 20F: 3 clusters Score -710209.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -710228.375000 Penalty: 4343.158203
	Iteration 21Q: 3 clusters Score -710228.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -710250.937500 Penalty: 4343.158203
	Iteration 22Q: 3 clusters Score -710250.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -710269.500000 Penalty: 4343.158203
	Iteration 23Q: 3 clusters Score -710269.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -710289.937500 Penalty: 4343.158203
	Iteration 24Q: 3 clusters Score -710289.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -710303.375000 Penalty: 4343.158203
	Iteration 25Q: 3 clusters Score -710303.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -710313.187500 Penalty: 4343.158203
	Iteration 26Q: 3 clusters Score -710313.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -710324.375000 Penalty: 4343.158203
	Iteration 27Q: 3 clusters Score -710324.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -710327.437500 Penalty: 4343.158203
	Iteration 28Q: 3 clusters Score -710327.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -710330.500000 Penalty: 4343.158203
	Iteration 29Q: 3 clusters Score -710330.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -710332.375000 Penalty: 4343.158203
	Iteration 30Q: 3 clusters Score -710332.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -710333.250000 Penalty: 4343.158203
	Iteration 31Q: 3 clusters Score -710333.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -710336.687500 Penalty: 4343.158203
	Iteration 32Q: 3 clusters Score -710336.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -710340.312500 Penalty: 4343.158203
	Iteration 33Q: 3 clusters Score -710340.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -710345.312500 Penalty: 4343.158203
	Iteration 34Q: 3 clusters Score -710345.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -710346.625000 Penalty: 4343.158203
	Iteration 35Q: 3 clusters Score -710346.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -710350.812500 Penalty: 4343.158203
	Iteration 36Q: 3 clusters Score -710350.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -710352.812500 Penalty: 4343.158203
	Iteration 37Q: 3 clusters Score -710352.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -710354.062500 Penalty: 4343.158203
	Iteration 38Q: 3 clusters Score -710354.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -710354.062500 Penalty: 4343.158203
	Iteration 39F: 3 clusters Score -710354.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 159956 members 
Mstep: Class 3 contains 16254 members 
Mstep: Class 4 contains 10310 members 
Mstep: Class 5 contains 43537 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 27471 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24756 members 
Mstep: Class 13 contains 17859 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70760 members 
Mstep: Class 17 contains 221296 members 
Mstep: Class 19 contains 44351 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4825 members 
Mstep: Class 22 contains 6351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043600.000000 Penalty: 69967.726562
Iteration 359Q: 22 clusters Score -8.00436e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 159953 members 
Mstep: Class 3 contains 16254 members 
Mstep: Class 4 contains 10310 members 
Mstep: Class 5 contains 43537 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4879 members 
Mstep: Class 8 contains 27469 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24754 members 
Mstep: Class 13 contains 17859 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70765 members 
Mstep: Class 17 contains 221301 members 
Mstep: Class 19 contains 44348 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4825 members 
Mstep: Class 22 contains 6352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043680.000000 Penalty: 69967.726562
Iteration 360F: 22 clusters Score -8.004368e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 159951 members 
Mstep: Class 3 contains 16254 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 43537 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 27465 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24754 members 
Mstep: Class 13 contains 17860 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70767 members 
Mstep: Class 17 contains 221302 members 
Mstep: Class 19 contains 44347 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4825 members 
Mstep: Class 22 contains 6353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043592.000000 Penalty: 69967.726562
Iteration 361Q: 22 clusters Score -8.004359e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 159945 members 
Mstep: Class 3 contains 16253 members 
Mstep: Class 4 contains 10312 members 
Mstep: Class 5 contains 43538 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4882 members 
Mstep: Class 8 contains 27462 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24753 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70768 members 
Mstep: Class 17 contains 221306 members 
Mstep: Class 19 contains 44343 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4825 members 
Mstep: Class 22 contains 6354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043576.000000 Penalty: 69967.726562
Iteration 362Q: 22 clusters Score -8.004358e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 159939 members 
Mstep: Class 3 contains 16253 members 
Mstep: Class 4 contains 10312 members 
Mstep: Class 5 contains 43541 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4886 members 
Mstep: Class 8 contains 27459 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24757 members 
Mstep: Class 13 contains 17871 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70765 members 
Mstep: Class 17 contains 221302 members 
Mstep: Class 19 contains 44342 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4825 members 
Mstep: Class 22 contains 6354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043560.000000 Penalty: 69967.726562
Iteration 363Q: 22 clusters Score -8.004356e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 159937 members 
Mstep: Class 3 contains 16250 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 43542 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4887 members 
Mstep: Class 8 contains 27459 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24757 members 
Mstep: Class 13 contains 17877 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70766 members 
Mstep: Class 17 contains 221303 members 
Mstep: Class 19 contains 44338 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4825 members 
Mstep: Class 22 contains 6354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043536.000000 Penalty: 69967.726562
Iteration 364Q: 22 clusters Score -8.004354e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 159929 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 43543 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4887 members 
Mstep: Class 8 contains 27458 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24755 members 
Mstep: Class 13 contains 17882 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70767 members 
Mstep: Class 17 contains 221312 members 
Mstep: Class 19 contains 44334 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4825 members 
Mstep: Class 22 contains 6354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043536.000000 Penalty: 69967.726562
Iteration 365Q: 22 clusters Score -8.004354e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 159922 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 43543 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4887 members 
Mstep: Class 8 contains 27458 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24754 members 
Mstep: Class 13 contains 17884 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70770 members 
Mstep: Class 17 contains 221323 members 
Mstep: Class 19 contains 44327 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4825 members 
Mstep: Class 22 contains 6354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043536.000000 Penalty: 69967.726562
Iteration 366Q: 22 clusters Score -8.004354e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159914 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10312 members 
Mstep: Class 5 contains 43544 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4888 members 
Mstep: Class 8 contains 27459 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24751 members 
Mstep: Class 13 contains 17885 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70778 members 
Mstep: Class 17 contains 221326 members 
Mstep: Class 19 contains 44322 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4824 members 
Mstep: Class 22 contains 6354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043536.000000 Penalty: 69967.726562
Iteration 367Q: 22 clusters Score -8.004354e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159919 members 
Mstep: Class 3 contains 16247 members 
Mstep: Class 4 contains 10312 members 
Mstep: Class 5 contains 43544 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4889 members 
Mstep: Class 8 contains 27459 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24750 members 
Mstep: Class 13 contains 17887 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70774 members 
Mstep: Class 17 contains 221329 members 
Mstep: Class 19 contains 44318 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4823 members 
Mstep: Class 22 contains 6354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043544.000000 Penalty: 69967.726562
Iteration 368Q: 22 clusters Score -8.004354e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159907 members 
Mstep: Class 3 contains 16247 members 
Mstep: Class 4 contains 10312 members 
Mstep: Class 5 contains 43546 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4890 members 
Mstep: Class 8 contains 27457 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 24751 members 
Mstep: Class 13 contains 17888 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70775 members 
Mstep: Class 17 contains 221339 members 
Mstep: Class 19 contains 44316 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4823 members 
Mstep: Class 22 contains 6354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043520.000000 Penalty: 69967.726562
Iteration 369Q: 22 clusters Score -8.004352e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159903 members 
Mstep: Class 3 contains 16247 members 
Mstep: Class 4 contains 10312 members 
Mstep: Class 5 contains 43547 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4890 members 
Mstep: Class 8 contains 27458 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24751 members 
Mstep: Class 13 contains 17889 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70774 members 
Mstep: Class 17 contains 221340 members 
Mstep: Class 19 contains 44316 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4823 members 
Mstep: Class 22 contains 6354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043448.000000 Penalty: 69967.726562
Iteration 370Q: 22 clusters Score -8.004345e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159905 members 
Mstep: Class 3 contains 16247 members 
Mstep: Class 4 contains 10312 members 
Mstep: Class 5 contains 43549 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4890 members 
Mstep: Class 8 contains 27460 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24750 members 
Mstep: Class 13 contains 17889 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70776 members 
Mstep: Class 17 contains 221332 members 
Mstep: Class 19 contains 44317 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4823 members 
Mstep: Class 22 contains 6354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043496.000000 Penalty: 69967.726562
Iteration 371Q: 22 clusters Score -8.00435e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159910 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10312 members 
Mstep: Class 5 contains 43549 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4891 members 
Mstep: Class 8 contains 27459 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24748 members 
Mstep: Class 13 contains 17888 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70780 members 
Mstep: Class 17 contains 221325 members 
Mstep: Class 19 contains 44317 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4823 members 
Mstep: Class 22 contains 6354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043488.000000 Penalty: 69967.726562
Iteration 372Q: 22 clusters Score -8.004349e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159914 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10312 members 
Mstep: Class 5 contains 43548 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4890 members 
Mstep: Class 8 contains 27459 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24746 members 
Mstep: Class 13 contains 17888 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70782 members 
Mstep: Class 17 contains 221322 members 
Mstep: Class 19 contains 44318 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4823 members 
Mstep: Class 22 contains 6354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043496.000000 Penalty: 69967.726562
Iteration 373Q: 22 clusters Score -8.00435e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159905 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10312 members 
Mstep: Class 5 contains 43549 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4891 members 
Mstep: Class 8 contains 27460 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24747 members 
Mstep: Class 13 contains 17889 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70784 members 
Mstep: Class 17 contains 221325 members 
Mstep: Class 19 contains 44318 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4823 members 
Mstep: Class 22 contains 6353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043504.000000 Penalty: 69967.726562
Iteration 374Q: 22 clusters Score -8.00435e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159892 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10313 members 
Mstep: Class 5 contains 43549 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4892 members 
Mstep: Class 8 contains 27460 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24748 members 
Mstep: Class 13 contains 17889 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70784 members 
Mstep: Class 17 contains 221337 members 
Mstep: Class 19 contains 44317 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4823 members 
Mstep: Class 22 contains 6352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043456.000000 Penalty: 69967.726562
Iteration 375Q: 22 clusters Score -8.004346e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159884 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10313 members 
Mstep: Class 5 contains 43550 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27460 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24748 members 
Mstep: Class 13 contains 17890 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70786 members 
Mstep: Class 17 contains 221339 members 
Mstep: Class 19 contains 44318 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4823 members 
Mstep: Class 22 contains 6352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043440.000000 Penalty: 69967.726562
Iteration 376Q: 22 clusters Score -8.004344e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159876 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10313 members 
Mstep: Class 5 contains 43550 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27460 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24747 members 
Mstep: Class 13 contains 17890 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70787 members 
Mstep: Class 17 contains 221348 members 
Mstep: Class 19 contains 44318 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4822 members 
Mstep: Class 22 contains 6352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043416.000000 Penalty: 69967.726562
Iteration 377Q: 22 clusters Score -8.004342e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159877 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10313 members 
Mstep: Class 5 contains 43550 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27461 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24746 members 
Mstep: Class 13 contains 17891 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70788 members 
Mstep: Class 17 contains 221346 members 
Mstep: Class 19 contains 44318 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4821 members 
Mstep: Class 22 contains 6352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043440.000000 Penalty: 69967.726562
Iteration 378Q: 22 clusters Score -8.004344e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159875 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10313 members 
Mstep: Class 5 contains 43550 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27461 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24745 members 
Mstep: Class 13 contains 17895 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70787 members 
Mstep: Class 17 contains 221349 members 
Mstep: Class 19 contains 44316 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4820 members 
Mstep: Class 22 contains 6352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043432.000000 Penalty: 69967.726562
Iteration 379Q: 22 clusters Score -8.004343e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159875 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10313 members 
Mstep: Class 5 contains 43550 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27463 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24744 members 
Mstep: Class 13 contains 17896 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70787 members 
Mstep: Class 17 contains 221346 members 
Mstep: Class 19 contains 44320 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4817 members 
Mstep: Class 22 contains 6352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043464.000000 Penalty: 69967.726562
Iteration 380F: 22 clusters Score -8.004346e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159878 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10312 members 
Mstep: Class 5 contains 43550 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27465 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24744 members 
Mstep: Class 13 contains 17896 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70786 members 
Mstep: Class 17 contains 221344 members 
Mstep: Class 19 contains 44320 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043496.000000 Penalty: 69967.726562
Iteration 381Q: 22 clusters Score -8.00435e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159877 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10313 members 
Mstep: Class 5 contains 43549 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27465 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24745 members 
Mstep: Class 13 contains 17896 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70787 members 
Mstep: Class 17 contains 221346 members 
Mstep: Class 19 contains 44317 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043552.000000 Penalty: 69967.726562
Iteration 382Q: 22 clusters Score -8.004355e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159874 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10313 members 
Mstep: Class 5 contains 43548 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27465 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24744 members 
Mstep: Class 13 contains 17896 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70786 members 
Mstep: Class 17 contains 221357 members 
Mstep: Class 19 contains 44312 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043536.000000 Penalty: 69967.726562
Iteration 383Q: 22 clusters Score -8.004354e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159866 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10314 members 
Mstep: Class 5 contains 43546 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27463 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24744 members 
Mstep: Class 13 contains 17896 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70787 members 
Mstep: Class 17 contains 221369 members 
Mstep: Class 19 contains 44309 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043480.000000 Penalty: 69967.726562
Iteration 384Q: 22 clusters Score -8.004348e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159862 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10314 members 
Mstep: Class 5 contains 43549 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27463 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24744 members 
Mstep: Class 13 contains 17896 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70788 members 
Mstep: Class 17 contains 221373 members 
Mstep: Class 19 contains 44306 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043440.000000 Penalty: 69967.726562
Iteration 385Q: 22 clusters Score -8.004344e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159860 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10313 members 
Mstep: Class 5 contains 43552 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27464 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24744 members 
Mstep: Class 13 contains 17896 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70790 members 
Mstep: Class 17 contains 221374 members 
Mstep: Class 19 contains 44303 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043472.000000 Penalty: 69967.726562
Iteration 386Q: 22 clusters Score -8.004347e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159860 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10313 members 
Mstep: Class 5 contains 43554 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27463 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24743 members 
Mstep: Class 13 contains 17896 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70791 members 
Mstep: Class 17 contains 221373 members 
Mstep: Class 19 contains 44303 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043480.000000 Penalty: 69967.726562
Iteration 387Q: 22 clusters Score -8.004348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159866 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10313 members 
Mstep: Class 5 contains 43555 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27464 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24741 members 
Mstep: Class 13 contains 17897 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70791 members 
Mstep: Class 17 contains 221366 members 
Mstep: Class 19 contains 44303 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043488.000000 Penalty: 69967.726562
Iteration 388Q: 22 clusters Score -8.004349e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159867 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10313 members 
Mstep: Class 5 contains 43556 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27464 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24739 members 
Mstep: Class 13 contains 17898 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70791 members 
Mstep: Class 17 contains 221365 members 
Mstep: Class 19 contains 44303 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043488.000000 Penalty: 69967.726562
Iteration 389Q: 22 clusters Score -8.004349e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159866 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10313 members 
Mstep: Class 5 contains 43558 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27465 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24737 members 
Mstep: Class 13 contains 17898 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70790 members 
Mstep: Class 17 contains 221368 members 
Mstep: Class 19 contains 44301 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043448.000000 Penalty: 69967.726562
Iteration 390Q: 22 clusters Score -8.004345e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159862 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10313 members 
Mstep: Class 5 contains 43559 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27464 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24734 members 
Mstep: Class 13 contains 17899 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70790 members 
Mstep: Class 17 contains 221375 members 
Mstep: Class 19 contains 44300 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043440.000000 Penalty: 69967.726562
Iteration 391Q: 22 clusters Score -8.004344e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159861 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10313 members 
Mstep: Class 5 contains 43559 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27464 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24727 members 
Mstep: Class 13 contains 17898 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70792 members 
Mstep: Class 17 contains 221387 members 
Mstep: Class 19 contains 44295 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043472.000000 Penalty: 69967.726562
Iteration 392Q: 22 clusters Score -8.004347e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159865 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10314 members 
Mstep: Class 5 contains 43561 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27465 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24722 members 
Mstep: Class 13 contains 17898 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70791 members 
Mstep: Class 17 contains 221387 members 
Mstep: Class 19 contains 44293 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043432.000000 Penalty: 69967.726562
Iteration 393Q: 22 clusters Score -8.004343e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159869 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10314 members 
Mstep: Class 5 contains 43562 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27465 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24724 members 
Mstep: Class 13 contains 17898 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70791 members 
Mstep: Class 17 contains 221380 members 
Mstep: Class 19 contains 44293 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043440.000000 Penalty: 69967.726562
Iteration 394Q: 22 clusters Score -8.004344e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159869 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10314 members 
Mstep: Class 5 contains 43562 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27465 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24726 members 
Mstep: Class 13 contains 17898 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70790 members 
Mstep: Class 17 contains 221379 members 
Mstep: Class 19 contains 44293 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043456.000000 Penalty: 69967.726562
Iteration 395Q: 22 clusters Score -8.004346e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159867 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10315 members 
Mstep: Class 5 contains 43565 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27465 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24728 members 
Mstep: Class 13 contains 17899 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70789 members 
Mstep: Class 17 contains 221377 members 
Mstep: Class 19 contains 44292 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043464.000000 Penalty: 69967.726562
Iteration 396Q: 22 clusters Score -8.004346e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159864 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10315 members 
Mstep: Class 5 contains 43566 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27465 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24728 members 
Mstep: Class 13 contains 17899 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70791 members 
Mstep: Class 17 contains 221377 members 
Mstep: Class 19 contains 44292 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043392.000000 Penalty: 69967.726562
Iteration 397Q: 22 clusters Score -8.004339e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159863 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10315 members 
Mstep: Class 5 contains 43567 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27466 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24727 members 
Mstep: Class 13 contains 17899 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70792 members 
Mstep: Class 17 contains 221377 members 
Mstep: Class 19 contains 44291 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043424.000000 Penalty: 69967.726562
Iteration 398Q: 22 clusters Score -8.004342e+07 nChanged 17
Entering ConstructFrom: 
Score: -80043424.000000 Penalty: 69967.726562
Entering ConstructFrom: 
Trying to split cluster 1 (16338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Entering Unmasked Estep 
Score: -1959318.750000 Penalty: 2405.909668
	Iteration 0F: 2 clusters Score -1959319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1947720.750000 Penalty: 4811.819336
	Iteration 0F: 3 clusters Score -1947721 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1951436.250000 Penalty: 4811.819336
	Iteration 1F: 3 clusters Score -1951436 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1951745.750000 Penalty: 4811.819336
	Iteration 2F: 3 clusters Score -1951746 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1951984.000000 Penalty: 4811.819336
	Iteration 3Q: 3 clusters Score -1951984 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1952192.125000 Penalty: 4811.819336
	Iteration 4Q: 3 clusters Score -1952192 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1952396.500000 Penalty: 4811.819336
	Iteration 5Q: 3 clusters Score -1952396 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1952576.875000 Penalty: 4811.819336
	Iteration 6Q: 3 clusters Score -1952577 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1952797.500000 Penalty: 4811.819336
	Iteration 7Q: 3 clusters Score -1952798 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1953022.375000 Penalty: 4811.819336
	Iteration 8Q: 3 clusters Score -1953022 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1953360.875000 Penalty: 4811.819336
	Iteration 9Q: 3 clusters Score -1953361 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1953852.250000 Penalty: 4811.819336
	Iteration 10Q: 3 clusters Score -1953852 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1954453.375000 Penalty: 4811.819336
	Iteration 11F: 3 clusters Score -1954453 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1955176.375000 Penalty: 4811.819336
	Iteration 12F: 3 clusters Score -1955176 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1955969.000000 Penalty: 4811.819336
	Iteration 13F: 3 clusters Score -1955969 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1956699.500000 Penalty: 4811.819336
	Iteration 14Q: 3 clusters Score -1956700 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1957205.000000 Penalty: 4811.819336
	Iteration 15Q: 3 clusters Score -1957205 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1957511.500000 Penalty: 4811.819336
	Iteration 16Q: 3 clusters Score -1957512 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1957646.250000 Penalty: 4811.819336
	Iteration 17Q: 3 clusters Score -1957646 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1957708.250000 Penalty: 4811.819336
	Iteration 18Q: 3 clusters Score -1957708 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1957742.500000 Penalty: 4811.819336
	Iteration 19Q: 3 clusters Score -1957742 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1957769.750000 Penalty: 4811.819336
	Iteration 20F: 3 clusters Score -1957770 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1957811.125000 Penalty: 4811.819336
	Iteration 21Q: 3 clusters Score -1957811 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1957843.500000 Penalty: 4811.819336
	Iteration 22Q: 3 clusters Score -1957844 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1957878.125000 Penalty: 4811.819336
	Iteration 23Q: 3 clusters Score -1957878 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1957908.000000 Penalty: 4811.819336
	Iteration 24Q: 3 clusters Score -1957908 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1957939.625000 Penalty: 4811.819336
	Iteration 25Q: 3 clusters Score -1957940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1957977.750000 Penalty: 4811.819336
	Iteration 26Q: 3 clusters Score -1957978 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1958015.500000 Penalty: 4811.819336
	Iteration 27Q: 3 clusters Score -1958016 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1958071.000000 Penalty: 4811.819336
	Iteration 28Q: 3 clusters Score -1958071 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1958106.375000 Penalty: 4811.819336
	Iteration 29Q: 3 clusters Score -1958106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1958133.750000 Penalty: 4811.819336
	Iteration 30Q: 3 clusters Score -1958134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1958160.500000 Penalty: 4811.819336
	Iteration 31Q: 3 clusters Score -1958160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1958182.625000 Penalty: 4811.819336
	Iteration 32Q: 3 clusters Score -1958183 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1958188.750000 Penalty: 4811.819336
	Iteration 33Q: 3 clusters Score -1958189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1958199.000000 Penalty: 4811.819336
	Iteration 34Q: 3 clusters Score -1958199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1958207.125000 Penalty: 4811.819336
	Iteration 35Q: 3 clusters Score -1958207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1958214.250000 Penalty: 4811.819336
	Iteration 36Q: 3 clusters Score -1958214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1958211.125000 Penalty: 4811.819336
	Iteration 37Q: 3 clusters Score -1958211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1958220.000000 Penalty: 4811.819336
	Iteration 38Q: 3 clusters Score -1958220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1958216.625000 Penalty: 4811.819336
	Iteration 39Q: 3 clusters Score -1958217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1958217.125000 Penalty: 4811.819336
	Iteration 40F: 3 clusters Score -1958217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1958221.750000 Penalty: 4811.819336
	Iteration 41Q: 3 clusters Score -1958222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1958220.875000 Penalty: 4811.819336
	Iteration 42Q: 3 clusters Score -1958221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1958220.750000 Penalty: 4811.819336
	Iteration 43Q: 3 clusters Score -1958221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1958220.750000 Penalty: 4811.819336
	Iteration 44F: 3 clusters Score -1958221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (159862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159862 members 
Entering Unmasked Estep 
Score: -19013016.000000 Penalty: 2971.552490
	Iteration 0F: 2 clusters Score -1.901302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80285 members 
Mstep: Class 2 contains 79577 members 
Entering Unmasked Estep 
Score: -18909076.000000 Penalty: 5943.104980
	Iteration 0F: 3 clusters Score -1.890908e+07 nChanged 76562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85559 members 
Mstep: Class 2 contains 74303 members 
Entering Unmasked Estep 
Score: -18953864.000000 Penalty: 5943.104980
	Iteration 1F: 3 clusters Score -1.895386e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88846 members 
Mstep: Class 2 contains 71016 members 
Entering Unmasked Estep 
Score: -18955730.000000 Penalty: 5943.104980
	Iteration 2Q: 3 clusters Score -1.895573e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93694 members 
Mstep: Class 2 contains 66168 members 
Entering Unmasked Estep 
Score: -18958476.000000 Penalty: 5943.104980
	Iteration 3Q: 3 clusters Score -1.895848e+07 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100656 members 
Mstep: Class 2 contains 59206 members 
Entering Unmasked Estep 
Score: -18962906.000000 Penalty: 5943.104980
	Iteration 4F: 3 clusters Score -1.896291e+07 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109816 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -18970748.000000 Penalty: 5943.104980
	Iteration 5F: 3 clusters Score -1.897075e+07 nChanged 11816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120320 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -18981052.000000 Penalty: 5943.104980
	Iteration 6F: 3 clusters Score -1.898105e+07 nChanged 10790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129862 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -18990768.000000 Penalty: 5943.104980
	Iteration 7F: 3 clusters Score -1.899077e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137105 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -18998192.000000 Penalty: 5943.104980
	Iteration 8F: 3 clusters Score -1.899819e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141821 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -19002546.000000 Penalty: 5943.104980
	Iteration 9Q: 3 clusters Score -1.900255e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145089 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -19005294.000000 Penalty: 5943.104980
	Iteration 10Q: 3 clusters Score -1.900529e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147568 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -19007130.000000 Penalty: 5943.104980
	Iteration 11Q: 3 clusters Score -1.900713e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149446 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -19008274.000000 Penalty: 5943.104980
	Iteration 12Q: 3 clusters Score -1.900827e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150857 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -19009114.000000 Penalty: 5943.104980
	Iteration 13Q: 3 clusters Score -1.900911e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151920 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -19009622.000000 Penalty: 5943.104980
	Iteration 14Q: 3 clusters Score -1.900962e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152716 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -19010012.000000 Penalty: 5943.104980
	Iteration 15Q: 3 clusters Score -1.901001e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153345 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -19010258.000000 Penalty: 5943.104980
	Iteration 16Q: 3 clusters Score -1.901026e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153884 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -19010470.000000 Penalty: 5943.104980
	Iteration 17Q: 3 clusters Score -1.901047e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154304 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -19010688.000000 Penalty: 5943.104980
	Iteration 18Q: 3 clusters Score -1.901069e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154620 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -19010840.000000 Penalty: 5943.104980
	Iteration 19Q: 3 clusters Score -1.901084e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154839 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -19010916.000000 Penalty: 5943.104980
	Iteration 20F: 3 clusters Score -1.901092e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155025 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -19011084.000000 Penalty: 5943.104980
	Iteration 21Q: 3 clusters Score -1.901108e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155179 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -19011284.000000 Penalty: 5943.104980
	Iteration 22Q: 3 clusters Score -1.901128e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155300 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -19011394.000000 Penalty: 5943.104980
	Iteration 23Q: 3 clusters Score -1.901139e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155394 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -19011468.000000 Penalty: 5943.104980
	Iteration 24Q: 3 clusters Score -1.901147e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155449 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -19011594.000000 Penalty: 5943.104980
	Iteration 25Q: 3 clusters Score -1.901159e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155477 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -19011692.000000 Penalty: 5943.104980
	Iteration 26Q: 3 clusters Score -1.901169e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155485 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -19011784.000000 Penalty: 5943.104980
	Iteration 27Q: 3 clusters Score -1.901178e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155506 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -19011894.000000 Penalty: 5943.104980
	Iteration 28Q: 3 clusters Score -1.901189e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155539 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -19011886.000000 Penalty: 5943.104980
	Iteration 29Q: 3 clusters Score -1.901189e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155586 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -19011898.000000 Penalty: 5943.104980
	Iteration 30Q: 3 clusters Score -1.90119e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155618 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -19011948.000000 Penalty: 5943.104980
	Iteration 31Q: 3 clusters Score -1.901195e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155647 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -19012000.000000 Penalty: 5943.104980
	Iteration 32Q: 3 clusters Score -1.9012e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155669 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -19012002.000000 Penalty: 5943.104980
	Iteration 33Q: 3 clusters Score -1.9012e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155682 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -19012016.000000 Penalty: 5943.104980
	Iteration 34Q: 3 clusters Score -1.901202e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155691 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -19012008.000000 Penalty: 5943.104980
	Iteration 35Q: 3 clusters Score -1.901201e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155702 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -19012018.000000 Penalty: 5943.104980
	Iteration 36Q: 3 clusters Score -1.901202e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155713 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -19012010.000000 Penalty: 5943.104980
	Iteration 37Q: 3 clusters Score -1.901201e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155729 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -19012006.000000 Penalty: 5943.104980
	Iteration 38Q: 3 clusters Score -1.901201e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155737 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -19012032.000000 Penalty: 5943.104980
	Iteration 39Q: 3 clusters Score -1.901203e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155749 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -19012056.000000 Penalty: 5943.104980
	Iteration 40F: 3 clusters Score -1.901206e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155738 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -19012062.000000 Penalty: 5943.104980
	Iteration 41Q: 3 clusters Score -1.901206e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155730 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -19012076.000000 Penalty: 5943.104980
	Iteration 42Q: 3 clusters Score -1.901208e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155722 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -19012102.000000 Penalty: 5943.104980
	Iteration 43Q: 3 clusters Score -1.90121e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155728 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -19012104.000000 Penalty: 5943.104980
	Iteration 44Q: 3 clusters Score -1.90121e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155734 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -19012112.000000 Penalty: 5943.104980
	Iteration 45Q: 3 clusters Score -1.901211e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155746 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -19012112.000000 Penalty: 5943.104980
	Iteration 46Q: 3 clusters Score -1.901211e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155750 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -19012130.000000 Penalty: 5943.104980
	Iteration 47Q: 3 clusters Score -1.901213e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155762 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -19012116.000000 Penalty: 5943.104980
	Iteration 48Q: 3 clusters Score -1.901212e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155767 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -19012132.000000 Penalty: 5943.104980
	Iteration 49Q: 3 clusters Score -1.901213e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155775 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -19012136.000000 Penalty: 5943.104980
	Iteration 50Q: 3 clusters Score -1.901214e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155782 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -19012146.000000 Penalty: 5943.104980
	Iteration 51Q: 3 clusters Score -1.901215e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155793 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -19012160.000000 Penalty: 5943.104980
	Iteration 52Q: 3 clusters Score -1.901216e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155809 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -19012146.000000 Penalty: 5943.104980
	Iteration 53Q: 3 clusters Score -1.901215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155817 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -19012150.000000 Penalty: 5943.104980
	Iteration 54Q: 3 clusters Score -1.901215e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155818 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -19012148.000000 Penalty: 5943.104980
	Iteration 55Q: 3 clusters Score -1.901215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155817 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -19012158.000000 Penalty: 5943.104980
	Iteration 56Q: 3 clusters Score -1.901216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155823 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -19012162.000000 Penalty: 5943.104980
	Iteration 57Q: 3 clusters Score -1.901216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155824 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -19012148.000000 Penalty: 5943.104980
	Iteration 58Q: 3 clusters Score -1.901215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155829 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -19012138.000000 Penalty: 5943.104980
	Iteration 59Q: 3 clusters Score -1.901214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155834 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -19012146.000000 Penalty: 5943.104980
	Iteration 60F: 3 clusters Score -1.901215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155834 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -19012150.000000 Penalty: 5943.104980
	Iteration 61Q: 3 clusters Score -1.901215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155834 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -19012150.000000 Penalty: 5943.104980
	Iteration 62F: 3 clusters Score -1.901215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Entering Unmasked Estep 
Score: -1967645.000000 Penalty: 2404.539795
	Iteration 0F: 2 clusters Score -1967645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1956053.125000 Penalty: 4809.079590
	Iteration 0F: 3 clusters Score -1956053 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1959721.625000 Penalty: 4809.079590
	Iteration 1F: 3 clusters Score -1959722 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1960016.125000 Penalty: 4809.079590
	Iteration 2F: 3 clusters Score -1960016 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1960265.875000 Penalty: 4809.079590
	Iteration 3Q: 3 clusters Score -1960266 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1960462.125000 Penalty: 4809.079590
	Iteration 4Q: 3 clusters Score -1960462 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1960663.000000 Penalty: 4809.079590
	Iteration 5Q: 3 clusters Score -1960663 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1960860.750000 Penalty: 4809.079590
	Iteration 6Q: 3 clusters Score -1960861 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1961079.625000 Penalty: 4809.079590
	Iteration 7Q: 3 clusters Score -1961080 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1961334.500000 Penalty: 4809.079590
	Iteration 8Q: 3 clusters Score -1961334 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1961667.875000 Penalty: 4809.079590
	Iteration 9Q: 3 clusters Score -1961668 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1962057.000000 Penalty: 4809.079590
	Iteration 10Q: 3 clusters Score -1962057 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1962551.125000 Penalty: 4809.079590
	Iteration 11Q: 3 clusters Score -1962551 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1963064.375000 Penalty: 4809.079590
	Iteration 12Q: 3 clusters Score -1963064 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1963547.000000 Penalty: 4809.079590
	Iteration 13Q: 3 clusters Score -1963547 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1963954.250000 Penalty: 4809.079590
	Iteration 14Q: 3 clusters Score -1963954 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1964252.250000 Penalty: 4809.079590
	Iteration 15Q: 3 clusters Score -1964252 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1964484.000000 Penalty: 4809.079590
	Iteration 16Q: 3 clusters Score -1964484 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1964705.500000 Penalty: 4809.079590
	Iteration 17Q: 3 clusters Score -1964706 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1964873.000000 Penalty: 4809.079590
	Iteration 18Q: 3 clusters Score -1964873 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1965017.500000 Penalty: 4809.079590
	Iteration 19Q: 3 clusters Score -1965018 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1965147.000000 Penalty: 4809.079590
	Iteration 20F: 3 clusters Score -1965147 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1965242.875000 Penalty: 4809.079590
	Iteration 21Q: 3 clusters Score -1965243 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1965314.000000 Penalty: 4809.079590
	Iteration 22Q: 3 clusters Score -1965314 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1965362.000000 Penalty: 4809.079590
	Iteration 23Q: 3 clusters Score -1965362 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1965407.750000 Penalty: 4809.079590
	Iteration 24Q: 3 clusters Score -1965408 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1965448.000000 Penalty: 4809.079590
	Iteration 25Q: 3 clusters Score -1965448 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1965475.625000 Penalty: 4809.079590
	Iteration 26Q: 3 clusters Score -1965476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -1965495.625000 Penalty: 4809.079590
	Iteration 27Q: 3 clusters Score -1965496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1965511.125000 Penalty: 4809.079590
	Iteration 28Q: 3 clusters Score -1965511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -1965524.500000 Penalty: 4809.079590
	Iteration 29Q: 3 clusters Score -1965524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1965528.750000 Penalty: 4809.079590
	Iteration 30Q: 3 clusters Score -1965529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1965528.250000 Penalty: 4809.079590
	Iteration 31Q: 3 clusters Score -1965528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1965531.125000 Penalty: 4809.079590
	Iteration 32Q: 3 clusters Score -1965531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1965535.125000 Penalty: 4809.079590
	Iteration 33Q: 3 clusters Score -1965535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1965535.000000 Penalty: 4809.079590
	Iteration 34Q: 3 clusters Score -1965535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1965535.625000 Penalty: 4809.079590
	Iteration 35Q: 3 clusters Score -1965536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1965536.875000 Penalty: 4809.079590
	Iteration 36Q: 3 clusters Score -1965537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -1965538.375000 Penalty: 4809.079590
	Iteration 37Q: 3 clusters Score -1965538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1965544.875000 Penalty: 4809.079590
	Iteration 38Q: 3 clusters Score -1965545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1965548.000000 Penalty: 4809.079590
	Iteration 39Q: 3 clusters Score -1965548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1965555.500000 Penalty: 4809.079590
	Iteration 40F: 3 clusters Score -1965556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1965556.250000 Penalty: 4809.079590
	Iteration 41Q: 3 clusters Score -1965556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1965558.250000 Penalty: 4809.079590
	Iteration 42Q: 3 clusters Score -1965558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -1965560.000000 Penalty: 4809.079590
	Iteration 43Q: 3 clusters Score -1965560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1965562.875000 Penalty: 4809.079590
	Iteration 44Q: 3 clusters Score -1965563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1965566.000000 Penalty: 4809.079590
	Iteration 45Q: 3 clusters Score -1965566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -1965565.125000 Penalty: 4809.079590
	Iteration 46Q: 3 clusters Score -1965565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1965565.375000 Penalty: 4809.079590
	Iteration 47Q: 3 clusters Score -1965565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1965567.500000 Penalty: 4809.079590
	Iteration 48Q: 3 clusters Score -1965568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1965566.125000 Penalty: 4809.079590
	Iteration 49Q: 3 clusters Score -1965566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -1965568.625000 Penalty: 4809.079590
	Iteration 50Q: 3 clusters Score -1965569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -1965569.750000 Penalty: 4809.079590
	Iteration 51Q: 3 clusters Score -1965570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -1965567.500000 Penalty: 4809.079590
	Iteration 52Q: 3 clusters Score -1965568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -1965567.500000 Penalty: 4809.079590
	Iteration 53F: 3 clusters Score -1965568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Entering Unmasked Estep 
Score: -1239200.750000 Penalty: 2291.855713
	Iteration 0F: 2 clusters Score -1239201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1231358.875000 Penalty: 4583.711426
	Iteration 0F: 3 clusters Score -1231359 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1233456.625000 Penalty: 4583.711426
	Iteration 1F: 3 clusters Score -1233457 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1233715.375000 Penalty: 4583.711426
	Iteration 2F: 3 clusters Score -1233715 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1233928.375000 Penalty: 4583.711426
	Iteration 3Q: 3 clusters Score -1233928 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1234105.000000 Penalty: 4583.711426
	Iteration 4Q: 3 clusters Score -1234105 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1234281.250000 Penalty: 4583.711426
	Iteration 5Q: 3 clusters Score -1234281 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1234472.750000 Penalty: 4583.711426
	Iteration 6Q: 3 clusters Score -1234473 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1234726.250000 Penalty: 4583.711426
	Iteration 7Q: 3 clusters Score -1234726 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1235057.750000 Penalty: 4583.711426
	Iteration 8Q: 3 clusters Score -1235058 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1235463.875000 Penalty: 4583.711426
	Iteration 9F: 3 clusters Score -1235464 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1235904.625000 Penalty: 4583.711426
	Iteration 10F: 3 clusters Score -1235905 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1236312.125000 Penalty: 4583.711426
	Iteration 11F: 3 clusters Score -1236312 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1236649.500000 Penalty: 4583.711426
	Iteration 12Q: 3 clusters Score -1236650 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1236896.250000 Penalty: 4583.711426
	Iteration 13Q: 3 clusters Score -1236896 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1237077.250000 Penalty: 4583.711426
	Iteration 14Q: 3 clusters Score -1237077 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1237181.750000 Penalty: 4583.711426
	Iteration 15Q: 3 clusters Score -1237182 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1237248.625000 Penalty: 4583.711426
	Iteration 16Q: 3 clusters Score -1237249 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1237292.250000 Penalty: 4583.711426
	Iteration 17Q: 3 clusters Score -1237292 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1237331.375000 Penalty: 4583.711426
	Iteration 18Q: 3 clusters Score -1237331 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1237360.875000 Penalty: 4583.711426
	Iteration 19Q: 3 clusters Score -1237361 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1237388.000000 Penalty: 4583.711426
	Iteration 20F: 3 clusters Score -1237388 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1237403.375000 Penalty: 4583.711426
	Iteration 21Q: 3 clusters Score -1237403 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1237411.500000 Penalty: 4583.711426
	Iteration 22Q: 3 clusters Score -1237412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1237419.125000 Penalty: 4583.711426
	Iteration 23Q: 3 clusters Score -1237419 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1237422.500000 Penalty: 4583.711426
	Iteration 24Q: 3 clusters Score -1237422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1237433.625000 Penalty: 4583.711426
	Iteration 25Q: 3 clusters Score -1237434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1237444.750000 Penalty: 4583.711426
	Iteration 26Q: 3 clusters Score -1237445 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1237458.375000 Penalty: 4583.711426
	Iteration 27Q: 3 clusters Score -1237458 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1237468.375000 Penalty: 4583.711426
	Iteration 28Q: 3 clusters Score -1237468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1237475.125000 Penalty: 4583.711426
	Iteration 29Q: 3 clusters Score -1237475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1237479.500000 Penalty: 4583.711426
	Iteration 30Q: 3 clusters Score -1237480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1237480.500000 Penalty: 4583.711426
	Iteration 31Q: 3 clusters Score -1237480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1237484.875000 Penalty: 4583.711426
	Iteration 32Q: 3 clusters Score -1237485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1237491.875000 Penalty: 4583.711426
	Iteration 33Q: 3 clusters Score -1237492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1237496.125000 Penalty: 4583.711426
	Iteration 34Q: 3 clusters Score -1237496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1237499.000000 Penalty: 4583.711426
	Iteration 35Q: 3 clusters Score -1237499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1237501.750000 Penalty: 4583.711426
	Iteration 36Q: 3 clusters Score -1237502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1237507.375000 Penalty: 4583.711426
	Iteration 37Q: 3 clusters Score -1237507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1237508.125000 Penalty: 4583.711426
	Iteration 38Q: 3 clusters Score -1237508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1237511.375000 Penalty: 4583.711426
	Iteration 39Q: 3 clusters Score -1237511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1237519.125000 Penalty: 4583.711426
	Iteration 40F: 3 clusters Score -1237519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1237518.250000 Penalty: 4583.711426
	Iteration 41Q: 3 clusters Score -1237518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1237521.750000 Penalty: 4583.711426
	Iteration 42Q: 3 clusters Score -1237522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1237524.250000 Penalty: 4583.711426
	Iteration 43Q: 3 clusters Score -1237524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1237524.250000 Penalty: 4583.711426
	Iteration 44Q: 3 clusters Score -1237524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1237527.750000 Penalty: 4583.711426
	Iteration 45Q: 3 clusters Score -1237528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1237526.375000 Penalty: 4583.711426
	Iteration 46Q: 3 clusters Score -1237526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1237524.125000 Penalty: 4583.711426
	Iteration 47Q: 3 clusters Score -1237524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1237526.750000 Penalty: 4583.711426
	Iteration 48Q: 3 clusters Score -1237527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1237525.875000 Penalty: 4583.711426
	Iteration 49Q: 3 clusters Score -1237526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1237526.625000 Penalty: 4583.711426
	Iteration 50Q: 3 clusters Score -1237527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1237528.875000 Penalty: 4583.711426
	Iteration 51Q: 3 clusters Score -1237529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1237530.750000 Penalty: 4583.711426
	Iteration 52Q: 3 clusters Score -1237531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1237534.375000 Penalty: 4583.711426
	Iteration 53Q: 3 clusters Score -1237534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1237535.000000 Penalty: 4583.711426
	Iteration 54Q: 3 clusters Score -1237535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1237537.500000 Penalty: 4583.711426
	Iteration 55Q: 3 clusters Score -1237538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1237538.250000 Penalty: 4583.711426
	Iteration 56Q: 3 clusters Score -1237538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1237538.125000 Penalty: 4583.711426
	Iteration 57Q: 3 clusters Score -1237538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1237537.000000 Penalty: 4583.711426
	Iteration 58Q: 3 clusters Score -1237537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1237538.250000 Penalty: 4583.711426
	Iteration 59Q: 3 clusters Score -1237538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1237538.500000 Penalty: 4583.711426
	Iteration 60F: 3 clusters Score -1237538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1237543.625000 Penalty: 4583.711426
	Iteration 61Q: 3 clusters Score -1237544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1237544.750000 Penalty: 4583.711426
	Iteration 62Q: 3 clusters Score -1237545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1237544.875000 Penalty: 4583.711426
	Iteration 63Q: 3 clusters Score -1237545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1237546.250000 Penalty: 4583.711426
	Iteration 64Q: 3 clusters Score -1237546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1237546.250000 Penalty: 4583.711426
	Iteration 65Q: 3 clusters Score -1237546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1237546.500000 Penalty: 4583.711426
	Iteration 66Q: 3 clusters Score -1237546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1237546.500000 Penalty: 4583.711426
	Iteration 67F: 3 clusters Score -1237546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Entering Unmasked Estep 
Score: -5264190.500000 Penalty: 2649.155518
	Iteration 0F: 2 clusters Score -5264190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -5234778.000000 Penalty: 5298.311035
	Iteration 0F: 3 clusters Score -5234778 nChanged 20030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -5246067.500000 Penalty: 5298.311035
	Iteration 1F: 3 clusters Score -5246068 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -5246560.500000 Penalty: 5298.311035
	Iteration 2Q: 3 clusters Score -5246560 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -5247071.500000 Penalty: 5298.311035
	Iteration 3Q: 3 clusters Score -5247072 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -5247522.500000 Penalty: 5298.311035
	Iteration 4Q: 3 clusters Score -5247522 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -5248210.000000 Penalty: 5298.311035
	Iteration 5Q: 3 clusters Score -5248210 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -5249089.000000 Penalty: 5298.311035
	Iteration 6Q: 3 clusters Score -5249089 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -5250279.000000 Penalty: 5298.311035
	Iteration 7Q: 3 clusters Score -5250279 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -5251846.500000 Penalty: 5298.311035
	Iteration 8F: 3 clusters Score -5251846 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -5253738.000000 Penalty: 5298.311035
	Iteration 9F: 3 clusters Score -5253738 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -5255665.000000 Penalty: 5298.311035
	Iteration 10F: 3 clusters Score -5255665 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -5257400.000000 Penalty: 5298.311035
	Iteration 11Q: 3 clusters Score -5257400 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -5258602.000000 Penalty: 5298.311035
	Iteration 12Q: 3 clusters Score -5258602 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -5259515.500000 Penalty: 5298.311035
	Iteration 13Q: 3 clusters Score -5259516 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -5260138.500000 Penalty: 5298.311035
	Iteration 14Q: 3 clusters Score -5260138 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -5260537.500000 Penalty: 5298.311035
	Iteration 15Q: 3 clusters Score -5260538 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -5260825.500000 Penalty: 5298.311035
	Iteration 16Q: 3 clusters Score -5260826 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -5261064.000000 Penalty: 5298.311035
	Iteration 17Q: 3 clusters Score -5261064 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -5261222.500000 Penalty: 5298.311035
	Iteration 18Q: 3 clusters Score -5261222 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -5261359.500000 Penalty: 5298.311035
	Iteration 19Q: 3 clusters Score -5261360 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -5261460.500000 Penalty: 5298.311035
	Iteration 20F: 3 clusters Score -5261460 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -5261534.500000 Penalty: 5298.311035
	Iteration 21Q: 3 clusters Score -5261534 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -5261605.500000 Penalty: 5298.311035
	Iteration 22Q: 3 clusters Score -5261606 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -5261664.000000 Penalty: 5298.311035
	Iteration 23Q: 3 clusters Score -5261664 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -5261730.000000 Penalty: 5298.311035
	Iteration 24Q: 3 clusters Score -5261730 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -5261791.000000 Penalty: 5298.311035
	Iteration 25Q: 3 clusters Score -5261791 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -5261816.000000 Penalty: 5298.311035
	Iteration 26Q: 3 clusters Score -5261816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -5261836.500000 Penalty: 5298.311035
	Iteration 27Q: 3 clusters Score -5261836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -5261851.500000 Penalty: 5298.311035
	Iteration 28Q: 3 clusters Score -5261852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -5261868.000000 Penalty: 5298.311035
	Iteration 29Q: 3 clusters Score -5261868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -5261878.500000 Penalty: 5298.311035
	Iteration 30Q: 3 clusters Score -5261878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -5261881.000000 Penalty: 5298.311035
	Iteration 31Q: 3 clusters Score -5261881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -5261889.500000 Penalty: 5298.311035
	Iteration 32Q: 3 clusters Score -5261890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -5261898.000000 Penalty: 5298.311035
	Iteration 33Q: 3 clusters Score -5261898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -5261903.500000 Penalty: 5298.311035
	Iteration 34Q: 3 clusters Score -5261904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -5261908.000000 Penalty: 5298.311035
	Iteration 35Q: 3 clusters Score -5261908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -5261912.500000 Penalty: 5298.311035
	Iteration 36Q: 3 clusters Score -5261912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -5261911.000000 Penalty: 5298.311035
	Iteration 37Q: 3 clusters Score -5261911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -5261920.000000 Penalty: 5298.311035
	Iteration 38Q: 3 clusters Score -5261920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -5261926.500000 Penalty: 5298.311035
	Iteration 39Q: 3 clusters Score -5261926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -5261929.500000 Penalty: 5298.311035
	Iteration 40F: 3 clusters Score -5261930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -5261932.500000 Penalty: 5298.311035
	Iteration 41Q: 3 clusters Score -5261932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -5261932.500000 Penalty: 5298.311035
	Iteration 42Q: 3 clusters Score -5261932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -5261932.500000 Penalty: 5298.311035
	Iteration 43F: 3 clusters Score -5261932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Entering Unmasked Estep 
Score: -198231.875000 Penalty: 1840.748657
	Iteration 0F: 2 clusters Score -198231.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -195832.437500 Penalty: 3681.497314
	Iteration 0F: 3 clusters Score -195832.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -196213.703125 Penalty: 3681.497314
	Iteration 1F: 3 clusters Score -196213.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -196313.000000 Penalty: 3681.497314
	Iteration 2F: 3 clusters Score -196313 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -196382.437500 Penalty: 3681.497314
	Iteration 3Q: 3 clusters Score -196382.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -196414.671875 Penalty: 3681.497314
	Iteration 4Q: 3 clusters Score -196414.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -196429.484375 Penalty: 3681.497314
	Iteration 5Q: 3 clusters Score -196429.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -196441.125000 Penalty: 3681.497314
	Iteration 6Q: 3 clusters Score -196441.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -196450.921875 Penalty: 3681.497314
	Iteration 7Q: 3 clusters Score -196450.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -196456.578125 Penalty: 3681.497314
	Iteration 8Q: 3 clusters Score -196456.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -196458.968750 Penalty: 3681.497314
	Iteration 9Q: 3 clusters Score -196459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -196461.812500 Penalty: 3681.497314
	Iteration 10Q: 3 clusters Score -196461.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -196463.921875 Penalty: 3681.497314
	Iteration 11Q: 3 clusters Score -196463.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -196466.484375 Penalty: 3681.497314
	Iteration 12Q: 3 clusters Score -196466.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -196471.640625 Penalty: 3681.497314
	Iteration 13Q: 3 clusters Score -196471.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -196475.250000 Penalty: 3681.497314
	Iteration 14Q: 3 clusters Score -196475.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -196477.750000 Penalty: 3681.497314
	Iteration 15Q: 3 clusters Score -196477.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -196480.640625 Penalty: 3681.497314
	Iteration 16Q: 3 clusters Score -196480.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -196481.531250 Penalty: 3681.497314
	Iteration 17Q: 3 clusters Score -196481.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -196481.531250 Penalty: 3681.497314
	Iteration 18F: 3 clusters Score -196481.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Entering Unmasked Estep 
Score: -592987.625000 Penalty: 2106.898926
	Iteration 0F: 2 clusters Score -592987.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -588563.687500 Penalty: 4213.797852
	Iteration 0F: 3 clusters Score -588563.7 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -589553.375000 Penalty: 4213.797852
	Iteration 1F: 3 clusters Score -589553.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -589792.875000 Penalty: 4213.797852
	Iteration 2F: 3 clusters Score -589792.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -589963.437500 Penalty: 4213.797852
	Iteration 3F: 3 clusters Score -589963.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -590128.937500 Penalty: 4213.797852
	Iteration 4Q: 3 clusters Score -590128.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -590280.187500 Penalty: 4213.797852
	Iteration 5Q: 3 clusters Score -590280.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -590471.125000 Penalty: 4213.797852
	Iteration 6Q: 3 clusters Score -590471.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -590732.375000 Penalty: 4213.797852
	Iteration 7F: 3 clusters Score -590732.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -591033.937500 Penalty: 4213.797852
	Iteration 8F: 3 clusters Score -591033.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -591339.687500 Penalty: 4213.797852
	Iteration 9F: 3 clusters Score -591339.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -591598.750000 Penalty: 4213.797852
	Iteration 10F: 3 clusters Score -591598.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -591832.562500 Penalty: 4213.797852
	Iteration 11Q: 3 clusters Score -591832.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -592005.000000 Penalty: 4213.797852
	Iteration 12Q: 3 clusters Score -592005 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -592117.437500 Penalty: 4213.797852
	Iteration 13Q: 3 clusters Score -592117.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -592180.125000 Penalty: 4213.797852
	Iteration 14Q: 3 clusters Score -592180.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -592218.875000 Penalty: 4213.797852
	Iteration 15Q: 3 clusters Score -592218.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -592245.125000 Penalty: 4213.797852
	Iteration 16Q: 3 clusters Score -592245.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -592264.875000 Penalty: 4213.797852
	Iteration 17Q: 3 clusters Score -592264.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -592280.187500 Penalty: 4213.797852
	Iteration 18Q: 3 clusters Score -592280.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -592290.812500 Penalty: 4213.797852
	Iteration 19Q: 3 clusters Score -592290.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -592297.437500 Penalty: 4213.797852
	Iteration 20F: 3 clusters Score -592297.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -592298.312500 Penalty: 4213.797852
	Iteration 21Q: 3 clusters Score -592298.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -592298.312500 Penalty: 4213.797852
	Iteration 22F: 3 clusters Score -592298.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Entering Unmasked Estep 
Score: -3340738.750000 Penalty: 2534.734619
	Iteration 0F: 2 clusters Score -3340739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -3321798.500000 Penalty: 5069.469238
	Iteration 0F: 3 clusters Score -3321798 nChanged 12297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -3328381.000000 Penalty: 5069.469238
	Iteration 1F: 3 clusters Score -3328381 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -3328812.750000 Penalty: 5069.469238
	Iteration 2Q: 3 clusters Score -3328813 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -3329216.750000 Penalty: 5069.469238
	Iteration 3Q: 3 clusters Score -3329217 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -3329705.750000 Penalty: 5069.469238
	Iteration 4Q: 3 clusters Score -3329706 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -3330378.750000 Penalty: 5069.469238
	Iteration 5Q: 3 clusters Score -3330379 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -3331430.750000 Penalty: 5069.469238
	Iteration 6F: 3 clusters Score -3331431 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -3332915.500000 Penalty: 5069.469238
	Iteration 7F: 3 clusters Score -3332916 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -3334630.000000 Penalty: 5069.469238
	Iteration 8F: 3 clusters Score -3334630 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -3336197.000000 Penalty: 5069.469238
	Iteration 9F: 3 clusters Score -3336197 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -3337328.750000 Penalty: 5069.469238
	Iteration 10Q: 3 clusters Score -3337329 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -3337914.250000 Penalty: 5069.469238
	Iteration 11Q: 3 clusters Score -3337914 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -3338209.500000 Penalty: 5069.469238
	Iteration 12Q: 3 clusters Score -3338210 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -3338340.750000 Penalty: 5069.469238
	Iteration 13Q: 3 clusters Score -3338341 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -3338417.750000 Penalty: 5069.469238
	Iteration 14Q: 3 clusters Score -3338418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -3338475.000000 Penalty: 5069.469238
	Iteration 15Q: 3 clusters Score -3338475 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -3338515.250000 Penalty: 5069.469238
	Iteration 16Q: 3 clusters Score -3338515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -3338539.000000 Penalty: 5069.469238
	Iteration 17Q: 3 clusters Score -3338539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -3338548.750000 Penalty: 5069.469238
	Iteration 18Q: 3 clusters Score -3338549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -3338557.000000 Penalty: 5069.469238
	Iteration 19Q: 3 clusters Score -3338557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -3338563.500000 Penalty: 5069.469238
	Iteration 20F: 3 clusters Score -3338564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -3338565.750000 Penalty: 5069.469238
	Iteration 21Q: 3 clusters Score -3338566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -3338565.750000 Penalty: 5069.469238
	Iteration 22F: 3 clusters Score -3338566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Entering Unmasked Estep 
Score: -163778.203125 Penalty: 1816.636963
	Iteration 0F: 2 clusters Score -163778.2 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 732 members 
Entering Unmasked Estep 
Score: -161485.328125 Penalty: 3633.273926
	Iteration 0F: 3 clusters Score -161485.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -161955.343750 Penalty: 3633.273926
	Iteration 1F: 3 clusters Score -161955.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -162106.062500 Penalty: 3633.273926
	Iteration 2F: 3 clusters Score -162106.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -162201.468750 Penalty: 3633.273926
	Iteration 3Q: 3 clusters Score -162201.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -162291.812500 Penalty: 3633.273926
	Iteration 4Q: 3 clusters Score -162291.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -162363.984375 Penalty: 3633.273926
	Iteration 5Q: 3 clusters Score -162364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -162415.859375 Penalty: 3633.273926
	Iteration 6Q: 3 clusters Score -162415.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -162462.546875 Penalty: 3633.273926
	Iteration 7Q: 3 clusters Score -162462.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -162511.421875 Penalty: 3633.273926
	Iteration 8Q: 3 clusters Score -162511.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -162562.125000 Penalty: 3633.273926
	Iteration 9Q: 3 clusters Score -162562.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -162611.687500 Penalty: 3633.273926
	Iteration 10Q: 3 clusters Score -162611.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -162659.375000 Penalty: 3633.273926
	Iteration 11Q: 3 clusters Score -162659.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -162695.828125 Penalty: 3633.273926
	Iteration 12Q: 3 clusters Score -162695.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -162730.843750 Penalty: 3633.273926
	Iteration 13Q: 3 clusters Score -162730.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -162773.937500 Penalty: 3633.273926
	Iteration 14Q: 3 clusters Score -162773.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -162831.734375 Penalty: 3633.273926
	Iteration 15Q: 3 clusters Score -162831.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -162918.125000 Penalty: 3633.273926
	Iteration 16Q: 3 clusters Score -162918.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -163015.250000 Penalty: 3633.273926
	Iteration 17Q: 3 clusters Score -163015.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -163111.328125 Penalty: 3633.273926
	Iteration 18Q: 3 clusters Score -163111.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -163221.578125 Penalty: 3633.273926
	Iteration 19Q: 3 clusters Score -163221.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -163380.140625 Penalty: 3633.273926
	Iteration 20F: 3 clusters Score -163380.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -163513.671875 Penalty: 3633.273926
	Iteration 21Q: 3 clusters Score -163513.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -163550.171875 Penalty: 3633.273926
	Iteration 22Q: 3 clusters Score -163550.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -163571.515625 Penalty: 3633.273926
	Iteration 23Q: 3 clusters Score -163571.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -163585.359375 Penalty: 3633.273926
	Iteration 24Q: 3 clusters Score -163585.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -163599.984375 Penalty: 3633.273926
	Iteration 25Q: 3 clusters Score -163600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -163619.875000 Penalty: 3633.273926
	Iteration 26Q: 3 clusters Score -163619.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -163645.968750 Penalty: 3633.273926
	Iteration 27Q: 3 clusters Score -163646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -163670.765625 Penalty: 3633.273926
	Iteration 28Q: 3 clusters Score -163670.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -163684.750000 Penalty: 3633.273926
	Iteration 29Q: 3 clusters Score -163684.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -163691.718750 Penalty: 3633.273926
	Iteration 30Q: 3 clusters Score -163691.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -163700.984375 Penalty: 3633.273926
	Iteration 31Q: 3 clusters Score -163701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -163712.156250 Penalty: 3633.273926
	Iteration 32Q: 3 clusters Score -163712.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -163719.078125 Penalty: 3633.273926
	Iteration 33Q: 3 clusters Score -163719.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -163722.500000 Penalty: 3633.273926
	Iteration 34Q: 3 clusters Score -163722.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -163723.656250 Penalty: 3633.273926
	Iteration 35Q: 3 clusters Score -163723.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -163723.656250 Penalty: 3633.273926
	Iteration 36F: 3 clusters Score -163723.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -90269.000000 Penalty: 1670.767822
	Iteration 0F: 2 clusters Score -90269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -88469.828125 Penalty: 3341.535645
	Iteration 0F: 3 clusters Score -88469.83 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -88738.101562 Penalty: 3341.535645
	Iteration 1F: 3 clusters Score -88738.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -88880.453125 Penalty: 3341.535645
	Iteration 2F: 3 clusters Score -88880.45 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -89004.578125 Penalty: 3341.535645
	Iteration 3F: 3 clusters Score -89004.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -89102.875000 Penalty: 3341.535645
	Iteration 4Q: 3 clusters Score -89102.88 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -89221.468750 Penalty: 3341.535645
	Iteration 5Q: 3 clusters Score -89221.47 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -89465.671875 Penalty: 3341.535645
	Iteration 6F: 3 clusters Score -89465.67 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -89649.531250 Penalty: 3341.535645
	Iteration 7Q: 3 clusters Score -89649.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -89766.523438 Penalty: 3341.535645
	Iteration 8Q: 3 clusters Score -89766.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -89871.781250 Penalty: 3341.535645
	Iteration 9Q: 3 clusters Score -89871.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -89945.734375 Penalty: 3341.535645
	Iteration 10Q: 3 clusters Score -89945.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -89986.460938 Penalty: 3341.535645
	Iteration 11Q: 3 clusters Score -89986.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -90016.242188 Penalty: 3341.535645
	Iteration 12Q: 3 clusters Score -90016.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -90039.484375 Penalty: 3341.535645
	Iteration 13Q: 3 clusters Score -90039.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -90049.632812 Penalty: 3341.535645
	Iteration 14Q: 3 clusters Score -90049.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -90049.632812 Penalty: 3341.535645
	Iteration 15F: 3 clusters Score -90049.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Entering Unmasked Estep 
Score: -401229.531250 Penalty: 2012.649048
	Iteration 0F: 2 clusters Score -401229.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -397755.625000 Penalty: 4025.298096
	Iteration 0F: 3 clusters Score -397755.6 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -398432.968750 Penalty: 4025.298096
	Iteration 1F: 3 clusters Score -398433 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -398586.250000 Penalty: 4025.298096
	Iteration 2F: 3 clusters Score -398586.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -398689.000000 Penalty: 4025.298096
	Iteration 3Q: 3 clusters Score -398689 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -398763.281250 Penalty: 4025.298096
	Iteration 4Q: 3 clusters Score -398763.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -398808.093750 Penalty: 4025.298096
	Iteration 5Q: 3 clusters Score -398808.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -398843.562500 Penalty: 4025.298096
	Iteration 6Q: 3 clusters Score -398843.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -398871.312500 Penalty: 4025.298096
	Iteration 7Q: 3 clusters Score -398871.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -398896.750000 Penalty: 4025.298096
	Iteration 8Q: 3 clusters Score -398896.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -398916.593750 Penalty: 4025.298096
	Iteration 9Q: 3 clusters Score -398916.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -398934.437500 Penalty: 4025.298096
	Iteration 10Q: 3 clusters Score -398934.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -398942.375000 Penalty: 4025.298096
	Iteration 11Q: 3 clusters Score -398942.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -398948.500000 Penalty: 4025.298096
	Iteration 12Q: 3 clusters Score -398948.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -398952.937500 Penalty: 4025.298096
	Iteration 13Q: 3 clusters Score -398952.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -398958.812500 Penalty: 4025.298096
	Iteration 14Q: 3 clusters Score -398958.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -398960.656250 Penalty: 4025.298096
	Iteration 15Q: 3 clusters Score -398960.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -398964.000000 Penalty: 4025.298096
	Iteration 16Q: 3 clusters Score -398964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -398965.687500 Penalty: 4025.298096
	Iteration 17Q: 3 clusters Score -398965.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -398967.656250 Penalty: 4025.298096
	Iteration 18Q: 3 clusters Score -398967.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -398968.531250 Penalty: 4025.298096
	Iteration 19Q: 3 clusters Score -398968.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -398972.062500 Penalty: 4025.298096
	Iteration 20F: 3 clusters Score -398972.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -398971.750000 Penalty: 4025.298096
	Iteration 21Q: 3 clusters Score -398971.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -398972.968750 Penalty: 4025.298096
	Iteration 22Q: 3 clusters Score -398973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -398973.312500 Penalty: 4025.298096
	Iteration 23Q: 3 clusters Score -398973.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -398973.187500 Penalty: 4025.298096
	Iteration 24Q: 3 clusters Score -398973.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -398974.031250 Penalty: 4025.298096
	Iteration 25Q: 3 clusters Score -398974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -398974.031250 Penalty: 4025.298096
	Iteration 26F: 3 clusters Score -398974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Entering Unmasked Estep 
Score: -2990472.750000 Penalty: 2508.641357
	Iteration 0F: 2 clusters Score -2990473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2973385.500000 Penalty: 5017.282715
	Iteration 0F: 3 clusters Score -2973386 nChanged 11051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2979262.250000 Penalty: 5017.282715
	Iteration 1F: 3 clusters Score -2979262 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2979626.750000 Penalty: 5017.282715
	Iteration 2Q: 3 clusters Score -2979627 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2979942.000000 Penalty: 5017.282715
	Iteration 3Q: 3 clusters Score -2979942 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2980190.250000 Penalty: 5017.282715
	Iteration 4Q: 3 clusters Score -2980190 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2980384.500000 Penalty: 5017.282715
	Iteration 5Q: 3 clusters Score -2980384 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2980559.250000 Penalty: 5017.282715
	Iteration 6Q: 3 clusters Score -2980559 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2980709.250000 Penalty: 5017.282715
	Iteration 7Q: 3 clusters Score -2980709 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2980856.250000 Penalty: 5017.282715
	Iteration 8Q: 3 clusters Score -2980856 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2981023.750000 Penalty: 5017.282715
	Iteration 9Q: 3 clusters Score -2981024 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2981247.750000 Penalty: 5017.282715
	Iteration 10Q: 3 clusters Score -2981248 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2981568.000000 Penalty: 5017.282715
	Iteration 11Q: 3 clusters Score -2981568 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2981968.000000 Penalty: 5017.282715
	Iteration 12Q: 3 clusters Score -2981968 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2982555.000000 Penalty: 5017.282715
	Iteration 13Q: 3 clusters Score -2982555 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2983280.500000 Penalty: 5017.282715
	Iteration 14Q: 3 clusters Score -2983280 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2984103.500000 Penalty: 5017.282715
	Iteration 15Q: 3 clusters Score -2984104 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2984754.500000 Penalty: 5017.282715
	Iteration 16Q: 3 clusters Score -2984754 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2985188.250000 Penalty: 5017.282715
	Iteration 17Q: 3 clusters Score -2985188 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2985478.250000 Penalty: 5017.282715
	Iteration 18Q: 3 clusters Score -2985478 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2985677.250000 Penalty: 5017.282715
	Iteration 19Q: 3 clusters Score -2985677 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2985895.500000 Penalty: 5017.282715
	Iteration 20F: 3 clusters Score -2985896 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2986066.250000 Penalty: 5017.282715
	Iteration 21Q: 3 clusters Score -2986066 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -2986261.000000 Penalty: 5017.282715
	Iteration 22Q: 3 clusters Score -2986261 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -2986467.000000 Penalty: 5017.282715
	Iteration 23Q: 3 clusters Score -2986467 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2986660.750000 Penalty: 5017.282715
	Iteration 24Q: 3 clusters Score -2986661 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -2986806.000000 Penalty: 5017.282715
	Iteration 25Q: 3 clusters Score -2986806 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -2986939.500000 Penalty: 5017.282715
	Iteration 26Q: 3 clusters Score -2986940 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -2987073.750000 Penalty: 5017.282715
	Iteration 27Q: 3 clusters Score -2987074 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -2987212.750000 Penalty: 5017.282715
	Iteration 28Q: 3 clusters Score -2987213 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -2987354.250000 Penalty: 5017.282715
	Iteration 29Q: 3 clusters Score -2987354 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -2987462.750000 Penalty: 5017.282715
	Iteration 30Q: 3 clusters Score -2987463 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -2987590.250000 Penalty: 5017.282715
	Iteration 31Q: 3 clusters Score -2987590 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -2987713.000000 Penalty: 5017.282715
	Iteration 32Q: 3 clusters Score -2987713 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -2987826.250000 Penalty: 5017.282715
	Iteration 33Q: 3 clusters Score -2987826 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -2987916.000000 Penalty: 5017.282715
	Iteration 34Q: 3 clusters Score -2987916 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -2987975.500000 Penalty: 5017.282715
	Iteration 35Q: 3 clusters Score -2987976 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -2988038.500000 Penalty: 5017.282715
	Iteration 36Q: 3 clusters Score -2988038 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -2988083.500000 Penalty: 5017.282715
	Iteration 37Q: 3 clusters Score -2988084 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -2988121.750000 Penalty: 5017.282715
	Iteration 38Q: 3 clusters Score -2988122 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -2988159.250000 Penalty: 5017.282715
	Iteration 39Q: 3 clusters Score -2988159 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -2988191.250000 Penalty: 5017.282715
	Iteration 40F: 3 clusters Score -2988191 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -2988207.250000 Penalty: 5017.282715
	Iteration 41Q: 3 clusters Score -2988207 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -2988212.250000 Penalty: 5017.282715
	Iteration 42Q: 3 clusters Score -2988212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -2988230.000000 Penalty: 5017.282715
	Iteration 43Q: 3 clusters Score -2988230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -2988246.500000 Penalty: 5017.282715
	Iteration 44Q: 3 clusters Score -2988246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -2988248.250000 Penalty: 5017.282715
	Iteration 45Q: 3 clusters Score -2988248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -2988255.500000 Penalty: 5017.282715
	Iteration 46Q: 3 clusters Score -2988256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -2988262.000000 Penalty: 5017.282715
	Iteration 47Q: 3 clusters Score -2988262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -2988265.250000 Penalty: 5017.282715
	Iteration 48Q: 3 clusters Score -2988265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -2988267.750000 Penalty: 5017.282715
	Iteration 49Q: 3 clusters Score -2988268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -2988267.750000 Penalty: 5017.282715
	Iteration 50Q: 3 clusters Score -2988268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -2988274.250000 Penalty: 5017.282715
	Iteration 51Q: 3 clusters Score -2988274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -2988269.000000 Penalty: 5017.282715
	Iteration 52Q: 3 clusters Score -2988269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -2988273.750000 Penalty: 5017.282715
	Iteration 53Q: 3 clusters Score -2988274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -2988273.250000 Penalty: 5017.282715
	Iteration 54Q: 3 clusters Score -2988273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -2988271.250000 Penalty: 5017.282715
	Iteration 55Q: 3 clusters Score -2988271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -2988272.500000 Penalty: 5017.282715
	Iteration 56Q: 3 clusters Score -2988272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -2988273.500000 Penalty: 5017.282715
	Iteration 57Q: 3 clusters Score -2988274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -2988277.000000 Penalty: 5017.282715
	Iteration 58Q: 3 clusters Score -2988277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -2988277.000000 Penalty: 5017.282715
	Iteration 59F: 3 clusters Score -2988277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Entering Unmasked Estep 
Score: -2164720.250000 Penalty: 2428.540039
	Iteration 0F: 2 clusters Score -2164720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2152013.000000 Penalty: 4857.080078
	Iteration 0F: 3 clusters Score -2152013 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2156175.250000 Penalty: 4857.080078
	Iteration 1F: 3 clusters Score -2156175 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2156549.000000 Penalty: 4857.080078
	Iteration 2F: 3 clusters Score -2156549 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2156819.250000 Penalty: 4857.080078
	Iteration 3Q: 3 clusters Score -2156819 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2157063.000000 Penalty: 4857.080078
	Iteration 4Q: 3 clusters Score -2157063 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2157292.000000 Penalty: 4857.080078
	Iteration 5Q: 3 clusters Score -2157292 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2157541.750000 Penalty: 4857.080078
	Iteration 6Q: 3 clusters Score -2157542 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2157808.000000 Penalty: 4857.080078
	Iteration 7Q: 3 clusters Score -2157808 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2158113.250000 Penalty: 4857.080078
	Iteration 8Q: 3 clusters Score -2158113 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2158534.750000 Penalty: 4857.080078
	Iteration 9Q: 3 clusters Score -2158535 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -2159103.750000 Penalty: 4857.080078
	Iteration 10Q: 3 clusters Score -2159104 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2159800.500000 Penalty: 4857.080078
	Iteration 11F: 3 clusters Score -2159800 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2160549.750000 Penalty: 4857.080078
	Iteration 12F: 3 clusters Score -2160550 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2161257.000000 Penalty: 4857.080078
	Iteration 13Q: 3 clusters Score -2161257 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2161756.250000 Penalty: 4857.080078
	Iteration 14Q: 3 clusters Score -2161756 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2162178.000000 Penalty: 4857.080078
	Iteration 15Q: 3 clusters Score -2162178 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2162526.750000 Penalty: 4857.080078
	Iteration 16Q: 3 clusters Score -2162527 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2162762.750000 Penalty: 4857.080078
	Iteration 17Q: 3 clusters Score -2162763 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2162886.500000 Penalty: 4857.080078
	Iteration 18Q: 3 clusters Score -2162886 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2162958.000000 Penalty: 4857.080078
	Iteration 19Q: 3 clusters Score -2162958 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2162983.750000 Penalty: 4857.080078
	Iteration 20F: 3 clusters Score -2162984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2163002.500000 Penalty: 4857.080078
	Iteration 21Q: 3 clusters Score -2163002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2163016.500000 Penalty: 4857.080078
	Iteration 22Q: 3 clusters Score -2163016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2163032.750000 Penalty: 4857.080078
	Iteration 23Q: 3 clusters Score -2163033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2163044.500000 Penalty: 4857.080078
	Iteration 24Q: 3 clusters Score -2163044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2163045.500000 Penalty: 4857.080078
	Iteration 25Q: 3 clusters Score -2163046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2163047.250000 Penalty: 4857.080078
	Iteration 26Q: 3 clusters Score -2163047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2163048.000000 Penalty: 4857.080078
	Iteration 27Q: 3 clusters Score -2163048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2163048.000000 Penalty: 4857.080078
	Iteration 28F: 3 clusters Score -2163048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -31524.550781 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -31524.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30254.078125 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -30254.08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30416.964844 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -30416.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30479.554688 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -30479.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30513.406250 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -30513.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30531.408203 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -30531.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30531.408203 Penalty: 2868.777344
	Iteration 5F: 3 clusters Score -30531.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Entering Unmasked Estep 
Score: -260140.640625 Penalty: 1918.604126
	Iteration 0F: 2 clusters Score -260140.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -257374.437500 Penalty: 3837.208252
	Iteration 0F: 3 clusters Score -257374.4 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -257955.515625 Penalty: 3837.208252
	Iteration 1F: 3 clusters Score -257955.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -258177.406250 Penalty: 3837.208252
	Iteration 2F: 3 clusters Score -258177.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -258293.453125 Penalty: 3837.208252
	Iteration 3F: 3 clusters Score -258293.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -258407.828125 Penalty: 3837.208252
	Iteration 4Q: 3 clusters Score -258407.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -258501.203125 Penalty: 3837.208252
	Iteration 5Q: 3 clusters Score -258501.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -258617.640625 Penalty: 3837.208252
	Iteration 6Q: 3 clusters Score -258617.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -258768.937500 Penalty: 3837.208252
	Iteration 7Q: 3 clusters Score -258768.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -258869.390625 Penalty: 3837.208252
	Iteration 8Q: 3 clusters Score -258869.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -258944.625000 Penalty: 3837.208252
	Iteration 9Q: 3 clusters Score -258944.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -259020.234375 Penalty: 3837.208252
	Iteration 10Q: 3 clusters Score -259020.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -259095.718750 Penalty: 3837.208252
	Iteration 11Q: 3 clusters Score -259095.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -259174.375000 Penalty: 3837.208252
	Iteration 12Q: 3 clusters Score -259174.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -259227.859375 Penalty: 3837.208252
	Iteration 13Q: 3 clusters Score -259227.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -259267.296875 Penalty: 3837.208252
	Iteration 14Q: 3 clusters Score -259267.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -259303.140625 Penalty: 3837.208252
	Iteration 15Q: 3 clusters Score -259303.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -259335.421875 Penalty: 3837.208252
	Iteration 16Q: 3 clusters Score -259335.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -259358.843750 Penalty: 3837.208252
	Iteration 17Q: 3 clusters Score -259358.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -259374.328125 Penalty: 3837.208252
	Iteration 18Q: 3 clusters Score -259374.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -259383.421875 Penalty: 3837.208252
	Iteration 19Q: 3 clusters Score -259383.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -259393.140625 Penalty: 3837.208252
	Iteration 20F: 3 clusters Score -259393.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -259401.890625 Penalty: 3837.208252
	Iteration 21Q: 3 clusters Score -259401.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -259411.000000 Penalty: 3837.208252
	Iteration 22Q: 3 clusters Score -259411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -259429.343750 Penalty: 3837.208252
	Iteration 23Q: 3 clusters Score -259429.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -259446.406250 Penalty: 3837.208252
	Iteration 24Q: 3 clusters Score -259446.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -259459.312500 Penalty: 3837.208252
	Iteration 25Q: 3 clusters Score -259459.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -259469.000000 Penalty: 3837.208252
	Iteration 26Q: 3 clusters Score -259469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -259475.187500 Penalty: 3837.208252
	Iteration 27Q: 3 clusters Score -259475.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -259477.562500 Penalty: 3837.208252
	Iteration 28Q: 3 clusters Score -259477.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -259483.046875 Penalty: 3837.208252
	Iteration 29Q: 3 clusters Score -259483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -259484.250000 Penalty: 3837.208252
	Iteration 30Q: 3 clusters Score -259484.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -259484.515625 Penalty: 3837.208252
	Iteration 31Q: 3 clusters Score -259484.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -259484.515625 Penalty: 3837.208252
	Iteration 32F: 3 clusters Score -259484.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (70791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70791 members 
Entering Unmasked Estep 
Score: -8508698.000000 Penalty: 2769.536865
	Iteration 0F: 2 clusters Score -8508698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -8461322.000000 Penalty: 5539.073730
	Iteration 0F: 3 clusters Score -8461322 nChanged 33107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -8480050.000000 Penalty: 5539.073730
	Iteration 1F: 3 clusters Score -8480050 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -8480759.000000 Penalty: 5539.073730
	Iteration 2Q: 3 clusters Score -8480759 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -8481454.000000 Penalty: 5539.073730
	Iteration 3Q: 3 clusters Score -8481454 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -8482288.000000 Penalty: 5539.073730
	Iteration 4Q: 3 clusters Score -8482288 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -8483335.000000 Penalty: 5539.073730
	Iteration 5Q: 3 clusters Score -8483335 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -8484650.000000 Penalty: 5539.073730
	Iteration 6Q: 3 clusters Score -8484650 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -8486213.000000 Penalty: 5539.073730
	Iteration 7Q: 3 clusters Score -8486213 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -8488094.000000 Penalty: 5539.073730
	Iteration 8Q: 3 clusters Score -8488094 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -8490359.000000 Penalty: 5539.073730
	Iteration 9F: 3 clusters Score -8490359 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -8492760.000000 Penalty: 5539.073730
	Iteration 10F: 3 clusters Score -8492760 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -8494875.000000 Penalty: 5539.073730
	Iteration 11F: 3 clusters Score -8494875 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -8496413.000000 Penalty: 5539.073730
	Iteration 12Q: 3 clusters Score -8496413 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -8497161.000000 Penalty: 5539.073730
	Iteration 13Q: 3 clusters Score -8497161 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -8497621.000000 Penalty: 5539.073730
	Iteration 14Q: 3 clusters Score -8497621 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -8497977.000000 Penalty: 5539.073730
	Iteration 15Q: 3 clusters Score -8497977 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -8498246.000000 Penalty: 5539.073730
	Iteration 16Q: 3 clusters Score -8498246 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -8498492.000000 Penalty: 5539.073730
	Iteration 17Q: 3 clusters Score -8498492 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -8498785.000000 Penalty: 5539.073730
	Iteration 18Q: 3 clusters Score -8498785 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -8499064.000000 Penalty: 5539.073730
	Iteration 19Q: 3 clusters Score -8499064 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -8499402.000000 Penalty: 5539.073730
	Iteration 20F: 3 clusters Score -8499402 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -8499756.000000 Penalty: 5539.073730
	Iteration 21Q: 3 clusters Score -8499756 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -8500108.000000 Penalty: 5539.073730
	Iteration 22Q: 3 clusters Score -8500108 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -8500541.000000 Penalty: 5539.073730
	Iteration 23Q: 3 clusters Score -8500541 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -8500947.000000 Penalty: 5539.073730
	Iteration 24Q: 3 clusters Score -8500947 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48542 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -8501340.000000 Penalty: 5539.073730
	Iteration 25Q: 3 clusters Score -8501340 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -8501784.000000 Penalty: 5539.073730
	Iteration 26Q: 3 clusters Score -8501784 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -8502292.000000 Penalty: 5539.073730
	Iteration 27Q: 3 clusters Score -8502292 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52073 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -8502689.000000 Penalty: 5539.073730
	Iteration 28Q: 3 clusters Score -8502689 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53191 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -8503063.000000 Penalty: 5539.073730
	Iteration 29Q: 3 clusters Score -8503063 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54345 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -8503497.000000 Penalty: 5539.073730
	Iteration 30Q: 3 clusters Score -8503497 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55400 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -8503894.000000 Penalty: 5539.073730
	Iteration 31Q: 3 clusters Score -8503894 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56379 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -8504278.000000 Penalty: 5539.073730
	Iteration 32Q: 3 clusters Score -8504278 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57355 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -8504703.000000 Penalty: 5539.073730
	Iteration 33Q: 3 clusters Score -8504703 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58245 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -8505045.000000 Penalty: 5539.073730
	Iteration 34Q: 3 clusters Score -8505045 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59075 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -8505421.000000 Penalty: 5539.073730
	Iteration 35Q: 3 clusters Score -8505421 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59818 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -8505789.000000 Penalty: 5539.073730
	Iteration 36Q: 3 clusters Score -8505789 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -8506163.000000 Penalty: 5539.073730
	Iteration 37Q: 3 clusters Score -8506163 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61015 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -8506447.000000 Penalty: 5539.073730
	Iteration 38Q: 3 clusters Score -8506447 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61469 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -8506640.000000 Penalty: 5539.073730
	Iteration 39Q: 3 clusters Score -8506640 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61848 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -8506977.000000 Penalty: 5539.073730
	Iteration 40F: 3 clusters Score -8506977 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62306 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -8507357.000000 Penalty: 5539.073730
	Iteration 41Q: 3 clusters Score -8507357 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -8507538.000000 Penalty: 5539.073730
	Iteration 42Q: 3 clusters Score -8507538 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63014 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -8507632.000000 Penalty: 5539.073730
	Iteration 43Q: 3 clusters Score -8507632 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -8507717.000000 Penalty: 5539.073730
	Iteration 44Q: 3 clusters Score -8507717 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63553 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -8507793.000000 Penalty: 5539.073730
	Iteration 45Q: 3 clusters Score -8507793 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63768 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -8507834.000000 Penalty: 5539.073730
	Iteration 46Q: 3 clusters Score -8507834 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63954 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -8507878.000000 Penalty: 5539.073730
	Iteration 47Q: 3 clusters Score -8507878 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64127 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -8507947.000000 Penalty: 5539.073730
	Iteration 48Q: 3 clusters Score -8507947 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64292 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -8507964.000000 Penalty: 5539.073730
	Iteration 49Q: 3 clusters Score -8507964 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64451 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -8507996.000000 Penalty: 5539.073730
	Iteration 50Q: 3 clusters Score -8507996 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64593 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -8508018.000000 Penalty: 5539.073730
	Iteration 51Q: 3 clusters Score -8508018 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64717 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -8508037.000000 Penalty: 5539.073730
	Iteration 52Q: 3 clusters Score -8508037 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64836 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -8508042.000000 Penalty: 5539.073730
	Iteration 53Q: 3 clusters Score -8508042 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64946 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -8508070.000000 Penalty: 5539.073730
	Iteration 54Q: 3 clusters Score -8508070 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65039 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -8508068.000000 Penalty: 5539.073730
	Iteration 55Q: 3 clusters Score -8508068 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -8508084.000000 Penalty: 5539.073730
	Iteration 56Q: 3 clusters Score -8508084 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -8508100.000000 Penalty: 5539.073730
	Iteration 57Q: 3 clusters Score -8508100 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65262 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -8508095.000000 Penalty: 5539.073730
	Iteration 58Q: 3 clusters Score -8508095 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65322 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -8508101.000000 Penalty: 5539.073730
	Iteration 59Q: 3 clusters Score -8508101 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65373 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -8508103.000000 Penalty: 5539.073730
	Iteration 60F: 3 clusters Score -8508103 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65405 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -8508113.000000 Penalty: 5539.073730
	Iteration 61Q: 3 clusters Score -8508113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65425 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -8508110.000000 Penalty: 5539.073730
	Iteration 62Q: 3 clusters Score -8508110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65452 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -8508104.000000 Penalty: 5539.073730
	Iteration 63Q: 3 clusters Score -8508104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65465 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -8508106.000000 Penalty: 5539.073730
	Iteration 64Q: 3 clusters Score -8508106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -8508123.000000 Penalty: 5539.073730
	Iteration 65Q: 3 clusters Score -8508123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65489 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -8508123.000000 Penalty: 5539.073730
	Iteration 66Q: 3 clusters Score -8508123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65501 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -8508127.000000 Penalty: 5539.073730
	Iteration 67Q: 3 clusters Score -8508127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65509 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -8508138.000000 Penalty: 5539.073730
	Iteration 68Q: 3 clusters Score -8508138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65515 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -8508128.000000 Penalty: 5539.073730
	Iteration 69Q: 3 clusters Score -8508128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65521 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -8508131.000000 Penalty: 5539.073730
	Iteration 70Q: 3 clusters Score -8508131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65523 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -8508132.000000 Penalty: 5539.073730
	Iteration 71Q: 3 clusters Score -8508132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65528 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -8508130.000000 Penalty: 5539.073730
	Iteration 72Q: 3 clusters Score -8508130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65535 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -8508132.000000 Penalty: 5539.073730
	Iteration 73Q: 3 clusters Score -8508132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65545 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -8508129.000000 Penalty: 5539.073730
	Iteration 74Q: 3 clusters Score -8508129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65551 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -8508120.000000 Penalty: 5539.073730
	Iteration 75Q: 3 clusters Score -8508120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65560 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -8508119.000000 Penalty: 5539.073730
	Iteration 76Q: 3 clusters Score -8508119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65566 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -8508120.000000 Penalty: 5539.073730
	Iteration 77Q: 3 clusters Score -8508120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65571 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -8508118.000000 Penalty: 5539.073730
	Iteration 78Q: 3 clusters Score -8508118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65575 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -8508121.000000 Penalty: 5539.073730
	Iteration 79Q: 3 clusters Score -8508121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65580 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -8508128.000000 Penalty: 5539.073730
	Iteration 80F: 3 clusters Score -8508128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65583 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -8508128.000000 Penalty: 5539.073730
	Iteration 81Q: 3 clusters Score -8508128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65584 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -8508127.000000 Penalty: 5539.073730
	Iteration 82Q: 3 clusters Score -8508127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65585 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -8508127.000000 Penalty: 5539.073730
	Iteration 83Q: 3 clusters Score -8508127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65587 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -8508121.000000 Penalty: 5539.073730
	Iteration 84Q: 3 clusters Score -8508121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65588 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -8508122.000000 Penalty: 5539.073730
	Iteration 85Q: 3 clusters Score -8508122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65588 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -8508122.000000 Penalty: 5539.073730
	Iteration 86F: 3 clusters Score -8508122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (221383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221383 members 
Entering Unmasked Estep 
Score: -26368652.000000 Penalty: 3052.297119
	Iteration 0F: 2 clusters Score -2.636865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110712 members 
Mstep: Class 2 contains 110671 members 
Entering Unmasked Estep 
Score: -26231010.000000 Penalty: 6104.594238
	Iteration 0F: 3 clusters Score -2.623101e+07 nChanged 106871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112407 members 
Mstep: Class 2 contains 108976 members 
Entering Unmasked Estep 
Score: -26294122.000000 Penalty: 6104.594238
	Iteration 1F: 3 clusters Score -2.629412e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113277 members 
Mstep: Class 2 contains 108106 members 
Entering Unmasked Estep 
Score: -26295298.000000 Penalty: 6104.594238
	Iteration 2Q: 3 clusters Score -2.62953e+07 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114574 members 
Mstep: Class 2 contains 106809 members 
Entering Unmasked Estep 
Score: -26296906.000000 Penalty: 6104.594238
	Iteration 3Q: 3 clusters Score -2.629691e+07 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116286 members 
Mstep: Class 2 contains 105097 members 
Entering Unmasked Estep 
Score: -26299260.000000 Penalty: 6104.594238
	Iteration 4Q: 3 clusters Score -2.629926e+07 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118372 members 
Mstep: Class 2 contains 103011 members 
Entering Unmasked Estep 
Score: -26303192.000000 Penalty: 6104.594238
	Iteration 5Q: 3 clusters Score -2.630319e+07 nChanged 12368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120980 members 
Mstep: Class 2 contains 100403 members 
Entering Unmasked Estep 
Score: -26309604.000000 Penalty: 6104.594238
	Iteration 6F: 3 clusters Score -2.63096e+07 nChanged 14961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123865 members 
Mstep: Class 2 contains 97518 members 
Entering Unmasked Estep 
Score: -26318702.000000 Penalty: 6104.594238
	Iteration 7F: 3 clusters Score -2.63187e+07 nChanged 16197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126302 members 
Mstep: Class 2 contains 95081 members 
Entering Unmasked Estep 
Score: -26330042.000000 Penalty: 6104.594238
	Iteration 8F: 3 clusters Score -2.633004e+07 nChanged 16281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127361 members 
Mstep: Class 2 contains 94022 members 
Entering Unmasked Estep 
Score: -26341360.000000 Penalty: 6104.594238
	Iteration 9F: 3 clusters Score -2.634136e+07 nChanged 13513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126842 members 
Mstep: Class 2 contains 94541 members 
Entering Unmasked Estep 
Score: -26347788.000000 Penalty: 6104.594238
	Iteration 10F: 3 clusters Score -2.634779e+07 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125276 members 
Mstep: Class 2 contains 96107 members 
Entering Unmasked Estep 
Score: -26350358.000000 Penalty: 6104.594238
	Iteration 11Q: 3 clusters Score -2.635036e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123172 members 
Mstep: Class 2 contains 98211 members 
Entering Unmasked Estep 
Score: -26351410.000000 Penalty: 6104.594238
	Iteration 12Q: 3 clusters Score -2.635141e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120699 members 
Mstep: Class 2 contains 100684 members 
Entering Unmasked Estep 
Score: -26352352.000000 Penalty: 6104.594238
	Iteration 13Q: 3 clusters Score -2.635235e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 2 contains 103502 members 
Entering Unmasked Estep 
Score: -26353180.000000 Penalty: 6104.594238
	Iteration 14Q: 3 clusters Score -2.635318e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114997 members 
Mstep: Class 2 contains 106386 members 
Entering Unmasked Estep 
Score: -26353976.000000 Penalty: 6104.594238
	Iteration 15Q: 3 clusters Score -2.635398e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112027 members 
Mstep: Class 2 contains 109356 members 
Entering Unmasked Estep 
Score: -26354484.000000 Penalty: 6104.594238
	Iteration 16Q: 3 clusters Score -2.635448e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109105 members 
Mstep: Class 2 contains 112278 members 
Entering Unmasked Estep 
Score: -26354760.000000 Penalty: 6104.594238
	Iteration 17Q: 3 clusters Score -2.635476e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106273 members 
Mstep: Class 2 contains 115110 members 
Entering Unmasked Estep 
Score: -26355056.000000 Penalty: 6104.594238
	Iteration 18Q: 3 clusters Score -2.635506e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103500 members 
Mstep: Class 2 contains 117883 members 
Entering Unmasked Estep 
Score: -26355082.000000 Penalty: 6104.594238
	Iteration 19Q: 3 clusters Score -2.635508e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100771 members 
Mstep: Class 2 contains 120612 members 
Entering Unmasked Estep 
Score: -26355176.000000 Penalty: 6104.594238
	Iteration 20F: 3 clusters Score -2.635518e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98134 members 
Mstep: Class 2 contains 123249 members 
Entering Unmasked Estep 
Score: -26355160.000000 Penalty: 6104.594238
	Iteration 21Q: 3 clusters Score -2.635516e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95657 members 
Mstep: Class 2 contains 125726 members 
Entering Unmasked Estep 
Score: -26355174.000000 Penalty: 6104.594238
	Iteration 22Q: 3 clusters Score -2.635517e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93412 members 
Mstep: Class 2 contains 127971 members 
Entering Unmasked Estep 
Score: -26355054.000000 Penalty: 6104.594238
	Iteration 23Q: 3 clusters Score -2.635505e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91273 members 
Mstep: Class 2 contains 130110 members 
Entering Unmasked Estep 
Score: -26354918.000000 Penalty: 6104.594238
	Iteration 24Q: 3 clusters Score -2.635492e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89034 members 
Mstep: Class 2 contains 132349 members 
Entering Unmasked Estep 
Score: -26354870.000000 Penalty: 6104.594238
	Iteration 25Q: 3 clusters Score -2.635487e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86672 members 
Mstep: Class 2 contains 134711 members 
Entering Unmasked Estep 
Score: -26354726.000000 Penalty: 6104.594238
	Iteration 26Q: 3 clusters Score -2.635473e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84242 members 
Mstep: Class 2 contains 137141 members 
Entering Unmasked Estep 
Score: -26354504.000000 Penalty: 6104.594238
	Iteration 27Q: 3 clusters Score -2.63545e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81774 members 
Mstep: Class 2 contains 139609 members 
Entering Unmasked Estep 
Score: -26354322.000000 Penalty: 6104.594238
	Iteration 28Q: 3 clusters Score -2.635432e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79250 members 
Mstep: Class 2 contains 142133 members 
Entering Unmasked Estep 
Score: -26354102.000000 Penalty: 6104.594238
	Iteration 29Q: 3 clusters Score -2.63541e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76638 members 
Mstep: Class 2 contains 144745 members 
Entering Unmasked Estep 
Score: -26353846.000000 Penalty: 6104.594238
	Iteration 30Q: 3 clusters Score -2.635385e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74009 members 
Mstep: Class 2 contains 147374 members 
Entering Unmasked Estep 
Score: -26353626.000000 Penalty: 6104.594238
	Iteration 31Q: 3 clusters Score -2.635363e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71416 members 
Mstep: Class 2 contains 149967 members 
Entering Unmasked Estep 
Score: -26353580.000000 Penalty: 6104.594238
	Iteration 32Q: 3 clusters Score -2.635358e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68792 members 
Mstep: Class 2 contains 152591 members 
Entering Unmasked Estep 
Score: -26353538.000000 Penalty: 6104.594238
	Iteration 33Q: 3 clusters Score -2.635354e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66117 members 
Mstep: Class 2 contains 155266 members 
Entering Unmasked Estep 
Score: -26353392.000000 Penalty: 6104.594238
	Iteration 34Q: 3 clusters Score -2.635339e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63398 members 
Mstep: Class 2 contains 157985 members 
Entering Unmasked Estep 
Score: -26353248.000000 Penalty: 6104.594238
	Iteration 35Q: 3 clusters Score -2.635325e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60686 members 
Mstep: Class 2 contains 160697 members 
Entering Unmasked Estep 
Score: -26353380.000000 Penalty: 6104.594238
	Iteration 36Q: 3 clusters Score -2.635338e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57921 members 
Mstep: Class 2 contains 163462 members 
Entering Unmasked Estep 
Score: -26353396.000000 Penalty: 6104.594238
	Iteration 37Q: 3 clusters Score -2.63534e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 2 contains 166082 members 
Entering Unmasked Estep 
Score: -26353444.000000 Penalty: 6104.594238
	Iteration 38Q: 3 clusters Score -2.635344e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52708 members 
Mstep: Class 2 contains 168675 members 
Entering Unmasked Estep 
Score: -26353490.000000 Penalty: 6104.594238
	Iteration 39Q: 3 clusters Score -2.635349e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50036 members 
Mstep: Class 2 contains 171347 members 
Entering Unmasked Estep 
Score: -26353624.000000 Penalty: 6104.594238
	Iteration 40F: 3 clusters Score -2.635362e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 174065 members 
Entering Unmasked Estep 
Score: -26353818.000000 Penalty: 6104.594238
	Iteration 41Q: 3 clusters Score -2.635382e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 176887 members 
Entering Unmasked Estep 
Score: -26354212.000000 Penalty: 6104.594238
	Iteration 42Q: 3 clusters Score -2.635421e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 179785 members 
Entering Unmasked Estep 
Score: -26354632.000000 Penalty: 6104.594238
	Iteration 43Q: 3 clusters Score -2.635463e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 182678 members 
Entering Unmasked Estep 
Score: -26354968.000000 Penalty: 6104.594238
	Iteration 44Q: 3 clusters Score -2.635497e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 185716 members 
Entering Unmasked Estep 
Score: -26355364.000000 Penalty: 6104.594238
	Iteration 45Q: 3 clusters Score -2.635536e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 188772 members 
Entering Unmasked Estep 
Score: -26355976.000000 Penalty: 6104.594238
	Iteration 46Q: 3 clusters Score -2.635598e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 191882 members 
Entering Unmasked Estep 
Score: -26357896.000000 Penalty: 6104.594238
	Iteration 47Q: 3 clusters Score -2.63579e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 194794 members 
Entering Unmasked Estep 
Score: -26359866.000000 Penalty: 6104.594238
	Iteration 48Q: 3 clusters Score -2.635987e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 197524 members 
Entering Unmasked Estep 
Score: -26361432.000000 Penalty: 6104.594238
	Iteration 49Q: 3 clusters Score -2.636143e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 200195 members 
Entering Unmasked Estep 
Score: -26362832.000000 Penalty: 6104.594238
	Iteration 50Q: 3 clusters Score -2.636283e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 202698 members 
Entering Unmasked Estep 
Score: -26363978.000000 Penalty: 6104.594238
	Iteration 51Q: 3 clusters Score -2.636398e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 205053 members 
Entering Unmasked Estep 
Score: -26364852.000000 Penalty: 6104.594238
	Iteration 52Q: 3 clusters Score -2.636485e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 207191 members 
Entering Unmasked Estep 
Score: -26365744.000000 Penalty: 6104.594238
	Iteration 53Q: 3 clusters Score -2.636574e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 209174 members 
Entering Unmasked Estep 
Score: -26366452.000000 Penalty: 6104.594238
	Iteration 54Q: 3 clusters Score -2.636645e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 210936 members 
Entering Unmasked Estep 
Score: -26366866.000000 Penalty: 6104.594238
	Iteration 55Q: 3 clusters Score -2.636687e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 212563 members 
Entering Unmasked Estep 
Score: -26367124.000000 Penalty: 6104.594238
	Iteration 56Q: 3 clusters Score -2.636712e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 214041 members 
Entering Unmasked Estep 
Score: -26367232.000000 Penalty: 6104.594238
	Iteration 57Q: 3 clusters Score -2.636723e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 215241 members 
Entering Unmasked Estep 
Score: -26367332.000000 Penalty: 6104.594238
	Iteration 58Q: 3 clusters Score -2.636733e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 216231 members 
Entering Unmasked Estep 
Score: -26367280.000000 Penalty: 6104.594238
	Iteration 59Q: 3 clusters Score -2.636728e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 217064 members 
Entering Unmasked Estep 
Score: -26367232.000000 Penalty: 6104.594238
	Iteration 60F: 3 clusters Score -2.636723e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 217747 members 
Entering Unmasked Estep 
Score: -26367268.000000 Penalty: 6104.594238
	Iteration 61Q: 3 clusters Score -2.636727e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 218257 members 
Entering Unmasked Estep 
Score: -26367314.000000 Penalty: 6104.594238
	Iteration 62Q: 3 clusters Score -2.636731e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 218669 members 
Entering Unmasked Estep 
Score: -26367286.000000 Penalty: 6104.594238
	Iteration 63Q: 3 clusters Score -2.636729e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 219011 members 
Entering Unmasked Estep 
Score: -26367154.000000 Penalty: 6104.594238
	Iteration 64Q: 3 clusters Score -2.636715e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 219257 members 
Entering Unmasked Estep 
Score: -26367124.000000 Penalty: 6104.594238
	Iteration 65Q: 3 clusters Score -2.636712e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 219473 members 
Entering Unmasked Estep 
Score: -26367100.000000 Penalty: 6104.594238
	Iteration 66Q: 3 clusters Score -2.63671e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 219638 members 
Entering Unmasked Estep 
Score: -26367006.000000 Penalty: 6104.594238
	Iteration 67Q: 3 clusters Score -2.636701e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 219763 members 
Entering Unmasked Estep 
Score: -26367042.000000 Penalty: 6104.594238
	Iteration 68Q: 3 clusters Score -2.636704e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 219875 members 
Entering Unmasked Estep 
Score: -26367046.000000 Penalty: 6104.594238
	Iteration 69Q: 3 clusters Score -2.636705e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 219968 members 
Entering Unmasked Estep 
Score: -26367048.000000 Penalty: 6104.594238
	Iteration 70Q: 3 clusters Score -2.636705e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 220035 members 
Entering Unmasked Estep 
Score: -26367036.000000 Penalty: 6104.594238
	Iteration 71Q: 3 clusters Score -2.636704e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 220103 members 
Entering Unmasked Estep 
Score: -26367038.000000 Penalty: 6104.594238
	Iteration 72Q: 3 clusters Score -2.636704e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 220144 members 
Entering Unmasked Estep 
Score: -26367044.000000 Penalty: 6104.594238
	Iteration 73Q: 3 clusters Score -2.636704e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 220194 members 
Entering Unmasked Estep 
Score: -26367080.000000 Penalty: 6104.594238
	Iteration 74Q: 3 clusters Score -2.636708e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 220239 members 
Entering Unmasked Estep 
Score: -26367062.000000 Penalty: 6104.594238
	Iteration 75Q: 3 clusters Score -2.636706e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 220260 members 
Entering Unmasked Estep 
Score: -26367048.000000 Penalty: 6104.594238
	Iteration 76Q: 3 clusters Score -2.636705e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 220276 members 
Entering Unmasked Estep 
Score: -26367044.000000 Penalty: 6104.594238
	Iteration 77Q: 3 clusters Score -2.636704e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 220301 members 
Entering Unmasked Estep 
Score: -26367030.000000 Penalty: 6104.594238
	Iteration 78Q: 3 clusters Score -2.636703e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 220317 members 
Entering Unmasked Estep 
Score: -26367046.000000 Penalty: 6104.594238
	Iteration 79Q: 3 clusters Score -2.636705e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 220327 members 
Entering Unmasked Estep 
Score: -26367034.000000 Penalty: 6104.594238
	Iteration 80F: 3 clusters Score -2.636703e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 220337 members 
Entering Unmasked Estep 
Score: -26367024.000000 Penalty: 6104.594238
	Iteration 81Q: 3 clusters Score -2.636702e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 220346 members 
Entering Unmasked Estep 
Score: -26367022.000000 Penalty: 6104.594238
	Iteration 82Q: 3 clusters Score -2.636702e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 220356 members 
Entering Unmasked Estep 
Score: -26367034.000000 Penalty: 6104.594238
	Iteration 83Q: 3 clusters Score -2.636703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 220365 members 
Entering Unmasked Estep 
Score: -26367014.000000 Penalty: 6104.594238
	Iteration 84Q: 3 clusters Score -2.636701e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 220372 members 
Entering Unmasked Estep 
Score: -26367022.000000 Penalty: 6104.594238
	Iteration 85Q: 3 clusters Score -2.636702e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 220378 members 
Entering Unmasked Estep 
Score: -26367032.000000 Penalty: 6104.594238
	Iteration 86Q: 3 clusters Score -2.636703e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 220389 members 
Entering Unmasked Estep 
Score: -26367010.000000 Penalty: 6104.594238
	Iteration 87Q: 3 clusters Score -2.636701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 220394 members 
Entering Unmasked Estep 
Score: -26367018.000000 Penalty: 6104.594238
	Iteration 88Q: 3 clusters Score -2.636702e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 220399 members 
Entering Unmasked Estep 
Score: -26367032.000000 Penalty: 6104.594238
	Iteration 89Q: 3 clusters Score -2.636703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 220408 members 
Entering Unmasked Estep 
Score: -26367024.000000 Penalty: 6104.594238
	Iteration 90Q: 3 clusters Score -2.636702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 220415 members 
Entering Unmasked Estep 
Score: -26367026.000000 Penalty: 6104.594238
	Iteration 91Q: 3 clusters Score -2.636703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 220416 members 
Entering Unmasked Estep 
Score: -26367020.000000 Penalty: 6104.594238
	Iteration 92Q: 3 clusters Score -2.636702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 220417 members 
Entering Unmasked Estep 
Score: -26367036.000000 Penalty: 6104.594238
	Iteration 93Q: 3 clusters Score -2.636704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 220419 members 
Entering Unmasked Estep 
Score: -26367032.000000 Penalty: 6104.594238
	Iteration 94Q: 3 clusters Score -2.636703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 220423 members 
Entering Unmasked Estep 
Score: -26367034.000000 Penalty: 6104.594238
	Iteration 95Q: 3 clusters Score -2.636703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 220424 members 
Entering Unmasked Estep 
Score: -26367026.000000 Penalty: 6104.594238
	Iteration 96Q: 3 clusters Score -2.636703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 220424 members 
Entering Unmasked Estep 
Score: -26367026.000000 Penalty: 6104.594238
	Iteration 97F: 3 clusters Score -2.636703e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Entering Unmasked Estep 
Score: -5179662.500000 Penalty: 2653.237061
	Iteration 0F: 2 clusters Score -5179662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -5149765.500000 Penalty: 5306.474121
	Iteration 0F: 3 clusters Score -5149766 nChanged 20348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -5161097.500000 Penalty: 5306.474121
	Iteration 1F: 3 clusters Score -5161098 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -5161694.000000 Penalty: 5306.474121
	Iteration 2Q: 3 clusters Score -5161694 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -5162528.500000 Penalty: 5306.474121
	Iteration 3Q: 3 clusters Score -5162528 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -5163813.500000 Penalty: 5306.474121
	Iteration 4F: 3 clusters Score -5163814 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -5165831.500000 Penalty: 5306.474121
	Iteration 5F: 3 clusters Score -5165832 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -5168521.000000 Penalty: 5306.474121
	Iteration 6F: 3 clusters Score -5168521 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -5171602.500000 Penalty: 5306.474121
	Iteration 7F: 3 clusters Score -5171602 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -5174235.000000 Penalty: 5306.474121
	Iteration 8F: 3 clusters Score -5174235 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -5175910.000000 Penalty: 5306.474121
	Iteration 9Q: 3 clusters Score -5175910 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -5176711.000000 Penalty: 5306.474121
	Iteration 10Q: 3 clusters Score -5176711 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -5177031.000000 Penalty: 5306.474121
	Iteration 11Q: 3 clusters Score -5177031 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -5177185.500000 Penalty: 5306.474121
	Iteration 12Q: 3 clusters Score -5177186 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -5177290.500000 Penalty: 5306.474121
	Iteration 13Q: 3 clusters Score -5177290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -5177335.500000 Penalty: 5306.474121
	Iteration 14Q: 3 clusters Score -5177336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -5177379.000000 Penalty: 5306.474121
	Iteration 15Q: 3 clusters Score -5177379 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 43978 members 
Entering Unmasked Estep 
Score: -5177407.000000 Penalty: 5306.474121
	Iteration 16Q: 3 clusters Score -5177407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -5177423.000000 Penalty: 5306.474121
	Iteration 17Q: 3 clusters Score -5177423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -5177443.500000 Penalty: 5306.474121
	Iteration 18Q: 3 clusters Score -5177444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -5177458.000000 Penalty: 5306.474121
	Iteration 19Q: 3 clusters Score -5177458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -5177461.500000 Penalty: 5306.474121
	Iteration 20F: 3 clusters Score -5177462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -5177470.000000 Penalty: 5306.474121
	Iteration 21Q: 3 clusters Score -5177470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -5177468.000000 Penalty: 5306.474121
	Iteration 22Q: 3 clusters Score -5177468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -5177470.500000 Penalty: 5306.474121
	Iteration 23Q: 3 clusters Score -5177470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -5177470.500000 Penalty: 5306.474121
	Iteration 24F: 3 clusters Score -5177470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Entering Unmasked Estep 
Score: -516545.968750 Penalty: 2074.571289
	Iteration 0F: 2 clusters Score -516546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -512444.218750 Penalty: 4149.142578
	Iteration 0F: 3 clusters Score -512444.2 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -513350.125000 Penalty: 4149.142578
	Iteration 1F: 3 clusters Score -513350.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -513540.062500 Penalty: 4149.142578
	Iteration 2F: 3 clusters Score -513540.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -513646.781250 Penalty: 4149.142578
	Iteration 3Q: 3 clusters Score -513646.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -513716.437500 Penalty: 4149.142578
	Iteration 4Q: 3 clusters Score -513716.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -513775.906250 Penalty: 4149.142578
	Iteration 5Q: 3 clusters Score -513775.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -513828.718750 Penalty: 4149.142578
	Iteration 6Q: 3 clusters Score -513828.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -513868.156250 Penalty: 4149.142578
	Iteration 7Q: 3 clusters Score -513868.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -513896.187500 Penalty: 4149.142578
	Iteration 8Q: 3 clusters Score -513896.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -513917.500000 Penalty: 4149.142578
	Iteration 9Q: 3 clusters Score -513917.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -513934.218750 Penalty: 4149.142578
	Iteration 10Q: 3 clusters Score -513934.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -513945.687500 Penalty: 4149.142578
	Iteration 11Q: 3 clusters Score -513945.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -513959.593750 Penalty: 4149.142578
	Iteration 12Q: 3 clusters Score -513959.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -513970.812500 Penalty: 4149.142578
	Iteration 13Q: 3 clusters Score -513970.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -513983.968750 Penalty: 4149.142578
	Iteration 14Q: 3 clusters Score -513984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -513995.031250 Penalty: 4149.142578
	Iteration 15Q: 3 clusters Score -513995 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -514007.468750 Penalty: 4149.142578
	Iteration 16Q: 3 clusters Score -514007.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -514013.468750 Penalty: 4149.142578
	Iteration 17Q: 3 clusters Score -514013.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -514018.187500 Penalty: 4149.142578
	Iteration 18Q: 3 clusters Score -514018.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -514021.093750 Penalty: 4149.142578
	Iteration 19Q: 3 clusters Score -514021.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -514021.812500 Penalty: 4149.142578
	Iteration 20F: 3 clusters Score -514021.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -514024.812500 Penalty: 4149.142578
	Iteration 21Q: 3 clusters Score -514024.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -514025.468750 Penalty: 4149.142578
	Iteration 22Q: 3 clusters Score -514025.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -514026.875000 Penalty: 4149.142578
	Iteration 23Q: 3 clusters Score -514026.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -514028.968750 Penalty: 4149.142578
	Iteration 24Q: 3 clusters Score -514029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -514029.437500 Penalty: 4149.142578
	Iteration 25Q: 3 clusters Score -514029.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -514029.968750 Penalty: 4149.142578
	Iteration 26Q: 3 clusters Score -514030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -514030.125000 Penalty: 4149.142578
	Iteration 27Q: 3 clusters Score -514030.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -514031.250000 Penalty: 4149.142578
	Iteration 28Q: 3 clusters Score -514031.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -514034.312500 Penalty: 4149.142578
	Iteration 29Q: 3 clusters Score -514034.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -514035.718750 Penalty: 4149.142578
	Iteration 30Q: 3 clusters Score -514035.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -514035.468750 Penalty: 4149.142578
	Iteration 31Q: 3 clusters Score -514035.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -514036.312500 Penalty: 4149.142578
	Iteration 32Q: 3 clusters Score -514036.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -514038.187500 Penalty: 4149.142578
	Iteration 33Q: 3 clusters Score -514038.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -514039.250000 Penalty: 4149.142578
	Iteration 34Q: 3 clusters Score -514039.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -514041.656250 Penalty: 4149.142578
	Iteration 35Q: 3 clusters Score -514041.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -514044.468750 Penalty: 4149.142578
	Iteration 36Q: 3 clusters Score -514044.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -514048.125000 Penalty: 4149.142578
	Iteration 37Q: 3 clusters Score -514048.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -514051.500000 Penalty: 4149.142578
	Iteration 38Q: 3 clusters Score -514051.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -514054.406250 Penalty: 4149.142578
	Iteration 39Q: 3 clusters Score -514054.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -514059.687500 Penalty: 4149.142578
	Iteration 40F: 3 clusters Score -514059.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -514066.625000 Penalty: 4149.142578
	Iteration 41Q: 3 clusters Score -514066.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -514073.750000 Penalty: 4149.142578
	Iteration 42Q: 3 clusters Score -514073.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -514081.093750 Penalty: 4149.142578
	Iteration 43Q: 3 clusters Score -514081.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -514085.593750 Penalty: 4149.142578
	Iteration 44Q: 3 clusters Score -514085.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -514091.625000 Penalty: 4149.142578
	Iteration 45Q: 3 clusters Score -514091.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -514101.343750 Penalty: 4149.142578
	Iteration 46Q: 3 clusters Score -514101.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -514113.531250 Penalty: 4149.142578
	Iteration 47Q: 3 clusters Score -514113.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -514124.781250 Penalty: 4149.142578
	Iteration 48Q: 3 clusters Score -514124.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -514141.906250 Penalty: 4149.142578
	Iteration 49Q: 3 clusters Score -514141.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -514158.031250 Penalty: 4149.142578
	Iteration 50Q: 3 clusters Score -514158 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -514171.656250 Penalty: 4149.142578
	Iteration 51Q: 3 clusters Score -514171.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -514193.593750 Penalty: 4149.142578
	Iteration 52Q: 3 clusters Score -514193.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -514215.812500 Penalty: 4149.142578
	Iteration 53Q: 3 clusters Score -514215.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -514241.125000 Penalty: 4149.142578
	Iteration 54Q: 3 clusters Score -514241.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -514269.718750 Penalty: 4149.142578
	Iteration 55Q: 3 clusters Score -514269.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -514306.062500 Penalty: 4149.142578
	Iteration 56Q: 3 clusters Score -514306.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -514347.093750 Penalty: 4149.142578
	Iteration 57Q: 3 clusters Score -514347.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -514384.375000 Penalty: 4149.142578
	Iteration 58Q: 3 clusters Score -514384.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -514423.875000 Penalty: 4149.142578
	Iteration 59Q: 3 clusters Score -514423.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -514465.000000 Penalty: 4149.142578
	Iteration 60F: 3 clusters Score -514465 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -514497.968750 Penalty: 4149.142578
	Iteration 61Q: 3 clusters Score -514498 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -514526.250000 Penalty: 4149.142578
	Iteration 62Q: 3 clusters Score -514526.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -514564.718750 Penalty: 4149.142578
	Iteration 63Q: 3 clusters Score -514564.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -514596.781250 Penalty: 4149.142578
	Iteration 64Q: 3 clusters Score -514596.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -514628.968750 Penalty: 4149.142578
	Iteration 65Q: 3 clusters Score -514629 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -514654.843750 Penalty: 4149.142578
	Iteration 66Q: 3 clusters Score -514654.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -514681.531250 Penalty: 4149.142578
	Iteration 67Q: 3 clusters Score -514681.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -514705.000000 Penalty: 4149.142578
	Iteration 68Q: 3 clusters Score -514705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -514723.625000 Penalty: 4149.142578
	Iteration 69Q: 3 clusters Score -514723.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -514743.812500 Penalty: 4149.142578
	Iteration 70Q: 3 clusters Score -514743.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -514763.312500 Penalty: 4149.142578
	Iteration 71Q: 3 clusters Score -514763.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -514776.156250 Penalty: 4149.142578
	Iteration 72Q: 3 clusters Score -514776.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -514788.656250 Penalty: 4149.142578
	Iteration 73Q: 3 clusters Score -514788.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -514798.437500 Penalty: 4149.142578
	Iteration 74Q: 3 clusters Score -514798.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -514809.343750 Penalty: 4149.142578
	Iteration 75Q: 3 clusters Score -514809.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -514821.218750 Penalty: 4149.142578
	Iteration 76Q: 3 clusters Score -514821.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -514833.625000 Penalty: 4149.142578
	Iteration 77Q: 3 clusters Score -514833.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -514845.218750 Penalty: 4149.142578
	Iteration 78Q: 3 clusters Score -514845.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -514851.250000 Penalty: 4149.142578
	Iteration 79Q: 3 clusters Score -514851.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -514856.687500 Penalty: 4149.142578
	Iteration 80F: 3 clusters Score -514856.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -514862.062500 Penalty: 4149.142578
	Iteration 81Q: 3 clusters Score -514862.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -514866.656250 Penalty: 4149.142578
	Iteration 82Q: 3 clusters Score -514866.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -514871.125000 Penalty: 4149.142578
	Iteration 83Q: 3 clusters Score -514871.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -514874.062500 Penalty: 4149.142578
	Iteration 84Q: 3 clusters Score -514874.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -514878.250000 Penalty: 4149.142578
	Iteration 85Q: 3 clusters Score -514878.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -514879.656250 Penalty: 4149.142578
	Iteration 86Q: 3 clusters Score -514879.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -514881.500000 Penalty: 4149.142578
	Iteration 87Q: 3 clusters Score -514881.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -514882.343750 Penalty: 4149.142578
	Iteration 88Q: 3 clusters Score -514882.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -514882.343750 Penalty: 4149.142578
	Iteration 89F: 3 clusters Score -514882.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Entering Unmasked Estep 
Score: -551972.687500 Penalty: 2102.965332
	Iteration 0F: 2 clusters Score -551972.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -547594.500000 Penalty: 4205.930664
	Iteration 0F: 3 clusters Score -547594.5 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -548736.562500 Penalty: 4205.930664
	Iteration 1F: 3 clusters Score -548736.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -549115.625000 Penalty: 4205.930664
	Iteration 2F: 3 clusters Score -549115.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -549426.000000 Penalty: 4205.930664
	Iteration 3F: 3 clusters Score -549426 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -549660.500000 Penalty: 4205.930664
	Iteration 4F: 3 clusters Score -549660.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -549844.750000 Penalty: 4205.930664
	Iteration 5F: 3 clusters Score -549844.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -549992.437500 Penalty: 4205.930664
	Iteration 6Q: 3 clusters Score -549992.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -550108.375000 Penalty: 4205.930664
	Iteration 7Q: 3 clusters Score -550108.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -550207.187500 Penalty: 4205.930664
	Iteration 8Q: 3 clusters Score -550207.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -550288.687500 Penalty: 4205.930664
	Iteration 9Q: 3 clusters Score -550288.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -550358.500000 Penalty: 4205.930664
	Iteration 10Q: 3 clusters Score -550358.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -550420.937500 Penalty: 4205.930664
	Iteration 11Q: 3 clusters Score -550420.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -550472.312500 Penalty: 4205.930664
	Iteration 12Q: 3 clusters Score -550472.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -550516.937500 Penalty: 4205.930664
	Iteration 13Q: 3 clusters Score -550516.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -550557.625000 Penalty: 4205.930664
	Iteration 14Q: 3 clusters Score -550557.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -550585.250000 Penalty: 4205.930664
	Iteration 15Q: 3 clusters Score -550585.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -550605.312500 Penalty: 4205.930664
	Iteration 16Q: 3 clusters Score -550605.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -550621.187500 Penalty: 4205.930664
	Iteration 17Q: 3 clusters Score -550621.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -550628.812500 Penalty: 4205.930664
	Iteration 18Q: 3 clusters Score -550628.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -550630.687500 Penalty: 4205.930664
	Iteration 19Q: 3 clusters Score -550630.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -550634.500000 Penalty: 4205.930664
	Iteration 20F: 3 clusters Score -550634.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -550638.187500 Penalty: 4205.930664
	Iteration 21Q: 3 clusters Score -550638.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -550642.125000 Penalty: 4205.930664
	Iteration 22Q: 3 clusters Score -550642.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -550645.062500 Penalty: 4205.930664
	Iteration 23Q: 3 clusters Score -550645.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -550647.562500 Penalty: 4205.930664
	Iteration 24Q: 3 clusters Score -550647.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -550649.437500 Penalty: 4205.930664
	Iteration 25Q: 3 clusters Score -550649.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -550650.437500 Penalty: 4205.930664
	Iteration 26Q: 3 clusters Score -550650.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -550650.562500 Penalty: 4205.930664
	Iteration 27Q: 3 clusters Score -550650.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -550652.187500 Penalty: 4205.930664
	Iteration 28Q: 3 clusters Score -550652.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -550653.250000 Penalty: 4205.930664
	Iteration 29Q: 3 clusters Score -550653.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -550654.062500 Penalty: 4205.930664
	Iteration 30Q: 3 clusters Score -550654.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -550654.062500 Penalty: 4205.930664
	Iteration 31F: 3 clusters Score -550654.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Entering Unmasked Estep 
Score: -710374.812500 Penalty: 2171.501221
	Iteration 0F: 2 clusters Score -710374.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -705028.937500 Penalty: 4343.002441
	Iteration 0F: 3 clusters Score -705028.9 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -706679.812500 Penalty: 4343.002441
	Iteration 1F: 3 clusters Score -706679.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -707214.750000 Penalty: 4343.002441
	Iteration 2F: 3 clusters Score -707214.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -707590.062500 Penalty: 4343.002441
	Iteration 3F: 3 clusters Score -707590.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -707853.875000 Penalty: 4343.002441
	Iteration 4F: 3 clusters Score -707853.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -708086.312500 Penalty: 4343.002441
	Iteration 5F: 3 clusters Score -708086.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -708253.562500 Penalty: 4343.002441
	Iteration 6Q: 3 clusters Score -708253.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -708401.437500 Penalty: 4343.002441
	Iteration 7Q: 3 clusters Score -708401.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -708528.750000 Penalty: 4343.002441
	Iteration 8Q: 3 clusters Score -708528.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -708619.625000 Penalty: 4343.002441
	Iteration 9Q: 3 clusters Score -708619.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -708698.500000 Penalty: 4343.002441
	Iteration 10Q: 3 clusters Score -708698.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -708764.125000 Penalty: 4343.002441
	Iteration 11Q: 3 clusters Score -708764.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -708828.625000 Penalty: 4343.002441
	Iteration 12Q: 3 clusters Score -708828.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -708889.812500 Penalty: 4343.002441
	Iteration 13Q: 3 clusters Score -708889.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -708956.437500 Penalty: 4343.002441
	Iteration 14Q: 3 clusters Score -708956.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -709021.375000 Penalty: 4343.002441
	Iteration 15Q: 3 clusters Score -709021.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -709087.312500 Penalty: 4343.002441
	Iteration 16Q: 3 clusters Score -709087.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -709150.250000 Penalty: 4343.002441
	Iteration 17Q: 3 clusters Score -709150.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -709210.000000 Penalty: 4343.002441
	Iteration 18Q: 3 clusters Score -709210 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -709262.625000 Penalty: 4343.002441
	Iteration 19Q: 3 clusters Score -709262.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -709303.625000 Penalty: 4343.002441
	Iteration 20F: 3 clusters Score -709303.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -709336.750000 Penalty: 4343.002441
	Iteration 21Q: 3 clusters Score -709336.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -709360.812500 Penalty: 4343.002441
	Iteration 22Q: 3 clusters Score -709360.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -709386.312500 Penalty: 4343.002441
	Iteration 23Q: 3 clusters Score -709386.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -709408.562500 Penalty: 4343.002441
	Iteration 24Q: 3 clusters Score -709408.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -709425.437500 Penalty: 4343.002441
	Iteration 25Q: 3 clusters Score -709425.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -709444.625000 Penalty: 4343.002441
	Iteration 26Q: 3 clusters Score -709444.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -709465.562500 Penalty: 4343.002441
	Iteration 27Q: 3 clusters Score -709465.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -709478.812500 Penalty: 4343.002441
	Iteration 28Q: 3 clusters Score -709478.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -709488.875000 Penalty: 4343.002441
	Iteration 29Q: 3 clusters Score -709488.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -709501.687500 Penalty: 4343.002441
	Iteration 30Q: 3 clusters Score -709501.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -709511.562500 Penalty: 4343.002441
	Iteration 31Q: 3 clusters Score -709511.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -709516.375000 Penalty: 4343.002441
	Iteration 32Q: 3 clusters Score -709516.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -709520.250000 Penalty: 4343.002441
	Iteration 33Q: 3 clusters Score -709520.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -709528.812500 Penalty: 4343.002441
	Iteration 34Q: 3 clusters Score -709528.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -709535.000000 Penalty: 4343.002441
	Iteration 35Q: 3 clusters Score -709535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -709536.250000 Penalty: 4343.002441
	Iteration 36Q: 3 clusters Score -709536.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -709540.875000 Penalty: 4343.002441
	Iteration 37Q: 3 clusters Score -709540.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -709542.937500 Penalty: 4343.002441
	Iteration 38Q: 3 clusters Score -709542.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -709546.250000 Penalty: 4343.002441
	Iteration 39Q: 3 clusters Score -709546.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -709549.062500 Penalty: 4343.002441
	Iteration 40F: 3 clusters Score -709549.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -709550.062500 Penalty: 4343.002441
	Iteration 41Q: 3 clusters Score -709550.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -709554.875000 Penalty: 4343.002441
	Iteration 42Q: 3 clusters Score -709554.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -709554.750000 Penalty: 4343.002441
	Iteration 43Q: 3 clusters Score -709554.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -709555.125000 Penalty: 4343.002441
	Iteration 44Q: 3 clusters Score -709555.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -709556.250000 Penalty: 4343.002441
	Iteration 45Q: 3 clusters Score -709556.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -709556.875000 Penalty: 4343.002441
	Iteration 46Q: 3 clusters Score -709556.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -709558.937500 Penalty: 4343.002441
	Iteration 47Q: 3 clusters Score -709558.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -709558.937500 Penalty: 4343.002441
	Iteration 48F: 3 clusters Score -709558.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159862 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10315 members 
Mstep: Class 5 contains 43568 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27466 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24723 members 
Mstep: Class 13 contains 17899 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70791 members 
Mstep: Class 17 contains 221383 members 
Mstep: Class 19 contains 44291 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043408.000000 Penalty: 69967.726562
Iteration 399Q: 22 clusters Score -8.004341e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159868 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10316 members 
Mstep: Class 5 contains 43568 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27466 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24721 members 
Mstep: Class 13 contains 17899 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70790 members 
Mstep: Class 17 contains 221379 members 
Mstep: Class 19 contains 44291 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043408.000000 Penalty: 69967.726562
Iteration 400F: 22 clusters Score -8.004341e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159875 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10316 members 
Mstep: Class 5 contains 43568 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27467 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24720 members 
Mstep: Class 13 contains 17899 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70787 members 
Mstep: Class 17 contains 221377 members 
Mstep: Class 19 contains 44290 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043392.000000 Penalty: 69967.726562
Iteration 401Q: 22 clusters Score -8.004339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159882 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10316 members 
Mstep: Class 5 contains 43568 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27467 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24721 members 
Mstep: Class 13 contains 17899 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70785 members 
Mstep: Class 17 contains 221371 members 
Mstep: Class 19 contains 44290 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043400.000000 Penalty: 69967.726562
Iteration 402Q: 22 clusters Score -8.00434e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159882 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10318 members 
Mstep: Class 5 contains 43568 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27467 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24721 members 
Mstep: Class 13 contains 17899 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70785 members 
Mstep: Class 17 contains 221369 members 
Mstep: Class 19 contains 44290 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043376.000000 Penalty: 69967.726562
Iteration 403Q: 22 clusters Score -8.004338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159886 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10318 members 
Mstep: Class 5 contains 43568 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27467 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24721 members 
Mstep: Class 13 contains 17899 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70784 members 
Mstep: Class 17 contains 221366 members 
Mstep: Class 19 contains 44290 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043360.000000 Penalty: 69967.726562
Iteration 404Q: 22 clusters Score -8.004336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159885 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10318 members 
Mstep: Class 5 contains 43568 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27467 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24722 members 
Mstep: Class 13 contains 17899 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70782 members 
Mstep: Class 17 contains 221366 members 
Mstep: Class 19 contains 44292 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043368.000000 Penalty: 69967.726562
Iteration 405Q: 22 clusters Score -8.004337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159888 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10319 members 
Mstep: Class 5 contains 43567 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27467 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24721 members 
Mstep: Class 13 contains 17899 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70782 members 
Mstep: Class 17 contains 221365 members 
Mstep: Class 19 contains 44291 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043344.000000 Penalty: 69967.726562
Iteration 406Q: 22 clusters Score -8.004334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159889 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10320 members 
Mstep: Class 5 contains 43567 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27468 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24720 members 
Mstep: Class 13 contains 17899 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70782 members 
Mstep: Class 17 contains 221364 members 
Mstep: Class 19 contains 44290 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043328.000000 Penalty: 69967.726562
Iteration 407Q: 22 clusters Score -8.004333e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159886 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10320 members 
Mstep: Class 5 contains 43567 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27467 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24719 members 
Mstep: Class 13 contains 17900 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70782 members 
Mstep: Class 17 contains 221368 members 
Mstep: Class 19 contains 44290 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043352.000000 Penalty: 69967.726562
Iteration 408Q: 22 clusters Score -8.004335e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159884 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10322 members 
Mstep: Class 5 contains 43566 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27465 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24719 members 
Mstep: Class 13 contains 17900 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70782 members 
Mstep: Class 17 contains 221370 members 
Mstep: Class 19 contains 44290 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043384.000000 Penalty: 69967.726562
Iteration 409Q: 22 clusters Score -8.004338e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159877 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 10322 members 
Mstep: Class 5 contains 43565 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27465 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24719 members 
Mstep: Class 13 contains 17900 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70783 members 
Mstep: Class 17 contains 221378 members 
Mstep: Class 19 contains 44290 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043400.000000 Penalty: 69967.726562
Iteration 410Q: 22 clusters Score -8.00434e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159878 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 10322 members 
Mstep: Class 5 contains 43565 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27462 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24719 members 
Mstep: Class 13 contains 17898 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70785 members 
Mstep: Class 17 contains 221379 members 
Mstep: Class 19 contains 44290 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043384.000000 Penalty: 69967.726562
Iteration 411Q: 22 clusters Score -8.004338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159878 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 10322 members 
Mstep: Class 5 contains 43565 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27462 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24719 members 
Mstep: Class 13 contains 17899 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70783 members 
Mstep: Class 17 contains 221380 members 
Mstep: Class 19 contains 44290 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043344.000000 Penalty: 69967.726562
Iteration 412Q: 22 clusters Score -8.004334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159874 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 10322 members 
Mstep: Class 5 contains 43564 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27462 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24719 members 
Mstep: Class 13 contains 17900 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70784 members 
Mstep: Class 17 contains 221382 members 
Mstep: Class 19 contains 44291 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043320.000000 Penalty: 69967.726562
Iteration 413Q: 22 clusters Score -8.004332e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 159875 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 10322 members 
Mstep: Class 5 contains 43563 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27461 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24719 members 
Mstep: Class 13 contains 17900 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70783 members 
Mstep: Class 17 contains 221384 members 
Mstep: Class 19 contains 44291 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043280.000000 Penalty: 69967.726562
Iteration 414Q: 22 clusters Score -8.004328e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 159881 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 10323 members 
Mstep: Class 5 contains 43561 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27459 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24719 members 
Mstep: Class 13 contains 17900 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70784 members 
Mstep: Class 17 contains 221381 members 
Mstep: Class 19 contains 44291 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043288.000000 Penalty: 69967.726562
Iteration 415Q: 22 clusters Score -8.004329e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 159887 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 10324 members 
Mstep: Class 5 contains 43560 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27458 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24719 members 
Mstep: Class 13 contains 17900 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70784 members 
Mstep: Class 17 contains 221376 members 
Mstep: Class 19 contains 44291 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043288.000000 Penalty: 69967.726562
Iteration 416Q: 22 clusters Score -8.004329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 159891 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 10324 members 
Mstep: Class 5 contains 43559 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27459 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24719 members 
Mstep: Class 13 contains 17900 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70782 members 
Mstep: Class 17 contains 221374 members 
Mstep: Class 19 contains 44291 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043328.000000 Penalty: 69967.726562
Iteration 417Q: 22 clusters Score -8.004333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 159891 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 10324 members 
Mstep: Class 5 contains 43560 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27460 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24719 members 
Mstep: Class 13 contains 17901 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70781 members 
Mstep: Class 17 contains 221372 members 
Mstep: Class 19 contains 44291 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043328.000000 Penalty: 69967.726562
Iteration 418Q: 22 clusters Score -8.004333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 159895 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 10324 members 
Mstep: Class 5 contains 43560 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27461 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24719 members 
Mstep: Class 13 contains 17901 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70780 members 
Mstep: Class 17 contains 221368 members 
Mstep: Class 19 contains 44291 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043344.000000 Penalty: 69967.726562
Iteration 419Q: 22 clusters Score -8.004334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 159900 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 10324 members 
Mstep: Class 5 contains 43560 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27461 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24718 members 
Mstep: Class 13 contains 17901 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70780 members 
Mstep: Class 17 contains 221365 members 
Mstep: Class 19 contains 44290 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043352.000000 Penalty: 69967.726562
Iteration 420F: 22 clusters Score -8.004335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 159899 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 10324 members 
Mstep: Class 5 contains 43560 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27461 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24718 members 
Mstep: Class 13 contains 17902 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70778 members 
Mstep: Class 17 contains 221366 members 
Mstep: Class 19 contains 44291 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043328.000000 Penalty: 69967.726562
Iteration 421Q: 22 clusters Score -8.004333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 159897 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 10324 members 
Mstep: Class 5 contains 43560 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27461 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24718 members 
Mstep: Class 13 contains 17903 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70774 members 
Mstep: Class 17 contains 221371 members 
Mstep: Class 19 contains 44291 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043304.000000 Penalty: 69967.726562
Iteration 422Q: 22 clusters Score -8.00433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 159893 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 10324 members 
Mstep: Class 5 contains 43559 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27461 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24718 members 
Mstep: Class 13 contains 17904 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70775 members 
Mstep: Class 17 contains 221374 members 
Mstep: Class 19 contains 44291 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043288.000000 Penalty: 69967.726562
Iteration 423Q: 22 clusters Score -8.004329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 159892 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 10324 members 
Mstep: Class 5 contains 43559 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27461 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24718 members 
Mstep: Class 13 contains 17906 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70776 members 
Mstep: Class 17 contains 221372 members 
Mstep: Class 19 contains 44291 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043320.000000 Penalty: 69967.726562
Iteration 424Q: 22 clusters Score -8.004332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 159892 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 10324 members 
Mstep: Class 5 contains 43559 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27461 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24718 members 
Mstep: Class 13 contains 17906 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70776 members 
Mstep: Class 17 contains 221372 members 
Mstep: Class 19 contains 44291 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043328.000000 Penalty: 69967.726562
Iteration 425Q: 22 clusters Score -8.004333e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 159892 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 10324 members 
Mstep: Class 5 contains 43559 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27461 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24718 members 
Mstep: Class 13 contains 17906 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70776 members 
Mstep: Class 17 contains 221372 members 
Mstep: Class 19 contains 44291 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043328.000000 Penalty: 69967.726562
Iteration 426F: 22 clusters Score -8.004333e+07 nChanged 0
Entering ConstructFrom: 
Score: -80043328.000000 Penalty: 69967.726562
Entering ConstructFrom: 
Trying to split cluster 1 (16337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Entering Unmasked Estep 
Score: -1959198.000000 Penalty: 2405.894531
	Iteration 0F: 2 clusters Score -1959198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1947441.875000 Penalty: 4811.789062
	Iteration 0F: 3 clusters Score -1947442 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1951353.750000 Penalty: 4811.789062
	Iteration 1F: 3 clusters Score -1951354 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1951849.625000 Penalty: 4811.789062
	Iteration 2F: 3 clusters Score -1951850 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1952401.000000 Penalty: 4811.789062
	Iteration 3F: 3 clusters Score -1952401 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1952941.500000 Penalty: 4811.789062
	Iteration 4F: 3 clusters Score -1952942 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1953446.000000 Penalty: 4811.789062
	Iteration 5F: 3 clusters Score -1953446 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1953899.625000 Penalty: 4811.789062
	Iteration 6F: 3 clusters Score -1953900 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1954293.375000 Penalty: 4811.789062
	Iteration 7Q: 3 clusters Score -1954293 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1954692.375000 Penalty: 4811.789062
	Iteration 8Q: 3 clusters Score -1954692 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1955074.125000 Penalty: 4811.789062
	Iteration 9Q: 3 clusters Score -1955074 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1955426.125000 Penalty: 4811.789062
	Iteration 10Q: 3 clusters Score -1955426 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1955788.125000 Penalty: 4811.789062
	Iteration 11Q: 3 clusters Score -1955788 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1956084.500000 Penalty: 4811.789062
	Iteration 12Q: 3 clusters Score -1956084 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1956326.125000 Penalty: 4811.789062
	Iteration 13Q: 3 clusters Score -1956326 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1956540.375000 Penalty: 4811.789062
	Iteration 14Q: 3 clusters Score -1956540 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1956713.625000 Penalty: 4811.789062
	Iteration 15Q: 3 clusters Score -1956714 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1956847.250000 Penalty: 4811.789062
	Iteration 16Q: 3 clusters Score -1956847 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1956952.875000 Penalty: 4811.789062
	Iteration 17Q: 3 clusters Score -1956953 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1957040.125000 Penalty: 4811.789062
	Iteration 18Q: 3 clusters Score -1957040 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1957108.125000 Penalty: 4811.789062
	Iteration 19Q: 3 clusters Score -1957108 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1957190.875000 Penalty: 4811.789062
	Iteration 20F: 3 clusters Score -1957191 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1957264.375000 Penalty: 4811.789062
	Iteration 21Q: 3 clusters Score -1957264 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1957344.000000 Penalty: 4811.789062
	Iteration 22Q: 3 clusters Score -1957344 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1957415.875000 Penalty: 4811.789062
	Iteration 23Q: 3 clusters Score -1957416 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1957487.125000 Penalty: 4811.789062
	Iteration 24Q: 3 clusters Score -1957487 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1957556.000000 Penalty: 4811.789062
	Iteration 25Q: 3 clusters Score -1957556 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1957635.125000 Penalty: 4811.789062
	Iteration 26Q: 3 clusters Score -1957635 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1957710.250000 Penalty: 4811.789062
	Iteration 27Q: 3 clusters Score -1957710 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1957785.500000 Penalty: 4811.789062
	Iteration 28Q: 3 clusters Score -1957786 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1957876.000000 Penalty: 4811.789062
	Iteration 29Q: 3 clusters Score -1957876 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1957933.875000 Penalty: 4811.789062
	Iteration 30Q: 3 clusters Score -1957934 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1957971.750000 Penalty: 4811.789062
	Iteration 31Q: 3 clusters Score -1957972 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1958010.375000 Penalty: 4811.789062
	Iteration 32Q: 3 clusters Score -1958010 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1958039.125000 Penalty: 4811.789062
	Iteration 33Q: 3 clusters Score -1958039 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -1958063.000000 Penalty: 4811.789062
	Iteration 34Q: 3 clusters Score -1958063 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1958070.000000 Penalty: 4811.789062
	Iteration 35Q: 3 clusters Score -1958070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1958078.125000 Penalty: 4811.789062
	Iteration 36Q: 3 clusters Score -1958078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1958078.250000 Penalty: 4811.789062
	Iteration 37Q: 3 clusters Score -1958078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1958084.500000 Penalty: 4811.789062
	Iteration 38Q: 3 clusters Score -1958084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1958082.750000 Penalty: 4811.789062
	Iteration 39Q: 3 clusters Score -1958083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1958081.125000 Penalty: 4811.789062
	Iteration 40F: 3 clusters Score -1958081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -1958080.125000 Penalty: 4811.789062
	Iteration 41Q: 3 clusters Score -1958080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1958078.375000 Penalty: 4811.789062
	Iteration 42Q: 3 clusters Score -1958078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1958078.375000 Penalty: 4811.789062
	Iteration 43F: 3 clusters Score -1958078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (159892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159892 members 
Entering Unmasked Estep 
Score: -19016514.000000 Penalty: 2971.599121
	Iteration 0F: 2 clusters Score -1.901651e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79974 members 
Mstep: Class 2 contains 79918 members 
Entering Unmasked Estep 
Score: -18912252.000000 Penalty: 5943.198242
	Iteration 0F: 3 clusters Score -1.891225e+07 nChanged 76464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78152 members 
Mstep: Class 2 contains 81740 members 
Entering Unmasked Estep 
Score: -18956938.000000 Penalty: 5943.198242
	Iteration 1F: 3 clusters Score -1.895694e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77086 members 
Mstep: Class 2 contains 82806 members 
Entering Unmasked Estep 
Score: -18958182.000000 Penalty: 5943.198242
	Iteration 2Q: 3 clusters Score -1.895818e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75583 members 
Mstep: Class 2 contains 84309 members 
Entering Unmasked Estep 
Score: -18959790.000000 Penalty: 5943.198242
	Iteration 3Q: 3 clusters Score -1.895979e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73447 members 
Mstep: Class 2 contains 86445 members 
Entering Unmasked Estep 
Score: -18962224.000000 Penalty: 5943.198242
	Iteration 4Q: 3 clusters Score -1.896222e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70722 members 
Mstep: Class 2 contains 89170 members 
Entering Unmasked Estep 
Score: -18965404.000000 Penalty: 5943.198242
	Iteration 5Q: 3 clusters Score -1.89654e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67616 members 
Mstep: Class 2 contains 92276 members 
Entering Unmasked Estep 
Score: -18969144.000000 Penalty: 5943.198242
	Iteration 6Q: 3 clusters Score -1.896914e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64241 members 
Mstep: Class 2 contains 95651 members 
Entering Unmasked Estep 
Score: -18973458.000000 Penalty: 5943.198242
	Iteration 7F: 3 clusters Score -1.897346e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 98776 members 
Entering Unmasked Estep 
Score: -18978166.000000 Penalty: 5943.198242
	Iteration 8F: 3 clusters Score -1.897817e+07 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58594 members 
Mstep: Class 2 contains 101298 members 
Entering Unmasked Estep 
Score: -18982674.000000 Penalty: 5943.198242
	Iteration 9F: 3 clusters Score -1.898267e+07 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56982 members 
Mstep: Class 2 contains 102910 members 
Entering Unmasked Estep 
Score: -18987522.000000 Penalty: 5943.198242
	Iteration 10F: 3 clusters Score -1.898752e+07 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56026 members 
Mstep: Class 2 contains 103866 members 
Entering Unmasked Estep 
Score: -18992012.000000 Penalty: 5943.198242
	Iteration 11Q: 3 clusters Score -1.899201e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 104350 members 
Entering Unmasked Estep 
Score: -18995470.000000 Penalty: 5943.198242
	Iteration 12Q: 3 clusters Score -1.899547e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 104784 members 
Entering Unmasked Estep 
Score: -18997228.000000 Penalty: 5943.198242
	Iteration 13Q: 3 clusters Score -1.899723e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 105402 members 
Entering Unmasked Estep 
Score: -18998096.000000 Penalty: 5943.198242
	Iteration 14Q: 3 clusters Score -1.89981e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 106067 members 
Entering Unmasked Estep 
Score: -18998712.000000 Penalty: 5943.198242
	Iteration 15Q: 3 clusters Score -1.899871e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53136 members 
Mstep: Class 2 contains 106756 members 
Entering Unmasked Estep 
Score: -18999248.000000 Penalty: 5943.198242
	Iteration 16Q: 3 clusters Score -1.899925e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52396 members 
Mstep: Class 2 contains 107496 members 
Entering Unmasked Estep 
Score: -18999604.000000 Penalty: 5943.198242
	Iteration 17Q: 3 clusters Score -1.89996e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 108259 members 
Entering Unmasked Estep 
Score: -19000018.000000 Penalty: 5943.198242
	Iteration 18Q: 3 clusters Score -1.900002e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 108945 members 
Entering Unmasked Estep 
Score: -19000308.000000 Penalty: 5943.198242
	Iteration 19Q: 3 clusters Score -1.900031e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 109688 members 
Entering Unmasked Estep 
Score: -19000620.000000 Penalty: 5943.198242
	Iteration 20F: 3 clusters Score -1.900062e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 110488 members 
Entering Unmasked Estep 
Score: -19000882.000000 Penalty: 5943.198242
	Iteration 21Q: 3 clusters Score -1.900088e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48532 members 
Mstep: Class 2 contains 111360 members 
Entering Unmasked Estep 
Score: -19001130.000000 Penalty: 5943.198242
	Iteration 22Q: 3 clusters Score -1.900113e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 112216 members 
Entering Unmasked Estep 
Score: -19001386.000000 Penalty: 5943.198242
	Iteration 23Q: 3 clusters Score -1.900139e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 113080 members 
Entering Unmasked Estep 
Score: -19001582.000000 Penalty: 5943.198242
	Iteration 24Q: 3 clusters Score -1.900158e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 114018 members 
Entering Unmasked Estep 
Score: -19001818.000000 Penalty: 5943.198242
	Iteration 25Q: 3 clusters Score -1.900182e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 114980 members 
Entering Unmasked Estep 
Score: -19002140.000000 Penalty: 5943.198242
	Iteration 26Q: 3 clusters Score -1.900214e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 115997 members 
Entering Unmasked Estep 
Score: -19002368.000000 Penalty: 5943.198242
	Iteration 27Q: 3 clusters Score -1.900237e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 117087 members 
Entering Unmasked Estep 
Score: -19002672.000000 Penalty: 5943.198242
	Iteration 28Q: 3 clusters Score -1.900267e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 118224 members 
Entering Unmasked Estep 
Score: -19002960.000000 Penalty: 5943.198242
	Iteration 29Q: 3 clusters Score -1.900296e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 119443 members 
Entering Unmasked Estep 
Score: -19003258.000000 Penalty: 5943.198242
	Iteration 30Q: 3 clusters Score -1.900326e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 120679 members 
Entering Unmasked Estep 
Score: -19003608.000000 Penalty: 5943.198242
	Iteration 31Q: 3 clusters Score -1.900361e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 121925 members 
Entering Unmasked Estep 
Score: -19003842.000000 Penalty: 5943.198242
	Iteration 32Q: 3 clusters Score -1.900384e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 123251 members 
Entering Unmasked Estep 
Score: -19004144.000000 Penalty: 5943.198242
	Iteration 33Q: 3 clusters Score -1.900414e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 124636 members 
Entering Unmasked Estep 
Score: -19004448.000000 Penalty: 5943.198242
	Iteration 34Q: 3 clusters Score -1.900445e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 126049 members 
Entering Unmasked Estep 
Score: -19004746.000000 Penalty: 5943.198242
	Iteration 35Q: 3 clusters Score -1.900475e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 127474 members 
Entering Unmasked Estep 
Score: -19005118.000000 Penalty: 5943.198242
	Iteration 36Q: 3 clusters Score -1.900512e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 128965 members 
Entering Unmasked Estep 
Score: -19005412.000000 Penalty: 5943.198242
	Iteration 37Q: 3 clusters Score -1.900541e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 130474 members 
Entering Unmasked Estep 
Score: -19005806.000000 Penalty: 5943.198242
	Iteration 38Q: 3 clusters Score -1.900581e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 132130 members 
Entering Unmasked Estep 
Score: -19006270.000000 Penalty: 5943.198242
	Iteration 39Q: 3 clusters Score -1.900627e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 133765 members 
Entering Unmasked Estep 
Score: -19006576.000000 Penalty: 5943.198242
	Iteration 40F: 3 clusters Score -1.900658e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 135376 members 
Entering Unmasked Estep 
Score: -19007076.000000 Penalty: 5943.198242
	Iteration 41Q: 3 clusters Score -1.900708e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 137034 members 
Entering Unmasked Estep 
Score: -19007576.000000 Penalty: 5943.198242
	Iteration 42Q: 3 clusters Score -1.900758e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 138681 members 
Entering Unmasked Estep 
Score: -19008084.000000 Penalty: 5943.198242
	Iteration 43Q: 3 clusters Score -1.900808e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 140317 members 
Entering Unmasked Estep 
Score: -19008574.000000 Penalty: 5943.198242
	Iteration 44Q: 3 clusters Score -1.900857e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 141841 members 
Entering Unmasked Estep 
Score: -19009044.000000 Penalty: 5943.198242
	Iteration 45Q: 3 clusters Score -1.900904e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 143361 members 
Entering Unmasked Estep 
Score: -19009504.000000 Penalty: 5943.198242
	Iteration 46Q: 3 clusters Score -1.90095e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 144826 members 
Entering Unmasked Estep 
Score: -19009986.000000 Penalty: 5943.198242
	Iteration 47Q: 3 clusters Score -1.900999e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 146300 members 
Entering Unmasked Estep 
Score: -19010484.000000 Penalty: 5943.198242
	Iteration 48Q: 3 clusters Score -1.901048e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 147697 members 
Entering Unmasked Estep 
Score: -19010836.000000 Penalty: 5943.198242
	Iteration 49Q: 3 clusters Score -1.901084e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 148979 members 
Entering Unmasked Estep 
Score: -19011272.000000 Penalty: 5943.198242
	Iteration 50Q: 3 clusters Score -1.901127e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 150150 members 
Entering Unmasked Estep 
Score: -19011572.000000 Penalty: 5943.198242
	Iteration 51Q: 3 clusters Score -1.901157e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 151198 members 
Entering Unmasked Estep 
Score: -19011918.000000 Penalty: 5943.198242
	Iteration 52Q: 3 clusters Score -1.901192e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 152128 members 
Entering Unmasked Estep 
Score: -19012184.000000 Penalty: 5943.198242
	Iteration 53Q: 3 clusters Score -1.901218e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 152905 members 
Entering Unmasked Estep 
Score: -19012416.000000 Penalty: 5943.198242
	Iteration 54Q: 3 clusters Score -1.901242e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 153618 members 
Entering Unmasked Estep 
Score: -19012634.000000 Penalty: 5943.198242
	Iteration 55Q: 3 clusters Score -1.901263e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 154243 members 
Entering Unmasked Estep 
Score: -19012792.000000 Penalty: 5943.198242
	Iteration 56Q: 3 clusters Score -1.901279e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 154806 members 
Entering Unmasked Estep 
Score: -19012982.000000 Penalty: 5943.198242
	Iteration 57Q: 3 clusters Score -1.901298e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 155290 members 
Entering Unmasked Estep 
Score: -19013110.000000 Penalty: 5943.198242
	Iteration 58Q: 3 clusters Score -1.901311e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 155706 members 
Entering Unmasked Estep 
Score: -19013210.000000 Penalty: 5943.198242
	Iteration 59Q: 3 clusters Score -1.901321e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 156096 members 
Entering Unmasked Estep 
Score: -19013328.000000 Penalty: 5943.198242
	Iteration 60F: 3 clusters Score -1.901333e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 156416 members 
Entering Unmasked Estep 
Score: -19013428.000000 Penalty: 5943.198242
	Iteration 61Q: 3 clusters Score -1.901343e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 156659 members 
Entering Unmasked Estep 
Score: -19013460.000000 Penalty: 5943.198242
	Iteration 62Q: 3 clusters Score -1.901346e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 156872 members 
Entering Unmasked Estep 
Score: -19013562.000000 Penalty: 5943.198242
	Iteration 63Q: 3 clusters Score -1.901356e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 157065 members 
Entering Unmasked Estep 
Score: -19013636.000000 Penalty: 5943.198242
	Iteration 64Q: 3 clusters Score -1.901364e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 157216 members 
Entering Unmasked Estep 
Score: -19013728.000000 Penalty: 5943.198242
	Iteration 65Q: 3 clusters Score -1.901373e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 157355 members 
Entering Unmasked Estep 
Score: -19013774.000000 Penalty: 5943.198242
	Iteration 66Q: 3 clusters Score -1.901377e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 157475 members 
Entering Unmasked Estep 
Score: -19013824.000000 Penalty: 5943.198242
	Iteration 67Q: 3 clusters Score -1.901382e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 157588 members 
Entering Unmasked Estep 
Score: -19013798.000000 Penalty: 5943.198242
	Iteration 68Q: 3 clusters Score -1.90138e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 157690 members 
Entering Unmasked Estep 
Score: -19013816.000000 Penalty: 5943.198242
	Iteration 69Q: 3 clusters Score -1.901382e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 157779 members 
Entering Unmasked Estep 
Score: -19013852.000000 Penalty: 5943.198242
	Iteration 70Q: 3 clusters Score -1.901385e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 157858 members 
Entering Unmasked Estep 
Score: -19013886.000000 Penalty: 5943.198242
	Iteration 71Q: 3 clusters Score -1.901389e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 157918 members 
Entering Unmasked Estep 
Score: -19013896.000000 Penalty: 5943.198242
	Iteration 72Q: 3 clusters Score -1.90139e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 157970 members 
Entering Unmasked Estep 
Score: -19013920.000000 Penalty: 5943.198242
	Iteration 73Q: 3 clusters Score -1.901392e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 158025 members 
Entering Unmasked Estep 
Score: -19013942.000000 Penalty: 5943.198242
	Iteration 74Q: 3 clusters Score -1.901394e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 158064 members 
Entering Unmasked Estep 
Score: -19013958.000000 Penalty: 5943.198242
	Iteration 75Q: 3 clusters Score -1.901396e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 158107 members 
Entering Unmasked Estep 
Score: -19013978.000000 Penalty: 5943.198242
	Iteration 76Q: 3 clusters Score -1.901398e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 158124 members 
Entering Unmasked Estep 
Score: -19014018.000000 Penalty: 5943.198242
	Iteration 77Q: 3 clusters Score -1.901402e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 158139 members 
Entering Unmasked Estep 
Score: -19014008.000000 Penalty: 5943.198242
	Iteration 78Q: 3 clusters Score -1.901401e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 158158 members 
Entering Unmasked Estep 
Score: -19014008.000000 Penalty: 5943.198242
	Iteration 79Q: 3 clusters Score -1.901401e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 158176 members 
Entering Unmasked Estep 
Score: -19014038.000000 Penalty: 5943.198242
	Iteration 80F: 3 clusters Score -1.901404e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 158187 members 
Entering Unmasked Estep 
Score: -19014044.000000 Penalty: 5943.198242
	Iteration 81Q: 3 clusters Score -1.901404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 158192 members 
Entering Unmasked Estep 
Score: -19014054.000000 Penalty: 5943.198242
	Iteration 82Q: 3 clusters Score -1.901405e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 158206 members 
Entering Unmasked Estep 
Score: -19014052.000000 Penalty: 5943.198242
	Iteration 83Q: 3 clusters Score -1.901405e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 158216 members 
Entering Unmasked Estep 
Score: -19014066.000000 Penalty: 5943.198242
	Iteration 84Q: 3 clusters Score -1.901407e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 158232 members 
Entering Unmasked Estep 
Score: -19014052.000000 Penalty: 5943.198242
	Iteration 85Q: 3 clusters Score -1.901405e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 158236 members 
Entering Unmasked Estep 
Score: -19014062.000000 Penalty: 5943.198242
	Iteration 86Q: 3 clusters Score -1.901406e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 158250 members 
Entering Unmasked Estep 
Score: -19014082.000000 Penalty: 5943.198242
	Iteration 87Q: 3 clusters Score -1.901408e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 158259 members 
Entering Unmasked Estep 
Score: -19014082.000000 Penalty: 5943.198242
	Iteration 88Q: 3 clusters Score -1.901408e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 158272 members 
Entering Unmasked Estep 
Score: -19014094.000000 Penalty: 5943.198242
	Iteration 89Q: 3 clusters Score -1.901409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 158281 members 
Entering Unmasked Estep 
Score: -19014084.000000 Penalty: 5943.198242
	Iteration 90Q: 3 clusters Score -1.901408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 158289 members 
Entering Unmasked Estep 
Score: -19014100.000000 Penalty: 5943.198242
	Iteration 91Q: 3 clusters Score -1.90141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 158291 members 
Entering Unmasked Estep 
Score: -19014110.000000 Penalty: 5943.198242
	Iteration 92Q: 3 clusters Score -1.901411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 158295 members 
Entering Unmasked Estep 
Score: -19014110.000000 Penalty: 5943.198242
	Iteration 93Q: 3 clusters Score -1.901411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 158299 members 
Entering Unmasked Estep 
Score: -19014102.000000 Penalty: 5943.198242
	Iteration 94Q: 3 clusters Score -1.90141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 158301 members 
Entering Unmasked Estep 
Score: -19014110.000000 Penalty: 5943.198242
	Iteration 95Q: 3 clusters Score -1.901411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 158302 members 
Entering Unmasked Estep 
Score: -19014114.000000 Penalty: 5943.198242
	Iteration 96Q: 3 clusters Score -1.901411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 158303 members 
Entering Unmasked Estep 
Score: -19014116.000000 Penalty: 5943.198242
	Iteration 97Q: 3 clusters Score -1.901412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 158306 members 
Entering Unmasked Estep 
Score: -19014114.000000 Penalty: 5943.198242
	Iteration 98Q: 3 clusters Score -1.901411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 158306 members 
Entering Unmasked Estep 
Score: -19014120.000000 Penalty: 5943.198242
	Iteration 99Q: 3 clusters Score -1.901412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 158308 members 
Entering Unmasked Estep 
Score: -19014120.000000 Penalty: 5943.198242
	Iteration 100F: 3 clusters Score -1.901412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 158313 members 
Entering Unmasked Estep 
Score: -19014126.000000 Penalty: 5943.198242
	Iteration 101Q: 3 clusters Score -1.901413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 158317 members 
Entering Unmasked Estep 
Score: -19014122.000000 Penalty: 5943.198242
	Iteration 102Q: 3 clusters Score -1.901412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 158317 members 
Entering Unmasked Estep 
Score: -19014122.000000 Penalty: 5943.198242
	Iteration 103F: 3 clusters Score -1.901412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Entering Unmasked Estep 
Score: -1967768.875000 Penalty: 2404.554932
	Iteration 0F: 2 clusters Score -1967769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1956118.000000 Penalty: 4809.109863
	Iteration 0F: 3 clusters Score -1956118 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1959894.625000 Penalty: 4809.109863
	Iteration 1F: 3 clusters Score -1959895 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1960402.250000 Penalty: 4809.109863
	Iteration 2F: 3 clusters Score -1960402 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1960995.000000 Penalty: 4809.109863
	Iteration 3F: 3 clusters Score -1960995 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1961762.000000 Penalty: 4809.109863
	Iteration 4F: 3 clusters Score -1961762 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1962766.375000 Penalty: 4809.109863
	Iteration 5F: 3 clusters Score -1962766 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1963870.625000 Penalty: 4809.109863
	Iteration 6F: 3 clusters Score -1963871 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1964764.625000 Penalty: 4809.109863
	Iteration 7F: 3 clusters Score -1964765 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1965321.375000 Penalty: 4809.109863
	Iteration 8Q: 3 clusters Score -1965321 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1965581.625000 Penalty: 4809.109863
	Iteration 9Q: 3 clusters Score -1965582 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1965734.000000 Penalty: 4809.109863
	Iteration 10Q: 3 clusters Score -1965734 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -1965815.125000 Penalty: 4809.109863
	Iteration 11Q: 3 clusters Score -1965815 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -1965862.500000 Penalty: 4809.109863
	Iteration 12Q: 3 clusters Score -1965862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -1965900.125000 Penalty: 4809.109863
	Iteration 13Q: 3 clusters Score -1965900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1965926.250000 Penalty: 4809.109863
	Iteration 14Q: 3 clusters Score -1965926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1965940.875000 Penalty: 4809.109863
	Iteration 15Q: 3 clusters Score -1965941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1965952.500000 Penalty: 4809.109863
	Iteration 16Q: 3 clusters Score -1965952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1965958.125000 Penalty: 4809.109863
	Iteration 17Q: 3 clusters Score -1965958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1965961.500000 Penalty: 4809.109863
	Iteration 18Q: 3 clusters Score -1965962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1965963.250000 Penalty: 4809.109863
	Iteration 19Q: 3 clusters Score -1965963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1965967.625000 Penalty: 4809.109863
	Iteration 20F: 3 clusters Score -1965968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1965967.750000 Penalty: 4809.109863
	Iteration 21Q: 3 clusters Score -1965968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1965967.750000 Penalty: 4809.109863
	Iteration 22F: 3 clusters Score -1965968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Entering Unmasked Estep 
Score: -1240279.500000 Penalty: 2292.072266
	Iteration 0F: 2 clusters Score -1240280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1232362.750000 Penalty: 4584.144531
	Iteration 0F: 3 clusters Score -1232363 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1234728.000000 Penalty: 4584.144531
	Iteration 1F: 3 clusters Score -1234728 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1235174.250000 Penalty: 4584.144531
	Iteration 2F: 3 clusters Score -1235174 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1235591.000000 Penalty: 4584.144531
	Iteration 3F: 3 clusters Score -1235591 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1236056.625000 Penalty: 4584.144531
	Iteration 4F: 3 clusters Score -1236057 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1236546.625000 Penalty: 4584.144531
	Iteration 5F: 3 clusters Score -1236547 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1236993.625000 Penalty: 4584.144531
	Iteration 6F: 3 clusters Score -1236994 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1237380.125000 Penalty: 4584.144531
	Iteration 7F: 3 clusters Score -1237380 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1237712.250000 Penalty: 4584.144531
	Iteration 8Q: 3 clusters Score -1237712 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1237982.125000 Penalty: 4584.144531
	Iteration 9Q: 3 clusters Score -1237982 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1238176.500000 Penalty: 4584.144531
	Iteration 10Q: 3 clusters Score -1238176 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1238287.000000 Penalty: 4584.144531
	Iteration 11Q: 3 clusters Score -1238287 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1238382.375000 Penalty: 4584.144531
	Iteration 12Q: 3 clusters Score -1238382 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1238458.375000 Penalty: 4584.144531
	Iteration 13Q: 3 clusters Score -1238458 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1238498.750000 Penalty: 4584.144531
	Iteration 14Q: 3 clusters Score -1238499 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1238527.250000 Penalty: 4584.144531
	Iteration 15Q: 3 clusters Score -1238527 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1238545.375000 Penalty: 4584.144531
	Iteration 16Q: 3 clusters Score -1238545 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1238564.250000 Penalty: 4584.144531
	Iteration 17Q: 3 clusters Score -1238564 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1238573.625000 Penalty: 4584.144531
	Iteration 18Q: 3 clusters Score -1238574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1238580.125000 Penalty: 4584.144531
	Iteration 19Q: 3 clusters Score -1238580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1238588.625000 Penalty: 4584.144531
	Iteration 20F: 3 clusters Score -1238589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1238592.500000 Penalty: 4584.144531
	Iteration 21Q: 3 clusters Score -1238592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1238599.375000 Penalty: 4584.144531
	Iteration 22Q: 3 clusters Score -1238599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1238603.750000 Penalty: 4584.144531
	Iteration 23Q: 3 clusters Score -1238604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1238604.875000 Penalty: 4584.144531
	Iteration 24Q: 3 clusters Score -1238605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1238609.500000 Penalty: 4584.144531
	Iteration 25Q: 3 clusters Score -1238610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1238614.125000 Penalty: 4584.144531
	Iteration 26Q: 3 clusters Score -1238614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1238615.250000 Penalty: 4584.144531
	Iteration 27Q: 3 clusters Score -1238615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1238614.875000 Penalty: 4584.144531
	Iteration 28Q: 3 clusters Score -1238615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1238615.500000 Penalty: 4584.144531
	Iteration 29Q: 3 clusters Score -1238616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1238618.750000 Penalty: 4584.144531
	Iteration 30Q: 3 clusters Score -1238619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1238620.625000 Penalty: 4584.144531
	Iteration 31Q: 3 clusters Score -1238621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1238621.000000 Penalty: 4584.144531
	Iteration 32Q: 3 clusters Score -1238621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1238621.500000 Penalty: 4584.144531
	Iteration 33Q: 3 clusters Score -1238622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1238624.750000 Penalty: 4584.144531
	Iteration 34Q: 3 clusters Score -1238625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1238626.375000 Penalty: 4584.144531
	Iteration 35Q: 3 clusters Score -1238626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1238629.375000 Penalty: 4584.144531
	Iteration 36Q: 3 clusters Score -1238629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1238631.500000 Penalty: 4584.144531
	Iteration 37Q: 3 clusters Score -1238632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1238631.875000 Penalty: 4584.144531
	Iteration 38Q: 3 clusters Score -1238632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1238632.500000 Penalty: 4584.144531
	Iteration 39Q: 3 clusters Score -1238632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1238634.875000 Penalty: 4584.144531
	Iteration 40F: 3 clusters Score -1238635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1238632.125000 Penalty: 4584.144531
	Iteration 41Q: 3 clusters Score -1238632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1238633.750000 Penalty: 4584.144531
	Iteration 42Q: 3 clusters Score -1238634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1238634.250000 Penalty: 4584.144531
	Iteration 43Q: 3 clusters Score -1238634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1238635.250000 Penalty: 4584.144531
	Iteration 44Q: 3 clusters Score -1238635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1238636.750000 Penalty: 4584.144531
	Iteration 45Q: 3 clusters Score -1238637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1238636.875000 Penalty: 4584.144531
	Iteration 46Q: 3 clusters Score -1238637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1238636.875000 Penalty: 4584.144531
	Iteration 47F: 3 clusters Score -1238637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Entering Unmasked Estep 
Score: -5263115.500000 Penalty: 2649.104004
	Iteration 0F: 2 clusters Score -5263116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -5233563.000000 Penalty: 5298.208008
	Iteration 0F: 3 clusters Score -5233563 nChanged 20184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -5244522.000000 Penalty: 5298.208008
	Iteration 1F: 3 clusters Score -5244522 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -5245036.000000 Penalty: 5298.208008
	Iteration 2Q: 3 clusters Score -5245036 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -5245489.500000 Penalty: 5298.208008
	Iteration 3Q: 3 clusters Score -5245490 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -5245916.500000 Penalty: 5298.208008
	Iteration 4Q: 3 clusters Score -5245916 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -5246316.500000 Penalty: 5298.208008
	Iteration 5Q: 3 clusters Score -5246316 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -5246817.500000 Penalty: 5298.208008
	Iteration 6Q: 3 clusters Score -5246818 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -5247403.500000 Penalty: 5298.208008
	Iteration 7Q: 3 clusters Score -5247404 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -5248208.500000 Penalty: 5298.208008
	Iteration 8Q: 3 clusters Score -5248208 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -5249360.500000 Penalty: 5298.208008
	Iteration 9Q: 3 clusters Score -5249360 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -5250955.000000 Penalty: 5298.208008
	Iteration 10F: 3 clusters Score -5250955 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -5253054.500000 Penalty: 5298.208008
	Iteration 11F: 3 clusters Score -5253054 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -5255378.500000 Penalty: 5298.208008
	Iteration 12F: 3 clusters Score -5255378 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -5257464.000000 Penalty: 5298.208008
	Iteration 13F: 3 clusters Score -5257464 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -5259035.000000 Penalty: 5298.208008
	Iteration 14Q: 3 clusters Score -5259035 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5259875.000000 Penalty: 5298.208008
	Iteration 15Q: 3 clusters Score -5259875 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5260308.500000 Penalty: 5298.208008
	Iteration 16Q: 3 clusters Score -5260308 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5260545.500000 Penalty: 5298.208008
	Iteration 17Q: 3 clusters Score -5260546 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5260650.500000 Penalty: 5298.208008
	Iteration 18Q: 3 clusters Score -5260650 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5260719.500000 Penalty: 5298.208008
	Iteration 19Q: 3 clusters Score -5260720 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5260756.500000 Penalty: 5298.208008
	Iteration 20F: 3 clusters Score -5260756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5260802.000000 Penalty: 5298.208008
	Iteration 21Q: 3 clusters Score -5260802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5260824.000000 Penalty: 5298.208008
	Iteration 22Q: 3 clusters Score -5260824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5260843.000000 Penalty: 5298.208008
	Iteration 23Q: 3 clusters Score -5260843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5260855.500000 Penalty: 5298.208008
	Iteration 24Q: 3 clusters Score -5260856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5260860.000000 Penalty: 5298.208008
	Iteration 25Q: 3 clusters Score -5260860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5260864.000000 Penalty: 5298.208008
	Iteration 26Q: 3 clusters Score -5260864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5260868.000000 Penalty: 5298.208008
	Iteration 27Q: 3 clusters Score -5260868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5260869.000000 Penalty: 5298.208008
	Iteration 28Q: 3 clusters Score -5260869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5260872.500000 Penalty: 5298.208008
	Iteration 29Q: 3 clusters Score -5260872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5260872.500000 Penalty: 5298.208008
	Iteration 30F: 3 clusters Score -5260872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Entering Unmasked Estep 
Score: -198227.093750 Penalty: 1840.748657
	Iteration 0F: 2 clusters Score -198227.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -195770.578125 Penalty: 3681.497314
	Iteration 0F: 3 clusters Score -195770.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -196164.093750 Penalty: 3681.497314
	Iteration 1F: 3 clusters Score -196164.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -196269.625000 Penalty: 3681.497314
	Iteration 2F: 3 clusters Score -196269.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -196315.984375 Penalty: 3681.497314
	Iteration 3Q: 3 clusters Score -196316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -196333.328125 Penalty: 3681.497314
	Iteration 4Q: 3 clusters Score -196333.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -196353.406250 Penalty: 3681.497314
	Iteration 5Q: 3 clusters Score -196353.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -196362.578125 Penalty: 3681.497314
	Iteration 6Q: 3 clusters Score -196362.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -196371.000000 Penalty: 3681.497314
	Iteration 7Q: 3 clusters Score -196371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -196379.500000 Penalty: 3681.497314
	Iteration 8Q: 3 clusters Score -196379.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -196388.875000 Penalty: 3681.497314
	Iteration 9Q: 3 clusters Score -196388.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -196398.593750 Penalty: 3681.497314
	Iteration 10Q: 3 clusters Score -196398.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -196405.984375 Penalty: 3681.497314
	Iteration 11Q: 3 clusters Score -196406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -196409.218750 Penalty: 3681.497314
	Iteration 12Q: 3 clusters Score -196409.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -196412.218750 Penalty: 3681.497314
	Iteration 13Q: 3 clusters Score -196412.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -196414.484375 Penalty: 3681.497314
	Iteration 14Q: 3 clusters Score -196414.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -196416.140625 Penalty: 3681.497314
	Iteration 15Q: 3 clusters Score -196416.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -196420.531250 Penalty: 3681.497314
	Iteration 16Q: 3 clusters Score -196420.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -196424.312500 Penalty: 3681.497314
	Iteration 17Q: 3 clusters Score -196424.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -196425.843750 Penalty: 3681.497314
	Iteration 18Q: 3 clusters Score -196425.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -196427.375000 Penalty: 3681.497314
	Iteration 19Q: 3 clusters Score -196427.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -196428.796875 Penalty: 3681.497314
	Iteration 20F: 3 clusters Score -196428.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -196429.812500 Penalty: 3681.497314
	Iteration 21Q: 3 clusters Score -196429.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -196431.171875 Penalty: 3681.497314
	Iteration 22Q: 3 clusters Score -196431.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -196431.171875 Penalty: 3681.497314
	Iteration 23F: 3 clusters Score -196431.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Entering Unmasked Estep 
Score: -592987.625000 Penalty: 2106.898926
	Iteration 0F: 2 clusters Score -592987.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -588553.687500 Penalty: 4213.797852
	Iteration 0F: 3 clusters Score -588553.7 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -589699.125000 Penalty: 4213.797852
	Iteration 1F: 3 clusters Score -589699.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -590045.000000 Penalty: 4213.797852
	Iteration 2F: 3 clusters Score -590045 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -590379.750000 Penalty: 4213.797852
	Iteration 3F: 3 clusters Score -590379.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -590691.875000 Penalty: 4213.797852
	Iteration 4F: 3 clusters Score -590691.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -590986.625000 Penalty: 4213.797852
	Iteration 5F: 3 clusters Score -590986.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -591271.375000 Penalty: 4213.797852
	Iteration 6F: 3 clusters Score -591271.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -591518.875000 Penalty: 4213.797852
	Iteration 7F: 3 clusters Score -591518.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -591767.812500 Penalty: 4213.797852
	Iteration 8Q: 3 clusters Score -591767.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -591963.812500 Penalty: 4213.797852
	Iteration 9Q: 3 clusters Score -591963.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -592080.312500 Penalty: 4213.797852
	Iteration 10Q: 3 clusters Score -592080.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -592145.750000 Penalty: 4213.797852
	Iteration 11Q: 3 clusters Score -592145.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -592183.250000 Penalty: 4213.797852
	Iteration 12Q: 3 clusters Score -592183.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -592202.250000 Penalty: 4213.797852
	Iteration 13Q: 3 clusters Score -592202.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -592212.125000 Penalty: 4213.797852
	Iteration 14Q: 3 clusters Score -592212.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -592217.500000 Penalty: 4213.797852
	Iteration 15Q: 3 clusters Score -592217.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -592223.875000 Penalty: 4213.797852
	Iteration 16Q: 3 clusters Score -592223.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -592229.437500 Penalty: 4213.797852
	Iteration 17Q: 3 clusters Score -592229.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -592230.000000 Penalty: 4213.797852
	Iteration 18Q: 3 clusters Score -592230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -592232.500000 Penalty: 4213.797852
	Iteration 19Q: 3 clusters Score -592232.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -592232.500000 Penalty: 4213.797852
	Iteration 20F: 3 clusters Score -592232.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Entering Unmasked Estep 
Score: -3340165.000000 Penalty: 2534.689453
	Iteration 0F: 2 clusters Score -3340165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -3321085.750000 Penalty: 5069.378906
	Iteration 0F: 3 clusters Score -3321086 nChanged 12362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -3327940.500000 Penalty: 5069.378906
	Iteration 1F: 3 clusters Score -3327940 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -3328370.000000 Penalty: 5069.378906
	Iteration 2Q: 3 clusters Score -3328370 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -3328703.250000 Penalty: 5069.378906
	Iteration 3Q: 3 clusters Score -3328703 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -3328963.750000 Penalty: 5069.378906
	Iteration 4Q: 3 clusters Score -3328964 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -3329186.000000 Penalty: 5069.378906
	Iteration 5Q: 3 clusters Score -3329186 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -3329414.250000 Penalty: 5069.378906
	Iteration 6Q: 3 clusters Score -3329414 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -3329604.750000 Penalty: 5069.378906
	Iteration 7Q: 3 clusters Score -3329605 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -3329823.000000 Penalty: 5069.378906
	Iteration 8Q: 3 clusters Score -3329823 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -3330074.750000 Penalty: 5069.378906
	Iteration 9Q: 3 clusters Score -3330075 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -3330450.000000 Penalty: 5069.378906
	Iteration 10Q: 3 clusters Score -3330450 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -3330964.500000 Penalty: 5069.378906
	Iteration 11Q: 3 clusters Score -3330964 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -3331714.500000 Penalty: 5069.378906
	Iteration 12Q: 3 clusters Score -3331714 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -3332721.500000 Penalty: 5069.378906
	Iteration 13Q: 3 clusters Score -3332722 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -3333948.750000 Penalty: 5069.378906
	Iteration 14F: 3 clusters Score -3333949 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -3335046.500000 Penalty: 5069.378906
	Iteration 15Q: 3 clusters Score -3335046 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -3335901.750000 Penalty: 5069.378906
	Iteration 16Q: 3 clusters Score -3335902 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -3336528.750000 Penalty: 5069.378906
	Iteration 17Q: 3 clusters Score -3336529 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -3337000.500000 Penalty: 5069.378906
	Iteration 18Q: 3 clusters Score -3337000 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3337306.750000 Penalty: 5069.378906
	Iteration 19Q: 3 clusters Score -3337307 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -3337494.250000 Penalty: 5069.378906
	Iteration 20F: 3 clusters Score -3337494 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -3337663.250000 Penalty: 5069.378906
	Iteration 21Q: 3 clusters Score -3337663 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -3337781.500000 Penalty: 5069.378906
	Iteration 22Q: 3 clusters Score -3337782 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -3337855.750000 Penalty: 5069.378906
	Iteration 23Q: 3 clusters Score -3337856 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -3337903.000000 Penalty: 5069.378906
	Iteration 24Q: 3 clusters Score -3337903 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -3337951.000000 Penalty: 5069.378906
	Iteration 25Q: 3 clusters Score -3337951 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -3337996.750000 Penalty: 5069.378906
	Iteration 26Q: 3 clusters Score -3337997 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -3338024.000000 Penalty: 5069.378906
	Iteration 27Q: 3 clusters Score -3338024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -3338051.000000 Penalty: 5069.378906
	Iteration 28Q: 3 clusters Score -3338051 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -3338073.500000 Penalty: 5069.378906
	Iteration 29Q: 3 clusters Score -3338074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -3338083.500000 Penalty: 5069.378906
	Iteration 30Q: 3 clusters Score -3338084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -3338095.500000 Penalty: 5069.378906
	Iteration 31Q: 3 clusters Score -3338096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -3338104.500000 Penalty: 5069.378906
	Iteration 32Q: 3 clusters Score -3338104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -3338113.000000 Penalty: 5069.378906
	Iteration 33Q: 3 clusters Score -3338113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -3338110.750000 Penalty: 5069.378906
	Iteration 34Q: 3 clusters Score -3338111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -3338116.750000 Penalty: 5069.378906
	Iteration 35Q: 3 clusters Score -3338117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -3338119.500000 Penalty: 5069.378906
	Iteration 36Q: 3 clusters Score -3338120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -3338121.750000 Penalty: 5069.378906
	Iteration 37Q: 3 clusters Score -3338122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -3338129.500000 Penalty: 5069.378906
	Iteration 38Q: 3 clusters Score -3338130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -3338128.250000 Penalty: 5069.378906
	Iteration 39Q: 3 clusters Score -3338128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -3338141.500000 Penalty: 5069.378906
	Iteration 40F: 3 clusters Score -3338142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -3338147.500000 Penalty: 5069.378906
	Iteration 41Q: 3 clusters Score -3338148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -3338150.000000 Penalty: 5069.378906
	Iteration 42Q: 3 clusters Score -3338150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -3338156.750000 Penalty: 5069.378906
	Iteration 43Q: 3 clusters Score -3338157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -3338159.000000 Penalty: 5069.378906
	Iteration 44Q: 3 clusters Score -3338159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -3338165.750000 Penalty: 5069.378906
	Iteration 45Q: 3 clusters Score -3338166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -3338167.000000 Penalty: 5069.378906
	Iteration 46Q: 3 clusters Score -3338167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -3338169.750000 Penalty: 5069.378906
	Iteration 47Q: 3 clusters Score -3338170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -3338172.000000 Penalty: 5069.378906
	Iteration 48Q: 3 clusters Score -3338172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3338173.750000 Penalty: 5069.378906
	Iteration 49Q: 3 clusters Score -3338174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -3338176.250000 Penalty: 5069.378906
	Iteration 50Q: 3 clusters Score -3338176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -3338177.500000 Penalty: 5069.378906
	Iteration 51Q: 3 clusters Score -3338178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -3338180.250000 Penalty: 5069.378906
	Iteration 52Q: 3 clusters Score -3338180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -3338178.500000 Penalty: 5069.378906
	Iteration 53Q: 3 clusters Score -3338178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -3338177.500000 Penalty: 5069.378906
	Iteration 54Q: 3 clusters Score -3338178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -3338177.500000 Penalty: 5069.378906
	Iteration 55F: 3 clusters Score -3338178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Entering Unmasked Estep 
Score: -163778.203125 Penalty: 1816.636963
	Iteration 0F: 2 clusters Score -163778.2 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 732 members 
Entering Unmasked Estep 
Score: -161453.656250 Penalty: 3633.273926
	Iteration 0F: 3 clusters Score -161453.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -161921.953125 Penalty: 3633.273926
	Iteration 1F: 3 clusters Score -161922 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -162147.609375 Penalty: 3633.273926
	Iteration 2F: 3 clusters Score -162147.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -162376.796875 Penalty: 3633.273926
	Iteration 3F: 3 clusters Score -162376.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -162621.265625 Penalty: 3633.273926
	Iteration 4F: 3 clusters Score -162621.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -162951.312500 Penalty: 3633.273926
	Iteration 5F: 3 clusters Score -162951.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -163247.718750 Penalty: 3633.273926
	Iteration 6F: 3 clusters Score -163247.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -163510.031250 Penalty: 3633.273926
	Iteration 7F: 3 clusters Score -163510 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -163668.156250 Penalty: 3633.273926
	Iteration 8Q: 3 clusters Score -163668.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -163742.656250 Penalty: 3633.273926
	Iteration 9Q: 3 clusters Score -163742.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -163789.046875 Penalty: 3633.273926
	Iteration 10Q: 3 clusters Score -163789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -163821.859375 Penalty: 3633.273926
	Iteration 11Q: 3 clusters Score -163821.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -163845.843750 Penalty: 3633.273926
	Iteration 12Q: 3 clusters Score -163845.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -163855.468750 Penalty: 3633.273926
	Iteration 13Q: 3 clusters Score -163855.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -163855.921875 Penalty: 3633.273926
	Iteration 14Q: 3 clusters Score -163855.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -163858.625000 Penalty: 3633.273926
	Iteration 15Q: 3 clusters Score -163858.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -163859.187500 Penalty: 3633.273926
	Iteration 16Q: 3 clusters Score -163859.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -163859.187500 Penalty: 3633.273926
	Iteration 17F: 3 clusters Score -163859.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 159892 members 
Mstep: Class 3 contains 16249 members 
Mstep: Class 4 contains 10324 members 
Mstep: Class 5 contains 43559 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 27461 members 
Mstep: Class 9 contains 668 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 24718 members 
Mstep: Class 13 contains 17906 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 70776 members 
Mstep: Class 17 contains 221372 members 
Mstep: Class 18 contains 850 members 
Mstep: Class 19 contains 44291 members 
Mstep: Class 20 contains 4295 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
Score: -80041944.000000 Penalty: 73299.523438
Splitting cluster 9 changes total score from -80043328.000000 to -80041944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -90269.000000 Penalty: 1670.767822
	Iteration 0F: 2 clusters Score -90269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -88467.710938 Penalty: 3341.535645
	Iteration 0F: 3 clusters Score -88467.71 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -88763.195312 Penalty: 3341.535645
	Iteration 1F: 3 clusters Score -88763.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -88856.796875 Penalty: 3341.535645
	Iteration 2F: 3 clusters Score -88856.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -88920.414062 Penalty: 3341.535645
	Iteration 3Q: 3 clusters Score -88920.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -88963.328125 Penalty: 3341.535645
	Iteration 4Q: 3 clusters Score -88963.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -89021.960938 Penalty: 3341.535645
	Iteration 5Q: 3 clusters Score -89021.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -89144.937500 Penalty: 3341.535645
	Iteration 6Q: 3 clusters Score -89144.94 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -89266.453125 Penalty: 3341.535645
	Iteration 7Q: 3 clusters Score -89266.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -89367.093750 Penalty: 3341.535645
	Iteration 8Q: 3 clusters Score -89367.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -89422.164062 Penalty: 3341.535645
	Iteration 9Q: 3 clusters Score -89422.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -89465.859375 Penalty: 3341.535645
	Iteration 10Q: 3 clusters Score -89465.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -89497.992188 Penalty: 3341.535645
	Iteration 11Q: 3 clusters Score -89497.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -89531.218750 Penalty: 3341.535645
	Iteration 12Q: 3 clusters Score -89531.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -89546.554688 Penalty: 3341.535645
	Iteration 13Q: 3 clusters Score -89546.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -89565.914062 Penalty: 3341.535645
	Iteration 14Q: 3 clusters Score -89565.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -89588.312500 Penalty: 3341.535645
	Iteration 15Q: 3 clusters Score -89588.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -89608.695312 Penalty: 3341.535645
	Iteration 16Q: 3 clusters Score -89608.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -89627.210938 Penalty: 3341.535645
	Iteration 17Q: 3 clusters Score -89627.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -89637.539062 Penalty: 3341.535645
	Iteration 18Q: 3 clusters Score -89637.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -89647.421875 Penalty: 3341.535645
	Iteration 19Q: 3 clusters Score -89647.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -89662.781250 Penalty: 3341.535645
	Iteration 20F: 3 clusters Score -89662.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -89695.578125 Penalty: 3341.535645
	Iteration 21Q: 3 clusters Score -89695.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -89709.234375 Penalty: 3341.535645
	Iteration 22Q: 3 clusters Score -89709.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -89724.523438 Penalty: 3341.535645
	Iteration 23Q: 3 clusters Score -89724.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -89736.453125 Penalty: 3341.535645
	Iteration 24Q: 3 clusters Score -89736.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -89736.453125 Penalty: 3341.535645
	Iteration 25F: 3 clusters Score -89736.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Entering Unmasked Estep 
Score: -401229.531250 Penalty: 2012.649048
	Iteration 0F: 2 clusters Score -401229.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -397696.312500 Penalty: 4025.298096
	Iteration 0F: 3 clusters Score -397696.3 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -398422.156250 Penalty: 4025.298096
	Iteration 1F: 3 clusters Score -398422.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -398573.281250 Penalty: 4025.298096
	Iteration 2F: 3 clusters Score -398573.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -398650.531250 Penalty: 4025.298096
	Iteration 3Q: 3 clusters Score -398650.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -398709.125000 Penalty: 4025.298096
	Iteration 4Q: 3 clusters Score -398709.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -398743.750000 Penalty: 4025.298096
	Iteration 5Q: 3 clusters Score -398743.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -398770.687500 Penalty: 4025.298096
	Iteration 6Q: 3 clusters Score -398770.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -398791.218750 Penalty: 4025.298096
	Iteration 7Q: 3 clusters Score -398791.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -398811.218750 Penalty: 4025.298096
	Iteration 8Q: 3 clusters Score -398811.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -398823.500000 Penalty: 4025.298096
	Iteration 9Q: 3 clusters Score -398823.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -398832.656250 Penalty: 4025.298096
	Iteration 10Q: 3 clusters Score -398832.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -398837.500000 Penalty: 4025.298096
	Iteration 11Q: 3 clusters Score -398837.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -398839.562500 Penalty: 4025.298096
	Iteration 12Q: 3 clusters Score -398839.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -398843.062500 Penalty: 4025.298096
	Iteration 13Q: 3 clusters Score -398843.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -398846.312500 Penalty: 4025.298096
	Iteration 14Q: 3 clusters Score -398846.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -398850.875000 Penalty: 4025.298096
	Iteration 15Q: 3 clusters Score -398850.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -398856.843750 Penalty: 4025.298096
	Iteration 16Q: 3 clusters Score -398856.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -398859.937500 Penalty: 4025.298096
	Iteration 17Q: 3 clusters Score -398859.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -398861.312500 Penalty: 4025.298096
	Iteration 18Q: 3 clusters Score -398861.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -398861.843750 Penalty: 4025.298096
	Iteration 19Q: 3 clusters Score -398861.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -398863.125000 Penalty: 4025.298096
	Iteration 20F: 3 clusters Score -398863.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -398865.343750 Penalty: 4025.298096
	Iteration 21Q: 3 clusters Score -398865.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -398867.968750 Penalty: 4025.298096
	Iteration 22Q: 3 clusters Score -398868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -398869.500000 Penalty: 4025.298096
	Iteration 23Q: 3 clusters Score -398869.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -398869.906250 Penalty: 4025.298096
	Iteration 24Q: 3 clusters Score -398869.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -398871.062500 Penalty: 4025.298096
	Iteration 25Q: 3 clusters Score -398871.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -398871.062500 Penalty: 4025.298096
	Iteration 26F: 3 clusters Score -398871.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Entering Unmasked Estep 
Score: -2989887.500000 Penalty: 2508.591064
	Iteration 0F: 2 clusters Score -2989888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2972802.000000 Penalty: 5017.182129
	Iteration 0F: 3 clusters Score -2972802 nChanged 10990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2978701.750000 Penalty: 5017.182129
	Iteration 1F: 3 clusters Score -2978702 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2979156.500000 Penalty: 5017.182129
	Iteration 2F: 3 clusters Score -2979156 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2979555.750000 Penalty: 5017.182129
	Iteration 3Q: 3 clusters Score -2979556 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2979990.250000 Penalty: 5017.182129
	Iteration 4Q: 3 clusters Score -2979990 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2980508.750000 Penalty: 5017.182129
	Iteration 5Q: 3 clusters Score -2980509 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2981105.750000 Penalty: 5017.182129
	Iteration 6Q: 3 clusters Score -2981106 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2981866.500000 Penalty: 5017.182129
	Iteration 7F: 3 clusters Score -2981866 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2982837.250000 Penalty: 5017.182129
	Iteration 8F: 3 clusters Score -2982837 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2983967.250000 Penalty: 5017.182129
	Iteration 9F: 3 clusters Score -2983967 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2985034.500000 Penalty: 5017.182129
	Iteration 10F: 3 clusters Score -2985034 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2985994.500000 Penalty: 5017.182129
	Iteration 11Q: 3 clusters Score -2985994 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2986688.500000 Penalty: 5017.182129
	Iteration 12Q: 3 clusters Score -2986688 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2987105.750000 Penalty: 5017.182129
	Iteration 13Q: 3 clusters Score -2987106 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2987332.500000 Penalty: 5017.182129
	Iteration 14Q: 3 clusters Score -2987332 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2987454.750000 Penalty: 5017.182129
	Iteration 15Q: 3 clusters Score -2987455 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2987547.000000 Penalty: 5017.182129
	Iteration 16Q: 3 clusters Score -2987547 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2987607.250000 Penalty: 5017.182129
	Iteration 17Q: 3 clusters Score -2987607 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2987647.000000 Penalty: 5017.182129
	Iteration 18Q: 3 clusters Score -2987647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2987670.000000 Penalty: 5017.182129
	Iteration 19Q: 3 clusters Score -2987670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2987684.500000 Penalty: 5017.182129
	Iteration 20F: 3 clusters Score -2987684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2987704.500000 Penalty: 5017.182129
	Iteration 21Q: 3 clusters Score -2987704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2987713.250000 Penalty: 5017.182129
	Iteration 22Q: 3 clusters Score -2987713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2987718.500000 Penalty: 5017.182129
	Iteration 23Q: 3 clusters Score -2987718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2987724.500000 Penalty: 5017.182129
	Iteration 24Q: 3 clusters Score -2987724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2987724.250000 Penalty: 5017.182129
	Iteration 25Q: 3 clusters Score -2987724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2987728.500000 Penalty: 5017.182129
	Iteration 26Q: 3 clusters Score -2987728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2987731.500000 Penalty: 5017.182129
	Iteration 27Q: 3 clusters Score -2987732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2987737.250000 Penalty: 5017.182129
	Iteration 28Q: 3 clusters Score -2987737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2987740.750000 Penalty: 5017.182129
	Iteration 29Q: 3 clusters Score -2987741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2987739.500000 Penalty: 5017.182129
	Iteration 30Q: 3 clusters Score -2987740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2987739.500000 Penalty: 5017.182129
	Iteration 31F: 3 clusters Score -2987740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Entering Unmasked Estep 
Score: -2165574.250000 Penalty: 2428.637207
	Iteration 0F: 2 clusters Score -2165574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2152922.500000 Penalty: 4857.274414
	Iteration 0F: 3 clusters Score -2152922 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2156969.500000 Penalty: 4857.274414
	Iteration 1F: 3 clusters Score -2156970 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2157346.750000 Penalty: 4857.274414
	Iteration 2F: 3 clusters Score -2157347 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2157660.500000 Penalty: 4857.274414
	Iteration 3Q: 3 clusters Score -2157660 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2157895.750000 Penalty: 4857.274414
	Iteration 4Q: 3 clusters Score -2157896 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2158112.250000 Penalty: 4857.274414
	Iteration 5Q: 3 clusters Score -2158112 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2158294.250000 Penalty: 4857.274414
	Iteration 6Q: 3 clusters Score -2158294 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2158473.500000 Penalty: 4857.274414
	Iteration 7Q: 3 clusters Score -2158474 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2158657.500000 Penalty: 4857.274414
	Iteration 8Q: 3 clusters Score -2158658 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2158888.250000 Penalty: 4857.274414
	Iteration 9Q: 3 clusters Score -2158888 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2159191.250000 Penalty: 4857.274414
	Iteration 10Q: 3 clusters Score -2159191 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2159532.750000 Penalty: 4857.274414
	Iteration 11Q: 3 clusters Score -2159533 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2159949.250000 Penalty: 4857.274414
	Iteration 12Q: 3 clusters Score -2159949 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2160487.000000 Penalty: 4857.274414
	Iteration 13Q: 3 clusters Score -2160487 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2161093.250000 Penalty: 4857.274414
	Iteration 14Q: 3 clusters Score -2161093 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2161623.750000 Penalty: 4857.274414
	Iteration 15Q: 3 clusters Score -2161624 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2162026.250000 Penalty: 4857.274414
	Iteration 16Q: 3 clusters Score -2162026 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2162318.000000 Penalty: 4857.274414
	Iteration 17Q: 3 clusters Score -2162318 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2162530.250000 Penalty: 4857.274414
	Iteration 18Q: 3 clusters Score -2162530 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -2162730.000000 Penalty: 4857.274414
	Iteration 19Q: 3 clusters Score -2162730 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2162884.750000 Penalty: 4857.274414
	Iteration 20F: 3 clusters Score -2162885 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2163019.000000 Penalty: 4857.274414
	Iteration 21Q: 3 clusters Score -2163019 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2163109.000000 Penalty: 4857.274414
	Iteration 22Q: 3 clusters Score -2163109 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2163189.750000 Penalty: 4857.274414
	Iteration 23Q: 3 clusters Score -2163190 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2163245.750000 Penalty: 4857.274414
	Iteration 24Q: 3 clusters Score -2163246 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2163302.250000 Penalty: 4857.274414
	Iteration 25Q: 3 clusters Score -2163302 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -2163342.000000 Penalty: 4857.274414
	Iteration 26Q: 3 clusters Score -2163342 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2163366.750000 Penalty: 4857.274414
	Iteration 27Q: 3 clusters Score -2163367 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2163381.000000 Penalty: 4857.274414
	Iteration 28Q: 3 clusters Score -2163381 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2163400.750000 Penalty: 4857.274414
	Iteration 29Q: 3 clusters Score -2163401 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2163419.500000 Penalty: 4857.274414
	Iteration 30Q: 3 clusters Score -2163420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2163434.000000 Penalty: 4857.274414
	Iteration 31Q: 3 clusters Score -2163434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2163446.500000 Penalty: 4857.274414
	Iteration 32Q: 3 clusters Score -2163446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2163459.000000 Penalty: 4857.274414
	Iteration 33Q: 3 clusters Score -2163459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2163469.250000 Penalty: 4857.274414
	Iteration 34Q: 3 clusters Score -2163469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2163477.250000 Penalty: 4857.274414
	Iteration 35Q: 3 clusters Score -2163477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2163494.000000 Penalty: 4857.274414
	Iteration 36Q: 3 clusters Score -2163494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2163500.500000 Penalty: 4857.274414
	Iteration 37Q: 3 clusters Score -2163500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2163508.750000 Penalty: 4857.274414
	Iteration 38Q: 3 clusters Score -2163509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2163524.250000 Penalty: 4857.274414
	Iteration 39Q: 3 clusters Score -2163524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2163536.250000 Penalty: 4857.274414
	Iteration 40F: 3 clusters Score -2163536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2163537.250000 Penalty: 4857.274414
	Iteration 41Q: 3 clusters Score -2163537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2163547.750000 Penalty: 4857.274414
	Iteration 42Q: 3 clusters Score -2163548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2163553.250000 Penalty: 4857.274414
	Iteration 43Q: 3 clusters Score -2163553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2163553.500000 Penalty: 4857.274414
	Iteration 44Q: 3 clusters Score -2163554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2163561.500000 Penalty: 4857.274414
	Iteration 45Q: 3 clusters Score -2163562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2163567.750000 Penalty: 4857.274414
	Iteration 46Q: 3 clusters Score -2163568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2163574.000000 Penalty: 4857.274414
	Iteration 47Q: 3 clusters Score -2163574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2163577.000000 Penalty: 4857.274414
	Iteration 48Q: 3 clusters Score -2163577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2163580.250000 Penalty: 4857.274414
	Iteration 49Q: 3 clusters Score -2163580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2163586.250000 Penalty: 4857.274414
	Iteration 50Q: 3 clusters Score -2163586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2163591.750000 Penalty: 4857.274414
	Iteration 51Q: 3 clusters Score -2163592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2163597.250000 Penalty: 4857.274414
	Iteration 52Q: 3 clusters Score -2163597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2163596.250000 Penalty: 4857.274414
	Iteration 53Q: 3 clusters Score -2163596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2163603.000000 Penalty: 4857.274414
	Iteration 54Q: 3 clusters Score -2163603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2163608.500000 Penalty: 4857.274414
	Iteration 55Q: 3 clusters Score -2163608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2163607.500000 Penalty: 4857.274414
	Iteration 56Q: 3 clusters Score -2163608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2163610.000000 Penalty: 4857.274414
	Iteration 57Q: 3 clusters Score -2163610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -2163616.000000 Penalty: 4857.274414
	Iteration 58Q: 3 clusters Score -2163616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2163616.250000 Penalty: 4857.274414
	Iteration 59Q: 3 clusters Score -2163616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2163614.250000 Penalty: 4857.274414
	Iteration 60F: 3 clusters Score -2163614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2163619.000000 Penalty: 4857.274414
	Iteration 61Q: 3 clusters Score -2163619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2163619.750000 Penalty: 4857.274414
	Iteration 62Q: 3 clusters Score -2163620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2163619.750000 Penalty: 4857.274414
	Iteration 63Q: 3 clusters Score -2163620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2163619.750000 Penalty: 4857.274414
	Iteration 64F: 3 clusters Score -2163620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -31524.550781 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -31524.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -30289.130859 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -30289.13 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30453.312500 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -30453.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -30497.347656 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -30497.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -30518.771484 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -30518.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30532.326172 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -30532.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -30551.337891 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -30551.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30561.439453 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -30561.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30573.179688 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -30573.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30574.867188 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -30574.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30574.867188 Penalty: 2868.777344
	Iteration 9F: 3 clusters Score -30574.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Entering Unmasked Estep 
Score: -260140.640625 Penalty: 1918.604126
	Iteration 0F: 2 clusters Score -260140.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -257347.000000 Penalty: 3837.208252
	Iteration 0F: 3 clusters Score -257347 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -257874.562500 Penalty: 3837.208252
	Iteration 1F: 3 clusters Score -257874.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -258009.906250 Penalty: 3837.208252
	Iteration 2F: 3 clusters Score -258009.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -258111.312500 Penalty: 3837.208252
	Iteration 3Q: 3 clusters Score -258111.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -258202.875000 Penalty: 3837.208252
	Iteration 4Q: 3 clusters Score -258202.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -258327.750000 Penalty: 3837.208252
	Iteration 5Q: 3 clusters Score -258327.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -258495.515625 Penalty: 3837.208252
	Iteration 6Q: 3 clusters Score -258495.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -258731.578125 Penalty: 3837.208252
	Iteration 7F: 3 clusters Score -258731.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -259027.875000 Penalty: 3837.208252
	Iteration 8F: 3 clusters Score -259027.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -259257.109375 Penalty: 3837.208252
	Iteration 9F: 3 clusters Score -259257.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -259421.703125 Penalty: 3837.208252
	Iteration 10Q: 3 clusters Score -259421.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -259508.593750 Penalty: 3837.208252
	Iteration 11Q: 3 clusters Score -259508.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -259550.281250 Penalty: 3837.208252
	Iteration 12Q: 3 clusters Score -259550.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -259573.625000 Penalty: 3837.208252
	Iteration 13Q: 3 clusters Score -259573.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -259597.828125 Penalty: 3837.208252
	Iteration 14Q: 3 clusters Score -259597.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -259619.343750 Penalty: 3837.208252
	Iteration 15Q: 3 clusters Score -259619.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -259632.453125 Penalty: 3837.208252
	Iteration 16Q: 3 clusters Score -259632.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -259636.421875 Penalty: 3837.208252
	Iteration 17Q: 3 clusters Score -259636.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -259637.625000 Penalty: 3837.208252
	Iteration 18Q: 3 clusters Score -259637.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -259638.125000 Penalty: 3837.208252
	Iteration 19Q: 3 clusters Score -259638.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -259638.125000 Penalty: 3837.208252
	Iteration 20F: 3 clusters Score -259638.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (70776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70776 members 
Entering Unmasked Estep 
Score: -8506889.000000 Penalty: 2769.484375
	Iteration 0F: 2 clusters Score -8506889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -8459479.000000 Penalty: 5538.968750
	Iteration 0F: 3 clusters Score -8459479 nChanged 33185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -8478377.000000 Penalty: 5538.968750
	Iteration 1F: 3 clusters Score -8478377 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -8479051.000000 Penalty: 5538.968750
	Iteration 2Q: 3 clusters Score -8479051 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -8479728.000000 Penalty: 5538.968750
	Iteration 3Q: 3 clusters Score -8479728 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -8480648.000000 Penalty: 5538.968750
	Iteration 4Q: 3 clusters Score -8480648 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -8481897.000000 Penalty: 5538.968750
	Iteration 5Q: 3 clusters Score -8481897 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -8483884.000000 Penalty: 5538.968750
	Iteration 6Q: 3 clusters Score -8483884 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -8486763.000000 Penalty: 5538.968750
	Iteration 7F: 3 clusters Score -8486763 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 54208 members 
Entering Unmasked Estep 
Score: -8490479.000000 Penalty: 5538.968750
	Iteration 8F: 3 clusters Score -8490479 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 58770 members 
Entering Unmasked Estep 
Score: -8494427.000000 Penalty: 5538.968750
	Iteration 9F: 3 clusters Score -8494427 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 62740 members 
Entering Unmasked Estep 
Score: -8497914.000000 Penalty: 5538.968750
	Iteration 10F: 3 clusters Score -8497914 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 65704 members 
Entering Unmasked Estep 
Score: -8500462.000000 Penalty: 5538.968750
	Iteration 11Q: 3 clusters Score -8500462 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 67708 members 
Entering Unmasked Estep 
Score: -8502147.000000 Penalty: 5538.968750
	Iteration 12Q: 3 clusters Score -8502147 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 68944 members 
Entering Unmasked Estep 
Score: -8503112.000000 Penalty: 5538.968750
	Iteration 13Q: 3 clusters Score -8503112 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 69648 members 
Entering Unmasked Estep 
Score: -8503704.000000 Penalty: 5538.968750
	Iteration 14Q: 3 clusters Score -8503704 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 69987 members 
Entering Unmasked Estep 
Score: -8503963.000000 Penalty: 5538.968750
	Iteration 15Q: 3 clusters Score -8503963 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 70169 members 
Entering Unmasked Estep 
Score: -8504129.000000 Penalty: 5538.968750
	Iteration 16Q: 3 clusters Score -8504129 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 70264 members 
Entering Unmasked Estep 
Score: -8504217.000000 Penalty: 5538.968750
	Iteration 17Q: 3 clusters Score -8504217 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 70320 members 
Entering Unmasked Estep 
Score: -8504270.000000 Penalty: 5538.968750
	Iteration 18Q: 3 clusters Score -8504270 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 70350 members 
Entering Unmasked Estep 
Score: -8504315.000000 Penalty: 5538.968750
	Iteration 19Q: 3 clusters Score -8504315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 70373 members 
Entering Unmasked Estep 
Score: -8504360.000000 Penalty: 5538.968750
	Iteration 20F: 3 clusters Score -8504360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 70385 members 
Entering Unmasked Estep 
Score: -8504380.000000 Penalty: 5538.968750
	Iteration 21Q: 3 clusters Score -8504380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 70396 members 
Entering Unmasked Estep 
Score: -8504391.000000 Penalty: 5538.968750
	Iteration 22Q: 3 clusters Score -8504391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 70412 members 
Entering Unmasked Estep 
Score: -8504432.000000 Penalty: 5538.968750
	Iteration 23Q: 3 clusters Score -8504432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 70421 members 
Entering Unmasked Estep 
Score: -8504442.000000 Penalty: 5538.968750
	Iteration 24Q: 3 clusters Score -8504442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 70424 members 
Entering Unmasked Estep 
Score: -8504447.000000 Penalty: 5538.968750
	Iteration 25Q: 3 clusters Score -8504447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 70428 members 
Entering Unmasked Estep 
Score: -8504459.000000 Penalty: 5538.968750
	Iteration 26Q: 3 clusters Score -8504459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -8504469.000000 Penalty: 5538.968750
	Iteration 27Q: 3 clusters Score -8504469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 70434 members 
Entering Unmasked Estep 
Score: -8504465.000000 Penalty: 5538.968750
	Iteration 28Q: 3 clusters Score -8504465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 70435 members 
Entering Unmasked Estep 
Score: -8504470.000000 Penalty: 5538.968750
	Iteration 29Q: 3 clusters Score -8504470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 70437 members 
Entering Unmasked Estep 
Score: -8504467.000000 Penalty: 5538.968750
	Iteration 30Q: 3 clusters Score -8504467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 70440 members 
Entering Unmasked Estep 
Score: -8504466.000000 Penalty: 5538.968750
	Iteration 31Q: 3 clusters Score -8504466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 70443 members 
Entering Unmasked Estep 
Score: -8504476.000000 Penalty: 5538.968750
	Iteration 32Q: 3 clusters Score -8504476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 70448 members 
Entering Unmasked Estep 
Score: -8504482.000000 Penalty: 5538.968750
	Iteration 33Q: 3 clusters Score -8504482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 70447 members 
Entering Unmasked Estep 
Score: -8504482.000000 Penalty: 5538.968750
	Iteration 34Q: 3 clusters Score -8504482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 70447 members 
Entering Unmasked Estep 
Score: -8504477.000000 Penalty: 5538.968750
	Iteration 35Q: 3 clusters Score -8504477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 70447 members 
Entering Unmasked Estep 
Score: -8504477.000000 Penalty: 5538.968750
	Iteration 36F: 3 clusters Score -8504477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (221372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221372 members 
Entering Unmasked Estep 
Score: -26367376.000000 Penalty: 3052.284912
	Iteration 0F: 2 clusters Score -2.636738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110998 members 
Mstep: Class 2 contains 110374 members 
Entering Unmasked Estep 
Score: -26229666.000000 Penalty: 6104.569824
	Iteration 0F: 3 clusters Score -2.622967e+07 nChanged 107007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116541 members 
Mstep: Class 2 contains 104831 members 
Entering Unmasked Estep 
Score: -26292862.000000 Penalty: 6104.569824
	Iteration 1F: 3 clusters Score -2.629286e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119233 members 
Mstep: Class 2 contains 102139 members 
Entering Unmasked Estep 
Score: -26294638.000000 Penalty: 6104.569824
	Iteration 2Q: 3 clusters Score -2.629464e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122922 members 
Mstep: Class 2 contains 98450 members 
Entering Unmasked Estep 
Score: -26297144.000000 Penalty: 6104.569824
	Iteration 3Q: 3 clusters Score -2.629714e+07 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127698 members 
Mstep: Class 2 contains 93674 members 
Entering Unmasked Estep 
Score: -26301722.000000 Penalty: 6104.569824
	Iteration 4Q: 3 clusters Score -2.630172e+07 nChanged 13837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133803 members 
Mstep: Class 2 contains 87569 members 
Entering Unmasked Estep 
Score: -26309558.000000 Penalty: 6104.569824
	Iteration 5F: 3 clusters Score -2.630956e+07 nChanged 16607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139996 members 
Mstep: Class 2 contains 81376 members 
Entering Unmasked Estep 
Score: -26322246.000000 Penalty: 6104.569824
	Iteration 6F: 3 clusters Score -2.632225e+07 nChanged 17387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144019 members 
Mstep: Class 2 contains 77353 members 
Entering Unmasked Estep 
Score: -26335856.000000 Penalty: 6104.569824
	Iteration 7F: 3 clusters Score -2.633586e+07 nChanged 14610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144335 members 
Mstep: Class 2 contains 77037 members 
Entering Unmasked Estep 
Score: -26343772.000000 Penalty: 6104.569824
	Iteration 8F: 3 clusters Score -2.634377e+07 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142828 members 
Mstep: Class 2 contains 78544 members 
Entering Unmasked Estep 
Score: -26346360.000000 Penalty: 6104.569824
	Iteration 9Q: 3 clusters Score -2.634636e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140987 members 
Mstep: Class 2 contains 80385 members 
Entering Unmasked Estep 
Score: -26347256.000000 Penalty: 6104.569824
	Iteration 10Q: 3 clusters Score -2.634726e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139089 members 
Mstep: Class 2 contains 82283 members 
Entering Unmasked Estep 
Score: -26347956.000000 Penalty: 6104.569824
	Iteration 11Q: 3 clusters Score -2.634796e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137328 members 
Mstep: Class 2 contains 84044 members 
Entering Unmasked Estep 
Score: -26348318.000000 Penalty: 6104.569824
	Iteration 12Q: 3 clusters Score -2.634832e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135563 members 
Mstep: Class 2 contains 85809 members 
Entering Unmasked Estep 
Score: -26348776.000000 Penalty: 6104.569824
	Iteration 13Q: 3 clusters Score -2.634878e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133764 members 
Mstep: Class 2 contains 87608 members 
Entering Unmasked Estep 
Score: -26349336.000000 Penalty: 6104.569824
	Iteration 14Q: 3 clusters Score -2.634934e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131821 members 
Mstep: Class 2 contains 89551 members 
Entering Unmasked Estep 
Score: -26350052.000000 Penalty: 6104.569824
	Iteration 15Q: 3 clusters Score -2.635005e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129835 members 
Mstep: Class 2 contains 91537 members 
Entering Unmasked Estep 
Score: -26350778.000000 Penalty: 6104.569824
	Iteration 16Q: 3 clusters Score -2.635078e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127803 members 
Mstep: Class 2 contains 93569 members 
Entering Unmasked Estep 
Score: -26351238.000000 Penalty: 6104.569824
	Iteration 17Q: 3 clusters Score -2.635124e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125714 members 
Mstep: Class 2 contains 95658 members 
Entering Unmasked Estep 
Score: -26351936.000000 Penalty: 6104.569824
	Iteration 18Q: 3 clusters Score -2.635194e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123440 members 
Mstep: Class 2 contains 97932 members 
Entering Unmasked Estep 
Score: -26352470.000000 Penalty: 6104.569824
	Iteration 19Q: 3 clusters Score -2.635247e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121042 members 
Mstep: Class 2 contains 100330 members 
Entering Unmasked Estep 
Score: -26353196.000000 Penalty: 6104.569824
	Iteration 20F: 3 clusters Score -2.63532e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118317 members 
Mstep: Class 2 contains 103055 members 
Entering Unmasked Estep 
Score: -26353854.000000 Penalty: 6104.569824
	Iteration 21Q: 3 clusters Score -2.635385e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115485 members 
Mstep: Class 2 contains 105887 members 
Entering Unmasked Estep 
Score: -26354334.000000 Penalty: 6104.569824
	Iteration 22Q: 3 clusters Score -2.635433e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112632 members 
Mstep: Class 2 contains 108740 members 
Entering Unmasked Estep 
Score: -26354646.000000 Penalty: 6104.569824
	Iteration 23Q: 3 clusters Score -2.635465e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109739 members 
Mstep: Class 2 contains 111633 members 
Entering Unmasked Estep 
Score: -26355128.000000 Penalty: 6104.569824
	Iteration 24Q: 3 clusters Score -2.635513e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106951 members 
Mstep: Class 2 contains 114421 members 
Entering Unmasked Estep 
Score: -26355068.000000 Penalty: 6104.569824
	Iteration 25Q: 3 clusters Score -2.635507e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104215 members 
Mstep: Class 2 contains 117157 members 
Entering Unmasked Estep 
Score: -26355080.000000 Penalty: 6104.569824
	Iteration 26Q: 3 clusters Score -2.635508e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101518 members 
Mstep: Class 2 contains 119854 members 
Entering Unmasked Estep 
Score: -26354918.000000 Penalty: 6104.569824
	Iteration 27Q: 3 clusters Score -2.635492e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99023 members 
Mstep: Class 2 contains 122349 members 
Entering Unmasked Estep 
Score: -26354850.000000 Penalty: 6104.569824
	Iteration 28Q: 3 clusters Score -2.635485e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96479 members 
Mstep: Class 2 contains 124893 members 
Entering Unmasked Estep 
Score: -26354800.000000 Penalty: 6104.569824
	Iteration 29Q: 3 clusters Score -2.63548e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94340 members 
Mstep: Class 2 contains 127032 members 
Entering Unmasked Estep 
Score: -26354326.000000 Penalty: 6104.569824
	Iteration 30Q: 3 clusters Score -2.635433e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92388 members 
Mstep: Class 2 contains 128984 members 
Entering Unmasked Estep 
Score: -26354070.000000 Penalty: 6104.569824
	Iteration 31Q: 3 clusters Score -2.635407e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90424 members 
Mstep: Class 2 contains 130948 members 
Entering Unmasked Estep 
Score: -26353944.000000 Penalty: 6104.569824
	Iteration 32Q: 3 clusters Score -2.635394e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88395 members 
Mstep: Class 2 contains 132977 members 
Entering Unmasked Estep 
Score: -26353738.000000 Penalty: 6104.569824
	Iteration 33Q: 3 clusters Score -2.635374e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86356 members 
Mstep: Class 2 contains 135016 members 
Entering Unmasked Estep 
Score: -26353312.000000 Penalty: 6104.569824
	Iteration 34Q: 3 clusters Score -2.635331e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84288 members 
Mstep: Class 2 contains 137084 members 
Entering Unmasked Estep 
Score: -26353176.000000 Penalty: 6104.569824
	Iteration 35Q: 3 clusters Score -2.635318e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82101 members 
Mstep: Class 2 contains 139271 members 
Entering Unmasked Estep 
Score: -26353044.000000 Penalty: 6104.569824
	Iteration 36Q: 3 clusters Score -2.635304e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79835 members 
Mstep: Class 2 contains 141537 members 
Entering Unmasked Estep 
Score: -26352724.000000 Penalty: 6104.569824
	Iteration 37Q: 3 clusters Score -2.635272e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77423 members 
Mstep: Class 2 contains 143949 members 
Entering Unmasked Estep 
Score: -26352526.000000 Penalty: 6104.569824
	Iteration 38Q: 3 clusters Score -2.635253e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 146439 members 
Entering Unmasked Estep 
Score: -26352222.000000 Penalty: 6104.569824
	Iteration 39Q: 3 clusters Score -2.635222e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72389 members 
Mstep: Class 2 contains 148983 members 
Entering Unmasked Estep 
Score: -26352070.000000 Penalty: 6104.569824
	Iteration 40F: 3 clusters Score -2.635207e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69694 members 
Mstep: Class 2 contains 151678 members 
Entering Unmasked Estep 
Score: -26351960.000000 Penalty: 6104.569824
	Iteration 41Q: 3 clusters Score -2.635196e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67043 members 
Mstep: Class 2 contains 154329 members 
Entering Unmasked Estep 
Score: -26352060.000000 Penalty: 6104.569824
	Iteration 42Q: 3 clusters Score -2.635206e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64447 members 
Mstep: Class 2 contains 156925 members 
Entering Unmasked Estep 
Score: -26351958.000000 Penalty: 6104.569824
	Iteration 43Q: 3 clusters Score -2.635196e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61639 members 
Mstep: Class 2 contains 159733 members 
Entering Unmasked Estep 
Score: -26351868.000000 Penalty: 6104.569824
	Iteration 44Q: 3 clusters Score -2.635187e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 162446 members 
Entering Unmasked Estep 
Score: -26351948.000000 Penalty: 6104.569824
	Iteration 45Q: 3 clusters Score -2.635195e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 165067 members 
Entering Unmasked Estep 
Score: -26351954.000000 Penalty: 6104.569824
	Iteration 46Q: 3 clusters Score -2.635195e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53717 members 
Mstep: Class 2 contains 167655 members 
Entering Unmasked Estep 
Score: -26352092.000000 Penalty: 6104.569824
	Iteration 47Q: 3 clusters Score -2.635209e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 170265 members 
Entering Unmasked Estep 
Score: -26352270.000000 Penalty: 6104.569824
	Iteration 48Q: 3 clusters Score -2.635227e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 172885 members 
Entering Unmasked Estep 
Score: -26352414.000000 Penalty: 6104.569824
	Iteration 49Q: 3 clusters Score -2.635241e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 175640 members 
Entering Unmasked Estep 
Score: -26352550.000000 Penalty: 6104.569824
	Iteration 50Q: 3 clusters Score -2.635255e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 178439 members 
Entering Unmasked Estep 
Score: -26353030.000000 Penalty: 6104.569824
	Iteration 51Q: 3 clusters Score -2.635303e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 181351 members 
Entering Unmasked Estep 
Score: -26353414.000000 Penalty: 6104.569824
	Iteration 52Q: 3 clusters Score -2.635341e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 184375 members 
Entering Unmasked Estep 
Score: -26353962.000000 Penalty: 6104.569824
	Iteration 53Q: 3 clusters Score -2.635396e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 187476 members 
Entering Unmasked Estep 
Score: -26354418.000000 Penalty: 6104.569824
	Iteration 54Q: 3 clusters Score -2.635442e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 190464 members 
Entering Unmasked Estep 
Score: -26355814.000000 Penalty: 6104.569824
	Iteration 55Q: 3 clusters Score -2.635581e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 193381 members 
Entering Unmasked Estep 
Score: -26357692.000000 Penalty: 6104.569824
	Iteration 56Q: 3 clusters Score -2.635769e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 196204 members 
Entering Unmasked Estep 
Score: -26359252.000000 Penalty: 6104.569824
	Iteration 57Q: 3 clusters Score -2.635925e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 198893 members 
Entering Unmasked Estep 
Score: -26360674.000000 Penalty: 6104.569824
	Iteration 58Q: 3 clusters Score -2.636067e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 201462 members 
Entering Unmasked Estep 
Score: -26361978.000000 Penalty: 6104.569824
	Iteration 59Q: 3 clusters Score -2.636198e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 203971 members 
Entering Unmasked Estep 
Score: -26363044.000000 Penalty: 6104.569824
	Iteration 60F: 3 clusters Score -2.636304e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 206325 members 
Entering Unmasked Estep 
Score: -26363998.000000 Penalty: 6104.569824
	Iteration 61Q: 3 clusters Score -2.6364e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 208446 members 
Entering Unmasked Estep 
Score: -26364934.000000 Penalty: 6104.569824
	Iteration 62Q: 3 clusters Score -2.636493e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 210307 members 
Entering Unmasked Estep 
Score: -26365484.000000 Penalty: 6104.569824
	Iteration 63Q: 3 clusters Score -2.636548e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 211984 members 
Entering Unmasked Estep 
Score: -26365810.000000 Penalty: 6104.569824
	Iteration 64Q: 3 clusters Score -2.636581e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 213474 members 
Entering Unmasked Estep 
Score: -26365894.000000 Penalty: 6104.569824
	Iteration 65Q: 3 clusters Score -2.636589e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 214682 members 
Entering Unmasked Estep 
Score: -26365974.000000 Penalty: 6104.569824
	Iteration 66Q: 3 clusters Score -2.636597e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 215776 members 
Entering Unmasked Estep 
Score: -26365870.000000 Penalty: 6104.569824
	Iteration 67Q: 3 clusters Score -2.636587e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 216725 members 
Entering Unmasked Estep 
Score: -26365884.000000 Penalty: 6104.569824
	Iteration 68Q: 3 clusters Score -2.636588e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 217487 members 
Entering Unmasked Estep 
Score: -26365830.000000 Penalty: 6104.569824
	Iteration 69Q: 3 clusters Score -2.636583e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 218078 members 
Entering Unmasked Estep 
Score: -26365848.000000 Penalty: 6104.569824
	Iteration 70Q: 3 clusters Score -2.636585e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 218556 members 
Entering Unmasked Estep 
Score: -26365910.000000 Penalty: 6104.569824
	Iteration 71Q: 3 clusters Score -2.636591e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 218934 members 
Entering Unmasked Estep 
Score: -26365770.000000 Penalty: 6104.569824
	Iteration 72Q: 3 clusters Score -2.636577e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 219225 members 
Entering Unmasked Estep 
Score: -26365794.000000 Penalty: 6104.569824
	Iteration 73Q: 3 clusters Score -2.636579e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 219443 members 
Entering Unmasked Estep 
Score: -26365728.000000 Penalty: 6104.569824
	Iteration 74Q: 3 clusters Score -2.636573e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 219628 members 
Entering Unmasked Estep 
Score: -26365702.000000 Penalty: 6104.569824
	Iteration 75Q: 3 clusters Score -2.63657e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 219752 members 
Entering Unmasked Estep 
Score: -26365720.000000 Penalty: 6104.569824
	Iteration 76Q: 3 clusters Score -2.636572e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 219840 members 
Entering Unmasked Estep 
Score: -26365704.000000 Penalty: 6104.569824
	Iteration 77Q: 3 clusters Score -2.63657e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 219922 members 
Entering Unmasked Estep 
Score: -26365652.000000 Penalty: 6104.569824
	Iteration 78Q: 3 clusters Score -2.636565e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 219984 members 
Entering Unmasked Estep 
Score: -26365644.000000 Penalty: 6104.569824
	Iteration 79Q: 3 clusters Score -2.636564e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 220043 members 
Entering Unmasked Estep 
Score: -26365680.000000 Penalty: 6104.569824
	Iteration 80F: 3 clusters Score -2.636568e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 220089 members 
Entering Unmasked Estep 
Score: -26365670.000000 Penalty: 6104.569824
	Iteration 81Q: 3 clusters Score -2.636567e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 220120 members 
Entering Unmasked Estep 
Score: -26365636.000000 Penalty: 6104.569824
	Iteration 82Q: 3 clusters Score -2.636564e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 220155 members 
Entering Unmasked Estep 
Score: -26365652.000000 Penalty: 6104.569824
	Iteration 83Q: 3 clusters Score -2.636565e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 220184 members 
Entering Unmasked Estep 
Score: -26365668.000000 Penalty: 6104.569824
	Iteration 84Q: 3 clusters Score -2.636567e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 220212 members 
Entering Unmasked Estep 
Score: -26365688.000000 Penalty: 6104.569824
	Iteration 85Q: 3 clusters Score -2.636569e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 220227 members 
Entering Unmasked Estep 
Score: -26365684.000000 Penalty: 6104.569824
	Iteration 86Q: 3 clusters Score -2.636568e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 220251 members 
Entering Unmasked Estep 
Score: -26365654.000000 Penalty: 6104.569824
	Iteration 87Q: 3 clusters Score -2.636565e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 220267 members 
Entering Unmasked Estep 
Score: -26365650.000000 Penalty: 6104.569824
	Iteration 88Q: 3 clusters Score -2.636565e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 220283 members 
Entering Unmasked Estep 
Score: -26365680.000000 Penalty: 6104.569824
	Iteration 89Q: 3 clusters Score -2.636568e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 220303 members 
Entering Unmasked Estep 
Score: -26365656.000000 Penalty: 6104.569824
	Iteration 90Q: 3 clusters Score -2.636566e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 220315 members 
Entering Unmasked Estep 
Score: -26365658.000000 Penalty: 6104.569824
	Iteration 91Q: 3 clusters Score -2.636566e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 220325 members 
Entering Unmasked Estep 
Score: -26365670.000000 Penalty: 6104.569824
	Iteration 92Q: 3 clusters Score -2.636567e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 220336 members 
Entering Unmasked Estep 
Score: -26365680.000000 Penalty: 6104.569824
	Iteration 93Q: 3 clusters Score -2.636568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 220343 members 
Entering Unmasked Estep 
Score: -26365674.000000 Penalty: 6104.569824
	Iteration 94Q: 3 clusters Score -2.636567e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 220347 members 
Entering Unmasked Estep 
Score: -26365706.000000 Penalty: 6104.569824
	Iteration 95Q: 3 clusters Score -2.636571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 220350 members 
Entering Unmasked Estep 
Score: -26365702.000000 Penalty: 6104.569824
	Iteration 96Q: 3 clusters Score -2.63657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 220351 members 
Entering Unmasked Estep 
Score: -26365692.000000 Penalty: 6104.569824
	Iteration 97Q: 3 clusters Score -2.636569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 220351 members 
Entering Unmasked Estep 
Score: -26365702.000000 Penalty: 6104.569824
	Iteration 98Q: 3 clusters Score -2.63657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 220354 members 
Entering Unmasked Estep 
Score: -26365702.000000 Penalty: 6104.569824
	Iteration 99Q: 3 clusters Score -2.63657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 220352 members 
Entering Unmasked Estep 
Score: -26365686.000000 Penalty: 6104.569824
	Iteration 100F: 3 clusters Score -2.636569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 220354 members 
Entering Unmasked Estep 
Score: -26365684.000000 Penalty: 6104.569824
	Iteration 101Q: 3 clusters Score -2.636568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 220358 members 
Entering Unmasked Estep 
Score: -26365682.000000 Penalty: 6104.569824
	Iteration 102Q: 3 clusters Score -2.636568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 220359 members 
Entering Unmasked Estep 
Score: -26365658.000000 Penalty: 6104.569824
	Iteration 103Q: 3 clusters Score -2.636566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 220365 members 
Entering Unmasked Estep 
Score: -26365672.000000 Penalty: 6104.569824
	Iteration 104Q: 3 clusters Score -2.636567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 220370 members 
Entering Unmasked Estep 
Score: -26365652.000000 Penalty: 6104.569824
	Iteration 105Q: 3 clusters Score -2.636565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 220373 members 
Entering Unmasked Estep 
Score: -26365658.000000 Penalty: 6104.569824
	Iteration 106Q: 3 clusters Score -2.636566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 220374 members 
Entering Unmasked Estep 
Score: -26365654.000000 Penalty: 6104.569824
	Iteration 107Q: 3 clusters Score -2.636565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 220375 members 
Entering Unmasked Estep 
Score: -26365674.000000 Penalty: 6104.569824
	Iteration 108Q: 3 clusters Score -2.636567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 220376 members 
Entering Unmasked Estep 
Score: -26365684.000000 Penalty: 6104.569824
	Iteration 109Q: 3 clusters Score -2.636568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 220377 members 
Entering Unmasked Estep 
Score: -26365686.000000 Penalty: 6104.569824
	Iteration 110Q: 3 clusters Score -2.636569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 220377 members 
Entering Unmasked Estep 
Score: -26365686.000000 Penalty: 6104.569824
	Iteration 111F: 3 clusters Score -2.636569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Entering Unmasked Estep 
Score: -5179671.000000 Penalty: 2653.237061
	Iteration 0F: 2 clusters Score -5179671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -5149619.000000 Penalty: 5306.474121
	Iteration 0F: 3 clusters Score -5149619 nChanged 20504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -5160955.000000 Penalty: 5306.474121
	Iteration 1F: 3 clusters Score -5160955 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -5161486.500000 Penalty: 5306.474121
	Iteration 2Q: 3 clusters Score -5161486 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -5161974.000000 Penalty: 5306.474121
	Iteration 3Q: 3 clusters Score -5161974 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -5162381.500000 Penalty: 5306.474121
	Iteration 4Q: 3 clusters Score -5162382 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -5162770.000000 Penalty: 5306.474121
	Iteration 5Q: 3 clusters Score -5162770 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -5163196.000000 Penalty: 5306.474121
	Iteration 6Q: 3 clusters Score -5163196 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -5163622.500000 Penalty: 5306.474121
	Iteration 7Q: 3 clusters Score -5163622 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -5164103.500000 Penalty: 5306.474121
	Iteration 8Q: 3 clusters Score -5164104 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -5164626.000000 Penalty: 5306.474121
	Iteration 9Q: 3 clusters Score -5164626 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -5165151.000000 Penalty: 5306.474121
	Iteration 10Q: 3 clusters Score -5165151 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -5165747.000000 Penalty: 5306.474121
	Iteration 11Q: 3 clusters Score -5165747 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -5166376.500000 Penalty: 5306.474121
	Iteration 12Q: 3 clusters Score -5166376 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -5167068.500000 Penalty: 5306.474121
	Iteration 13Q: 3 clusters Score -5167068 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -5167773.500000 Penalty: 5306.474121
	Iteration 14Q: 3 clusters Score -5167774 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -5168544.500000 Penalty: 5306.474121
	Iteration 15Q: 3 clusters Score -5168544 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -5169515.500000 Penalty: 5306.474121
	Iteration 16Q: 3 clusters Score -5169516 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -5170707.000000 Penalty: 5306.474121
	Iteration 17Q: 3 clusters Score -5170707 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -5172126.000000 Penalty: 5306.474121
	Iteration 18Q: 3 clusters Score -5172126 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -5173706.500000 Penalty: 5306.474121
	Iteration 19Q: 3 clusters Score -5173706 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -5175073.500000 Penalty: 5306.474121
	Iteration 20F: 3 clusters Score -5175074 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -5176032.000000 Penalty: 5306.474121
	Iteration 21Q: 3 clusters Score -5176032 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5176641.000000 Penalty: 5306.474121
	Iteration 22Q: 3 clusters Score -5176641 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5176924.000000 Penalty: 5306.474121
	Iteration 23Q: 3 clusters Score -5176924 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5177105.000000 Penalty: 5306.474121
	Iteration 24Q: 3 clusters Score -5177105 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5177227.000000 Penalty: 5306.474121
	Iteration 25Q: 3 clusters Score -5177227 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5177322.500000 Penalty: 5306.474121
	Iteration 26Q: 3 clusters Score -5177322 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5177386.500000 Penalty: 5306.474121
	Iteration 27Q: 3 clusters Score -5177386 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5177420.500000 Penalty: 5306.474121
	Iteration 28Q: 3 clusters Score -5177420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5177438.000000 Penalty: 5306.474121
	Iteration 29Q: 3 clusters Score -5177438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5177457.000000 Penalty: 5306.474121
	Iteration 30Q: 3 clusters Score -5177457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5177471.500000 Penalty: 5306.474121
	Iteration 31Q: 3 clusters Score -5177472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5177481.000000 Penalty: 5306.474121
	Iteration 32Q: 3 clusters Score -5177481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5177485.000000 Penalty: 5306.474121
	Iteration 33Q: 3 clusters Score -5177485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5177493.500000 Penalty: 5306.474121
	Iteration 34Q: 3 clusters Score -5177494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5177488.500000 Penalty: 5306.474121
	Iteration 35Q: 3 clusters Score -5177488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5177487.500000 Penalty: 5306.474121
	Iteration 36Q: 3 clusters Score -5177488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5177491.500000 Penalty: 5306.474121
	Iteration 37Q: 3 clusters Score -5177492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5177491.500000 Penalty: 5306.474121
	Iteration 38F: 3 clusters Score -5177492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Entering Unmasked Estep 
Score: -516545.968750 Penalty: 2074.571289
	Iteration 0F: 2 clusters Score -516546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -512479.937500 Penalty: 4149.142578
	Iteration 0F: 3 clusters Score -512479.9 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -513437.531250 Penalty: 4149.142578
	Iteration 1F: 3 clusters Score -513437.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -513627.375000 Penalty: 4149.142578
	Iteration 2F: 3 clusters Score -513627.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -513740.062500 Penalty: 4149.142578
	Iteration 3Q: 3 clusters Score -513740.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -513810.187500 Penalty: 4149.142578
	Iteration 4Q: 3 clusters Score -513810.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -513863.875000 Penalty: 4149.142578
	Iteration 5Q: 3 clusters Score -513863.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -513915.312500 Penalty: 4149.142578
	Iteration 6Q: 3 clusters Score -513915.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -513959.187500 Penalty: 4149.142578
	Iteration 7Q: 3 clusters Score -513959.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -514003.718750 Penalty: 4149.142578
	Iteration 8Q: 3 clusters Score -514003.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -514050.875000 Penalty: 4149.142578
	Iteration 9Q: 3 clusters Score -514050.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -514100.562500 Penalty: 4149.142578
	Iteration 10Q: 3 clusters Score -514100.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -514158.968750 Penalty: 4149.142578
	Iteration 11Q: 3 clusters Score -514159 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -514210.156250 Penalty: 4149.142578
	Iteration 12Q: 3 clusters Score -514210.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -514258.250000 Penalty: 4149.142578
	Iteration 13Q: 3 clusters Score -514258.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -514302.843750 Penalty: 4149.142578
	Iteration 14Q: 3 clusters Score -514302.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -514356.656250 Penalty: 4149.142578
	Iteration 15Q: 3 clusters Score -514356.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -514400.843750 Penalty: 4149.142578
	Iteration 16Q: 3 clusters Score -514400.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -514457.812500 Penalty: 4149.142578
	Iteration 17Q: 3 clusters Score -514457.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -514523.031250 Penalty: 4149.142578
	Iteration 18Q: 3 clusters Score -514523 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -514572.375000 Penalty: 4149.142578
	Iteration 19Q: 3 clusters Score -514572.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -514615.531250 Penalty: 4149.142578
	Iteration 20F: 3 clusters Score -514615.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -514654.937500 Penalty: 4149.142578
	Iteration 21Q: 3 clusters Score -514654.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -514684.000000 Penalty: 4149.142578
	Iteration 22Q: 3 clusters Score -514684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -514713.406250 Penalty: 4149.142578
	Iteration 23Q: 3 clusters Score -514713.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -514732.625000 Penalty: 4149.142578
	Iteration 24Q: 3 clusters Score -514732.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -514751.375000 Penalty: 4149.142578
	Iteration 25Q: 3 clusters Score -514751.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -514768.562500 Penalty: 4149.142578
	Iteration 26Q: 3 clusters Score -514768.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -514782.593750 Penalty: 4149.142578
	Iteration 27Q: 3 clusters Score -514782.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -514793.875000 Penalty: 4149.142578
	Iteration 28Q: 3 clusters Score -514793.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -514809.093750 Penalty: 4149.142578
	Iteration 29Q: 3 clusters Score -514809.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -514818.031250 Penalty: 4149.142578
	Iteration 30Q: 3 clusters Score -514818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -514827.687500 Penalty: 4149.142578
	Iteration 31Q: 3 clusters Score -514827.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -514842.843750 Penalty: 4149.142578
	Iteration 32Q: 3 clusters Score -514842.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -514855.062500 Penalty: 4149.142578
	Iteration 33Q: 3 clusters Score -514855.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -514863.468750 Penalty: 4149.142578
	Iteration 34Q: 3 clusters Score -514863.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -514869.093750 Penalty: 4149.142578
	Iteration 35Q: 3 clusters Score -514869.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -514872.843750 Penalty: 4149.142578
	Iteration 36Q: 3 clusters Score -514872.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -514877.156250 Penalty: 4149.142578
	Iteration 37Q: 3 clusters Score -514877.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -514879.343750 Penalty: 4149.142578
	Iteration 38Q: 3 clusters Score -514879.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -514883.031250 Penalty: 4149.142578
	Iteration 39Q: 3 clusters Score -514883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -514884.937500 Penalty: 4149.142578
	Iteration 40F: 3 clusters Score -514884.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Entering Unmasked Estep 
Score: -551972.687500 Penalty: 2102.965332
	Iteration 0F: 2 clusters Score -551972.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -547603.750000 Penalty: 4205.930664
	Iteration 0F: 3 clusters Score -547603.8 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -548856.875000 Penalty: 4205.930664
	Iteration 1F: 3 clusters Score -548856.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -549199.375000 Penalty: 4205.930664
	Iteration 2F: 3 clusters Score -549199.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -549480.437500 Penalty: 4205.930664
	Iteration 3F: 3 clusters Score -549480.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -549710.187500 Penalty: 4205.930664
	Iteration 4F: 3 clusters Score -549710.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -549910.500000 Penalty: 4205.930664
	Iteration 5F: 3 clusters Score -549910.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -550080.125000 Penalty: 4205.930664
	Iteration 6Q: 3 clusters Score -550080.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -550214.687500 Penalty: 4205.930664
	Iteration 7Q: 3 clusters Score -550214.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -550304.750000 Penalty: 4205.930664
	Iteration 8Q: 3 clusters Score -550304.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -550367.000000 Penalty: 4205.930664
	Iteration 9Q: 3 clusters Score -550367 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -550409.437500 Penalty: 4205.930664
	Iteration 10Q: 3 clusters Score -550409.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -550436.750000 Penalty: 4205.930664
	Iteration 11Q: 3 clusters Score -550436.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -550463.687500 Penalty: 4205.930664
	Iteration 12Q: 3 clusters Score -550463.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -550485.250000 Penalty: 4205.930664
	Iteration 13Q: 3 clusters Score -550485.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -550499.687500 Penalty: 4205.930664
	Iteration 14Q: 3 clusters Score -550499.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -550517.500000 Penalty: 4205.930664
	Iteration 15Q: 3 clusters Score -550517.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -550534.562500 Penalty: 4205.930664
	Iteration 16Q: 3 clusters Score -550534.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -550547.250000 Penalty: 4205.930664
	Iteration 17Q: 3 clusters Score -550547.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -550563.250000 Penalty: 4205.930664
	Iteration 18Q: 3 clusters Score -550563.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -550576.625000 Penalty: 4205.930664
	Iteration 19Q: 3 clusters Score -550576.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -550593.875000 Penalty: 4205.930664
	Iteration 20F: 3 clusters Score -550593.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -550606.812500 Penalty: 4205.930664
	Iteration 21Q: 3 clusters Score -550606.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -550618.125000 Penalty: 4205.930664
	Iteration 22Q: 3 clusters Score -550618.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -550625.250000 Penalty: 4205.930664
	Iteration 23Q: 3 clusters Score -550625.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -550629.312500 Penalty: 4205.930664
	Iteration 24Q: 3 clusters Score -550629.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -550635.812500 Penalty: 4205.930664
	Iteration 25Q: 3 clusters Score -550635.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -550641.500000 Penalty: 4205.930664
	Iteration 26Q: 3 clusters Score -550641.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -550646.187500 Penalty: 4205.930664
	Iteration 27Q: 3 clusters Score -550646.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -550647.312500 Penalty: 4205.930664
	Iteration 28Q: 3 clusters Score -550647.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -550649.937500 Penalty: 4205.930664
	Iteration 29Q: 3 clusters Score -550649.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -550649.687500 Penalty: 4205.930664
	Iteration 30Q: 3 clusters Score -550649.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -550649.687500 Penalty: 4205.930664
	Iteration 31F: 3 clusters Score -550649.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Entering Unmasked Estep 
Score: -710264.562500 Penalty: 2171.461914
	Iteration 0F: 2 clusters Score -710264.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -704884.937500 Penalty: 4342.923828
	Iteration 0F: 3 clusters Score -704884.9 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -706495.750000 Penalty: 4342.923828
	Iteration 1F: 3 clusters Score -706495.8 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -707099.875000 Penalty: 4342.923828
	Iteration 2F: 3 clusters Score -707099.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -707659.125000 Penalty: 4342.923828
	Iteration 3F: 3 clusters Score -707659.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -708072.625000 Penalty: 4342.923828
	Iteration 4F: 3 clusters Score -708072.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -708352.437500 Penalty: 4342.923828
	Iteration 5F: 3 clusters Score -708352.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -708503.187500 Penalty: 4342.923828
	Iteration 6Q: 3 clusters Score -708503.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -708613.250000 Penalty: 4342.923828
	Iteration 7Q: 3 clusters Score -708613.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -708701.812500 Penalty: 4342.923828
	Iteration 8Q: 3 clusters Score -708701.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -708791.687500 Penalty: 4342.923828
	Iteration 9Q: 3 clusters Score -708791.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -708870.187500 Penalty: 4342.923828
	Iteration 10Q: 3 clusters Score -708870.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -708932.500000 Penalty: 4342.923828
	Iteration 11Q: 3 clusters Score -708932.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -708992.000000 Penalty: 4342.923828
	Iteration 12Q: 3 clusters Score -708992 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -709045.812500 Penalty: 4342.923828
	Iteration 13Q: 3 clusters Score -709045.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -709102.187500 Penalty: 4342.923828
	Iteration 14Q: 3 clusters Score -709102.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -709139.437500 Penalty: 4342.923828
	Iteration 15Q: 3 clusters Score -709139.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -709175.062500 Penalty: 4342.923828
	Iteration 16Q: 3 clusters Score -709175.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -709203.312500 Penalty: 4342.923828
	Iteration 17Q: 3 clusters Score -709203.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -709232.812500 Penalty: 4342.923828
	Iteration 18Q: 3 clusters Score -709232.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -709253.687500 Penalty: 4342.923828
	Iteration 19Q: 3 clusters Score -709253.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -709281.312500 Penalty: 4342.923828
	Iteration 20F: 3 clusters Score -709281.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -709303.000000 Penalty: 4342.923828
	Iteration 21Q: 3 clusters Score -709303 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -709316.750000 Penalty: 4342.923828
	Iteration 22Q: 3 clusters Score -709316.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -709330.125000 Penalty: 4342.923828
	Iteration 23Q: 3 clusters Score -709330.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -709341.750000 Penalty: 4342.923828
	Iteration 24Q: 3 clusters Score -709341.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -709355.562500 Penalty: 4342.923828
	Iteration 25Q: 3 clusters Score -709355.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -709368.625000 Penalty: 4342.923828
	Iteration 26Q: 3 clusters Score -709368.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -709377.750000 Penalty: 4342.923828
	Iteration 27Q: 3 clusters Score -709377.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -709384.250000 Penalty: 4342.923828
	Iteration 28Q: 3 clusters Score -709384.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -709390.687500 Penalty: 4342.923828
	Iteration 29Q: 3 clusters Score -709390.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -709395.437500 Penalty: 4342.923828
	Iteration 30Q: 3 clusters Score -709395.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -709397.187500 Penalty: 4342.923828
	Iteration 31Q: 3 clusters Score -709397.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -709401.125000 Penalty: 4342.923828
	Iteration 32Q: 3 clusters Score -709401.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -709406.062500 Penalty: 4342.923828
	Iteration 33Q: 3 clusters Score -709406.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -709414.625000 Penalty: 4342.923828
	Iteration 34Q: 3 clusters Score -709414.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -709415.250000 Penalty: 4342.923828
	Iteration 35Q: 3 clusters Score -709415.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -709418.812500 Penalty: 4342.923828
	Iteration 36Q: 3 clusters Score -709418.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -709419.875000 Penalty: 4342.923828
	Iteration 37Q: 3 clusters Score -709419.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -709422.687500 Penalty: 4342.923828
	Iteration 38Q: 3 clusters Score -709422.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -709427.687500 Penalty: 4342.923828
	Iteration 39Q: 3 clusters Score -709427.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -709430.562500 Penalty: 4342.923828
	Iteration 40F: 3 clusters Score -709430.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -709433.250000 Penalty: 4342.923828
	Iteration 41Q: 3 clusters Score -709433.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -709435.125000 Penalty: 4342.923828
	Iteration 42Q: 3 clusters Score -709435.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -709436.562500 Penalty: 4342.923828
	Iteration 43Q: 3 clusters Score -709436.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -709437.562500 Penalty: 4342.923828
	Iteration 44Q: 3 clusters Score -709437.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -709438.437500 Penalty: 4342.923828
	Iteration 45Q: 3 clusters Score -709438.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -709440.500000 Penalty: 4342.923828
	Iteration 46Q: 3 clusters Score -709440.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -709440.500000 Penalty: 4342.923828
	Iteration 47F: 3 clusters Score -709440.5 nChanged 0
--- Evaluating fit on full set of 2049847 points ---
Entering Unmasked Estep 
Score: -239219664.000000 Penalty: 75689.296875
23->22 Clusters: Score -239219664.000000, best is -239694464.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 683282 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 29671 members 
Mstep: Class 3 contains 29606 members 
Mstep: Class 4 contains 29726 members 
Mstep: Class 5 contains 29533 members 
Mstep: Class 6 contains 29658 members 
Mstep: Class 7 contains 29578 members 
Mstep: Class 8 contains 29759 members 
Mstep: Class 9 contains 29346 members 
Mstep: Class 10 contains 29478 members 
Mstep: Class 11 contains 29906 members 
Mstep: Class 12 contains 29875 members 
Mstep: Class 13 contains 30047 members 
Mstep: Class 14 contains 29782 members 
Mstep: Class 15 contains 29781 members 
Mstep: Class 16 contains 29652 members 
Mstep: Class 17 contains 30015 members 
Mstep: Class 18 contains 29922 members 
Mstep: Class 19 contains 29617 members 
Mstep: Class 20 contains 29749 members 
Mstep: Class 21 contains 29777 members 
Mstep: Class 22 contains 29572 members 
Mstep: Class 23 contains 29513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 619.488159 but Gain 3331.796875
Score: -76910104.000000 Penalty: 73299.523438
Iteration 0F: 23 clusters Score -7.69101e+07 nChanged 648784
Entering Unmasked Mstep 
Mstep: Class 0 contains 1783 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 18106 members 
Mstep: Class 3 contains 15410 members 
Mstep: Class 4 contains 21593 members 
Mstep: Class 5 contains 14015 members 
Mstep: Class 6 contains 21658 members 
Mstep: Class 7 contains 31799 members 
Mstep: Class 8 contains 9404 members 
Mstep: Class 9 contains 22437 members 
Mstep: Class 10 contains 23304 members 
Mstep: Class 11 contains 16960 members 
Mstep: Class 12 contains 70905 members 
Mstep: Class 13 contains 27520 members 
Mstep: Class 14 contains 14492 members 
Mstep: Class 15 contains 7096 members 
Mstep: Class 16 contains 22357 members 
Mstep: Class 18 contains 47594 members 
Mstep: Class 19 contains 36088 members 
Mstep: Class 20 contains 53602 members 
Mstep: Class 21 contains 35728 members 
Mstep: Class 22 contains 74238 members 
Mstep: Class 23 contains 84795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79027664.000000 Penalty: 73299.523438
Iteration 1F: 23 clusters Score -7.902766e+07 nChanged 225031
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 17401 members 
Mstep: Class 3 contains 18945 members 
Mstep: Class 4 contains 18353 members 
Mstep: Class 5 contains 12354 members 
Mstep: Class 6 contains 22450 members 
Mstep: Class 7 contains 25437 members 
Mstep: Class 8 contains 6261 members 
Mstep: Class 9 contains 15048 members 
Mstep: Class 10 contains 20599 members 
Mstep: Class 11 contains 12781 members 
Mstep: Class 12 contains 74194 members 
Mstep: Class 13 contains 15169 members 
Mstep: Class 14 contains 9276 members 
Mstep: Class 15 contains 3161 members 
Mstep: Class 16 contains 19241 members 
Mstep: Class 18 contains 48188 members 
Mstep: Class 19 contains 35082 members 
Mstep: Class 20 contains 60634 members 
Mstep: Class 21 contains 34782 members 
Mstep: Class 22 contains 86459 members 
Mstep: Class 23 contains 119313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79437456.000000 Penalty: 73299.523438
Iteration 2F: 23 clusters Score -7.943746e+07 nChanged 156349
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 14318 members 
Mstep: Class 3 contains 25502 members 
Mstep: Class 4 contains 16997 members 
Mstep: Class 5 contains 9481 members 
Mstep: Class 6 contains 27788 members 
Mstep: Class 7 contains 16993 members 
Mstep: Class 8 contains 5055 members 
Mstep: Class 9 contains 10237 members 
Mstep: Class 10 contains 19033 members 
Mstep: Class 11 contains 8841 members 
Mstep: Class 12 contains 80076 members 
Mstep: Class 13 contains 9155 members 
Mstep: Class 14 contains 5362 members 
Mstep: Class 15 contains 2747 members 
Mstep: Class 16 contains 15044 members 
Mstep: Class 18 contains 44786 members 
Mstep: Class 19 contains 30494 members 
Mstep: Class 20 contains 60736 members 
Mstep: Class 21 contains 30284 members 
Mstep: Class 22 contains 96221 members 
Mstep: Class 23 contains 148596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3208.600830 but Gain 3331.796875
Score: -79604848.000000 Penalty: 69967.726562
Iteration 3F: 22 clusters Score -7.960485e+07 nChanged 122664
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 11042 members 
Mstep: Class 3 contains 30348 members 
Mstep: Class 4 contains 16005 members 
Mstep: Class 5 contains 6365 members 
Mstep: Class 6 contains 32773 members 
Mstep: Class 7 contains 10725 members 
Mstep: Class 8 contains 4442 members 
Mstep: Class 9 contains 6584 members 
Mstep: Class 10 contains 18783 members 
Mstep: Class 11 contains 6274 members 
Mstep: Class 12 contains 87384 members 
Mstep: Class 13 contains 6712 members 
Mstep: Class 15 contains 2724 members 
Mstep: Class 16 contains 11634 members 
Mstep: Class 18 contains 38994 members 
Mstep: Class 19 contains 25378 members 
Mstep: Class 20 contains 58563 members 
Mstep: Class 21 contains 24556 members 
Mstep: Class 22 contains 105671 members 
Mstep: Class 23 contains 174603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2910.734375 but Gain 3331.796875
Score: -79704520.000000 Penalty: 66635.929688
Iteration 4F: 21 clusters Score -7.970452e+07 nChanged 98043
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 8677 members 
Mstep: Class 3 contains 32887 members 
Mstep: Class 4 contains 15706 members 
Mstep: Class 5 contains 4058 members 
Mstep: Class 6 contains 37259 members 
Mstep: Class 7 contains 6518 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 4696 members 
Mstep: Class 10 contains 18263 members 
Mstep: Class 11 contains 4430 members 
Mstep: Class 12 contains 92594 members 
Mstep: Class 13 contains 5318 members 
Mstep: Class 15 contains 2695 members 
Mstep: Class 16 contains 8825 members 
Mstep: Class 18 contains 32176 members 
Mstep: Class 19 contains 21153 members 
Mstep: Class 20 contains 55238 members 
Mstep: Class 21 contains 18936 members 
Mstep: Class 22 contains 115407 members 
Mstep: Class 23 contains 194536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2785.683350 but Gain 3331.796875
Score: -79776992.000000 Penalty: 63304.132812
Iteration 5F: 20 clusters Score -7.977699e+07 nChanged 81631
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 7331 members 
Mstep: Class 3 contains 34407 members 
Mstep: Class 4 contains 15222 members 
Mstep: Class 6 contains 39204 members 
Mstep: Class 7 contains 4103 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 4097 members 
Mstep: Class 10 contains 17719 members 
Mstep: Class 11 contains 3186 members 
Mstep: Class 12 contains 95235 members 
Mstep: Class 13 contains 4465 members 
Mstep: Class 15 contains 2655 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 18 contains 26198 members 
Mstep: Class 19 contains 18335 members 
Mstep: Class 20 contains 53247 members 
Mstep: Class 21 contains 14128 members 
Mstep: Class 22 contains 126606 members 
Mstep: Class 23 contains 206954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2751.841553 but Gain 3331.796875
Score: -79832960.000000 Penalty: 59972.335938
Iteration 6F: 19 clusters Score -7.983296e+07 nChanged 69746
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 6735 members 
Mstep: Class 3 contains 35378 members 
Mstep: Class 4 contains 13578 members 
Mstep: Class 6 contains 39519 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 4045 members 
Mstep: Class 10 contains 17173 members 
Mstep: Class 11 contains 2418 members 
Mstep: Class 12 contains 95383 members 
Mstep: Class 13 contains 3858 members 
Mstep: Class 15 contains 2597 members 
Mstep: Class 16 contains 5620 members 
Mstep: Class 18 contains 22107 members 
Mstep: Class 19 contains 16706 members 
Mstep: Class 20 contains 53410 members 
Mstep: Class 21 contains 10254 members 
Mstep: Class 22 contains 139705 members 
Mstep: Class 23 contains 211739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79874056.000000 Penalty: 59972.335938
Iteration 7F: 19 clusters Score -7.987406e+07 nChanged 57399
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 2 contains 6578 members 
Mstep: Class 3 contains 35792 members 
Mstep: Class 4 contains 12249 members 
Mstep: Class 6 contains 39112 members 
Mstep: Class 8 contains 2636 members 
Mstep: Class 9 contains 4199 members 
Mstep: Class 10 contains 16645 members 
Mstep: Class 11 contains 2025 members 
Mstep: Class 12 contains 93251 members 
Mstep: Class 13 contains 3449 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 18 contains 19682 members 
Mstep: Class 19 contains 15877 members 
Mstep: Class 20 contains 54314 members 
Mstep: Class 21 contains 7180 members 
Mstep: Class 22 contains 154707 members 
Mstep: Class 23 contains 207987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79902688.000000 Penalty: 59972.335938
Iteration 8F: 19 clusters Score -7.990269e+07 nChanged 49245
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 2 contains 6696 members 
Mstep: Class 3 contains 35932 members 
Mstep: Class 4 contains 11165 members 
Mstep: Class 6 contains 38279 members 
Mstep: Class 8 contains 2385 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 16222 members 
Mstep: Class 11 contains 1956 members 
Mstep: Class 12 contains 90083 members 
Mstep: Class 13 contains 3135 members 
Mstep: Class 15 contains 2557 members 
Mstep: Class 16 contains 4698 members 
Mstep: Class 18 contains 18536 members 
Mstep: Class 19 contains 15658 members 
Mstep: Class 20 contains 55819 members 
Mstep: Class 21 contains 5069 members 
Mstep: Class 22 contains 170923 members 
Mstep: Class 23 contains 199689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79925304.000000 Penalty: 59972.335938
Iteration 9F: 19 clusters Score -7.99253e+07 nChanged 41823
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 2 contains 6989 members 
Mstep: Class 3 contains 35799 members 
Mstep: Class 4 contains 10336 members 
Mstep: Class 6 contains 37203 members 
Mstep: Class 8 contains 2217 members 
Mstep: Class 9 contains 4658 members 
Mstep: Class 10 contains 15942 members 
Mstep: Class 11 contains 2041 members 
Mstep: Class 12 contains 86128 members 
Mstep: Class 13 contains 2885 members 
Mstep: Class 15 contains 2566 members 
Mstep: Class 16 contains 4718 members 
Mstep: Class 18 contains 18063 members 
Mstep: Class 19 contains 15827 members 
Mstep: Class 20 contains 57613 members 
Mstep: Class 21 contains 3698 members 
Mstep: Class 22 contains 186821 members 
Mstep: Class 23 contains 189724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 3133.062012 but Gain 3331.796875
Score: -79942216.000000 Penalty: 56640.539062
Iteration 10F: 18 clusters Score -7.994222e+07 nChanged 38136
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 35517 members 
Mstep: Class 4 contains 9654 members 
Mstep: Class 6 contains 36293 members 
Mstep: Class 8 contains 2113 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 15820 members 
Mstep: Class 11 contains 2168 members 
Mstep: Class 12 contains 82538 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 16 contains 5154 members 
Mstep: Class 18 contains 17865 members 
Mstep: Class 19 contains 16754 members 
Mstep: Class 20 contains 59575 members 
Mstep: Class 22 contains 203132 members 
Mstep: Class 23 contains 179040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79964936.000000 Penalty: 56640.539062
Iteration 11F: 18 clusters Score -7.996494e+07 nChanged 32691
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 2 contains 7824 members 
Mstep: Class 3 contains 35061 members 
Mstep: Class 4 contains 9065 members 
Mstep: Class 6 contains 35649 members 
Mstep: Class 8 contains 2079 members 
Mstep: Class 9 contains 5089 members 
Mstep: Class 10 contains 15767 members 
Mstep: Class 11 contains 2295 members 
Mstep: Class 12 contains 75657 members 
Mstep: Class 13 contains 2580 members 
Mstep: Class 15 contains 2579 members 
Mstep: Class 16 contains 5726 members 
Mstep: Class 18 contains 17508 members 
Mstep: Class 19 contains 17337 members 
Mstep: Class 20 contains 61060 members 
Mstep: Class 22 contains 219997 members 
Mstep: Class 23 contains 167955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79975232.000000 Penalty: 56640.539062
Iteration 12Q: 18 clusters Score -7.997523e+07 nChanged 32386
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 2 contains 8222 members 
Mstep: Class 3 contains 34525 members 
Mstep: Class 4 contains 8593 members 
Mstep: Class 6 contains 35472 members 
Mstep: Class 8 contains 2084 members 
Mstep: Class 9 contains 5328 members 
Mstep: Class 10 contains 15736 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 67606 members 
Mstep: Class 13 contains 2545 members 
Mstep: Class 15 contains 2579 members 
Mstep: Class 16 contains 6508 members 
Mstep: Class 18 contains 17007 members 
Mstep: Class 19 contains 17869 members 
Mstep: Class 20 contains 62169 members 
Mstep: Class 22 contains 236266 members 
Mstep: Class 23 contains 158336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79972424.000000 Penalty: 56640.539062
Iteration 13Q: 18 clusters Score -7.997242e+07 nChanged 30622
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 2 contains 8678 members 
Mstep: Class 3 contains 34010 members 
Mstep: Class 4 contains 8215 members 
Mstep: Class 6 contains 35953 members 
Mstep: Class 8 contains 2082 members 
Mstep: Class 9 contains 5501 members 
Mstep: Class 10 contains 15737 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 61370 members 
Mstep: Class 13 contains 2493 members 
Mstep: Class 15 contains 2582 members 
Mstep: Class 16 contains 7457 members 
Mstep: Class 18 contains 16645 members 
Mstep: Class 19 contains 18520 members 
Mstep: Class 20 contains 63186 members 
Mstep: Class 22 contains 247301 members 
Mstep: Class 23 contains 151012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79964760.000000 Penalty: 56640.539062
Iteration 14Q: 18 clusters Score -7.996476e+07 nChanged 25795
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 2 contains 9216 members 
Mstep: Class 3 contains 33474 members 
Mstep: Class 4 contains 7910 members 
Mstep: Class 6 contains 36814 members 
Mstep: Class 8 contains 2106 members 
Mstep: Class 9 contains 5671 members 
Mstep: Class 10 contains 15765 members 
Mstep: Class 11 contains 2573 members 
Mstep: Class 12 contains 57316 members 
Mstep: Class 13 contains 2473 members 
Mstep: Class 15 contains 2584 members 
Mstep: Class 16 contains 8475 members 
Mstep: Class 18 contains 16483 members 
Mstep: Class 19 contains 19434 members 
Mstep: Class 20 contains 64292 members 
Mstep: Class 22 contains 251093 members 
Mstep: Class 23 contains 147549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79962256.000000 Penalty: 56640.539062
Iteration 15Q: 18 clusters Score -7.996226e+07 nChanged 21009
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 2 contains 9812 members 
Mstep: Class 3 contains 33010 members 
Mstep: Class 4 contains 7533 members 
Mstep: Class 6 contains 37619 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 5857 members 
Mstep: Class 10 contains 15781 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 54821 members 
Mstep: Class 13 contains 2463 members 
Mstep: Class 15 contains 2583 members 
Mstep: Class 16 contains 9537 members 
Mstep: Class 18 contains 16474 members 
Mstep: Class 19 contains 20527 members 
Mstep: Class 20 contains 65495 members 
Mstep: Class 22 contains 250111 members 
Mstep: Class 23 contains 146812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79965080.000000 Penalty: 56640.539062
Iteration 16Q: 18 clusters Score -7.996508e+07 nChanged 17435
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 2 contains 10407 members 
Mstep: Class 3 contains 32543 members 
Mstep: Class 4 contains 7180 members 
Mstep: Class 6 contains 38158 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 6067 members 
Mstep: Class 10 contains 15818 members 
Mstep: Class 11 contains 2700 members 
Mstep: Class 12 contains 52881 members 
Mstep: Class 13 contains 2434 members 
Mstep: Class 15 contains 2583 members 
Mstep: Class 16 contains 10648 members 
Mstep: Class 18 contains 16466 members 
Mstep: Class 19 contains 21694 members 
Mstep: Class 20 contains 66617 members 
Mstep: Class 22 contains 247250 members 
Mstep: Class 23 contains 147594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79970208.000000 Penalty: 56640.539062
Iteration 17Q: 18 clusters Score -7.997021e+07 nChanged 15072
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 32111 members 
Mstep: Class 4 contains 6782 members 
Mstep: Class 6 contains 38589 members 
Mstep: Class 8 contains 2233 members 
Mstep: Class 9 contains 6274 members 
Mstep: Class 10 contains 15832 members 
Mstep: Class 11 contains 2742 members 
Mstep: Class 12 contains 51305 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 15 contains 2584 members 
Mstep: Class 16 contains 11688 members 
Mstep: Class 18 contains 16420 members 
Mstep: Class 19 contains 22945 members 
Mstep: Class 20 contains 67685 members 
Mstep: Class 22 contains 243640 members 
Mstep: Class 23 contains 149001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79975872.000000 Penalty: 56640.539062
Iteration 18Q: 18 clusters Score -7.997587e+07 nChanged 12997
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 2 contains 11538 members 
Mstep: Class 3 contains 31706 members 
Mstep: Class 4 contains 6433 members 
Mstep: Class 6 contains 38842 members 
Mstep: Class 8 contains 2261 members 
Mstep: Class 9 contains 6458 members 
Mstep: Class 10 contains 15846 members 
Mstep: Class 11 contains 2813 members 
Mstep: Class 12 contains 49878 members 
Mstep: Class 13 contains 2381 members 
Mstep: Class 15 contains 2586 members 
Mstep: Class 16 contains 12640 members 
Mstep: Class 18 contains 16346 members 
Mstep: Class 19 contains 24178 members 
Mstep: Class 20 contains 68494 members 
Mstep: Class 22 contains 240297 members 
Mstep: Class 23 contains 150531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79981064.000000 Penalty: 56640.539062
Iteration 19Q: 18 clusters Score -7.998106e+07 nChanged 11389
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 2 contains 12114 members 
Mstep: Class 3 contains 31347 members 
Mstep: Class 4 contains 6094 members 
Mstep: Class 6 contains 38990 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 6658 members 
Mstep: Class 10 contains 15857 members 
Mstep: Class 11 contains 2880 members 
Mstep: Class 12 contains 48462 members 
Mstep: Class 13 contains 2359 members 
Mstep: Class 15 contains 2588 members 
Mstep: Class 16 contains 13491 members 
Mstep: Class 18 contains 16222 members 
Mstep: Class 19 contains 25302 members 
Mstep: Class 20 contains 69194 members 
Mstep: Class 22 contains 237434 members 
Mstep: Class 23 contains 151949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79985304.000000 Penalty: 56640.539062
Iteration 20F: 18 clusters Score -7.99853e+07 nChanged 10315
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 12693 members 
Mstep: Class 3 contains 30987 members 
Mstep: Class 4 contains 5800 members 
Mstep: Class 6 contains 39118 members 
Mstep: Class 8 contains 2322 members 
Mstep: Class 9 contains 6824 members 
Mstep: Class 10 contains 15864 members 
Mstep: Class 11 contains 2940 members 
Mstep: Class 12 contains 47032 members 
Mstep: Class 13 contains 2359 members 
Mstep: Class 15 contains 2589 members 
Mstep: Class 16 contains 14375 members 
Mstep: Class 18 contains 16057 members 
Mstep: Class 19 contains 26366 members 
Mstep: Class 20 contains 69865 members 
Mstep: Class 22 contains 234869 members 
Mstep: Class 23 contains 153166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79989016.000000 Penalty: 56640.539062
Iteration 21Q: 18 clusters Score -7.998902e+07 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 13194 members 
Mstep: Class 3 contains 30645 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 6 contains 39216 members 
Mstep: Class 8 contains 2342 members 
Mstep: Class 9 contains 6981 members 
Mstep: Class 10 contains 15860 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 45520 members 
Mstep: Class 13 contains 2350 members 
Mstep: Class 15 contains 2589 members 
Mstep: Class 16 contains 15202 members 
Mstep: Class 18 contains 15866 members 
Mstep: Class 19 contains 27379 members 
Mstep: Class 20 contains 70525 members 
Mstep: Class 22 contains 232766 members 
Mstep: Class 23 contains 154259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79991912.000000 Penalty: 56640.539062
Iteration 22Q: 18 clusters Score -7.999191e+07 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 13663 members 
Mstep: Class 3 contains 30401 members 
Mstep: Class 4 contains 5284 members 
Mstep: Class 6 contains 39314 members 
Mstep: Class 8 contains 2359 members 
Mstep: Class 9 contains 7124 members 
Mstep: Class 10 contains 15864 members 
Mstep: Class 11 contains 3079 members 
Mstep: Class 12 contains 43902 members 
Mstep: Class 13 contains 2339 members 
Mstep: Class 15 contains 2589 members 
Mstep: Class 16 contains 16041 members 
Mstep: Class 18 contains 15624 members 
Mstep: Class 19 contains 28366 members 
Mstep: Class 20 contains 71086 members 
Mstep: Class 22 contains 230977 members 
Mstep: Class 23 contains 155213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79994424.000000 Penalty: 56640.539062
Iteration 23Q: 18 clusters Score -7.999442e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 14123 members 
Mstep: Class 3 contains 30209 members 
Mstep: Class 4 contains 5077 members 
Mstep: Class 6 contains 39326 members 
Mstep: Class 8 contains 2377 members 
Mstep: Class 9 contains 7215 members 
Mstep: Class 10 contains 15875 members 
Mstep: Class 11 contains 3147 members 
Mstep: Class 12 contains 42177 members 
Mstep: Class 13 contains 2326 members 
Mstep: Class 15 contains 2588 members 
Mstep: Class 16 contains 16808 members 
Mstep: Class 18 contains 15354 members 
Mstep: Class 19 contains 29310 members 
Mstep: Class 20 contains 71630 members 
Mstep: Class 22 contains 229710 members 
Mstep: Class 23 contains 155973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79996896.000000 Penalty: 56640.539062
Iteration 24Q: 18 clusters Score -7.99969e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 14542 members 
Mstep: Class 3 contains 30115 members 
Mstep: Class 4 contains 4904 members 
Mstep: Class 6 contains 39362 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 7274 members 
Mstep: Class 10 contains 15877 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 40413 members 
Mstep: Class 13 contains 2311 members 
Mstep: Class 15 contains 2590 members 
Mstep: Class 16 contains 17533 members 
Mstep: Class 18 contains 15100 members 
Mstep: Class 19 contains 30271 members 
Mstep: Class 20 contains 72113 members 
Mstep: Class 22 contains 228546 members 
Mstep: Class 23 contains 156663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79998728.000000 Penalty: 56640.539062
Iteration 25Q: 18 clusters Score -7.999873e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 14905 members 
Mstep: Class 3 contains 30055 members 
Mstep: Class 4 contains 4746 members 
Mstep: Class 6 contains 39400 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 7325 members 
Mstep: Class 10 contains 15882 members 
Mstep: Class 11 contains 3262 members 
Mstep: Class 12 contains 38602 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 15 contains 2589 members 
Mstep: Class 16 contains 18233 members 
Mstep: Class 18 contains 14853 members 
Mstep: Class 19 contains 31281 members 
Mstep: Class 20 contains 72557 members 
Mstep: Class 22 contains 227589 members 
Mstep: Class 23 contains 157229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80000544.000000 Penalty: 56640.539062
Iteration 26Q: 18 clusters Score -8.000054e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 15247 members 
Mstep: Class 3 contains 30026 members 
Mstep: Class 4 contains 4589 members 
Mstep: Class 6 contains 39465 members 
Mstep: Class 8 contains 2428 members 
Mstep: Class 9 contains 7350 members 
Mstep: Class 10 contains 15878 members 
Mstep: Class 11 contains 3332 members 
Mstep: Class 12 contains 36819 members 
Mstep: Class 13 contains 2290 members 
Mstep: Class 15 contains 2589 members 
Mstep: Class 16 contains 18894 members 
Mstep: Class 18 contains 14579 members 
Mstep: Class 19 contains 32261 members 
Mstep: Class 20 contains 72940 members 
Mstep: Class 22 contains 226862 members 
Mstep: Class 23 contains 157676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80002264.000000 Penalty: 56640.539062
Iteration 27Q: 18 clusters Score -8.000226e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 15604 members 
Mstep: Class 3 contains 30024 members 
Mstep: Class 4 contains 4453 members 
Mstep: Class 6 contains 39527 members 
Mstep: Class 8 contains 2428 members 
Mstep: Class 9 contains 7364 members 
Mstep: Class 10 contains 15880 members 
Mstep: Class 11 contains 3404 members 
Mstep: Class 12 contains 35001 members 
Mstep: Class 13 contains 2256 members 
Mstep: Class 15 contains 2588 members 
Mstep: Class 16 contains 19513 members 
Mstep: Class 18 contains 14276 members 
Mstep: Class 19 contains 33274 members 
Mstep: Class 20 contains 73268 members 
Mstep: Class 22 contains 226244 members 
Mstep: Class 23 contains 158121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80003904.000000 Penalty: 56640.539062
Iteration 28Q: 18 clusters Score -8.00039e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 15941 members 
Mstep: Class 3 contains 30004 members 
Mstep: Class 4 contains 4345 members 
Mstep: Class 6 contains 39574 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 7365 members 
Mstep: Class 10 contains 15874 members 
Mstep: Class 11 contains 3468 members 
Mstep: Class 12 contains 33185 members 
Mstep: Class 13 contains 2232 members 
Mstep: Class 15 contains 2590 members 
Mstep: Class 16 contains 20087 members 
Mstep: Class 18 contains 13996 members 
Mstep: Class 19 contains 34273 members 
Mstep: Class 20 contains 73638 members 
Mstep: Class 22 contains 225696 members 
Mstep: Class 23 contains 158523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80005056.000000 Penalty: 56640.539062
Iteration 29Q: 18 clusters Score -8.000506e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 16257 members 
Mstep: Class 3 contains 29989 members 
Mstep: Class 4 contains 4255 members 
Mstep: Class 6 contains 39653 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 7373 members 
Mstep: Class 10 contains 15872 members 
Mstep: Class 11 contains 3552 members 
Mstep: Class 12 contains 31434 members 
Mstep: Class 13 contains 2200 members 
Mstep: Class 15 contains 2592 members 
Mstep: Class 16 contains 20601 members 
Mstep: Class 18 contains 13732 members 
Mstep: Class 19 contains 35276 members 
Mstep: Class 20 contains 74002 members 
Mstep: Class 22 contains 225158 members 
Mstep: Class 23 contains 158838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80007128.000000 Penalty: 56640.539062
Iteration 30Q: 18 clusters Score -8.000713e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 16510 members 
Mstep: Class 3 contains 29967 members 
Mstep: Class 4 contains 4165 members 
Mstep: Class 6 contains 39715 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 7364 members 
Mstep: Class 10 contains 15877 members 
Mstep: Class 11 contains 3637 members 
Mstep: Class 12 contains 29770 members 
Mstep: Class 13 contains 2164 members 
Mstep: Class 15 contains 2590 members 
Mstep: Class 16 contains 21091 members 
Mstep: Class 18 contains 13484 members 
Mstep: Class 19 contains 36252 members 
Mstep: Class 20 contains 74321 members 
Mstep: Class 22 contains 224747 members 
Mstep: Class 23 contains 159130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80008360.000000 Penalty: 56640.539062
Iteration 31Q: 18 clusters Score -8.000836e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 16762 members 
Mstep: Class 3 contains 29938 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 6 contains 39744 members 
Mstep: Class 8 contains 2432 members 
Mstep: Class 9 contains 7368 members 
Mstep: Class 10 contains 15876 members 
Mstep: Class 11 contains 3740 members 
Mstep: Class 12 contains 28205 members 
Mstep: Class 13 contains 2135 members 
Mstep: Class 15 contains 2590 members 
Mstep: Class 16 contains 21557 members 
Mstep: Class 18 contains 13277 members 
Mstep: Class 19 contains 37221 members 
Mstep: Class 20 contains 74632 members 
Mstep: Class 22 contains 224305 members 
Mstep: Class 23 contains 159349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80009656.000000 Penalty: 56640.539062
Iteration 32Q: 18 clusters Score -8.000966e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 16994 members 
Mstep: Class 3 contains 29924 members 
Mstep: Class 4 contains 4018 members 
Mstep: Class 6 contains 39797 members 
Mstep: Class 8 contains 2423 members 
Mstep: Class 9 contains 7358 members 
Mstep: Class 10 contains 15880 members 
Mstep: Class 11 contains 3846 members 
Mstep: Class 12 contains 26620 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 15 contains 2592 members 
Mstep: Class 16 contains 21977 members 
Mstep: Class 18 contains 13105 members 
Mstep: Class 19 contains 38174 members 
Mstep: Class 20 contains 74869 members 
Mstep: Class 22 contains 223934 members 
Mstep: Class 23 contains 159602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80010920.000000 Penalty: 56640.539062
Iteration 33Q: 18 clusters Score -8.001092e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 17243 members 
Mstep: Class 3 contains 29912 members 
Mstep: Class 4 contains 3947 members 
Mstep: Class 6 contains 39841 members 
Mstep: Class 8 contains 2416 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 15874 members 
Mstep: Class 11 contains 3952 members 
Mstep: Class 12 contains 25178 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 15 contains 2590 members 
Mstep: Class 16 contains 22343 members 
Mstep: Class 18 contains 12960 members 
Mstep: Class 19 contains 39077 members 
Mstep: Class 20 contains 75093 members 
Mstep: Class 22 contains 223566 members 
Mstep: Class 23 contains 159808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80011920.000000 Penalty: 56640.539062
Iteration 34Q: 18 clusters Score -8.001192e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 17463 members 
Mstep: Class 3 contains 29901 members 
Mstep: Class 4 contains 3890 members 
Mstep: Class 6 contains 39874 members 
Mstep: Class 8 contains 2417 members 
Mstep: Class 9 contains 7337 members 
Mstep: Class 10 contains 15875 members 
Mstep: Class 11 contains 4040 members 
Mstep: Class 12 contains 23826 members 
Mstep: Class 13 contains 2058 members 
Mstep: Class 15 contains 2590 members 
Mstep: Class 16 contains 22664 members 
Mstep: Class 18 contains 12823 members 
Mstep: Class 19 contains 39925 members 
Mstep: Class 20 contains 75318 members 
Mstep: Class 22 contains 223267 members 
Mstep: Class 23 contains 159957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80012560.000000 Penalty: 56640.539062
Iteration 35Q: 18 clusters Score -8.001256e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 17674 members 
Mstep: Class 3 contains 29902 members 
Mstep: Class 4 contains 3856 members 
Mstep: Class 6 contains 39898 members 
Mstep: Class 8 contains 2422 members 
Mstep: Class 9 contains 7338 members 
Mstep: Class 10 contains 15878 members 
Mstep: Class 11 contains 4128 members 
Mstep: Class 12 contains 22513 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 15 contains 2589 members 
Mstep: Class 16 contains 22986 members 
Mstep: Class 18 contains 12690 members 
Mstep: Class 19 contains 40685 members 
Mstep: Class 20 contains 75514 members 
Mstep: Class 22 contains 222945 members 
Mstep: Class 23 contains 160148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80013544.000000 Penalty: 56640.539062
Iteration 36Q: 18 clusters Score -8.001354e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 17854 members 
Mstep: Class 3 contains 29913 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 6 contains 39930 members 
Mstep: Class 8 contains 2427 members 
Mstep: Class 9 contains 7329 members 
Mstep: Class 10 contains 15884 members 
Mstep: Class 11 contains 4208 members 
Mstep: Class 12 contains 21294 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 15 contains 2589 members 
Mstep: Class 16 contains 23267 members 
Mstep: Class 18 contains 12573 members 
Mstep: Class 19 contains 41417 members 
Mstep: Class 20 contains 75698 members 
Mstep: Class 22 contains 222640 members 
Mstep: Class 23 contains 160303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80014472.000000 Penalty: 56640.539062
Iteration 37Q: 18 clusters Score -8.001447e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 18005 members 
Mstep: Class 3 contains 29947 members 
Mstep: Class 4 contains 3807 members 
Mstep: Class 6 contains 39967 members 
Mstep: Class 8 contains 2429 members 
Mstep: Class 9 contains 7326 members 
Mstep: Class 10 contains 15897 members 
Mstep: Class 11 contains 4279 members 
Mstep: Class 12 contains 20146 members 
Mstep: Class 13 contains 2065 members 
Mstep: Class 15 contains 2589 members 
Mstep: Class 16 contains 23517 members 
Mstep: Class 18 contains 12487 members 
Mstep: Class 19 contains 42078 members 
Mstep: Class 20 contains 75847 members 
Mstep: Class 22 contains 222435 members 
Mstep: Class 23 contains 160404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80014936.000000 Penalty: 56640.539062
Iteration 38Q: 18 clusters Score -8.001494e+07 nChanged 3532
Entering ConstructFrom: 
Score: -80014936.000000 Penalty: 56640.539062
Entering ConstructFrom: 
Trying to split cluster 2 (18134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Entering Unmasked Estep 
Score: -2199037.000000 Penalty: 2431.774902
	Iteration 0F: 2 clusters Score -2199037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2186161.500000 Penalty: 4863.549805
	Iteration 0F: 3 clusters Score -2186162 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2190320.000000 Penalty: 4863.549805
	Iteration 1F: 3 clusters Score -2190320 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2190662.000000 Penalty: 4863.549805
	Iteration 2F: 3 clusters Score -2190662 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2190920.500000 Penalty: 4863.549805
	Iteration 3Q: 3 clusters Score -2190920 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2191162.750000 Penalty: 4863.549805
	Iteration 4Q: 3 clusters Score -2191163 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2191402.750000 Penalty: 4863.549805
	Iteration 5Q: 3 clusters Score -2191403 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2191696.000000 Penalty: 4863.549805
	Iteration 6Q: 3 clusters Score -2191696 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2192098.000000 Penalty: 4863.549805
	Iteration 7Q: 3 clusters Score -2192098 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2192638.250000 Penalty: 4863.549805
	Iteration 8F: 3 clusters Score -2192638 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2193274.000000 Penalty: 4863.549805
	Iteration 9F: 3 clusters Score -2193274 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2194073.500000 Penalty: 4863.549805
	Iteration 10F: 3 clusters Score -2194074 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2194901.500000 Penalty: 4863.549805
	Iteration 11F: 3 clusters Score -2194902 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2195618.250000 Penalty: 4863.549805
	Iteration 12Q: 3 clusters Score -2195618 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2196158.750000 Penalty: 4863.549805
	Iteration 13Q: 3 clusters Score -2196159 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2196480.250000 Penalty: 4863.549805
	Iteration 14Q: 3 clusters Score -2196480 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2196677.750000 Penalty: 4863.549805
	Iteration 15Q: 3 clusters Score -2196678 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2196807.500000 Penalty: 4863.549805
	Iteration 16Q: 3 clusters Score -2196808 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2196887.250000 Penalty: 4863.549805
	Iteration 17Q: 3 clusters Score -2196887 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2196942.250000 Penalty: 4863.549805
	Iteration 18Q: 3 clusters Score -2196942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2196955.000000 Penalty: 4863.549805
	Iteration 19Q: 3 clusters Score -2196955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2196963.500000 Penalty: 4863.549805
	Iteration 20F: 3 clusters Score -2196964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2196973.750000 Penalty: 4863.549805
	Iteration 21Q: 3 clusters Score -2196974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2196979.250000 Penalty: 4863.549805
	Iteration 22Q: 3 clusters Score -2196979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2196985.500000 Penalty: 4863.549805
	Iteration 23Q: 3 clusters Score -2196986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2196994.250000 Penalty: 4863.549805
	Iteration 24Q: 3 clusters Score -2196994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -2196994.500000 Penalty: 4863.549805
	Iteration 25Q: 3 clusters Score -2196994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2196997.000000 Penalty: 4863.549805
	Iteration 26Q: 3 clusters Score -2196997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -2196998.250000 Penalty: 4863.549805
	Iteration 27Q: 3 clusters Score -2196998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2196997.000000 Penalty: 4863.549805
	Iteration 28Q: 3 clusters Score -2196997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2197004.000000 Penalty: 4863.549805
	Iteration 29Q: 3 clusters Score -2197004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2197005.750000 Penalty: 4863.549805
	Iteration 30Q: 3 clusters Score -2197006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2197005.750000 Penalty: 4863.549805
	Iteration 31F: 3 clusters Score -2197006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Entering Unmasked Estep 
Score: -3604502.000000 Penalty: 2556.322510
	Iteration 0F: 2 clusters Score -3604502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -3583912.250000 Penalty: 5112.645020
	Iteration 0F: 3 clusters Score -3583912 nChanged 13597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -3591626.250000 Penalty: 5112.645020
	Iteration 1F: 3 clusters Score -3591626 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -3593023.500000 Penalty: 5112.645020
	Iteration 2F: 3 clusters Score -3593024 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -3595505.750000 Penalty: 5112.645020
	Iteration 3F: 3 clusters Score -3595506 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -3599063.250000 Penalty: 5112.645020
	Iteration 4F: 3 clusters Score -3599063 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -3602076.500000 Penalty: 5112.645020
	Iteration 5F: 3 clusters Score -3602076 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -3604120.500000 Penalty: 5112.645020
	Iteration 6F: 3 clusters Score -3604120 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -3605404.750000 Penalty: 5112.645020
	Iteration 7F: 3 clusters Score -3605405 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -3606380.500000 Penalty: 5112.645020
	Iteration 8Q: 3 clusters Score -3606380 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -3607229.750000 Penalty: 5112.645020
	Iteration 9Q: 3 clusters Score -3607230 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -3607908.250000 Penalty: 5112.645020
	Iteration 10Q: 3 clusters Score -3607908 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -3608317.750000 Penalty: 5112.645020
	Iteration 11Q: 3 clusters Score -3608318 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -3608514.000000 Penalty: 5112.645020
	Iteration 12Q: 3 clusters Score -3608514 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -3608638.500000 Penalty: 5112.645020
	Iteration 13Q: 3 clusters Score -3608638 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -3608709.250000 Penalty: 5112.645020
	Iteration 14Q: 3 clusters Score -3608709 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -3608758.750000 Penalty: 5112.645020
	Iteration 15Q: 3 clusters Score -3608759 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -3608779.750000 Penalty: 5112.645020
	Iteration 16Q: 3 clusters Score -3608780 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -3608794.250000 Penalty: 5112.645020
	Iteration 17Q: 3 clusters Score -3608794 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3608803.000000 Penalty: 5112.645020
	Iteration 18Q: 3 clusters Score -3608803 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -3608812.000000 Penalty: 5112.645020
	Iteration 19Q: 3 clusters Score -3608812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -3608805.000000 Penalty: 5112.645020
	Iteration 20F: 3 clusters Score -3608805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -3608806.500000 Penalty: 5112.645020
	Iteration 21Q: 3 clusters Score -3608806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -3608797.000000 Penalty: 5112.645020
	Iteration 22Q: 3 clusters Score -3608797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -3608805.500000 Penalty: 5112.645020
	Iteration 23Q: 3 clusters Score -3608806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -3608805.500000 Penalty: 5112.645020
	Iteration 24F: 3 clusters Score -3608806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 18134 members 
Mstep: Class 3 contains 5079 members 
Mstep: Class 4 contains 3784 members 
Mstep: Class 6 contains 39995 members 
Mstep: Class 8 contains 2429 members 
Mstep: Class 9 contains 7310 members 
Mstep: Class 10 contains 15904 members 
Mstep: Class 11 contains 4363 members 
Mstep: Class 12 contains 19126 members 
Mstep: Class 13 contains 2072 members 
Mstep: Class 15 contains 2587 members 
Mstep: Class 16 contains 23747 members 
Mstep: Class 18 contains 12431 members 
Mstep: Class 19 contains 42651 members 
Mstep: Class 20 contains 75967 members 
Mstep: Class 22 contains 222315 members 
Mstep: Class 23 contains 160446 members 
Entering Unmasked Estep 
Score: -80018808.000000 Penalty: 59972.335938
Splitting cluster 3 changes total score from -80014936.000000 to -80018808.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (3784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Entering Unmasked Estep 
Score: -450970.562500 Penalty: 2043.157104
	Iteration 0F: 2 clusters Score -450970.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -447184.312500 Penalty: 4086.314209
	Iteration 0F: 3 clusters Score -447184.3 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -447935.406250 Penalty: 4086.314209
	Iteration 1F: 3 clusters Score -447935.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -448081.562500 Penalty: 4086.314209
	Iteration 2F: 3 clusters Score -448081.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -448183.593750 Penalty: 4086.314209
	Iteration 3Q: 3 clusters Score -448183.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -448256.125000 Penalty: 4086.314209
	Iteration 4Q: 3 clusters Score -448256.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -448302.468750 Penalty: 4086.314209
	Iteration 5Q: 3 clusters Score -448302.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -448332.062500 Penalty: 4086.314209
	Iteration 6Q: 3 clusters Score -448332.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -448350.531250 Penalty: 4086.314209
	Iteration 7Q: 3 clusters Score -448350.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -448364.468750 Penalty: 4086.314209
	Iteration 8Q: 3 clusters Score -448364.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -448379.031250 Penalty: 4086.314209
	Iteration 9Q: 3 clusters Score -448379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -448391.812500 Penalty: 4086.314209
	Iteration 10Q: 3 clusters Score -448391.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -448403.843750 Penalty: 4086.314209
	Iteration 11Q: 3 clusters Score -448403.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -448418.312500 Penalty: 4086.314209
	Iteration 12Q: 3 clusters Score -448418.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -448433.406250 Penalty: 4086.314209
	Iteration 13Q: 3 clusters Score -448433.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -448449.031250 Penalty: 4086.314209
	Iteration 14Q: 3 clusters Score -448449 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -448464.156250 Penalty: 4086.314209
	Iteration 15Q: 3 clusters Score -448464.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -448474.500000 Penalty: 4086.314209
	Iteration 16Q: 3 clusters Score -448474.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -448479.281250 Penalty: 4086.314209
	Iteration 17Q: 3 clusters Score -448479.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -448484.343750 Penalty: 4086.314209
	Iteration 18Q: 3 clusters Score -448484.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -448488.593750 Penalty: 4086.314209
	Iteration 19Q: 3 clusters Score -448488.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -448494.687500 Penalty: 4086.314209
	Iteration 20F: 3 clusters Score -448494.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -448496.531250 Penalty: 4086.314209
	Iteration 21Q: 3 clusters Score -448496.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -448500.093750 Penalty: 4086.314209
	Iteration 22Q: 3 clusters Score -448500.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -448502.906250 Penalty: 4086.314209
	Iteration 23Q: 3 clusters Score -448502.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -448504.218750 Penalty: 4086.314209
	Iteration 24Q: 3 clusters Score -448504.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -448504.375000 Penalty: 4086.314209
	Iteration 25Q: 3 clusters Score -448504.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -448505.218750 Penalty: 4086.314209
	Iteration 26Q: 3 clusters Score -448505.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -448506.812500 Penalty: 4086.314209
	Iteration 27Q: 3 clusters Score -448506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -448509.093750 Penalty: 4086.314209
	Iteration 28Q: 3 clusters Score -448509.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -448508.156250 Penalty: 4086.314209
	Iteration 29Q: 3 clusters Score -448508.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -448508.625000 Penalty: 4086.314209
	Iteration 30Q: 3 clusters Score -448508.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -448510.437500 Penalty: 4086.314209
	Iteration 31Q: 3 clusters Score -448510.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -448514.093750 Penalty: 4086.314209
	Iteration 32Q: 3 clusters Score -448514.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -448518.968750 Penalty: 4086.314209
	Iteration 33Q: 3 clusters Score -448519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -448523.718750 Penalty: 4086.314209
	Iteration 34Q: 3 clusters Score -448523.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -448526.125000 Penalty: 4086.314209
	Iteration 35Q: 3 clusters Score -448526.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -448528.687500 Penalty: 4086.314209
	Iteration 36Q: 3 clusters Score -448528.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -448530.218750 Penalty: 4086.314209
	Iteration 37Q: 3 clusters Score -448530.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -448533.843750 Penalty: 4086.314209
	Iteration 38Q: 3 clusters Score -448533.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -448535.218750 Penalty: 4086.314209
	Iteration 39Q: 3 clusters Score -448535.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -448537.968750 Penalty: 4086.314209
	Iteration 40F: 3 clusters Score -448538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -448541.000000 Penalty: 4086.314209
	Iteration 41Q: 3 clusters Score -448541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -448544.187500 Penalty: 4086.314209
	Iteration 42Q: 3 clusters Score -448544.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -448545.843750 Penalty: 4086.314209
	Iteration 43Q: 3 clusters Score -448545.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -448549.906250 Penalty: 4086.314209
	Iteration 44Q: 3 clusters Score -448549.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -448555.031250 Penalty: 4086.314209
	Iteration 45Q: 3 clusters Score -448555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -448558.625000 Penalty: 4086.314209
	Iteration 46Q: 3 clusters Score -448558.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -448563.031250 Penalty: 4086.314209
	Iteration 47Q: 3 clusters Score -448563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -448564.875000 Penalty: 4086.314209
	Iteration 48Q: 3 clusters Score -448564.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -448567.343750 Penalty: 4086.314209
	Iteration 49Q: 3 clusters Score -448567.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -448572.562500 Penalty: 4086.314209
	Iteration 50Q: 3 clusters Score -448572.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -448573.906250 Penalty: 4086.314209
	Iteration 51Q: 3 clusters Score -448573.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -448576.437500 Penalty: 4086.314209
	Iteration 52Q: 3 clusters Score -448576.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -448579.531250 Penalty: 4086.314209
	Iteration 53Q: 3 clusters Score -448579.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -448585.437500 Penalty: 4086.314209
	Iteration 54Q: 3 clusters Score -448585.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -448590.656250 Penalty: 4086.314209
	Iteration 55Q: 3 clusters Score -448590.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -448594.531250 Penalty: 4086.314209
	Iteration 56Q: 3 clusters Score -448594.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -448598.031250 Penalty: 4086.314209
	Iteration 57Q: 3 clusters Score -448598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -448600.875000 Penalty: 4086.314209
	Iteration 58Q: 3 clusters Score -448600.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -448603.875000 Penalty: 4086.314209
	Iteration 59Q: 3 clusters Score -448603.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -448605.906250 Penalty: 4086.314209
	Iteration 60F: 3 clusters Score -448605.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -448606.625000 Penalty: 4086.314209
	Iteration 61Q: 3 clusters Score -448606.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -448607.750000 Penalty: 4086.314209
	Iteration 62Q: 3 clusters Score -448607.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -448609.187500 Penalty: 4086.314209
	Iteration 63Q: 3 clusters Score -448609.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -448612.593750 Penalty: 4086.314209
	Iteration 64Q: 3 clusters Score -448612.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -448615.906250 Penalty: 4086.314209
	Iteration 65Q: 3 clusters Score -448615.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -448618.906250 Penalty: 4086.314209
	Iteration 66Q: 3 clusters Score -448618.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -448621.500000 Penalty: 4086.314209
	Iteration 67Q: 3 clusters Score -448621.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -448623.406250 Penalty: 4086.314209
	Iteration 68Q: 3 clusters Score -448623.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -448624.281250 Penalty: 4086.314209
	Iteration 69Q: 3 clusters Score -448624.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -448626.281250 Penalty: 4086.314209
	Iteration 70Q: 3 clusters Score -448626.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -448626.625000 Penalty: 4086.314209
	Iteration 71Q: 3 clusters Score -448626.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -448629.812500 Penalty: 4086.314209
	Iteration 72Q: 3 clusters Score -448629.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -448631.750000 Penalty: 4086.314209
	Iteration 73Q: 3 clusters Score -448631.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -448634.031250 Penalty: 4086.314209
	Iteration 74Q: 3 clusters Score -448634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -448636.843750 Penalty: 4086.314209
	Iteration 75Q: 3 clusters Score -448636.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -448641.625000 Penalty: 4086.314209
	Iteration 76Q: 3 clusters Score -448641.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -448645.281250 Penalty: 4086.314209
	Iteration 77Q: 3 clusters Score -448645.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -448648.250000 Penalty: 4086.314209
	Iteration 78Q: 3 clusters Score -448648.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -448652.687500 Penalty: 4086.314209
	Iteration 79Q: 3 clusters Score -448652.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -448654.593750 Penalty: 4086.314209
	Iteration 80F: 3 clusters Score -448654.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -448659.781250 Penalty: 4086.314209
	Iteration 81Q: 3 clusters Score -448659.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -448664.093750 Penalty: 4086.314209
	Iteration 82Q: 3 clusters Score -448664.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -448672.875000 Penalty: 4086.314209
	Iteration 83Q: 3 clusters Score -448672.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -448682.562500 Penalty: 4086.314209
	Iteration 84Q: 3 clusters Score -448682.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -448691.156250 Penalty: 4086.314209
	Iteration 85Q: 3 clusters Score -448691.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -448702.906250 Penalty: 4086.314209
	Iteration 86Q: 3 clusters Score -448702.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -448717.000000 Penalty: 4086.314209
	Iteration 87Q: 3 clusters Score -448717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -448730.625000 Penalty: 4086.314209
	Iteration 88Q: 3 clusters Score -448730.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -448741.875000 Penalty: 4086.314209
	Iteration 89Q: 3 clusters Score -448741.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -448749.125000 Penalty: 4086.314209
	Iteration 90Q: 3 clusters Score -448749.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -448752.781250 Penalty: 4086.314209
	Iteration 91Q: 3 clusters Score -448752.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -448758.875000 Penalty: 4086.314209
	Iteration 92Q: 3 clusters Score -448758.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -448764.875000 Penalty: 4086.314209
	Iteration 93Q: 3 clusters Score -448764.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -448770.843750 Penalty: 4086.314209
	Iteration 94Q: 3 clusters Score -448770.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -448779.531250 Penalty: 4086.314209
	Iteration 95Q: 3 clusters Score -448779.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -448785.968750 Penalty: 4086.314209
	Iteration 96Q: 3 clusters Score -448786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -448791.500000 Penalty: 4086.314209
	Iteration 97Q: 3 clusters Score -448791.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -448800.593750 Penalty: 4086.314209
	Iteration 98Q: 3 clusters Score -448800.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -448813.281250 Penalty: 4086.314209
	Iteration 99Q: 3 clusters Score -448813.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -448821.031250 Penalty: 4086.314209
	Iteration 100F: 3 clusters Score -448821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -448827.562500 Penalty: 4086.314209
	Iteration 101Q: 3 clusters Score -448827.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -448835.312500 Penalty: 4086.314209
	Iteration 102Q: 3 clusters Score -448835.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -448843.093750 Penalty: 4086.314209
	Iteration 103Q: 3 clusters Score -448843.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -448849.250000 Penalty: 4086.314209
	Iteration 104Q: 3 clusters Score -448849.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -448858.031250 Penalty: 4086.314209
	Iteration 105Q: 3 clusters Score -448858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -448871.531250 Penalty: 4086.314209
	Iteration 106Q: 3 clusters Score -448871.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -448886.343750 Penalty: 4086.314209
	Iteration 107Q: 3 clusters Score -448886.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -448901.250000 Penalty: 4086.314209
	Iteration 108Q: 3 clusters Score -448901.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -448917.343750 Penalty: 4086.314209
	Iteration 109Q: 3 clusters Score -448917.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -448927.562500 Penalty: 4086.314209
	Iteration 110Q: 3 clusters Score -448927.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -448936.812500 Penalty: 4086.314209
	Iteration 111Q: 3 clusters Score -448936.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -448945.156250 Penalty: 4086.314209
	Iteration 112Q: 3 clusters Score -448945.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -448955.312500 Penalty: 4086.314209
	Iteration 113Q: 3 clusters Score -448955.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -448961.593750 Penalty: 4086.314209
	Iteration 114Q: 3 clusters Score -448961.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -448965.718750 Penalty: 4086.314209
	Iteration 115Q: 3 clusters Score -448965.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -448971.187500 Penalty: 4086.314209
	Iteration 116Q: 3 clusters Score -448971.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -448976.500000 Penalty: 4086.314209
	Iteration 117Q: 3 clusters Score -448976.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -448984.406250 Penalty: 4086.314209
	Iteration 118Q: 3 clusters Score -448984.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -448990.875000 Penalty: 4086.314209
	Iteration 119Q: 3 clusters Score -448990.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -448999.125000 Penalty: 4086.314209
	Iteration 120F: 3 clusters Score -448999.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -449008.000000 Penalty: 4086.314209
	Iteration 121Q: 3 clusters Score -449008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -449015.343750 Penalty: 4086.314209
	Iteration 122Q: 3 clusters Score -449015.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -449019.968750 Penalty: 4086.314209
	Iteration 123Q: 3 clusters Score -449020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -449023.593750 Penalty: 4086.314209
	Iteration 124Q: 3 clusters Score -449023.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -449026.687500 Penalty: 4086.314209
	Iteration 125Q: 3 clusters Score -449026.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -449028.468750 Penalty: 4086.314209
	Iteration 126Q: 3 clusters Score -449028.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -449030.468750 Penalty: 4086.314209
	Iteration 127Q: 3 clusters Score -449030.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -449033.968750 Penalty: 4086.314209
	Iteration 128Q: 3 clusters Score -449034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -449039.062500 Penalty: 4086.314209
	Iteration 129Q: 3 clusters Score -449039.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -449047.093750 Penalty: 4086.314209
	Iteration 130Q: 3 clusters Score -449047.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -449059.125000 Penalty: 4086.314209
	Iteration 131Q: 3 clusters Score -449059.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -449065.531250 Penalty: 4086.314209
	Iteration 132Q: 3 clusters Score -449065.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -449076.468750 Penalty: 4086.314209
	Iteration 133Q: 3 clusters Score -449076.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -449087.468750 Penalty: 4086.314209
	Iteration 134Q: 3 clusters Score -449087.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -449103.843750 Penalty: 4086.314209
	Iteration 135Q: 3 clusters Score -449103.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -449117.968750 Penalty: 4086.314209
	Iteration 136Q: 3 clusters Score -449118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -449132.625000 Penalty: 4086.314209
	Iteration 137Q: 3 clusters Score -449132.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -449149.812500 Penalty: 4086.314209
	Iteration 138Q: 3 clusters Score -449149.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -449160.437500 Penalty: 4086.314209
	Iteration 139Q: 3 clusters Score -449160.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -449164.968750 Penalty: 4086.314209
	Iteration 140F: 3 clusters Score -449165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -449171.437500 Penalty: 4086.314209
	Iteration 141Q: 3 clusters Score -449171.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -449175.343750 Penalty: 4086.314209
	Iteration 142Q: 3 clusters Score -449175.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -449177.562500 Penalty: 4086.314209
	Iteration 143Q: 3 clusters Score -449177.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -449178.375000 Penalty: 4086.314209
	Iteration 144Q: 3 clusters Score -449178.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -449180.937500 Penalty: 4086.314209
	Iteration 145Q: 3 clusters Score -449180.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -449184.000000 Penalty: 4086.314209
	Iteration 146Q: 3 clusters Score -449184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -449185.625000 Penalty: 4086.314209
	Iteration 147Q: 3 clusters Score -449185.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -449187.000000 Penalty: 4086.314209
	Iteration 148Q: 3 clusters Score -449187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -449187.312500 Penalty: 4086.314209
	Iteration 149Q: 3 clusters Score -449187.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -449187.312500 Penalty: 4086.314209
	Iteration 150F: 3 clusters Score -449187.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (39995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Entering Unmasked Estep 
Score: -4638436.000000 Penalty: 2627.934570
	Iteration 0F: 2 clusters Score -4638436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -4611410.000000 Penalty: 5255.869141
	Iteration 0F: 3 clusters Score -4611410 nChanged 18408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -4622339.500000 Penalty: 5255.869141
	Iteration 1F: 3 clusters Score -4622340 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -4624712.000000 Penalty: 5255.869141
	Iteration 2F: 3 clusters Score -4624712 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -4627828.000000 Penalty: 5255.869141
	Iteration 3F: 3 clusters Score -4627828 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -4631141.000000 Penalty: 5255.869141
	Iteration 4F: 3 clusters Score -4631141 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -4633681.500000 Penalty: 5255.869141
	Iteration 5F: 3 clusters Score -4633682 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -4635317.000000 Penalty: 5255.869141
	Iteration 6F: 3 clusters Score -4635317 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -4636299.500000 Penalty: 5255.869141
	Iteration 7Q: 3 clusters Score -4636300 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -4637012.500000 Penalty: 5255.869141
	Iteration 8Q: 3 clusters Score -4637012 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -4637683.500000 Penalty: 5255.869141
	Iteration 9Q: 3 clusters Score -4637684 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -4638339.500000 Penalty: 5255.869141
	Iteration 10Q: 3 clusters Score -4638340 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -4639014.000000 Penalty: 5255.869141
	Iteration 11Q: 3 clusters Score -4639014 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -4639473.000000 Penalty: 5255.869141
	Iteration 12Q: 3 clusters Score -4639473 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -4639690.500000 Penalty: 5255.869141
	Iteration 13Q: 3 clusters Score -4639690 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -4639821.000000 Penalty: 5255.869141
	Iteration 14Q: 3 clusters Score -4639821 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -4639887.500000 Penalty: 5255.869141
	Iteration 15Q: 3 clusters Score -4639888 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -4639924.000000 Penalty: 5255.869141
	Iteration 16Q: 3 clusters Score -4639924 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -4639938.000000 Penalty: 5255.869141
	Iteration 17Q: 3 clusters Score -4639938 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -4639949.000000 Penalty: 5255.869141
	Iteration 18Q: 3 clusters Score -4639949 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -4639949.000000 Penalty: 5255.869141
	Iteration 19Q: 3 clusters Score -4639949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -4639940.500000 Penalty: 5255.869141
	Iteration 20F: 3 clusters Score -4639940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -4639936.500000 Penalty: 5255.869141
	Iteration 21Q: 3 clusters Score -4639936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4639948.500000 Penalty: 5255.869141
	Iteration 22Q: 3 clusters Score -4639948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -4639953.000000 Penalty: 5255.869141
	Iteration 23Q: 3 clusters Score -4639953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -4639944.000000 Penalty: 5255.869141
	Iteration 24Q: 3 clusters Score -4639944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -4639941.000000 Penalty: 5255.869141
	Iteration 25Q: 3 clusters Score -4639941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -4639941.500000 Penalty: 5255.869141
	Iteration 26Q: 3 clusters Score -4639942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -4639948.000000 Penalty: 5255.869141
	Iteration 27Q: 3 clusters Score -4639948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -4639941.000000 Penalty: 5255.869141
	Iteration 28Q: 3 clusters Score -4639941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -4639945.000000 Penalty: 5255.869141
	Iteration 29Q: 3 clusters Score -4639945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -4639945.000000 Penalty: 5255.869141
	Iteration 30Q: 3 clusters Score -4639945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -4639945.000000 Penalty: 5255.869141
	Iteration 31F: 3 clusters Score -4639945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 18134 members 
Mstep: Class 3 contains 5079 members 
Mstep: Class 4 contains 3784 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 37512 members 
Mstep: Class 8 contains 2429 members 
Mstep: Class 9 contains 7310 members 
Mstep: Class 10 contains 15904 members 
Mstep: Class 11 contains 4363 members 
Mstep: Class 12 contains 19126 members 
Mstep: Class 13 contains 2072 members 
Mstep: Class 15 contains 2587 members 
Mstep: Class 16 contains 23747 members 
Mstep: Class 18 contains 12431 members 
Mstep: Class 19 contains 42651 members 
Mstep: Class 20 contains 75967 members 
Mstep: Class 22 contains 222315 members 
Mstep: Class 23 contains 160446 members 
Entering Unmasked Estep 
Score: -80019712.000000 Penalty: 63304.132812
Splitting cluster 6 changes total score from -80014936.000000 to -80019712.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 8 (2429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Entering Unmasked Estep 
Score: -284807.625000 Penalty: 1933.218262
	Iteration 0F: 2 clusters Score -284807.6 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 1244 members 
Entering Unmasked Estep 
Score: -281933.718750 Penalty: 3866.436523
	Iteration 0F: 3 clusters Score -281933.7 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -282613.812500 Penalty: 3866.436523
	Iteration 1F: 3 clusters Score -282613.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -283033.343750 Penalty: 3866.436523
	Iteration 2F: 3 clusters Score -283033.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -283372.906250 Penalty: 3866.436523
	Iteration 3F: 3 clusters Score -283372.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -283622.375000 Penalty: 3866.436523
	Iteration 4F: 3 clusters Score -283622.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -283748.343750 Penalty: 3866.436523
	Iteration 5Q: 3 clusters Score -283748.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -283831.125000 Penalty: 3866.436523
	Iteration 6Q: 3 clusters Score -283831.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -283881.187500 Penalty: 3866.436523
	Iteration 7Q: 3 clusters Score -283881.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -283920.718750 Penalty: 3866.436523
	Iteration 8Q: 3 clusters Score -283920.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -283952.531250 Penalty: 3866.436523
	Iteration 9Q: 3 clusters Score -283952.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -283978.375000 Penalty: 3866.436523
	Iteration 10Q: 3 clusters Score -283978.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -283992.281250 Penalty: 3866.436523
	Iteration 11Q: 3 clusters Score -283992.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -284001.718750 Penalty: 3866.436523
	Iteration 12Q: 3 clusters Score -284001.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -284008.875000 Penalty: 3866.436523
	Iteration 13Q: 3 clusters Score -284008.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -284011.718750 Penalty: 3866.436523
	Iteration 14Q: 3 clusters Score -284011.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -284016.281250 Penalty: 3866.436523
	Iteration 15Q: 3 clusters Score -284016.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -284018.906250 Penalty: 3866.436523
	Iteration 16Q: 3 clusters Score -284018.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -284018.906250 Penalty: 3866.436523
	Iteration 17F: 3 clusters Score -284018.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Entering Unmasked Estep 
Score: -826784.125000 Penalty: 2206.455566
	Iteration 0F: 2 clusters Score -826784.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -820871.062500 Penalty: 4412.911133
	Iteration 0F: 3 clusters Score -820871.1 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -822582.062500 Penalty: 4412.911133
	Iteration 1F: 3 clusters Score -822582.1 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -823039.187500 Penalty: 4412.911133
	Iteration 2F: 3 clusters Score -823039.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -823348.000000 Penalty: 4412.911133
	Iteration 3F: 3 clusters Score -823348 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -823693.812500 Penalty: 4412.911133
	Iteration 4F: 3 clusters Score -823693.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -824104.062500 Penalty: 4412.911133
	Iteration 5F: 3 clusters Score -824104.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -824414.500000 Penalty: 4412.911133
	Iteration 6F: 3 clusters Score -824414.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -824605.875000 Penalty: 4412.911133
	Iteration 7Q: 3 clusters Score -824605.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -824739.437500 Penalty: 4412.911133
	Iteration 8Q: 3 clusters Score -824739.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -824808.625000 Penalty: 4412.911133
	Iteration 9Q: 3 clusters Score -824808.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -824859.375000 Penalty: 4412.911133
	Iteration 10Q: 3 clusters Score -824859.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -824898.062500 Penalty: 4412.911133
	Iteration 11Q: 3 clusters Score -824898.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -824934.375000 Penalty: 4412.911133
	Iteration 12Q: 3 clusters Score -824934.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -824962.875000 Penalty: 4412.911133
	Iteration 13Q: 3 clusters Score -824962.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -824999.187500 Penalty: 4412.911133
	Iteration 14Q: 3 clusters Score -824999.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -825031.312500 Penalty: 4412.911133
	Iteration 15Q: 3 clusters Score -825031.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -825073.750000 Penalty: 4412.911133
	Iteration 16Q: 3 clusters Score -825073.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -825114.937500 Penalty: 4412.911133
	Iteration 17Q: 3 clusters Score -825114.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -825174.562500 Penalty: 4412.911133
	Iteration 18Q: 3 clusters Score -825174.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -825235.937500 Penalty: 4412.911133
	Iteration 19Q: 3 clusters Score -825235.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -825317.000000 Penalty: 4412.911133
	Iteration 20F: 3 clusters Score -825317 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -825411.312500 Penalty: 4412.911133
	Iteration 21Q: 3 clusters Score -825411.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -825555.937500 Penalty: 4412.911133
	Iteration 22Q: 3 clusters Score -825555.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -825747.000000 Penalty: 4412.911133
	Iteration 23Q: 3 clusters Score -825747 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -825993.812500 Penalty: 4412.911133
	Iteration 24Q: 3 clusters Score -825993.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -826244.500000 Penalty: 4412.911133
	Iteration 25Q: 3 clusters Score -826244.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -826508.062500 Penalty: 4412.911133
	Iteration 26Q: 3 clusters Score -826508.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -826783.312500 Penalty: 4412.911133
	Iteration 27Q: 3 clusters Score -826783.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -826984.937500 Penalty: 4412.911133
	Iteration 28Q: 3 clusters Score -826984.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -827077.125000 Penalty: 4412.911133
	Iteration 29Q: 3 clusters Score -827077.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -827110.312500 Penalty: 4412.911133
	Iteration 30Q: 3 clusters Score -827110.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -827124.187500 Penalty: 4412.911133
	Iteration 31Q: 3 clusters Score -827124.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -827130.562500 Penalty: 4412.911133
	Iteration 32Q: 3 clusters Score -827130.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -827133.437500 Penalty: 4412.911133
	Iteration 33Q: 3 clusters Score -827133.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -827134.250000 Penalty: 4412.911133
	Iteration 34Q: 3 clusters Score -827134.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -827136.812500 Penalty: 4412.911133
	Iteration 35Q: 3 clusters Score -827136.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -827136.250000 Penalty: 4412.911133
	Iteration 36Q: 3 clusters Score -827136.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -827137.187500 Penalty: 4412.911133
	Iteration 37Q: 3 clusters Score -827137.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -827137.625000 Penalty: 4412.911133
	Iteration 38Q: 3 clusters Score -827137.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -827136.125000 Penalty: 4412.911133
	Iteration 39Q: 3 clusters Score -827136.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -827136.125000 Penalty: 4412.911133
	Iteration 40F: 3 clusters Score -827136.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 18134 members 
Mstep: Class 3 contains 5079 members 
Mstep: Class 4 contains 3784 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 37512 members 
Mstep: Class 7 contains 6251 members 
Mstep: Class 8 contains 2429 members 
Mstep: Class 9 contains 1059 members 
Mstep: Class 10 contains 15904 members 
Mstep: Class 11 contains 4363 members 
Mstep: Class 12 contains 19126 members 
Mstep: Class 13 contains 2072 members 
Mstep: Class 15 contains 2587 members 
Mstep: Class 16 contains 23747 members 
Mstep: Class 18 contains 12431 members 
Mstep: Class 19 contains 42651 members 
Mstep: Class 20 contains 75967 members 
Mstep: Class 22 contains 222315 members 
Mstep: Class 23 contains 160446 members 
Entering Unmasked Estep 
Score: -80019000.000000 Penalty: 66635.929688
Splitting cluster 9 changes total score from -80014936.000000 to -80019000.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 10 (15904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Entering Unmasked Estep 
Score: -1895141.125000 Penalty: 2399.232910
	Iteration 0F: 2 clusters Score -1895141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1883800.875000 Penalty: 4798.465820
	Iteration 0F: 3 clusters Score -1883801 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1889884.875000 Penalty: 4798.465820
	Iteration 1F: 3 clusters Score -1889885 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1892801.375000 Penalty: 4798.465820
	Iteration 2F: 3 clusters Score -1892801 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1895447.750000 Penalty: 4798.465820
	Iteration 3F: 3 clusters Score -1895448 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1896967.125000 Penalty: 4798.465820
	Iteration 4F: 3 clusters Score -1896967 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1897542.375000 Penalty: 4798.465820
	Iteration 5F: 3 clusters Score -1897542 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1897742.250000 Penalty: 4798.465820
	Iteration 6Q: 3 clusters Score -1897742 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1897827.750000 Penalty: 4798.465820
	Iteration 7Q: 3 clusters Score -1897828 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1897880.875000 Penalty: 4798.465820
	Iteration 8Q: 3 clusters Score -1897881 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1897915.375000 Penalty: 4798.465820
	Iteration 9Q: 3 clusters Score -1897915 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1897932.000000 Penalty: 4798.465820
	Iteration 10Q: 3 clusters Score -1897932 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1897938.375000 Penalty: 4798.465820
	Iteration 11Q: 3 clusters Score -1897938 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1897949.000000 Penalty: 4798.465820
	Iteration 12Q: 3 clusters Score -1897949 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1897952.625000 Penalty: 4798.465820
	Iteration 13Q: 3 clusters Score -1897953 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1897959.625000 Penalty: 4798.465820
	Iteration 14Q: 3 clusters Score -1897960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1897966.375000 Penalty: 4798.465820
	Iteration 15Q: 3 clusters Score -1897966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1897968.000000 Penalty: 4798.465820
	Iteration 16Q: 3 clusters Score -1897968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1897979.125000 Penalty: 4798.465820
	Iteration 17Q: 3 clusters Score -1897979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1897976.375000 Penalty: 4798.465820
	Iteration 18Q: 3 clusters Score -1897976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1897983.250000 Penalty: 4798.465820
	Iteration 19Q: 3 clusters Score -1897983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1897986.250000 Penalty: 4798.465820
	Iteration 20F: 3 clusters Score -1897986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1897994.250000 Penalty: 4798.465820
	Iteration 21Q: 3 clusters Score -1897994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1897990.625000 Penalty: 4798.465820
	Iteration 22Q: 3 clusters Score -1897991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1897990.125000 Penalty: 4798.465820
	Iteration 23Q: 3 clusters Score -1897990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1897993.875000 Penalty: 4798.465820
	Iteration 24Q: 3 clusters Score -1897994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1897993.875000 Penalty: 4798.465820
	Iteration 25F: 3 clusters Score -1897994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 18134 members 
Mstep: Class 3 contains 5079 members 
Mstep: Class 4 contains 3784 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 37512 members 
Mstep: Class 7 contains 6251 members 
Mstep: Class 8 contains 2429 members 
Mstep: Class 9 contains 1059 members 
Mstep: Class 10 contains 2615 members 
Mstep: Class 11 contains 4363 members 
Mstep: Class 12 contains 19126 members 
Mstep: Class 13 contains 2072 members 
Mstep: Class 14 contains 13289 members 
Mstep: Class 15 contains 2587 members 
Mstep: Class 16 contains 23747 members 
Mstep: Class 18 contains 12431 members 
Mstep: Class 19 contains 42651 members 
Mstep: Class 20 contains 75967 members 
Mstep: Class 22 contains 222315 members 
Mstep: Class 23 contains 160446 members 
Entering Unmasked Estep 
Score: -80020736.000000 Penalty: 69967.726562
Splitting cluster 10 changes total score from -80014936.000000 to -80020736.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 11 (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: -524974.687500 Penalty: 2078.467041
	Iteration 0F: 2 clusters Score -524974.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -520847.062500 Penalty: 4156.934082
	Iteration 0F: 3 clusters Score -520847.1 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -521841.593750 Penalty: 4156.934082
	Iteration 1F: 3 clusters Score -521841.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -522034.312500 Penalty: 4156.934082
	Iteration 2F: 3 clusters Score -522034.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -522154.843750 Penalty: 4156.934082
	Iteration 3Q: 3 clusters Score -522154.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -522250.250000 Penalty: 4156.934082
	Iteration 4Q: 3 clusters Score -522250.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -522319.593750 Penalty: 4156.934082
	Iteration 5Q: 3 clusters Score -522319.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -522366.968750 Penalty: 4156.934082
	Iteration 6Q: 3 clusters Score -522367 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -522402.750000 Penalty: 4156.934082
	Iteration 7Q: 3 clusters Score -522402.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -522461.843750 Penalty: 4156.934082
	Iteration 8Q: 3 clusters Score -522461.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -522496.625000 Penalty: 4156.934082
	Iteration 9Q: 3 clusters Score -522496.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -522530.031250 Penalty: 4156.934082
	Iteration 10Q: 3 clusters Score -522530 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -522564.593750 Penalty: 4156.934082
	Iteration 11Q: 3 clusters Score -522564.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -522599.781250 Penalty: 4156.934082
	Iteration 12Q: 3 clusters Score -522599.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -522649.875000 Penalty: 4156.934082
	Iteration 13Q: 3 clusters Score -522649.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -522735.843750 Penalty: 4156.934082
	Iteration 14Q: 3 clusters Score -522735.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -522863.906250 Penalty: 4156.934082
	Iteration 15Q: 3 clusters Score -522863.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -522992.343750 Penalty: 4156.934082
	Iteration 16Q: 3 clusters Score -522992.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -523136.250000 Penalty: 4156.934082
	Iteration 17Q: 3 clusters Score -523136.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -523285.812500 Penalty: 4156.934082
	Iteration 18Q: 3 clusters Score -523285.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -523403.593750 Penalty: 4156.934082
	Iteration 19Q: 3 clusters Score -523403.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -523538.500000 Penalty: 4156.934082
	Iteration 20F: 3 clusters Score -523538.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -523621.250000 Penalty: 4156.934082
	Iteration 21Q: 3 clusters Score -523621.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -523673.937500 Penalty: 4156.934082
	Iteration 22Q: 3 clusters Score -523673.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -523729.718750 Penalty: 4156.934082
	Iteration 23Q: 3 clusters Score -523729.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -523779.031250 Penalty: 4156.934082
	Iteration 24Q: 3 clusters Score -523779 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -523814.406250 Penalty: 4156.934082
	Iteration 25Q: 3 clusters Score -523814.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -523840.312500 Penalty: 4156.934082
	Iteration 26Q: 3 clusters Score -523840.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -523856.750000 Penalty: 4156.934082
	Iteration 27Q: 3 clusters Score -523856.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -523871.000000 Penalty: 4156.934082
	Iteration 28Q: 3 clusters Score -523871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -523880.218750 Penalty: 4156.934082
	Iteration 29Q: 3 clusters Score -523880.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -523889.500000 Penalty: 4156.934082
	Iteration 30Q: 3 clusters Score -523889.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -523897.562500 Penalty: 4156.934082
	Iteration 31Q: 3 clusters Score -523897.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -523907.937500 Penalty: 4156.934082
	Iteration 32Q: 3 clusters Score -523907.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -523918.125000 Penalty: 4156.934082
	Iteration 33Q: 3 clusters Score -523918.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -523928.500000 Penalty: 4156.934082
	Iteration 34Q: 3 clusters Score -523928.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -523933.218750 Penalty: 4156.934082
	Iteration 35Q: 3 clusters Score -523933.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -523942.781250 Penalty: 4156.934082
	Iteration 36Q: 3 clusters Score -523942.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -523952.125000 Penalty: 4156.934082
	Iteration 37Q: 3 clusters Score -523952.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -523963.843750 Penalty: 4156.934082
	Iteration 38Q: 3 clusters Score -523963.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -523970.812500 Penalty: 4156.934082
	Iteration 39Q: 3 clusters Score -523970.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -523975.125000 Penalty: 4156.934082
	Iteration 40F: 3 clusters Score -523975.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -523979.812500 Penalty: 4156.934082
	Iteration 41Q: 3 clusters Score -523979.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -523985.281250 Penalty: 4156.934082
	Iteration 42Q: 3 clusters Score -523985.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -523990.562500 Penalty: 4156.934082
	Iteration 43Q: 3 clusters Score -523990.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -523993.156250 Penalty: 4156.934082
	Iteration 44Q: 3 clusters Score -523993.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -523995.875000 Penalty: 4156.934082
	Iteration 45Q: 3 clusters Score -523995.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -524000.062500 Penalty: 4156.934082
	Iteration 46Q: 3 clusters Score -524000.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -524005.468750 Penalty: 4156.934082
	Iteration 47Q: 3 clusters Score -524005.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -524006.062500 Penalty: 4156.934082
	Iteration 48Q: 3 clusters Score -524006.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -524008.843750 Penalty: 4156.934082
	Iteration 49Q: 3 clusters Score -524008.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -524009.406250 Penalty: 4156.934082
	Iteration 50Q: 3 clusters Score -524009.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -524009.406250 Penalty: 4156.934082
	Iteration 51F: 3 clusters Score -524009.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Entering Unmasked Estep 
Score: -2296422.750000 Penalty: 2444.983398
	Iteration 0F: 2 clusters Score -2296423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2282880.250000 Penalty: 4889.966797
	Iteration 0F: 3 clusters Score -2282880 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2287286.500000 Penalty: 4889.966797
	Iteration 1F: 3 clusters Score -2287286 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2287771.750000 Penalty: 4889.966797
	Iteration 2F: 3 clusters Score -2287772 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2288409.000000 Penalty: 4889.966797
	Iteration 3F: 3 clusters Score -2288409 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2289325.750000 Penalty: 4889.966797
	Iteration 4F: 3 clusters Score -2289326 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2290408.250000 Penalty: 4889.966797
	Iteration 5F: 3 clusters Score -2290408 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2291645.750000 Penalty: 4889.966797
	Iteration 6F: 3 clusters Score -2291646 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2293005.750000 Penalty: 4889.966797
	Iteration 7F: 3 clusters Score -2293006 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2294219.750000 Penalty: 4889.966797
	Iteration 8F: 3 clusters Score -2294220 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2295041.250000 Penalty: 4889.966797
	Iteration 9Q: 3 clusters Score -2295041 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2295521.750000 Penalty: 4889.966797
	Iteration 10Q: 3 clusters Score -2295522 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2295768.500000 Penalty: 4889.966797
	Iteration 11Q: 3 clusters Score -2295768 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2295884.750000 Penalty: 4889.966797
	Iteration 12Q: 3 clusters Score -2295885 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2295944.500000 Penalty: 4889.966797
	Iteration 13Q: 3 clusters Score -2295944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2295999.250000 Penalty: 4889.966797
	Iteration 14Q: 3 clusters Score -2295999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2296031.750000 Penalty: 4889.966797
	Iteration 15Q: 3 clusters Score -2296032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2296055.500000 Penalty: 4889.966797
	Iteration 16Q: 3 clusters Score -2296056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2296079.500000 Penalty: 4889.966797
	Iteration 17Q: 3 clusters Score -2296080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2296101.250000 Penalty: 4889.966797
	Iteration 18Q: 3 clusters Score -2296101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2296114.500000 Penalty: 4889.966797
	Iteration 19Q: 3 clusters Score -2296114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2296116.750000 Penalty: 4889.966797
	Iteration 20F: 3 clusters Score -2296117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2296121.750000 Penalty: 4889.966797
	Iteration 21Q: 3 clusters Score -2296122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2296124.250000 Penalty: 4889.966797
	Iteration 22Q: 3 clusters Score -2296124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2296124.500000 Penalty: 4889.966797
	Iteration 23Q: 3 clusters Score -2296124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2296124.500000 Penalty: 4889.966797
	Iteration 24F: 3 clusters Score -2296124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Entering Unmasked Estep 
Score: -240750.687500 Penalty: 1893.794800
	Iteration 0F: 2 clusters Score -240750.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -238100.890625 Penalty: 3787.589600
	Iteration 0F: 3 clusters Score -238100.9 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -238627.359375 Penalty: 3787.589600
	Iteration 1F: 3 clusters Score -238627.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -238789.750000 Penalty: 3787.589600
	Iteration 2F: 3 clusters Score -238789.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -238904.828125 Penalty: 3787.589600
	Iteration 3F: 3 clusters Score -238904.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -239017.468750 Penalty: 3787.589600
	Iteration 4Q: 3 clusters Score -239017.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -239121.062500 Penalty: 3787.589600
	Iteration 5Q: 3 clusters Score -239121.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -239219.312500 Penalty: 3787.589600
	Iteration 6Q: 3 clusters Score -239219.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -239286.859375 Penalty: 3787.589600
	Iteration 7Q: 3 clusters Score -239286.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -239338.765625 Penalty: 3787.589600
	Iteration 8Q: 3 clusters Score -239338.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -239384.875000 Penalty: 3787.589600
	Iteration 9Q: 3 clusters Score -239384.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -239416.093750 Penalty: 3787.589600
	Iteration 10Q: 3 clusters Score -239416.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -239445.296875 Penalty: 3787.589600
	Iteration 11Q: 3 clusters Score -239445.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -239470.406250 Penalty: 3787.589600
	Iteration 12Q: 3 clusters Score -239470.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -239490.078125 Penalty: 3787.589600
	Iteration 13Q: 3 clusters Score -239490.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -239504.359375 Penalty: 3787.589600
	Iteration 14Q: 3 clusters Score -239504.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -239515.437500 Penalty: 3787.589600
	Iteration 15Q: 3 clusters Score -239515.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -239525.953125 Penalty: 3787.589600
	Iteration 16Q: 3 clusters Score -239526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -239534.015625 Penalty: 3787.589600
	Iteration 17Q: 3 clusters Score -239534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -239537.031250 Penalty: 3787.589600
	Iteration 18Q: 3 clusters Score -239537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -239541.796875 Penalty: 3787.589600
	Iteration 19Q: 3 clusters Score -239541.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -239546.546875 Penalty: 3787.589600
	Iteration 20F: 3 clusters Score -239546.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -239548.640625 Penalty: 3787.589600
	Iteration 21Q: 3 clusters Score -239548.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -239548.640625 Penalty: 3787.589600
	Iteration 22F: 3 clusters Score -239548.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Entering Unmasked Estep 
Score: -267757.031250 Penalty: 1948.846924
	Iteration 0F: 2 clusters Score -267757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -264866.593750 Penalty: 3897.693848
	Iteration 0F: 3 clusters Score -264866.6 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -266349.843750 Penalty: 3897.693848
	Iteration 1F: 3 clusters Score -266349.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -268089.562500 Penalty: 3897.693848
	Iteration 2F: 3 clusters Score -268089.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -269469.500000 Penalty: 3897.693848
	Iteration 3F: 3 clusters Score -269469.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -270381.000000 Penalty: 3897.693848
	Iteration 4F: 3 clusters Score -270381 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -270989.062500 Penalty: 3897.693848
	Iteration 5Q: 3 clusters Score -270989.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -271253.218750 Penalty: 3897.693848
	Iteration 6Q: 3 clusters Score -271253.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -271290.312500 Penalty: 3897.693848
	Iteration 7Q: 3 clusters Score -271290.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -271302.656250 Penalty: 3897.693848
	Iteration 8Q: 3 clusters Score -271302.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -271309.843750 Penalty: 3897.693848
	Iteration 9Q: 3 clusters Score -271309.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -271315.187500 Penalty: 3897.693848
	Iteration 10Q: 3 clusters Score -271315.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -271316.687500 Penalty: 3897.693848
	Iteration 11Q: 3 clusters Score -271316.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -271319.375000 Penalty: 3897.693848
	Iteration 12Q: 3 clusters Score -271319.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -271319.375000 Penalty: 3897.693848
	Iteration 13F: 3 clusters Score -271319.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 18134 members 
Mstep: Class 3 contains 5079 members 
Mstep: Class 4 contains 3784 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 37512 members 
Mstep: Class 7 contains 6251 members 
Mstep: Class 8 contains 2429 members 
Mstep: Class 9 contains 1059 members 
Mstep: Class 10 contains 2615 members 
Mstep: Class 11 contains 4363 members 
Mstep: Class 12 contains 19126 members 
Mstep: Class 13 contains 2072 members 
Mstep: Class 14 contains 13289 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 23747 members 
Mstep: Class 17 contains 1940 members 
Mstep: Class 18 contains 12431 members 
Mstep: Class 19 contains 42651 members 
Mstep: Class 20 contains 75967 members 
Mstep: Class 22 contains 222315 members 
Mstep: Class 23 contains 160446 members 
Entering Unmasked Estep 
Score: -80022968.000000 Penalty: 73299.523438
Splitting cluster 15 changes total score from -80014936.000000 to -80022968.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 16 (23747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Entering Unmasked Estep 
Score: -2872723.250000 Penalty: 2498.652344
	Iteration 0F: 2 clusters Score -2872723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2856195.250000 Penalty: 4997.304688
	Iteration 0F: 3 clusters Score -2856195 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2861787.250000 Penalty: 4997.304688
	Iteration 1F: 3 clusters Score -2861787 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2862152.000000 Penalty: 4997.304688
	Iteration 2Q: 3 clusters Score -2862152 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2862491.250000 Penalty: 4997.304688
	Iteration 3Q: 3 clusters Score -2862491 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2862843.750000 Penalty: 4997.304688
	Iteration 4Q: 3 clusters Score -2862844 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2863322.000000 Penalty: 4997.304688
	Iteration 5Q: 3 clusters Score -2863322 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2863865.750000 Penalty: 4997.304688
	Iteration 6Q: 3 clusters Score -2863866 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2864509.500000 Penalty: 4997.304688
	Iteration 7Q: 3 clusters Score -2864510 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2865280.250000 Penalty: 4997.304688
	Iteration 8Q: 3 clusters Score -2865280 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2866100.500000 Penalty: 4997.304688
	Iteration 9F: 3 clusters Score -2866100 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2866839.750000 Penalty: 4997.304688
	Iteration 10Q: 3 clusters Score -2866840 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2867462.750000 Penalty: 4997.304688
	Iteration 11Q: 3 clusters Score -2867463 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2867917.250000 Penalty: 4997.304688
	Iteration 12Q: 3 clusters Score -2867917 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2868218.500000 Penalty: 4997.304688
	Iteration 13Q: 3 clusters Score -2868218 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2868430.750000 Penalty: 4997.304688
	Iteration 14Q: 3 clusters Score -2868431 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2868555.750000 Penalty: 4997.304688
	Iteration 15Q: 3 clusters Score -2868556 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2868662.000000 Penalty: 4997.304688
	Iteration 16Q: 3 clusters Score -2868662 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2868765.500000 Penalty: 4997.304688
	Iteration 17Q: 3 clusters Score -2868766 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2868840.000000 Penalty: 4997.304688
	Iteration 18Q: 3 clusters Score -2868840 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2868921.000000 Penalty: 4997.304688
	Iteration 19Q: 3 clusters Score -2868921 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2868968.250000 Penalty: 4997.304688
	Iteration 20F: 3 clusters Score -2868968 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2869019.750000 Penalty: 4997.304688
	Iteration 21Q: 3 clusters Score -2869020 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2869065.000000 Penalty: 4997.304688
	Iteration 22Q: 3 clusters Score -2869065 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2869095.250000 Penalty: 4997.304688
	Iteration 23Q: 3 clusters Score -2869095 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2869142.250000 Penalty: 4997.304688
	Iteration 24Q: 3 clusters Score -2869142 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2869174.750000 Penalty: 4997.304688
	Iteration 25Q: 3 clusters Score -2869175 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2869227.250000 Penalty: 4997.304688
	Iteration 26Q: 3 clusters Score -2869227 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2869277.500000 Penalty: 4997.304688
	Iteration 27Q: 3 clusters Score -2869278 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2869323.750000 Penalty: 4997.304688
	Iteration 28Q: 3 clusters Score -2869324 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2869367.750000 Penalty: 4997.304688
	Iteration 29Q: 3 clusters Score -2869368 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2869398.500000 Penalty: 4997.304688
	Iteration 30Q: 3 clusters Score -2869398 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2869428.750000 Penalty: 4997.304688
	Iteration 31Q: 3 clusters Score -2869429 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2869483.250000 Penalty: 4997.304688
	Iteration 32Q: 3 clusters Score -2869483 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2869524.000000 Penalty: 4997.304688
	Iteration 33Q: 3 clusters Score -2869524 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2869562.000000 Penalty: 4997.304688
	Iteration 34Q: 3 clusters Score -2869562 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2869600.750000 Penalty: 4997.304688
	Iteration 35Q: 3 clusters Score -2869601 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2869635.750000 Penalty: 4997.304688
	Iteration 36Q: 3 clusters Score -2869636 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2869670.000000 Penalty: 4997.304688
	Iteration 37Q: 3 clusters Score -2869670 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2869716.000000 Penalty: 4997.304688
	Iteration 38Q: 3 clusters Score -2869716 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2869744.000000 Penalty: 4997.304688
	Iteration 39Q: 3 clusters Score -2869744 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2869781.500000 Penalty: 4997.304688
	Iteration 40F: 3 clusters Score -2869782 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2869817.500000 Penalty: 4997.304688
	Iteration 41Q: 3 clusters Score -2869818 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2869854.250000 Penalty: 4997.304688
	Iteration 42Q: 3 clusters Score -2869854 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2869900.750000 Penalty: 4997.304688
	Iteration 43Q: 3 clusters Score -2869901 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2869932.000000 Penalty: 4997.304688
	Iteration 44Q: 3 clusters Score -2869932 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2869965.000000 Penalty: 4997.304688
	Iteration 45Q: 3 clusters Score -2869965 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2869999.500000 Penalty: 4997.304688
	Iteration 46Q: 3 clusters Score -2870000 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2870031.250000 Penalty: 4997.304688
	Iteration 47Q: 3 clusters Score -2870031 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2870064.000000 Penalty: 4997.304688
	Iteration 48Q: 3 clusters Score -2870064 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2870100.250000 Penalty: 4997.304688
	Iteration 49Q: 3 clusters Score -2870100 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2870123.500000 Penalty: 4997.304688
	Iteration 50Q: 3 clusters Score -2870124 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2870158.500000 Penalty: 4997.304688
	Iteration 51Q: 3 clusters Score -2870158 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2870177.750000 Penalty: 4997.304688
	Iteration 52Q: 3 clusters Score -2870178 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2870199.750000 Penalty: 4997.304688
	Iteration 53Q: 3 clusters Score -2870200 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2870223.500000 Penalty: 4997.304688
	Iteration 54Q: 3 clusters Score -2870224 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2870238.250000 Penalty: 4997.304688
	Iteration 55Q: 3 clusters Score -2870238 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2870259.750000 Penalty: 4997.304688
	Iteration 56Q: 3 clusters Score -2870260 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2870286.000000 Penalty: 4997.304688
	Iteration 57Q: 3 clusters Score -2870286 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2870306.500000 Penalty: 4997.304688
	Iteration 58Q: 3 clusters Score -2870306 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2870341.000000 Penalty: 4997.304688
	Iteration 59Q: 3 clusters Score -2870341 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2870369.000000 Penalty: 4997.304688
	Iteration 60F: 3 clusters Score -2870369 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2870385.250000 Penalty: 4997.304688
	Iteration 61Q: 3 clusters Score -2870385 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2870408.750000 Penalty: 4997.304688
	Iteration 62Q: 3 clusters Score -2870409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2870419.250000 Penalty: 4997.304688
	Iteration 63Q: 3 clusters Score -2870419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2870433.500000 Penalty: 4997.304688
	Iteration 64Q: 3 clusters Score -2870434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2870438.750000 Penalty: 4997.304688
	Iteration 65Q: 3 clusters Score -2870439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2870455.500000 Penalty: 4997.304688
	Iteration 66Q: 3 clusters Score -2870456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2870460.500000 Penalty: 4997.304688
	Iteration 67Q: 3 clusters Score -2870460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2870469.000000 Penalty: 4997.304688
	Iteration 68Q: 3 clusters Score -2870469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2870473.500000 Penalty: 4997.304688
	Iteration 69Q: 3 clusters Score -2870474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2870486.750000 Penalty: 4997.304688
	Iteration 70Q: 3 clusters Score -2870487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2870491.750000 Penalty: 4997.304688
	Iteration 71Q: 3 clusters Score -2870492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2870497.000000 Penalty: 4997.304688
	Iteration 72Q: 3 clusters Score -2870497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2870508.250000 Penalty: 4997.304688
	Iteration 73Q: 3 clusters Score -2870508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2870513.250000 Penalty: 4997.304688
	Iteration 74Q: 3 clusters Score -2870513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2870521.750000 Penalty: 4997.304688
	Iteration 75Q: 3 clusters Score -2870522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2870536.750000 Penalty: 4997.304688
	Iteration 76Q: 3 clusters Score -2870537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2870539.000000 Penalty: 4997.304688
	Iteration 77Q: 3 clusters Score -2870539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2870540.750000 Penalty: 4997.304688
	Iteration 78Q: 3 clusters Score -2870541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2870549.250000 Penalty: 4997.304688
	Iteration 79Q: 3 clusters Score -2870549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2870549.750000 Penalty: 4997.304688
	Iteration 80F: 3 clusters Score -2870550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2870552.250000 Penalty: 4997.304688
	Iteration 81Q: 3 clusters Score -2870552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2870547.250000 Penalty: 4997.304688
	Iteration 82Q: 3 clusters Score -2870547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2870551.250000 Penalty: 4997.304688
	Iteration 83Q: 3 clusters Score -2870551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2870553.000000 Penalty: 4997.304688
	Iteration 84Q: 3 clusters Score -2870553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2870552.250000 Penalty: 4997.304688
	Iteration 85Q: 3 clusters Score -2870552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2870558.250000 Penalty: 4997.304688
	Iteration 86Q: 3 clusters Score -2870558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2870564.500000 Penalty: 4997.304688
	Iteration 87Q: 3 clusters Score -2870564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2870564.000000 Penalty: 4997.304688
	Iteration 88Q: 3 clusters Score -2870564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2870562.500000 Penalty: 4997.304688
	Iteration 89Q: 3 clusters Score -2870562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2870565.000000 Penalty: 4997.304688
	Iteration 90Q: 3 clusters Score -2870565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2870565.000000 Penalty: 4997.304688
	Iteration 91Q: 3 clusters Score -2870565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2870569.250000 Penalty: 4997.304688
	Iteration 92Q: 3 clusters Score -2870569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2870574.000000 Penalty: 4997.304688
	Iteration 93Q: 3 clusters Score -2870574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2870570.750000 Penalty: 4997.304688
	Iteration 94Q: 3 clusters Score -2870571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2870568.000000 Penalty: 4997.304688
	Iteration 95Q: 3 clusters Score -2870568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2870567.250000 Penalty: 4997.304688
	Iteration 96Q: 3 clusters Score -2870567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2870574.000000 Penalty: 4997.304688
	Iteration 97Q: 3 clusters Score -2870574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2870572.250000 Penalty: 4997.304688
	Iteration 98Q: 3 clusters Score -2870572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2870574.250000 Penalty: 4997.304688
	Iteration 99Q: 3 clusters Score -2870574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2870573.000000 Penalty: 4997.304688
	Iteration 100F: 3 clusters Score -2870573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2870574.000000 Penalty: 4997.304688
	Iteration 101Q: 3 clusters Score -2870574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2870577.500000 Penalty: 4997.304688
	Iteration 102Q: 3 clusters Score -2870578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2870578.000000 Penalty: 4997.304688
	Iteration 103Q: 3 clusters Score -2870578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2870578.500000 Penalty: 4997.304688
	Iteration 104Q: 3 clusters Score -2870578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2870579.750000 Penalty: 4997.304688
	Iteration 105Q: 3 clusters Score -2870580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2870588.000000 Penalty: 4997.304688
	Iteration 106Q: 3 clusters Score -2870588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2870583.500000 Penalty: 4997.304688
	Iteration 107Q: 3 clusters Score -2870584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2870587.000000 Penalty: 4997.304688
	Iteration 108Q: 3 clusters Score -2870587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2870586.000000 Penalty: 4997.304688
	Iteration 109Q: 3 clusters Score -2870586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2870586.000000 Penalty: 4997.304688
	Iteration 110Q: 3 clusters Score -2870586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2870588.500000 Penalty: 4997.304688
	Iteration 111Q: 3 clusters Score -2870588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2870586.250000 Penalty: 4997.304688
	Iteration 112Q: 3 clusters Score -2870586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2870590.500000 Penalty: 4997.304688
	Iteration 113Q: 3 clusters Score -2870590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2870592.750000 Penalty: 4997.304688
	Iteration 114Q: 3 clusters Score -2870593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2870594.500000 Penalty: 4997.304688
	Iteration 115Q: 3 clusters Score -2870594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2870594.750000 Penalty: 4997.304688
	Iteration 116Q: 3 clusters Score -2870595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2870596.750000 Penalty: 4997.304688
	Iteration 117Q: 3 clusters Score -2870597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2870596.500000 Penalty: 4997.304688
	Iteration 118Q: 3 clusters Score -2870596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2870596.500000 Penalty: 4997.304688
	Iteration 119F: 3 clusters Score -2870596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Entering Unmasked Estep 
Score: -1491772.500000 Penalty: 2338.131348
	Iteration 0F: 2 clusters Score -1491772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1482543.750000 Penalty: 4676.262695
	Iteration 0F: 3 clusters Score -1482544 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1485346.875000 Penalty: 4676.262695
	Iteration 1F: 3 clusters Score -1485347 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1485728.875000 Penalty: 4676.262695
	Iteration 2F: 3 clusters Score -1485729 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1486066.750000 Penalty: 4676.262695
	Iteration 3F: 3 clusters Score -1486067 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1486469.125000 Penalty: 4676.262695
	Iteration 4F: 3 clusters Score -1486469 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1486940.125000 Penalty: 4676.262695
	Iteration 5F: 3 clusters Score -1486940 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1487539.375000 Penalty: 4676.262695
	Iteration 6F: 3 clusters Score -1487539 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1488233.500000 Penalty: 4676.262695
	Iteration 7F: 3 clusters Score -1488234 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1488868.000000 Penalty: 4676.262695
	Iteration 8F: 3 clusters Score -1488868 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1489311.250000 Penalty: 4676.262695
	Iteration 9Q: 3 clusters Score -1489311 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1489654.750000 Penalty: 4676.262695
	Iteration 10Q: 3 clusters Score -1489655 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1489890.500000 Penalty: 4676.262695
	Iteration 11Q: 3 clusters Score -1489890 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1490008.375000 Penalty: 4676.262695
	Iteration 12Q: 3 clusters Score -1490008 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1490067.125000 Penalty: 4676.262695
	Iteration 13Q: 3 clusters Score -1490067 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1490113.500000 Penalty: 4676.262695
	Iteration 14Q: 3 clusters Score -1490114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1490135.750000 Penalty: 4676.262695
	Iteration 15Q: 3 clusters Score -1490136 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1490148.500000 Penalty: 4676.262695
	Iteration 16Q: 3 clusters Score -1490148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1490161.375000 Penalty: 4676.262695
	Iteration 17Q: 3 clusters Score -1490161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1490168.500000 Penalty: 4676.262695
	Iteration 18Q: 3 clusters Score -1490168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1490172.750000 Penalty: 4676.262695
	Iteration 19Q: 3 clusters Score -1490173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1490175.875000 Penalty: 4676.262695
	Iteration 20F: 3 clusters Score -1490176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1490179.625000 Penalty: 4676.262695
	Iteration 21Q: 3 clusters Score -1490180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1490178.375000 Penalty: 4676.262695
	Iteration 22Q: 3 clusters Score -1490178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1490177.750000 Penalty: 4676.262695
	Iteration 23Q: 3 clusters Score -1490178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1490179.125000 Penalty: 4676.262695
	Iteration 24Q: 3 clusters Score -1490179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1490180.000000 Penalty: 4676.262695
	Iteration 25Q: 3 clusters Score -1490180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1490180.250000 Penalty: 4676.262695
	Iteration 26Q: 3 clusters Score -1490180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1490180.750000 Penalty: 4676.262695
	Iteration 27Q: 3 clusters Score -1490181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1490184.125000 Penalty: 4676.262695
	Iteration 28Q: 3 clusters Score -1490184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1490184.500000 Penalty: 4676.262695
	Iteration 29Q: 3 clusters Score -1490184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1490185.625000 Penalty: 4676.262695
	Iteration 30Q: 3 clusters Score -1490186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1490184.375000 Penalty: 4676.262695
	Iteration 31Q: 3 clusters Score -1490184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1490184.000000 Penalty: 4676.262695
	Iteration 32Q: 3 clusters Score -1490184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1490187.250000 Penalty: 4676.262695
	Iteration 33Q: 3 clusters Score -1490187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1490188.000000 Penalty: 4676.262695
	Iteration 34Q: 3 clusters Score -1490188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1490193.000000 Penalty: 4676.262695
	Iteration 35Q: 3 clusters Score -1490193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1490192.250000 Penalty: 4676.262695
	Iteration 36Q: 3 clusters Score -1490192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1490193.250000 Penalty: 4676.262695
	Iteration 37Q: 3 clusters Score -1490193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1490194.625000 Penalty: 4676.262695
	Iteration 38Q: 3 clusters Score -1490195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1490194.000000 Penalty: 4676.262695
	Iteration 39Q: 3 clusters Score -1490194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1490195.125000 Penalty: 4676.262695
	Iteration 40F: 3 clusters Score -1490195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1490194.625000 Penalty: 4676.262695
	Iteration 41Q: 3 clusters Score -1490195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1490196.500000 Penalty: 4676.262695
	Iteration 42Q: 3 clusters Score -1490196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1490195.875000 Penalty: 4676.262695
	Iteration 43Q: 3 clusters Score -1490196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1490195.625000 Penalty: 4676.262695
	Iteration 44Q: 3 clusters Score -1490196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1490195.625000 Penalty: 4676.262695
	Iteration 45F: 3 clusters Score -1490196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (42651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Entering Unmasked Estep 
Score: -5124930.500000 Penalty: 2643.879883
	Iteration 0F: 2 clusters Score -5124930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -5096052.000000 Penalty: 5287.759766
	Iteration 0F: 3 clusters Score -5096052 nChanged 19495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -5106878.000000 Penalty: 5287.759766
	Iteration 1F: 3 clusters Score -5106878 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -5107406.000000 Penalty: 5287.759766
	Iteration 2Q: 3 clusters Score -5107406 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -5107901.000000 Penalty: 5287.759766
	Iteration 3Q: 3 clusters Score -5107901 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -5108402.000000 Penalty: 5287.759766
	Iteration 4Q: 3 clusters Score -5108402 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -5108951.500000 Penalty: 5287.759766
	Iteration 5Q: 3 clusters Score -5108952 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -5109600.000000 Penalty: 5287.759766
	Iteration 6Q: 3 clusters Score -5109600 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -5110584.500000 Penalty: 5287.759766
	Iteration 7Q: 3 clusters Score -5110584 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -5112038.500000 Penalty: 5287.759766
	Iteration 8Q: 3 clusters Score -5112038 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -5114004.500000 Penalty: 5287.759766
	Iteration 9F: 3 clusters Score -5114004 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -5116226.500000 Penalty: 5287.759766
	Iteration 10F: 3 clusters Score -5116226 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -5118509.000000 Penalty: 5287.759766
	Iteration 11F: 3 clusters Score -5118509 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -5120121.000000 Penalty: 5287.759766
	Iteration 12Q: 3 clusters Score -5120121 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -5120888.500000 Penalty: 5287.759766
	Iteration 13Q: 3 clusters Score -5120888 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -5121285.500000 Penalty: 5287.759766
	Iteration 14Q: 3 clusters Score -5121286 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -5121463.000000 Penalty: 5287.759766
	Iteration 15Q: 3 clusters Score -5121463 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -5121595.500000 Penalty: 5287.759766
	Iteration 16Q: 3 clusters Score -5121596 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -5121671.000000 Penalty: 5287.759766
	Iteration 17Q: 3 clusters Score -5121671 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -5121728.500000 Penalty: 5287.759766
	Iteration 18Q: 3 clusters Score -5121728 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -5121798.000000 Penalty: 5287.759766
	Iteration 19Q: 3 clusters Score -5121798 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -5121843.500000 Penalty: 5287.759766
	Iteration 20F: 3 clusters Score -5121844 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -5121894.000000 Penalty: 5287.759766
	Iteration 21Q: 3 clusters Score -5121894 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -5121928.000000 Penalty: 5287.759766
	Iteration 22Q: 3 clusters Score -5121928 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -5121969.000000 Penalty: 5287.759766
	Iteration 23Q: 3 clusters Score -5121969 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -5122021.500000 Penalty: 5287.759766
	Iteration 24Q: 3 clusters Score -5122022 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -5122059.000000 Penalty: 5287.759766
	Iteration 25Q: 3 clusters Score -5122059 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -5122092.000000 Penalty: 5287.759766
	Iteration 26Q: 3 clusters Score -5122092 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -5122129.500000 Penalty: 5287.759766
	Iteration 27Q: 3 clusters Score -5122130 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -5122164.500000 Penalty: 5287.759766
	Iteration 28Q: 3 clusters Score -5122164 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -5122198.000000 Penalty: 5287.759766
	Iteration 29Q: 3 clusters Score -5122198 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -5122218.500000 Penalty: 5287.759766
	Iteration 30Q: 3 clusters Score -5122218 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -5122246.000000 Penalty: 5287.759766
	Iteration 31Q: 3 clusters Score -5122246 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -5122273.500000 Penalty: 5287.759766
	Iteration 32Q: 3 clusters Score -5122274 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -5122276.000000 Penalty: 5287.759766
	Iteration 33Q: 3 clusters Score -5122276 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -5122273.000000 Penalty: 5287.759766
	Iteration 34Q: 3 clusters Score -5122273 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -5122282.500000 Penalty: 5287.759766
	Iteration 35Q: 3 clusters Score -5122282 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -5122293.500000 Penalty: 5287.759766
	Iteration 36Q: 3 clusters Score -5122294 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -5122313.000000 Penalty: 5287.759766
	Iteration 37Q: 3 clusters Score -5122313 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -5122323.500000 Penalty: 5287.759766
	Iteration 38Q: 3 clusters Score -5122324 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -5122338.000000 Penalty: 5287.759766
	Iteration 39Q: 3 clusters Score -5122338 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -5122339.500000 Penalty: 5287.759766
	Iteration 40F: 3 clusters Score -5122340 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -5122349.000000 Penalty: 5287.759766
	Iteration 41Q: 3 clusters Score -5122349 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -5122357.000000 Penalty: 5287.759766
	Iteration 42Q: 3 clusters Score -5122357 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -5122360.000000 Penalty: 5287.759766
	Iteration 43Q: 3 clusters Score -5122360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -5122372.500000 Penalty: 5287.759766
	Iteration 44Q: 3 clusters Score -5122372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -5122379.000000 Penalty: 5287.759766
	Iteration 45Q: 3 clusters Score -5122379 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -5122373.000000 Penalty: 5287.759766
	Iteration 46Q: 3 clusters Score -5122373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -5122370.500000 Penalty: 5287.759766
	Iteration 47Q: 3 clusters Score -5122370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -5122377.500000 Penalty: 5287.759766
	Iteration 48Q: 3 clusters Score -5122378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -5122385.000000 Penalty: 5287.759766
	Iteration 49Q: 3 clusters Score -5122385 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -5122382.500000 Penalty: 5287.759766
	Iteration 50Q: 3 clusters Score -5122382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -5122393.000000 Penalty: 5287.759766
	Iteration 51Q: 3 clusters Score -5122393 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -5122408.500000 Penalty: 5287.759766
	Iteration 52Q: 3 clusters Score -5122408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -5122408.000000 Penalty: 5287.759766
	Iteration 53Q: 3 clusters Score -5122408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -5122423.500000 Penalty: 5287.759766
	Iteration 54Q: 3 clusters Score -5122424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -5122425.000000 Penalty: 5287.759766
	Iteration 55Q: 3 clusters Score -5122425 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -5122438.500000 Penalty: 5287.759766
	Iteration 56Q: 3 clusters Score -5122438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -5122443.500000 Penalty: 5287.759766
	Iteration 57Q: 3 clusters Score -5122444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -5122450.000000 Penalty: 5287.759766
	Iteration 58Q: 3 clusters Score -5122450 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -5122454.000000 Penalty: 5287.759766
	Iteration 59Q: 3 clusters Score -5122454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -5122456.500000 Penalty: 5287.759766
	Iteration 60F: 3 clusters Score -5122456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -5122463.000000 Penalty: 5287.759766
	Iteration 61Q: 3 clusters Score -5122463 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -5122470.500000 Penalty: 5287.759766
	Iteration 62Q: 3 clusters Score -5122470 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -5122489.000000 Penalty: 5287.759766
	Iteration 63Q: 3 clusters Score -5122489 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -5122499.500000 Penalty: 5287.759766
	Iteration 64Q: 3 clusters Score -5122500 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -5122507.500000 Penalty: 5287.759766
	Iteration 65Q: 3 clusters Score -5122508 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -5122514.000000 Penalty: 5287.759766
	Iteration 66Q: 3 clusters Score -5122514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -5122522.000000 Penalty: 5287.759766
	Iteration 67Q: 3 clusters Score -5122522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -5122535.000000 Penalty: 5287.759766
	Iteration 68Q: 3 clusters Score -5122535 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -5122533.500000 Penalty: 5287.759766
	Iteration 69Q: 3 clusters Score -5122534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -5122551.000000 Penalty: 5287.759766
	Iteration 70Q: 3 clusters Score -5122551 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -5122562.500000 Penalty: 5287.759766
	Iteration 71Q: 3 clusters Score -5122562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -5122556.000000 Penalty: 5287.759766
	Iteration 72Q: 3 clusters Score -5122556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -5122560.000000 Penalty: 5287.759766
	Iteration 73Q: 3 clusters Score -5122560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -5122565.500000 Penalty: 5287.759766
	Iteration 74Q: 3 clusters Score -5122566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -5122571.500000 Penalty: 5287.759766
	Iteration 75Q: 3 clusters Score -5122572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -5122591.500000 Penalty: 5287.759766
	Iteration 76Q: 3 clusters Score -5122592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -5122595.500000 Penalty: 5287.759766
	Iteration 77Q: 3 clusters Score -5122596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -5122597.000000 Penalty: 5287.759766
	Iteration 78Q: 3 clusters Score -5122597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -5122598.500000 Penalty: 5287.759766
	Iteration 79Q: 3 clusters Score -5122598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -5122597.000000 Penalty: 5287.759766
	Iteration 80F: 3 clusters Score -5122597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -5122593.000000 Penalty: 5287.759766
	Iteration 81Q: 3 clusters Score -5122593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -5122603.000000 Penalty: 5287.759766
	Iteration 82Q: 3 clusters Score -5122603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -5122601.500000 Penalty: 5287.759766
	Iteration 83Q: 3 clusters Score -5122602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -5122605.000000 Penalty: 5287.759766
	Iteration 84Q: 3 clusters Score -5122605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -5122615.000000 Penalty: 5287.759766
	Iteration 85Q: 3 clusters Score -5122615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -5122616.000000 Penalty: 5287.759766
	Iteration 86Q: 3 clusters Score -5122616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -5122621.000000 Penalty: 5287.759766
	Iteration 87Q: 3 clusters Score -5122621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -5122624.000000 Penalty: 5287.759766
	Iteration 88Q: 3 clusters Score -5122624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -5122618.500000 Penalty: 5287.759766
	Iteration 89Q: 3 clusters Score -5122618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -5122618.000000 Penalty: 5287.759766
	Iteration 90Q: 3 clusters Score -5122618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -5122613.000000 Penalty: 5287.759766
	Iteration 91Q: 3 clusters Score -5122613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -5122612.000000 Penalty: 5287.759766
	Iteration 92Q: 3 clusters Score -5122612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -5122618.500000 Penalty: 5287.759766
	Iteration 93Q: 3 clusters Score -5122618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -5122624.000000 Penalty: 5287.759766
	Iteration 94Q: 3 clusters Score -5122624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -5122620.500000 Penalty: 5287.759766
	Iteration 95Q: 3 clusters Score -5122620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -5122626.500000 Penalty: 5287.759766
	Iteration 96Q: 3 clusters Score -5122626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -5122626.500000 Penalty: 5287.759766
	Iteration 97Q: 3 clusters Score -5122626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -5122635.500000 Penalty: 5287.759766
	Iteration 98Q: 3 clusters Score -5122636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -5122632.000000 Penalty: 5287.759766
	Iteration 99Q: 3 clusters Score -5122632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -5122634.000000 Penalty: 5287.759766
	Iteration 100F: 3 clusters Score -5122634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -5122637.000000 Penalty: 5287.759766
	Iteration 101Q: 3 clusters Score -5122637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -5122634.000000 Penalty: 5287.759766
	Iteration 102Q: 3 clusters Score -5122634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -5122646.500000 Penalty: 5287.759766
	Iteration 103Q: 3 clusters Score -5122646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -5122642.500000 Penalty: 5287.759766
	Iteration 104Q: 3 clusters Score -5122642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -5122645.000000 Penalty: 5287.759766
	Iteration 105Q: 3 clusters Score -5122645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -5122636.000000 Penalty: 5287.759766
	Iteration 106Q: 3 clusters Score -5122636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -5122633.500000 Penalty: 5287.759766
	Iteration 107Q: 3 clusters Score -5122634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -5122648.000000 Penalty: 5287.759766
	Iteration 108Q: 3 clusters Score -5122648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -5122644.000000 Penalty: 5287.759766
	Iteration 109Q: 3 clusters Score -5122644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -5122642.500000 Penalty: 5287.759766
	Iteration 110Q: 3 clusters Score -5122642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -5122654.500000 Penalty: 5287.759766
	Iteration 111Q: 3 clusters Score -5122654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -5122654.000000 Penalty: 5287.759766
	Iteration 112Q: 3 clusters Score -5122654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -5122661.500000 Penalty: 5287.759766
	Iteration 113Q: 3 clusters Score -5122662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -5122656.000000 Penalty: 5287.759766
	Iteration 114Q: 3 clusters Score -5122656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -5122661.500000 Penalty: 5287.759766
	Iteration 115Q: 3 clusters Score -5122662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -5122673.500000 Penalty: 5287.759766
	Iteration 116Q: 3 clusters Score -5122674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -5122667.000000 Penalty: 5287.759766
	Iteration 117Q: 3 clusters Score -5122667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -5122673.000000 Penalty: 5287.759766
	Iteration 118Q: 3 clusters Score -5122673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -5122669.000000 Penalty: 5287.759766
	Iteration 119Q: 3 clusters Score -5122669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -5122667.500000 Penalty: 5287.759766
	Iteration 120F: 3 clusters Score -5122668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -5122675.000000 Penalty: 5287.759766
	Iteration 121Q: 3 clusters Score -5122675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -5122671.500000 Penalty: 5287.759766
	Iteration 122Q: 3 clusters Score -5122672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -5122671.000000 Penalty: 5287.759766
	Iteration 123Q: 3 clusters Score -5122671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -5122676.000000 Penalty: 5287.759766
	Iteration 124Q: 3 clusters Score -5122676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -5122674.500000 Penalty: 5287.759766
	Iteration 125Q: 3 clusters Score -5122674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -5122675.500000 Penalty: 5287.759766
	Iteration 126Q: 3 clusters Score -5122676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -5122685.000000 Penalty: 5287.759766
	Iteration 127Q: 3 clusters Score -5122685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -5122682.000000 Penalty: 5287.759766
	Iteration 128Q: 3 clusters Score -5122682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -5122680.500000 Penalty: 5287.759766
	Iteration 129Q: 3 clusters Score -5122680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -5122683.000000 Penalty: 5287.759766
	Iteration 130Q: 3 clusters Score -5122683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -5122679.000000 Penalty: 5287.759766
	Iteration 131Q: 3 clusters Score -5122679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -5122679.500000 Penalty: 5287.759766
	Iteration 132Q: 3 clusters Score -5122680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -5122676.000000 Penalty: 5287.759766
	Iteration 133Q: 3 clusters Score -5122676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -5122690.000000 Penalty: 5287.759766
	Iteration 134Q: 3 clusters Score -5122690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -5122688.000000 Penalty: 5287.759766
	Iteration 135Q: 3 clusters Score -5122688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -5122694.500000 Penalty: 5287.759766
	Iteration 136Q: 3 clusters Score -5122694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -5122693.500000 Penalty: 5287.759766
	Iteration 137Q: 3 clusters Score -5122694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -5122689.500000 Penalty: 5287.759766
	Iteration 138Q: 3 clusters Score -5122690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -5122701.500000 Penalty: 5287.759766
	Iteration 139Q: 3 clusters Score -5122702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -5122703.000000 Penalty: 5287.759766
	Iteration 140F: 3 clusters Score -5122703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -5122700.500000 Penalty: 5287.759766
	Iteration 141Q: 3 clusters Score -5122700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -5122692.500000 Penalty: 5287.759766
	Iteration 142Q: 3 clusters Score -5122692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -5122701.000000 Penalty: 5287.759766
	Iteration 143Q: 3 clusters Score -5122701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -5122703.000000 Penalty: 5287.759766
	Iteration 144Q: 3 clusters Score -5122703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -5122702.000000 Penalty: 5287.759766
	Iteration 145Q: 3 clusters Score -5122702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -5122699.000000 Penalty: 5287.759766
	Iteration 146Q: 3 clusters Score -5122699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -5122702.000000 Penalty: 5287.759766
	Iteration 147Q: 3 clusters Score -5122702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -5122704.000000 Penalty: 5287.759766
	Iteration 148Q: 3 clusters Score -5122704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -5122705.000000 Penalty: 5287.759766
	Iteration 149Q: 3 clusters Score -5122705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -5122708.500000 Penalty: 5287.759766
	Iteration 150Q: 3 clusters Score -5122708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -5122712.000000 Penalty: 5287.759766
	Iteration 151Q: 3 clusters Score -5122712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -5122709.500000 Penalty: 5287.759766
	Iteration 152Q: 3 clusters Score -5122710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -5122707.000000 Penalty: 5287.759766
	Iteration 153Q: 3 clusters Score -5122707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -5122710.500000 Penalty: 5287.759766
	Iteration 154Q: 3 clusters Score -5122710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -5122708.000000 Penalty: 5287.759766
	Iteration 155Q: 3 clusters Score -5122708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -5122714.000000 Penalty: 5287.759766
	Iteration 156Q: 3 clusters Score -5122714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -5122720.500000 Penalty: 5287.759766
	Iteration 157Q: 3 clusters Score -5122720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -5122719.000000 Penalty: 5287.759766
	Iteration 158Q: 3 clusters Score -5122719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -5122723.500000 Penalty: 5287.759766
	Iteration 159Q: 3 clusters Score -5122724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -5122718.000000 Penalty: 5287.759766
	Iteration 160F: 3 clusters Score -5122718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -5122720.000000 Penalty: 5287.759766
	Iteration 161Q: 3 clusters Score -5122720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -5122730.000000 Penalty: 5287.759766
	Iteration 162Q: 3 clusters Score -5122730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -5122734.500000 Penalty: 5287.759766
	Iteration 163Q: 3 clusters Score -5122734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -5122735.000000 Penalty: 5287.759766
	Iteration 164Q: 3 clusters Score -5122735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -5122735.500000 Penalty: 5287.759766
	Iteration 165Q: 3 clusters Score -5122736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -5122736.000000 Penalty: 5287.759766
	Iteration 166Q: 3 clusters Score -5122736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -5122735.500000 Penalty: 5287.759766
	Iteration 167Q: 3 clusters Score -5122736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -5122731.500000 Penalty: 5287.759766
	Iteration 168Q: 3 clusters Score -5122732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -5122742.000000 Penalty: 5287.759766
	Iteration 169Q: 3 clusters Score -5122742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -5122741.500000 Penalty: 5287.759766
	Iteration 170Q: 3 clusters Score -5122742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -5122757.000000 Penalty: 5287.759766
	Iteration 171Q: 3 clusters Score -5122757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -5122757.000000 Penalty: 5287.759766
	Iteration 172Q: 3 clusters Score -5122757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -5122756.500000 Penalty: 5287.759766
	Iteration 173Q: 3 clusters Score -5122756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -5122760.500000 Penalty: 5287.759766
	Iteration 174Q: 3 clusters Score -5122760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -5122764.500000 Penalty: 5287.759766
	Iteration 175Q: 3 clusters Score -5122764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -5122759.500000 Penalty: 5287.759766
	Iteration 176Q: 3 clusters Score -5122760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -5122761.000000 Penalty: 5287.759766
	Iteration 177Q: 3 clusters Score -5122761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -5122760.500000 Penalty: 5287.759766
	Iteration 178Q: 3 clusters Score -5122760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -5122768.000000 Penalty: 5287.759766
	Iteration 179Q: 3 clusters Score -5122768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -5122766.500000 Penalty: 5287.759766
	Iteration 180F: 3 clusters Score -5122766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -5122766.000000 Penalty: 5287.759766
	Iteration 181Q: 3 clusters Score -5122766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -5122764.000000 Penalty: 5287.759766
	Iteration 182Q: 3 clusters Score -5122764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -5122768.000000 Penalty: 5287.759766
	Iteration 183Q: 3 clusters Score -5122768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -5122765.500000 Penalty: 5287.759766
	Iteration 184Q: 3 clusters Score -5122766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -5122765.500000 Penalty: 5287.759766
	Iteration 185F: 3 clusters Score -5122766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (75967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75967 members 
Entering Unmasked Estep 
Score: -9141664.000000 Penalty: 2787.037354
	Iteration 0F: 2 clusters Score -9141664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -9090554.000000 Penalty: 5574.074707
	Iteration 0F: 3 clusters Score -9090554 nChanged 35572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -9111048.000000 Penalty: 5574.074707
	Iteration 1F: 3 clusters Score -9111048 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -9111856.000000 Penalty: 5574.074707
	Iteration 2Q: 3 clusters Score -9111856 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -9112805.000000 Penalty: 5574.074707
	Iteration 3Q: 3 clusters Score -9112805 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45928 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -9114387.000000 Penalty: 5574.074707
	Iteration 4Q: 3 clusters Score -9114387 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -9116797.000000 Penalty: 5574.074707
	Iteration 5F: 3 clusters Score -9116797 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54731 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -9120677.000000 Penalty: 5574.074707
	Iteration 6F: 3 clusters Score -9120677 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60213 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -9125545.000000 Penalty: 5574.074707
	Iteration 7F: 3 clusters Score -9125545 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65149 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -9130258.000000 Penalty: 5574.074707
	Iteration 8F: 3 clusters Score -9130258 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68622 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -9133748.000000 Penalty: 5574.074707
	Iteration 9Q: 3 clusters Score -9133748 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70610 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -9135808.000000 Penalty: 5574.074707
	Iteration 10Q: 3 clusters Score -9135808 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71738 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -9136987.000000 Penalty: 5574.074707
	Iteration 11Q: 3 clusters Score -9136987 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72418 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -9137654.000000 Penalty: 5574.074707
	Iteration 12Q: 3 clusters Score -9137654 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72890 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -9138141.000000 Penalty: 5574.074707
	Iteration 13Q: 3 clusters Score -9138141 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73216 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -9138457.000000 Penalty: 5574.074707
	Iteration 14Q: 3 clusters Score -9138457 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73492 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -9138688.000000 Penalty: 5574.074707
	Iteration 15Q: 3 clusters Score -9138688 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73705 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -9138916.000000 Penalty: 5574.074707
	Iteration 16Q: 3 clusters Score -9138916 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73857 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -9139035.000000 Penalty: 5574.074707
	Iteration 17Q: 3 clusters Score -9139035 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73963 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -9139159.000000 Penalty: 5574.074707
	Iteration 18Q: 3 clusters Score -9139159 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74048 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -9139242.000000 Penalty: 5574.074707
	Iteration 19Q: 3 clusters Score -9139242 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74115 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -9139301.000000 Penalty: 5574.074707
	Iteration 20F: 3 clusters Score -9139301 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74165 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -9139329.000000 Penalty: 5574.074707
	Iteration 21Q: 3 clusters Score -9139329 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74208 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -9139370.000000 Penalty: 5574.074707
	Iteration 22Q: 3 clusters Score -9139370 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74232 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -9139404.000000 Penalty: 5574.074707
	Iteration 23Q: 3 clusters Score -9139404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74247 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -9139408.000000 Penalty: 5574.074707
	Iteration 24Q: 3 clusters Score -9139408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74263 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -9139418.000000 Penalty: 5574.074707
	Iteration 25Q: 3 clusters Score -9139418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74278 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -9139448.000000 Penalty: 5574.074707
	Iteration 26Q: 3 clusters Score -9139448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74283 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -9139447.000000 Penalty: 5574.074707
	Iteration 27Q: 3 clusters Score -9139447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74291 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -9139447.000000 Penalty: 5574.074707
	Iteration 28Q: 3 clusters Score -9139447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74292 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -9139456.000000 Penalty: 5574.074707
	Iteration 29Q: 3 clusters Score -9139456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74295 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -9139453.000000 Penalty: 5574.074707
	Iteration 30Q: 3 clusters Score -9139453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74295 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -9139453.000000 Penalty: 5574.074707
	Iteration 31Q: 3 clusters Score -9139453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74293 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -9139446.000000 Penalty: 5574.074707
	Iteration 32Q: 3 clusters Score -9139446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74293 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -9139448.000000 Penalty: 5574.074707
	Iteration 33Q: 3 clusters Score -9139448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74292 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -9139446.000000 Penalty: 5574.074707
	Iteration 34Q: 3 clusters Score -9139446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74292 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -9139449.000000 Penalty: 5574.074707
	Iteration 35Q: 3 clusters Score -9139449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74293 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -9139447.000000 Penalty: 5574.074707
	Iteration 36Q: 3 clusters Score -9139447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74293 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -9139447.000000 Penalty: 5574.074707
	Iteration 37F: 3 clusters Score -9139447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (222315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222315 members 
Entering Unmasked Estep 
Score: -26457324.000000 Penalty: 3053.338867
	Iteration 0F: 2 clusters Score -2.645732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111058 members 
Mstep: Class 2 contains 111257 members 
Entering Unmasked Estep 
Score: -26320622.000000 Penalty: 6106.677734
	Iteration 0F: 3 clusters Score -2.632062e+07 nChanged 107215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106997 members 
Mstep: Class 2 contains 115318 members 
Entering Unmasked Estep 
Score: -26383904.000000 Penalty: 6106.677734
	Iteration 1F: 3 clusters Score -2.63839e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104698 members 
Mstep: Class 2 contains 117617 members 
Entering Unmasked Estep 
Score: -26385054.000000 Penalty: 6106.677734
	Iteration 2Q: 3 clusters Score -2.638505e+07 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101401 members 
Mstep: Class 2 contains 120914 members 
Entering Unmasked Estep 
Score: -26386640.000000 Penalty: 6106.677734
	Iteration 3Q: 3 clusters Score -2.638664e+07 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97061 members 
Mstep: Class 2 contains 125254 members 
Entering Unmasked Estep 
Score: -26388892.000000 Penalty: 6106.677734
	Iteration 4Q: 3 clusters Score -2.638889e+07 nChanged 10316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91331 members 
Mstep: Class 2 contains 130984 members 
Entering Unmasked Estep 
Score: -26392710.000000 Penalty: 6106.677734
	Iteration 5Q: 3 clusters Score -2.639271e+07 nChanged 12499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84630 members 
Mstep: Class 2 contains 137685 members 
Entering Unmasked Estep 
Score: -26398388.000000 Penalty: 6106.677734
	Iteration 6F: 3 clusters Score -2.639839e+07 nChanged 14334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78062 members 
Mstep: Class 2 contains 144253 members 
Entering Unmasked Estep 
Score: -26407242.000000 Penalty: 6106.677734
	Iteration 7F: 3 clusters Score -2.640724e+07 nChanged 15287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74313 members 
Mstep: Class 2 contains 148002 members 
Entering Unmasked Estep 
Score: -26418354.000000 Penalty: 6106.677734
	Iteration 8F: 3 clusters Score -2.641835e+07 nChanged 14264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74413 members 
Mstep: Class 2 contains 147902 members 
Entering Unmasked Estep 
Score: -26425922.000000 Penalty: 6106.677734
	Iteration 9F: 3 clusters Score -2.642592e+07 nChanged 9807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76374 members 
Mstep: Class 2 contains 145941 members 
Entering Unmasked Estep 
Score: -26428322.000000 Penalty: 6106.677734
	Iteration 10Q: 3 clusters Score -2.642832e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78613 members 
Mstep: Class 2 contains 143702 members 
Entering Unmasked Estep 
Score: -26429132.000000 Penalty: 6106.677734
	Iteration 11Q: 3 clusters Score -2.642913e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81032 members 
Mstep: Class 2 contains 141283 members 
Entering Unmasked Estep 
Score: -26429482.000000 Penalty: 6106.677734
	Iteration 12Q: 3 clusters Score -2.642948e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83600 members 
Mstep: Class 2 contains 138715 members 
Entering Unmasked Estep 
Score: -26429756.000000 Penalty: 6106.677734
	Iteration 13Q: 3 clusters Score -2.642976e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86299 members 
Mstep: Class 2 contains 136016 members 
Entering Unmasked Estep 
Score: -26430204.000000 Penalty: 6106.677734
	Iteration 14Q: 3 clusters Score -2.64302e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89185 members 
Mstep: Class 2 contains 133130 members 
Entering Unmasked Estep 
Score: -26430734.000000 Penalty: 6106.677734
	Iteration 15Q: 3 clusters Score -2.643073e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92232 members 
Mstep: Class 2 contains 130083 members 
Entering Unmasked Estep 
Score: -26431462.000000 Penalty: 6106.677734
	Iteration 16Q: 3 clusters Score -2.643146e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95289 members 
Mstep: Class 2 contains 127026 members 
Entering Unmasked Estep 
Score: -26432196.000000 Penalty: 6106.677734
	Iteration 17Q: 3 clusters Score -2.64322e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98388 members 
Mstep: Class 2 contains 123927 members 
Entering Unmasked Estep 
Score: -26433282.000000 Penalty: 6106.677734
	Iteration 18Q: 3 clusters Score -2.643328e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101936 members 
Mstep: Class 2 contains 120379 members 
Entering Unmasked Estep 
Score: -26434412.000000 Penalty: 6106.677734
	Iteration 19Q: 3 clusters Score -2.643441e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105779 members 
Mstep: Class 2 contains 116536 members 
Entering Unmasked Estep 
Score: -26435416.000000 Penalty: 6106.677734
	Iteration 20F: 3 clusters Score -2.643542e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109696 members 
Mstep: Class 2 contains 112619 members 
Entering Unmasked Estep 
Score: -26436084.000000 Penalty: 6106.677734
	Iteration 21Q: 3 clusters Score -2.643608e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113570 members 
Mstep: Class 2 contains 108745 members 
Entering Unmasked Estep 
Score: -26436586.000000 Penalty: 6106.677734
	Iteration 22Q: 3 clusters Score -2.643659e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117437 members 
Mstep: Class 2 contains 104878 members 
Entering Unmasked Estep 
Score: -26436980.000000 Penalty: 6106.677734
	Iteration 23Q: 3 clusters Score -2.643698e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121538 members 
Mstep: Class 2 contains 100777 members 
Entering Unmasked Estep 
Score: -26437118.000000 Penalty: 6106.677734
	Iteration 24Q: 3 clusters Score -2.643712e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125674 members 
Mstep: Class 2 contains 96641 members 
Entering Unmasked Estep 
Score: -26437080.000000 Penalty: 6106.677734
	Iteration 25Q: 3 clusters Score -2.643708e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129634 members 
Mstep: Class 2 contains 92681 members 
Entering Unmasked Estep 
Score: -26436980.000000 Penalty: 6106.677734
	Iteration 26Q: 3 clusters Score -2.643698e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133772 members 
Mstep: Class 2 contains 88543 members 
Entering Unmasked Estep 
Score: -26437006.000000 Penalty: 6106.677734
	Iteration 27Q: 3 clusters Score -2.643701e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138085 members 
Mstep: Class 2 contains 84230 members 
Entering Unmasked Estep 
Score: -26436968.000000 Penalty: 6106.677734
	Iteration 28Q: 3 clusters Score -2.643697e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142753 members 
Mstep: Class 2 contains 79562 members 
Entering Unmasked Estep 
Score: -26436822.000000 Penalty: 6106.677734
	Iteration 29Q: 3 clusters Score -2.643682e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147790 members 
Mstep: Class 2 contains 74525 members 
Entering Unmasked Estep 
Score: -26436794.000000 Penalty: 6106.677734
	Iteration 30Q: 3 clusters Score -2.643679e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152995 members 
Mstep: Class 2 contains 69320 members 
Entering Unmasked Estep 
Score: -26437086.000000 Penalty: 6106.677734
	Iteration 31Q: 3 clusters Score -2.643709e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158080 members 
Mstep: Class 2 contains 64235 members 
Entering Unmasked Estep 
Score: -26437382.000000 Penalty: 6106.677734
	Iteration 32Q: 3 clusters Score -2.643738e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163299 members 
Mstep: Class 2 contains 59016 members 
Entering Unmasked Estep 
Score: -26437772.000000 Penalty: 6106.677734
	Iteration 33Q: 3 clusters Score -2.643777e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168249 members 
Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -26438380.000000 Penalty: 6106.677734
	Iteration 34Q: 3 clusters Score -2.643838e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173193 members 
Mstep: Class 2 contains 49122 members 
Entering Unmasked Estep 
Score: -26439078.000000 Penalty: 6106.677734
	Iteration 35Q: 3 clusters Score -2.643908e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177958 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -26439962.000000 Penalty: 6106.677734
	Iteration 36Q: 3 clusters Score -2.643996e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182600 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -26440710.000000 Penalty: 6106.677734
	Iteration 37Q: 3 clusters Score -2.644071e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186996 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -26441438.000000 Penalty: 6106.677734
	Iteration 38Q: 3 clusters Score -2.644144e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191172 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -26444076.000000 Penalty: 6106.677734
	Iteration 39Q: 3 clusters Score -2.644408e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194763 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -26448006.000000 Penalty: 6106.677734
	Iteration 40F: 3 clusters Score -2.644801e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198696 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -26450992.000000 Penalty: 6106.677734
	Iteration 41Q: 3 clusters Score -2.645099e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201882 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -26452748.000000 Penalty: 6106.677734
	Iteration 42Q: 3 clusters Score -2.645275e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204523 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -26453864.000000 Penalty: 6106.677734
	Iteration 43Q: 3 clusters Score -2.645386e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206810 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -26454814.000000 Penalty: 6106.677734
	Iteration 44Q: 3 clusters Score -2.645481e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208804 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -26455374.000000 Penalty: 6106.677734
	Iteration 45Q: 3 clusters Score -2.645537e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210552 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -26455920.000000 Penalty: 6106.677734
	Iteration 46Q: 3 clusters Score -2.645592e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212107 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -26456082.000000 Penalty: 6106.677734
	Iteration 47Q: 3 clusters Score -2.645608e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213420 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -26456002.000000 Penalty: 6106.677734
	Iteration 48Q: 3 clusters Score -2.6456e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214521 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -26456034.000000 Penalty: 6106.677734
	Iteration 49Q: 3 clusters Score -2.645603e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215491 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -26455974.000000 Penalty: 6106.677734
	Iteration 50Q: 3 clusters Score -2.645597e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216382 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -26455984.000000 Penalty: 6106.677734
	Iteration 51Q: 3 clusters Score -2.645598e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217088 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -26456036.000000 Penalty: 6106.677734
	Iteration 52Q: 3 clusters Score -2.645604e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217668 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -26456036.000000 Penalty: 6106.677734
	Iteration 53Q: 3 clusters Score -2.645604e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218177 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -26456082.000000 Penalty: 6106.677734
	Iteration 54Q: 3 clusters Score -2.645608e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218565 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -26456052.000000 Penalty: 6106.677734
	Iteration 55Q: 3 clusters Score -2.645605e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218869 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -26455932.000000 Penalty: 6106.677734
	Iteration 56Q: 3 clusters Score -2.645593e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219113 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -26455918.000000 Penalty: 6106.677734
	Iteration 57Q: 3 clusters Score -2.645592e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219329 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -26455878.000000 Penalty: 6106.677734
	Iteration 58Q: 3 clusters Score -2.645588e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219510 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -26455904.000000 Penalty: 6106.677734
	Iteration 59Q: 3 clusters Score -2.64559e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219665 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -26455836.000000 Penalty: 6106.677734
	Iteration 60F: 3 clusters Score -2.645584e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219802 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -26455828.000000 Penalty: 6106.677734
	Iteration 61Q: 3 clusters Score -2.645583e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219916 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -26455812.000000 Penalty: 6106.677734
	Iteration 62Q: 3 clusters Score -2.645581e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220044 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -26455778.000000 Penalty: 6106.677734
	Iteration 63Q: 3 clusters Score -2.645578e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220158 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -26455774.000000 Penalty: 6106.677734
	Iteration 64Q: 3 clusters Score -2.645577e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220254 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -26455728.000000 Penalty: 6106.677734
	Iteration 65Q: 3 clusters Score -2.645573e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220334 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -26455718.000000 Penalty: 6106.677734
	Iteration 66Q: 3 clusters Score -2.645572e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220387 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -26455698.000000 Penalty: 6106.677734
	Iteration 67Q: 3 clusters Score -2.64557e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220430 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -26455682.000000 Penalty: 6106.677734
	Iteration 68Q: 3 clusters Score -2.645568e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220472 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -26455664.000000 Penalty: 6106.677734
	Iteration 69Q: 3 clusters Score -2.645566e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220509 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -26455648.000000 Penalty: 6106.677734
	Iteration 70Q: 3 clusters Score -2.645565e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220541 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -26455664.000000 Penalty: 6106.677734
	Iteration 71Q: 3 clusters Score -2.645566e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220563 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -26455688.000000 Penalty: 6106.677734
	Iteration 72Q: 3 clusters Score -2.645569e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220580 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -26455678.000000 Penalty: 6106.677734
	Iteration 73Q: 3 clusters Score -2.645568e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220595 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -26455674.000000 Penalty: 6106.677734
	Iteration 74Q: 3 clusters Score -2.645567e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220606 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -26455670.000000 Penalty: 6106.677734
	Iteration 75Q: 3 clusters Score -2.645567e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220617 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -26455674.000000 Penalty: 6106.677734
	Iteration 76Q: 3 clusters Score -2.645567e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220629 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -26455666.000000 Penalty: 6106.677734
	Iteration 77Q: 3 clusters Score -2.645567e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220648 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -26455652.000000 Penalty: 6106.677734
	Iteration 78Q: 3 clusters Score -2.645565e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220668 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -26455658.000000 Penalty: 6106.677734
	Iteration 79Q: 3 clusters Score -2.645566e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220680 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -26455682.000000 Penalty: 6106.677734
	Iteration 80F: 3 clusters Score -2.645568e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220698 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -26455670.000000 Penalty: 6106.677734
	Iteration 81Q: 3 clusters Score -2.645567e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220712 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -26455686.000000 Penalty: 6106.677734
	Iteration 82Q: 3 clusters Score -2.645569e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220726 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -26455662.000000 Penalty: 6106.677734
	Iteration 83Q: 3 clusters Score -2.645566e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220741 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -26455668.000000 Penalty: 6106.677734
	Iteration 84Q: 3 clusters Score -2.645567e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220756 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -26455666.000000 Penalty: 6106.677734
	Iteration 85Q: 3 clusters Score -2.645567e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220764 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -26455690.000000 Penalty: 6106.677734
	Iteration 86Q: 3 clusters Score -2.645569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220769 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -26455688.000000 Penalty: 6106.677734
	Iteration 87Q: 3 clusters Score -2.645569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220773 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -26455692.000000 Penalty: 6106.677734
	Iteration 88Q: 3 clusters Score -2.645569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220774 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -26455688.000000 Penalty: 6106.677734
	Iteration 89Q: 3 clusters Score -2.645569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220776 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -26455690.000000 Penalty: 6106.677734
	Iteration 90Q: 3 clusters Score -2.645569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220778 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -26455690.000000 Penalty: 6106.677734
	Iteration 91Q: 3 clusters Score -2.645569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220782 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -26455672.000000 Penalty: 6106.677734
	Iteration 92Q: 3 clusters Score -2.645567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220784 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -26455676.000000 Penalty: 6106.677734
	Iteration 93Q: 3 clusters Score -2.645568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220786 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -26455666.000000 Penalty: 6106.677734
	Iteration 94Q: 3 clusters Score -2.645567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220791 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -26455668.000000 Penalty: 6106.677734
	Iteration 95Q: 3 clusters Score -2.645567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220792 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -26455672.000000 Penalty: 6106.677734
	Iteration 96Q: 3 clusters Score -2.645567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220797 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -26455672.000000 Penalty: 6106.677734
	Iteration 97Q: 3 clusters Score -2.645567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220802 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -26455674.000000 Penalty: 6106.677734
	Iteration 98Q: 3 clusters Score -2.645567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220808 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -26455664.000000 Penalty: 6106.677734
	Iteration 99Q: 3 clusters Score -2.645566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220814 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -26455670.000000 Penalty: 6106.677734
	Iteration 100F: 3 clusters Score -2.645567e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220822 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -26455696.000000 Penalty: 6106.677734
	Iteration 101Q: 3 clusters Score -2.64557e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220829 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -26455664.000000 Penalty: 6106.677734
	Iteration 102Q: 3 clusters Score -2.645566e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220838 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -26455668.000000 Penalty: 6106.677734
	Iteration 103Q: 3 clusters Score -2.645567e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220845 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -26455694.000000 Penalty: 6106.677734
	Iteration 104Q: 3 clusters Score -2.645569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220851 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -26455702.000000 Penalty: 6106.677734
	Iteration 105Q: 3 clusters Score -2.64557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220857 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -26455718.000000 Penalty: 6106.677734
	Iteration 106Q: 3 clusters Score -2.645572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220862 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -26455694.000000 Penalty: 6106.677734
	Iteration 107Q: 3 clusters Score -2.645569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220871 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -26455694.000000 Penalty: 6106.677734
	Iteration 108Q: 3 clusters Score -2.645569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220877 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -26455696.000000 Penalty: 6106.677734
	Iteration 109Q: 3 clusters Score -2.64557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220885 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -26455702.000000 Penalty: 6106.677734
	Iteration 110Q: 3 clusters Score -2.64557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220893 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -26455682.000000 Penalty: 6106.677734
	Iteration 111Q: 3 clusters Score -2.645568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220897 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -26455686.000000 Penalty: 6106.677734
	Iteration 112Q: 3 clusters Score -2.645569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220903 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -26455686.000000 Penalty: 6106.677734
	Iteration 113Q: 3 clusters Score -2.645569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220909 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -26455688.000000 Penalty: 6106.677734
	Iteration 114Q: 3 clusters Score -2.645569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220912 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -26455670.000000 Penalty: 6106.677734
	Iteration 115Q: 3 clusters Score -2.645567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220914 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -26455682.000000 Penalty: 6106.677734
	Iteration 116Q: 3 clusters Score -2.645568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220919 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -26455682.000000 Penalty: 6106.677734
	Iteration 117Q: 3 clusters Score -2.645568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220922 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -26455696.000000 Penalty: 6106.677734
	Iteration 118Q: 3 clusters Score -2.64557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220926 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -26455696.000000 Penalty: 6106.677734
	Iteration 119Q: 3 clusters Score -2.64557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220932 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -26455684.000000 Penalty: 6106.677734
	Iteration 120F: 3 clusters Score -2.645568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220938 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -26455660.000000 Penalty: 6106.677734
	Iteration 121Q: 3 clusters Score -2.645566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220939 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -26455672.000000 Penalty: 6106.677734
	Iteration 122Q: 3 clusters Score -2.645567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220942 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -26455670.000000 Penalty: 6106.677734
	Iteration 123Q: 3 clusters Score -2.645567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220942 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -26455672.000000 Penalty: 6106.677734
	Iteration 124Q: 3 clusters Score -2.645567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220942 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -26455672.000000 Penalty: 6106.677734
	Iteration 125F: 3 clusters Score -2.645567e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (160446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160446 members 
Entering Unmasked Estep 
Score: -19132706.000000 Penalty: 2972.456787
	Iteration 0F: 2 clusters Score -1.913271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79884 members 
Mstep: Class 2 contains 80562 members 
Entering Unmasked Estep 
Score: -19027440.000000 Penalty: 5944.913574
	Iteration 0F: 3 clusters Score -1.902744e+07 nChanged 76701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74575 members 
Mstep: Class 2 contains 85871 members 
Entering Unmasked Estep 
Score: -19071604.000000 Penalty: 5944.913574
	Iteration 1F: 3 clusters Score -1.90716e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71263 members 
Mstep: Class 2 contains 89183 members 
Entering Unmasked Estep 
Score: -19073030.000000 Penalty: 5944.913574
	Iteration 2Q: 3 clusters Score -1.907303e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66081 members 
Mstep: Class 2 contains 94365 members 
Entering Unmasked Estep 
Score: -19075736.000000 Penalty: 5944.913574
	Iteration 3Q: 3 clusters Score -1.907574e+07 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58286 members 
Mstep: Class 2 contains 102160 members 
Entering Unmasked Estep 
Score: -19080852.000000 Penalty: 5944.913574
	Iteration 4F: 3 clusters Score -1.908085e+07 nChanged 12537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 113319 members 
Entering Unmasked Estep 
Score: -19090310.000000 Penalty: 5944.913574
	Iteration 5F: 3 clusters Score -1.909031e+07 nChanged 14565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 126764 members 
Entering Unmasked Estep 
Score: -19103618.000000 Penalty: 5944.913574
	Iteration 6F: 3 clusters Score -1.910362e+07 nChanged 13113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 139159 members 
Entering Unmasked Estep 
Score: -19116760.000000 Penalty: 5944.913574
	Iteration 7F: 3 clusters Score -1.911676e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 146700 members 
Entering Unmasked Estep 
Score: -19125570.000000 Penalty: 5944.913574
	Iteration 8F: 3 clusters Score -1.912557e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 149916 members 
Entering Unmasked Estep 
Score: -19129508.000000 Penalty: 5944.913574
	Iteration 9Q: 3 clusters Score -1.912951e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 151210 members 
Entering Unmasked Estep 
Score: -19130724.000000 Penalty: 5944.913574
	Iteration 10Q: 3 clusters Score -1.913072e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 152072 members 
Entering Unmasked Estep 
Score: -19131110.000000 Penalty: 5944.913574
	Iteration 11Q: 3 clusters Score -1.913111e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 152798 members 
Entering Unmasked Estep 
Score: -19131312.000000 Penalty: 5944.913574
	Iteration 12Q: 3 clusters Score -1.913131e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 153416 members 
Entering Unmasked Estep 
Score: -19131518.000000 Penalty: 5944.913574
	Iteration 13Q: 3 clusters Score -1.913152e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 153944 members 
Entering Unmasked Estep 
Score: -19131598.000000 Penalty: 5944.913574
	Iteration 14Q: 3 clusters Score -1.91316e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 154391 members 
Entering Unmasked Estep 
Score: -19131654.000000 Penalty: 5944.913574
	Iteration 15Q: 3 clusters Score -1.913165e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 154785 members 
Entering Unmasked Estep 
Score: -19131680.000000 Penalty: 5944.913574
	Iteration 16Q: 3 clusters Score -1.913168e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 155122 members 
Entering Unmasked Estep 
Score: -19131742.000000 Penalty: 5944.913574
	Iteration 17Q: 3 clusters Score -1.913174e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 155405 members 
Entering Unmasked Estep 
Score: -19131822.000000 Penalty: 5944.913574
	Iteration 18Q: 3 clusters Score -1.913182e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 155648 members 
Entering Unmasked Estep 
Score: -19131818.000000 Penalty: 5944.913574
	Iteration 19Q: 3 clusters Score -1.913182e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 155838 members 
Entering Unmasked Estep 
Score: -19131846.000000 Penalty: 5944.913574
	Iteration 20F: 3 clusters Score -1.913185e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 155993 members 
Entering Unmasked Estep 
Score: -19131832.000000 Penalty: 5944.913574
	Iteration 21Q: 3 clusters Score -1.913183e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 156120 members 
Entering Unmasked Estep 
Score: -19131784.000000 Penalty: 5944.913574
	Iteration 22Q: 3 clusters Score -1.913178e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 156238 members 
Entering Unmasked Estep 
Score: -19131834.000000 Penalty: 5944.913574
	Iteration 23Q: 3 clusters Score -1.913183e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 156350 members 
Entering Unmasked Estep 
Score: -19131836.000000 Penalty: 5944.913574
	Iteration 24Q: 3 clusters Score -1.913184e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 156452 members 
Entering Unmasked Estep 
Score: -19131838.000000 Penalty: 5944.913574
	Iteration 25Q: 3 clusters Score -1.913184e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 156543 members 
Entering Unmasked Estep 
Score: -19131838.000000 Penalty: 5944.913574
	Iteration 26Q: 3 clusters Score -1.913184e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 156637 members 
Entering Unmasked Estep 
Score: -19131800.000000 Penalty: 5944.913574
	Iteration 27Q: 3 clusters Score -1.91318e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 156734 members 
Entering Unmasked Estep 
Score: -19131798.000000 Penalty: 5944.913574
	Iteration 28Q: 3 clusters Score -1.91318e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 156828 members 
Entering Unmasked Estep 
Score: -19131828.000000 Penalty: 5944.913574
	Iteration 29Q: 3 clusters Score -1.913183e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 156890 members 
Entering Unmasked Estep 
Score: -19131816.000000 Penalty: 5944.913574
	Iteration 30Q: 3 clusters Score -1.913182e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 156935 members 
Entering Unmasked Estep 
Score: -19131824.000000 Penalty: 5944.913574
	Iteration 31Q: 3 clusters Score -1.913182e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 156978 members 
Entering Unmasked Estep 
Score: -19131818.000000 Penalty: 5944.913574
	Iteration 32Q: 3 clusters Score -1.913182e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 157014 members 
Entering Unmasked Estep 
Score: -19131822.000000 Penalty: 5944.913574
	Iteration 33Q: 3 clusters Score -1.913182e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 157050 members 
Entering Unmasked Estep 
Score: -19131824.000000 Penalty: 5944.913574
	Iteration 34Q: 3 clusters Score -1.913182e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 157080 members 
Entering Unmasked Estep 
Score: -19131834.000000 Penalty: 5944.913574
	Iteration 35Q: 3 clusters Score -1.913183e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 157107 members 
Entering Unmasked Estep 
Score: -19131828.000000 Penalty: 5944.913574
	Iteration 36Q: 3 clusters Score -1.913183e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 157128 members 
Entering Unmasked Estep 
Score: -19131818.000000 Penalty: 5944.913574
	Iteration 37Q: 3 clusters Score -1.913182e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 157145 members 
Entering Unmasked Estep 
Score: -19131822.000000 Penalty: 5944.913574
	Iteration 38Q: 3 clusters Score -1.913182e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 157166 members 
Entering Unmasked Estep 
Score: -19131804.000000 Penalty: 5944.913574
	Iteration 39Q: 3 clusters Score -1.91318e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 157185 members 
Entering Unmasked Estep 
Score: -19131796.000000 Penalty: 5944.913574
	Iteration 40F: 3 clusters Score -1.91318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 157199 members 
Entering Unmasked Estep 
Score: -19131822.000000 Penalty: 5944.913574
	Iteration 41Q: 3 clusters Score -1.913182e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 157213 members 
Entering Unmasked Estep 
Score: -19131820.000000 Penalty: 5944.913574
	Iteration 42Q: 3 clusters Score -1.913182e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 157229 members 
Entering Unmasked Estep 
Score: -19131802.000000 Penalty: 5944.913574
	Iteration 43Q: 3 clusters Score -1.91318e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 157240 members 
Entering Unmasked Estep 
Score: -19131812.000000 Penalty: 5944.913574
	Iteration 44Q: 3 clusters Score -1.913181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 157245 members 
Entering Unmasked Estep 
Score: -19131814.000000 Penalty: 5944.913574
	Iteration 45Q: 3 clusters Score -1.913181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 157252 members 
Entering Unmasked Estep 
Score: -19131814.000000 Penalty: 5944.913574
	Iteration 46Q: 3 clusters Score -1.913181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 157257 members 
Entering Unmasked Estep 
Score: -19131810.000000 Penalty: 5944.913574
	Iteration 47Q: 3 clusters Score -1.913181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 157262 members 
Entering Unmasked Estep 
Score: -19131810.000000 Penalty: 5944.913574
	Iteration 48Q: 3 clusters Score -1.913181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 157268 members 
Entering Unmasked Estep 
Score: -19131818.000000 Penalty: 5944.913574
	Iteration 49Q: 3 clusters Score -1.913182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 157273 members 
Entering Unmasked Estep 
Score: -19131808.000000 Penalty: 5944.913574
	Iteration 50Q: 3 clusters Score -1.913181e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 157285 members 
Entering Unmasked Estep 
Score: -19131802.000000 Penalty: 5944.913574
	Iteration 51Q: 3 clusters Score -1.91318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 157296 members 
Entering Unmasked Estep 
Score: -19131780.000000 Penalty: 5944.913574
	Iteration 52Q: 3 clusters Score -1.913178e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 157303 members 
Entering Unmasked Estep 
Score: -19131784.000000 Penalty: 5944.913574
	Iteration 53Q: 3 clusters Score -1.913178e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 157313 members 
Entering Unmasked Estep 
Score: -19131786.000000 Penalty: 5944.913574
	Iteration 54Q: 3 clusters Score -1.913179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 157319 members 
Entering Unmasked Estep 
Score: -19131786.000000 Penalty: 5944.913574
	Iteration 55Q: 3 clusters Score -1.913179e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 157326 members 
Entering Unmasked Estep 
Score: -19131802.000000 Penalty: 5944.913574
	Iteration 56Q: 3 clusters Score -1.91318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 157332 members 
Entering Unmasked Estep 
Score: -19131804.000000 Penalty: 5944.913574
	Iteration 57Q: 3 clusters Score -1.91318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 157339 members 
Entering Unmasked Estep 
Score: -19131792.000000 Penalty: 5944.913574
	Iteration 58Q: 3 clusters Score -1.913179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 157346 members 
Entering Unmasked Estep 
Score: -19131806.000000 Penalty: 5944.913574
	Iteration 59Q: 3 clusters Score -1.913181e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 157358 members 
Entering Unmasked Estep 
Score: -19131802.000000 Penalty: 5944.913574
	Iteration 60F: 3 clusters Score -1.91318e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 157368 members 
Entering Unmasked Estep 
Score: -19131794.000000 Penalty: 5944.913574
	Iteration 61Q: 3 clusters Score -1.913179e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 157372 members 
Entering Unmasked Estep 
Score: -19131778.000000 Penalty: 5944.913574
	Iteration 62Q: 3 clusters Score -1.913178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 157378 members 
Entering Unmasked Estep 
Score: -19131794.000000 Penalty: 5944.913574
	Iteration 63Q: 3 clusters Score -1.913179e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 157382 members 
Entering Unmasked Estep 
Score: -19131794.000000 Penalty: 5944.913574
	Iteration 64Q: 3 clusters Score -1.913179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 157386 members 
Entering Unmasked Estep 
Score: -19131776.000000 Penalty: 5944.913574
	Iteration 65Q: 3 clusters Score -1.913178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 157390 members 
Entering Unmasked Estep 
Score: -19131768.000000 Penalty: 5944.913574
	Iteration 66Q: 3 clusters Score -1.913177e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 157397 members 
Entering Unmasked Estep 
Score: -19131776.000000 Penalty: 5944.913574
	Iteration 67Q: 3 clusters Score -1.913178e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 157402 members 
Entering Unmasked Estep 
Score: -19131770.000000 Penalty: 5944.913574
	Iteration 68Q: 3 clusters Score -1.913177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 157401 members 
Entering Unmasked Estep 
Score: -19131788.000000 Penalty: 5944.913574
	Iteration 69Q: 3 clusters Score -1.913179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 157403 members 
Entering Unmasked Estep 
Score: -19131790.000000 Penalty: 5944.913574
	Iteration 70Q: 3 clusters Score -1.913179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 157407 members 
Entering Unmasked Estep 
Score: -19131788.000000 Penalty: 5944.913574
	Iteration 71Q: 3 clusters Score -1.913179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 157409 members 
Entering Unmasked Estep 
Score: -19131790.000000 Penalty: 5944.913574
	Iteration 72Q: 3 clusters Score -1.913179e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 157417 members 
Entering Unmasked Estep 
Score: -19131784.000000 Penalty: 5944.913574
	Iteration 73Q: 3 clusters Score -1.913178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 157420 members 
Entering Unmasked Estep 
Score: -19131776.000000 Penalty: 5944.913574
	Iteration 74Q: 3 clusters Score -1.913178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 157421 members 
Entering Unmasked Estep 
Score: -19131780.000000 Penalty: 5944.913574
	Iteration 75Q: 3 clusters Score -1.913178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 157420 members 
Entering Unmasked Estep 
Score: -19131796.000000 Penalty: 5944.913574
	Iteration 76Q: 3 clusters Score -1.91318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 157420 members 
Entering Unmasked Estep 
Score: -19131796.000000 Penalty: 5944.913574
	Iteration 77F: 3 clusters Score -1.91318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 18134 members 
Mstep: Class 3 contains 5079 members 
Mstep: Class 4 contains 3784 members 
Mstep: Class 6 contains 37512 members 
Mstep: Class 8 contains 2429 members 
Mstep: Class 9 contains 1059 members 
Mstep: Class 10 contains 2615 members 
Mstep: Class 11 contains 4363 members 
Mstep: Class 12 contains 19126 members 
Mstep: Class 13 contains 2072 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 23747 members 
Mstep: Class 18 contains 12431 members 
Mstep: Class 19 contains 42651 members 
Mstep: Class 20 contains 75967 members 
Mstep: Class 22 contains 222315 members 
Mstep: Class 23 contains 160446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80025208.000000 Penalty: 73299.523438
Iteration 39Q: 23 clusters Score -8.002521e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 18269 members 
Mstep: Class 3 contains 5061 members 
Mstep: Class 4 contains 3677 members 
Mstep: Class 5 contains 2482 members 
Mstep: Class 6 contains 38503 members 
Mstep: Class 7 contains 6027 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 1311 members 
Mstep: Class 10 contains 2620 members 
Mstep: Class 11 contains 4463 members 
Mstep: Class 12 contains 18359 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 13288 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 23981 members 
Mstep: Class 17 contains 1950 members 
Mstep: Class 18 contains 12402 members 
Mstep: Class 19 contains 43239 members 
Mstep: Class 20 contains 76039 members 
Mstep: Class 22 contains 221108 members 
Mstep: Class 23 contains 160788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80029040.000000 Penalty: 73299.523438
Iteration 40F: 23 clusters Score -8.002904e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 18363 members 
Mstep: Class 3 contains 4925 members 
Mstep: Class 4 contains 3573 members 
Mstep: Class 5 contains 2508 members 
Mstep: Class 6 contains 39181 members 
Mstep: Class 7 contains 6078 members 
Mstep: Class 8 contains 2216 members 
Mstep: Class 9 contains 1455 members 
Mstep: Class 10 contains 2612 members 
Mstep: Class 11 contains 4537 members 
Mstep: Class 12 contains 17079 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 13623 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 24157 members 
Mstep: Class 17 contains 1949 members 
Mstep: Class 18 contains 12341 members 
Mstep: Class 19 contains 43636 members 
Mstep: Class 20 contains 75783 members 
Mstep: Class 22 contains 220485 members 
Mstep: Class 23 contains 160472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80030776.000000 Penalty: 73299.523438
Iteration 41Q: 23 clusters Score -8.003078e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 18459 members 
Mstep: Class 3 contains 4846 members 
Mstep: Class 4 contains 3488 members 
Mstep: Class 5 contains 2554 members 
Mstep: Class 6 contains 39695 members 
Mstep: Class 7 contains 6098 members 
Mstep: Class 8 contains 2067 members 
Mstep: Class 9 contains 1523 members 
Mstep: Class 10 contains 2602 members 
Mstep: Class 11 contains 4641 members 
Mstep: Class 12 contains 15918 members 
Mstep: Class 13 contains 2071 members 
Mstep: Class 14 contains 13837 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 24333 members 
Mstep: Class 17 contains 1946 members 
Mstep: Class 18 contains 12290 members 
Mstep: Class 19 contains 43993 members 
Mstep: Class 20 contains 75631 members 
Mstep: Class 22 contains 220278 members 
Mstep: Class 23 contains 160035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80031880.000000 Penalty: 73299.523438
Iteration 42Q: 23 clusters Score -8.003188e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 18531 members 
Mstep: Class 3 contains 4797 members 
Mstep: Class 4 contains 3409 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 40123 members 
Mstep: Class 7 contains 6112 members 
Mstep: Class 8 contains 1935 members 
Mstep: Class 9 contains 1567 members 
Mstep: Class 10 contains 2589 members 
Mstep: Class 11 contains 4749 members 
Mstep: Class 12 contains 14896 members 
Mstep: Class 13 contains 2073 members 
Mstep: Class 14 contains 13995 members 
Mstep: Class 15 contains 663 members 
Mstep: Class 16 contains 24502 members 
Mstep: Class 17 contains 1949 members 
Mstep: Class 18 contains 12233 members 
Mstep: Class 19 contains 44316 members 
Mstep: Class 20 contains 75530 members 
Mstep: Class 22 contains 220191 members 
Mstep: Class 23 contains 159622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80032792.000000 Penalty: 73299.523438
Iteration 43Q: 23 clusters Score -8.003279e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 18610 members 
Mstep: Class 3 contains 4761 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 40527 members 
Mstep: Class 7 contains 6117 members 
Mstep: Class 8 contains 1814 members 
Mstep: Class 9 contains 1597 members 
Mstep: Class 10 contains 2579 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 13949 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 14119 members 
Mstep: Class 15 contains 663 members 
Mstep: Class 16 contains 24672 members 
Mstep: Class 17 contains 1949 members 
Mstep: Class 18 contains 12175 members 
Mstep: Class 19 contains 44661 members 
Mstep: Class 20 contains 75527 members 
Mstep: Class 22 contains 219985 members 
Mstep: Class 23 contains 159283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80033384.000000 Penalty: 73299.523438
Iteration 44Q: 23 clusters Score -8.003338e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 18665 members 
Mstep: Class 3 contains 4733 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 2719 members 
Mstep: Class 6 contains 40883 members 
Mstep: Class 7 contains 6134 members 
Mstep: Class 8 contains 1719 members 
Mstep: Class 9 contains 1616 members 
Mstep: Class 10 contains 2573 members 
Mstep: Class 11 contains 4944 members 
Mstep: Class 12 contains 13106 members 
Mstep: Class 13 contains 2073 members 
Mstep: Class 14 contains 14195 members 
Mstep: Class 15 contains 663 members 
Mstep: Class 16 contains 24837 members 
Mstep: Class 17 contains 1949 members 
Mstep: Class 18 contains 12130 members 
Mstep: Class 19 contains 44911 members 
Mstep: Class 20 contains 75531 members 
Mstep: Class 22 contains 219822 members 
Mstep: Class 23 contains 159008 members 
Entering Unmasked Estep 
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Iteration 45Q: 23 clusters Score -8.003444e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 18715 members 
Mstep: Class 3 contains 4705 members 
Mstep: Class 4 contains 3137 members 
Mstep: Class 5 contains 2785 members 
Mstep: Class 6 contains 41216 members 
Mstep: Class 7 contains 6153 members 
Mstep: Class 8 contains 1643 members 
Mstep: Class 9 contains 1632 members 
Mstep: Class 10 contains 2566 members 
Mstep: Class 11 contains 5025 members 
Mstep: Class 12 contains 12331 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 14260 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 24967 members 
Mstep: Class 17 contains 1949 members 
Mstep: Class 18 contains 12102 members 
Mstep: Class 19 contains 45114 members 
Mstep: Class 20 contains 75589 members 
Mstep: Class 22 contains 219593 members 
Mstep: Class 23 contains 158819 members 
Entering Unmasked Estep 
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Iteration 46Q: 23 clusters Score -8.003506e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 18751 members 
Mstep: Class 3 contains 4680 members 
Mstep: Class 4 contains 3077 members 
Mstep: Class 5 contains 2850 members 
Mstep: Class 6 contains 41502 members 
Mstep: Class 7 contains 6168 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 1646 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 5116 members 
Mstep: Class 12 contains 11642 members 
Mstep: Class 13 contains 2062 members 
Mstep: Class 14 contains 14299 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 16 contains 25082 members 
Mstep: Class 17 contains 1949 members 
Mstep: Class 18 contains 12070 members 
Mstep: Class 19 contains 45298 members 
Mstep: Class 20 contains 75606 members 
Mstep: Class 22 contains 219401 members 
Mstep: Class 23 contains 158640 members 
Entering Unmasked Estep 
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Iteration 47Q: 23 clusters Score -8.003606e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 18764 members 
Mstep: Class 3 contains 4654 members 
Mstep: Class 4 contains 3012 members 
Mstep: Class 5 contains 2920 members 
Mstep: Class 6 contains 41761 members 
Mstep: Class 7 contains 6181 members 
Mstep: Class 8 contains 1534 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 2557 members 
Mstep: Class 11 contains 5188 members 
Mstep: Class 12 contains 11013 members 
Mstep: Class 13 contains 2058 members 
Mstep: Class 14 contains 14334 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 16 contains 25182 members 
Mstep: Class 17 contains 1948 members 
Mstep: Class 18 contains 12041 members 
Mstep: Class 19 contains 45465 members 
Mstep: Class 20 contains 75664 members 
Mstep: Class 22 contains 219192 members 
Mstep: Class 23 contains 158512 members 
Entering Unmasked Estep 
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Iteration 48Q: 23 clusters Score -8.00363e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 18788 members 
Mstep: Class 3 contains 4631 members 
Mstep: Class 4 contains 2946 members 
Mstep: Class 5 contains 2970 members 
Mstep: Class 6 contains 41997 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 1654 members 
Mstep: Class 10 contains 2554 members 
Mstep: Class 11 contains 5248 members 
Mstep: Class 12 contains 10490 members 
Mstep: Class 13 contains 2051 members 
Mstep: Class 14 contains 14375 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 16 contains 25268 members 
Mstep: Class 17 contains 1949 members 
Mstep: Class 18 contains 12022 members 
Mstep: Class 19 contains 45634 members 
Mstep: Class 20 contains 75699 members 
Mstep: Class 22 contains 219022 members 
Mstep: Class 23 contains 158344 members 
Entering Unmasked Estep 
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Iteration 49Q: 23 clusters Score -8.003695e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 18822 members 
Mstep: Class 3 contains 4600 members 
Mstep: Class 4 contains 2896 members 
Mstep: Class 5 contains 3014 members 
Mstep: Class 6 contains 42205 members 
Mstep: Class 7 contains 6194 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 1658 members 
Mstep: Class 10 contains 2553 members 
Mstep: Class 11 contains 5291 members 
Mstep: Class 12 contains 10043 members 
Mstep: Class 13 contains 2036 members 
Mstep: Class 14 contains 14413 members 
Mstep: Class 15 contains 667 members 
Mstep: Class 16 contains 25360 members 
Mstep: Class 17 contains 1949 members 
Mstep: Class 18 contains 12001 members 
Mstep: Class 19 contains 45811 members 
Mstep: Class 20 contains 75770 members 
Mstep: Class 22 contains 218799 members 
Mstep: Class 23 contains 158182 members 
Entering Unmasked Estep 
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Iteration 50Q: 23 clusters Score -8.003715e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 18862 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 2858 members 
Mstep: Class 5 contains 3058 members 
Mstep: Class 6 contains 42385 members 
Mstep: Class 7 contains 6194 members 
Mstep: Class 8 contains 1410 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 2554 members 
Mstep: Class 11 contains 5336 members 
Mstep: Class 12 contains 9678 members 
Mstep: Class 13 contains 2013 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 667 members 
Mstep: Class 16 contains 25429 members 
Mstep: Class 17 contains 1949 members 
Mstep: Class 18 contains 11982 members 
Mstep: Class 19 contains 45959 members 
Mstep: Class 20 contains 75834 members 
Mstep: Class 22 contains 218595 members 
Mstep: Class 23 contains 158065 members 
Entering Unmasked Estep 
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Iteration 51Q: 23 clusters Score -8.003747e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 18905 members 
Mstep: Class 3 contains 4567 members 
Mstep: Class 4 contains 2823 members 
Mstep: Class 5 contains 3101 members 
Mstep: Class 6 contains 42539 members 
Mstep: Class 7 contains 6200 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 9 contains 1664 members 
Mstep: Class 10 contains 2554 members 
Mstep: Class 11 contains 5371 members 
Mstep: Class 12 contains 9372 members 
Mstep: Class 13 contains 2000 members 
Mstep: Class 14 contains 14468 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 16 contains 25493 members 
Mstep: Class 17 contains 1950 members 
Mstep: Class 18 contains 11958 members 
Mstep: Class 19 contains 46091 members 
Mstep: Class 20 contains 75868 members 
Mstep: Class 22 contains 218442 members 
Mstep: Class 23 contains 157913 members 
Entering Unmasked Estep 
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Iteration 52Q: 23 clusters Score -8.003797e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 18915 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 2805 members 
Mstep: Class 5 contains 3149 members 
Mstep: Class 6 contains 42687 members 
Mstep: Class 7 contains 6204 members 
Mstep: Class 8 contains 1352 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 2552 members 
Mstep: Class 11 contains 5398 members 
Mstep: Class 12 contains 9129 members 
Mstep: Class 13 contains 1982 members 
Mstep: Class 14 contains 14491 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 16 contains 25541 members 
Mstep: Class 17 contains 1950 members 
Mstep: Class 18 contains 11927 members 
Mstep: Class 19 contains 46213 members 
Mstep: Class 20 contains 75923 members 
Mstep: Class 22 contains 218235 members 
Mstep: Class 23 contains 157829 members 
Entering Unmasked Estep 
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Iteration 53Q: 23 clusters Score -8.00382e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 18906 members 
Mstep: Class 3 contains 4541 members 
Mstep: Class 4 contains 2781 members 
Mstep: Class 5 contains 3191 members 
Mstep: Class 6 contains 42826 members 
Mstep: Class 7 contains 6210 members 
Mstep: Class 8 contains 1332 members 
Mstep: Class 9 contains 1671 members 
Mstep: Class 10 contains 2548 members 
Mstep: Class 11 contains 5434 members 
Mstep: Class 12 contains 8944 members 
Mstep: Class 13 contains 1964 members 
Mstep: Class 14 contains 14512 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 16 contains 25572 members 
Mstep: Class 17 contains 1950 members 
Mstep: Class 18 contains 11901 members 
Mstep: Class 19 contains 46306 members 
Mstep: Class 20 contains 75976 members 
Mstep: Class 22 contains 218008 members 
Mstep: Class 23 contains 157809 members 
Entering Unmasked Estep 
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Iteration 54Q: 23 clusters Score -8.003853e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 18898 members 
Mstep: Class 3 contains 4530 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 3236 members 
Mstep: Class 6 contains 42950 members 
Mstep: Class 7 contains 6213 members 
Mstep: Class 8 contains 1317 members 
Mstep: Class 9 contains 1671 members 
Mstep: Class 10 contains 2547 members 
Mstep: Class 11 contains 5459 members 
Mstep: Class 12 contains 8751 members 
Mstep: Class 13 contains 1953 members 
Mstep: Class 14 contains 14525 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 16 contains 25608 members 
Mstep: Class 17 contains 1950 members 
Mstep: Class 18 contains 11880 members 
Mstep: Class 19 contains 46393 members 
Mstep: Class 20 contains 76035 members 
Mstep: Class 22 contains 217904 members 
Mstep: Class 23 contains 157713 members 
Entering Unmasked Estep 
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Iteration 55Q: 23 clusters Score -8.003906e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 18898 members 
Mstep: Class 3 contains 4524 members 
Mstep: Class 4 contains 2734 members 
Mstep: Class 5 contains 3277 members 
Mstep: Class 6 contains 43059 members 
Mstep: Class 7 contains 6212 members 
Mstep: Class 8 contains 1295 members 
Mstep: Class 9 contains 1673 members 
Mstep: Class 10 contains 2545 members 
Mstep: Class 11 contains 5474 members 
Mstep: Class 12 contains 8567 members 
Mstep: Class 13 contains 1942 members 
Mstep: Class 14 contains 14539 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 16 contains 25649 members 
Mstep: Class 17 contains 1950 members 
Mstep: Class 18 contains 11860 members 
Mstep: Class 19 contains 46494 members 
Mstep: Class 20 contains 76109 members 
Mstep: Class 22 contains 217800 members 
Mstep: Class 23 contains 157608 members 
Entering Unmasked Estep 
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Iteration 56Q: 23 clusters Score -8.003944e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 18898 members 
Mstep: Class 3 contains 4521 members 
Mstep: Class 4 contains 2713 members 
Mstep: Class 5 contains 3312 members 
Mstep: Class 6 contains 43164 members 
Mstep: Class 7 contains 6209 members 
Mstep: Class 8 contains 1273 members 
Mstep: Class 9 contains 1674 members 
Mstep: Class 10 contains 2545 members 
Mstep: Class 11 contains 5489 members 
Mstep: Class 12 contains 8415 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 14546 members 
Mstep: Class 15 contains 667 members 
Mstep: Class 16 contains 25678 members 
Mstep: Class 17 contains 1950 members 
Mstep: Class 18 contains 11838 members 
Mstep: Class 19 contains 46574 members 
Mstep: Class 20 contains 76180 members 
Mstep: Class 22 contains 217711 members 
Mstep: Class 23 contains 157499 members 
Entering Unmasked Estep 
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Iteration 57Q: 23 clusters Score -8.003995e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 18895 members 
Mstep: Class 3 contains 4518 members 
Mstep: Class 4 contains 2699 members 
Mstep: Class 5 contains 3343 members 
Mstep: Class 6 contains 43298 members 
Mstep: Class 7 contains 6209 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 1676 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 5505 members 
Mstep: Class 12 contains 8288 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 14550 members 
Mstep: Class 15 contains 667 members 
Mstep: Class 16 contains 25698 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 11817 members 
Mstep: Class 19 contains 46626 members 
Mstep: Class 20 contains 76293 members 
Mstep: Class 22 contains 217592 members 
Mstep: Class 23 contains 157368 members 
Entering Unmasked Estep 
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Iteration 58Q: 23 clusters Score -8.004001e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 18899 members 
Mstep: Class 3 contains 4515 members 
Mstep: Class 4 contains 2685 members 
Mstep: Class 5 contains 3366 members 
Mstep: Class 6 contains 43446 members 
Mstep: Class 7 contains 6215 members 
Mstep: Class 8 contains 1248 members 
Mstep: Class 9 contains 1681 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 5521 members 
Mstep: Class 12 contains 8170 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 14558 members 
Mstep: Class 15 contains 667 members 
Mstep: Class 16 contains 25730 members 
Mstep: Class 17 contains 1953 members 
Mstep: Class 18 contains 11804 members 
Mstep: Class 19 contains 46663 members 
Mstep: Class 20 contains 76399 members 
Mstep: Class 22 contains 217492 members 
Mstep: Class 23 contains 157201 members 
Entering Unmasked Estep 
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Iteration 59Q: 23 clusters Score -8.004035e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 18902 members 
Mstep: Class 3 contains 4513 members 
Mstep: Class 4 contains 2674 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 43577 members 
Mstep: Class 7 contains 6225 members 
Mstep: Class 8 contains 1242 members 
Mstep: Class 9 contains 1681 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 5533 members 
Mstep: Class 12 contains 8043 members 
Mstep: Class 13 contains 1899 members 
Mstep: Class 14 contains 14560 members 
Mstep: Class 15 contains 668 members 
Mstep: Class 16 contains 25757 members 
Mstep: Class 17 contains 1954 members 
Mstep: Class 18 contains 11779 members 
Mstep: Class 19 contains 46700 members 
Mstep: Class 20 contains 76489 members 
Mstep: Class 22 contains 217406 members 
Mstep: Class 23 contains 157098 members 
Entering Unmasked Estep 
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Iteration 60F: 23 clusters Score -8.004063e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 18910 members 
Mstep: Class 3 contains 4511 members 
Mstep: Class 4 contains 2670 members 
Mstep: Class 5 contains 3394 members 
Mstep: Class 6 contains 43693 members 
Mstep: Class 7 contains 6229 members 
Mstep: Class 8 contains 1240 members 
Mstep: Class 9 contains 1680 members 
Mstep: Class 10 contains 2545 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 7943 members 
Mstep: Class 13 contains 1887 members 
Mstep: Class 14 contains 14561 members 
Mstep: Class 15 contains 669 members 
Mstep: Class 16 contains 25774 members 
Mstep: Class 17 contains 1954 members 
Mstep: Class 18 contains 11761 members 
Mstep: Class 19 contains 46747 members 
Mstep: Class 20 contains 76585 members 
Mstep: Class 22 contains 217280 members 
Mstep: Class 23 contains 157019 members 
Entering Unmasked Estep 
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Iteration 61Q: 23 clusters Score -8.004098e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 18921 members 
Mstep: Class 3 contains 4508 members 
Mstep: Class 4 contains 2664 members 
Mstep: Class 5 contains 3406 members 
Mstep: Class 6 contains 43788 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 8 contains 1233 members 
Mstep: Class 9 contains 1680 members 
Mstep: Class 10 contains 2544 members 
Mstep: Class 11 contains 5547 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 1878 members 
Mstep: Class 14 contains 14565 members 
Mstep: Class 15 contains 668 members 
Mstep: Class 16 contains 25812 members 
Mstep: Class 17 contains 1954 members 
Mstep: Class 18 contains 11735 members 
Mstep: Class 19 contains 46778 members 
Mstep: Class 20 contains 76694 members 
Mstep: Class 22 contains 217173 members 
Mstep: Class 23 contains 156922 members 
Entering Unmasked Estep 
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Iteration 62Q: 23 clusters Score -8.00413e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4506 members 
Mstep: Class 4 contains 2649 members 
Mstep: Class 5 contains 3420 members 
Mstep: Class 6 contains 43871 members 
Mstep: Class 7 contains 6226 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 1681 members 
Mstep: Class 10 contains 2543 members 
Mstep: Class 11 contains 5556 members 
Mstep: Class 12 contains 7793 members 
Mstep: Class 13 contains 1870 members 
Mstep: Class 14 contains 14566 members 
Mstep: Class 15 contains 667 members 
Mstep: Class 16 contains 25851 members 
Mstep: Class 17 contains 1955 members 
Mstep: Class 18 contains 11715 members 
Mstep: Class 19 contains 46795 members 
Mstep: Class 20 contains 76803 members 
Mstep: Class 22 contains 217075 members 
Mstep: Class 23 contains 156847 members 
Entering Unmasked Estep 
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Iteration 63Q: 23 clusters Score -8.004142e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 18923 members 
Mstep: Class 3 contains 4505 members 
Mstep: Class 4 contains 2642 members 
Mstep: Class 5 contains 3434 members 
Mstep: Class 6 contains 43946 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 8 contains 1213 members 
Mstep: Class 9 contains 1684 members 
Mstep: Class 10 contains 2543 members 
Mstep: Class 11 contains 5565 members 
Mstep: Class 12 contains 7715 members 
Mstep: Class 13 contains 1854 members 
Mstep: Class 14 contains 14564 members 
Mstep: Class 15 contains 667 members 
Mstep: Class 16 contains 25885 members 
Mstep: Class 17 contains 1955 members 
Mstep: Class 18 contains 11695 members 
Mstep: Class 19 contains 46818 members 
Mstep: Class 20 contains 76892 members 
Mstep: Class 22 contains 217012 members 
Mstep: Class 23 contains 156743 members 
Entering Unmasked Estep 
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Iteration 64Q: 23 clusters Score -8.004166e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 18911 members 
Mstep: Class 3 contains 4504 members 
Mstep: Class 4 contains 2637 members 
Mstep: Class 5 contains 3449 members 
Mstep: Class 6 contains 44029 members 
Mstep: Class 7 contains 6234 members 
Mstep: Class 8 contains 1209 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 2543 members 
Mstep: Class 11 contains 5575 members 
Mstep: Class 12 contains 7655 members 
Mstep: Class 13 contains 1829 members 
Mstep: Class 14 contains 14563 members 
Mstep: Class 15 contains 667 members 
Mstep: Class 16 contains 25922 members 
Mstep: Class 17 contains 1955 members 
Mstep: Class 18 contains 11681 members 
Mstep: Class 19 contains 46839 members 
Mstep: Class 20 contains 76965 members 
Mstep: Class 22 contains 216932 members 
Mstep: Class 23 contains 156673 members 
Entering Unmasked Estep 
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Iteration 65Q: 23 clusters Score -8.004199e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 18909 members 
Mstep: Class 3 contains 4503 members 
Mstep: Class 4 contains 2634 members 
Mstep: Class 5 contains 3467 members 
Mstep: Class 6 contains 44090 members 
Mstep: Class 7 contains 6235 members 
Mstep: Class 8 contains 1202 members 
Mstep: Class 9 contains 1692 members 
Mstep: Class 10 contains 2543 members 
Mstep: Class 11 contains 5578 members 
Mstep: Class 12 contains 7605 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 14567 members 
Mstep: Class 15 contains 667 members 
Mstep: Class 16 contains 25945 members 
Mstep: Class 17 contains 1955 members 
Mstep: Class 18 contains 11665 members 
Mstep: Class 19 contains 46872 members 
Mstep: Class 20 contains 77052 members 
Mstep: Class 22 contains 216857 members 
Mstep: Class 23 contains 156598 members 
Entering Unmasked Estep 
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Iteration 66Q: 23 clusters Score -8.004202e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 18914 members 
Mstep: Class 3 contains 4502 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 3481 members 
Mstep: Class 6 contains 44154 members 
Mstep: Class 7 contains 6234 members 
Mstep: Class 8 contains 1198 members 
Mstep: Class 9 contains 1693 members 
Mstep: Class 10 contains 2541 members 
Mstep: Class 11 contains 5590 members 
Mstep: Class 12 contains 7545 members 
Mstep: Class 13 contains 1775 members 
Mstep: Class 14 contains 14568 members 
Mstep: Class 15 contains 667 members 
Mstep: Class 16 contains 25977 members 
Mstep: Class 17 contains 1955 members 
Mstep: Class 18 contains 11667 members 
Mstep: Class 19 contains 46900 members 
Mstep: Class 20 contains 77137 members 
Mstep: Class 22 contains 216780 members 
Mstep: Class 23 contains 156496 members 
Entering Unmasked Estep 
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Iteration 67Q: 23 clusters Score -8.004222e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 18911 members 
Mstep: Class 3 contains 4501 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 3495 members 
Mstep: Class 6 contains 44214 members 
Mstep: Class 7 contains 6234 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 1696 members 
Mstep: Class 10 contains 2541 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 7510 members 
Mstep: Class 13 contains 1760 members 
Mstep: Class 14 contains 14571 members 
Mstep: Class 15 contains 667 members 
Mstep: Class 16 contains 25992 members 
Mstep: Class 17 contains 1955 members 
Mstep: Class 18 contains 11660 members 
Mstep: Class 19 contains 46914 members 
Mstep: Class 20 contains 77242 members 
Mstep: Class 22 contains 216697 members 
Mstep: Class 23 contains 156402 members 
Entering Unmasked Estep 
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Iteration 68Q: 23 clusters Score -8.004253e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 18904 members 
Mstep: Class 3 contains 4500 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 3509 members 
Mstep: Class 6 contains 44286 members 
Mstep: Class 7 contains 6237 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 1699 members 
Mstep: Class 10 contains 2541 members 
Mstep: Class 11 contains 5607 members 
Mstep: Class 12 contains 7476 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 14573 members 
Mstep: Class 15 contains 667 members 
Mstep: Class 16 contains 26022 members 
Mstep: Class 17 contains 1954 members 
Mstep: Class 18 contains 11648 members 
Mstep: Class 19 contains 46915 members 
Mstep: Class 20 contains 77340 members 
Mstep: Class 22 contains 216610 members 
Mstep: Class 23 contains 156321 members 
Entering Unmasked Estep 
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Iteration 69Q: 23 clusters Score -8.004261e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 18898 members 
Mstep: Class 3 contains 4500 members 
Mstep: Class 4 contains 2598 members 
Mstep: Class 5 contains 3520 members 
Mstep: Class 6 contains 44353 members 
Mstep: Class 7 contains 6239 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 9 contains 1701 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 7440 members 
Mstep: Class 13 contains 1721 members 
Mstep: Class 14 contains 14574 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 16 contains 26044 members 
Mstep: Class 17 contains 1954 members 
Mstep: Class 18 contains 11643 members 
Mstep: Class 19 contains 46914 members 
Mstep: Class 20 contains 77421 members 
Mstep: Class 22 contains 216586 members 
Mstep: Class 23 contains 156212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80042680.000000 Penalty: 73299.523438
Iteration 70Q: 23 clusters Score -8.004268e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 18885 members 
Mstep: Class 3 contains 4499 members 
Mstep: Class 4 contains 2589 members 
Mstep: Class 5 contains 3531 members 
Mstep: Class 6 contains 44414 members 
Mstep: Class 7 contains 6237 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 1700 members 
Mstep: Class 10 contains 2541 members 
Mstep: Class 11 contains 5623 members 
Mstep: Class 12 contains 7414 members 
Mstep: Class 13 contains 1700 members 
Mstep: Class 14 contains 14576 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 16 contains 26073 members 
Mstep: Class 17 contains 1954 members 
Mstep: Class 18 contains 11630 members 
Mstep: Class 19 contains 46901 members 
Mstep: Class 20 contains 77520 members 
Mstep: Class 22 contains 216537 members 
Mstep: Class 23 contains 156133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043016.000000 Penalty: 73299.523438
Iteration 71Q: 23 clusters Score -8.004302e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 18895 members 
Mstep: Class 3 contains 4497 members 
Mstep: Class 4 contains 2578 members 
Mstep: Class 5 contains 3542 members 
Mstep: Class 6 contains 44487 members 
Mstep: Class 7 contains 6237 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 1700 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 7388 members 
Mstep: Class 13 contains 1680 members 
Mstep: Class 14 contains 14577 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 16 contains 26087 members 
Mstep: Class 17 contains 1953 members 
Mstep: Class 18 contains 11616 members 
Mstep: Class 19 contains 46862 members 
Mstep: Class 20 contains 77601 members 
Mstep: Class 22 contains 216446 members 
Mstep: Class 23 contains 156123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043200.000000 Penalty: 73299.523438
Iteration 72Q: 23 clusters Score -8.00432e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 18896 members 
Mstep: Class 3 contains 4495 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 3549 members 
Mstep: Class 6 contains 44569 members 
Mstep: Class 7 contains 6236 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 1704 members 
Mstep: Class 10 contains 2541 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 7359 members 
Mstep: Class 13 contains 1661 members 
Mstep: Class 14 contains 14581 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 16 contains 26100 members 
Mstep: Class 17 contains 1953 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 46848 members 
Mstep: Class 20 contains 77696 members 
Mstep: Class 22 contains 216303 members 
Mstep: Class 23 contains 156130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043408.000000 Penalty: 73299.523438
Iteration 73Q: 23 clusters Score -8.004341e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 18901 members 
Mstep: Class 3 contains 4493 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 3560 members 
Mstep: Class 6 contains 44648 members 
Mstep: Class 7 contains 6235 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 1705 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 11 contains 5639 members 
Mstep: Class 12 contains 7321 members 
Mstep: Class 13 contains 1643 members 
Mstep: Class 14 contains 14581 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 16 contains 26108 members 
Mstep: Class 17 contains 1953 members 
Mstep: Class 18 contains 11601 members 
Mstep: Class 19 contains 46840 members 
Mstep: Class 20 contains 77801 members 
Mstep: Class 22 contains 216162 members 
Mstep: Class 23 contains 156125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043408.000000 Penalty: 73299.523438
Iteration 74Q: 23 clusters Score -8.004341e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 18905 members 
Mstep: Class 3 contains 4489 members 
Mstep: Class 4 contains 2547 members 
Mstep: Class 5 contains 3572 members 
Mstep: Class 6 contains 44717 members 
Mstep: Class 7 contains 6225 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 1706 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 5652 members 
Mstep: Class 12 contains 7295 members 
Mstep: Class 13 contains 1627 members 
Mstep: Class 14 contains 14585 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 16 contains 26118 members 
Mstep: Class 17 contains 1953 members 
Mstep: Class 18 contains 11593 members 
Mstep: Class 19 contains 46851 members 
Mstep: Class 20 contains 77900 members 
Mstep: Class 22 contains 216041 members 
Mstep: Class 23 contains 156081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043392.000000 Penalty: 73299.523438
Iteration 75Q: 23 clusters Score -8.004339e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 18899 members 
Mstep: Class 3 contains 4486 members 
Mstep: Class 4 contains 2542 members 
Mstep: Class 5 contains 3585 members 
Mstep: Class 6 contains 44781 members 
Mstep: Class 7 contains 6219 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 1706 members 
Mstep: Class 10 contains 2541 members 
Mstep: Class 11 contains 5667 members 
Mstep: Class 12 contains 7279 members 
Mstep: Class 13 contains 1605 members 
Mstep: Class 14 contains 14588 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 16 contains 26124 members 
Mstep: Class 17 contains 1953 members 
Mstep: Class 18 contains 11587 members 
Mstep: Class 19 contains 46866 members 
Mstep: Class 20 contains 77991 members 
Mstep: Class 22 contains 215920 members 
Mstep: Class 23 contains 156058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043552.000000 Penalty: 73299.523438
Iteration 76Q: 23 clusters Score -8.004355e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 18895 members 
Mstep: Class 3 contains 4482 members 
Mstep: Class 4 contains 2531 members 
Mstep: Class 5 contains 3596 members 
Mstep: Class 6 contains 44874 members 
Mstep: Class 7 contains 6215 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 1706 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 11 contains 5683 members 
Mstep: Class 12 contains 7251 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 14 contains 14592 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 16 contains 26123 members 
Mstep: Class 17 contains 1953 members 
Mstep: Class 18 contains 11575 members 
Mstep: Class 19 contains 46875 members 
Mstep: Class 20 contains 78103 members 
Mstep: Class 22 contains 215778 members 
Mstep: Class 23 contains 156036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043648.000000 Penalty: 73299.523438
Iteration 77Q: 23 clusters Score -8.004365e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 18881 members 
Mstep: Class 3 contains 4480 members 
Mstep: Class 4 contains 2517 members 
Mstep: Class 5 contains 3603 members 
Mstep: Class 6 contains 44959 members 
Mstep: Class 7 contains 6217 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 1706 members 
Mstep: Class 10 contains 2537 members 
Mstep: Class 11 contains 5694 members 
Mstep: Class 12 contains 7220 members 
Mstep: Class 13 contains 1560 members 
Mstep: Class 14 contains 14597 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 26125 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 11568 members 
Mstep: Class 19 contains 46875 members 
Mstep: Class 20 contains 78210 members 
Mstep: Class 22 contains 215665 members 
Mstep: Class 23 contains 156027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043744.000000 Penalty: 73299.523438
Iteration 78Q: 23 clusters Score -8.004374e+07 nChanged 1299
Entering ConstructFrom: 
Score: -80043744.000000 Penalty: 73299.523438
Entering ConstructFrom: 
Trying to split cluster 1 (31015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Entering Unmasked Estep 
Score: -3744363.750000 Penalty: 2564.872070
	Iteration 0F: 2 clusters Score -3744364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -3723119.250000 Penalty: 5129.744141
	Iteration 0F: 3 clusters Score -3723119 nChanged 14099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -3730928.250000 Penalty: 5129.744141
	Iteration 1F: 3 clusters Score -3730928 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3731552.750000 Penalty: 5129.744141
	Iteration 2Q: 3 clusters Score -3731553 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -3732074.500000 Penalty: 5129.744141
	Iteration 3Q: 3 clusters Score -3732074 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -3732532.750000 Penalty: 5129.744141
	Iteration 4Q: 3 clusters Score -3732533 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3732987.250000 Penalty: 5129.744141
	Iteration 5Q: 3 clusters Score -3732987 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -3733537.500000 Penalty: 5129.744141
	Iteration 6Q: 3 clusters Score -3733538 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -3734284.000000 Penalty: 5129.744141
	Iteration 7Q: 3 clusters Score -3734284 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -3735126.750000 Penalty: 5129.744141
	Iteration 8Q: 3 clusters Score -3735127 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -3735986.750000 Penalty: 5129.744141
	Iteration 9Q: 3 clusters Score -3735987 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -3736783.000000 Penalty: 5129.744141
	Iteration 10Q: 3 clusters Score -3736783 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -3737616.250000 Penalty: 5129.744141
	Iteration 11Q: 3 clusters Score -3737616 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -3738393.750000 Penalty: 5129.744141
	Iteration 12Q: 3 clusters Score -3738394 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -3739113.000000 Penalty: 5129.744141
	Iteration 13Q: 3 clusters Score -3739113 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -3739590.000000 Penalty: 5129.744141
	Iteration 14Q: 3 clusters Score -3739590 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -3739888.750000 Penalty: 5129.744141
	Iteration 15Q: 3 clusters Score -3739889 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -3740058.750000 Penalty: 5129.744141
	Iteration 16Q: 3 clusters Score -3740059 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -3740187.000000 Penalty: 5129.744141
	Iteration 17Q: 3 clusters Score -3740187 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -3740254.250000 Penalty: 5129.744141
	Iteration 18Q: 3 clusters Score -3740254 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -3740301.500000 Penalty: 5129.744141
	Iteration 19Q: 3 clusters Score -3740302 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -3740335.500000 Penalty: 5129.744141
	Iteration 20F: 3 clusters Score -3740336 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -3740362.750000 Penalty: 5129.744141
	Iteration 21Q: 3 clusters Score -3740363 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -3740402.250000 Penalty: 5129.744141
	Iteration 22Q: 3 clusters Score -3740402 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -3740439.750000 Penalty: 5129.744141
	Iteration 23Q: 3 clusters Score -3740440 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -3740450.750000 Penalty: 5129.744141
	Iteration 24Q: 3 clusters Score -3740451 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -3740453.250000 Penalty: 5129.744141
	Iteration 25Q: 3 clusters Score -3740453 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -3740476.500000 Penalty: 5129.744141
	Iteration 26Q: 3 clusters Score -3740476 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -3740501.000000 Penalty: 5129.744141
	Iteration 27Q: 3 clusters Score -3740501 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -3740514.500000 Penalty: 5129.744141
	Iteration 28Q: 3 clusters Score -3740514 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -3740524.250000 Penalty: 5129.744141
	Iteration 29Q: 3 clusters Score -3740524 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -3740553.250000 Penalty: 5129.744141
	Iteration 30Q: 3 clusters Score -3740553 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -3740560.750000 Penalty: 5129.744141
	Iteration 31Q: 3 clusters Score -3740561 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -3740565.500000 Penalty: 5129.744141
	Iteration 32Q: 3 clusters Score -3740566 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -3740585.500000 Penalty: 5129.744141
	Iteration 33Q: 3 clusters Score -3740586 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -3740591.750000 Penalty: 5129.744141
	Iteration 34Q: 3 clusters Score -3740592 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -3740598.750000 Penalty: 5129.744141
	Iteration 35Q: 3 clusters Score -3740599 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -3740604.000000 Penalty: 5129.744141
	Iteration 36Q: 3 clusters Score -3740604 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -3740614.000000 Penalty: 5129.744141
	Iteration 37Q: 3 clusters Score -3740614 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -3740637.250000 Penalty: 5129.744141
	Iteration 38Q: 3 clusters Score -3740637 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -3740643.250000 Penalty: 5129.744141
	Iteration 39Q: 3 clusters Score -3740643 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -3740645.250000 Penalty: 5129.744141
	Iteration 40F: 3 clusters Score -3740645 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -3740650.000000 Penalty: 5129.744141
	Iteration 41Q: 3 clusters Score -3740650 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -3740655.500000 Penalty: 5129.744141
	Iteration 42Q: 3 clusters Score -3740656 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -3740670.000000 Penalty: 5129.744141
	Iteration 43Q: 3 clusters Score -3740670 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -3740672.000000 Penalty: 5129.744141
	Iteration 44Q: 3 clusters Score -3740672 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -3740677.750000 Penalty: 5129.744141
	Iteration 45Q: 3 clusters Score -3740678 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -3740686.250000 Penalty: 5129.744141
	Iteration 46Q: 3 clusters Score -3740686 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -3740689.750000 Penalty: 5129.744141
	Iteration 47Q: 3 clusters Score -3740690 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -3740695.250000 Penalty: 5129.744141
	Iteration 48Q: 3 clusters Score -3740695 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -3740701.000000 Penalty: 5129.744141
	Iteration 49Q: 3 clusters Score -3740701 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -3740713.000000 Penalty: 5129.744141
	Iteration 50Q: 3 clusters Score -3740713 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -3740718.000000 Penalty: 5129.744141
	Iteration 51Q: 3 clusters Score -3740718 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -3740723.250000 Penalty: 5129.744141
	Iteration 52Q: 3 clusters Score -3740723 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -3740735.250000 Penalty: 5129.744141
	Iteration 53Q: 3 clusters Score -3740735 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -3740754.000000 Penalty: 5129.744141
	Iteration 54Q: 3 clusters Score -3740754 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -3740778.250000 Penalty: 5129.744141
	Iteration 55Q: 3 clusters Score -3740778 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -3740796.000000 Penalty: 5129.744141
	Iteration 56Q: 3 clusters Score -3740796 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -3740807.250000 Penalty: 5129.744141
	Iteration 57Q: 3 clusters Score -3740807 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -3740821.000000 Penalty: 5129.744141
	Iteration 58Q: 3 clusters Score -3740821 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -3740844.500000 Penalty: 5129.744141
	Iteration 59Q: 3 clusters Score -3740844 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -3740875.500000 Penalty: 5129.744141
	Iteration 60F: 3 clusters Score -3740876 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -3740894.750000 Penalty: 5129.744141
	Iteration 61Q: 3 clusters Score -3740895 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -3740928.750000 Penalty: 5129.744141
	Iteration 62Q: 3 clusters Score -3740929 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -3740948.000000 Penalty: 5129.744141
	Iteration 63Q: 3 clusters Score -3740948 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -3740978.750000 Penalty: 5129.744141
	Iteration 64Q: 3 clusters Score -3740979 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -3741008.500000 Penalty: 5129.744141
	Iteration 65Q: 3 clusters Score -3741008 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -3741033.000000 Penalty: 5129.744141
	Iteration 66Q: 3 clusters Score -3741033 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3741065.500000 Penalty: 5129.744141
	Iteration 67Q: 3 clusters Score -3741066 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -3741096.750000 Penalty: 5129.744141
	Iteration 68Q: 3 clusters Score -3741097 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -3741115.000000 Penalty: 5129.744141
	Iteration 69Q: 3 clusters Score -3741115 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -3741146.750000 Penalty: 5129.744141
	Iteration 70Q: 3 clusters Score -3741147 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -3741170.000000 Penalty: 5129.744141
	Iteration 71Q: 3 clusters Score -3741170 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3741206.500000 Penalty: 5129.744141
	Iteration 72Q: 3 clusters Score -3741206 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -3741247.000000 Penalty: 5129.744141
	Iteration 73Q: 3 clusters Score -3741247 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -3741294.250000 Penalty: 5129.744141
	Iteration 74Q: 3 clusters Score -3741294 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -3741352.750000 Penalty: 5129.744141
	Iteration 75Q: 3 clusters Score -3741353 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3741426.500000 Penalty: 5129.744141
	Iteration 76Q: 3 clusters Score -3741426 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -3741499.500000 Penalty: 5129.744141
	Iteration 77Q: 3 clusters Score -3741500 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -3741563.000000 Penalty: 5129.744141
	Iteration 78Q: 3 clusters Score -3741563 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -3741635.000000 Penalty: 5129.744141
	Iteration 79Q: 3 clusters Score -3741635 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -3741711.250000 Penalty: 5129.744141
	Iteration 80F: 3 clusters Score -3741711 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3741806.750000 Penalty: 5129.744141
	Iteration 81Q: 3 clusters Score -3741807 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -3741887.000000 Penalty: 5129.744141
	Iteration 82Q: 3 clusters Score -3741887 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -3741973.000000 Penalty: 5129.744141
	Iteration 83Q: 3 clusters Score -3741973 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -3742077.000000 Penalty: 5129.744141
	Iteration 84Q: 3 clusters Score -3742077 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -3742169.750000 Penalty: 5129.744141
	Iteration 85Q: 3 clusters Score -3742170 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -3742260.500000 Penalty: 5129.744141
	Iteration 86Q: 3 clusters Score -3742260 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -3742356.000000 Penalty: 5129.744141
	Iteration 87Q: 3 clusters Score -3742356 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -3742431.250000 Penalty: 5129.744141
	Iteration 88Q: 3 clusters Score -3742431 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -3742533.500000 Penalty: 5129.744141
	Iteration 89Q: 3 clusters Score -3742534 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -3742612.500000 Penalty: 5129.744141
	Iteration 90Q: 3 clusters Score -3742612 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -3742666.750000 Penalty: 5129.744141
	Iteration 91Q: 3 clusters Score -3742667 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -3742716.500000 Penalty: 5129.744141
	Iteration 92Q: 3 clusters Score -3742716 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -3742758.750000 Penalty: 5129.744141
	Iteration 93Q: 3 clusters Score -3742759 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -3742819.500000 Penalty: 5129.744141
	Iteration 94Q: 3 clusters Score -3742820 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -3742859.500000 Penalty: 5129.744141
	Iteration 95Q: 3 clusters Score -3742860 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -3742882.250000 Penalty: 5129.744141
	Iteration 96Q: 3 clusters Score -3742882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -3742897.500000 Penalty: 5129.744141
	Iteration 97Q: 3 clusters Score -3742898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -3742915.250000 Penalty: 5129.744141
	Iteration 98Q: 3 clusters Score -3742915 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -3742915.000000 Penalty: 5129.744141
	Iteration 99Q: 3 clusters Score -3742915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -3742929.750000 Penalty: 5129.744141
	Iteration 100F: 3 clusters Score -3742930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -3742934.000000 Penalty: 5129.744141
	Iteration 101Q: 3 clusters Score -3742934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -3742936.250000 Penalty: 5129.744141
	Iteration 102Q: 3 clusters Score -3742936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -3742938.000000 Penalty: 5129.744141
	Iteration 103Q: 3 clusters Score -3742938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -3742934.000000 Penalty: 5129.744141
	Iteration 104Q: 3 clusters Score -3742934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -3742939.750000 Penalty: 5129.744141
	Iteration 105Q: 3 clusters Score -3742940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -3742943.500000 Penalty: 5129.744141
	Iteration 106Q: 3 clusters Score -3742944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -3742944.500000 Penalty: 5129.744141
	Iteration 107Q: 3 clusters Score -3742944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -3742944.750000 Penalty: 5129.744141
	Iteration 108Q: 3 clusters Score -3742945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -3742944.750000 Penalty: 5129.744141
	Iteration 109F: 3 clusters Score -3742945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Entering Unmasked Estep 
Score: -2284946.000000 Penalty: 2441.510010
	Iteration 0F: 2 clusters Score -2284946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2271542.750000 Penalty: 4883.020020
	Iteration 0F: 3 clusters Score -2271543 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2275977.000000 Penalty: 4883.020020
	Iteration 1F: 3 clusters Score -2275977 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2276421.250000 Penalty: 4883.020020
	Iteration 2F: 3 clusters Score -2276421 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2276796.750000 Penalty: 4883.020020
	Iteration 3Q: 3 clusters Score -2276797 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2277113.000000 Penalty: 4883.020020
	Iteration 4Q: 3 clusters Score -2277113 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2277398.750000 Penalty: 4883.020020
	Iteration 5Q: 3 clusters Score -2277399 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2277717.000000 Penalty: 4883.020020
	Iteration 6Q: 3 clusters Score -2277717 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2278034.500000 Penalty: 4883.020020
	Iteration 7Q: 3 clusters Score -2278034 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2278416.000000 Penalty: 4883.020020
	Iteration 8Q: 3 clusters Score -2278416 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2278836.500000 Penalty: 4883.020020
	Iteration 9Q: 3 clusters Score -2278836 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2279271.000000 Penalty: 4883.020020
	Iteration 10Q: 3 clusters Score -2279271 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2279765.000000 Penalty: 4883.020020
	Iteration 11Q: 3 clusters Score -2279765 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2280231.750000 Penalty: 4883.020020
	Iteration 12Q: 3 clusters Score -2280232 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2280557.750000 Penalty: 4883.020020
	Iteration 13Q: 3 clusters Score -2280558 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2280785.250000 Penalty: 4883.020020
	Iteration 14Q: 3 clusters Score -2280785 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2280959.750000 Penalty: 4883.020020
	Iteration 15Q: 3 clusters Score -2280960 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2281060.000000 Penalty: 4883.020020
	Iteration 16Q: 3 clusters Score -2281060 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2281134.500000 Penalty: 4883.020020
	Iteration 17Q: 3 clusters Score -2281134 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2281191.000000 Penalty: 4883.020020
	Iteration 18Q: 3 clusters Score -2281191 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2281226.000000 Penalty: 4883.020020
	Iteration 19Q: 3 clusters Score -2281226 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2281264.750000 Penalty: 4883.020020
	Iteration 20F: 3 clusters Score -2281265 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2281290.250000 Penalty: 4883.020020
	Iteration 21Q: 3 clusters Score -2281290 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2281310.500000 Penalty: 4883.020020
	Iteration 22Q: 3 clusters Score -2281310 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2281333.000000 Penalty: 4883.020020
	Iteration 23Q: 3 clusters Score -2281333 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2281362.250000 Penalty: 4883.020020
	Iteration 24Q: 3 clusters Score -2281362 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2281379.750000 Penalty: 4883.020020
	Iteration 25Q: 3 clusters Score -2281380 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2281396.750000 Penalty: 4883.020020
	Iteration 26Q: 3 clusters Score -2281397 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2281416.750000 Penalty: 4883.020020
	Iteration 27Q: 3 clusters Score -2281417 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2281434.000000 Penalty: 4883.020020
	Iteration 28Q: 3 clusters Score -2281434 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2281445.750000 Penalty: 4883.020020
	Iteration 29Q: 3 clusters Score -2281446 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2281453.750000 Penalty: 4883.020020
	Iteration 30Q: 3 clusters Score -2281454 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2281470.250000 Penalty: 4883.020020
	Iteration 31Q: 3 clusters Score -2281470 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2281476.750000 Penalty: 4883.020020
	Iteration 32Q: 3 clusters Score -2281477 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2281480.250000 Penalty: 4883.020020
	Iteration 33Q: 3 clusters Score -2281480 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2281497.500000 Penalty: 4883.020020
	Iteration 34Q: 3 clusters Score -2281498 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2281500.000000 Penalty: 4883.020020
	Iteration 35Q: 3 clusters Score -2281500 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2281509.500000 Penalty: 4883.020020
	Iteration 36Q: 3 clusters Score -2281510 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2281517.750000 Penalty: 4883.020020
	Iteration 37Q: 3 clusters Score -2281518 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2281534.000000 Penalty: 4883.020020
	Iteration 38Q: 3 clusters Score -2281534 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2281545.750000 Penalty: 4883.020020
	Iteration 39Q: 3 clusters Score -2281546 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2281556.250000 Penalty: 4883.020020
	Iteration 40F: 3 clusters Score -2281556 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2281553.750000 Penalty: 4883.020020
	Iteration 41Q: 3 clusters Score -2281554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2281555.000000 Penalty: 4883.020020
	Iteration 42Q: 3 clusters Score -2281555 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2281566.500000 Penalty: 4883.020020
	Iteration 43Q: 3 clusters Score -2281566 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2281575.500000 Penalty: 4883.020020
	Iteration 44Q: 3 clusters Score -2281576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2281583.000000 Penalty: 4883.020020
	Iteration 45Q: 3 clusters Score -2281583 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2281584.000000 Penalty: 4883.020020
	Iteration 46Q: 3 clusters Score -2281584 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2281587.000000 Penalty: 4883.020020
	Iteration 47Q: 3 clusters Score -2281587 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2281595.750000 Penalty: 4883.020020
	Iteration 48Q: 3 clusters Score -2281596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2281596.500000 Penalty: 4883.020020
	Iteration 49Q: 3 clusters Score -2281596 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2281606.500000 Penalty: 4883.020020
	Iteration 50Q: 3 clusters Score -2281606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2281621.000000 Penalty: 4883.020020
	Iteration 51Q: 3 clusters Score -2281621 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2281625.000000 Penalty: 4883.020020
	Iteration 52Q: 3 clusters Score -2281625 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2281627.000000 Penalty: 4883.020020
	Iteration 53Q: 3 clusters Score -2281627 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2281630.500000 Penalty: 4883.020020
	Iteration 54Q: 3 clusters Score -2281630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2281639.250000 Penalty: 4883.020020
	Iteration 55Q: 3 clusters Score -2281639 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2281649.750000 Penalty: 4883.020020
	Iteration 56Q: 3 clusters Score -2281650 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2281653.250000 Penalty: 4883.020020
	Iteration 57Q: 3 clusters Score -2281653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2281655.500000 Penalty: 4883.020020
	Iteration 58Q: 3 clusters Score -2281656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2281662.250000 Penalty: 4883.020020
	Iteration 59Q: 3 clusters Score -2281662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2281665.750000 Penalty: 4883.020020
	Iteration 60F: 3 clusters Score -2281666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2281667.500000 Penalty: 4883.020020
	Iteration 61Q: 3 clusters Score -2281668 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2281664.500000 Penalty: 4883.020020
	Iteration 62Q: 3 clusters Score -2281664 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2281676.000000 Penalty: 4883.020020
	Iteration 63Q: 3 clusters Score -2281676 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2281689.000000 Penalty: 4883.020020
	Iteration 64Q: 3 clusters Score -2281689 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2281697.000000 Penalty: 4883.020020
	Iteration 65Q: 3 clusters Score -2281697 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2281700.000000 Penalty: 4883.020020
	Iteration 66Q: 3 clusters Score -2281700 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2281708.500000 Penalty: 4883.020020
	Iteration 67Q: 3 clusters Score -2281708 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2281730.000000 Penalty: 4883.020020
	Iteration 68Q: 3 clusters Score -2281730 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2281735.500000 Penalty: 4883.020020
	Iteration 69Q: 3 clusters Score -2281736 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2281753.500000 Penalty: 4883.020020
	Iteration 70Q: 3 clusters Score -2281754 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2281769.000000 Penalty: 4883.020020
	Iteration 71Q: 3 clusters Score -2281769 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2281781.000000 Penalty: 4883.020020
	Iteration 72Q: 3 clusters Score -2281781 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2281794 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2281813.250000 Penalty: 4883.020020
	Iteration 74Q: 3 clusters Score -2281813 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2281822.250000 Penalty: 4883.020020
	Iteration 75Q: 3 clusters Score -2281822 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2281838.000000 Penalty: 4883.020020
	Iteration 76Q: 3 clusters Score -2281838 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2281848.750000 Penalty: 4883.020020
	Iteration 77Q: 3 clusters Score -2281849 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2281865 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2281885 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2281909.750000 Penalty: 4883.020020
	Iteration 80F: 3 clusters Score -2281910 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2281927 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2281939.500000 Penalty: 4883.020020
	Iteration 82Q: 3 clusters Score -2281940 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2281964.250000 Penalty: 4883.020020
	Iteration 83Q: 3 clusters Score -2281964 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2281983.500000 Penalty: 4883.020020
	Iteration 84Q: 3 clusters Score -2281984 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2282002.750000 Penalty: 4883.020020
	Iteration 85Q: 3 clusters Score -2282003 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2282022.000000 Penalty: 4883.020020
	Iteration 86Q: 3 clusters Score -2282022 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2282038 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2282065 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2282080.250000 Penalty: 4883.020020
	Iteration 89Q: 3 clusters Score -2282080 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2282099.250000 Penalty: 4883.020020
	Iteration 90Q: 3 clusters Score -2282099 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2282115.750000 Penalty: 4883.020020
	Iteration 91Q: 3 clusters Score -2282116 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2282126.250000 Penalty: 4883.020020
	Iteration 92Q: 3 clusters Score -2282126 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2282139.250000 Penalty: 4883.020020
	Iteration 93Q: 3 clusters Score -2282139 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2282161.500000 Penalty: 4883.020020
	Iteration 94Q: 3 clusters Score -2282162 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2282176.000000 Penalty: 4883.020020
	Iteration 95Q: 3 clusters Score -2282176 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2282188.000000 Penalty: 4883.020020
	Iteration 96Q: 3 clusters Score -2282188 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4710 members 
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Entering Unmasked Estep 
Score: -2282213.500000 Penalty: 4883.020020
	Iteration 97Q: 3 clusters Score -2282214 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4631 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2282222 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4555 members 
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Entering Unmasked Estep 
Score: -2282239.250000 Penalty: 4883.020020
	Iteration 99Q: 3 clusters Score -2282239 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2282258.000000 Penalty: 4883.020020
	Iteration 100F: 3 clusters Score -2282258 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4419 members 
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Entering Unmasked Estep 
Score: -2282268.500000 Penalty: 4883.020020
	Iteration 101Q: 3 clusters Score -2282268 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2282285 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2282300.500000 Penalty: 4883.020020
	Iteration 103Q: 3 clusters Score -2282300 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2282314 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2282325 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2282341 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2282357.750000 Penalty: 4883.020020
	Iteration 107Q: 3 clusters Score -2282358 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2282365 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2282370 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2282375 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3745 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2282389 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2282403.750000 Penalty: 4883.020020
	Iteration 112Q: 3 clusters Score -2282404 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3619 members 
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Entering Unmasked Estep 
Score: -2282422.250000 Penalty: 4883.020020
	Iteration 113Q: 3 clusters Score -2282422 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3541 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2282444 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2282459 nChanged 72
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Mstep: Class 1 contains 3402 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2282479 nChanged 67
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Mstep: Class 1 contains 3335 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2282500 nChanged 72
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Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2282519.000000 Penalty: 4883.020020
	Iteration 118Q: 3 clusters Score -2282519 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2282540 nChanged 50
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Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2282549.500000 Penalty: 4883.020020
	Iteration 120F: 3 clusters Score -2282550 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3098 members 
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Entering Unmasked Estep 
Score: -2282561.500000 Penalty: 4883.020020
	Iteration 121Q: 3 clusters Score -2282562 nChanged 41
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Mstep: Class 1 contains 3057 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2282568 nChanged 43
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Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2282577 nChanged 39
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2282585 nChanged 30
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Entering Unmasked Estep 
Score: -2282591.750000 Penalty: 4883.020020
	Iteration 125Q: 3 clusters Score -2282592 nChanged 24
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2282592 nChanged 28
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2282596 nChanged 18
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Mstep: Class 1 contains 2877 members 
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Entering Unmasked Estep 
Score: -2282603.500000 Penalty: 4883.020020
	Iteration 128Q: 3 clusters Score -2282604 nChanged 15
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Mstep: Class 1 contains 2862 members 
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Entering Unmasked Estep 
Score: -2282608.750000 Penalty: 4883.020020
	Iteration 129Q: 3 clusters Score -2282609 nChanged 16
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Mstep: Class 1 contains 2846 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2282609 nChanged 11
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Mstep: Class 1 contains 2835 members 
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Entering Unmasked Estep 
Score: -2282606.000000 Penalty: 4883.020020
	Iteration 131Q: 3 clusters Score -2282606 nChanged 12
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2282608 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2282610.500000 Penalty: 4883.020020
	Iteration 133Q: 3 clusters Score -2282610 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2282610 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2769 members 
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Entering Unmasked Estep 
Score: -2282613.250000 Penalty: 4883.020020
	Iteration 135Q: 3 clusters Score -2282613 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2282616.500000 Penalty: 4883.020020
	Iteration 136Q: 3 clusters Score -2282616 nChanged 17
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Entering Unmasked Estep 
Score: -2282621.250000 Penalty: 4883.020020
	Iteration 137Q: 3 clusters Score -2282621 nChanged 24
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Entering Unmasked Estep 
Score: -2282627.000000 Penalty: 4883.020020
	Iteration 138Q: 3 clusters Score -2282627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2282633.500000 Penalty: 4883.020020
	Iteration 139Q: 3 clusters Score -2282634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2282640.500000 Penalty: 4883.020020
	Iteration 140F: 3 clusters Score -2282640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2282643.000000 Penalty: 4883.020020
	Iteration 141Q: 3 clusters Score -2282643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2282646.250000 Penalty: 4883.020020
	Iteration 142Q: 3 clusters Score -2282646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2282652.750000 Penalty: 4883.020020
	Iteration 143Q: 3 clusters Score -2282653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2282659.250000 Penalty: 4883.020020
	Iteration 144Q: 3 clusters Score -2282659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2282666.250000 Penalty: 4883.020020
	Iteration 145Q: 3 clusters Score -2282666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2282673.250000 Penalty: 4883.020020
	Iteration 146Q: 3 clusters Score -2282673 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2282687.250000 Penalty: 4883.020020
	Iteration 147Q: 3 clusters Score -2282687 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2282692.000000 Penalty: 4883.020020
	Iteration 148Q: 3 clusters Score -2282692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2282696.500000 Penalty: 4883.020020
	Iteration 149Q: 3 clusters Score -2282696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2282705.000000 Penalty: 4883.020020
	Iteration 150Q: 3 clusters Score -2282705 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2282709.250000 Penalty: 4883.020020
	Iteration 151Q: 3 clusters Score -2282709 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2282717.750000 Penalty: 4883.020020
	Iteration 152Q: 3 clusters Score -2282718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2282719.000000 Penalty: 4883.020020
	Iteration 153Q: 3 clusters Score -2282719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2282729.750000 Penalty: 4883.020020
	Iteration 154Q: 3 clusters Score -2282730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2282733.250000 Penalty: 4883.020020
	Iteration 155Q: 3 clusters Score -2282733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -2282742.000000 Penalty: 4883.020020
	Iteration 156Q: 3 clusters Score -2282742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2282750.750000 Penalty: 4883.020020
	Iteration 157Q: 3 clusters Score -2282751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2282750.000000 Penalty: 4883.020020
	Iteration 158Q: 3 clusters Score -2282750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2282757.000000 Penalty: 4883.020020
	Iteration 159Q: 3 clusters Score -2282757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2282761.500000 Penalty: 4883.020020
	Iteration 160F: 3 clusters Score -2282762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2282763.250000 Penalty: 4883.020020
	Iteration 161Q: 3 clusters Score -2282763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2282765.750000 Penalty: 4883.020020
	Iteration 162Q: 3 clusters Score -2282766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2282766.250000 Penalty: 4883.020020
	Iteration 163Q: 3 clusters Score -2282766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2282767.000000 Penalty: 4883.020020
	Iteration 164Q: 3 clusters Score -2282767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2282769.500000 Penalty: 4883.020020
	Iteration 165Q: 3 clusters Score -2282770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2282770.000000 Penalty: 4883.020020
	Iteration 166Q: 3 clusters Score -2282770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2282772.500000 Penalty: 4883.020020
	Iteration 167Q: 3 clusters Score -2282772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -2282772.250000 Penalty: 4883.020020
	Iteration 168Q: 3 clusters Score -2282772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2282777.500000 Penalty: 4883.020020
	Iteration 169Q: 3 clusters Score -2282778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2282780.750000 Penalty: 4883.020020
	Iteration 170Q: 3 clusters Score -2282781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2282779.500000 Penalty: 4883.020020
	Iteration 171Q: 3 clusters Score -2282780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2282779.750000 Penalty: 4883.020020
	Iteration 172Q: 3 clusters Score -2282780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2282778.750000 Penalty: 4883.020020
	Iteration 173Q: 3 clusters Score -2282779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2282781.500000 Penalty: 4883.020020
	Iteration 174Q: 3 clusters Score -2282782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2282780.750000 Penalty: 4883.020020
	Iteration 175Q: 3 clusters Score -2282781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2282784.250000 Penalty: 4883.020020
	Iteration 176Q: 3 clusters Score -2282784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2282783.250000 Penalty: 4883.020020
	Iteration 177Q: 3 clusters Score -2282783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2282783.500000 Penalty: 4883.020020
	Iteration 178Q: 3 clusters Score -2282784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2282783.750000 Penalty: 4883.020020
	Iteration 179Q: 3 clusters Score -2282784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2282783.000000 Penalty: 4883.020020
	Iteration 180F: 3 clusters Score -2282783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -2282783.500000 Penalty: 4883.020020
	Iteration 181Q: 3 clusters Score -2282784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2282781.000000 Penalty: 4883.020020
	Iteration 182Q: 3 clusters Score -2282781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2282784.000000 Penalty: 4883.020020
	Iteration 183Q: 3 clusters Score -2282784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2282784.000000 Penalty: 4883.020020
	Iteration 184F: 3 clusters Score -2282784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Entering Unmasked Estep 
Score: -538873.875000 Penalty: 2084.974365
	Iteration 0F: 2 clusters Score -538873.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -534639.000000 Penalty: 4169.948730
	Iteration 0F: 3 clusters Score -534639 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -535605.125000 Penalty: 4169.948730
	Iteration 1F: 3 clusters Score -535605.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -535837.000000 Penalty: 4169.948730
	Iteration 2F: 3 clusters Score -535837 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -535978.125000 Penalty: 4169.948730
	Iteration 3F: 3 clusters Score -535978.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -536093.125000 Penalty: 4169.948730
	Iteration 4Q: 3 clusters Score -536093.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -536212.437500 Penalty: 4169.948730
	Iteration 5Q: 3 clusters Score -536212.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -536317.812500 Penalty: 4169.948730
	Iteration 6Q: 3 clusters Score -536317.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -536411.562500 Penalty: 4169.948730
	Iteration 7Q: 3 clusters Score -536411.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -536502.562500 Penalty: 4169.948730
	Iteration 8Q: 3 clusters Score -536502.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -536598.062500 Penalty: 4169.948730
	Iteration 9Q: 3 clusters Score -536598.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -536702.750000 Penalty: 4169.948730
	Iteration 10Q: 3 clusters Score -536702.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -536785.812500 Penalty: 4169.948730
	Iteration 11Q: 3 clusters Score -536785.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -536867.375000 Penalty: 4169.948730
	Iteration 12Q: 3 clusters Score -536867.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -536923.125000 Penalty: 4169.948730
	Iteration 13Q: 3 clusters Score -536923.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -536969.125000 Penalty: 4169.948730
	Iteration 14Q: 3 clusters Score -536969.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -537007.437500 Penalty: 4169.948730
	Iteration 15Q: 3 clusters Score -537007.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -537039.562500 Penalty: 4169.948730
	Iteration 16Q: 3 clusters Score -537039.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -537066.062500 Penalty: 4169.948730
	Iteration 17Q: 3 clusters Score -537066.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -537085.625000 Penalty: 4169.948730
	Iteration 18Q: 3 clusters Score -537085.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -537100.312500 Penalty: 4169.948730
	Iteration 19Q: 3 clusters Score -537100.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -537113.812500 Penalty: 4169.948730
	Iteration 20F: 3 clusters Score -537113.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -537121.437500 Penalty: 4169.948730
	Iteration 21Q: 3 clusters Score -537121.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -537129.937500 Penalty: 4169.948730
	Iteration 22Q: 3 clusters Score -537129.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -537134.562500 Penalty: 4169.948730
	Iteration 23Q: 3 clusters Score -537134.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -537140.625000 Penalty: 4169.948730
	Iteration 24Q: 3 clusters Score -537140.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -537144.562500 Penalty: 4169.948730
	Iteration 25Q: 3 clusters Score -537144.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -537149.437500 Penalty: 4169.948730
	Iteration 26Q: 3 clusters Score -537149.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -537152.437500 Penalty: 4169.948730
	Iteration 27Q: 3 clusters Score -537152.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -537154.312500 Penalty: 4169.948730
	Iteration 28Q: 3 clusters Score -537154.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -537156.812500 Penalty: 4169.948730
	Iteration 29Q: 3 clusters Score -537156.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -537158.500000 Penalty: 4169.948730
	Iteration 30Q: 3 clusters Score -537158.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -537160.500000 Penalty: 4169.948730
	Iteration 31Q: 3 clusters Score -537160.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -537162.125000 Penalty: 4169.948730
	Iteration 32Q: 3 clusters Score -537162.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -537164.000000 Penalty: 4169.948730
	Iteration 33Q: 3 clusters Score -537164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -537165.875000 Penalty: 4169.948730
	Iteration 34Q: 3 clusters Score -537165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -537167.937500 Penalty: 4169.948730
	Iteration 35Q: 3 clusters Score -537167.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -537170.875000 Penalty: 4169.948730
	Iteration 36Q: 3 clusters Score -537170.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -537171.750000 Penalty: 4169.948730
	Iteration 37Q: 3 clusters Score -537171.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -537173.250000 Penalty: 4169.948730
	Iteration 38Q: 3 clusters Score -537173.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -537173.500000 Penalty: 4169.948730
	Iteration 39Q: 3 clusters Score -537173.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -537175.562500 Penalty: 4169.948730
	Iteration 40F: 3 clusters Score -537175.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -537176.750000 Penalty: 4169.948730
	Iteration 41Q: 3 clusters Score -537176.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -537176.750000 Penalty: 4169.948730
	Iteration 42F: 3 clusters Score -537176.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -299870.843750 Penalty: 1941.254639
	Iteration 0F: 2 clusters Score -299870.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -296899.718750 Penalty: 3882.509277
	Iteration 0F: 3 clusters Score -296899.7 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -297438.125000 Penalty: 3882.509277
	Iteration 1F: 3 clusters Score -297438.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -297582.781250 Penalty: 3882.509277
	Iteration 2F: 3 clusters Score -297582.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -297673.687500 Penalty: 3882.509277
	Iteration 3Q: 3 clusters Score -297673.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -297718.156250 Penalty: 3882.509277
	Iteration 4Q: 3 clusters Score -297718.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -297761.343750 Penalty: 3882.509277
	Iteration 5Q: 3 clusters Score -297761.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -297789.562500 Penalty: 3882.509277
	Iteration 6Q: 3 clusters Score -297789.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -297807.125000 Penalty: 3882.509277
	Iteration 7Q: 3 clusters Score -297807.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -297818.531250 Penalty: 3882.509277
	Iteration 8Q: 3 clusters Score -297818.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -297832.000000 Penalty: 3882.509277
	Iteration 9Q: 3 clusters Score -297832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -297839.437500 Penalty: 3882.509277
	Iteration 10Q: 3 clusters Score -297839.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -297848.562500 Penalty: 3882.509277
	Iteration 11Q: 3 clusters Score -297848.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -297855.343750 Penalty: 3882.509277
	Iteration 12Q: 3 clusters Score -297855.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -297857.062500 Penalty: 3882.509277
	Iteration 13Q: 3 clusters Score -297857.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -297859.281250 Penalty: 3882.509277
	Iteration 14Q: 3 clusters Score -297859.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -297861.250000 Penalty: 3882.509277
	Iteration 15Q: 3 clusters Score -297861.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -297862.406250 Penalty: 3882.509277
	Iteration 16Q: 3 clusters Score -297862.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -297864.593750 Penalty: 3882.509277
	Iteration 17Q: 3 clusters Score -297864.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -297866.468750 Penalty: 3882.509277
	Iteration 18Q: 3 clusters Score -297866.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -297867.281250 Penalty: 3882.509277
	Iteration 19Q: 3 clusters Score -297867.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -297867.718750 Penalty: 3882.509277
	Iteration 20F: 3 clusters Score -297867.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -297868.562500 Penalty: 3882.509277
	Iteration 21Q: 3 clusters Score -297868.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -297868.562500 Penalty: 3882.509277
	Iteration 22F: 3 clusters Score -297868.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Entering Unmasked Estep 
Score: -413174.906250 Penalty: 2031.482910
	Iteration 0F: 2 clusters Score -413174.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -409540.781250 Penalty: 4062.965820
	Iteration 0F: 3 clusters Score -409540.8 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -410380.687500 Penalty: 4062.965820
	Iteration 1F: 3 clusters Score -410380.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -410658.187500 Penalty: 4062.965820
	Iteration 2F: 3 clusters Score -410658.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -410823.343750 Penalty: 4062.965820
	Iteration 3F: 3 clusters Score -410823.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -410949.593750 Penalty: 4062.965820
	Iteration 4Q: 3 clusters Score -410949.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -411067.375000 Penalty: 4062.965820
	Iteration 5Q: 3 clusters Score -411067.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -411175.156250 Penalty: 4062.965820
	Iteration 6Q: 3 clusters Score -411175.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -411260.062500 Penalty: 4062.965820
	Iteration 7Q: 3 clusters Score -411260.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -411321.125000 Penalty: 4062.965820
	Iteration 8Q: 3 clusters Score -411321.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -411366.312500 Penalty: 4062.965820
	Iteration 9Q: 3 clusters Score -411366.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -411402.593750 Penalty: 4062.965820
	Iteration 10Q: 3 clusters Score -411402.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -411434.187500 Penalty: 4062.965820
	Iteration 11Q: 3 clusters Score -411434.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -411476.000000 Penalty: 4062.965820
	Iteration 12Q: 3 clusters Score -411476 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -411520.468750 Penalty: 4062.965820
	Iteration 13Q: 3 clusters Score -411520.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -411559.031250 Penalty: 4062.965820
	Iteration 14Q: 3 clusters Score -411559 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -411590.625000 Penalty: 4062.965820
	Iteration 15Q: 3 clusters Score -411590.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -411619.031250 Penalty: 4062.965820
	Iteration 16Q: 3 clusters Score -411619 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -411646.593750 Penalty: 4062.965820
	Iteration 17Q: 3 clusters Score -411646.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -411665.187500 Penalty: 4062.965820
	Iteration 18Q: 3 clusters Score -411665.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -411675.531250 Penalty: 4062.965820
	Iteration 19Q: 3 clusters Score -411675.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -411682.031250 Penalty: 4062.965820
	Iteration 20F: 3 clusters Score -411682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -411688.718750 Penalty: 4062.965820
	Iteration 21Q: 3 clusters Score -411688.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -411692.281250 Penalty: 4062.965820
	Iteration 22Q: 3 clusters Score -411692.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -411694.343750 Penalty: 4062.965820
	Iteration 23Q: 3 clusters Score -411694.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -411695.906250 Penalty: 4062.965820
	Iteration 24Q: 3 clusters Score -411695.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -411697.687500 Penalty: 4062.965820
	Iteration 25Q: 3 clusters Score -411697.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -411698.437500 Penalty: 4062.965820
	Iteration 26Q: 3 clusters Score -411698.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -411699.937500 Penalty: 4062.965820
	Iteration 27Q: 3 clusters Score -411699.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -411700.968750 Penalty: 4062.965820
	Iteration 28Q: 3 clusters Score -411701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -411704.218750 Penalty: 4062.965820
	Iteration 29Q: 3 clusters Score -411704.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -411704.250000 Penalty: 4062.965820
	Iteration 30Q: 3 clusters Score -411704.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -411705.812500 Penalty: 4062.965820
	Iteration 31Q: 3 clusters Score -411705.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -411707.375000 Penalty: 4062.965820
	Iteration 32Q: 3 clusters Score -411707.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -411707.562500 Penalty: 4062.965820
	Iteration 33Q: 3 clusters Score -411707.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -411707.562500 Penalty: 4062.965820
	Iteration 34Q: 3 clusters Score -411707.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -411709.125000 Penalty: 4062.965820
	Iteration 35Q: 3 clusters Score -411709.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -411709.125000 Penalty: 4062.965820
	Iteration 36F: 3 clusters Score -411709.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Entering Unmasked Estep 
Score: -5259791.500000 Penalty: 2657.302246
	Iteration 0F: 2 clusters Score -5259792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -5229438.000000 Penalty: 5314.604492
	Iteration 0F: 3 clusters Score -5229438 nChanged 20705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -5240475.500000 Penalty: 5314.604492
	Iteration 1F: 3 clusters Score -5240476 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -5241030.500000 Penalty: 5314.604492
	Iteration 2Q: 3 clusters Score -5241030 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -5241476.500000 Penalty: 5314.604492
	Iteration 3Q: 3 clusters Score -5241476 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -5241973.500000 Penalty: 5314.604492
	Iteration 4Q: 3 clusters Score -5241974 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -5242716.000000 Penalty: 5314.604492
	Iteration 5Q: 3 clusters Score -5242716 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -5243893.000000 Penalty: 5314.604492
	Iteration 6Q: 3 clusters Score -5243893 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -5245674.500000 Penalty: 5314.604492
	Iteration 7F: 3 clusters Score -5245674 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -5248250.000000 Penalty: 5314.604492
	Iteration 8F: 3 clusters Score -5248250 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -5251357.500000 Penalty: 5314.604492
	Iteration 9F: 3 clusters Score -5251358 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -5254190.000000 Penalty: 5314.604492
	Iteration 10F: 3 clusters Score -5254190 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -5255977.000000 Penalty: 5314.604492
	Iteration 11Q: 3 clusters Score -5255977 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -5256830.000000 Penalty: 5314.604492
	Iteration 12Q: 3 clusters Score -5256830 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -5257160.500000 Penalty: 5314.604492
	Iteration 13Q: 3 clusters Score -5257160 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -5257257.000000 Penalty: 5314.604492
	Iteration 14Q: 3 clusters Score -5257257 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -5257329.000000 Penalty: 5314.604492
	Iteration 15Q: 3 clusters Score -5257329 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -5257377.500000 Penalty: 5314.604492
	Iteration 16Q: 3 clusters Score -5257378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -5257409.000000 Penalty: 5314.604492
	Iteration 17Q: 3 clusters Score -5257409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -5257428.500000 Penalty: 5314.604492
	Iteration 18Q: 3 clusters Score -5257428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -5257449.000000 Penalty: 5314.604492
	Iteration 19Q: 3 clusters Score -5257449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -5257458.500000 Penalty: 5314.604492
	Iteration 20F: 3 clusters Score -5257458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -5257462.500000 Penalty: 5314.604492
	Iteration 21Q: 3 clusters Score -5257462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -5257461.500000 Penalty: 5314.604492
	Iteration 22Q: 3 clusters Score -5257462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -5257466.500000 Penalty: 5314.604492
	Iteration 23Q: 3 clusters Score -5257466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -5257465.500000 Penalty: 5314.604492
	Iteration 24Q: 3 clusters Score -5257466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -5257466.000000 Penalty: 5314.604492
	Iteration 25Q: 3 clusters Score -5257466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -5257466.000000 Penalty: 5314.604492
	Iteration 26F: 3 clusters Score -5257466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Entering Unmasked Estep 
Score: -701789.750000 Penalty: 2166.250732
	Iteration 0F: 2 clusters Score -701789.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -696538.812500 Penalty: 4332.501465
	Iteration 0F: 3 clusters Score -696538.8 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -697967.500000 Penalty: 4332.501465
	Iteration 1F: 3 clusters Score -697967.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -698274.250000 Penalty: 4332.501465
	Iteration 2F: 3 clusters Score -698274.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -698521.125000 Penalty: 4332.501465
	Iteration 3F: 3 clusters Score -698521.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -698690.000000 Penalty: 4332.501465
	Iteration 4Q: 3 clusters Score -698690 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -698835.500000 Penalty: 4332.501465
	Iteration 5Q: 3 clusters Score -698835.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -698956.500000 Penalty: 4332.501465
	Iteration 6Q: 3 clusters Score -698956.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -699040.437500 Penalty: 4332.501465
	Iteration 7Q: 3 clusters Score -699040.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -699123.187500 Penalty: 4332.501465
	Iteration 8Q: 3 clusters Score -699123.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -699209.875000 Penalty: 4332.501465
	Iteration 9Q: 3 clusters Score -699209.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -699284.500000 Penalty: 4332.501465
	Iteration 10Q: 3 clusters Score -699284.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -699382.937500 Penalty: 4332.501465
	Iteration 11Q: 3 clusters Score -699382.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -699485.437500 Penalty: 4332.501465
	Iteration 12Q: 3 clusters Score -699485.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -699587.437500 Penalty: 4332.501465
	Iteration 13Q: 3 clusters Score -699587.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -699695.687500 Penalty: 4332.501465
	Iteration 14Q: 3 clusters Score -699695.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -699815.312500 Penalty: 4332.501465
	Iteration 15Q: 3 clusters Score -699815.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -699925.750000 Penalty: 4332.501465
	Iteration 16Q: 3 clusters Score -699925.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -700030.500000 Penalty: 4332.501465
	Iteration 17Q: 3 clusters Score -700030.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -700124.187500 Penalty: 4332.501465
	Iteration 18Q: 3 clusters Score -700124.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -700216.000000 Penalty: 4332.501465
	Iteration 19Q: 3 clusters Score -700216 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -700312.687500 Penalty: 4332.501465
	Iteration 20F: 3 clusters Score -700312.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -700402.937500 Penalty: 4332.501465
	Iteration 21Q: 3 clusters Score -700402.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -700476.812500 Penalty: 4332.501465
	Iteration 22Q: 3 clusters Score -700476.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -700562.375000 Penalty: 4332.501465
	Iteration 23Q: 3 clusters Score -700562.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -700648.187500 Penalty: 4332.501465
	Iteration 24Q: 3 clusters Score -700648.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -700734.375000 Penalty: 4332.501465
	Iteration 25Q: 3 clusters Score -700734.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -700812.500000 Penalty: 4332.501465
	Iteration 26Q: 3 clusters Score -700812.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -700906.750000 Penalty: 4332.501465
	Iteration 27Q: 3 clusters Score -700906.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -700976.062500 Penalty: 4332.501465
	Iteration 28Q: 3 clusters Score -700976.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -701024.750000 Penalty: 4332.501465
	Iteration 29Q: 3 clusters Score -701024.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -701063.687500 Penalty: 4332.501465
	Iteration 30Q: 3 clusters Score -701063.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -701094.625000 Penalty: 4332.501465
	Iteration 31Q: 3 clusters Score -701094.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -701116.062500 Penalty: 4332.501465
	Iteration 32Q: 3 clusters Score -701116.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -701126.312500 Penalty: 4332.501465
	Iteration 33Q: 3 clusters Score -701126.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -701128.687500 Penalty: 4332.501465
	Iteration 34Q: 3 clusters Score -701128.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -701130.125000 Penalty: 4332.501465
	Iteration 35Q: 3 clusters Score -701130.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -701130.125000 Penalty: 4332.501465
	Iteration 36F: 3 clusters Score -701130.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Entering Unmasked Estep 
Score: -132868.562500 Penalty: 1749.503540
	Iteration 0F: 2 clusters Score -132868.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -130812.460938 Penalty: 3499.007080
	Iteration 0F: 3 clusters Score -130812.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -131100.093750 Penalty: 3499.007080
	Iteration 1F: 3 clusters Score -131100.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -131198.687500 Penalty: 3499.007080
	Iteration 2F: 3 clusters Score -131198.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -131242.906250 Penalty: 3499.007080
	Iteration 3Q: 3 clusters Score -131242.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -131272.906250 Penalty: 3499.007080
	Iteration 4Q: 3 clusters Score -131272.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -131292.406250 Penalty: 3499.007080
	Iteration 5Q: 3 clusters Score -131292.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -131303.828125 Penalty: 3499.007080
	Iteration 6Q: 3 clusters Score -131303.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -131310.625000 Penalty: 3499.007080
	Iteration 7Q: 3 clusters Score -131310.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -131315.171875 Penalty: 3499.007080
	Iteration 8Q: 3 clusters Score -131315.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -131318.421875 Penalty: 3499.007080
	Iteration 9Q: 3 clusters Score -131318.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -131323.078125 Penalty: 3499.007080
	Iteration 10Q: 3 clusters Score -131323.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -131326.750000 Penalty: 3499.007080
	Iteration 11Q: 3 clusters Score -131326.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -131326.750000 Penalty: 3499.007080
	Iteration 12F: 3 clusters Score -131326.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Entering Unmasked Estep 
Score: -202539.250000 Penalty: 1845.883423
	Iteration 0F: 2 clusters Score -202539.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -200120.812500 Penalty: 3691.766846
	Iteration 0F: 3 clusters Score -200120.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -200745.093750 Penalty: 3691.766846
	Iteration 1F: 3 clusters Score -200745.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -201132.765625 Penalty: 3691.766846
	Iteration 2F: 3 clusters Score -201132.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -201392.125000 Penalty: 3691.766846
	Iteration 3F: 3 clusters Score -201392.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -201563.187500 Penalty: 3691.766846
	Iteration 4F: 3 clusters Score -201563.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -201724.578125 Penalty: 3691.766846
	Iteration 5F: 3 clusters Score -201724.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -201862.921875 Penalty: 3691.766846
	Iteration 6F: 3 clusters Score -201862.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -201966.921875 Penalty: 3691.766846
	Iteration 7Q: 3 clusters Score -201966.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -202036.187500 Penalty: 3691.766846
	Iteration 8Q: 3 clusters Score -202036.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -202089.265625 Penalty: 3691.766846
	Iteration 9Q: 3 clusters Score -202089.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -202125.015625 Penalty: 3691.766846
	Iteration 10Q: 3 clusters Score -202125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -202155.875000 Penalty: 3691.766846
	Iteration 11Q: 3 clusters Score -202155.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -202168.406250 Penalty: 3691.766846
	Iteration 12Q: 3 clusters Score -202168.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -202172.609375 Penalty: 3691.766846
	Iteration 13Q: 3 clusters Score -202172.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -202172.609375 Penalty: 3691.766846
	Iteration 14F: 3 clusters Score -202172.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Entering Unmasked Estep 
Score: -296507.781250 Penalty: 1944.006836
	Iteration 0F: 2 clusters Score -296507.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -293516.281250 Penalty: 3888.013672
	Iteration 0F: 3 clusters Score -293516.3 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -294065.718750 Penalty: 3888.013672
	Iteration 1F: 3 clusters Score -294065.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -294231.218750 Penalty: 3888.013672
	Iteration 2F: 3 clusters Score -294231.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -294328.281250 Penalty: 3888.013672
	Iteration 3Q: 3 clusters Score -294328.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -294390.656250 Penalty: 3888.013672
	Iteration 4Q: 3 clusters Score -294390.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -294438.031250 Penalty: 3888.013672
	Iteration 5Q: 3 clusters Score -294438 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -294472.406250 Penalty: 3888.013672
	Iteration 6Q: 3 clusters Score -294472.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -294500.937500 Penalty: 3888.013672
	Iteration 7Q: 3 clusters Score -294500.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -294527.843750 Penalty: 3888.013672
	Iteration 8Q: 3 clusters Score -294527.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -294563.218750 Penalty: 3888.013672
	Iteration 9Q: 3 clusters Score -294563.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -294605.187500 Penalty: 3888.013672
	Iteration 10Q: 3 clusters Score -294605.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -294642.562500 Penalty: 3888.013672
	Iteration 11Q: 3 clusters Score -294642.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -294690.437500 Penalty: 3888.013672
	Iteration 12Q: 3 clusters Score -294690.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -294726.781250 Penalty: 3888.013672
	Iteration 13Q: 3 clusters Score -294726.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -294760.593750 Penalty: 3888.013672
	Iteration 14Q: 3 clusters Score -294760.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -294800.031250 Penalty: 3888.013672
	Iteration 15Q: 3 clusters Score -294800 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -294852.468750 Penalty: 3888.013672
	Iteration 16Q: 3 clusters Score -294852.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -294897.843750 Penalty: 3888.013672
	Iteration 17Q: 3 clusters Score -294897.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -294938.406250 Penalty: 3888.013672
	Iteration 18Q: 3 clusters Score -294938.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -294972.000000 Penalty: 3888.013672
	Iteration 19Q: 3 clusters Score -294972 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -294997.906250 Penalty: 3888.013672
	Iteration 20F: 3 clusters Score -294997.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -295019.687500 Penalty: 3888.013672
	Iteration 21Q: 3 clusters Score -295019.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -295039.593750 Penalty: 3888.013672
	Iteration 22Q: 3 clusters Score -295039.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -295056.437500 Penalty: 3888.013672
	Iteration 23Q: 3 clusters Score -295056.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -295080.406250 Penalty: 3888.013672
	Iteration 24Q: 3 clusters Score -295080.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -295114.593750 Penalty: 3888.013672
	Iteration 25Q: 3 clusters Score -295114.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -295143.531250 Penalty: 3888.013672
	Iteration 26Q: 3 clusters Score -295143.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -295164.468750 Penalty: 3888.013672
	Iteration 27Q: 3 clusters Score -295164.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -295180.125000 Penalty: 3888.013672
	Iteration 28Q: 3 clusters Score -295180.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -295191.781250 Penalty: 3888.013672
	Iteration 29Q: 3 clusters Score -295191.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -295200.906250 Penalty: 3888.013672
	Iteration 30Q: 3 clusters Score -295200.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -295210.843750 Penalty: 3888.013672
	Iteration 31Q: 3 clusters Score -295210.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -295221.093750 Penalty: 3888.013672
	Iteration 32Q: 3 clusters Score -295221.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -295226.218750 Penalty: 3888.013672
	Iteration 33Q: 3 clusters Score -295226.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -295230.562500 Penalty: 3888.013672
	Iteration 34Q: 3 clusters Score -295230.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -295233.156250 Penalty: 3888.013672
	Iteration 35Q: 3 clusters Score -295233.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -295237.000000 Penalty: 3888.013672
	Iteration 36Q: 3 clusters Score -295237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -295239.812500 Penalty: 3888.013672
	Iteration 37Q: 3 clusters Score -295239.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -295243.156250 Penalty: 3888.013672
	Iteration 38Q: 3 clusters Score -295243.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -295248.437500 Penalty: 3888.013672
	Iteration 39Q: 3 clusters Score -295248.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -295254.687500 Penalty: 3888.013672
	Iteration 40F: 3 clusters Score -295254.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -295260.843750 Penalty: 3888.013672
	Iteration 41Q: 3 clusters Score -295260.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -295266.437500 Penalty: 3888.013672
	Iteration 42Q: 3 clusters Score -295266.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -295271.187500 Penalty: 3888.013672
	Iteration 43Q: 3 clusters Score -295271.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -295274.437500 Penalty: 3888.013672
	Iteration 44Q: 3 clusters Score -295274.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -295276.593750 Penalty: 3888.013672
	Iteration 45Q: 3 clusters Score -295276.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -295278.218750 Penalty: 3888.013672
	Iteration 46Q: 3 clusters Score -295278.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -295280.187500 Penalty: 3888.013672
	Iteration 47Q: 3 clusters Score -295280.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -295280.250000 Penalty: 3888.013672
	Iteration 48Q: 3 clusters Score -295280.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -295280.250000 Penalty: 3888.013672
	Iteration 49F: 3 clusters Score -295280.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Entering Unmasked Estep 
Score: -687911.687500 Penalty: 2144.802246
	Iteration 0F: 2 clusters Score -687911.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -682923.187500 Penalty: 4289.604492
	Iteration 0F: 3 clusters Score -682923.2 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -684213.812500 Penalty: 4289.604492
	Iteration 1F: 3 clusters Score -684213.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -684551.500000 Penalty: 4289.604492
	Iteration 2F: 3 clusters Score -684551.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -684856.562500 Penalty: 4289.604492
	Iteration 3F: 3 clusters Score -684856.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -685216.625000 Penalty: 4289.604492
	Iteration 4F: 3 clusters Score -685216.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -685693.250000 Penalty: 4289.604492
	Iteration 5F: 3 clusters Score -685693.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -686163.875000 Penalty: 4289.604492
	Iteration 6F: 3 clusters Score -686163.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -686512.000000 Penalty: 4289.604492
	Iteration 7F: 3 clusters Score -686512 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -686708.062500 Penalty: 4289.604492
	Iteration 8Q: 3 clusters Score -686708.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -686798.625000 Penalty: 4289.604492
	Iteration 9Q: 3 clusters Score -686798.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -686848.687500 Penalty: 4289.604492
	Iteration 10Q: 3 clusters Score -686848.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -686882.000000 Penalty: 4289.604492
	Iteration 11Q: 3 clusters Score -686882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -686900.937500 Penalty: 4289.604492
	Iteration 12Q: 3 clusters Score -686900.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -686905.562500 Penalty: 4289.604492
	Iteration 13Q: 3 clusters Score -686905.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -686909.312500 Penalty: 4289.604492
	Iteration 14Q: 3 clusters Score -686909.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -686914.187500 Penalty: 4289.604492
	Iteration 15Q: 3 clusters Score -686914.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -686914.125000 Penalty: 4289.604492
	Iteration 16Q: 3 clusters Score -686914.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -686913.937500 Penalty: 4289.604492
	Iteration 17Q: 3 clusters Score -686913.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -686913.937500 Penalty: 4289.604492
	Iteration 18F: 3 clusters Score -686913.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Entering Unmasked Estep 
Score: -865431.000000 Penalty: 2202.695312
	Iteration 0F: 2 clusters Score -865431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -859546.500000 Penalty: 4405.390625
	Iteration 0F: 3 clusters Score -859546.5 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -861082.562500 Penalty: 4405.390625
	Iteration 1F: 3 clusters Score -861082.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -861441.937500 Penalty: 4405.390625
	Iteration 2F: 3 clusters Score -861441.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -861804.125000 Penalty: 4405.390625
	Iteration 3F: 3 clusters Score -861804.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -862171.000000 Penalty: 4405.390625
	Iteration 4F: 3 clusters Score -862171 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -862500.687500 Penalty: 4405.390625
	Iteration 5F: 3 clusters Score -862500.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -862796.937500 Penalty: 4405.390625
	Iteration 6F: 3 clusters Score -862796.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -863075.750000 Penalty: 4405.390625
	Iteration 7F: 3 clusters Score -863075.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -863341.437500 Penalty: 4405.390625
	Iteration 8Q: 3 clusters Score -863341.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -863571.250000 Penalty: 4405.390625
	Iteration 9Q: 3 clusters Score -863571.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -863773.875000 Penalty: 4405.390625
	Iteration 10Q: 3 clusters Score -863773.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -863948.187500 Penalty: 4405.390625
	Iteration 11Q: 3 clusters Score -863948.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -864100.875000 Penalty: 4405.390625
	Iteration 12Q: 3 clusters Score -864100.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -864200.187500 Penalty: 4405.390625
	Iteration 13Q: 3 clusters Score -864200.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -864273.812500 Penalty: 4405.390625
	Iteration 14Q: 3 clusters Score -864273.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -864339.500000 Penalty: 4405.390625
	Iteration 15Q: 3 clusters Score -864339.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -864405.250000 Penalty: 4405.390625
	Iteration 16Q: 3 clusters Score -864405.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -864458.562500 Penalty: 4405.390625
	Iteration 17Q: 3 clusters Score -864458.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -864496.687500 Penalty: 4405.390625
	Iteration 18Q: 3 clusters Score -864496.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -864523.937500 Penalty: 4405.390625
	Iteration 19Q: 3 clusters Score -864523.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -864543.125000 Penalty: 4405.390625
	Iteration 20F: 3 clusters Score -864543.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -864556.000000 Penalty: 4405.390625
	Iteration 21Q: 3 clusters Score -864556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -864566.937500 Penalty: 4405.390625
	Iteration 22Q: 3 clusters Score -864566.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -864575.062500 Penalty: 4405.390625
	Iteration 23Q: 3 clusters Score -864575.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -864579.125000 Penalty: 4405.390625
	Iteration 24Q: 3 clusters Score -864579.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -864583.937500 Penalty: 4405.390625
	Iteration 25Q: 3 clusters Score -864583.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -864584.937500 Penalty: 4405.390625
	Iteration 26Q: 3 clusters Score -864584.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -864584.937500 Penalty: 4405.390625
	Iteration 27F: 3 clusters Score -864584.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Entering Unmasked Estep 
Score: -177376.140625 Penalty: 1818.751709
	Iteration 0F: 2 clusters Score -177376.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -175051.875000 Penalty: 3637.503418
	Iteration 0F: 3 clusters Score -175051.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -175453.093750 Penalty: 3637.503418
	Iteration 1F: 3 clusters Score -175453.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -175544.062500 Penalty: 3637.503418
	Iteration 2F: 3 clusters Score -175544.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -175598.156250 Penalty: 3637.503418
	Iteration 3Q: 3 clusters Score -175598.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -175629.218750 Penalty: 3637.503418
	Iteration 4Q: 3 clusters Score -175629.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -175660.750000 Penalty: 3637.503418
	Iteration 5Q: 3 clusters Score -175660.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -175680.953125 Penalty: 3637.503418
	Iteration 6Q: 3 clusters Score -175681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -175692.937500 Penalty: 3637.503418
	Iteration 7Q: 3 clusters Score -175692.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -175716.984375 Penalty: 3637.503418
	Iteration 8Q: 3 clusters Score -175717 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -175737.703125 Penalty: 3637.503418
	Iteration 9Q: 3 clusters Score -175737.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -175750.250000 Penalty: 3637.503418
	Iteration 10Q: 3 clusters Score -175750.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -175758.656250 Penalty: 3637.503418
	Iteration 11Q: 3 clusters Score -175758.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -175763.390625 Penalty: 3637.503418
	Iteration 12Q: 3 clusters Score -175763.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -175767.515625 Penalty: 3637.503418
	Iteration 13Q: 3 clusters Score -175767.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -175770.390625 Penalty: 3637.503418
	Iteration 14Q: 3 clusters Score -175770.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -175776.484375 Penalty: 3637.503418
	Iteration 15Q: 3 clusters Score -175776.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -175782.703125 Penalty: 3637.503418
	Iteration 16Q: 3 clusters Score -175782.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -175786.312500 Penalty: 3637.503418
	Iteration 17Q: 3 clusters Score -175786.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -175789.640625 Penalty: 3637.503418
	Iteration 18Q: 3 clusters Score -175789.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -175794.500000 Penalty: 3637.503418
	Iteration 19Q: 3 clusters Score -175794.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -175797.765625 Penalty: 3637.503418
	Iteration 20F: 3 clusters Score -175797.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Entering Unmasked Estep 
Score: -1757593.000000 Penalty: 2377.982666
	Iteration 0F: 2 clusters Score -1757593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1746972.750000 Penalty: 4755.965332
	Iteration 0F: 3 clusters Score -1746973 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1750300.250000 Penalty: 4755.965332
	Iteration 1F: 3 clusters Score -1750300 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1750657.625000 Penalty: 4755.965332
	Iteration 2F: 3 clusters Score -1750658 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1750948.500000 Penalty: 4755.965332
	Iteration 3Q: 3 clusters Score -1750948 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1751155.250000 Penalty: 4755.965332
	Iteration 4Q: 3 clusters Score -1751155 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1751328.000000 Penalty: 4755.965332
	Iteration 5Q: 3 clusters Score -1751328 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1751493.250000 Penalty: 4755.965332
	Iteration 6Q: 3 clusters Score -1751493 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1751636.125000 Penalty: 4755.965332
	Iteration 7Q: 3 clusters Score -1751636 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1751742.125000 Penalty: 4755.965332
	Iteration 8Q: 3 clusters Score -1751742 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1751837.375000 Penalty: 4755.965332
	Iteration 9Q: 3 clusters Score -1751837 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1751915.875000 Penalty: 4755.965332
	Iteration 10Q: 3 clusters Score -1751916 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1751984.500000 Penalty: 4755.965332
	Iteration 11Q: 3 clusters Score -1751984 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1752044.250000 Penalty: 4755.965332
	Iteration 12Q: 3 clusters Score -1752044 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1752119.125000 Penalty: 4755.965332
	Iteration 13Q: 3 clusters Score -1752119 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1752184.500000 Penalty: 4755.965332
	Iteration 14Q: 3 clusters Score -1752184 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1752262.750000 Penalty: 4755.965332
	Iteration 15Q: 3 clusters Score -1752263 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1752347.500000 Penalty: 4755.965332
	Iteration 16Q: 3 clusters Score -1752348 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1752438.750000 Penalty: 4755.965332
	Iteration 17Q: 3 clusters Score -1752439 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1752538.375000 Penalty: 4755.965332
	Iteration 18Q: 3 clusters Score -1752538 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1752663.625000 Penalty: 4755.965332
	Iteration 19Q: 3 clusters Score -1752664 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1752823.500000 Penalty: 4755.965332
	Iteration 20F: 3 clusters Score -1752824 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1752994.625000 Penalty: 4755.965332
	Iteration 21Q: 3 clusters Score -1752995 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1753161.750000 Penalty: 4755.965332
	Iteration 22Q: 3 clusters Score -1753162 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1753331.875000 Penalty: 4755.965332
	Iteration 23Q: 3 clusters Score -1753332 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1753494.000000 Penalty: 4755.965332
	Iteration 24Q: 3 clusters Score -1753494 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1753623.500000 Penalty: 4755.965332
	Iteration 25Q: 3 clusters Score -1753624 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1753724.000000 Penalty: 4755.965332
	Iteration 26Q: 3 clusters Score -1753724 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1753783.375000 Penalty: 4755.965332
	Iteration 27Q: 3 clusters Score -1753783 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1753831.375000 Penalty: 4755.965332
	Iteration 28Q: 3 clusters Score -1753831 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1753871.625000 Penalty: 4755.965332
	Iteration 29Q: 3 clusters Score -1753872 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1753905.750000 Penalty: 4755.965332
	Iteration 30Q: 3 clusters Score -1753906 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1753937.250000 Penalty: 4755.965332
	Iteration 31Q: 3 clusters Score -1753937 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1753950.750000 Penalty: 4755.965332
	Iteration 32Q: 3 clusters Score -1753951 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1753977.000000 Penalty: 4755.965332
	Iteration 33Q: 3 clusters Score -1753977 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1753993.125000 Penalty: 4755.965332
	Iteration 34Q: 3 clusters Score -1753993 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1754010.000000 Penalty: 4755.965332
	Iteration 35Q: 3 clusters Score -1754010 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1754018.000000 Penalty: 4755.965332
	Iteration 36Q: 3 clusters Score -1754018 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1754033.375000 Penalty: 4755.965332
	Iteration 37Q: 3 clusters Score -1754033 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1754047.500000 Penalty: 4755.965332
	Iteration 38Q: 3 clusters Score -1754048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1754052.750000 Penalty: 4755.965332
	Iteration 39Q: 3 clusters Score -1754053 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1754058.750000 Penalty: 4755.965332
	Iteration 40F: 3 clusters Score -1754059 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1754067.875000 Penalty: 4755.965332
	Iteration 41Q: 3 clusters Score -1754068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1754068.875000 Penalty: 4755.965332
	Iteration 42Q: 3 clusters Score -1754069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1754073.500000 Penalty: 4755.965332
	Iteration 43Q: 3 clusters Score -1754074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1754077.125000 Penalty: 4755.965332
	Iteration 44Q: 3 clusters Score -1754077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1754079.125000 Penalty: 4755.965332
	Iteration 45Q: 3 clusters Score -1754079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1754080.375000 Penalty: 4755.965332
	Iteration 46Q: 3 clusters Score -1754080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1754079.375000 Penalty: 4755.965332
	Iteration 47Q: 3 clusters Score -1754079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1754087.625000 Penalty: 4755.965332
	Iteration 48Q: 3 clusters Score -1754088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1754090.875000 Penalty: 4755.965332
	Iteration 49Q: 3 clusters Score -1754091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1754096.000000 Penalty: 4755.965332
	Iteration 50Q: 3 clusters Score -1754096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1754098.375000 Penalty: 4755.965332
	Iteration 51Q: 3 clusters Score -1754098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1754098.750000 Penalty: 4755.965332
	Iteration 52Q: 3 clusters Score -1754099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1754094.000000 Penalty: 4755.965332
	Iteration 53Q: 3 clusters Score -1754094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1754095.875000 Penalty: 4755.965332
	Iteration 54Q: 3 clusters Score -1754096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1754098.125000 Penalty: 4755.965332
	Iteration 55Q: 3 clusters Score -1754098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1754099.250000 Penalty: 4755.965332
	Iteration 56Q: 3 clusters Score -1754099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1754098.250000 Penalty: 4755.965332
	Iteration 57Q: 3 clusters Score -1754098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1754103.375000 Penalty: 4755.965332
	Iteration 58Q: 3 clusters Score -1754103 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1754112.875000 Penalty: 4755.965332
	Iteration 59Q: 3 clusters Score -1754113 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1754119.125000 Penalty: 4755.965332
	Iteration 60F: 3 clusters Score -1754119 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1754125.500000 Penalty: 4755.965332
	Iteration 61Q: 3 clusters Score -1754126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1754139.500000 Penalty: 4755.965332
	Iteration 62Q: 3 clusters Score -1754140 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1754150.250000 Penalty: 4755.965332
	Iteration 63Q: 3 clusters Score -1754150 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1754160.125000 Penalty: 4755.965332
	Iteration 64Q: 3 clusters Score -1754160 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1754176.000000 Penalty: 4755.965332
	Iteration 65Q: 3 clusters Score -1754176 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1754183.125000 Penalty: 4755.965332
	Iteration 66Q: 3 clusters Score -1754183 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1754204.500000 Penalty: 4755.965332
	Iteration 67Q: 3 clusters Score -1754204 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1754243.875000 Penalty: 4755.965332
	Iteration 68Q: 3 clusters Score -1754244 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1754268.000000 Penalty: 4755.965332
	Iteration 69Q: 3 clusters Score -1754268 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1754291.500000 Penalty: 4755.965332
	Iteration 70Q: 3 clusters Score -1754292 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1754338.625000 Penalty: 4755.965332
	Iteration 71Q: 3 clusters Score -1754339 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1754399.000000 Penalty: 4755.965332
	Iteration 72Q: 3 clusters Score -1754399 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1754474.625000 Penalty: 4755.965332
	Iteration 73Q: 3 clusters Score -1754475 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1754539.125000 Penalty: 4755.965332
	Iteration 74Q: 3 clusters Score -1754539 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1754622.625000 Penalty: 4755.965332
	Iteration 75Q: 3 clusters Score -1754623 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1754693.750000 Penalty: 4755.965332
	Iteration 76Q: 3 clusters Score -1754694 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1754763.625000 Penalty: 4755.965332
	Iteration 77Q: 3 clusters Score -1754764 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1754831.125000 Penalty: 4755.965332
	Iteration 78Q: 3 clusters Score -1754831 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1754896.375000 Penalty: 4755.965332
	Iteration 79Q: 3 clusters Score -1754896 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1754946.625000 Penalty: 4755.965332
	Iteration 80F: 3 clusters Score -1754947 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1754994.750000 Penalty: 4755.965332
	Iteration 81Q: 3 clusters Score -1754995 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1755017.500000 Penalty: 4755.965332
	Iteration 82Q: 3 clusters Score -1755018 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1755039.875000 Penalty: 4755.965332
	Iteration 83Q: 3 clusters Score -1755040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1755053.375000 Penalty: 4755.965332
	Iteration 84Q: 3 clusters Score -1755053 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1755064.500000 Penalty: 4755.965332
	Iteration 85Q: 3 clusters Score -1755064 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1755080.125000 Penalty: 4755.965332
	Iteration 86Q: 3 clusters Score -1755080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1755089 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1755108.625000 Penalty: 4755.965332
	Iteration 88Q: 3 clusters Score -1755109 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1755126.500000 Penalty: 4755.965332
	Iteration 89Q: 3 clusters Score -1755126 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1755137.750000 Penalty: 4755.965332
	Iteration 90Q: 3 clusters Score -1755138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1755146.375000 Penalty: 4755.965332
	Iteration 91Q: 3 clusters Score -1755146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1755158.500000 Penalty: 4755.965332
	Iteration 92Q: 3 clusters Score -1755158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1755173.500000 Penalty: 4755.965332
	Iteration 93Q: 3 clusters Score -1755174 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1755178.000000 Penalty: 4755.965332
	Iteration 94Q: 3 clusters Score -1755178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1755191.500000 Penalty: 4755.965332
	Iteration 95Q: 3 clusters Score -1755192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1755195.500000 Penalty: 4755.965332
	Iteration 96Q: 3 clusters Score -1755196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1755207.750000 Penalty: 4755.965332
	Iteration 97Q: 3 clusters Score -1755208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1755217.875000 Penalty: 4755.965332
	Iteration 98Q: 3 clusters Score -1755218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1755222.250000 Penalty: 4755.965332
	Iteration 99Q: 3 clusters Score -1755222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1755230.750000 Penalty: 4755.965332
	Iteration 100F: 3 clusters Score -1755231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1755234.875000 Penalty: 4755.965332
	Iteration 101Q: 3 clusters Score -1755235 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1755240.625000 Penalty: 4755.965332
	Iteration 102Q: 3 clusters Score -1755241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1755244.125000 Penalty: 4755.965332
	Iteration 103Q: 3 clusters Score -1755244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1755248.875000 Penalty: 4755.965332
	Iteration 104Q: 3 clusters Score -1755249 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1755258 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1755258 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1755263 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1755267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1755273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1755271 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1755280 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1755281 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1755285 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1755288 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1755295 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1755298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1755302.250000 Penalty: 4755.965332
	Iteration 117Q: 3 clusters Score -1755302 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1755304.625000 Penalty: 4755.965332
	Iteration 118Q: 3 clusters Score -1755305 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1755307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1755310.375000 Penalty: 4755.965332
	Iteration 120F: 3 clusters Score -1755310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1755318.500000 Penalty: 4755.965332
	Iteration 121Q: 3 clusters Score -1755318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1755327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1755330.250000 Penalty: 4755.965332
	Iteration 123Q: 3 clusters Score -1755330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1755333.250000 Penalty: 4755.965332
	Iteration 124Q: 3 clusters Score -1755333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1755334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1755339.000000 Penalty: 4755.965332
	Iteration 126Q: 3 clusters Score -1755339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1755343.625000 Penalty: 4755.965332
	Iteration 127Q: 3 clusters Score -1755344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1755346.625000 Penalty: 4755.965332
	Iteration 128Q: 3 clusters Score -1755347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1755346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1755349.625000 Penalty: 4755.965332
	Iteration 130Q: 3 clusters Score -1755350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1755351.125000 Penalty: 4755.965332
	Iteration 131Q: 3 clusters Score -1755351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1755355.875000 Penalty: 4755.965332
	Iteration 132Q: 3 clusters Score -1755356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1755354.875000 Penalty: 4755.965332
	Iteration 133Q: 3 clusters Score -1755355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1755356.625000 Penalty: 4755.965332
	Iteration 134Q: 3 clusters Score -1755357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1755359.250000 Penalty: 4755.965332
	Iteration 135Q: 3 clusters Score -1755359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1755360 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1755363.000000 Penalty: 4755.965332
	Iteration 137Q: 3 clusters Score -1755363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1755366.750000 Penalty: 4755.965332
	Iteration 138Q: 3 clusters Score -1755367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
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Entering Unmasked Estep 
Score: -1755369.875000 Penalty: 4755.965332
	Iteration 139Q: 3 clusters Score -1755370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1755373.000000 Penalty: 4755.965332
	Iteration 140F: 3 clusters Score -1755373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1755373.375000 Penalty: 4755.965332
	Iteration 141Q: 3 clusters Score -1755373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1755379.000000 Penalty: 4755.965332
	Iteration 142Q: 3 clusters Score -1755379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1755382.000000 Penalty: 4755.965332
	Iteration 143Q: 3 clusters Score -1755382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1755381.625000 Penalty: 4755.965332
	Iteration 144Q: 3 clusters Score -1755382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1755385.625000 Penalty: 4755.965332
	Iteration 145Q: 3 clusters Score -1755386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1755384.875000 Penalty: 4755.965332
	Iteration 146Q: 3 clusters Score -1755385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1755390.250000 Penalty: 4755.965332
	Iteration 147Q: 3 clusters Score -1755390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1755393.625000 Penalty: 4755.965332
	Iteration 148Q: 3 clusters Score -1755394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1755396.875000 Penalty: 4755.965332
	Iteration 149Q: 3 clusters Score -1755397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1755398.375000 Penalty: 4755.965332
	Iteration 150Q: 3 clusters Score -1755398 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1755399.000000 Penalty: 4755.965332
	Iteration 151Q: 3 clusters Score -1755399 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1755400.125000 Penalty: 4755.965332
	Iteration 152Q: 3 clusters Score -1755400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1755403.250000 Penalty: 4755.965332
	Iteration 153Q: 3 clusters Score -1755403 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1755403 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1755404 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1755404 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1755399 nChanged 2
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Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1755399 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1755404 nChanged 2
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Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1755401.000000 Penalty: 4755.965332
	Iteration 160F: 3 clusters Score -1755401 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 1209 members 
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	Iteration 161Q: 3 clusters Score -1755404 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 1207 members 
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	Iteration 162Q: 3 clusters Score -1755403 nChanged 2
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Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 1205 members 
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	Iteration 163Q: 3 clusters Score -1755405 nChanged 2
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Mstep: Class 1 contains 13395 members 
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	Iteration 164Q: 3 clusters Score -1755404 nChanged 2
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Mstep: Class 1 contains 13397 members 
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	Iteration 165Q: 3 clusters Score -1755403 nChanged 4
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Mstep: Class 1 contains 13401 members 
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	Iteration 166Q: 3 clusters Score -1755410 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 1191 members 
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	Iteration 167Q: 3 clusters Score -1755411 nChanged 8
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Mstep: Class 1 contains 13415 members 
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	Iteration 168Q: 3 clusters Score -1755410 nChanged 6
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Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 1177 members 
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Score: -1755415.500000 Penalty: 4755.965332
	Iteration 169Q: 3 clusters Score -1755416 nChanged 11
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Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1755417 nChanged 9
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Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1755421.000000 Penalty: 4755.965332
	Iteration 171Q: 3 clusters Score -1755421 nChanged 7
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Mstep: Class 1 contains 13448 members 
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	Iteration 172Q: 3 clusters Score -1755424 nChanged 5
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Mstep: Class 1 contains 13453 members 
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	Iteration 173Q: 3 clusters Score -1755424 nChanged 5
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Mstep: Class 1 contains 13458 members 
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	Iteration 174Q: 3 clusters Score -1755424 nChanged 9
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Mstep: Class 1 contains 13467 members 
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Entering Unmasked Estep 
Score: -1755426.625000 Penalty: 4755.965332
	Iteration 175Q: 3 clusters Score -1755427 nChanged 16
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Mstep: Class 1 contains 13483 members 
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Score: -1755429.750000 Penalty: 4755.965332
	Iteration 176Q: 3 clusters Score -1755430 nChanged 6
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Mstep: Class 1 contains 13489 members 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1755431 nChanged 4
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Entering Unmasked Estep 
Score: -1755432.500000 Penalty: 4755.965332
	Iteration 178Q: 3 clusters Score -1755432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1755433.500000 Penalty: 4755.965332
	Iteration 179Q: 3 clusters Score -1755434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1755436.000000 Penalty: 4755.965332
	Iteration 180F: 3 clusters Score -1755436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1755441.375000 Penalty: 4755.965332
	Iteration 181Q: 3 clusters Score -1755441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1755441.625000 Penalty: 4755.965332
	Iteration 182Q: 3 clusters Score -1755442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1755441.000000 Penalty: 4755.965332
	Iteration 183Q: 3 clusters Score -1755441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1755442.000000 Penalty: 4755.965332
	Iteration 184Q: 3 clusters Score -1755442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1755442.000000 Penalty: 4755.965332
	Iteration 185F: 3 clusters Score -1755442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -67382.773438 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -67382.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -65766.453125 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -65766.45 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -66081.437500 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -66081.44 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66308.281250 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -66308.28 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -66564.882812 Penalty: 3223.894287
	Iteration 3F: 3 clusters Score -66564.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66697.289062 Penalty: 3223.894287
	Iteration 4Q: 3 clusters Score -66697.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66830.523438 Penalty: 3223.894287
	Iteration 5F: 3 clusters Score -66830.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -66970.617188 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -66970.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -67000.937500 Penalty: 3223.894287
	Iteration 7Q: 3 clusters Score -67000.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -67020.921875 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -67020.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -67032.039062 Penalty: 3223.894287
	Iteration 9Q: 3 clusters Score -67032.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -67038.984375 Penalty: 3223.894287
	Iteration 10Q: 3 clusters Score -67038.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -67048.265625 Penalty: 3223.894287
	Iteration 11Q: 3 clusters Score -67048.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -67056.484375 Penalty: 3223.894287
	Iteration 12Q: 3 clusters Score -67056.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -67065.210938 Penalty: 3223.894287
	Iteration 13Q: 3 clusters Score -67065.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -67076.359375 Penalty: 3223.894287
	Iteration 14Q: 3 clusters Score -67076.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -67091.140625 Penalty: 3223.894287
	Iteration 15Q: 3 clusters Score -67091.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -67106.640625 Penalty: 3223.894287
	Iteration 16Q: 3 clusters Score -67106.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -67116.609375 Penalty: 3223.894287
	Iteration 17Q: 3 clusters Score -67116.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -67133.429688 Penalty: 3223.894287
	Iteration 18Q: 3 clusters Score -67133.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -67154.593750 Penalty: 3223.894287
	Iteration 19Q: 3 clusters Score -67154.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -67172.789062 Penalty: 3223.894287
	Iteration 20F: 3 clusters Score -67172.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -67191.164062 Penalty: 3223.894287
	Iteration 21Q: 3 clusters Score -67191.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -67195.140625 Penalty: 3223.894287
	Iteration 22Q: 3 clusters Score -67195.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -67195.140625 Penalty: 3223.894287
	Iteration 23F: 3 clusters Score -67195.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Entering Unmasked Estep 
Score: -3155920.000000 Penalty: 2522.254150
	Iteration 0F: 2 clusters Score -3155920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -3137971.500000 Penalty: 5044.508301
	Iteration 0F: 3 clusters Score -3137972 nChanged 11667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -3144313.750000 Penalty: 5044.508301
	Iteration 1F: 3 clusters Score -3144314 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3144770.000000 Penalty: 5044.508301
	Iteration 2Q: 3 clusters Score -3144770 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -3145203.000000 Penalty: 5044.508301
	Iteration 3Q: 3 clusters Score -3145203 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -3145596.750000 Penalty: 5044.508301
	Iteration 4Q: 3 clusters Score -3145597 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -3146034.250000 Penalty: 5044.508301
	Iteration 5Q: 3 clusters Score -3146034 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -3146515.250000 Penalty: 5044.508301
	Iteration 6Q: 3 clusters Score -3146515 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -3147013.250000 Penalty: 5044.508301
	Iteration 7Q: 3 clusters Score -3147013 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -3147572.250000 Penalty: 5044.508301
	Iteration 8Q: 3 clusters Score -3147572 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -3148240.250000 Penalty: 5044.508301
	Iteration 9Q: 3 clusters Score -3148240 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -3148980.500000 Penalty: 5044.508301
	Iteration 10Q: 3 clusters Score -3148980 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -3149718.250000 Penalty: 5044.508301
	Iteration 11Q: 3 clusters Score -3149718 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -3150354.500000 Penalty: 5044.508301
	Iteration 12Q: 3 clusters Score -3150354 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -3150856.500000 Penalty: 5044.508301
	Iteration 13Q: 3 clusters Score -3150856 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -3151265.250000 Penalty: 5044.508301
	Iteration 14Q: 3 clusters Score -3151265 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -3151576.250000 Penalty: 5044.508301
	Iteration 15Q: 3 clusters Score -3151576 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -3151809.500000 Penalty: 5044.508301
	Iteration 16Q: 3 clusters Score -3151810 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -3151999.250000 Penalty: 5044.508301
	Iteration 17Q: 3 clusters Score -3151999 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -3152160.750000 Penalty: 5044.508301
	Iteration 18Q: 3 clusters Score -3152161 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -3152284.000000 Penalty: 5044.508301
	Iteration 19Q: 3 clusters Score -3152284 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -3152413.750000 Penalty: 5044.508301
	Iteration 20F: 3 clusters Score -3152414 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -3152519.750000 Penalty: 5044.508301
	Iteration 21Q: 3 clusters Score -3152520 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -3152640.500000 Penalty: 5044.508301
	Iteration 22Q: 3 clusters Score -3152640 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -3152728.000000 Penalty: 5044.508301
	Iteration 23Q: 3 clusters Score -3152728 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -3152835.250000 Penalty: 5044.508301
	Iteration 24Q: 3 clusters Score -3152835 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -3152930.000000 Penalty: 5044.508301
	Iteration 25Q: 3 clusters Score -3152930 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -3153027.250000 Penalty: 5044.508301
	Iteration 26Q: 3 clusters Score -3153027 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -3153130.250000 Penalty: 5044.508301
	Iteration 27Q: 3 clusters Score -3153130 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -3153210.250000 Penalty: 5044.508301
	Iteration 28Q: 3 clusters Score -3153210 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -3153265.750000 Penalty: 5044.508301
	Iteration 29Q: 3 clusters Score -3153266 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -3153327.500000 Penalty: 5044.508301
	Iteration 30Q: 3 clusters Score -3153328 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -3153383.750000 Penalty: 5044.508301
	Iteration 31Q: 3 clusters Score -3153384 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -3153424.750000 Penalty: 5044.508301
	Iteration 32Q: 3 clusters Score -3153425 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -3153451.750000 Penalty: 5044.508301
	Iteration 33Q: 3 clusters Score -3153452 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -3153487.750000 Penalty: 5044.508301
	Iteration 34Q: 3 clusters Score -3153488 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -3153511.000000 Penalty: 5044.508301
	Iteration 35Q: 3 clusters Score -3153511 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -3153533.250000 Penalty: 5044.508301
	Iteration 36Q: 3 clusters Score -3153533 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -3153535.750000 Penalty: 5044.508301
	Iteration 37Q: 3 clusters Score -3153536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -3153554.250000 Penalty: 5044.508301
	Iteration 38Q: 3 clusters Score -3153554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -3153570.250000 Penalty: 5044.508301
	Iteration 39Q: 3 clusters Score -3153570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -3153590.500000 Penalty: 5044.508301
	Iteration 40F: 3 clusters Score -3153590 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3153602.250000 Penalty: 5044.508301
	Iteration 41Q: 3 clusters Score -3153602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -3153615.500000 Penalty: 5044.508301
	Iteration 42Q: 3 clusters Score -3153616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -3153623.750000 Penalty: 5044.508301
	Iteration 43Q: 3 clusters Score -3153624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -3153634.250000 Penalty: 5044.508301
	Iteration 44Q: 3 clusters Score -3153634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -3153639.250000 Penalty: 5044.508301
	Iteration 45Q: 3 clusters Score -3153639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -3153643.250000 Penalty: 5044.508301
	Iteration 46Q: 3 clusters Score -3153643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -3153645.250000 Penalty: 5044.508301
	Iteration 47Q: 3 clusters Score -3153645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -3153650.750000 Penalty: 5044.508301
	Iteration 48Q: 3 clusters Score -3153651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -3153660.000000 Penalty: 5044.508301
	Iteration 49Q: 3 clusters Score -3153660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3153664.250000 Penalty: 5044.508301
	Iteration 50Q: 3 clusters Score -3153664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -3153665.250000 Penalty: 5044.508301
	Iteration 51Q: 3 clusters Score -3153665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -3153663.000000 Penalty: 5044.508301
	Iteration 52Q: 3 clusters Score -3153663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -3153667.000000 Penalty: 5044.508301
	Iteration 53Q: 3 clusters Score -3153667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -3153671.250000 Penalty: 5044.508301
	Iteration 54Q: 3 clusters Score -3153671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -3153675.750000 Penalty: 5044.508301
	Iteration 55Q: 3 clusters Score -3153676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -3153679.500000 Penalty: 5044.508301
	Iteration 56Q: 3 clusters Score -3153680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -3153684.750000 Penalty: 5044.508301
	Iteration 57Q: 3 clusters Score -3153685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -3153691.000000 Penalty: 5044.508301
	Iteration 58Q: 3 clusters Score -3153691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -3153691.750000 Penalty: 5044.508301
	Iteration 59Q: 3 clusters Score -3153692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -3153697.500000 Penalty: 5044.508301
	Iteration 60F: 3 clusters Score -3153698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -3153703.500000 Penalty: 5044.508301
	Iteration 61Q: 3 clusters Score -3153704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -3153700.750000 Penalty: 5044.508301
	Iteration 62Q: 3 clusters Score -3153701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -3153699.250000 Penalty: 5044.508301
	Iteration 63Q: 3 clusters Score -3153699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3153701.000000 Penalty: 5044.508301
	Iteration 64Q: 3 clusters Score -3153701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3153699.500000 Penalty: 5044.508301
	Iteration 65Q: 3 clusters Score -3153700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -3153704.000000 Penalty: 5044.508301
	Iteration 66Q: 3 clusters Score -3153704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -3153702.750000 Penalty: 5044.508301
	Iteration 67Q: 3 clusters Score -3153703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -3153702.750000 Penalty: 5044.508301
	Iteration 68F: 3 clusters Score -3153703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Entering Unmasked Estep 
Score: -208510.140625 Penalty: 1879.126221
	Iteration 0F: 2 clusters Score -208510.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -205959.734375 Penalty: 3758.252441
	Iteration 0F: 3 clusters Score -205959.7 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -206631.078125 Penalty: 3758.252441
	Iteration 1F: 3 clusters Score -206631.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -207010.015625 Penalty: 3758.252441
	Iteration 2F: 3 clusters Score -207010 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -207336.765625 Penalty: 3758.252441
	Iteration 3F: 3 clusters Score -207336.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -207592.296875 Penalty: 3758.252441
	Iteration 4F: 3 clusters Score -207592.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -207846.296875 Penalty: 3758.252441
	Iteration 5F: 3 clusters Score -207846.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -208073.875000 Penalty: 3758.252441
	Iteration 6F: 3 clusters Score -208073.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -208321.265625 Penalty: 3758.252441
	Iteration 7Q: 3 clusters Score -208321.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -208499.218750 Penalty: 3758.252441
	Iteration 8Q: 3 clusters Score -208499.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -208638.031250 Penalty: 3758.252441
	Iteration 9Q: 3 clusters Score -208638 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -208808.500000 Penalty: 3758.252441
	Iteration 10Q: 3 clusters Score -208808.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -208906.984375 Penalty: 3758.252441
	Iteration 11Q: 3 clusters Score -208907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -208918.281250 Penalty: 3758.252441
	Iteration 12Q: 3 clusters Score -208918.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -208921.203125 Penalty: 3758.252441
	Iteration 13Q: 3 clusters Score -208921.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -208922.671875 Penalty: 3758.252441
	Iteration 14Q: 3 clusters Score -208922.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -208928.031250 Penalty: 3758.252441
	Iteration 15Q: 3 clusters Score -208928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -208930.937500 Penalty: 3758.252441
	Iteration 16Q: 3 clusters Score -208930.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -208933.421875 Penalty: 3758.252441
	Iteration 17Q: 3 clusters Score -208933.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -208934.609375 Penalty: 3758.252441
	Iteration 18Q: 3 clusters Score -208934.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -208934.609375 Penalty: 3758.252441
	Iteration 19F: 3 clusters Score -208934.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 18860 members 
Mstep: Class 3 contains 4479 members 
Mstep: Class 4 contains 2509 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 6 contains 45023 members 
Mstep: Class 7 contains 6216 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 1708 members 
Mstep: Class 10 contains 2537 members 
Mstep: Class 11 contains 5701 members 
Mstep: Class 12 contains 7200 members 
Mstep: Class 13 contains 1531 members 
Mstep: Class 14 contains 14598 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 26118 members 
Mstep: Class 17 contains 1010 members 
Mstep: Class 18 contains 11552 members 
Mstep: Class 19 contains 46877 members 
Mstep: Class 20 contains 78337 members 
Mstep: Class 21 contains 943 members 
Mstep: Class 22 contains 215562 members 
Mstep: Class 23 contains 156023 members 
Entering Unmasked Estep 
Score: -80043008.000000 Penalty: 76631.320312
Splitting cluster 17 changes total score from -80043744.000000 to -80043008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (11552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Entering Unmasked Estep 
Score: -1386503.625000 Penalty: 2319.944336
	Iteration 0F: 2 clusters Score -1386504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1377824.750000 Penalty: 4639.888672
	Iteration 0F: 3 clusters Score -1377825 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1380344.125000 Penalty: 4639.888672
	Iteration 1F: 3 clusters Score -1380344 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1380635.500000 Penalty: 4639.888672
	Iteration 2F: 3 clusters Score -1380636 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1380870.625000 Penalty: 4639.888672
	Iteration 3Q: 3 clusters Score -1380871 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1381060.500000 Penalty: 4639.888672
	Iteration 4Q: 3 clusters Score -1381060 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1381255.500000 Penalty: 4639.888672
	Iteration 5Q: 3 clusters Score -1381256 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1381452.750000 Penalty: 4639.888672
	Iteration 6Q: 3 clusters Score -1381453 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1381706.875000 Penalty: 4639.888672
	Iteration 7Q: 3 clusters Score -1381707 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1382037.875000 Penalty: 4639.888672
	Iteration 8Q: 3 clusters Score -1382038 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1382452.375000 Penalty: 4639.888672
	Iteration 9Q: 3 clusters Score -1382452 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1382959.250000 Penalty: 4639.888672
	Iteration 10F: 3 clusters Score -1382959 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1383438.625000 Penalty: 4639.888672
	Iteration 11F: 3 clusters Score -1383439 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1383894.625000 Penalty: 4639.888672
	Iteration 12Q: 3 clusters Score -1383895 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1384296.125000 Penalty: 4639.888672
	Iteration 13Q: 3 clusters Score -1384296 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1384524.125000 Penalty: 4639.888672
	Iteration 14Q: 3 clusters Score -1384524 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1384657.250000 Penalty: 4639.888672
	Iteration 15Q: 3 clusters Score -1384657 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1384746.000000 Penalty: 4639.888672
	Iteration 16Q: 3 clusters Score -1384746 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1384807.250000 Penalty: 4639.888672
	Iteration 17Q: 3 clusters Score -1384807 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1384836.125000 Penalty: 4639.888672
	Iteration 18Q: 3 clusters Score -1384836 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1384859.375000 Penalty: 4639.888672
	Iteration 19Q: 3 clusters Score -1384859 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1384885.625000 Penalty: 4639.888672
	Iteration 20F: 3 clusters Score -1384886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1384900.500000 Penalty: 4639.888672
	Iteration 21Q: 3 clusters Score -1384900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1384915.125000 Penalty: 4639.888672
	Iteration 22Q: 3 clusters Score -1384915 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1384923.750000 Penalty: 4639.888672
	Iteration 23Q: 3 clusters Score -1384924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1384929.125000 Penalty: 4639.888672
	Iteration 24Q: 3 clusters Score -1384929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1384932.875000 Penalty: 4639.888672
	Iteration 25Q: 3 clusters Score -1384933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1384935.625000 Penalty: 4639.888672
	Iteration 26Q: 3 clusters Score -1384936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1384937.625000 Penalty: 4639.888672
	Iteration 27Q: 3 clusters Score -1384938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1384940.250000 Penalty: 4639.888672
	Iteration 28Q: 3 clusters Score -1384940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1384941.625000 Penalty: 4639.888672
	Iteration 29Q: 3 clusters Score -1384942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1384940.750000 Penalty: 4639.888672
	Iteration 30Q: 3 clusters Score -1384941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1384940.750000 Penalty: 4639.888672
	Iteration 31F: 3 clusters Score -1384941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Entering Unmasked Estep 
Score: -5625989.000000 Penalty: 2667.310059
	Iteration 0F: 2 clusters Score -5625989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -5594269.500000 Penalty: 5334.620117
	Iteration 0F: 3 clusters Score -5594270 nChanged 21599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -5606248.500000 Penalty: 5334.620117
	Iteration 1F: 3 clusters Score -5606248 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -5606965.000000 Penalty: 5334.620117
	Iteration 2Q: 3 clusters Score -5606965 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -5607661.500000 Penalty: 5334.620117
	Iteration 3Q: 3 clusters Score -5607662 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -5608502.000000 Penalty: 5334.620117
	Iteration 4Q: 3 clusters Score -5608502 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -5609604.500000 Penalty: 5334.620117
	Iteration 5Q: 3 clusters Score -5609604 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -5611159.500000 Penalty: 5334.620117
	Iteration 6F: 3 clusters Score -5611160 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -5613325.500000 Penalty: 5334.620117
	Iteration 7F: 3 clusters Score -5613326 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -5615870.500000 Penalty: 5334.620117
	Iteration 8F: 3 clusters Score -5615870 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -5618368.000000 Penalty: 5334.620117
	Iteration 9F: 3 clusters Score -5618368 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -5620234.500000 Penalty: 5334.620117
	Iteration 10Q: 3 clusters Score -5620234 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -5621393.500000 Penalty: 5334.620117
	Iteration 11Q: 3 clusters Score -5621394 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -5622106.000000 Penalty: 5334.620117
	Iteration 12Q: 3 clusters Score -5622106 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -5622505.500000 Penalty: 5334.620117
	Iteration 13Q: 3 clusters Score -5622506 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -5622789.000000 Penalty: 5334.620117
	Iteration 14Q: 3 clusters Score -5622789 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -5623001.500000 Penalty: 5334.620117
	Iteration 15Q: 3 clusters Score -5623002 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -5623153.500000 Penalty: 5334.620117
	Iteration 16Q: 3 clusters Score -5623154 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -5623240.500000 Penalty: 5334.620117
	Iteration 17Q: 3 clusters Score -5623240 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -5623325.000000 Penalty: 5334.620117
	Iteration 18Q: 3 clusters Score -5623325 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5623382.000000 Penalty: 5334.620117
	Iteration 19Q: 3 clusters Score -5623382 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -5623446.000000 Penalty: 5334.620117
	Iteration 20F: 3 clusters Score -5623446 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5623479.000000 Penalty: 5334.620117
	Iteration 21Q: 3 clusters Score -5623479 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5623525.000000 Penalty: 5334.620117
	Iteration 22Q: 3 clusters Score -5623525 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5623565.500000 Penalty: 5334.620117
	Iteration 23Q: 3 clusters Score -5623566 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5623613.500000 Penalty: 5334.620117
	Iteration 24Q: 3 clusters Score -5623614 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5623654.500000 Penalty: 5334.620117
	Iteration 25Q: 3 clusters Score -5623654 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5623672.000000 Penalty: 5334.620117
	Iteration 26Q: 3 clusters Score -5623672 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5623692.500000 Penalty: 5334.620117
	Iteration 27Q: 3 clusters Score -5623692 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5623703.500000 Penalty: 5334.620117
	Iteration 28Q: 3 clusters Score -5623704 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5623727.500000 Penalty: 5334.620117
	Iteration 29Q: 3 clusters Score -5623728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5623732.500000 Penalty: 5334.620117
	Iteration 30Q: 3 clusters Score -5623732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5623740.500000 Penalty: 5334.620117
	Iteration 31Q: 3 clusters Score -5623740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5623747.000000 Penalty: 5334.620117
	Iteration 32Q: 3 clusters Score -5623747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5623763.500000 Penalty: 5334.620117
	Iteration 33Q: 3 clusters Score -5623764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5623772.000000 Penalty: 5334.620117
	Iteration 34Q: 3 clusters Score -5623772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5623777.500000 Penalty: 5334.620117
	Iteration 35Q: 3 clusters Score -5623778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5623772.000000 Penalty: 5334.620117
	Iteration 36Q: 3 clusters Score -5623772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5623767.500000 Penalty: 5334.620117
	Iteration 37Q: 3 clusters Score -5623768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5623768.000000 Penalty: 5334.620117
	Iteration 38Q: 3 clusters Score -5623768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5623766.500000 Penalty: 5334.620117
	Iteration 39Q: 3 clusters Score -5623766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5623762.500000 Penalty: 5334.620117
	Iteration 40F: 3 clusters Score -5623762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5623770.500000 Penalty: 5334.620117
	Iteration 41Q: 3 clusters Score -5623770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5623776.000000 Penalty: 5334.620117
	Iteration 42Q: 3 clusters Score -5623776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5623788.000000 Penalty: 5334.620117
	Iteration 43Q: 3 clusters Score -5623788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5623791.500000 Penalty: 5334.620117
	Iteration 44Q: 3 clusters Score -5623792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5623794.000000 Penalty: 5334.620117
	Iteration 45Q: 3 clusters Score -5623794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5623790.000000 Penalty: 5334.620117
	Iteration 46Q: 3 clusters Score -5623790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5623792.500000 Penalty: 5334.620117
	Iteration 47Q: 3 clusters Score -5623792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5623794.500000 Penalty: 5334.620117
	Iteration 48Q: 3 clusters Score -5623794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45825 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5623798.500000 Penalty: 5334.620117
	Iteration 49Q: 3 clusters Score -5623798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5623796.000000 Penalty: 5334.620117
	Iteration 50Q: 3 clusters Score -5623796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5623798.000000 Penalty: 5334.620117
	Iteration 51Q: 3 clusters Score -5623798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5623798.000000 Penalty: 5334.620117
	Iteration 52F: 3 clusters Score -5623798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (78337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78337 members 
Entering Unmasked Estep 
Score: -9424526.000000 Penalty: 2794.656250
	Iteration 0F: 2 clusters Score -9424526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -9372002.000000 Penalty: 5589.312500
	Iteration 0F: 3 clusters Score -9372002 nChanged 36875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -9392738.000000 Penalty: 5589.312500
	Iteration 1F: 3 clusters Score -9392738 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -9393346.000000 Penalty: 5589.312500
	Iteration 2Q: 3 clusters Score -9393346 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -9393942.000000 Penalty: 5589.312500
	Iteration 3Q: 3 clusters Score -9393942 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -9394419.000000 Penalty: 5589.312500
	Iteration 4Q: 3 clusters Score -9394419 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -9395131.000000 Penalty: 5589.312500
	Iteration 5Q: 3 clusters Score -9395131 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -9395993.000000 Penalty: 5589.312500
	Iteration 6Q: 3 clusters Score -9395993 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 46758 members 
Entering Unmasked Estep 
Score: -9397162.000000 Penalty: 5589.312500
	Iteration 7Q: 3 clusters Score -9397162 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -9399137.000000 Penalty: 5589.312500
	Iteration 8Q: 3 clusters Score -9399137 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -9402106.000000 Penalty: 5589.312500
	Iteration 9F: 3 clusters Score -9402106 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 60150 members 
Entering Unmasked Estep 
Score: -9406200.000000 Penalty: 5589.312500
	Iteration 10F: 3 clusters Score -9406200 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 65789 members 
Entering Unmasked Estep 
Score: -9410933.000000 Penalty: 5589.312500
	Iteration 11F: 3 clusters Score -9410933 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 70722 members 
Entering Unmasked Estep 
Score: -9415373.000000 Penalty: 5589.312500
	Iteration 12F: 3 clusters Score -9415373 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 74294 members 
Entering Unmasked Estep 
Score: -9418666.000000 Penalty: 5589.312500
	Iteration 13Q: 3 clusters Score -9418666 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 76413 members 
Entering Unmasked Estep 
Score: -9420583.000000 Penalty: 5589.312500
	Iteration 14Q: 3 clusters Score -9420583 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 77388 members 
Entering Unmasked Estep 
Score: -9421380.000000 Penalty: 5589.312500
	Iteration 15Q: 3 clusters Score -9421380 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 77742 members 
Entering Unmasked Estep 
Score: -9421672.000000 Penalty: 5589.312500
	Iteration 16Q: 3 clusters Score -9421672 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 77896 members 
Entering Unmasked Estep 
Score: -9421848.000000 Penalty: 5589.312500
	Iteration 17Q: 3 clusters Score -9421848 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 77972 members 
Entering Unmasked Estep 
Score: -9421949.000000 Penalty: 5589.312500
	Iteration 18Q: 3 clusters Score -9421949 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 78009 members 
Entering Unmasked Estep 
Score: -9421985.000000 Penalty: 5589.312500
	Iteration 19Q: 3 clusters Score -9421985 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 78030 members 
Entering Unmasked Estep 
Score: -9422034.000000 Penalty: 5589.312500
	Iteration 20F: 3 clusters Score -9422034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 78040 members 
Entering Unmasked Estep 
Score: -9422030.000000 Penalty: 5589.312500
	Iteration 21Q: 3 clusters Score -9422030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 78043 members 
Entering Unmasked Estep 
Score: -9422035.000000 Penalty: 5589.312500
	Iteration 22Q: 3 clusters Score -9422035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 78048 members 
Entering Unmasked Estep 
Score: -9422052.000000 Penalty: 5589.312500
	Iteration 23Q: 3 clusters Score -9422052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 78047 members 
Entering Unmasked Estep 
Score: -9422054.000000 Penalty: 5589.312500
	Iteration 24Q: 3 clusters Score -9422054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 78049 members 
Entering Unmasked Estep 
Score: -9422049.000000 Penalty: 5589.312500
	Iteration 25Q: 3 clusters Score -9422049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 78051 members 
Entering Unmasked Estep 
Score: -9422054.000000 Penalty: 5589.312500
	Iteration 26Q: 3 clusters Score -9422054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 78053 members 
Entering Unmasked Estep 
Score: -9422056.000000 Penalty: 5589.312500
	Iteration 27Q: 3 clusters Score -9422056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 78055 members 
Entering Unmasked Estep 
Score: -9422067.000000 Penalty: 5589.312500
	Iteration 28Q: 3 clusters Score -9422067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 78055 members 
Entering Unmasked Estep 
Score: -9422067.000000 Penalty: 5589.312500
	Iteration 29F: 3 clusters Score -9422067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (215562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215562 members 
Entering Unmasked Estep 
Score: -25678978.000000 Penalty: 3045.688965
	Iteration 0F: 2 clusters Score -2.567898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107872 members 
Mstep: Class 2 contains 107690 members 
Entering Unmasked Estep 
Score: -25542906.000000 Penalty: 6091.377930
	Iteration 0F: 3 clusters Score -2.554291e+07 nChanged 103761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112983 members 
Mstep: Class 2 contains 102579 members 
Entering Unmasked Estep 
Score: -25603494.000000 Penalty: 6091.377930
	Iteration 1F: 3 clusters Score -2.560349e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116551 members 
Mstep: Class 2 contains 99011 members 
Entering Unmasked Estep 
Score: -25604898.000000 Penalty: 6091.377930
	Iteration 2Q: 3 clusters Score -2.56049e+07 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121784 members 
Mstep: Class 2 contains 93778 members 
Entering Unmasked Estep 
Score: -25607468.000000 Penalty: 6091.377930
	Iteration 3Q: 3 clusters Score -2.560747e+07 nChanged 12314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129066 members 
Mstep: Class 2 contains 86496 members 
Entering Unmasked Estep 
Score: -25611470.000000 Penalty: 6091.377930
	Iteration 4F: 3 clusters Score -2.561147e+07 nChanged 15008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138354 members 
Mstep: Class 2 contains 77208 members 
Entering Unmasked Estep 
Score: -25618206.000000 Penalty: 6091.377930
	Iteration 5F: 3 clusters Score -2.561821e+07 nChanged 16755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148555 members 
Mstep: Class 2 contains 67007 members 
Entering Unmasked Estep 
Score: -25628296.000000 Penalty: 6091.377930
	Iteration 6F: 3 clusters Score -2.56283e+07 nChanged 16221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157502 members 
Mstep: Class 2 contains 58060 members 
Entering Unmasked Estep 
Score: -25640930.000000 Penalty: 6091.377930
	Iteration 7F: 3 clusters Score -2.564093e+07 nChanged 14121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162343 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -25653868.000000 Penalty: 6091.377930
	Iteration 8F: 3 clusters Score -2.565387e+07 nChanged 10720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162557 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -25659540.000000 Penalty: 6091.377930
	Iteration 9Q: 3 clusters Score -2.565954e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161400 members 
Mstep: Class 2 contains 54162 members 
Entering Unmasked Estep 
Score: -25660616.000000 Penalty: 6091.377930
	Iteration 10Q: 3 clusters Score -2.566062e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160143 members 
Mstep: Class 2 contains 55419 members 
Entering Unmasked Estep 
Score: -25661146.000000 Penalty: 6091.377930
	Iteration 11Q: 3 clusters Score -2.566115e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158805 members 
Mstep: Class 2 contains 56757 members 
Entering Unmasked Estep 
Score: -25661408.000000 Penalty: 6091.377930
	Iteration 12Q: 3 clusters Score -2.566141e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157425 members 
Mstep: Class 2 contains 58137 members 
Entering Unmasked Estep 
Score: -25661748.000000 Penalty: 6091.377930
	Iteration 13Q: 3 clusters Score -2.566175e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155987 members 
Mstep: Class 2 contains 59575 members 
Entering Unmasked Estep 
Score: -25661780.000000 Penalty: 6091.377930
	Iteration 14Q: 3 clusters Score -2.566178e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154547 members 
Mstep: Class 2 contains 61015 members 
Entering Unmasked Estep 
Score: -25661936.000000 Penalty: 6091.377930
	Iteration 15Q: 3 clusters Score -2.566194e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153019 members 
Mstep: Class 2 contains 62543 members 
Entering Unmasked Estep 
Score: -25661896.000000 Penalty: 6091.377930
	Iteration 16Q: 3 clusters Score -2.56619e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151500 members 
Mstep: Class 2 contains 64062 members 
Entering Unmasked Estep 
Score: -25661944.000000 Penalty: 6091.377930
	Iteration 17Q: 3 clusters Score -2.566194e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149995 members 
Mstep: Class 2 contains 65567 members 
Entering Unmasked Estep 
Score: -25662170.000000 Penalty: 6091.377930
	Iteration 18Q: 3 clusters Score -2.566217e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148523 members 
Mstep: Class 2 contains 67039 members 
Entering Unmasked Estep 
Score: -25662060.000000 Penalty: 6091.377930
	Iteration 19Q: 3 clusters Score -2.566206e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146973 members 
Mstep: Class 2 contains 68589 members 
Entering Unmasked Estep 
Score: -25662030.000000 Penalty: 6091.377930
	Iteration 20F: 3 clusters Score -2.566203e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145379 members 
Mstep: Class 2 contains 70183 members 
Entering Unmasked Estep 
Score: -25662268.000000 Penalty: 6091.377930
	Iteration 21Q: 3 clusters Score -2.566227e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143693 members 
Mstep: Class 2 contains 71869 members 
Entering Unmasked Estep 
Score: -25662232.000000 Penalty: 6091.377930
	Iteration 22Q: 3 clusters Score -2.566223e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141945 members 
Mstep: Class 2 contains 73617 members 
Entering Unmasked Estep 
Score: -25662188.000000 Penalty: 6091.377930
	Iteration 23Q: 3 clusters Score -2.566219e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140143 members 
Mstep: Class 2 contains 75419 members 
Entering Unmasked Estep 
Score: -25662172.000000 Penalty: 6091.377930
	Iteration 24Q: 3 clusters Score -2.566217e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138345 members 
Mstep: Class 2 contains 77217 members 
Entering Unmasked Estep 
Score: -25662138.000000 Penalty: 6091.377930
	Iteration 25Q: 3 clusters Score -2.566214e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136575 members 
Mstep: Class 2 contains 78987 members 
Entering Unmasked Estep 
Score: -25662146.000000 Penalty: 6091.377930
	Iteration 26Q: 3 clusters Score -2.566215e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134817 members 
Mstep: Class 2 contains 80745 members 
Entering Unmasked Estep 
Score: -25662074.000000 Penalty: 6091.377930
	Iteration 27Q: 3 clusters Score -2.566207e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133061 members 
Mstep: Class 2 contains 82501 members 
Entering Unmasked Estep 
Score: -25661920.000000 Penalty: 6091.377930
	Iteration 28Q: 3 clusters Score -2.566192e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131306 members 
Mstep: Class 2 contains 84256 members 
Entering Unmasked Estep 
Score: -25661938.000000 Penalty: 6091.377930
	Iteration 29Q: 3 clusters Score -2.566194e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129568 members 
Mstep: Class 2 contains 85994 members 
Entering Unmasked Estep 
Score: -25661874.000000 Penalty: 6091.377930
	Iteration 30Q: 3 clusters Score -2.566187e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127876 members 
Mstep: Class 2 contains 87686 members 
Entering Unmasked Estep 
Score: -25661868.000000 Penalty: 6091.377930
	Iteration 31Q: 3 clusters Score -2.566187e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126110 members 
Mstep: Class 2 contains 89452 members 
Entering Unmasked Estep 
Score: -25661938.000000 Penalty: 6091.377930
	Iteration 32Q: 3 clusters Score -2.566194e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124261 members 
Mstep: Class 2 contains 91301 members 
Entering Unmasked Estep 
Score: -25661998.000000 Penalty: 6091.377930
	Iteration 33Q: 3 clusters Score -2.5662e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122392 members 
Mstep: Class 2 contains 93170 members 
Entering Unmasked Estep 
Score: -25662074.000000 Penalty: 6091.377930
	Iteration 34Q: 3 clusters Score -2.566207e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120700 members 
Mstep: Class 2 contains 94862 members 
Entering Unmasked Estep 
Score: -25662184.000000 Penalty: 6091.377930
	Iteration 35Q: 3 clusters Score -2.566218e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119020 members 
Mstep: Class 2 contains 96542 members 
Entering Unmasked Estep 
Score: -25662170.000000 Penalty: 6091.377930
	Iteration 36Q: 3 clusters Score -2.566217e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117246 members 
Mstep: Class 2 contains 98316 members 
Entering Unmasked Estep 
Score: -25662234.000000 Penalty: 6091.377930
	Iteration 37Q: 3 clusters Score -2.566223e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115472 members 
Mstep: Class 2 contains 100090 members 
Entering Unmasked Estep 
Score: -25662300.000000 Penalty: 6091.377930
	Iteration 38Q: 3 clusters Score -2.56623e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113759 members 
Mstep: Class 2 contains 101803 members 
Entering Unmasked Estep 
Score: -25662388.000000 Penalty: 6091.377930
	Iteration 39Q: 3 clusters Score -2.566239e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112021 members 
Mstep: Class 2 contains 103541 members 
Entering Unmasked Estep 
Score: -25662356.000000 Penalty: 6091.377930
	Iteration 40F: 3 clusters Score -2.566236e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110372 members 
Mstep: Class 2 contains 105190 members 
Entering Unmasked Estep 
Score: -25662434.000000 Penalty: 6091.377930
	Iteration 41Q: 3 clusters Score -2.566243e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108913 members 
Mstep: Class 2 contains 106649 members 
Entering Unmasked Estep 
Score: -25662426.000000 Penalty: 6091.377930
	Iteration 42Q: 3 clusters Score -2.566243e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107502 members 
Mstep: Class 2 contains 108060 members 
Entering Unmasked Estep 
Score: -25662462.000000 Penalty: 6091.377930
	Iteration 43Q: 3 clusters Score -2.566246e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106219 members 
Mstep: Class 2 contains 109343 members 
Entering Unmasked Estep 
Score: -25662434.000000 Penalty: 6091.377930
	Iteration 44Q: 3 clusters Score -2.566243e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104986 members 
Mstep: Class 2 contains 110576 members 
Entering Unmasked Estep 
Score: -25662484.000000 Penalty: 6091.377930
	Iteration 45Q: 3 clusters Score -2.566248e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103794 members 
Mstep: Class 2 contains 111768 members 
Entering Unmasked Estep 
Score: -25662470.000000 Penalty: 6091.377930
	Iteration 46Q: 3 clusters Score -2.566247e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102706 members 
Mstep: Class 2 contains 112856 members 
Entering Unmasked Estep 
Score: -25662422.000000 Penalty: 6091.377930
	Iteration 47Q: 3 clusters Score -2.566242e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101763 members 
Mstep: Class 2 contains 113799 members 
Entering Unmasked Estep 
Score: -25662292.000000 Penalty: 6091.377930
	Iteration 48Q: 3 clusters Score -2.566229e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100850 members 
Mstep: Class 2 contains 114712 members 
Entering Unmasked Estep 
Score: -25662352.000000 Penalty: 6091.377930
	Iteration 49Q: 3 clusters Score -2.566235e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100013 members 
Mstep: Class 2 contains 115549 members 
Entering Unmasked Estep 
Score: -25662168.000000 Penalty: 6091.377930
	Iteration 50Q: 3 clusters Score -2.566217e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99216 members 
Mstep: Class 2 contains 116346 members 
Entering Unmasked Estep 
Score: -25662082.000000 Penalty: 6091.377930
	Iteration 51Q: 3 clusters Score -2.566208e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98482 members 
Mstep: Class 2 contains 117080 members 
Entering Unmasked Estep 
Score: -25662084.000000 Penalty: 6091.377930
	Iteration 52Q: 3 clusters Score -2.566208e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97793 members 
Mstep: Class 2 contains 117769 members 
Entering Unmasked Estep 
Score: -25661888.000000 Penalty: 6091.377930
	Iteration 53Q: 3 clusters Score -2.566189e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97250 members 
Mstep: Class 2 contains 118312 members 
Entering Unmasked Estep 
Score: -25661684.000000 Penalty: 6091.377930
	Iteration 54Q: 3 clusters Score -2.566168e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96800 members 
Mstep: Class 2 contains 118762 members 
Entering Unmasked Estep 
Score: -25661596.000000 Penalty: 6091.377930
	Iteration 55Q: 3 clusters Score -2.56616e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96476 members 
Mstep: Class 2 contains 119086 members 
Entering Unmasked Estep 
Score: -25661468.000000 Penalty: 6091.377930
	Iteration 56Q: 3 clusters Score -2.566147e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96199 members 
Mstep: Class 2 contains 119363 members 
Entering Unmasked Estep 
Score: -25661432.000000 Penalty: 6091.377930
	Iteration 57Q: 3 clusters Score -2.566143e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95957 members 
Mstep: Class 2 contains 119605 members 
Entering Unmasked Estep 
Score: -25661348.000000 Penalty: 6091.377930
	Iteration 58Q: 3 clusters Score -2.566135e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95766 members 
Mstep: Class 2 contains 119796 members 
Entering Unmasked Estep 
Score: -25661328.000000 Penalty: 6091.377930
	Iteration 59Q: 3 clusters Score -2.566133e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95549 members 
Mstep: Class 2 contains 120013 members 
Entering Unmasked Estep 
Score: -25661256.000000 Penalty: 6091.377930
	Iteration 60F: 3 clusters Score -2.566126e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95354 members 
Mstep: Class 2 contains 120208 members 
Entering Unmasked Estep 
Score: -25661204.000000 Penalty: 6091.377930
	Iteration 61Q: 3 clusters Score -2.56612e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95229 members 
Mstep: Class 2 contains 120333 members 
Entering Unmasked Estep 
Score: -25661218.000000 Penalty: 6091.377930
	Iteration 62Q: 3 clusters Score -2.566122e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95102 members 
Mstep: Class 2 contains 120460 members 
Entering Unmasked Estep 
Score: -25661156.000000 Penalty: 6091.377930
	Iteration 63Q: 3 clusters Score -2.566116e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94999 members 
Mstep: Class 2 contains 120563 members 
Entering Unmasked Estep 
Score: -25661122.000000 Penalty: 6091.377930
	Iteration 64Q: 3 clusters Score -2.566112e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94942 members 
Mstep: Class 2 contains 120620 members 
Entering Unmasked Estep 
Score: -25661080.000000 Penalty: 6091.377930
	Iteration 65Q: 3 clusters Score -2.566108e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94875 members 
Mstep: Class 2 contains 120687 members 
Entering Unmasked Estep 
Score: -25661086.000000 Penalty: 6091.377930
	Iteration 66Q: 3 clusters Score -2.566109e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94822 members 
Mstep: Class 2 contains 120740 members 
Entering Unmasked Estep 
Score: -25661046.000000 Penalty: 6091.377930
	Iteration 67Q: 3 clusters Score -2.566105e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94765 members 
Mstep: Class 2 contains 120797 members 
Entering Unmasked Estep 
Score: -25660964.000000 Penalty: 6091.377930
	Iteration 68Q: 3 clusters Score -2.566096e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94717 members 
Mstep: Class 2 contains 120845 members 
Entering Unmasked Estep 
Score: -25660950.000000 Penalty: 6091.377930
	Iteration 69Q: 3 clusters Score -2.566095e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94685 members 
Mstep: Class 2 contains 120877 members 
Entering Unmasked Estep 
Score: -25660864.000000 Penalty: 6091.377930
	Iteration 70Q: 3 clusters Score -2.566086e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94657 members 
Mstep: Class 2 contains 120905 members 
Entering Unmasked Estep 
Score: -25660834.000000 Penalty: 6091.377930
	Iteration 71Q: 3 clusters Score -2.566083e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94619 members 
Mstep: Class 2 contains 120943 members 
Entering Unmasked Estep 
Score: -25660842.000000 Penalty: 6091.377930
	Iteration 72Q: 3 clusters Score -2.566084e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94568 members 
Mstep: Class 2 contains 120994 members 
Entering Unmasked Estep 
Score: -25660796.000000 Penalty: 6091.377930
	Iteration 73Q: 3 clusters Score -2.56608e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94514 members 
Mstep: Class 2 contains 121048 members 
Entering Unmasked Estep 
Score: -25660836.000000 Penalty: 6091.377930
	Iteration 74Q: 3 clusters Score -2.566084e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94468 members 
Mstep: Class 2 contains 121094 members 
Entering Unmasked Estep 
Score: -25660786.000000 Penalty: 6091.377930
	Iteration 75Q: 3 clusters Score -2.566079e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94415 members 
Mstep: Class 2 contains 121147 members 
Entering Unmasked Estep 
Score: -25660798.000000 Penalty: 6091.377930
	Iteration 76Q: 3 clusters Score -2.56608e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94335 members 
Mstep: Class 2 contains 121227 members 
Entering Unmasked Estep 
Score: -25660784.000000 Penalty: 6091.377930
	Iteration 77Q: 3 clusters Score -2.566078e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94259 members 
Mstep: Class 2 contains 121303 members 
Entering Unmasked Estep 
Score: -25660828.000000 Penalty: 6091.377930
	Iteration 78Q: 3 clusters Score -2.566083e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94194 members 
Mstep: Class 2 contains 121368 members 
Entering Unmasked Estep 
Score: -25660824.000000 Penalty: 6091.377930
	Iteration 79Q: 3 clusters Score -2.566082e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94133 members 
Mstep: Class 2 contains 121429 members 
Entering Unmasked Estep 
Score: -25660802.000000 Penalty: 6091.377930
	Iteration 80F: 3 clusters Score -2.56608e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94076 members 
Mstep: Class 2 contains 121486 members 
Entering Unmasked Estep 
Score: -25660790.000000 Penalty: 6091.377930
	Iteration 81Q: 3 clusters Score -2.566079e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94024 members 
Mstep: Class 2 contains 121538 members 
Entering Unmasked Estep 
Score: -25660776.000000 Penalty: 6091.377930
	Iteration 82Q: 3 clusters Score -2.566078e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93975 members 
Mstep: Class 2 contains 121587 members 
Entering Unmasked Estep 
Score: -25660738.000000 Penalty: 6091.377930
	Iteration 83Q: 3 clusters Score -2.566074e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93918 members 
Mstep: Class 2 contains 121644 members 
Entering Unmasked Estep 
Score: -25660668.000000 Penalty: 6091.377930
	Iteration 84Q: 3 clusters Score -2.566067e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93879 members 
Mstep: Class 2 contains 121683 members 
Entering Unmasked Estep 
Score: -25660658.000000 Penalty: 6091.377930
	Iteration 85Q: 3 clusters Score -2.566066e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93835 members 
Mstep: Class 2 contains 121727 members 
Entering Unmasked Estep 
Score: -25660658.000000 Penalty: 6091.377930
	Iteration 86Q: 3 clusters Score -2.566066e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93792 members 
Mstep: Class 2 contains 121770 members 
Entering Unmasked Estep 
Score: -25660640.000000 Penalty: 6091.377930
	Iteration 87Q: 3 clusters Score -2.566064e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93757 members 
Mstep: Class 2 contains 121805 members 
Entering Unmasked Estep 
Score: -25660640.000000 Penalty: 6091.377930
	Iteration 88Q: 3 clusters Score -2.566064e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93742 members 
Mstep: Class 2 contains 121820 members 
Entering Unmasked Estep 
Score: -25660604.000000 Penalty: 6091.377930
	Iteration 89Q: 3 clusters Score -2.56606e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93739 members 
Mstep: Class 2 contains 121823 members 
Entering Unmasked Estep 
Score: -25660608.000000 Penalty: 6091.377930
	Iteration 90Q: 3 clusters Score -2.566061e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93728 members 
Mstep: Class 2 contains 121834 members 
Entering Unmasked Estep 
Score: -25660576.000000 Penalty: 6091.377930
	Iteration 91Q: 3 clusters Score -2.566058e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93706 members 
Mstep: Class 2 contains 121856 members 
Entering Unmasked Estep 
Score: -25660590.000000 Penalty: 6091.377930
	Iteration 92Q: 3 clusters Score -2.566059e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93715 members 
Mstep: Class 2 contains 121847 members 
Entering Unmasked Estep 
Score: -25660608.000000 Penalty: 6091.377930
	Iteration 93Q: 3 clusters Score -2.566061e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93729 members 
Mstep: Class 2 contains 121833 members 
Entering Unmasked Estep 
Score: -25660612.000000 Penalty: 6091.377930
	Iteration 94Q: 3 clusters Score -2.566061e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93728 members 
Mstep: Class 2 contains 121834 members 
Entering Unmasked Estep 
Score: -25660574.000000 Penalty: 6091.377930
	Iteration 95Q: 3 clusters Score -2.566057e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93724 members 
Mstep: Class 2 contains 121838 members 
Entering Unmasked Estep 
Score: -25660604.000000 Penalty: 6091.377930
	Iteration 96Q: 3 clusters Score -2.56606e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93716 members 
Mstep: Class 2 contains 121846 members 
Entering Unmasked Estep 
Score: -25660624.000000 Penalty: 6091.377930
	Iteration 97Q: 3 clusters Score -2.566062e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93701 members 
Mstep: Class 2 contains 121861 members 
Entering Unmasked Estep 
Score: -25660616.000000 Penalty: 6091.377930
	Iteration 98Q: 3 clusters Score -2.566062e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93678 members 
Mstep: Class 2 contains 121884 members 
Entering Unmasked Estep 
Score: -25660608.000000 Penalty: 6091.377930
	Iteration 99Q: 3 clusters Score -2.566061e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93658 members 
Mstep: Class 2 contains 121904 members 
Entering Unmasked Estep 
Score: -25660594.000000 Penalty: 6091.377930
	Iteration 100F: 3 clusters Score -2.566059e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93654 members 
Mstep: Class 2 contains 121908 members 
Entering Unmasked Estep 
Score: -25660598.000000 Penalty: 6091.377930
	Iteration 101Q: 3 clusters Score -2.56606e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93648 members 
Mstep: Class 2 contains 121914 members 
Entering Unmasked Estep 
Score: -25660606.000000 Penalty: 6091.377930
	Iteration 102Q: 3 clusters Score -2.566061e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93651 members 
Mstep: Class 2 contains 121911 members 
Entering Unmasked Estep 
Score: -25660620.000000 Penalty: 6091.377930
	Iteration 103Q: 3 clusters Score -2.566062e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93654 members 
Mstep: Class 2 contains 121908 members 
Entering Unmasked Estep 
Score: -25660666.000000 Penalty: 6091.377930
	Iteration 104Q: 3 clusters Score -2.566067e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93668 members 
Mstep: Class 2 contains 121894 members 
Entering Unmasked Estep 
Score: -25660638.000000 Penalty: 6091.377930
	Iteration 105Q: 3 clusters Score -2.566064e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93690 members 
Mstep: Class 2 contains 121872 members 
Entering Unmasked Estep 
Score: -25660640.000000 Penalty: 6091.377930
	Iteration 106Q: 3 clusters Score -2.566064e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93714 members 
Mstep: Class 2 contains 121848 members 
Entering Unmasked Estep 
Score: -25660644.000000 Penalty: 6091.377930
	Iteration 107Q: 3 clusters Score -2.566064e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93740 members 
Mstep: Class 2 contains 121822 members 
Entering Unmasked Estep 
Score: -25660658.000000 Penalty: 6091.377930
	Iteration 108Q: 3 clusters Score -2.566066e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93756 members 
Mstep: Class 2 contains 121806 members 
Entering Unmasked Estep 
Score: -25660680.000000 Penalty: 6091.377930
	Iteration 109Q: 3 clusters Score -2.566068e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93780 members 
Mstep: Class 2 contains 121782 members 
Entering Unmasked Estep 
Score: -25660676.000000 Penalty: 6091.377930
	Iteration 110Q: 3 clusters Score -2.566068e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93787 members 
Mstep: Class 2 contains 121775 members 
Entering Unmasked Estep 
Score: -25660686.000000 Penalty: 6091.377930
	Iteration 111Q: 3 clusters Score -2.566069e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93796 members 
Mstep: Class 2 contains 121766 members 
Entering Unmasked Estep 
Score: -25660680.000000 Penalty: 6091.377930
	Iteration 112Q: 3 clusters Score -2.566068e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93807 members 
Mstep: Class 2 contains 121755 members 
Entering Unmasked Estep 
Score: -25660674.000000 Penalty: 6091.377930
	Iteration 113Q: 3 clusters Score -2.566067e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93814 members 
Mstep: Class 2 contains 121748 members 
Entering Unmasked Estep 
Score: -25660682.000000 Penalty: 6091.377930
	Iteration 114Q: 3 clusters Score -2.566068e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93822 members 
Mstep: Class 2 contains 121740 members 
Entering Unmasked Estep 
Score: -25660686.000000 Penalty: 6091.377930
	Iteration 115Q: 3 clusters Score -2.566069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93831 members 
Mstep: Class 2 contains 121731 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.566068e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93834 members 
Mstep: Class 2 contains 121728 members 
Entering Unmasked Estep 
Score: -25660676.000000 Penalty: 6091.377930
	Iteration 117Q: 3 clusters Score -2.566068e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93833 members 
Mstep: Class 2 contains 121729 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.566069e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93851 members 
Mstep: Class 2 contains 121711 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.566067e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93860 members 
Mstep: Class 2 contains 121702 members 
Entering Unmasked Estep 
Score: -25660670.000000 Penalty: 6091.377930
	Iteration 120F: 3 clusters Score -2.566067e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93869 members 
Mstep: Class 2 contains 121693 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.566067e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93875 members 
Mstep: Class 2 contains 121687 members 
Entering Unmasked Estep 
Score: -25660692.000000 Penalty: 6091.377930
	Iteration 122Q: 3 clusters Score -2.566069e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93883 members 
Mstep: Class 2 contains 121679 members 
Entering Unmasked Estep 
Score: -25660678.000000 Penalty: 6091.377930
	Iteration 123Q: 3 clusters Score -2.566068e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93886 members 
Mstep: Class 2 contains 121676 members 
Entering Unmasked Estep 
Score: -25660692.000000 Penalty: 6091.377930
	Iteration 124Q: 3 clusters Score -2.566069e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93891 members 
Mstep: Class 2 contains 121671 members 
Entering Unmasked Estep 
Score: -25660710.000000 Penalty: 6091.377930
	Iteration 125Q: 3 clusters Score -2.566071e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93899 members 
Mstep: Class 2 contains 121663 members 
Entering Unmasked Estep 
Score: -25660722.000000 Penalty: 6091.377930
	Iteration 126Q: 3 clusters Score -2.566072e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93902 members 
Mstep: Class 2 contains 121660 members 
Entering Unmasked Estep 
Score: -25660724.000000 Penalty: 6091.377930
	Iteration 127Q: 3 clusters Score -2.566072e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93903 members 
Mstep: Class 2 contains 121659 members 
Entering Unmasked Estep 
Score: -25660714.000000 Penalty: 6091.377930
	Iteration 128Q: 3 clusters Score -2.566071e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93908 members 
Mstep: Class 2 contains 121654 members 
Entering Unmasked Estep 
Score: -25660698.000000 Penalty: 6091.377930
	Iteration 129Q: 3 clusters Score -2.56607e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93912 members 
Mstep: Class 2 contains 121650 members 
Entering Unmasked Estep 
Score: -25660716.000000 Penalty: 6091.377930
	Iteration 130Q: 3 clusters Score -2.566072e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93916 members 
Mstep: Class 2 contains 121646 members 
Entering Unmasked Estep 
Score: -25660704.000000 Penalty: 6091.377930
	Iteration 131Q: 3 clusters Score -2.56607e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93926 members 
Mstep: Class 2 contains 121636 members 
Entering Unmasked Estep 
Score: -25660718.000000 Penalty: 6091.377930
	Iteration 132Q: 3 clusters Score -2.566072e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93937 members 
Mstep: Class 2 contains 121625 members 
Entering Unmasked Estep 
Score: -25660708.000000 Penalty: 6091.377930
	Iteration 133Q: 3 clusters Score -2.566071e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93949 members 
Mstep: Class 2 contains 121613 members 
Entering Unmasked Estep 
Score: -25660712.000000 Penalty: 6091.377930
	Iteration 134Q: 3 clusters Score -2.566071e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93961 members 
Mstep: Class 2 contains 121601 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.566072e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93972 members 
Mstep: Class 2 contains 121590 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.566069e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93991 members 
Mstep: Class 2 contains 121571 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.566069e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94002 members 
Mstep: Class 2 contains 121560 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.566071e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94013 members 
Mstep: Class 2 contains 121549 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.566071e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94021 members 
Mstep: Class 2 contains 121541 members 
Entering Unmasked Estep 
Score: -25660718.000000 Penalty: 6091.377930
	Iteration 140F: 3 clusters Score -2.566072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94025 members 
Mstep: Class 2 contains 121537 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.566074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94029 members 
Mstep: Class 2 contains 121533 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2.566074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94035 members 
Mstep: Class 2 contains 121527 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.566073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94041 members 
Mstep: Class 2 contains 121521 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.566073e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94051 members 
Mstep: Class 2 contains 121511 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.566074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94054 members 
Mstep: Class 2 contains 121508 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.566075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94056 members 
Mstep: Class 2 contains 121506 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.566075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94064 members 
Mstep: Class 2 contains 121498 members 
Entering Unmasked Estep 
Score: -25660756.000000 Penalty: 6091.377930
	Iteration 148Q: 3 clusters Score -2.566076e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94077 members 
Mstep: Class 2 contains 121485 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.566076e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94085 members 
Mstep: Class 2 contains 121477 members 
Entering Unmasked Estep 
Score: -25660768.000000 Penalty: 6091.377930
	Iteration 150Q: 3 clusters Score -2.566077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94093 members 
Mstep: Class 2 contains 121469 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.566075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94097 members 
Mstep: Class 2 contains 121465 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2.566078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94096 members 
Mstep: Class 2 contains 121466 members 
Entering Unmasked Estep 
Score: -25660778.000000 Penalty: 6091.377930
	Iteration 153Q: 3 clusters Score -2.566078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94096 members 
Mstep: Class 2 contains 121466 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2.566078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94095 members 
Mstep: Class 2 contains 121467 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2.566078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94092 members 
Mstep: Class 2 contains 121470 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2.566077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94091 members 
Mstep: Class 2 contains 121471 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.566077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94089 members 
Mstep: Class 2 contains 121473 members 
Entering Unmasked Estep 
Score: -25660774.000000 Penalty: 6091.377930
	Iteration 158Q: 3 clusters Score -2.566077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94087 members 
Mstep: Class 2 contains 121475 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2.566078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94088 members 
Mstep: Class 2 contains 121474 members 
Entering Unmasked Estep 
Score: -25660784.000000 Penalty: 6091.377930
	Iteration 160F: 3 clusters Score -2.566078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94087 members 
Mstep: Class 2 contains 121475 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2.566079e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94089 members 
Mstep: Class 2 contains 121473 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2.566077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94092 members 
Mstep: Class 2 contains 121470 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2.566078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94096 members 
Mstep: Class 2 contains 121466 members 
Entering Unmasked Estep 
Score: -25660780.000000 Penalty: 6091.377930
	Iteration 164Q: 3 clusters Score -2.566078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94100 members 
Mstep: Class 2 contains 121462 members 
Entering Unmasked Estep 
Score: -25660784.000000 Penalty: 6091.377930
	Iteration 165Q: 3 clusters Score -2.566078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94108 members 
Mstep: Class 2 contains 121454 members 
Entering Unmasked Estep 
Score: -25660768.000000 Penalty: 6091.377930
	Iteration 166Q: 3 clusters Score -2.566077e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94117 members 
Mstep: Class 2 contains 121445 members 
Entering Unmasked Estep 
Score: -25660784.000000 Penalty: 6091.377930
	Iteration 167Q: 3 clusters Score -2.566078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94120 members 
Mstep: Class 2 contains 121442 members 
Entering Unmasked Estep 
Score: -25660766.000000 Penalty: 6091.377930
	Iteration 168Q: 3 clusters Score -2.566077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94120 members 
Mstep: Class 2 contains 121442 members 
Entering Unmasked Estep 
Score: -25660756.000000 Penalty: 6091.377930
	Iteration 169Q: 3 clusters Score -2.566076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94122 members 
Mstep: Class 2 contains 121440 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2.566075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94127 members 
Mstep: Class 2 contains 121435 members 
Entering Unmasked Estep 
Score: -25660758.000000 Penalty: 6091.377930
	Iteration 171Q: 3 clusters Score -2.566076e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94130 members 
Mstep: Class 2 contains 121432 members 
Entering Unmasked Estep 
Score: -25660748.000000 Penalty: 6091.377930
	Iteration 172Q: 3 clusters Score -2.566075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94136 members 
Mstep: Class 2 contains 121426 members 
Entering Unmasked Estep 
Score: -25660750.000000 Penalty: 6091.377930
	Iteration 173Q: 3 clusters Score -2.566075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94140 members 
Mstep: Class 2 contains 121422 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2.566077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94143 members 
Mstep: Class 2 contains 121419 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2.566076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94144 members 
Mstep: Class 2 contains 121418 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2.566077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94146 members 
Mstep: Class 2 contains 121416 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2.566076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94149 members 
Mstep: Class 2 contains 121413 members 
Entering Unmasked Estep 
Score: -25660776.000000 Penalty: 6091.377930
	Iteration 178Q: 3 clusters Score -2.566078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94153 members 
Mstep: Class 2 contains 121409 members 
Entering Unmasked Estep 
Score: -25660774.000000 Penalty: 6091.377930
	Iteration 179Q: 3 clusters Score -2.566077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94157 members 
Mstep: Class 2 contains 121405 members 
Entering Unmasked Estep 
Score: -25660776.000000 Penalty: 6091.377930
	Iteration 180F: 3 clusters Score -2.566078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94161 members 
Mstep: Class 2 contains 121401 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2.566078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94167 members 
Mstep: Class 2 contains 121395 members 
Entering Unmasked Estep 
Score: -25660768.000000 Penalty: 6091.377930
	Iteration 182Q: 3 clusters Score -2.566077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94172 members 
Mstep: Class 2 contains 121390 members 
Entering Unmasked Estep 
Score: -25660778.000000 Penalty: 6091.377930
	Iteration 183Q: 3 clusters Score -2.566078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94176 members 
Mstep: Class 2 contains 121386 members 
Entering Unmasked Estep 
Score: -25660780.000000 Penalty: 6091.377930
	Iteration 184Q: 3 clusters Score -2.566078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94182 members 
Mstep: Class 2 contains 121380 members 
Entering Unmasked Estep 
Score: -25660760.000000 Penalty: 6091.377930
	Iteration 185Q: 3 clusters Score -2.566076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94183 members 
Mstep: Class 2 contains 121379 members 
Entering Unmasked Estep 
Score: -25660784.000000 Penalty: 6091.377930
	Iteration 186Q: 3 clusters Score -2.566078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94190 members 
Mstep: Class 2 contains 121372 members 
Entering Unmasked Estep 
Score: -25660768.000000 Penalty: 6091.377930
	Iteration 187Q: 3 clusters Score -2.566077e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94201 members 
Mstep: Class 2 contains 121361 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2.566077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94210 members 
Mstep: Class 2 contains 121352 members 
Entering Unmasked Estep 
Score: -25660794.000000 Penalty: 6091.377930
	Iteration 189Q: 3 clusters Score -2.566079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94215 members 
Mstep: Class 2 contains 121347 members 
Entering Unmasked Estep 
Score: -25660768.000000 Penalty: 6091.377930
	Iteration 190Q: 3 clusters Score -2.566077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94221 members 
Mstep: Class 2 contains 121341 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2.566078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94225 members 
Mstep: Class 2 contains 121337 members 
Entering Unmasked Estep 
Score: -25660790.000000 Penalty: 6091.377930
	Iteration 192Q: 3 clusters Score -2.566079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94227 members 
Mstep: Class 2 contains 121335 members 
Entering Unmasked Estep 
Score: -25660792.000000 Penalty: 6091.377930
	Iteration 193Q: 3 clusters Score -2.566079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94231 members 
Mstep: Class 2 contains 121331 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2.566079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94236 members 
Mstep: Class 2 contains 121326 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2.566079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94239 members 
Mstep: Class 2 contains 121323 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2.566079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94246 members 
Mstep: Class 2 contains 121316 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2.56608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94249 members 
Mstep: Class 2 contains 121313 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2.56608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94253 members 
Mstep: Class 2 contains 121309 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2.56608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94256 members 
Mstep: Class 2 contains 121306 members 
Entering Unmasked Estep 
Score: -25660814.000000 Penalty: 6091.377930
	Iteration 200F: 3 clusters Score -2.566081e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94258 members 
Mstep: Class 2 contains 121304 members 
Entering Unmasked Estep 
Score: -25660796.000000 Penalty: 6091.377930
	Iteration 201Q: 3 clusters Score -2.56608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94260 members 
Mstep: Class 2 contains 121302 members 
Entering Unmasked Estep 
Score: -25660796.000000 Penalty: 6091.377930
	Iteration 202Q: 3 clusters Score -2.56608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94262 members 
Mstep: Class 2 contains 121300 members 
Entering Unmasked Estep 
Score: -25660808.000000 Penalty: 6091.377930
	Iteration 203Q: 3 clusters Score -2.566081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94264 members 
Mstep: Class 2 contains 121298 members 
Entering Unmasked Estep 
Score: -25660794.000000 Penalty: 6091.377930
	Iteration 204Q: 3 clusters Score -2.566079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94266 members 
Mstep: Class 2 contains 121296 members 
Entering Unmasked Estep 
Score: -25660792.000000 Penalty: 6091.377930
	Iteration 205Q: 3 clusters Score -2.566079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94267 members 
Mstep: Class 2 contains 121295 members 
Entering Unmasked Estep 
Score: -25660792.000000 Penalty: 6091.377930
	Iteration 206Q: 3 clusters Score -2.566079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94268 members 
Mstep: Class 2 contains 121294 members 
Entering Unmasked Estep 
Score: -25660786.000000 Penalty: 6091.377930
	Iteration 207Q: 3 clusters Score -2.566079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94271 members 
Mstep: Class 2 contains 121291 members 
Entering Unmasked Estep 
Score: -25660782.000000 Penalty: 6091.377930
	Iteration 208Q: 3 clusters Score -2.566078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94273 members 
Mstep: Class 2 contains 121289 members 
Entering Unmasked Estep 
Score: -25660794.000000 Penalty: 6091.377930
	Iteration 209Q: 3 clusters Score -2.566079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94274 members 
Mstep: Class 2 contains 121288 members 
Entering Unmasked Estep 
Score: -25660782.000000 Penalty: 6091.377930
	Iteration 210Q: 3 clusters Score -2.566078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94276 members 
Mstep: Class 2 contains 121286 members 
Entering Unmasked Estep 
Score: -25660784.000000 Penalty: 6091.377930
	Iteration 211Q: 3 clusters Score -2.566078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94277 members 
Mstep: Class 2 contains 121285 members 
Entering Unmasked Estep 
Score: -25660782.000000 Penalty: 6091.377930
	Iteration 212Q: 3 clusters Score -2.566078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94277 members 
Mstep: Class 2 contains 121285 members 
Entering Unmasked Estep 
Score: -25660782.000000 Penalty: 6091.377930
	Iteration 213F: 3 clusters Score -2.566078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (156023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156023 members 
Entering Unmasked Estep 
Score: -18613366.000000 Penalty: 2965.524170
	Iteration 0F: 2 clusters Score -1.861337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78046 members 
Mstep: Class 2 contains 77977 members 
Entering Unmasked Estep 
Score: -18510020.000000 Penalty: 5931.048340
	Iteration 0F: 3 clusters Score -1.851002e+07 nChanged 74622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78858 members 
Mstep: Class 2 contains 77165 members 
Entering Unmasked Estep 
Score: -18554486.000000 Penalty: 5931.048340
	Iteration 1F: 3 clusters Score -1.855449e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79065 members 
Mstep: Class 2 contains 76958 members 
Entering Unmasked Estep 
Score: -18557314.000000 Penalty: 5931.048340
	Iteration 2Q: 3 clusters Score -1.855731e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78828 members 
Mstep: Class 2 contains 77195 members 
Entering Unmasked Estep 
Score: -18561328.000000 Penalty: 5931.048340
	Iteration 3Q: 3 clusters Score -1.856133e+07 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77772 members 
Mstep: Class 2 contains 78251 members 
Entering Unmasked Estep 
Score: -18566996.000000 Penalty: 5931.048340
	Iteration 4F: 3 clusters Score -1.8567e+07 nChanged 10716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75440 members 
Mstep: Class 2 contains 80583 members 
Entering Unmasked Estep 
Score: -18574326.000000 Penalty: 5931.048340
	Iteration 5F: 3 clusters Score -1.857433e+07 nChanged 11266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72080 members 
Mstep: Class 2 contains 83943 members 
Entering Unmasked Estep 
Score: -18583082.000000 Penalty: 5931.048340
	Iteration 6F: 3 clusters Score -1.858308e+07 nChanged 10478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68534 members 
Mstep: Class 2 contains 87489 members 
Entering Unmasked Estep 
Score: -18590682.000000 Penalty: 5931.048340
	Iteration 7F: 3 clusters Score -1.859068e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65462 members 
Mstep: Class 2 contains 90561 members 
Entering Unmasked Estep 
Score: -18594748.000000 Penalty: 5931.048340
	Iteration 8F: 3 clusters Score -1.859475e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62942 members 
Mstep: Class 2 contains 93081 members 
Entering Unmasked Estep 
Score: -18596694.000000 Penalty: 5931.048340
	Iteration 9Q: 3 clusters Score -1.859669e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60682 members 
Mstep: Class 2 contains 95341 members 
Entering Unmasked Estep 
Score: -18597842.000000 Penalty: 5931.048340
	Iteration 10Q: 3 clusters Score -1.859784e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58497 members 
Mstep: Class 2 contains 97526 members 
Entering Unmasked Estep 
Score: -18598978.000000 Penalty: 5931.048340
	Iteration 11Q: 3 clusters Score -1.859898e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 99599 members 
Entering Unmasked Estep 
Score: -18599912.000000 Penalty: 5931.048340
	Iteration 12Q: 3 clusters Score -1.859991e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 101589 members 
Entering Unmasked Estep 
Score: -18600870.000000 Penalty: 5931.048340
	Iteration 13Q: 3 clusters Score -1.860087e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52491 members 
Mstep: Class 2 contains 103532 members 
Entering Unmasked Estep 
Score: -18601646.000000 Penalty: 5931.048340
	Iteration 14Q: 3 clusters Score -1.860165e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 105376 members 
Entering Unmasked Estep 
Score: -18602288.000000 Penalty: 5931.048340
	Iteration 15Q: 3 clusters Score -1.860229e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 107140 members 
Entering Unmasked Estep 
Score: -18602990.000000 Penalty: 5931.048340
	Iteration 16Q: 3 clusters Score -1.860299e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 108912 members 
Entering Unmasked Estep 
Score: -18603440.000000 Penalty: 5931.048340
	Iteration 17Q: 3 clusters Score -1.860344e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 110661 members 
Entering Unmasked Estep 
Score: -18603902.000000 Penalty: 5931.048340
	Iteration 18Q: 3 clusters Score -1.86039e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 112393 members 
Entering Unmasked Estep 
Score: -18604310.000000 Penalty: 5931.048340
	Iteration 19Q: 3 clusters Score -1.860431e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 114154 members 
Entering Unmasked Estep 
Score: -18604760.000000 Penalty: 5931.048340
	Iteration 20F: 3 clusters Score -1.860476e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 115851 members 
Entering Unmasked Estep 
Score: -18605058.000000 Penalty: 5931.048340
	Iteration 21Q: 3 clusters Score -1.860506e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 117605 members 
Entering Unmasked Estep 
Score: -18605424.000000 Penalty: 5931.048340
	Iteration 22Q: 3 clusters Score -1.860542e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 119309 members 
Entering Unmasked Estep 
Score: -18605686.000000 Penalty: 5931.048340
	Iteration 23Q: 3 clusters Score -1.860569e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 120905 members 
Entering Unmasked Estep 
Score: -18605952.000000 Penalty: 5931.048340
	Iteration 24Q: 3 clusters Score -1.860595e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 122372 members 
Entering Unmasked Estep 
Score: -18606256.000000 Penalty: 5931.048340
	Iteration 25Q: 3 clusters Score -1.860626e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 123851 members 
Entering Unmasked Estep 
Score: -18606438.000000 Penalty: 5931.048340
	Iteration 26Q: 3 clusters Score -1.860644e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 125401 members 
Entering Unmasked Estep 
Score: -18606696.000000 Penalty: 5931.048340
	Iteration 27Q: 3 clusters Score -1.86067e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 126881 members 
Entering Unmasked Estep 
Score: -18607004.000000 Penalty: 5931.048340
	Iteration 28Q: 3 clusters Score -1.8607e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 128298 members 
Entering Unmasked Estep 
Score: -18607324.000000 Penalty: 5931.048340
	Iteration 29Q: 3 clusters Score -1.860732e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 129715 members 
Entering Unmasked Estep 
Score: -18607644.000000 Penalty: 5931.048340
	Iteration 30Q: 3 clusters Score -1.860764e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 131083 members 
Entering Unmasked Estep 
Score: -18607874.000000 Penalty: 5931.048340
	Iteration 31Q: 3 clusters Score -1.860787e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 132384 members 
Entering Unmasked Estep 
Score: -18608124.000000 Penalty: 5931.048340
	Iteration 32Q: 3 clusters Score -1.860812e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 133707 members 
Entering Unmasked Estep 
Score: -18608392.000000 Penalty: 5931.048340
	Iteration 33Q: 3 clusters Score -1.860839e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 134968 members 
Entering Unmasked Estep 
Score: -18608684.000000 Penalty: 5931.048340
	Iteration 34Q: 3 clusters Score -1.860868e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 136207 members 
Entering Unmasked Estep 
Score: -18608978.000000 Penalty: 5931.048340
	Iteration 35Q: 3 clusters Score -1.860898e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 137401 members 
Entering Unmasked Estep 
Score: -18609116.000000 Penalty: 5931.048340
	Iteration 36Q: 3 clusters Score -1.860912e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 138542 members 
Entering Unmasked Estep 
Score: -18609378.000000 Penalty: 5931.048340
	Iteration 37Q: 3 clusters Score -1.860938e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 139649 members 
Entering Unmasked Estep 
Score: -18609572.000000 Penalty: 5931.048340
	Iteration 38Q: 3 clusters Score -1.860957e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 140687 members 
Entering Unmasked Estep 
Score: -18609832.000000 Penalty: 5931.048340
	Iteration 39Q: 3 clusters Score -1.860983e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 141636 members 
Entering Unmasked Estep 
Score: -18610108.000000 Penalty: 5931.048340
	Iteration 40F: 3 clusters Score -1.861011e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 142555 members 
Entering Unmasked Estep 
Score: -18610300.000000 Penalty: 5931.048340
	Iteration 41Q: 3 clusters Score -1.86103e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 143382 members 
Entering Unmasked Estep 
Score: -18610550.000000 Penalty: 5931.048340
	Iteration 42Q: 3 clusters Score -1.861055e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 144184 members 
Entering Unmasked Estep 
Score: -18610648.000000 Penalty: 5931.048340
	Iteration 43Q: 3 clusters Score -1.861065e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 144917 members 
Entering Unmasked Estep 
Score: -18610788.000000 Penalty: 5931.048340
	Iteration 44Q: 3 clusters Score -1.861079e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 145573 members 
Entering Unmasked Estep 
Score: -18610852.000000 Penalty: 5931.048340
	Iteration 45Q: 3 clusters Score -1.861085e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 146196 members 
Entering Unmasked Estep 
Score: -18610972.000000 Penalty: 5931.048340
	Iteration 46Q: 3 clusters Score -1.861097e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 146761 members 
Entering Unmasked Estep 
Score: -18611116.000000 Penalty: 5931.048340
	Iteration 47Q: 3 clusters Score -1.861112e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 147278 members 
Entering Unmasked Estep 
Score: -18611224.000000 Penalty: 5931.048340
	Iteration 48Q: 3 clusters Score -1.861122e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 147776 members 
Entering Unmasked Estep 
Score: -18611288.000000 Penalty: 5931.048340
	Iteration 49Q: 3 clusters Score -1.861129e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 148227 members 
Entering Unmasked Estep 
Score: -18611334.000000 Penalty: 5931.048340
	Iteration 50Q: 3 clusters Score -1.861133e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 148654 members 
Entering Unmasked Estep 
Score: -18611436.000000 Penalty: 5931.048340
	Iteration 51Q: 3 clusters Score -1.861144e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 149043 members 
Entering Unmasked Estep 
Score: -18611532.000000 Penalty: 5931.048340
	Iteration 52Q: 3 clusters Score -1.861153e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 149395 members 
Entering Unmasked Estep 
Score: -18611566.000000 Penalty: 5931.048340
	Iteration 53Q: 3 clusters Score -1.861157e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 149698 members 
Entering Unmasked Estep 
Score: -18611574.000000 Penalty: 5931.048340
	Iteration 54Q: 3 clusters Score -1.861157e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 149998 members 
Entering Unmasked Estep 
Score: -18611658.000000 Penalty: 5931.048340
	Iteration 55Q: 3 clusters Score -1.861166e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 150287 members 
Entering Unmasked Estep 
Score: -18611722.000000 Penalty: 5931.048340
	Iteration 56Q: 3 clusters Score -1.861172e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 150557 members 
Entering Unmasked Estep 
Score: -18611694.000000 Penalty: 5931.048340
	Iteration 57Q: 3 clusters Score -1.861169e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 150800 members 
Entering Unmasked Estep 
Score: -18611712.000000 Penalty: 5931.048340
	Iteration 58Q: 3 clusters Score -1.861171e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 151010 members 
Entering Unmasked Estep 
Score: -18611742.000000 Penalty: 5931.048340
	Iteration 59Q: 3 clusters Score -1.861174e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 151192 members 
Entering Unmasked Estep 
Score: -18611790.000000 Penalty: 5931.048340
	Iteration 60F: 3 clusters Score -1.861179e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 151354 members 
Entering Unmasked Estep 
Score: -18611766.000000 Penalty: 5931.048340
	Iteration 61Q: 3 clusters Score -1.861177e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 151497 members 
Entering Unmasked Estep 
Score: -18611774.000000 Penalty: 5931.048340
	Iteration 62Q: 3 clusters Score -1.861177e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 151612 members 
Entering Unmasked Estep 
Score: -18611800.000000 Penalty: 5931.048340
	Iteration 63Q: 3 clusters Score -1.86118e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 151718 members 
Entering Unmasked Estep 
Score: -18611824.000000 Penalty: 5931.048340
	Iteration 64Q: 3 clusters Score -1.861182e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 151812 members 
Entering Unmasked Estep 
Score: -18611824.000000 Penalty: 5931.048340
	Iteration 65Q: 3 clusters Score -1.861182e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 151908 members 
Entering Unmasked Estep 
Score: -18611840.000000 Penalty: 5931.048340
	Iteration 66Q: 3 clusters Score -1.861184e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 152002 members 
Entering Unmasked Estep 
Score: -18611824.000000 Penalty: 5931.048340
	Iteration 67Q: 3 clusters Score -1.861182e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 152082 members 
Entering Unmasked Estep 
Score: -18611824.000000 Penalty: 5931.048340
	Iteration 68Q: 3 clusters Score -1.861182e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 152155 members 
Entering Unmasked Estep 
Score: -18611810.000000 Penalty: 5931.048340
	Iteration 69Q: 3 clusters Score -1.861181e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 152219 members 
Entering Unmasked Estep 
Score: -18611832.000000 Penalty: 5931.048340
	Iteration 70Q: 3 clusters Score -1.861183e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 152279 members 
Entering Unmasked Estep 
Score: -18611862.000000 Penalty: 5931.048340
	Iteration 71Q: 3 clusters Score -1.861186e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 152338 members 
Entering Unmasked Estep 
Score: -18611878.000000 Penalty: 5931.048340
	Iteration 72Q: 3 clusters Score -1.861188e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 152376 members 
Entering Unmasked Estep 
Score: -18611874.000000 Penalty: 5931.048340
	Iteration 73Q: 3 clusters Score -1.861187e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 152410 members 
Entering Unmasked Estep 
Score: -18611858.000000 Penalty: 5931.048340
	Iteration 74Q: 3 clusters Score -1.861186e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 152443 members 
Entering Unmasked Estep 
Score: -18611850.000000 Penalty: 5931.048340
	Iteration 75Q: 3 clusters Score -1.861185e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 152456 members 
Entering Unmasked Estep 
Score: -18611866.000000 Penalty: 5931.048340
	Iteration 76Q: 3 clusters Score -1.861187e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 152474 members 
Entering Unmasked Estep 
Score: -18611876.000000 Penalty: 5931.048340
	Iteration 77Q: 3 clusters Score -1.861188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 152479 members 
Entering Unmasked Estep 
Score: -18611864.000000 Penalty: 5931.048340
	Iteration 78Q: 3 clusters Score -1.861186e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 152490 members 
Entering Unmasked Estep 
Score: -18611872.000000 Penalty: 5931.048340
	Iteration 79Q: 3 clusters Score -1.861187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 152498 members 
Entering Unmasked Estep 
Score: -18611856.000000 Penalty: 5931.048340
	Iteration 80F: 3 clusters Score -1.861186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 152506 members 
Entering Unmasked Estep 
Score: -18611864.000000 Penalty: 5931.048340
	Iteration 81Q: 3 clusters Score -1.861186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 152510 members 
Entering Unmasked Estep 
Score: -18611858.000000 Penalty: 5931.048340
	Iteration 82Q: 3 clusters Score -1.861186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 152511 members 
Entering Unmasked Estep 
Score: -18611854.000000 Penalty: 5931.048340
	Iteration 83Q: 3 clusters Score -1.861185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 152511 members 
Entering Unmasked Estep 
Score: -18611854.000000 Penalty: 5931.048340
	Iteration 84F: 3 clusters Score -1.861185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 18860 members 
Mstep: Class 3 contains 4479 members 
Mstep: Class 4 contains 2509 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 6 contains 45023 members 
Mstep: Class 7 contains 6216 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 1708 members 
Mstep: Class 10 contains 2537 members 
Mstep: Class 11 contains 5701 members 
Mstep: Class 12 contains 7200 members 
Mstep: Class 13 contains 1531 members 
Mstep: Class 14 contains 14598 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 26118 members 
Mstep: Class 17 contains 1953 members 
Mstep: Class 18 contains 11552 members 
Mstep: Class 19 contains 46877 members 
Mstep: Class 20 contains 78337 members 
Mstep: Class 22 contains 215562 members 
Mstep: Class 23 contains 156023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044136.000000 Penalty: 73299.523438
Iteration 79Q: 23 clusters Score -8.004414e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 18839 members 
Mstep: Class 3 contains 4476 members 
Mstep: Class 4 contains 2495 members 
Mstep: Class 5 contains 3614 members 
Mstep: Class 6 contains 45104 members 
Mstep: Class 7 contains 6214 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 1710 members 
Mstep: Class 10 contains 2535 members 
Mstep: Class 11 contains 5704 members 
Mstep: Class 12 contains 7168 members 
Mstep: Class 13 contains 1515 members 
Mstep: Class 14 contains 14604 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 26116 members 
Mstep: Class 17 contains 1953 members 
Mstep: Class 18 contains 11546 members 
Mstep: Class 19 contains 46859 members 
Mstep: Class 20 contains 78480 members 
Mstep: Class 22 contains 215433 members 
Mstep: Class 23 contains 156018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044432.000000 Penalty: 73299.523438
Iteration 80F: 23 clusters Score -8.004443e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 18834 members 
Mstep: Class 3 contains 4474 members 
Mstep: Class 4 contains 2495 members 
Mstep: Class 5 contains 3618 members 
Mstep: Class 6 contains 45191 members 
Mstep: Class 7 contains 6213 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 1711 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 7150 members 
Mstep: Class 13 contains 1500 members 
Mstep: Class 14 contains 14602 members 
Mstep: Class 15 contains 667 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 1953 members 
Mstep: Class 18 contains 11535 members 
Mstep: Class 19 contains 46844 members 
Mstep: Class 20 contains 78596 members 
Mstep: Class 22 contains 215266 members 
Mstep: Class 23 contains 156044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044688.000000 Penalty: 73299.523438
Iteration 81Q: 23 clusters Score -8.004469e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 18824 members 
Mstep: Class 3 contains 4473 members 
Mstep: Class 4 contains 2493 members 
Mstep: Class 5 contains 3624 members 
Mstep: Class 6 contains 45272 members 
Mstep: Class 7 contains 6212 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 1711 members 
Mstep: Class 10 contains 2537 members 
Mstep: Class 11 contains 5719 members 
Mstep: Class 12 contains 7122 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 14603 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 26110 members 
Mstep: Class 17 contains 1954 members 
Mstep: Class 18 contains 11520 members 
Mstep: Class 19 contains 46848 members 
Mstep: Class 20 contains 78683 members 
Mstep: Class 22 contains 215162 members 
Mstep: Class 23 contains 156037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044784.000000 Penalty: 73299.523438
Iteration 82Q: 23 clusters Score -8.004478e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 18815 members 
Mstep: Class 3 contains 4471 members 
Mstep: Class 4 contains 2490 members 
Mstep: Class 5 contains 3638 members 
Mstep: Class 6 contains 45353 members 
Mstep: Class 7 contains 6215 members 
Mstep: Class 8 contains 1152 members 
Mstep: Class 9 contains 1713 members 
Mstep: Class 10 contains 2537 members 
Mstep: Class 11 contains 5724 members 
Mstep: Class 12 contains 7088 members 
Mstep: Class 13 contains 1472 members 
Mstep: Class 14 contains 14608 members 
Mstep: Class 15 contains 663 members 
Mstep: Class 16 contains 26124 members 
Mstep: Class 17 contains 1957 members 
Mstep: Class 18 contains 11504 members 
Mstep: Class 19 contains 46849 members 
Mstep: Class 20 contains 78786 members 
Mstep: Class 22 contains 215060 members 
Mstep: Class 23 contains 156008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044904.000000 Penalty: 73299.523438
Iteration 83Q: 23 clusters Score -8.00449e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 18798 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 2488 members 
Mstep: Class 5 contains 3653 members 
Mstep: Class 6 contains 45414 members 
Mstep: Class 7 contains 6214 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 1714 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 5725 members 
Mstep: Class 12 contains 7050 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 14613 members 
Mstep: Class 15 contains 663 members 
Mstep: Class 16 contains 26129 members 
Mstep: Class 17 contains 1958 members 
Mstep: Class 18 contains 11505 members 
Mstep: Class 19 contains 46862 members 
Mstep: Class 20 contains 78885 members 
Mstep: Class 22 contains 214950 members 
Mstep: Class 23 contains 155986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80045200.000000 Penalty: 73299.523438
Iteration 84Q: 23 clusters Score -8.00452e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 18797 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 45474 members 
Mstep: Class 7 contains 6216 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 1714 members 
Mstep: Class 10 contains 2535 members 
Mstep: Class 11 contains 5733 members 
Mstep: Class 12 contains 7016 members 
Mstep: Class 13 contains 1455 members 
Mstep: Class 14 contains 14615 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 26119 members 
Mstep: Class 17 contains 1961 members 
Mstep: Class 18 contains 11498 members 
Mstep: Class 19 contains 46874 members 
Mstep: Class 20 contains 78966 members 
Mstep: Class 22 contains 214824 members 
Mstep: Class 23 contains 155986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80045416.000000 Penalty: 73299.523438
Iteration 85Q: 23 clusters Score -8.004542e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 18791 members 
Mstep: Class 3 contains 4467 members 
Mstep: Class 4 contains 2474 members 
Mstep: Class 5 contains 3686 members 
Mstep: Class 6 contains 45544 members 
Mstep: Class 7 contains 6217 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 1713 members 
Mstep: Class 10 contains 2535 members 
Mstep: Class 11 contains 5738 members 
Mstep: Class 12 contains 6985 members 
Mstep: Class 13 contains 1448 members 
Mstep: Class 14 contains 14617 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 26132 members 
Mstep: Class 17 contains 1961 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 46881 members 
Mstep: Class 20 contains 79034 members 
Mstep: Class 22 contains 214705 members 
Mstep: Class 23 contains 155983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80045424.000000 Penalty: 73299.523438
Iteration 86Q: 23 clusters Score -8.004542e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 18784 members 
Mstep: Class 3 contains 4462 members 
Mstep: Class 4 contains 2460 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 45611 members 
Mstep: Class 7 contains 6220 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 9 contains 1714 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 5750 members 
Mstep: Class 12 contains 6943 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 14621 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 26128 members 
Mstep: Class 17 contains 1961 members 
Mstep: Class 18 contains 11493 members 
Mstep: Class 19 contains 46873 members 
Mstep: Class 20 contains 79075 members 
Mstep: Class 22 contains 214679 members 
Mstep: Class 23 contains 155948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80045544.000000 Penalty: 73299.523438
Iteration 87Q: 23 clusters Score -8.004554e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 18780 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 2447 members 
Mstep: Class 5 contains 3698 members 
Mstep: Class 6 contains 45676 members 
Mstep: Class 7 contains 6219 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 1713 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 5759 members 
Mstep: Class 12 contains 6902 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 14625 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 26121 members 
Mstep: Class 17 contains 1961 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 46864 members 
Mstep: Class 20 contains 79144 members 
Mstep: Class 22 contains 214647 members 
Mstep: Class 23 contains 155914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80045552.000000 Penalty: 73299.523438
Iteration 88Q: 23 clusters Score -8.004555e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 18770 members 
Mstep: Class 3 contains 4450 members 
Mstep: Class 4 contains 2434 members 
Mstep: Class 5 contains 3703 members 
Mstep: Class 6 contains 45752 members 
Mstep: Class 7 contains 6212 members 
Mstep: Class 8 contains 1147 members 
Mstep: Class 9 contains 1715 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 5767 members 
Mstep: Class 12 contains 6875 members 
Mstep: Class 13 contains 1446 members 
Mstep: Class 14 contains 14630 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 26116 members 
Mstep: Class 17 contains 1961 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 46843 members 
Mstep: Class 20 contains 79228 members 
Mstep: Class 22 contains 214569 members 
Mstep: Class 23 contains 155907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80045536.000000 Penalty: 73299.523438
Iteration 89Q: 23 clusters Score -8.004554e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 18759 members 
Mstep: Class 3 contains 4443 members 
Mstep: Class 4 contains 2422 members 
Mstep: Class 5 contains 3706 members 
Mstep: Class 6 contains 45812 members 
Mstep: Class 7 contains 6210 members 
Mstep: Class 8 contains 1146 members 
Mstep: Class 9 contains 1715 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 5769 members 
Mstep: Class 12 contains 6866 members 
Mstep: Class 13 contains 1447 members 
Mstep: Class 14 contains 14635 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 26116 members 
Mstep: Class 17 contains 1961 members 
Mstep: Class 18 contains 11496 members 
Mstep: Class 19 contains 46805 members 
Mstep: Class 20 contains 79303 members 
Mstep: Class 22 contains 214518 members 
Mstep: Class 23 contains 155883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80045560.000000 Penalty: 73299.523438
Iteration 90Q: 23 clusters Score -8.004556e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 18753 members 
Mstep: Class 3 contains 4440 members 
Mstep: Class 4 contains 2416 members 
Mstep: Class 5 contains 3709 members 
Mstep: Class 6 contains 45854 members 
Mstep: Class 7 contains 6206 members 
Mstep: Class 8 contains 1142 members 
Mstep: Class 9 contains 1715 members 
Mstep: Class 10 contains 2537 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 6856 members 
Mstep: Class 13 contains 1450 members 
Mstep: Class 14 contains 14640 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 26117 members 
Mstep: Class 17 contains 1962 members 
Mstep: Class 18 contains 11498 members 
Mstep: Class 19 contains 46753 members 
Mstep: Class 20 contains 79382 members 
Mstep: Class 22 contains 214485 members 
Mstep: Class 23 contains 155861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80045688.000000 Penalty: 73299.523438
Iteration 91Q: 23 clusters Score -8.004569e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 18749 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 2411 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 45887 members 
Mstep: Class 7 contains 6206 members 
Mstep: Class 8 contains 1145 members 
Mstep: Class 9 contains 1714 members 
Mstep: Class 10 contains 2537 members 
Mstep: Class 11 contains 5775 members 
Mstep: Class 12 contains 6856 members 
Mstep: Class 13 contains 1453 members 
Mstep: Class 14 contains 14643 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26105 members 
Mstep: Class 17 contains 1963 members 
Mstep: Class 18 contains 11498 members 
Mstep: Class 19 contains 46701 members 
Mstep: Class 20 contains 79465 members 
Mstep: Class 22 contains 214465 members 
Mstep: Class 23 contains 155823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80045752.000000 Penalty: 73299.523438
Iteration 92Q: 23 clusters Score -8.004575e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 18749 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 2407 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 45926 members 
Mstep: Class 7 contains 6208 members 
Mstep: Class 8 contains 1145 members 
Mstep: Class 9 contains 1713 members 
Mstep: Class 10 contains 2537 members 
Mstep: Class 11 contains 5777 members 
Mstep: Class 12 contains 6851 members 
Mstep: Class 13 contains 1456 members 
Mstep: Class 14 contains 14646 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26095 members 
Mstep: Class 17 contains 1964 members 
Mstep: Class 18 contains 11499 members 
Mstep: Class 19 contains 46641 members 
Mstep: Class 20 contains 79570 members 
Mstep: Class 22 contains 214429 members 
Mstep: Class 23 contains 155784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80045864.000000 Penalty: 73299.523438
Iteration 93Q: 23 clusters Score -8.004586e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 18749 members 
Mstep: Class 3 contains 4433 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 45971 members 
Mstep: Class 7 contains 6208 members 
Mstep: Class 8 contains 1146 members 
Mstep: Class 9 contains 1712 members 
Mstep: Class 10 contains 2535 members 
Mstep: Class 11 contains 5778 members 
Mstep: Class 12 contains 6846 members 
Mstep: Class 13 contains 1458 members 
Mstep: Class 14 contains 14648 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26091 members 
Mstep: Class 17 contains 1964 members 
Mstep: Class 18 contains 11498 members 
Mstep: Class 19 contains 46573 members 
Mstep: Class 20 contains 79678 members 
Mstep: Class 22 contains 214414 members 
Mstep: Class 23 contains 155729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046024.000000 Penalty: 73299.523438
Iteration 94Q: 23 clusters Score -8.004602e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 18745 members 
Mstep: Class 3 contains 4432 members 
Mstep: Class 4 contains 2392 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 46018 members 
Mstep: Class 7 contains 6203 members 
Mstep: Class 8 contains 1149 members 
Mstep: Class 9 contains 1711 members 
Mstep: Class 10 contains 2534 members 
Mstep: Class 11 contains 5777 members 
Mstep: Class 12 contains 6841 members 
Mstep: Class 13 contains 1462 members 
Mstep: Class 14 contains 14648 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26095 members 
Mstep: Class 17 contains 1964 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 46504 members 
Mstep: Class 20 contains 79773 members 
Mstep: Class 22 contains 214428 members 
Mstep: Class 23 contains 155660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046056.000000 Penalty: 73299.523438
Iteration 95Q: 23 clusters Score -8.004606e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 18737 members 
Mstep: Class 3 contains 4431 members 
Mstep: Class 4 contains 2384 members 
Mstep: Class 5 contains 3718 members 
Mstep: Class 6 contains 46057 members 
Mstep: Class 7 contains 6197 members 
Mstep: Class 8 contains 1152 members 
Mstep: Class 9 contains 1713 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5778 members 
Mstep: Class 12 contains 6834 members 
Mstep: Class 13 contains 1461 members 
Mstep: Class 14 contains 14648 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26107 members 
Mstep: Class 17 contains 1964 members 
Mstep: Class 18 contains 11482 members 
Mstep: Class 19 contains 46467 members 
Mstep: Class 20 contains 79845 members 
Mstep: Class 22 contains 214415 members 
Mstep: Class 23 contains 155618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046160.000000 Penalty: 73299.523438
Iteration 96Q: 23 clusters Score -8.004616e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 18732 members 
Mstep: Class 3 contains 4430 members 
Mstep: Class 4 contains 2382 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 46084 members 
Mstep: Class 7 contains 6193 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 1716 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5783 members 
Mstep: Class 12 contains 6826 members 
Mstep: Class 13 contains 1462 members 
Mstep: Class 14 contains 14648 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26122 members 
Mstep: Class 17 contains 1964 members 
Mstep: Class 18 contains 11484 members 
Mstep: Class 19 contains 46420 members 
Mstep: Class 20 contains 79910 members 
Mstep: Class 22 contains 214424 members 
Mstep: Class 23 contains 155551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046336.000000 Penalty: 73299.523438
Iteration 97Q: 23 clusters Score -8.004634e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 18730 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 2379 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 46107 members 
Mstep: Class 7 contains 6195 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5788 members 
Mstep: Class 12 contains 6827 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 14650 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26135 members 
Mstep: Class 17 contains 1964 members 
Mstep: Class 18 contains 11485 members 
Mstep: Class 19 contains 46382 members 
Mstep: Class 20 contains 79961 members 
Mstep: Class 22 contains 214382 members 
Mstep: Class 23 contains 155535 members 
Entering Unmasked Estep 
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Score: -80046384.000000 Penalty: 73299.523438
Iteration 98Q: 23 clusters Score -8.004638e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 18733 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 2377 members 
Mstep: Class 5 contains 3738 members 
Mstep: Class 6 contains 46129 members 
Mstep: Class 7 contains 6193 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5794 members 
Mstep: Class 12 contains 6826 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 14649 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26141 members 
Mstep: Class 17 contains 1964 members 
Mstep: Class 18 contains 11485 members 
Mstep: Class 19 contains 46341 members 
Mstep: Class 20 contains 80002 members 
Mstep: Class 22 contains 214371 members 
Mstep: Class 23 contains 155509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046440.000000 Penalty: 73299.523438
Iteration 99Q: 23 clusters Score -8.004644e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 18743 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 3744 members 
Mstep: Class 6 contains 46148 members 
Mstep: Class 7 contains 6193 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5796 members 
Mstep: Class 12 contains 6824 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 14648 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26143 members 
Mstep: Class 17 contains 1964 members 
Mstep: Class 18 contains 11488 members 
Mstep: Class 19 contains 46308 members 
Mstep: Class 20 contains 80045 members 
Mstep: Class 22 contains 214356 members 
Mstep: Class 23 contains 155476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046552.000000 Penalty: 73299.523438
Iteration 100F: 23 clusters Score -8.004655e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 18739 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 2371 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 46171 members 
Mstep: Class 7 contains 6195 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 5798 members 
Mstep: Class 12 contains 6822 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 14650 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26142 members 
Mstep: Class 17 contains 1964 members 
Mstep: Class 18 contains 11491 members 
Mstep: Class 19 contains 46266 members 
Mstep: Class 20 contains 80098 members 
Mstep: Class 22 contains 214358 members 
Mstep: Class 23 contains 155446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046752.000000 Penalty: 73299.523438
Iteration 101Q: 23 clusters Score -8.004675e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 18740 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 2374 members 
Mstep: Class 5 contains 3751 members 
Mstep: Class 6 contains 46199 members 
Mstep: Class 7 contains 6192 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 1719 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 5799 members 
Mstep: Class 12 contains 6818 members 
Mstep: Class 13 contains 1465 members 
Mstep: Class 14 contains 14655 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 26143 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11493 members 
Mstep: Class 19 contains 46223 members 
Mstep: Class 20 contains 80144 members 
Mstep: Class 22 contains 214315 members 
Mstep: Class 23 contains 155441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046776.000000 Penalty: 73299.523438
Iteration 102Q: 23 clusters Score -8.004678e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 18741 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 2370 members 
Mstep: Class 5 contains 3757 members 
Mstep: Class 6 contains 46219 members 
Mstep: Class 7 contains 6190 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 5799 members 
Mstep: Class 12 contains 6817 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 26135 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11498 members 
Mstep: Class 19 contains 46196 members 
Mstep: Class 20 contains 80194 members 
Mstep: Class 22 contains 214281 members 
Mstep: Class 23 contains 155430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046832.000000 Penalty: 73299.523438
Iteration 103Q: 23 clusters Score -8.004683e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 18734 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 46237 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 1721 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 5801 members 
Mstep: Class 12 contains 6811 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 14662 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 26134 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11503 members 
Mstep: Class 19 contains 46153 members 
Mstep: Class 20 contains 80245 members 
Mstep: Class 22 contains 214270 members 
Mstep: Class 23 contains 155411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046968.000000 Penalty: 73299.523438
Iteration 104Q: 23 clusters Score -8.004697e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 18729 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 3767 members 
Mstep: Class 6 contains 46263 members 
Mstep: Class 7 contains 6190 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 1723 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 5802 members 
Mstep: Class 12 contains 6804 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 14663 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 26129 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11501 members 
Mstep: Class 19 contains 46103 members 
Mstep: Class 20 contains 80298 members 
Mstep: Class 22 contains 214275 members 
Mstep: Class 23 contains 155392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046968.000000 Penalty: 73299.523438
Iteration 105Q: 23 clusters Score -8.004697e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 18724 members 
Mstep: Class 3 contains 4420 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 3771 members 
Mstep: Class 6 contains 46273 members 
Mstep: Class 7 contains 6192 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 1725 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 5803 members 
Mstep: Class 12 contains 6794 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 26122 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 46062 members 
Mstep: Class 20 contains 80366 members 
Mstep: Class 22 contains 214293 members 
Mstep: Class 23 contains 155348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046904.000000 Penalty: 73299.523438
Iteration 106Q: 23 clusters Score -8.00469e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 18722 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2363 members 
Mstep: Class 5 contains 3775 members 
Mstep: Class 6 contains 46289 members 
Mstep: Class 7 contains 6194 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 1726 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5803 members 
Mstep: Class 12 contains 6785 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11500 members 
Mstep: Class 19 contains 46040 members 
Mstep: Class 20 contains 80440 members 
Mstep: Class 22 contains 214283 members 
Mstep: Class 23 contains 155311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046896.000000 Penalty: 73299.523438
Iteration 107Q: 23 clusters Score -8.00469e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 18715 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 3780 members 
Mstep: Class 6 contains 46296 members 
Mstep: Class 7 contains 6193 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 1727 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5807 members 
Mstep: Class 12 contains 6781 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 26108 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 46011 members 
Mstep: Class 20 contains 80485 members 
Mstep: Class 22 contains 214289 members 
Mstep: Class 23 contains 155285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046800.000000 Penalty: 73299.523438
Iteration 108Q: 23 clusters Score -8.00468e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 18710 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2356 members 
Mstep: Class 5 contains 3782 members 
Mstep: Class 6 contains 46310 members 
Mstep: Class 7 contains 6194 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 1727 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5807 members 
Mstep: Class 12 contains 6773 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 26109 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11500 members 
Mstep: Class 19 contains 45969 members 
Mstep: Class 20 contains 80532 members 
Mstep: Class 22 contains 214280 members 
Mstep: Class 23 contains 155286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80046912.000000 Penalty: 73299.523438
Iteration 109Q: 23 clusters Score -8.004691e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 18700 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2355 members 
Mstep: Class 5 contains 3785 members 
Mstep: Class 6 contains 46317 members 
Mstep: Class 7 contains 6195 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 1727 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5806 members 
Mstep: Class 12 contains 6760 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11498 members 
Mstep: Class 19 contains 45936 members 
Mstep: Class 20 contains 80587 members 
Mstep: Class 22 contains 214272 members 
Mstep: Class 23 contains 155286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047080.000000 Penalty: 73299.523438
Iteration 110Q: 23 clusters Score -8.004708e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 18684 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2356 members 
Mstep: Class 5 contains 3789 members 
Mstep: Class 6 contains 46316 members 
Mstep: Class 7 contains 6193 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 1728 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5807 members 
Mstep: Class 12 contains 6756 members 
Mstep: Class 13 contains 1465 members 
Mstep: Class 14 contains 14665 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26112 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11499 members 
Mstep: Class 19 contains 45899 members 
Mstep: Class 20 contains 80647 members 
Mstep: Class 22 contains 214283 members 
Mstep: Class 23 contains 155271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047088.000000 Penalty: 73299.523438
Iteration 111Q: 23 clusters Score -8.004709e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 18680 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2359 members 
Mstep: Class 5 contains 3791 members 
Mstep: Class 6 contains 46323 members 
Mstep: Class 7 contains 6192 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 1729 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5808 members 
Mstep: Class 12 contains 6747 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 14664 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26108 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11503 members 
Mstep: Class 19 contains 45877 members 
Mstep: Class 20 contains 80681 members 
Mstep: Class 22 contains 214263 members 
Mstep: Class 23 contains 155280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047160.000000 Penalty: 73299.523438
Iteration 112Q: 23 clusters Score -8.004716e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 18672 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2362 members 
Mstep: Class 5 contains 3795 members 
Mstep: Class 6 contains 46328 members 
Mstep: Class 7 contains 6193 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 1730 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5811 members 
Mstep: Class 12 contains 6744 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 14663 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26100 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11499 members 
Mstep: Class 19 contains 45855 members 
Mstep: Class 20 contains 80722 members 
Mstep: Class 22 contains 214248 members 
Mstep: Class 23 contains 155284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047240.000000 Penalty: 73299.523438
Iteration 113Q: 23 clusters Score -8.004724e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 18670 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 4 contains 2364 members 
Mstep: Class 5 contains 3799 members 
Mstep: Class 6 contains 46340 members 
Mstep: Class 7 contains 6193 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 1730 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5810 members 
Mstep: Class 12 contains 6735 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 14664 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26096 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11496 members 
Mstep: Class 19 contains 45831 members 
Mstep: Class 20 contains 80747 members 
Mstep: Class 22 contains 214244 members 
Mstep: Class 23 contains 155290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047208.000000 Penalty: 73299.523438
Iteration 114Q: 23 clusters Score -8.004721e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 18660 members 
Mstep: Class 3 contains 4417 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 3802 members 
Mstep: Class 6 contains 46350 members 
Mstep: Class 7 contains 6194 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 1731 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5810 members 
Mstep: Class 12 contains 6727 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 14665 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26096 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 45810 members 
Mstep: Class 20 contains 80777 members 
Mstep: Class 22 contains 214246 members 
Mstep: Class 23 contains 155272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047192.000000 Penalty: 73299.523438
Iteration 115Q: 23 clusters Score -8.004719e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 18652 members 
Mstep: Class 3 contains 4417 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 3805 members 
Mstep: Class 6 contains 46356 members 
Mstep: Class 7 contains 6194 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 1730 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5815 members 
Mstep: Class 12 contains 6724 members 
Mstep: Class 13 contains 1467 members 
Mstep: Class 14 contains 14665 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26098 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11503 members 
Mstep: Class 19 contains 45777 members 
Mstep: Class 20 contains 80811 members 
Mstep: Class 22 contains 214249 members 
Mstep: Class 23 contains 155267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047272.000000 Penalty: 73299.523438
Iteration 116Q: 23 clusters Score -8.004727e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 18648 members 
Mstep: Class 3 contains 4417 members 
Mstep: Class 4 contains 2364 members 
Mstep: Class 5 contains 3805 members 
Mstep: Class 6 contains 46358 members 
Mstep: Class 7 contains 6193 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 1730 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5814 members 
Mstep: Class 12 contains 6724 members 
Mstep: Class 13 contains 1467 members 
Mstep: Class 14 contains 14664 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26103 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11500 members 
Mstep: Class 19 contains 45747 members 
Mstep: Class 20 contains 80844 members 
Mstep: Class 22 contains 214253 members 
Mstep: Class 23 contains 155265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047312.000000 Penalty: 73299.523438
Iteration 117Q: 23 clusters Score -8.004731e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 18642 members 
Mstep: Class 3 contains 4417 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 3805 members 
Mstep: Class 6 contains 46365 members 
Mstep: Class 7 contains 6193 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 1730 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 6725 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 14664 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26105 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11498 members 
Mstep: Class 19 contains 45719 members 
Mstep: Class 20 contains 80874 members 
Mstep: Class 22 contains 214264 members 
Mstep: Class 23 contains 155256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047288.000000 Penalty: 73299.523438
Iteration 118Q: 23 clusters Score -8.004729e+07 nChanged 280
Entering ConstructFrom: 
Score: -80047288.000000 Penalty: 73299.523438
Entering ConstructFrom: 
Trying to split cluster 1 (31023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Entering Unmasked Estep 
Score: -3745136.250000 Penalty: 2564.936035
	Iteration 0F: 2 clusters Score -3745136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -3723920.000000 Penalty: 5129.872070
	Iteration 0F: 3 clusters Score -3723920 nChanged 13893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -3731517.750000 Penalty: 5129.872070
	Iteration 1F: 3 clusters Score -3731518 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3732240.000000 Penalty: 5129.872070
	Iteration 2F: 3 clusters Score -3732240 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -3733103.250000 Penalty: 5129.872070
	Iteration 3F: 3 clusters Score -3733103 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -3734195.000000 Penalty: 5129.872070
	Iteration 4F: 3 clusters Score -3734195 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -3735632.000000 Penalty: 5129.872070
	Iteration 5F: 3 clusters Score -3735632 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -3737447.500000 Penalty: 5129.872070
	Iteration 6F: 3 clusters Score -3737448 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -3739342.750000 Penalty: 5129.872070
	Iteration 7F: 3 clusters Score -3739343 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -3740858.500000 Penalty: 5129.872070
	Iteration 8F: 3 clusters Score -3740858 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -3741695.000000 Penalty: 5129.872070
	Iteration 9Q: 3 clusters Score -3741695 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -3742104.500000 Penalty: 5129.872070
	Iteration 10Q: 3 clusters Score -3742104 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -3742313.250000 Penalty: 5129.872070
	Iteration 11Q: 3 clusters Score -3742313 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -3742404.250000 Penalty: 5129.872070
	Iteration 12Q: 3 clusters Score -3742404 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -3742484.000000 Penalty: 5129.872070
	Iteration 13Q: 3 clusters Score -3742484 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -3742528.000000 Penalty: 5129.872070
	Iteration 14Q: 3 clusters Score -3742528 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -3742561.250000 Penalty: 5129.872070
	Iteration 15Q: 3 clusters Score -3742561 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -3742575.500000 Penalty: 5129.872070
	Iteration 16Q: 3 clusters Score -3742576 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3742585.000000 Penalty: 5129.872070
	Iteration 17Q: 3 clusters Score -3742585 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -3742615.250000 Penalty: 5129.872070
	Iteration 18Q: 3 clusters Score -3742615 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3742629.000000 Penalty: 5129.872070
	Iteration 19Q: 3 clusters Score -3742629 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -3742652.000000 Penalty: 5129.872070
	Iteration 20F: 3 clusters Score -3742652 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -3742652.750000 Penalty: 5129.872070
	Iteration 21Q: 3 clusters Score -3742653 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -3742650.750000 Penalty: 5129.872070
	Iteration 22Q: 3 clusters Score -3742651 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -3742656.250000 Penalty: 5129.872070
	Iteration 23Q: 3 clusters Score -3742656 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -3742667.500000 Penalty: 5129.872070
	Iteration 24Q: 3 clusters Score -3742668 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -3742677.250000 Penalty: 5129.872070
	Iteration 25Q: 3 clusters Score -3742677 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -3742683.500000 Penalty: 5129.872070
	Iteration 26Q: 3 clusters Score -3742684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -3742688.750000 Penalty: 5129.872070
	Iteration 27Q: 3 clusters Score -3742689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -3742691.750000 Penalty: 5129.872070
	Iteration 28Q: 3 clusters Score -3742692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -3742697.000000 Penalty: 5129.872070
	Iteration 29Q: 3 clusters Score -3742697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -3742689.500000 Penalty: 5129.872070
	Iteration 30Q: 3 clusters Score -3742690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -3742683.750000 Penalty: 5129.872070
	Iteration 31Q: 3 clusters Score -3742684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -3742687.750000 Penalty: 5129.872070
	Iteration 32Q: 3 clusters Score -3742688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -3742689.500000 Penalty: 5129.872070
	Iteration 33Q: 3 clusters Score -3742690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -3742693.500000 Penalty: 5129.872070
	Iteration 34Q: 3 clusters Score -3742694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -3742693.750000 Penalty: 5129.872070
	Iteration 35Q: 3 clusters Score -3742694 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -3742694.250000 Penalty: 5129.872070
	Iteration 36Q: 3 clusters Score -3742694 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -3742698.250000 Penalty: 5129.872070
	Iteration 37Q: 3 clusters Score -3742698 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -3742702.750000 Penalty: 5129.872070
	Iteration 38Q: 3 clusters Score -3742703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -3742705.250000 Penalty: 5129.872070
	Iteration 39Q: 3 clusters Score -3742705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -3742709.000000 Penalty: 5129.872070
	Iteration 40F: 3 clusters Score -3742709 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -3742715.250000 Penalty: 5129.872070
	Iteration 41Q: 3 clusters Score -3742715 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -3742723.500000 Penalty: 5129.872070
	Iteration 42Q: 3 clusters Score -3742724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -3742727.000000 Penalty: 5129.872070
	Iteration 43Q: 3 clusters Score -3742727 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -3742729.250000 Penalty: 5129.872070
	Iteration 44Q: 3 clusters Score -3742729 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -3742733.500000 Penalty: 5129.872070
	Iteration 45Q: 3 clusters Score -3742734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -3742738.500000 Penalty: 5129.872070
	Iteration 46Q: 3 clusters Score -3742738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -3742749.250000 Penalty: 5129.872070
	Iteration 47Q: 3 clusters Score -3742749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -3742754.500000 Penalty: 5129.872070
	Iteration 48Q: 3 clusters Score -3742754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -3742745.250000 Penalty: 5129.872070
	Iteration 49Q: 3 clusters Score -3742745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -3742750.250000 Penalty: 5129.872070
	Iteration 50Q: 3 clusters Score -3742750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -3742751.750000 Penalty: 5129.872070
	Iteration 51Q: 3 clusters Score -3742752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -3742761.000000 Penalty: 5129.872070
	Iteration 52Q: 3 clusters Score -3742761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -3742760.750000 Penalty: 5129.872070
	Iteration 53Q: 3 clusters Score -3742761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -3742760.750000 Penalty: 5129.872070
	Iteration 54Q: 3 clusters Score -3742761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -3742766.000000 Penalty: 5129.872070
	Iteration 55Q: 3 clusters Score -3742766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -3742766.750000 Penalty: 5129.872070
	Iteration 56Q: 3 clusters Score -3742767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -3742767.500000 Penalty: 5129.872070
	Iteration 57Q: 3 clusters Score -3742768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -3742768.750000 Penalty: 5129.872070
	Iteration 58Q: 3 clusters Score -3742769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -3742770.750000 Penalty: 5129.872070
	Iteration 59Q: 3 clusters Score -3742771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -3742770.000000 Penalty: 5129.872070
	Iteration 60F: 3 clusters Score -3742770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -3742773.250000 Penalty: 5129.872070
	Iteration 61Q: 3 clusters Score -3742773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -3742777.250000 Penalty: 5129.872070
	Iteration 62Q: 3 clusters Score -3742777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -3742777.250000 Penalty: 5129.872070
	Iteration 63F: 3 clusters Score -3742777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Entering Unmasked Estep 
Score: -2258127.500000 Penalty: 2438.533691
	Iteration 0F: 2 clusters Score -2258128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2245019.000000 Penalty: 4877.067383
	Iteration 0F: 3 clusters Score -2245019 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2249271.500000 Penalty: 4877.067383
	Iteration 1F: 3 clusters Score -2249272 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2249651.500000 Penalty: 4877.067383
	Iteration 2F: 3 clusters Score -2249652 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2249937.750000 Penalty: 4877.067383
	Iteration 3Q: 3 clusters Score -2249938 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2250142.500000 Penalty: 4877.067383
	Iteration 4Q: 3 clusters Score -2250142 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2250348.750000 Penalty: 4877.067383
	Iteration 5Q: 3 clusters Score -2250349 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2250535.500000 Penalty: 4877.067383
	Iteration 6Q: 3 clusters Score -2250536 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2250721.250000 Penalty: 4877.067383
	Iteration 7Q: 3 clusters Score -2250721 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2250922.000000 Penalty: 4877.067383
	Iteration 8Q: 3 clusters Score -2250922 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2251106.500000 Penalty: 4877.067383
	Iteration 9Q: 3 clusters Score -2251106 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2251325.250000 Penalty: 4877.067383
	Iteration 10Q: 3 clusters Score -2251325 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2251617.500000 Penalty: 4877.067383
	Iteration 11Q: 3 clusters Score -2251618 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2251996.250000 Penalty: 4877.067383
	Iteration 12Q: 3 clusters Score -2251996 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2252454.500000 Penalty: 4877.067383
	Iteration 13Q: 3 clusters Score -2252454 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2252985.500000 Penalty: 4877.067383
	Iteration 14Q: 3 clusters Score -2252986 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2253524.750000 Penalty: 4877.067383
	Iteration 15Q: 3 clusters Score -2253525 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2253935.750000 Penalty: 4877.067383
	Iteration 16Q: 3 clusters Score -2253936 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2254272.000000 Penalty: 4877.067383
	Iteration 17Q: 3 clusters Score -2254272 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2254552.750000 Penalty: 4877.067383
	Iteration 18Q: 3 clusters Score -2254553 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2254797.500000 Penalty: 4877.067383
	Iteration 19Q: 3 clusters Score -2254798 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2254995.750000 Penalty: 4877.067383
	Iteration 20F: 3 clusters Score -2254996 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2255145.500000 Penalty: 4877.067383
	Iteration 21Q: 3 clusters Score -2255146 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2255271.250000 Penalty: 4877.067383
	Iteration 22Q: 3 clusters Score -2255271 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2255365.750000 Penalty: 4877.067383
	Iteration 23Q: 3 clusters Score -2255366 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2255445.250000 Penalty: 4877.067383
	Iteration 24Q: 3 clusters Score -2255445 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2255521.250000 Penalty: 4877.067383
	Iteration 25Q: 3 clusters Score -2255521 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2255595.750000 Penalty: 4877.067383
	Iteration 26Q: 3 clusters Score -2255596 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2255640.250000 Penalty: 4877.067383
	Iteration 27Q: 3 clusters Score -2255640 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2255687.750000 Penalty: 4877.067383
	Iteration 28Q: 3 clusters Score -2255688 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2255738.000000 Penalty: 4877.067383
	Iteration 29Q: 3 clusters Score -2255738 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2255792.250000 Penalty: 4877.067383
	Iteration 30Q: 3 clusters Score -2255792 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2255842.750000 Penalty: 4877.067383
	Iteration 31Q: 3 clusters Score -2255843 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2255888.250000 Penalty: 4877.067383
	Iteration 32Q: 3 clusters Score -2255888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2255916.250000 Penalty: 4877.067383
	Iteration 33Q: 3 clusters Score -2255916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2255932.500000 Penalty: 4877.067383
	Iteration 34Q: 3 clusters Score -2255932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2255945.000000 Penalty: 4877.067383
	Iteration 35Q: 3 clusters Score -2255945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2255956.000000 Penalty: 4877.067383
	Iteration 36Q: 3 clusters Score -2255956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2255962.000000 Penalty: 4877.067383
	Iteration 37Q: 3 clusters Score -2255962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2255967.750000 Penalty: 4877.067383
	Iteration 38Q: 3 clusters Score -2255968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2255969.250000 Penalty: 4877.067383
	Iteration 39Q: 3 clusters Score -2255969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2255976.000000 Penalty: 4877.067383
	Iteration 40F: 3 clusters Score -2255976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2255981.750000 Penalty: 4877.067383
	Iteration 41Q: 3 clusters Score -2255982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2255980.000000 Penalty: 4877.067383
	Iteration 42Q: 3 clusters Score -2255980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2255987.000000 Penalty: 4877.067383
	Iteration 43Q: 3 clusters Score -2255987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2255987.000000 Penalty: 4877.067383
	Iteration 44F: 3 clusters Score -2255987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Entering Unmasked Estep 
Score: -531540.312500 Penalty: 2081.517578
	Iteration 0F: 2 clusters Score -531540.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -527365.687500 Penalty: 4163.035156
	Iteration 0F: 3 clusters Score -527365.7 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -528314.625000 Penalty: 4163.035156
	Iteration 1F: 3 clusters Score -528314.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -528526.750000 Penalty: 4163.035156
	Iteration 2F: 3 clusters Score -528526.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -528615.625000 Penalty: 4163.035156
	Iteration 3Q: 3 clusters Score -528615.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -528672.875000 Penalty: 4163.035156
	Iteration 4Q: 3 clusters Score -528672.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -528716.375000 Penalty: 4163.035156
	Iteration 5Q: 3 clusters Score -528716.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -528758.187500 Penalty: 4163.035156
	Iteration 6Q: 3 clusters Score -528758.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -528782.687500 Penalty: 4163.035156
	Iteration 7Q: 3 clusters Score -528782.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -528803.500000 Penalty: 4163.035156
	Iteration 8Q: 3 clusters Score -528803.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -528815.437500 Penalty: 4163.035156
	Iteration 9Q: 3 clusters Score -528815.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -528826.187500 Penalty: 4163.035156
	Iteration 10Q: 3 clusters Score -528826.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -528833.375000 Penalty: 4163.035156
	Iteration 11Q: 3 clusters Score -528833.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -528839.750000 Penalty: 4163.035156
	Iteration 12Q: 3 clusters Score -528839.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -528846.375000 Penalty: 4163.035156
	Iteration 13Q: 3 clusters Score -528846.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -528850.687500 Penalty: 4163.035156
	Iteration 14Q: 3 clusters Score -528850.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -528852.812500 Penalty: 4163.035156
	Iteration 15Q: 3 clusters Score -528852.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -528856.312500 Penalty: 4163.035156
	Iteration 16Q: 3 clusters Score -528856.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -528859.500000 Penalty: 4163.035156
	Iteration 17Q: 3 clusters Score -528859.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -528864.312500 Penalty: 4163.035156
	Iteration 18Q: 3 clusters Score -528864.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -528869.562500 Penalty: 4163.035156
	Iteration 19Q: 3 clusters Score -528869.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -528872.937500 Penalty: 4163.035156
	Iteration 20F: 3 clusters Score -528872.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -528876.562500 Penalty: 4163.035156
	Iteration 21Q: 3 clusters Score -528876.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -528877.812500 Penalty: 4163.035156
	Iteration 22Q: 3 clusters Score -528877.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -528882.312500 Penalty: 4163.035156
	Iteration 23Q: 3 clusters Score -528882.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -528883.125000 Penalty: 4163.035156
	Iteration 24Q: 3 clusters Score -528883.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -528884.187500 Penalty: 4163.035156
	Iteration 25Q: 3 clusters Score -528884.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -528884.875000 Penalty: 4163.035156
	Iteration 26Q: 3 clusters Score -528884.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -528887.375000 Penalty: 4163.035156
	Iteration 27Q: 3 clusters Score -528887.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -528888.625000 Penalty: 4163.035156
	Iteration 28Q: 3 clusters Score -528888.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -528888.562500 Penalty: 4163.035156
	Iteration 29Q: 3 clusters Score -528888.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -528888.562500 Penalty: 4163.035156
	Iteration 30F: 3 clusters Score -528888.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -282116.875000 Penalty: 1925.650635
	Iteration 0F: 2 clusters Score -282116.9 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 1134 members 
Entering Unmasked Estep 
Score: -279235.906250 Penalty: 3851.301270
	Iteration 0F: 3 clusters Score -279235.9 nChanged 767
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: -279729.750000 Penalty: 3851.301270
	Iteration 1F: 3 clusters Score -279729.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -279864.156250 Penalty: 3851.301270
	Iteration 2F: 3 clusters Score -279864.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -279932.312500 Penalty: 3851.301270
	Iteration 3Q: 3 clusters Score -279932.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -279985.531250 Penalty: 3851.301270
	Iteration 4Q: 3 clusters Score -279985.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -280028.687500 Penalty: 3851.301270
	Iteration 5Q: 3 clusters Score -280028.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -280065.093750 Penalty: 3851.301270
	Iteration 6Q: 3 clusters Score -280065.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -280082.468750 Penalty: 3851.301270
	Iteration 7Q: 3 clusters Score -280082.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -280096.437500 Penalty: 3851.301270
	Iteration 8Q: 3 clusters Score -280096.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -280107.468750 Penalty: 3851.301270
	Iteration 9Q: 3 clusters Score -280107.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -280119.218750 Penalty: 3851.301270
	Iteration 10Q: 3 clusters Score -280119.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -280129.656250 Penalty: 3851.301270
	Iteration 11Q: 3 clusters Score -280129.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -280139.937500 Penalty: 3851.301270
	Iteration 12Q: 3 clusters Score -280139.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -280152.656250 Penalty: 3851.301270
	Iteration 13Q: 3 clusters Score -280152.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -280160.968750 Penalty: 3851.301270
	Iteration 14Q: 3 clusters Score -280161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -280165.343750 Penalty: 3851.301270
	Iteration 15Q: 3 clusters Score -280165.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -280170.468750 Penalty: 3851.301270
	Iteration 16Q: 3 clusters Score -280170.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -280175.937500 Penalty: 3851.301270
	Iteration 17Q: 3 clusters Score -280175.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -280184.625000 Penalty: 3851.301270
	Iteration 18Q: 3 clusters Score -280184.6 nChanged 16
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: -280196.093750 Penalty: 3851.301270
	Iteration 19Q: 3 clusters Score -280196.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -280202.781250 Penalty: 3851.301270
	Iteration 20F: 3 clusters Score -280202.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -280210.343750 Penalty: 3851.301270
	Iteration 21Q: 3 clusters Score -280210.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -280218.750000 Penalty: 3851.301270
	Iteration 22Q: 3 clusters Score -280218.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -280220.875000 Penalty: 3851.301270
	Iteration 23Q: 3 clusters Score -280220.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -280224.312500 Penalty: 3851.301270
	Iteration 24Q: 3 clusters Score -280224.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -280228.906250 Penalty: 3851.301270
	Iteration 25Q: 3 clusters Score -280228.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -280231.593750 Penalty: 3851.301270
	Iteration 26Q: 3 clusters Score -280231.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -280233.937500 Penalty: 3851.301270
	Iteration 27Q: 3 clusters Score -280233.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -280236.843750 Penalty: 3851.301270
	Iteration 28Q: 3 clusters Score -280236.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -280239.093750 Penalty: 3851.301270
	Iteration 29Q: 3 clusters Score -280239.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -280241.250000 Penalty: 3851.301270
	Iteration 30Q: 3 clusters Score -280241.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -280242.593750 Penalty: 3851.301270
	Iteration 31Q: 3 clusters Score -280242.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -280244.875000 Penalty: 3851.301270
	Iteration 32Q: 3 clusters Score -280244.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -280247.468750 Penalty: 3851.301270
	Iteration 33Q: 3 clusters Score -280247.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -280249.468750 Penalty: 3851.301270
	Iteration 34Q: 3 clusters Score -280249.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -280249.468750 Penalty: 3851.301270
	Iteration 35F: 3 clusters Score -280249.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Entering Unmasked Estep 
Score: -435637.218750 Penalty: 2044.529663
	Iteration 0F: 2 clusters Score -435637.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -431960.187500 Penalty: 4089.059326
	Iteration 0F: 3 clusters Score -431960.2 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -432808.281250 Penalty: 4089.059326
	Iteration 1F: 3 clusters Score -432808.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -433068.781250 Penalty: 4089.059326
	Iteration 2F: 3 clusters Score -433068.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -433253.937500 Penalty: 4089.059326
	Iteration 3F: 3 clusters Score -433253.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -433410.437500 Penalty: 4089.059326
	Iteration 4Q: 3 clusters Score -433410.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -433531.375000 Penalty: 4089.059326
	Iteration 5Q: 3 clusters Score -433531.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -433634.406250 Penalty: 4089.059326
	Iteration 6Q: 3 clusters Score -433634.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -433713.687500 Penalty: 4089.059326
	Iteration 7Q: 3 clusters Score -433713.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -433790.531250 Penalty: 4089.059326
	Iteration 8Q: 3 clusters Score -433790.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -433859.187500 Penalty: 4089.059326
	Iteration 9Q: 3 clusters Score -433859.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -433919.250000 Penalty: 4089.059326
	Iteration 10Q: 3 clusters Score -433919.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -433957.968750 Penalty: 4089.059326
	Iteration 11Q: 3 clusters Score -433958 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -433995.093750 Penalty: 4089.059326
	Iteration 12Q: 3 clusters Score -433995.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -434024.125000 Penalty: 4089.059326
	Iteration 13Q: 3 clusters Score -434024.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -434043.593750 Penalty: 4089.059326
	Iteration 14Q: 3 clusters Score -434043.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -434060.156250 Penalty: 4089.059326
	Iteration 15Q: 3 clusters Score -434060.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -434072.968750 Penalty: 4089.059326
	Iteration 16Q: 3 clusters Score -434073 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -434087.343750 Penalty: 4089.059326
	Iteration 17Q: 3 clusters Score -434087.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -434096.531250 Penalty: 4089.059326
	Iteration 18Q: 3 clusters Score -434096.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -434103.750000 Penalty: 4089.059326
	Iteration 19Q: 3 clusters Score -434103.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -434109.625000 Penalty: 4089.059326
	Iteration 20F: 3 clusters Score -434109.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -434115.531250 Penalty: 4089.059326
	Iteration 21Q: 3 clusters Score -434115.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -434118.968750 Penalty: 4089.059326
	Iteration 22Q: 3 clusters Score -434119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -434121.281250 Penalty: 4089.059326
	Iteration 23Q: 3 clusters Score -434121.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -434121.781250 Penalty: 4089.059326
	Iteration 24Q: 3 clusters Score -434121.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -434123.000000 Penalty: 4089.059326
	Iteration 25Q: 3 clusters Score -434123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -434124.562500 Penalty: 4089.059326
	Iteration 26Q: 3 clusters Score -434124.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -434125.312500 Penalty: 4089.059326
	Iteration 27Q: 3 clusters Score -434125.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -434125.312500 Penalty: 4089.059326
	Iteration 28F: 3 clusters Score -434125.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Entering Unmasked Estep 
Score: -5418752.500000 Penalty: 2664.624023
	Iteration 0F: 2 clusters Score -5418752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -5387464.000000 Penalty: 5329.248047
	Iteration 0F: 3 clusters Score -5387464 nChanged 21457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -5399340.000000 Penalty: 5329.248047
	Iteration 1F: 3 clusters Score -5399340 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -5399957.000000 Penalty: 5329.248047
	Iteration 2Q: 3 clusters Score -5399957 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -5400605.500000 Penalty: 5329.248047
	Iteration 3Q: 3 clusters Score -5400606 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -5401281.000000 Penalty: 5329.248047
	Iteration 4Q: 3 clusters Score -5401281 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -5402023.000000 Penalty: 5329.248047
	Iteration 5Q: 3 clusters Score -5402023 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -5402944.500000 Penalty: 5329.248047
	Iteration 6Q: 3 clusters Score -5402944 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -5404000.500000 Penalty: 5329.248047
	Iteration 7Q: 3 clusters Score -5404000 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -5405257.000000 Penalty: 5329.248047
	Iteration 8F: 3 clusters Score -5405257 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -5406704.500000 Penalty: 5329.248047
	Iteration 9F: 3 clusters Score -5406704 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -5408140.000000 Penalty: 5329.248047
	Iteration 10F: 3 clusters Score -5408140 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -5409463.500000 Penalty: 5329.248047
	Iteration 11Q: 3 clusters Score -5409464 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -5410603.000000 Penalty: 5329.248047
	Iteration 12Q: 3 clusters Score -5410603 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -5411680.500000 Penalty: 5329.248047
	Iteration 13Q: 3 clusters Score -5411680 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -5412877.500000 Penalty: 5329.248047
	Iteration 14Q: 3 clusters Score -5412878 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -5414248.500000 Penalty: 5329.248047
	Iteration 15Q: 3 clusters Score -5414248 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -5415259.000000 Penalty: 5329.248047
	Iteration 16Q: 3 clusters Score -5415259 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -5415726.000000 Penalty: 5329.248047
	Iteration 17Q: 3 clusters Score -5415726 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -5415992.000000 Penalty: 5329.248047
	Iteration 18Q: 3 clusters Score -5415992 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -5416143.000000 Penalty: 5329.248047
	Iteration 19Q: 3 clusters Score -5416143 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -5416231.000000 Penalty: 5329.248047
	Iteration 20F: 3 clusters Score -5416231 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -5416293.500000 Penalty: 5329.248047
	Iteration 21Q: 3 clusters Score -5416294 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -5416322.500000 Penalty: 5329.248047
	Iteration 22Q: 3 clusters Score -5416322 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -5416353.000000 Penalty: 5329.248047
	Iteration 23Q: 3 clusters Score -5416353 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -5416366.500000 Penalty: 5329.248047
	Iteration 24Q: 3 clusters Score -5416366 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -5416375.500000 Penalty: 5329.248047
	Iteration 25Q: 3 clusters Score -5416376 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -5416399.500000 Penalty: 5329.248047
	Iteration 26Q: 3 clusters Score -5416400 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -5416412.500000 Penalty: 5329.248047
	Iteration 27Q: 3 clusters Score -5416412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -5416419.500000 Penalty: 5329.248047
	Iteration 28Q: 3 clusters Score -5416420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -5416418.500000 Penalty: 5329.248047
	Iteration 29Q: 3 clusters Score -5416418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -5416428.500000 Penalty: 5329.248047
	Iteration 30Q: 3 clusters Score -5416428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -5416418.500000 Penalty: 5329.248047
	Iteration 31Q: 3 clusters Score -5416418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -5416425.500000 Penalty: 5329.248047
	Iteration 32Q: 3 clusters Score -5416426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -5416420.500000 Penalty: 5329.248047
	Iteration 33Q: 3 clusters Score -5416420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -5416426.500000 Penalty: 5329.248047
	Iteration 34Q: 3 clusters Score -5416426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -5416426.500000 Penalty: 5329.248047
	Iteration 35F: 3 clusters Score -5416426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Entering Unmasked Estep 
Score: -698722.687500 Penalty: 2165.211182
	Iteration 0F: 2 clusters Score -698722.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -693511.625000 Penalty: 4330.422363
	Iteration 0F: 3 clusters Score -693511.6 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -694896.562500 Penalty: 4330.422363
	Iteration 1F: 3 clusters Score -694896.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -695228.500000 Penalty: 4330.422363
	Iteration 2F: 3 clusters Score -695228.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -695536.937500 Penalty: 4330.422363
	Iteration 3F: 3 clusters Score -695536.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -695857.562500 Penalty: 4330.422363
	Iteration 4F: 3 clusters Score -695857.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -696099.500000 Penalty: 4330.422363
	Iteration 5Q: 3 clusters Score -696099.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -696281.625000 Penalty: 4330.422363
	Iteration 6Q: 3 clusters Score -696281.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -696450.375000 Penalty: 4330.422363
	Iteration 7Q: 3 clusters Score -696450.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -696614.937500 Penalty: 4330.422363
	Iteration 8Q: 3 clusters Score -696614.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -696756.500000 Penalty: 4330.422363
	Iteration 9Q: 3 clusters Score -696756.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -696862.500000 Penalty: 4330.422363
	Iteration 10Q: 3 clusters Score -696862.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -696953.375000 Penalty: 4330.422363
	Iteration 11Q: 3 clusters Score -696953.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -697028.000000 Penalty: 4330.422363
	Iteration 12Q: 3 clusters Score -697028 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -697101.437500 Penalty: 4330.422363
	Iteration 13Q: 3 clusters Score -697101.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -697154.687500 Penalty: 4330.422363
	Iteration 14Q: 3 clusters Score -697154.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -697195.812500 Penalty: 4330.422363
	Iteration 15Q: 3 clusters Score -697195.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -697231.500000 Penalty: 4330.422363
	Iteration 16Q: 3 clusters Score -697231.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -697266.500000 Penalty: 4330.422363
	Iteration 17Q: 3 clusters Score -697266.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -697302.000000 Penalty: 4330.422363
	Iteration 18Q: 3 clusters Score -697302 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -697341.875000 Penalty: 4330.422363
	Iteration 19Q: 3 clusters Score -697341.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -697373.500000 Penalty: 4330.422363
	Iteration 20F: 3 clusters Score -697373.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -697404.125000 Penalty: 4330.422363
	Iteration 21Q: 3 clusters Score -697404.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -697432.687500 Penalty: 4330.422363
	Iteration 22Q: 3 clusters Score -697432.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -697453.562500 Penalty: 4330.422363
	Iteration 23Q: 3 clusters Score -697453.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -697467.875000 Penalty: 4330.422363
	Iteration 24Q: 3 clusters Score -697467.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -697487.375000 Penalty: 4330.422363
	Iteration 25Q: 3 clusters Score -697487.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -697513.875000 Penalty: 4330.422363
	Iteration 26Q: 3 clusters Score -697513.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -697543.250000 Penalty: 4330.422363
	Iteration 27Q: 3 clusters Score -697543.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -697573.625000 Penalty: 4330.422363
	Iteration 28Q: 3 clusters Score -697573.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -697611.750000 Penalty: 4330.422363
	Iteration 29Q: 3 clusters Score -697611.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -697650.812500 Penalty: 4330.422363
	Iteration 30Q: 3 clusters Score -697650.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -697690.625000 Penalty: 4330.422363
	Iteration 31Q: 3 clusters Score -697690.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -697738.937500 Penalty: 4330.422363
	Iteration 32Q: 3 clusters Score -697738.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -697787.875000 Penalty: 4330.422363
	Iteration 33Q: 3 clusters Score -697787.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -697844.937500 Penalty: 4330.422363
	Iteration 34Q: 3 clusters Score -697844.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -697911.875000 Penalty: 4330.422363
	Iteration 35Q: 3 clusters Score -697911.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -697970.687500 Penalty: 4330.422363
	Iteration 36Q: 3 clusters Score -697970.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -698023.625000 Penalty: 4330.422363
	Iteration 37Q: 3 clusters Score -698023.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -698080.500000 Penalty: 4330.422363
	Iteration 38Q: 3 clusters Score -698080.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -698136.875000 Penalty: 4330.422363
	Iteration 39Q: 3 clusters Score -698136.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -698184.562500 Penalty: 4330.422363
	Iteration 40F: 3 clusters Score -698184.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -698219.375000 Penalty: 4330.422363
	Iteration 41Q: 3 clusters Score -698219.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -698246.625000 Penalty: 4330.422363
	Iteration 42Q: 3 clusters Score -698246.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -698269.500000 Penalty: 4330.422363
	Iteration 43Q: 3 clusters Score -698269.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -698294.125000 Penalty: 4330.422363
	Iteration 44Q: 3 clusters Score -698294.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -698314.812500 Penalty: 4330.422363
	Iteration 45Q: 3 clusters Score -698314.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -698335.125000 Penalty: 4330.422363
	Iteration 46Q: 3 clusters Score -698335.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -698348.000000 Penalty: 4330.422363
	Iteration 47Q: 3 clusters Score -698348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -698355.437500 Penalty: 4330.422363
	Iteration 48Q: 3 clusters Score -698355.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -698362.375000 Penalty: 4330.422363
	Iteration 49Q: 3 clusters Score -698362.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -698368.562500 Penalty: 4330.422363
	Iteration 50Q: 3 clusters Score -698368.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -698374.937500 Penalty: 4330.422363
	Iteration 51Q: 3 clusters Score -698374.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -698379.625000 Penalty: 4330.422363
	Iteration 52Q: 3 clusters Score -698379.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -698390.187500 Penalty: 4330.422363
	Iteration 53Q: 3 clusters Score -698390.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -698402.812500 Penalty: 4330.422363
	Iteration 54Q: 3 clusters Score -698402.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -698410.437500 Penalty: 4330.422363
	Iteration 55Q: 3 clusters Score -698410.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -698419.437500 Penalty: 4330.422363
	Iteration 56Q: 3 clusters Score -698419.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -698423.187500 Penalty: 4330.422363
	Iteration 57Q: 3 clusters Score -698423.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -698427.437500 Penalty: 4330.422363
	Iteration 58Q: 3 clusters Score -698427.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -698433.437500 Penalty: 4330.422363
	Iteration 59Q: 3 clusters Score -698433.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -698443.500000 Penalty: 4330.422363
	Iteration 60F: 3 clusters Score -698443.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -698455.812500 Penalty: 4330.422363
	Iteration 61Q: 3 clusters Score -698455.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -698467.375000 Penalty: 4330.422363
	Iteration 62Q: 3 clusters Score -698467.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -698473.687500 Penalty: 4330.422363
	Iteration 63Q: 3 clusters Score -698473.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -698480.000000 Penalty: 4330.422363
	Iteration 64Q: 3 clusters Score -698480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -698490.312500 Penalty: 4330.422363
	Iteration 65Q: 3 clusters Score -698490.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -698503.750000 Penalty: 4330.422363
	Iteration 66Q: 3 clusters Score -698503.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -698517.687500 Penalty: 4330.422363
	Iteration 67Q: 3 clusters Score -698517.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -698529.812500 Penalty: 4330.422363
	Iteration 68Q: 3 clusters Score -698529.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -698550.375000 Penalty: 4330.422363
	Iteration 69Q: 3 clusters Score -698550.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -698561.562500 Penalty: 4330.422363
	Iteration 70Q: 3 clusters Score -698561.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -698568.500000 Penalty: 4330.422363
	Iteration 71Q: 3 clusters Score -698568.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -698569.437500 Penalty: 4330.422363
	Iteration 72Q: 3 clusters Score -698569.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -698569.437500 Penalty: 4330.422363
	Iteration 73F: 3 clusters Score -698569.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Entering Unmasked Estep 
Score: -133161.390625 Penalty: 1750.358765
	Iteration 0F: 2 clusters Score -133161.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -131118.453125 Penalty: 3500.717529
	Iteration 0F: 3 clusters Score -131118.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -131395.406250 Penalty: 3500.717529
	Iteration 1F: 3 clusters Score -131395.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -131497.218750 Penalty: 3500.717529
	Iteration 2F: 3 clusters Score -131497.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -131531.171875 Penalty: 3500.717529
	Iteration 3Q: 3 clusters Score -131531.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -131552.234375 Penalty: 3500.717529
	Iteration 4Q: 3 clusters Score -131552.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -131572.203125 Penalty: 3500.717529
	Iteration 5Q: 3 clusters Score -131572.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -131583.406250 Penalty: 3500.717529
	Iteration 6Q: 3 clusters Score -131583.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -131592.671875 Penalty: 3500.717529
	Iteration 7Q: 3 clusters Score -131592.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -131595.765625 Penalty: 3500.717529
	Iteration 8Q: 3 clusters Score -131595.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -131598.218750 Penalty: 3500.717529
	Iteration 9Q: 3 clusters Score -131598.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -131600.921875 Penalty: 3500.717529
	Iteration 10Q: 3 clusters Score -131600.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -131601.406250 Penalty: 3500.717529
	Iteration 11Q: 3 clusters Score -131601.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -131601.406250 Penalty: 3500.717529
	Iteration 12F: 3 clusters Score -131601.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Entering Unmasked Estep 
Score: -205061.484375 Penalty: 1848.914062
	Iteration 0F: 2 clusters Score -205061.5 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 861 members 
Entering Unmasked Estep 
Score: -202634.203125 Penalty: 3697.828125
	Iteration 0F: 3 clusters Score -202634.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -203078.093750 Penalty: 3697.828125
	Iteration 1F: 3 clusters Score -203078.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -203213.828125 Penalty: 3697.828125
	Iteration 2F: 3 clusters Score -203213.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -203330.109375 Penalty: 3697.828125
	Iteration 3Q: 3 clusters Score -203330.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -203433.312500 Penalty: 3697.828125
	Iteration 4Q: 3 clusters Score -203433.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -203490.625000 Penalty: 3697.828125
	Iteration 5Q: 3 clusters Score -203490.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -203555.062500 Penalty: 3697.828125
	Iteration 6Q: 3 clusters Score -203555.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -203644.875000 Penalty: 3697.828125
	Iteration 7Q: 3 clusters Score -203644.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -203771.890625 Penalty: 3697.828125
	Iteration 8Q: 3 clusters Score -203771.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -203949.546875 Penalty: 3697.828125
	Iteration 9Q: 3 clusters Score -203949.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -204151.187500 Penalty: 3697.828125
	Iteration 10Q: 3 clusters Score -204151.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -204311.421875 Penalty: 3697.828125
	Iteration 11F: 3 clusters Score -204311.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -204430.734375 Penalty: 3697.828125
	Iteration 12Q: 3 clusters Score -204430.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -204514.140625 Penalty: 3697.828125
	Iteration 13Q: 3 clusters Score -204514.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -204565.781250 Penalty: 3697.828125
	Iteration 14Q: 3 clusters Score -204565.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -204599.015625 Penalty: 3697.828125
	Iteration 15Q: 3 clusters Score -204599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -204628.265625 Penalty: 3697.828125
	Iteration 16Q: 3 clusters Score -204628.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -204647.781250 Penalty: 3697.828125
	Iteration 17Q: 3 clusters Score -204647.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -204654.171875 Penalty: 3697.828125
	Iteration 18Q: 3 clusters Score -204654.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -204663.609375 Penalty: 3697.828125
	Iteration 19Q: 3 clusters Score -204663.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -204669.140625 Penalty: 3697.828125
	Iteration 20F: 3 clusters Score -204669.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -204675.921875 Penalty: 3697.828125
	Iteration 21Q: 3 clusters Score -204675.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -204682.515625 Penalty: 3697.828125
	Iteration 22Q: 3 clusters Score -204682.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -204690.796875 Penalty: 3697.828125
	Iteration 23Q: 3 clusters Score -204690.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -204699.343750 Penalty: 3697.828125
	Iteration 24Q: 3 clusters Score -204699.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -204701.062500 Penalty: 3697.828125
	Iteration 25Q: 3 clusters Score -204701.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -204702.281250 Penalty: 3697.828125
	Iteration 26Q: 3 clusters Score -204702.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -204702.281250 Penalty: 3697.828125
	Iteration 27F: 3 clusters Score -204702.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -296112.937500 Penalty: 1943.615601
	Iteration 0F: 2 clusters Score -296112.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -293164.437500 Penalty: 3887.231201
	Iteration 0F: 3 clusters Score -293164.4 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -293742.906250 Penalty: 3887.231201
	Iteration 1F: 3 clusters Score -293742.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -293905.906250 Penalty: 3887.231201
	Iteration 2F: 3 clusters Score -293905.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -293982.750000 Penalty: 3887.231201
	Iteration 3Q: 3 clusters Score -293982.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -294042.343750 Penalty: 3887.231201
	Iteration 4Q: 3 clusters Score -294042.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -294096.375000 Penalty: 3887.231201
	Iteration 5Q: 3 clusters Score -294096.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -294136.062500 Penalty: 3887.231201
	Iteration 6Q: 3 clusters Score -294136.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -294179.343750 Penalty: 3887.231201
	Iteration 7Q: 3 clusters Score -294179.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -294220.000000 Penalty: 3887.231201
	Iteration 8Q: 3 clusters Score -294220 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -294275.562500 Penalty: 3887.231201
	Iteration 9Q: 3 clusters Score -294275.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -294326.937500 Penalty: 3887.231201
	Iteration 10Q: 3 clusters Score -294326.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -294387.375000 Penalty: 3887.231201
	Iteration 11Q: 3 clusters Score -294387.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -294446.375000 Penalty: 3887.231201
	Iteration 12Q: 3 clusters Score -294446.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -294512.968750 Penalty: 3887.231201
	Iteration 13Q: 3 clusters Score -294513 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -294600.906250 Penalty: 3887.231201
	Iteration 14Q: 3 clusters Score -294600.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -294674.218750 Penalty: 3887.231201
	Iteration 15Q: 3 clusters Score -294674.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -294720.875000 Penalty: 3887.231201
	Iteration 16Q: 3 clusters Score -294720.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -294749.718750 Penalty: 3887.231201
	Iteration 17Q: 3 clusters Score -294749.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -294770.437500 Penalty: 3887.231201
	Iteration 18Q: 3 clusters Score -294770.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -294784.343750 Penalty: 3887.231201
	Iteration 19Q: 3 clusters Score -294784.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -294794.437500 Penalty: 3887.231201
	Iteration 20F: 3 clusters Score -294794.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -294798.875000 Penalty: 3887.231201
	Iteration 21Q: 3 clusters Score -294798.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -294804.093750 Penalty: 3887.231201
	Iteration 22Q: 3 clusters Score -294804.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -294807.468750 Penalty: 3887.231201
	Iteration 23Q: 3 clusters Score -294807.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -294811.062500 Penalty: 3887.231201
	Iteration 24Q: 3 clusters Score -294811.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -294813.031250 Penalty: 3887.231201
	Iteration 25Q: 3 clusters Score -294813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -294815.406250 Penalty: 3887.231201
	Iteration 26Q: 3 clusters Score -294815.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -294817.468750 Penalty: 3887.231201
	Iteration 27Q: 3 clusters Score -294817.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -294819.343750 Penalty: 3887.231201
	Iteration 28Q: 3 clusters Score -294819.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -294823.437500 Penalty: 3887.231201
	Iteration 29Q: 3 clusters Score -294823.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -294826.968750 Penalty: 3887.231201
	Iteration 30Q: 3 clusters Score -294827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -294830.218750 Penalty: 3887.231201
	Iteration 31Q: 3 clusters Score -294830.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -294832.125000 Penalty: 3887.231201
	Iteration 32Q: 3 clusters Score -294832.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -294832.718750 Penalty: 3887.231201
	Iteration 33Q: 3 clusters Score -294832.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -294832.718750 Penalty: 3887.231201
	Iteration 34F: 3 clusters Score -294832.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Entering Unmasked Estep 
Score: -701480.500000 Penalty: 2149.584473
	Iteration 0F: 2 clusters Score -701480.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -696436.187500 Penalty: 4299.168945
	Iteration 0F: 3 clusters Score -696436.2 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -697772.937500 Penalty: 4299.168945
	Iteration 1F: 3 clusters Score -697772.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -698279.312500 Penalty: 4299.168945
	Iteration 2F: 3 clusters Score -698279.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -698840.687500 Penalty: 4299.168945
	Iteration 3F: 3 clusters Score -698840.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -699373.562500 Penalty: 4299.168945
	Iteration 4F: 3 clusters Score -699373.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -699748.500000 Penalty: 4299.168945
	Iteration 5F: 3 clusters Score -699748.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -699993.687500 Penalty: 4299.168945
	Iteration 6F: 3 clusters Score -699993.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -700173.875000 Penalty: 4299.168945
	Iteration 7Q: 3 clusters Score -700173.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -700279.750000 Penalty: 4299.168945
	Iteration 8Q: 3 clusters Score -700279.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -700333.562500 Penalty: 4299.168945
	Iteration 9Q: 3 clusters Score -700333.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -700371.000000 Penalty: 4299.168945
	Iteration 10Q: 3 clusters Score -700371 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -700391.250000 Penalty: 4299.168945
	Iteration 11Q: 3 clusters Score -700391.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -700405.437500 Penalty: 4299.168945
	Iteration 12Q: 3 clusters Score -700405.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -700418.625000 Penalty: 4299.168945
	Iteration 13Q: 3 clusters Score -700418.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -700429.562500 Penalty: 4299.168945
	Iteration 14Q: 3 clusters Score -700429.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -700435.375000 Penalty: 4299.168945
	Iteration 15Q: 3 clusters Score -700435.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -700442.812500 Penalty: 4299.168945
	Iteration 16Q: 3 clusters Score -700442.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -700449.312500 Penalty: 4299.168945
	Iteration 17Q: 3 clusters Score -700449.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -700450.312500 Penalty: 4299.168945
	Iteration 18Q: 3 clusters Score -700450.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -700451.437500 Penalty: 4299.168945
	Iteration 19Q: 3 clusters Score -700451.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -700453.000000 Penalty: 4299.168945
	Iteration 20F: 3 clusters Score -700453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -700454.125000 Penalty: 4299.168945
	Iteration 21Q: 3 clusters Score -700454.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -700455.937500 Penalty: 4299.168945
	Iteration 22Q: 3 clusters Score -700455.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -700458.125000 Penalty: 4299.168945
	Iteration 23Q: 3 clusters Score -700458.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -700458.750000 Penalty: 4299.168945
	Iteration 24Q: 3 clusters Score -700458.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -700458.625000 Penalty: 4299.168945
	Iteration 25Q: 3 clusters Score -700458.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -700457.937500 Penalty: 4299.168945
	Iteration 26Q: 3 clusters Score -700457.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -700460.125000 Penalty: 4299.168945
	Iteration 27Q: 3 clusters Score -700460.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -700460.125000 Penalty: 4299.168945
	Iteration 28F: 3 clusters Score -700460.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Entering Unmasked Estep 
Score: -807860.000000 Penalty: 2185.732666
	Iteration 0F: 2 clusters Score -807860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -802198.375000 Penalty: 4371.465332
	Iteration 0F: 3 clusters Score -802198.4 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -803677.750000 Penalty: 4371.465332
	Iteration 1F: 3 clusters Score -803677.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -804073.312500 Penalty: 4371.465332
	Iteration 2F: 3 clusters Score -804073.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -804395.062500 Penalty: 4371.465332
	Iteration 3F: 3 clusters Score -804395.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -804675.250000 Penalty: 4371.465332
	Iteration 4F: 3 clusters Score -804675.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -804915.562500 Penalty: 4371.465332
	Iteration 5F: 3 clusters Score -804915.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -805170.437500 Penalty: 4371.465332
	Iteration 6F: 3 clusters Score -805170.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -805406.875000 Penalty: 4371.465332
	Iteration 7F: 3 clusters Score -805406.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -805616.625000 Penalty: 4371.465332
	Iteration 8Q: 3 clusters Score -805616.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -805834.125000 Penalty: 4371.465332
	Iteration 9Q: 3 clusters Score -805834.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -806034.062500 Penalty: 4371.465332
	Iteration 10Q: 3 clusters Score -806034.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -806207.312500 Penalty: 4371.465332
	Iteration 11Q: 3 clusters Score -806207.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -806359.062500 Penalty: 4371.465332
	Iteration 12Q: 3 clusters Score -806359.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -806456.437500 Penalty: 4371.465332
	Iteration 13Q: 3 clusters Score -806456.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -806559.625000 Penalty: 4371.465332
	Iteration 14Q: 3 clusters Score -806559.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -806654.500000 Penalty: 4371.465332
	Iteration 15Q: 3 clusters Score -806654.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -806736.750000 Penalty: 4371.465332
	Iteration 16Q: 3 clusters Score -806736.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -806790.437500 Penalty: 4371.465332
	Iteration 17Q: 3 clusters Score -806790.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -806842.062500 Penalty: 4371.465332
	Iteration 18Q: 3 clusters Score -806842.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -806877.375000 Penalty: 4371.465332
	Iteration 19Q: 3 clusters Score -806877.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -806898.562500 Penalty: 4371.465332
	Iteration 20F: 3 clusters Score -806898.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -806919.125000 Penalty: 4371.465332
	Iteration 21Q: 3 clusters Score -806919.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -806937.625000 Penalty: 4371.465332
	Iteration 22Q: 3 clusters Score -806937.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -806948.437500 Penalty: 4371.465332
	Iteration 23Q: 3 clusters Score -806948.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -806955.937500 Penalty: 4371.465332
	Iteration 24Q: 3 clusters Score -806955.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -806959.875000 Penalty: 4371.465332
	Iteration 25Q: 3 clusters Score -806959.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -806962.625000 Penalty: 4371.465332
	Iteration 26Q: 3 clusters Score -806962.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -806967.375000 Penalty: 4371.465332
	Iteration 27Q: 3 clusters Score -806967.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -806968.250000 Penalty: 4371.465332
	Iteration 28Q: 3 clusters Score -806968.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -806969.750000 Penalty: 4371.465332
	Iteration 29Q: 3 clusters Score -806969.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -806971.000000 Penalty: 4371.465332
	Iteration 30Q: 3 clusters Score -806971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -806972.125000 Penalty: 4371.465332
	Iteration 31Q: 3 clusters Score -806972.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -806972.125000 Penalty: 4371.465332
	Iteration 32F: 3 clusters Score -806972.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Entering Unmasked Estep 
Score: -170280.250000 Penalty: 1807.992554
	Iteration 0F: 2 clusters Score -170280.2 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 724 members 
Entering Unmasked Estep 
Score: -168014.062500 Penalty: 3615.985107
	Iteration 0F: 3 clusters Score -168014.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -168398.562500 Penalty: 3615.985107
	Iteration 1F: 3 clusters Score -168398.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -168509.265625 Penalty: 3615.985107
	Iteration 2F: 3 clusters Score -168509.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -168578.250000 Penalty: 3615.985107
	Iteration 3Q: 3 clusters Score -168578.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -168639.703125 Penalty: 3615.985107
	Iteration 4Q: 3 clusters Score -168639.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -168683.593750 Penalty: 3615.985107
	Iteration 5Q: 3 clusters Score -168683.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -168721.921875 Penalty: 3615.985107
	Iteration 6Q: 3 clusters Score -168721.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -168744.187500 Penalty: 3615.985107
	Iteration 7Q: 3 clusters Score -168744.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -168763.109375 Penalty: 3615.985107
	Iteration 8Q: 3 clusters Score -168763.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -168785.968750 Penalty: 3615.985107
	Iteration 9Q: 3 clusters Score -168786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -168810.500000 Penalty: 3615.985107
	Iteration 10Q: 3 clusters Score -168810.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -168834.609375 Penalty: 3615.985107
	Iteration 11Q: 3 clusters Score -168834.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -168847.125000 Penalty: 3615.985107
	Iteration 12Q: 3 clusters Score -168847.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -168860.578125 Penalty: 3615.985107
	Iteration 13Q: 3 clusters Score -168860.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -168876.750000 Penalty: 3615.985107
	Iteration 14Q: 3 clusters Score -168876.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -168892.250000 Penalty: 3615.985107
	Iteration 15Q: 3 clusters Score -168892.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -168898.843750 Penalty: 3615.985107
	Iteration 16Q: 3 clusters Score -168898.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -168901.562500 Penalty: 3615.985107
	Iteration 17Q: 3 clusters Score -168901.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -168904.515625 Penalty: 3615.985107
	Iteration 18Q: 3 clusters Score -168904.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -168910.078125 Penalty: 3615.985107
	Iteration 19Q: 3 clusters Score -168910.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -168914.812500 Penalty: 3615.985107
	Iteration 20F: 3 clusters Score -168914.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -168919.468750 Penalty: 3615.985107
	Iteration 21Q: 3 clusters Score -168919.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -168922.265625 Penalty: 3615.985107
	Iteration 22Q: 3 clusters Score -168922.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -168925.078125 Penalty: 3615.985107
	Iteration 23Q: 3 clusters Score -168925.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -168927.562500 Penalty: 3615.985107
	Iteration 24Q: 3 clusters Score -168927.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -168930.156250 Penalty: 3615.985107
	Iteration 25Q: 3 clusters Score -168930.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -168931.140625 Penalty: 3615.985107
	Iteration 26Q: 3 clusters Score -168931.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -168931.687500 Penalty: 3615.985107
	Iteration 27Q: 3 clusters Score -168931.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -168932.171875 Penalty: 3615.985107
	Iteration 28Q: 3 clusters Score -168932.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -168932.171875 Penalty: 3615.985107
	Iteration 29F: 3 clusters Score -168932.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Entering Unmasked Estep 
Score: -1765399.500000 Penalty: 2379.101562
	Iteration 0F: 2 clusters Score -1765400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1754797.250000 Penalty: 4758.203125
	Iteration 0F: 3 clusters Score -1754797 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1758040.375000 Penalty: 4758.203125
	Iteration 1F: 3 clusters Score -1758040 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1758364.875000 Penalty: 4758.203125
	Iteration 2F: 3 clusters Score -1758365 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1758631.125000 Penalty: 4758.203125
	Iteration 3Q: 3 clusters Score -1758631 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1758840.000000 Penalty: 4758.203125
	Iteration 4Q: 3 clusters Score -1758840 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1759031.875000 Penalty: 4758.203125
	Iteration 5Q: 3 clusters Score -1759032 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1759224.875000 Penalty: 4758.203125
	Iteration 6Q: 3 clusters Score -1759225 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1759447.750000 Penalty: 4758.203125
	Iteration 7Q: 3 clusters Score -1759448 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1759726.125000 Penalty: 4758.203125
	Iteration 8Q: 3 clusters Score -1759726 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1760048.750000 Penalty: 4758.203125
	Iteration 9Q: 3 clusters Score -1760049 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1760459.250000 Penalty: 4758.203125
	Iteration 10Q: 3 clusters Score -1760459 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1761006.125000 Penalty: 4758.203125
	Iteration 11F: 3 clusters Score -1761006 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1761585.000000 Penalty: 4758.203125
	Iteration 12Q: 3 clusters Score -1761585 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1762147.500000 Penalty: 4758.203125
	Iteration 13Q: 3 clusters Score -1762148 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1762592.375000 Penalty: 4758.203125
	Iteration 14Q: 3 clusters Score -1762592 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1762909.500000 Penalty: 4758.203125
	Iteration 15Q: 3 clusters Score -1762910 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1763112.625000 Penalty: 4758.203125
	Iteration 16Q: 3 clusters Score -1763113 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1763238.500000 Penalty: 4758.203125
	Iteration 17Q: 3 clusters Score -1763238 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1763313.125000 Penalty: 4758.203125
	Iteration 18Q: 3 clusters Score -1763313 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1763360.875000 Penalty: 4758.203125
	Iteration 19Q: 3 clusters Score -1763361 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1763392.125000 Penalty: 4758.203125
	Iteration 20F: 3 clusters Score -1763392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1763410.125000 Penalty: 4758.203125
	Iteration 21Q: 3 clusters Score -1763410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1763420.125000 Penalty: 4758.203125
	Iteration 22Q: 3 clusters Score -1763420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1763423.875000 Penalty: 4758.203125
	Iteration 23Q: 3 clusters Score -1763424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1763426.500000 Penalty: 4758.203125
	Iteration 24Q: 3 clusters Score -1763426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1763432.250000 Penalty: 4758.203125
	Iteration 25Q: 3 clusters Score -1763432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1763436.625000 Penalty: 4758.203125
	Iteration 26Q: 3 clusters Score -1763437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1763436.625000 Penalty: 4758.203125
	Iteration 27F: 3 clusters Score -1763437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -66567.914062 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -66567.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -65015.355469 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -65015.36 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -65333.765625 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -65333.77 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -65537.914062 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -65537.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -65699.070312 Penalty: 3220.151123
	Iteration 3F: 3 clusters Score -65699.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -65780.062500 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -65780.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -65852.664062 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -65852.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -65949.390625 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -65949.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -66050.078125 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -66050.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -66172.976562 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -66172.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -66189.000000 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -66189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -66200.554688 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -66200.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -66200.554688 Penalty: 3220.151123
	Iteration 11F: 3 clusters Score -66200.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Entering Unmasked Estep 
Score: -3155470.250000 Penalty: 2522.187744
	Iteration 0F: 2 clusters Score -3155470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -3137485.750000 Penalty: 5044.375488
	Iteration 0F: 3 clusters Score -3137486 nChanged 11755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -3144030.250000 Penalty: 5044.375488
	Iteration 1F: 3 clusters Score -3144030 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -3144492.750000 Penalty: 5044.375488
	Iteration 2Q: 3 clusters Score -3144493 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -3144864.000000 Penalty: 5044.375488
	Iteration 3Q: 3 clusters Score -3144864 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -3145275.500000 Penalty: 5044.375488
	Iteration 4Q: 3 clusters Score -3145276 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -3145698.750000 Penalty: 5044.375488
	Iteration 5Q: 3 clusters Score -3145699 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -3146279.750000 Penalty: 5044.375488
	Iteration 6Q: 3 clusters Score -3146280 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -3147069.250000 Penalty: 5044.375488
	Iteration 7Q: 3 clusters Score -3147069 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -3148082.500000 Penalty: 5044.375488
	Iteration 8F: 3 clusters Score -3148082 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -3149123.750000 Penalty: 5044.375488
	Iteration 9F: 3 clusters Score -3149124 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -3149965.250000 Penalty: 5044.375488
	Iteration 10F: 3 clusters Score -3149965 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -3150486.000000 Penalty: 5044.375488
	Iteration 11Q: 3 clusters Score -3150486 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -3150719.250000 Penalty: 5044.375488
	Iteration 12Q: 3 clusters Score -3150719 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -3150862.500000 Penalty: 5044.375488
	Iteration 13Q: 3 clusters Score -3150862 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -3150980.000000 Penalty: 5044.375488
	Iteration 14Q: 3 clusters Score -3150980 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -3151065.500000 Penalty: 5044.375488
	Iteration 15Q: 3 clusters Score -3151066 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -3151135.500000 Penalty: 5044.375488
	Iteration 16Q: 3 clusters Score -3151136 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -3151227.500000 Penalty: 5044.375488
	Iteration 17Q: 3 clusters Score -3151228 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -3151302.250000 Penalty: 5044.375488
	Iteration 18Q: 3 clusters Score -3151302 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -3151394.750000 Penalty: 5044.375488
	Iteration 19Q: 3 clusters Score -3151395 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -3151490.000000 Penalty: 5044.375488
	Iteration 20F: 3 clusters Score -3151490 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -3151568.250000 Penalty: 5044.375488
	Iteration 21Q: 3 clusters Score -3151568 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -3151637.750000 Penalty: 5044.375488
	Iteration 22Q: 3 clusters Score -3151638 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -3151717.750000 Penalty: 5044.375488
	Iteration 23Q: 3 clusters Score -3151718 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -3151795.500000 Penalty: 5044.375488
	Iteration 24Q: 3 clusters Score -3151796 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -3151872.750000 Penalty: 5044.375488
	Iteration 25Q: 3 clusters Score -3151873 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -3151947.750000 Penalty: 5044.375488
	Iteration 26Q: 3 clusters Score -3151948 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -3152016.000000 Penalty: 5044.375488
	Iteration 27Q: 3 clusters Score -3152016 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -3152075.000000 Penalty: 5044.375488
	Iteration 28Q: 3 clusters Score -3152075 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -3152163.500000 Penalty: 5044.375488
	Iteration 29Q: 3 clusters Score -3152164 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -3152229.500000 Penalty: 5044.375488
	Iteration 30Q: 3 clusters Score -3152230 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -3152275.500000 Penalty: 5044.375488
	Iteration 31Q: 3 clusters Score -3152276 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -3152302.500000 Penalty: 5044.375488
	Iteration 32Q: 3 clusters Score -3152302 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -3152360.000000 Penalty: 5044.375488
	Iteration 33Q: 3 clusters Score -3152360 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -3152416.000000 Penalty: 5044.375488
	Iteration 34Q: 3 clusters Score -3152416 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -3152456.750000 Penalty: 5044.375488
	Iteration 35Q: 3 clusters Score -3152457 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -3152494.750000 Penalty: 5044.375488
	Iteration 36Q: 3 clusters Score -3152495 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -3152545.750000 Penalty: 5044.375488
	Iteration 37Q: 3 clusters Score -3152546 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -3152587.750000 Penalty: 5044.375488
	Iteration 38Q: 3 clusters Score -3152588 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -3152612.250000 Penalty: 5044.375488
	Iteration 39Q: 3 clusters Score -3152612 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -3152655.500000 Penalty: 5044.375488
	Iteration 40F: 3 clusters Score -3152656 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -3152701.000000 Penalty: 5044.375488
	Iteration 41Q: 3 clusters Score -3152701 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -3152734.000000 Penalty: 5044.375488
	Iteration 42Q: 3 clusters Score -3152734 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -3152774.250000 Penalty: 5044.375488
	Iteration 43Q: 3 clusters Score -3152774 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -3152811.250000 Penalty: 5044.375488
	Iteration 44Q: 3 clusters Score -3152811 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -3152866.000000 Penalty: 5044.375488
	Iteration 45Q: 3 clusters Score -3152866 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -3152909.500000 Penalty: 5044.375488
	Iteration 46Q: 3 clusters Score -3152910 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3152977.500000 Penalty: 5044.375488
	Iteration 47Q: 3 clusters Score -3152978 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -3153028.250000 Penalty: 5044.375488
	Iteration 48Q: 3 clusters Score -3153028 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -3153067.250000 Penalty: 5044.375488
	Iteration 49Q: 3 clusters Score -3153067 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -3153108.500000 Penalty: 5044.375488
	Iteration 50Q: 3 clusters Score -3153108 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -3153151.250000 Penalty: 5044.375488
	Iteration 51Q: 3 clusters Score -3153151 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -3153192.000000 Penalty: 5044.375488
	Iteration 52Q: 3 clusters Score -3153192 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -3153224.000000 Penalty: 5044.375488
	Iteration 53Q: 3 clusters Score -3153224 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -3153260.750000 Penalty: 5044.375488
	Iteration 54Q: 3 clusters Score -3153261 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3153292.750000 Penalty: 5044.375488
	Iteration 55Q: 3 clusters Score -3153293 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -3153329.250000 Penalty: 5044.375488
	Iteration 56Q: 3 clusters Score -3153329 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -3153351.000000 Penalty: 5044.375488
	Iteration 57Q: 3 clusters Score -3153351 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3153375.750000 Penalty: 5044.375488
	Iteration 58Q: 3 clusters Score -3153376 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -3153402.750000 Penalty: 5044.375488
	Iteration 59Q: 3 clusters Score -3153403 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -3153432.750000 Penalty: 5044.375488
	Iteration 60F: 3 clusters Score -3153433 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -3153455.500000 Penalty: 5044.375488
	Iteration 61Q: 3 clusters Score -3153456 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3153479.750000 Penalty: 5044.375488
	Iteration 62Q: 3 clusters Score -3153480 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -3153494.500000 Penalty: 5044.375488
	Iteration 63Q: 3 clusters Score -3153494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -3153515.500000 Penalty: 5044.375488
	Iteration 64Q: 3 clusters Score -3153516 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -3153531.000000 Penalty: 5044.375488
	Iteration 65Q: 3 clusters Score -3153531 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -3153545.000000 Penalty: 5044.375488
	Iteration 66Q: 3 clusters Score -3153545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3153566.250000 Penalty: 5044.375488
	Iteration 67Q: 3 clusters Score -3153566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -3153571.250000 Penalty: 5044.375488
	Iteration 68Q: 3 clusters Score -3153571 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -3153582.750000 Penalty: 5044.375488
	Iteration 69Q: 3 clusters Score -3153583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3153594.500000 Penalty: 5044.375488
	Iteration 70Q: 3 clusters Score -3153594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -3153602.750000 Penalty: 5044.375488
	Iteration 71Q: 3 clusters Score -3153603 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -3153611.500000 Penalty: 5044.375488
	Iteration 72Q: 3 clusters Score -3153612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -3153623.750000 Penalty: 5044.375488
	Iteration 73Q: 3 clusters Score -3153624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -3153633.250000 Penalty: 5044.375488
	Iteration 74Q: 3 clusters Score -3153633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -3153635.250000 Penalty: 5044.375488
	Iteration 75Q: 3 clusters Score -3153635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -3153643.250000 Penalty: 5044.375488
	Iteration 76Q: 3 clusters Score -3153643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -3153651.250000 Penalty: 5044.375488
	Iteration 77Q: 3 clusters Score -3153651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3153650.750000 Penalty: 5044.375488
	Iteration 78Q: 3 clusters Score -3153651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -3153657.250000 Penalty: 5044.375488
	Iteration 79Q: 3 clusters Score -3153657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -3153656.250000 Penalty: 5044.375488
	Iteration 80F: 3 clusters Score -3153656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -3153658.250000 Penalty: 5044.375488
	Iteration 81Q: 3 clusters Score -3153658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -3153657.500000 Penalty: 5044.375488
	Iteration 82Q: 3 clusters Score -3153658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -3153656.500000 Penalty: 5044.375488
	Iteration 83Q: 3 clusters Score -3153656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -3153655.750000 Penalty: 5044.375488
	Iteration 84Q: 3 clusters Score -3153656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3153662.750000 Penalty: 5044.375488
	Iteration 85Q: 3 clusters Score -3153663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -3153664.500000 Penalty: 5044.375488
	Iteration 86Q: 3 clusters Score -3153664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -3153665.250000 Penalty: 5044.375488
	Iteration 87Q: 3 clusters Score -3153665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -3153667.250000 Penalty: 5044.375488
	Iteration 88Q: 3 clusters Score -3153667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -3153669.750000 Penalty: 5044.375488
	Iteration 89Q: 3 clusters Score -3153670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -3153672.250000 Penalty: 5044.375488
	Iteration 90Q: 3 clusters Score -3153672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -3153670.500000 Penalty: 5044.375488
	Iteration 91Q: 3 clusters Score -3153670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3153671.750000 Penalty: 5044.375488
	Iteration 92Q: 3 clusters Score -3153672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -3153673.000000 Penalty: 5044.375488
	Iteration 93Q: 3 clusters Score -3153673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -3153673.750000 Penalty: 5044.375488
	Iteration 94Q: 3 clusters Score -3153674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -3153679.000000 Penalty: 5044.375488
	Iteration 95Q: 3 clusters Score -3153679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -3153677.750000 Penalty: 5044.375488
	Iteration 96Q: 3 clusters Score -3153678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3153685.500000 Penalty: 5044.375488
	Iteration 97Q: 3 clusters Score -3153686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -3153685.000000 Penalty: 5044.375488
	Iteration 98Q: 3 clusters Score -3153685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -3153686.250000 Penalty: 5044.375488
	Iteration 99Q: 3 clusters Score -3153686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -3153687.000000 Penalty: 5044.375488
	Iteration 100F: 3 clusters Score -3153687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -3153685.000000 Penalty: 5044.375488
	Iteration 101Q: 3 clusters Score -3153685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -3153683.750000 Penalty: 5044.375488
	Iteration 102Q: 3 clusters Score -3153684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -3153683.750000 Penalty: 5044.375488
	Iteration 103Q: 3 clusters Score -3153684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -3153685.000000 Penalty: 5044.375488
	Iteration 104Q: 3 clusters Score -3153685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -3153685.000000 Penalty: 5044.375488
	Iteration 105F: 3 clusters Score -3153685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -209820.500000 Penalty: 1880.645386
	Iteration 0F: 2 clusters Score -209820.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -207233.031250 Penalty: 3761.290771
	Iteration 0F: 3 clusters Score -207233 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -207993.875000 Penalty: 3761.290771
	Iteration 1F: 3 clusters Score -207993.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -208469.218750 Penalty: 3761.290771
	Iteration 2F: 3 clusters Score -208469.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -208744.250000 Penalty: 3761.290771
	Iteration 3F: 3 clusters Score -208744.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -209006.031250 Penalty: 3761.290771
	Iteration 4F: 3 clusters Score -209006 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -209269.359375 Penalty: 3761.290771
	Iteration 5F: 3 clusters Score -209269.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -209622.875000 Penalty: 3761.290771
	Iteration 6F: 3 clusters Score -209622.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -209900.828125 Penalty: 3761.290771
	Iteration 7F: 3 clusters Score -209900.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -209996.500000 Penalty: 3761.290771
	Iteration 8Q: 3 clusters Score -209996.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -210051.296875 Penalty: 3761.290771
	Iteration 9Q: 3 clusters Score -210051.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -210134.796875 Penalty: 3761.290771
	Iteration 10Q: 3 clusters Score -210134.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -210209.343750 Penalty: 3761.290771
	Iteration 11Q: 3 clusters Score -210209.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -210243.328125 Penalty: 3761.290771
	Iteration 12Q: 3 clusters Score -210243.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -210252.171875 Penalty: 3761.290771
	Iteration 13Q: 3 clusters Score -210252.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -210257.296875 Penalty: 3761.290771
	Iteration 14Q: 3 clusters Score -210257.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -210258.468750 Penalty: 3761.290771
	Iteration 15Q: 3 clusters Score -210258.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -210258.468750 Penalty: 3761.290771
	Iteration 16F: 3 clusters Score -210258.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 18635 members 
Mstep: Class 3 contains 4417 members 
Mstep: Class 4 contains 2356 members 
Mstep: Class 5 contains 3805 members 
Mstep: Class 6 contains 46372 members 
Mstep: Class 7 contains 6190 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 1729 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 6724 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 14664 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26111 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 11497 members 
Mstep: Class 19 contains 45696 members 
Mstep: Class 20 contains 80902 members 
Mstep: Class 21 contains 1274 members 
Mstep: Class 22 contains 214268 members 
Mstep: Class 23 contains 155248 members 
Entering Unmasked Estep 
Score: -80046088.000000 Penalty: 76631.320312
Splitting cluster 17 changes total score from -80047288.000000 to -80046088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (11497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Entering Unmasked Estep 
Score: -1380207.750000 Penalty: 2318.760498
	Iteration 0F: 2 clusters Score -1380208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1371583.125000 Penalty: 4637.520996
	Iteration 0F: 3 clusters Score -1371583 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1374178.125000 Penalty: 4637.520996
	Iteration 1F: 3 clusters Score -1374178 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1374543.000000 Penalty: 4637.520996
	Iteration 2F: 3 clusters Score -1374543 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1374842.625000 Penalty: 4637.520996
	Iteration 3F: 3 clusters Score -1374843 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1375197.125000 Penalty: 4637.520996
	Iteration 4F: 3 clusters Score -1375197 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1375609.375000 Penalty: 4637.520996
	Iteration 5F: 3 clusters Score -1375609 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1376121.625000 Penalty: 4637.520996
	Iteration 6F: 3 clusters Score -1376122 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1376713.000000 Penalty: 4637.520996
	Iteration 7F: 3 clusters Score -1376713 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1377339.750000 Penalty: 4637.520996
	Iteration 8F: 3 clusters Score -1377340 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1377841.500000 Penalty: 4637.520996
	Iteration 9Q: 3 clusters Score -1377842 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1378166.500000 Penalty: 4637.520996
	Iteration 10Q: 3 clusters Score -1378166 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1378343.125000 Penalty: 4637.520996
	Iteration 11Q: 3 clusters Score -1378343 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1378439.000000 Penalty: 4637.520996
	Iteration 12Q: 3 clusters Score -1378439 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1378503.000000 Penalty: 4637.520996
	Iteration 13Q: 3 clusters Score -1378503 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1378533.875000 Penalty: 4637.520996
	Iteration 14Q: 3 clusters Score -1378534 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1378553.750000 Penalty: 4637.520996
	Iteration 15Q: 3 clusters Score -1378554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1378566.375000 Penalty: 4637.520996
	Iteration 16Q: 3 clusters Score -1378566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1378569.625000 Penalty: 4637.520996
	Iteration 17Q: 3 clusters Score -1378570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1378581.750000 Penalty: 4637.520996
	Iteration 18Q: 3 clusters Score -1378582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1378587.500000 Penalty: 4637.520996
	Iteration 19Q: 3 clusters Score -1378588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1378593.625000 Penalty: 4637.520996
	Iteration 20F: 3 clusters Score -1378594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1378596.500000 Penalty: 4637.520996
	Iteration 21Q: 3 clusters Score -1378596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1378597.000000 Penalty: 4637.520996
	Iteration 22Q: 3 clusters Score -1378597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1378597.500000 Penalty: 4637.520996
	Iteration 23Q: 3 clusters Score -1378598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1378599.125000 Penalty: 4637.520996
	Iteration 24Q: 3 clusters Score -1378599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1378603.250000 Penalty: 4637.520996
	Iteration 25Q: 3 clusters Score -1378603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1378605.000000 Penalty: 4637.520996
	Iteration 26Q: 3 clusters Score -1378605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1378604.875000 Penalty: 4637.520996
	Iteration 27Q: 3 clusters Score -1378605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1378607.375000 Penalty: 4637.520996
	Iteration 28Q: 3 clusters Score -1378607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1378610.375000 Penalty: 4637.520996
	Iteration 29Q: 3 clusters Score -1378610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1378610.875000 Penalty: 4637.520996
	Iteration 30Q: 3 clusters Score -1378611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1378613.125000 Penalty: 4637.520996
	Iteration 31Q: 3 clusters Score -1378613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1378613.500000 Penalty: 4637.520996
	Iteration 32Q: 3 clusters Score -1378614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1378616.750000 Penalty: 4637.520996
	Iteration 33Q: 3 clusters Score -1378617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1378617.750000 Penalty: 4637.520996
	Iteration 34Q: 3 clusters Score -1378618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1378618.500000 Penalty: 4637.520996
	Iteration 35Q: 3 clusters Score -1378618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1378615.875000 Penalty: 4637.520996
	Iteration 36Q: 3 clusters Score -1378616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1378618.625000 Penalty: 4637.520996
	Iteration 37Q: 3 clusters Score -1378619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1378618.125000 Penalty: 4637.520996
	Iteration 38Q: 3 clusters Score -1378618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1378618.250000 Penalty: 4637.520996
	Iteration 39Q: 3 clusters Score -1378618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1378618.250000 Penalty: 4637.520996
	Iteration 40F: 3 clusters Score -1378618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Entering Unmasked Estep 
Score: -5484047.000000 Penalty: 2660.981934
	Iteration 0F: 2 clusters Score -5484047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -5453160.000000 Penalty: 5321.963867
	Iteration 0F: 3 clusters Score -5453160 nChanged 21026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -5464910.500000 Penalty: 5321.963867
	Iteration 1F: 3 clusters Score -5464910 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -5465379.500000 Penalty: 5321.963867
	Iteration 2Q: 3 clusters Score -5465380 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -5465736.000000 Penalty: 5321.963867
	Iteration 3Q: 3 clusters Score -5465736 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -5466097.500000 Penalty: 5321.963867
	Iteration 4Q: 3 clusters Score -5466098 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -5466487.500000 Penalty: 5321.963867
	Iteration 5Q: 3 clusters Score -5466488 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -5466887.500000 Penalty: 5321.963867
	Iteration 6Q: 3 clusters Score -5466888 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -5467251.500000 Penalty: 5321.963867
	Iteration 7Q: 3 clusters Score -5467252 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -5467626.500000 Penalty: 5321.963867
	Iteration 8Q: 3 clusters Score -5467626 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -5468126.000000 Penalty: 5321.963867
	Iteration 9Q: 3 clusters Score -5468126 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -5468697.000000 Penalty: 5321.963867
	Iteration 10Q: 3 clusters Score -5468697 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -5469432.000000 Penalty: 5321.963867
	Iteration 11Q: 3 clusters Score -5469432 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -5470444.500000 Penalty: 5321.963867
	Iteration 12Q: 3 clusters Score -5470444 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -5471901.500000 Penalty: 5321.963867
	Iteration 13Q: 3 clusters Score -5471902 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -5473630.000000 Penalty: 5321.963867
	Iteration 14F: 3 clusters Score -5473630 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -5475252.000000 Penalty: 5321.963867
	Iteration 15Q: 3 clusters Score -5475252 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -5476386.500000 Penalty: 5321.963867
	Iteration 16Q: 3 clusters Score -5476386 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -5477188.500000 Penalty: 5321.963867
	Iteration 17Q: 3 clusters Score -5477188 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -5477878.500000 Penalty: 5321.963867
	Iteration 18Q: 3 clusters Score -5477878 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -5478581.000000 Penalty: 5321.963867
	Iteration 19Q: 3 clusters Score -5478581 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -5479315.500000 Penalty: 5321.963867
	Iteration 20F: 3 clusters Score -5479316 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -5480030.000000 Penalty: 5321.963867
	Iteration 21Q: 3 clusters Score -5480030 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -5480667.500000 Penalty: 5321.963867
	Iteration 22Q: 3 clusters Score -5480668 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -5481081.000000 Penalty: 5321.963867
	Iteration 23Q: 3 clusters Score -5481081 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -5481332.500000 Penalty: 5321.963867
	Iteration 24Q: 3 clusters Score -5481332 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -5481476.500000 Penalty: 5321.963867
	Iteration 25Q: 3 clusters Score -5481476 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -5481570.000000 Penalty: 5321.963867
	Iteration 26Q: 3 clusters Score -5481570 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -5481596.000000 Penalty: 5321.963867
	Iteration 27Q: 3 clusters Score -5481596 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -5481614.000000 Penalty: 5321.963867
	Iteration 28Q: 3 clusters Score -5481614 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -5481650.500000 Penalty: 5321.963867
	Iteration 29Q: 3 clusters Score -5481650 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -5481674.000000 Penalty: 5321.963867
	Iteration 30Q: 3 clusters Score -5481674 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -5481684.500000 Penalty: 5321.963867
	Iteration 31Q: 3 clusters Score -5481684 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -5481678.000000 Penalty: 5321.963867
	Iteration 32Q: 3 clusters Score -5481678 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -5481679.500000 Penalty: 5321.963867
	Iteration 33Q: 3 clusters Score -5481680 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -5481702.500000 Penalty: 5321.963867
	Iteration 34Q: 3 clusters Score -5481702 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -5481710.000000 Penalty: 5321.963867
	Iteration 35Q: 3 clusters Score -5481710 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -5481713.000000 Penalty: 5321.963867
	Iteration 36Q: 3 clusters Score -5481713 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -5481707.500000 Penalty: 5321.963867
	Iteration 37Q: 3 clusters Score -5481708 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -5481707.500000 Penalty: 5321.963867
	Iteration 38Q: 3 clusters Score -5481708 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -5481707.000000 Penalty: 5321.963867
	Iteration 39Q: 3 clusters Score -5481707 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -5481710.000000 Penalty: 5321.963867
	Iteration 40F: 3 clusters Score -5481710 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -5481720.500000 Penalty: 5321.963867
	Iteration 41Q: 3 clusters Score -5481720 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -5481724.000000 Penalty: 5321.963867
	Iteration 42Q: 3 clusters Score -5481724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -5481734.500000 Penalty: 5321.963867
	Iteration 43Q: 3 clusters Score -5481734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -5481727.000000 Penalty: 5321.963867
	Iteration 44Q: 3 clusters Score -5481727 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -5481738.500000 Penalty: 5321.963867
	Iteration 45Q: 3 clusters Score -5481738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -5481730.000000 Penalty: 5321.963867
	Iteration 46Q: 3 clusters Score -5481730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -5481739.500000 Penalty: 5321.963867
	Iteration 47Q: 3 clusters Score -5481740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -5481739.000000 Penalty: 5321.963867
	Iteration 48Q: 3 clusters Score -5481739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -5481757.500000 Penalty: 5321.963867
	Iteration 49Q: 3 clusters Score -5481758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -5481755.000000 Penalty: 5321.963867
	Iteration 50Q: 3 clusters Score -5481755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -5481746.500000 Penalty: 5321.963867
	Iteration 51Q: 3 clusters Score -5481746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -5481752.000000 Penalty: 5321.963867
	Iteration 52Q: 3 clusters Score -5481752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -5481762.500000 Penalty: 5321.963867
	Iteration 53Q: 3 clusters Score -5481762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -5481758.500000 Penalty: 5321.963867
	Iteration 54Q: 3 clusters Score -5481758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -5481763.000000 Penalty: 5321.963867
	Iteration 55Q: 3 clusters Score -5481763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -5481758.500000 Penalty: 5321.963867
	Iteration 56Q: 3 clusters Score -5481758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -5481767.000000 Penalty: 5321.963867
	Iteration 57Q: 3 clusters Score -5481767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -5481768.500000 Penalty: 5321.963867
	Iteration 58Q: 3 clusters Score -5481768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -5481763.500000 Penalty: 5321.963867
	Iteration 59Q: 3 clusters Score -5481764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -5481767.500000 Penalty: 5321.963867
	Iteration 60F: 3 clusters Score -5481768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -5481766.000000 Penalty: 5321.963867
	Iteration 61Q: 3 clusters Score -5481766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -5481773.000000 Penalty: 5321.963867
	Iteration 62Q: 3 clusters Score -5481773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -5481767.500000 Penalty: 5321.963867
	Iteration 63Q: 3 clusters Score -5481768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -5481765.500000 Penalty: 5321.963867
	Iteration 64Q: 3 clusters Score -5481766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -5481760.500000 Penalty: 5321.963867
	Iteration 65Q: 3 clusters Score -5481760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -5481764.500000 Penalty: 5321.963867
	Iteration 66Q: 3 clusters Score -5481764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -5481766.500000 Penalty: 5321.963867
	Iteration 67Q: 3 clusters Score -5481766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -5481779.500000 Penalty: 5321.963867
	Iteration 68Q: 3 clusters Score -5481780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -5481783.000000 Penalty: 5321.963867
	Iteration 69Q: 3 clusters Score -5481783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -5481789.500000 Penalty: 5321.963867
	Iteration 70Q: 3 clusters Score -5481790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -5481793.500000 Penalty: 5321.963867
	Iteration 71Q: 3 clusters Score -5481794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -5481792.000000 Penalty: 5321.963867
	Iteration 72Q: 3 clusters Score -5481792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -5481785.000000 Penalty: 5321.963867
	Iteration 73Q: 3 clusters Score -5481785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -5481779.000000 Penalty: 5321.963867
	Iteration 74Q: 3 clusters Score -5481779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -5481788.500000 Penalty: 5321.963867
	Iteration 75Q: 3 clusters Score -5481788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -5481787.000000 Penalty: 5321.963867
	Iteration 76Q: 3 clusters Score -5481787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -5481778.500000 Penalty: 5321.963867
	Iteration 77Q: 3 clusters Score -5481778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -5481784.500000 Penalty: 5321.963867
	Iteration 78Q: 3 clusters Score -5481784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -5481783.000000 Penalty: 5321.963867
	Iteration 79Q: 3 clusters Score -5481783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -5481783.000000 Penalty: 5321.963867
	Iteration 80F: 3 clusters Score -5481783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -5481788.000000 Penalty: 5321.963867
	Iteration 81Q: 3 clusters Score -5481788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -5481784.000000 Penalty: 5321.963867
	Iteration 82Q: 3 clusters Score -5481784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -5481788.500000 Penalty: 5321.963867
	Iteration 83Q: 3 clusters Score -5481788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -5481787.000000 Penalty: 5321.963867
	Iteration 84Q: 3 clusters Score -5481787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -5481787.000000 Penalty: 5321.963867
	Iteration 85F: 3 clusters Score -5481787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (80902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80902 members 
Entering Unmasked Estep 
Score: -9731309.000000 Penalty: 2802.646484
	Iteration 0F: 2 clusters Score -9731309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -9677027.000000 Penalty: 5605.292969
	Iteration 0F: 3 clusters Score -9677027 nChanged 38001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -9699039.000000 Penalty: 5605.292969
	Iteration 1F: 3 clusters Score -9699039 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -9699969.000000 Penalty: 5605.292969
	Iteration 2Q: 3 clusters Score -9699969 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -9700979.000000 Penalty: 5605.292969
	Iteration 3Q: 3 clusters Score -9700979 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -9702136.000000 Penalty: 5605.292969
	Iteration 4Q: 3 clusters Score -9702136 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -9703727.000000 Penalty: 5605.292969
	Iteration 5Q: 3 clusters Score -9703727 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -9705876.000000 Penalty: 5605.292969
	Iteration 6F: 3 clusters Score -9705876 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52968 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -9708840.000000 Penalty: 5605.292969
	Iteration 7F: 3 clusters Score -9708840 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57017 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -9712392.000000 Penalty: 5605.292969
	Iteration 8F: 3 clusters Score -9712392 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61033 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -9715880.000000 Penalty: 5605.292969
	Iteration 9F: 3 clusters Score -9715880 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64410 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -9718842.000000 Penalty: 5605.292969
	Iteration 10Q: 3 clusters Score -9718842 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67074 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -9720878.000000 Penalty: 5605.292969
	Iteration 11Q: 3 clusters Score -9720878 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69218 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -9722438.000000 Penalty: 5605.292969
	Iteration 12Q: 3 clusters Score -9722438 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71017 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -9723519.000000 Penalty: 5605.292969
	Iteration 13Q: 3 clusters Score -9723519 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72512 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -9724466.000000 Penalty: 5605.292969
	Iteration 14Q: 3 clusters Score -9724466 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73845 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -9725362.000000 Penalty: 5605.292969
	Iteration 15Q: 3 clusters Score -9725362 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74986 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -9726058.000000 Penalty: 5605.292969
	Iteration 16Q: 3 clusters Score -9726058 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75911 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -9726565.000000 Penalty: 5605.292969
	Iteration 17Q: 3 clusters Score -9726565 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76657 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -9727019.000000 Penalty: 5605.292969
	Iteration 18Q: 3 clusters Score -9727019 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77286 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -9727379.000000 Penalty: 5605.292969
	Iteration 19Q: 3 clusters Score -9727379 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77795 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -9727694.000000 Penalty: 5605.292969
	Iteration 20F: 3 clusters Score -9727694 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78197 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -9727971.000000 Penalty: 5605.292969
	Iteration 21Q: 3 clusters Score -9727971 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78546 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -9728168.000000 Penalty: 5605.292969
	Iteration 22Q: 3 clusters Score -9728168 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -9728379.000000 Penalty: 5605.292969
	Iteration 23Q: 3 clusters Score -9728379 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79010 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -9728530.000000 Penalty: 5605.292969
	Iteration 24Q: 3 clusters Score -9728530 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79158 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -9728609.000000 Penalty: 5605.292969
	Iteration 25Q: 3 clusters Score -9728609 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79283 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -9728707.000000 Penalty: 5605.292969
	Iteration 26Q: 3 clusters Score -9728707 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79393 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -9728764.000000 Penalty: 5605.292969
	Iteration 27Q: 3 clusters Score -9728764 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79477 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -9728832.000000 Penalty: 5605.292969
	Iteration 28Q: 3 clusters Score -9728832 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79543 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -9728871.000000 Penalty: 5605.292969
	Iteration 29Q: 3 clusters Score -9728871 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79597 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -9728893.000000 Penalty: 5605.292969
	Iteration 30Q: 3 clusters Score -9728893 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79644 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -9728922.000000 Penalty: 5605.292969
	Iteration 31Q: 3 clusters Score -9728922 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79678 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -9728932.000000 Penalty: 5605.292969
	Iteration 32Q: 3 clusters Score -9728932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79711 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -9728956.000000 Penalty: 5605.292969
	Iteration 33Q: 3 clusters Score -9728956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79744 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -9728988.000000 Penalty: 5605.292969
	Iteration 34Q: 3 clusters Score -9728988 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79770 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -9729010.000000 Penalty: 5605.292969
	Iteration 35Q: 3 clusters Score -9729010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79777 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -9729015.000000 Penalty: 5605.292969
	Iteration 36Q: 3 clusters Score -9729015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79789 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -9729024.000000 Penalty: 5605.292969
	Iteration 37Q: 3 clusters Score -9729024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79804 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -9729040.000000 Penalty: 5605.292969
	Iteration 38Q: 3 clusters Score -9729040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79814 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -9729033.000000 Penalty: 5605.292969
	Iteration 39Q: 3 clusters Score -9729033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79820 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -9729046.000000 Penalty: 5605.292969
	Iteration 40F: 3 clusters Score -9729046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79826 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -9729041.000000 Penalty: 5605.292969
	Iteration 41Q: 3 clusters Score -9729041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79832 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -9729043.000000 Penalty: 5605.292969
	Iteration 42Q: 3 clusters Score -9729043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79836 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -9729039.000000 Penalty: 5605.292969
	Iteration 43Q: 3 clusters Score -9729039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79841 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -9729040.000000 Penalty: 5605.292969
	Iteration 44Q: 3 clusters Score -9729040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79845 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -9729049.000000 Penalty: 5605.292969
	Iteration 45Q: 3 clusters Score -9729049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79849 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -9729056.000000 Penalty: 5605.292969
	Iteration 46Q: 3 clusters Score -9729056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79855 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -9729046.000000 Penalty: 5605.292969
	Iteration 47Q: 3 clusters Score -9729046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79865 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -9729046.000000 Penalty: 5605.292969
	Iteration 48Q: 3 clusters Score -9729046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79873 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -9729055.000000 Penalty: 5605.292969
	Iteration 49Q: 3 clusters Score -9729055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79879 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -9729053.000000 Penalty: 5605.292969
	Iteration 50Q: 3 clusters Score -9729053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79883 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -9729068.000000 Penalty: 5605.292969
	Iteration 51Q: 3 clusters Score -9729068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79886 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -9729074.000000 Penalty: 5605.292969
	Iteration 52Q: 3 clusters Score -9729074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79888 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -9729072.000000 Penalty: 5605.292969
	Iteration 53Q: 3 clusters Score -9729072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79891 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -9729067.000000 Penalty: 5605.292969
	Iteration 54Q: 3 clusters Score -9729067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79895 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -9729080.000000 Penalty: 5605.292969
	Iteration 55Q: 3 clusters Score -9729080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79898 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -9729079.000000 Penalty: 5605.292969
	Iteration 56Q: 3 clusters Score -9729079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79899 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -9729075.000000 Penalty: 5605.292969
	Iteration 57Q: 3 clusters Score -9729075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79900 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -9729078.000000 Penalty: 5605.292969
	Iteration 58Q: 3 clusters Score -9729078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79900 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -9729078.000000 Penalty: 5605.292969
	Iteration 59F: 3 clusters Score -9729078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (214268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214268 members 
Entering Unmasked Estep 
Score: -25528096.000000 Penalty: 3044.195557
	Iteration 0F: 2 clusters Score -2.55281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107232 members 
Mstep: Class 2 contains 107036 members 
Entering Unmasked Estep 
Score: -25391802.000000 Penalty: 6088.391113
	Iteration 0F: 3 clusters Score -2.53918e+07 nChanged 103484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109306 members 
Mstep: Class 2 contains 104962 members 
Entering Unmasked Estep 
Score: -25452370.000000 Penalty: 6088.391113
	Iteration 1F: 3 clusters Score -2.545237e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110446 members 
Mstep: Class 2 contains 103822 members 
Entering Unmasked Estep 
Score: -25453444.000000 Penalty: 6088.391113
	Iteration 2Q: 3 clusters Score -2.545344e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112010 members 
Mstep: Class 2 contains 102258 members 
Entering Unmasked Estep 
Score: -25454860.000000 Penalty: 6088.391113
	Iteration 3Q: 3 clusters Score -2.545486e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114176 members 
Mstep: Class 2 contains 100092 members 
Entering Unmasked Estep 
Score: -25457294.000000 Penalty: 6088.391113
	Iteration 4Q: 3 clusters Score -2.545729e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116982 members 
Mstep: Class 2 contains 97286 members 
Entering Unmasked Estep 
Score: -25460630.000000 Penalty: 6088.391113
	Iteration 5Q: 3 clusters Score -2.546063e+07 nChanged 10224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120278 members 
Mstep: Class 2 contains 93990 members 
Entering Unmasked Estep 
Score: -25465786.000000 Penalty: 6088.391113
	Iteration 6Q: 3 clusters Score -2.546579e+07 nChanged 12467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123711 members 
Mstep: Class 2 contains 90557 members 
Entering Unmasked Estep 
Score: -25473666.000000 Penalty: 6088.391113
	Iteration 7F: 3 clusters Score -2.547367e+07 nChanged 14310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126353 members 
Mstep: Class 2 contains 87915 members 
Entering Unmasked Estep 
Score: -25483506.000000 Penalty: 6088.391113
	Iteration 8F: 3 clusters Score -2.548351e+07 nChanged 14635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127468 members 
Mstep: Class 2 contains 86800 members 
Entering Unmasked Estep 
Score: -25493614.000000 Penalty: 6088.391113
	Iteration 9F: 3 clusters Score -2.549361e+07 nChanged 12051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127209 members 
Mstep: Class 2 contains 87059 members 
Entering Unmasked Estep 
Score: -25498770.000000 Penalty: 6088.391113
	Iteration 10F: 3 clusters Score -2.549877e+07 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126620 members 
Mstep: Class 2 contains 87648 members 
Entering Unmasked Estep 
Score: -25500478.000000 Penalty: 6088.391113
	Iteration 11Q: 3 clusters Score -2.550048e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125896 members 
Mstep: Class 2 contains 88372 members 
Entering Unmasked Estep 
Score: -25500998.000000 Penalty: 6088.391113
	Iteration 12Q: 3 clusters Score -2.5501e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125004 members 
Mstep: Class 2 contains 89264 members 
Entering Unmasked Estep 
Score: -25501344.000000 Penalty: 6088.391113
	Iteration 13Q: 3 clusters Score -2.550134e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123979 members 
Mstep: Class 2 contains 90289 members 
Entering Unmasked Estep 
Score: -25501380.000000 Penalty: 6088.391113
	Iteration 14Q: 3 clusters Score -2.550138e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122821 members 
Mstep: Class 2 contains 91447 members 
Entering Unmasked Estep 
Score: -25501662.000000 Penalty: 6088.391113
	Iteration 15Q: 3 clusters Score -2.550166e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121635 members 
Mstep: Class 2 contains 92633 members 
Entering Unmasked Estep 
Score: -25501960.000000 Penalty: 6088.391113
	Iteration 16Q: 3 clusters Score -2.550196e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120394 members 
Mstep: Class 2 contains 93874 members 
Entering Unmasked Estep 
Score: -25502300.000000 Penalty: 6088.391113
	Iteration 17Q: 3 clusters Score -2.55023e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119075 members 
Mstep: Class 2 contains 95193 members 
Entering Unmasked Estep 
Score: -25502520.000000 Penalty: 6088.391113
	Iteration 18Q: 3 clusters Score -2.550252e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117731 members 
Mstep: Class 2 contains 96537 members 
Entering Unmasked Estep 
Score: -25502920.000000 Penalty: 6088.391113
	Iteration 19Q: 3 clusters Score -2.550292e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116247 members 
Mstep: Class 2 contains 98021 members 
Entering Unmasked Estep 
Score: -25503256.000000 Penalty: 6088.391113
	Iteration 20F: 3 clusters Score -2.550326e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114632 members 
Mstep: Class 2 contains 99636 members 
Entering Unmasked Estep 
Score: -25503686.000000 Penalty: 6088.391113
	Iteration 21Q: 3 clusters Score -2.550369e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112902 members 
Mstep: Class 2 contains 101366 members 
Entering Unmasked Estep 
Score: -25504136.000000 Penalty: 6088.391113
	Iteration 22Q: 3 clusters Score -2.550414e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111098 members 
Mstep: Class 2 contains 103170 members 
Entering Unmasked Estep 
Score: -25504602.000000 Penalty: 6088.391113
	Iteration 23Q: 3 clusters Score -2.55046e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109157 members 
Mstep: Class 2 contains 105111 members 
Entering Unmasked Estep 
Score: -25505166.000000 Penalty: 6088.391113
	Iteration 24Q: 3 clusters Score -2.550517e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107264 members 
Mstep: Class 2 contains 107004 members 
Entering Unmasked Estep 
Score: -25505708.000000 Penalty: 6088.391113
	Iteration 25Q: 3 clusters Score -2.550571e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105290 members 
Mstep: Class 2 contains 108978 members 
Entering Unmasked Estep 
Score: -25506486.000000 Penalty: 6088.391113
	Iteration 26Q: 3 clusters Score -2.550649e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103309 members 
Mstep: Class 2 contains 110959 members 
Entering Unmasked Estep 
Score: -25507328.000000 Penalty: 6088.391113
	Iteration 27Q: 3 clusters Score -2.550733e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101438 members 
Mstep: Class 2 contains 112830 members 
Entering Unmasked Estep 
Score: -25508276.000000 Penalty: 6088.391113
	Iteration 28Q: 3 clusters Score -2.550828e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99876 members 
Mstep: Class 2 contains 114392 members 
Entering Unmasked Estep 
Score: -25509216.000000 Penalty: 6088.391113
	Iteration 29Q: 3 clusters Score -2.550922e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98622 members 
Mstep: Class 2 contains 115646 members 
Entering Unmasked Estep 
Score: -25510094.000000 Penalty: 6088.391113
	Iteration 30Q: 3 clusters Score -2.551009e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97741 members 
Mstep: Class 2 contains 116527 members 
Entering Unmasked Estep 
Score: -25510816.000000 Penalty: 6088.391113
	Iteration 31Q: 3 clusters Score -2.551082e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97321 members 
Mstep: Class 2 contains 116947 members 
Entering Unmasked Estep 
Score: -25511120.000000 Penalty: 6088.391113
	Iteration 32Q: 3 clusters Score -2.551112e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97247 members 
Mstep: Class 2 contains 117021 members 
Entering Unmasked Estep 
Score: -25511582.000000 Penalty: 6088.391113
	Iteration 33Q: 3 clusters Score -2.551158e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97445 members 
Mstep: Class 2 contains 116823 members 
Entering Unmasked Estep 
Score: -25511746.000000 Penalty: 6088.391113
	Iteration 34Q: 3 clusters Score -2.551175e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97864 members 
Mstep: Class 2 contains 116404 members 
Entering Unmasked Estep 
Score: -25511814.000000 Penalty: 6088.391113
	Iteration 35Q: 3 clusters Score -2.551181e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98525 members 
Mstep: Class 2 contains 115743 members 
Entering Unmasked Estep 
Score: -25511792.000000 Penalty: 6088.391113
	Iteration 36Q: 3 clusters Score -2.551179e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99287 members 
Mstep: Class 2 contains 114981 members 
Entering Unmasked Estep 
Score: -25511784.000000 Penalty: 6088.391113
	Iteration 37Q: 3 clusters Score -2.551178e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100133 members 
Mstep: Class 2 contains 114135 members 
Entering Unmasked Estep 
Score: -25511792.000000 Penalty: 6088.391113
	Iteration 38Q: 3 clusters Score -2.551179e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101060 members 
Mstep: Class 2 contains 113208 members 
Entering Unmasked Estep 
Score: -25511728.000000 Penalty: 6088.391113
	Iteration 39Q: 3 clusters Score -2.551173e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101979 members 
Mstep: Class 2 contains 112289 members 
Entering Unmasked Estep 
Score: -25511766.000000 Penalty: 6088.391113
	Iteration 40F: 3 clusters Score -2.551177e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102833 members 
Mstep: Class 2 contains 111435 members 
Entering Unmasked Estep 
Score: -25511724.000000 Penalty: 6088.391113
	Iteration 41Q: 3 clusters Score -2.551172e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103748 members 
Mstep: Class 2 contains 110520 members 
Entering Unmasked Estep 
Score: -25511718.000000 Penalty: 6088.391113
	Iteration 42Q: 3 clusters Score -2.551172e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104636 members 
Mstep: Class 2 contains 109632 members 
Entering Unmasked Estep 
Score: -25511682.000000 Penalty: 6088.391113
	Iteration 43Q: 3 clusters Score -2.551168e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105526 members 
Mstep: Class 2 contains 108742 members 
Entering Unmasked Estep 
Score: -25511760.000000 Penalty: 6088.391113
	Iteration 44Q: 3 clusters Score -2.551176e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106421 members 
Mstep: Class 2 contains 107847 members 
Entering Unmasked Estep 
Score: -25511728.000000 Penalty: 6088.391113
	Iteration 45Q: 3 clusters Score -2.551173e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107356 members 
Mstep: Class 2 contains 106912 members 
Entering Unmasked Estep 
Score: -25511704.000000 Penalty: 6088.391113
	Iteration 46Q: 3 clusters Score -2.55117e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108238 members 
Mstep: Class 2 contains 106030 members 
Entering Unmasked Estep 
Score: -25511700.000000 Penalty: 6088.391113
	Iteration 47Q: 3 clusters Score -2.55117e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109143 members 
Mstep: Class 2 contains 105125 members 
Entering Unmasked Estep 
Score: -25511570.000000 Penalty: 6088.391113
	Iteration 48Q: 3 clusters Score -2.551157e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110058 members 
Mstep: Class 2 contains 104210 members 
Entering Unmasked Estep 
Score: -25511554.000000 Penalty: 6088.391113
	Iteration 49Q: 3 clusters Score -2.551155e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110934 members 
Mstep: Class 2 contains 103334 members 
Entering Unmasked Estep 
Score: -25511432.000000 Penalty: 6088.391113
	Iteration 50Q: 3 clusters Score -2.551143e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111779 members 
Mstep: Class 2 contains 102489 members 
Entering Unmasked Estep 
Score: -25511406.000000 Penalty: 6088.391113
	Iteration 51Q: 3 clusters Score -2.551141e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112628 members 
Mstep: Class 2 contains 101640 members 
Entering Unmasked Estep 
Score: -25511420.000000 Penalty: 6088.391113
	Iteration 52Q: 3 clusters Score -2.551142e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113364 members 
Mstep: Class 2 contains 100904 members 
Entering Unmasked Estep 
Score: -25511398.000000 Penalty: 6088.391113
	Iteration 53Q: 3 clusters Score -2.55114e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114029 members 
Mstep: Class 2 contains 100239 members 
Entering Unmasked Estep 
Score: -25511312.000000 Penalty: 6088.391113
	Iteration 54Q: 3 clusters Score -2.551131e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114580 members 
Mstep: Class 2 contains 99688 members 
Entering Unmasked Estep 
Score: -25511288.000000 Penalty: 6088.391113
	Iteration 55Q: 3 clusters Score -2.551129e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115105 members 
Mstep: Class 2 contains 99163 members 
Entering Unmasked Estep 
Score: -25511248.000000 Penalty: 6088.391113
	Iteration 56Q: 3 clusters Score -2.551125e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115562 members 
Mstep: Class 2 contains 98706 members 
Entering Unmasked Estep 
Score: -25511222.000000 Penalty: 6088.391113
	Iteration 57Q: 3 clusters Score -2.551122e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116006 members 
Mstep: Class 2 contains 98262 members 
Entering Unmasked Estep 
Score: -25511096.000000 Penalty: 6088.391113
	Iteration 58Q: 3 clusters Score -2.55111e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116369 members 
Mstep: Class 2 contains 97899 members 
Entering Unmasked Estep 
Score: -25511064.000000 Penalty: 6088.391113
	Iteration 59Q: 3 clusters Score -2.551106e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116688 members 
Mstep: Class 2 contains 97580 members 
Entering Unmasked Estep 
Score: -25510998.000000 Penalty: 6088.391113
	Iteration 60F: 3 clusters Score -2.5511e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116938 members 
Mstep: Class 2 contains 97330 members 
Entering Unmasked Estep 
Score: -25510930.000000 Penalty: 6088.391113
	Iteration 61Q: 3 clusters Score -2.551093e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117183 members 
Mstep: Class 2 contains 97085 members 
Entering Unmasked Estep 
Score: -25510836.000000 Penalty: 6088.391113
	Iteration 62Q: 3 clusters Score -2.551084e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117408 members 
Mstep: Class 2 contains 96860 members 
Entering Unmasked Estep 
Score: -25510836.000000 Penalty: 6088.391113
	Iteration 63Q: 3 clusters Score -2.551084e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117614 members 
Mstep: Class 2 contains 96654 members 
Entering Unmasked Estep 
Score: -25510772.000000 Penalty: 6088.391113
	Iteration 64Q: 3 clusters Score -2.551077e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117795 members 
Mstep: Class 2 contains 96473 members 
Entering Unmasked Estep 
Score: -25510758.000000 Penalty: 6088.391113
	Iteration 65Q: 3 clusters Score -2.551076e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117932 members 
Mstep: Class 2 contains 96336 members 
Entering Unmasked Estep 
Score: -25510724.000000 Penalty: 6088.391113
	Iteration 66Q: 3 clusters Score -2.551072e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118024 members 
Mstep: Class 2 contains 96244 members 
Entering Unmasked Estep 
Score: -25510596.000000 Penalty: 6088.391113
	Iteration 67Q: 3 clusters Score -2.55106e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118100 members 
Mstep: Class 2 contains 96168 members 
Entering Unmasked Estep 
Score: -25510564.000000 Penalty: 6088.391113
	Iteration 68Q: 3 clusters Score -2.551056e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118152 members 
Mstep: Class 2 contains 96116 members 
Entering Unmasked Estep 
Score: -25510526.000000 Penalty: 6088.391113
	Iteration 69Q: 3 clusters Score -2.551053e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118179 members 
Mstep: Class 2 contains 96089 members 
Entering Unmasked Estep 
Score: -25510534.000000 Penalty: 6088.391113
	Iteration 70Q: 3 clusters Score -2.551053e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118189 members 
Mstep: Class 2 contains 96079 members 
Entering Unmasked Estep 
Score: -25510506.000000 Penalty: 6088.391113
	Iteration 71Q: 3 clusters Score -2.551051e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118196 members 
Mstep: Class 2 contains 96072 members 
Entering Unmasked Estep 
Score: -25510476.000000 Penalty: 6088.391113
	Iteration 72Q: 3 clusters Score -2.551048e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118214 members 
Mstep: Class 2 contains 96054 members 
Entering Unmasked Estep 
Score: -25510484.000000 Penalty: 6088.391113
	Iteration 73Q: 3 clusters Score -2.551048e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118256 members 
Mstep: Class 2 contains 96012 members 
Entering Unmasked Estep 
Score: -25510474.000000 Penalty: 6088.391113
	Iteration 74Q: 3 clusters Score -2.551047e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118302 members 
Mstep: Class 2 contains 95966 members 
Entering Unmasked Estep 
Score: -25510458.000000 Penalty: 6088.391113
	Iteration 75Q: 3 clusters Score -2.551046e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118329 members 
Mstep: Class 2 contains 95939 members 
Entering Unmasked Estep 
Score: -25510464.000000 Penalty: 6088.391113
	Iteration 76Q: 3 clusters Score -2.551046e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118365 members 
Mstep: Class 2 contains 95903 members 
Entering Unmasked Estep 
Score: -25510446.000000 Penalty: 6088.391113
	Iteration 77Q: 3 clusters Score -2.551045e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118381 members 
Mstep: Class 2 contains 95887 members 
Entering Unmasked Estep 
Score: -25510420.000000 Penalty: 6088.391113
	Iteration 78Q: 3 clusters Score -2.551042e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118382 members 
Mstep: Class 2 contains 95886 members 
Entering Unmasked Estep 
Score: -25510426.000000 Penalty: 6088.391113
	Iteration 79Q: 3 clusters Score -2.551043e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118370 members 
Mstep: Class 2 contains 95898 members 
Entering Unmasked Estep 
Score: -25510440.000000 Penalty: 6088.391113
	Iteration 80F: 3 clusters Score -2.551044e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118354 members 
Mstep: Class 2 contains 95914 members 
Entering Unmasked Estep 
Score: -25510396.000000 Penalty: 6088.391113
	Iteration 81Q: 3 clusters Score -2.55104e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118340 members 
Mstep: Class 2 contains 95928 members 
Entering Unmasked Estep 
Score: -25510420.000000 Penalty: 6088.391113
	Iteration 82Q: 3 clusters Score -2.551042e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118332 members 
Mstep: Class 2 contains 95936 members 
Entering Unmasked Estep 
Score: -25510452.000000 Penalty: 6088.391113
	Iteration 83Q: 3 clusters Score -2.551045e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118336 members 
Mstep: Class 2 contains 95932 members 
Entering Unmasked Estep 
Score: -25510420.000000 Penalty: 6088.391113
	Iteration 84Q: 3 clusters Score -2.551042e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118317 members 
Mstep: Class 2 contains 95951 members 
Entering Unmasked Estep 
Score: -25510422.000000 Penalty: 6088.391113
	Iteration 85Q: 3 clusters Score -2.551042e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118294 members 
Mstep: Class 2 contains 95974 members 
Entering Unmasked Estep 
Score: -25510418.000000 Penalty: 6088.391113
	Iteration 86Q: 3 clusters Score -2.551042e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118256 members 
Mstep: Class 2 contains 96012 members 
Entering Unmasked Estep 
Score: -25510412.000000 Penalty: 6088.391113
	Iteration 87Q: 3 clusters Score -2.551041e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118225 members 
Mstep: Class 2 contains 96043 members 
Entering Unmasked Estep 
Score: -25510436.000000 Penalty: 6088.391113
	Iteration 88Q: 3 clusters Score -2.551044e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118185 members 
Mstep: Class 2 contains 96083 members 
Entering Unmasked Estep 
Score: -25510436.000000 Penalty: 6088.391113
	Iteration 89Q: 3 clusters Score -2.551044e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118152 members 
Mstep: Class 2 contains 96116 members 
Entering Unmasked Estep 
Score: -25510454.000000 Penalty: 6088.391113
	Iteration 90Q: 3 clusters Score -2.551045e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118118 members 
Mstep: Class 2 contains 96150 members 
Entering Unmasked Estep 
Score: -25510462.000000 Penalty: 6088.391113
	Iteration 91Q: 3 clusters Score -2.551046e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118099 members 
Mstep: Class 2 contains 96169 members 
Entering Unmasked Estep 
Score: -25510460.000000 Penalty: 6088.391113
	Iteration 92Q: 3 clusters Score -2.551046e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118083 members 
Mstep: Class 2 contains 96185 members 
Entering Unmasked Estep 
Score: -25510484.000000 Penalty: 6088.391113
	Iteration 93Q: 3 clusters Score -2.551048e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118061 members 
Mstep: Class 2 contains 96207 members 
Entering Unmasked Estep 
Score: -25510464.000000 Penalty: 6088.391113
	Iteration 94Q: 3 clusters Score -2.551046e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118051 members 
Mstep: Class 2 contains 96217 members 
Entering Unmasked Estep 
Score: -25510448.000000 Penalty: 6088.391113
	Iteration 95Q: 3 clusters Score -2.551045e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118047 members 
Mstep: Class 2 contains 96221 members 
Entering Unmasked Estep 
Score: -25510460.000000 Penalty: 6088.391113
	Iteration 96Q: 3 clusters Score -2.551046e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118043 members 
Mstep: Class 2 contains 96225 members 
Entering Unmasked Estep 
Score: -25510448.000000 Penalty: 6088.391113
	Iteration 97Q: 3 clusters Score -2.551045e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118035 members 
Mstep: Class 2 contains 96233 members 
Entering Unmasked Estep 
Score: -25510448.000000 Penalty: 6088.391113
	Iteration 98Q: 3 clusters Score -2.551045e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118027 members 
Mstep: Class 2 contains 96241 members 
Entering Unmasked Estep 
Score: -25510454.000000 Penalty: 6088.391113
	Iteration 99Q: 3 clusters Score -2.551045e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118020 members 
Mstep: Class 2 contains 96248 members 
Entering Unmasked Estep 
Score: -25510424.000000 Penalty: 6088.391113
	Iteration 100F: 3 clusters Score -2.551042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118014 members 
Mstep: Class 2 contains 96254 members 
Entering Unmasked Estep 
Score: -25510432.000000 Penalty: 6088.391113
	Iteration 101Q: 3 clusters Score -2.551043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118012 members 
Mstep: Class 2 contains 96256 members 
Entering Unmasked Estep 
Score: -25510422.000000 Penalty: 6088.391113
	Iteration 102Q: 3 clusters Score -2.551042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118014 members 
Mstep: Class 2 contains 96254 members 
Entering Unmasked Estep 
Score: -25510420.000000 Penalty: 6088.391113
	Iteration 103Q: 3 clusters Score -2.551042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118014 members 
Mstep: Class 2 contains 96254 members 
Entering Unmasked Estep 
Score: -25510424.000000 Penalty: 6088.391113
	Iteration 104Q: 3 clusters Score -2.551042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118016 members 
Mstep: Class 2 contains 96252 members 
Entering Unmasked Estep 
Score: -25510402.000000 Penalty: 6088.391113
	Iteration 105Q: 3 clusters Score -2.55104e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118015 members 
Mstep: Class 2 contains 96253 members 
Entering Unmasked Estep 
Score: -25510412.000000 Penalty: 6088.391113
	Iteration 106Q: 3 clusters Score -2.551041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118009 members 
Mstep: Class 2 contains 96259 members 
Entering Unmasked Estep 
Score: -25510430.000000 Penalty: 6088.391113
	Iteration 107Q: 3 clusters Score -2.551043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118005 members 
Mstep: Class 2 contains 96263 members 
Entering Unmasked Estep 
Score: -25510424.000000 Penalty: 6088.391113
	Iteration 108Q: 3 clusters Score -2.551042e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117999 members 
Mstep: Class 2 contains 96269 members 
Entering Unmasked Estep 
Score: -25510424.000000 Penalty: 6088.391113
	Iteration 109Q: 3 clusters Score -2.551042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117993 members 
Mstep: Class 2 contains 96275 members 
Entering Unmasked Estep 
Score: -25510400.000000 Penalty: 6088.391113
	Iteration 110Q: 3 clusters Score -2.55104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117991 members 
Mstep: Class 2 contains 96277 members 
Entering Unmasked Estep 
Score: -25510422.000000 Penalty: 6088.391113
	Iteration 111Q: 3 clusters Score -2.551042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117990 members 
Mstep: Class 2 contains 96278 members 
Entering Unmasked Estep 
Score: -25510412.000000 Penalty: 6088.391113
	Iteration 112Q: 3 clusters Score -2.551041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117991 members 
Mstep: Class 2 contains 96277 members 
Entering Unmasked Estep 
Score: -25510414.000000 Penalty: 6088.391113
	Iteration 113Q: 3 clusters Score -2.551041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117991 members 
Mstep: Class 2 contains 96277 members 
Entering Unmasked Estep 
Score: -25510408.000000 Penalty: 6088.391113
	Iteration 114Q: 3 clusters Score -2.551041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117989 members 
Mstep: Class 2 contains 96279 members 
Entering Unmasked Estep 
Score: -25510408.000000 Penalty: 6088.391113
	Iteration 115Q: 3 clusters Score -2.551041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117987 members 
Mstep: Class 2 contains 96281 members 
Entering Unmasked Estep 
Score: -25510400.000000 Penalty: 6088.391113
	Iteration 116Q: 3 clusters Score -2.55104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117984 members 
Mstep: Class 2 contains 96284 members 
Entering Unmasked Estep 
Score: -25510396.000000 Penalty: 6088.391113
	Iteration 117Q: 3 clusters Score -2.55104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117983 members 
Mstep: Class 2 contains 96285 members 
Entering Unmasked Estep 
Score: -25510398.000000 Penalty: 6088.391113
	Iteration 118Q: 3 clusters Score -2.55104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117980 members 
Mstep: Class 2 contains 96288 members 
Entering Unmasked Estep 
Score: -25510406.000000 Penalty: 6088.391113
	Iteration 119Q: 3 clusters Score -2.551041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117980 members 
Mstep: Class 2 contains 96288 members 
Entering Unmasked Estep 
Score: -25510410.000000 Penalty: 6088.391113
	Iteration 120F: 3 clusters Score -2.551041e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (155248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155248 members 
Entering Unmasked Estep 
Score: -18522580.000000 Penalty: 2964.289062
	Iteration 0F: 2 clusters Score -1.852258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77746 members 
Mstep: Class 2 contains 77502 members 
Entering Unmasked Estep 
Score: -18419720.000000 Penalty: 5928.578125
	Iteration 0F: 3 clusters Score -1.841972e+07 nChanged 74260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80144 members 
Mstep: Class 2 contains 75104 members 
Entering Unmasked Estep 
Score: -18462798.000000 Penalty: 5928.578125
	Iteration 1F: 3 clusters Score -1.84628e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81548 members 
Mstep: Class 2 contains 73700 members 
Entering Unmasked Estep 
Score: -18463754.000000 Penalty: 5928.578125
	Iteration 2Q: 3 clusters Score -1.846375e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83824 members 
Mstep: Class 2 contains 71424 members 
Entering Unmasked Estep 
Score: -18464904.000000 Penalty: 5928.578125
	Iteration 3Q: 3 clusters Score -1.84649e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87228 members 
Mstep: Class 2 contains 68020 members 
Entering Unmasked Estep 
Score: -18466684.000000 Penalty: 5928.578125
	Iteration 4Q: 3 clusters Score -1.846668e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92164 members 
Mstep: Class 2 contains 63084 members 
Entering Unmasked Estep 
Score: -18469118.000000 Penalty: 5928.578125
	Iteration 5Q: 3 clusters Score -1.846912e+07 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99246 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -18473220.000000 Penalty: 5928.578125
	Iteration 6F: 3 clusters Score -1.847322e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108868 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -18480018.000000 Penalty: 5928.578125
	Iteration 7F: 3 clusters Score -1.848002e+07 nChanged 12081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120707 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -18489550.000000 Penalty: 5928.578125
	Iteration 8F: 3 clusters Score -1.848955e+07 nChanged 12316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132963 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -18500432.000000 Penalty: 5928.578125
	Iteration 9F: 3 clusters Score -1.850043e+07 nChanged 9953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142900 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -18509668.000000 Penalty: 5928.578125
	Iteration 10F: 3 clusters Score -1.850967e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149240 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -18515254.000000 Penalty: 5928.578125
	Iteration 11Q: 3 clusters Score -1.851525e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152404 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -18517922.000000 Penalty: 5928.578125
	Iteration 12Q: 3 clusters Score -1.851792e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153818 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -18519012.000000 Penalty: 5928.578125
	Iteration 13Q: 3 clusters Score -1.851901e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154413 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -18519596.000000 Penalty: 5928.578125
	Iteration 14Q: 3 clusters Score -1.85196e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154642 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -18519800.000000 Penalty: 5928.578125
	Iteration 15Q: 3 clusters Score -1.85198e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154744 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -18519926.000000 Penalty: 5928.578125
	Iteration 16Q: 3 clusters Score -1.851993e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154808 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -18519942.000000 Penalty: 5928.578125
	Iteration 17Q: 3 clusters Score -1.851994e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154838 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -18519982.000000 Penalty: 5928.578125
	Iteration 18Q: 3 clusters Score -1.851998e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154847 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -18519986.000000 Penalty: 5928.578125
	Iteration 19Q: 3 clusters Score -1.851999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154856 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -18519980.000000 Penalty: 5928.578125
	Iteration 20F: 3 clusters Score -1.851998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154860 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -18519996.000000 Penalty: 5928.578125
	Iteration 21Q: 3 clusters Score -1.852e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154867 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -18520006.000000 Penalty: 5928.578125
	Iteration 22Q: 3 clusters Score -1.852001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154871 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -18520012.000000 Penalty: 5928.578125
	Iteration 23Q: 3 clusters Score -1.852001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154876 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -18520008.000000 Penalty: 5928.578125
	Iteration 24Q: 3 clusters Score -1.852001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154879 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -18520008.000000 Penalty: 5928.578125
	Iteration 25Q: 3 clusters Score -1.852001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154879 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -18520000.000000 Penalty: 5928.578125
	Iteration 26Q: 3 clusters Score -1.852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154881 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -18520006.000000 Penalty: 5928.578125
	Iteration 27Q: 3 clusters Score -1.852001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154882 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -18520014.000000 Penalty: 5928.578125
	Iteration 28Q: 3 clusters Score -1.852001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154883 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -18520020.000000 Penalty: 5928.578125
	Iteration 29Q: 3 clusters Score -1.852002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154884 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -18520012.000000 Penalty: 5928.578125
	Iteration 30Q: 3 clusters Score -1.852001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154886 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -18520014.000000 Penalty: 5928.578125
	Iteration 31Q: 3 clusters Score -1.852001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154888 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -18520034.000000 Penalty: 5928.578125
	Iteration 32Q: 3 clusters Score -1.852003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154891 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -18520024.000000 Penalty: 5928.578125
	Iteration 33Q: 3 clusters Score -1.852002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154893 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -18520032.000000 Penalty: 5928.578125
	Iteration 34Q: 3 clusters Score -1.852003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154896 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -18520034.000000 Penalty: 5928.578125
	Iteration 35Q: 3 clusters Score -1.852003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154897 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -18520038.000000 Penalty: 5928.578125
	Iteration 36Q: 3 clusters Score -1.852004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154897 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -18520038.000000 Penalty: 5928.578125
	Iteration 37F: 3 clusters Score -1.852004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 18635 members 
Mstep: Class 3 contains 4417 members 
Mstep: Class 4 contains 2356 members 
Mstep: Class 5 contains 3805 members 
Mstep: Class 6 contains 46372 members 
Mstep: Class 7 contains 6190 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 1729 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 6724 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 14664 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26111 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11497 members 
Mstep: Class 19 contains 45696 members 
Mstep: Class 20 contains 80902 members 
Mstep: Class 22 contains 214268 members 
Mstep: Class 23 contains 155248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047216.000000 Penalty: 73299.523438
Iteration 119Q: 23 clusters Score -8.004722e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 18627 members 
Mstep: Class 3 contains 4417 members 
Mstep: Class 4 contains 2355 members 
Mstep: Class 5 contains 3805 members 
Mstep: Class 6 contains 46380 members 
Mstep: Class 7 contains 6188 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 1730 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 6723 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 14664 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26114 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 45675 members 
Mstep: Class 20 contains 80935 members 
Mstep: Class 22 contains 214266 members 
Mstep: Class 23 contains 155242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047256.000000 Penalty: 73299.523438
Iteration 120F: 23 clusters Score -8.004726e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 18618 members 
Mstep: Class 3 contains 4417 members 
Mstep: Class 4 contains 2355 members 
Mstep: Class 5 contains 3805 members 
Mstep: Class 6 contains 46391 members 
Mstep: Class 7 contains 6186 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 1730 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 6714 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 14664 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26118 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11498 members 
Mstep: Class 19 contains 45669 members 
Mstep: Class 20 contains 80980 members 
Mstep: Class 22 contains 214240 members 
Mstep: Class 23 contains 155227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047152.000000 Penalty: 73299.523438
Iteration 121Q: 23 clusters Score -8.004715e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 18613 members 
Mstep: Class 3 contains 4417 members 
Mstep: Class 4 contains 2355 members 
Mstep: Class 5 contains 3805 members 
Mstep: Class 6 contains 46402 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 1730 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5813 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 14664 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26127 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11500 members 
Mstep: Class 19 contains 45663 members 
Mstep: Class 20 contains 81012 members 
Mstep: Class 22 contains 214233 members 
Mstep: Class 23 contains 155199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047240.000000 Penalty: 73299.523438
Iteration 122Q: 23 clusters Score -8.004724e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 18608 members 
Mstep: Class 3 contains 4417 members 
Mstep: Class 4 contains 2357 members 
Mstep: Class 5 contains 3805 members 
Mstep: Class 6 contains 46415 members 
Mstep: Class 7 contains 6186 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 1731 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 6700 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 14664 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26134 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11506 members 
Mstep: Class 19 contains 45648 members 
Mstep: Class 20 contains 81043 members 
Mstep: Class 22 contains 214235 members 
Mstep: Class 23 contains 155162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047304.000000 Penalty: 73299.523438
Iteration 123Q: 23 clusters Score -8.00473e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 18605 members 
Mstep: Class 3 contains 4417 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 3805 members 
Mstep: Class 6 contains 46425 members 
Mstep: Class 7 contains 6186 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 1731 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5811 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 14664 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26133 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11510 members 
Mstep: Class 19 contains 45627 members 
Mstep: Class 20 contains 81076 members 
Mstep: Class 22 contains 214234 members 
Mstep: Class 23 contains 155140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047432.000000 Penalty: 73299.523438
Iteration 124Q: 23 clusters Score -8.004743e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 18602 members 
Mstep: Class 3 contains 4417 members 
Mstep: Class 4 contains 2361 members 
Mstep: Class 5 contains 3806 members 
Mstep: Class 6 contains 46434 members 
Mstep: Class 7 contains 6183 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 1732 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5811 members 
Mstep: Class 12 contains 6692 members 
Mstep: Class 13 contains 1465 members 
Mstep: Class 14 contains 14664 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26146 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11512 members 
Mstep: Class 19 contains 45609 members 
Mstep: Class 20 contains 81107 members 
Mstep: Class 22 contains 214236 members 
Mstep: Class 23 contains 155106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047520.000000 Penalty: 73299.523438
Iteration 125Q: 23 clusters Score -8.004752e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 18600 members 
Mstep: Class 3 contains 4417 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 3807 members 
Mstep: Class 6 contains 46449 members 
Mstep: Class 7 contains 6182 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 1732 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5811 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 1465 members 
Mstep: Class 14 contains 14665 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26157 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11512 members 
Mstep: Class 19 contains 45592 members 
Mstep: Class 20 contains 81147 members 
Mstep: Class 22 contains 214223 members 
Mstep: Class 23 contains 155071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047520.000000 Penalty: 73299.523438
Iteration 126Q: 23 clusters Score -8.004752e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 18597 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2359 members 
Mstep: Class 5 contains 3809 members 
Mstep: Class 6 contains 46465 members 
Mstep: Class 7 contains 6182 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 1732 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5811 members 
Mstep: Class 12 contains 6683 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26161 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11507 members 
Mstep: Class 19 contains 45575 members 
Mstep: Class 20 contains 81188 members 
Mstep: Class 22 contains 214211 members 
Mstep: Class 23 contains 155045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047576.000000 Penalty: 73299.523438
Iteration 127Q: 23 clusters Score -8.004758e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 18595 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 3810 members 
Mstep: Class 6 contains 46475 members 
Mstep: Class 7 contains 6182 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 1733 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5811 members 
Mstep: Class 12 contains 6676 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26170 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11507 members 
Mstep: Class 19 contains 45563 members 
Mstep: Class 20 contains 81235 members 
Mstep: Class 22 contains 214180 members 
Mstep: Class 23 contains 155021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047584.000000 Penalty: 73299.523438
Iteration 128Q: 23 clusters Score -8.004758e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 18595 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 3812 members 
Mstep: Class 6 contains 46491 members 
Mstep: Class 7 contains 6182 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5811 members 
Mstep: Class 12 contains 6668 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26176 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11506 members 
Mstep: Class 19 contains 45549 members 
Mstep: Class 20 contains 81269 members 
Mstep: Class 22 contains 214169 members 
Mstep: Class 23 contains 154997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047648.000000 Penalty: 73299.523438
Iteration 129Q: 23 clusters Score -8.004765e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 18591 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2359 members 
Mstep: Class 5 contains 3812 members 
Mstep: Class 6 contains 46501 members 
Mstep: Class 7 contains 6179 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5811 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26182 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11507 members 
Mstep: Class 19 contains 45533 members 
Mstep: Class 20 contains 81312 members 
Mstep: Class 22 contains 214143 members 
Mstep: Class 23 contains 154987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047680.000000 Penalty: 73299.523438
Iteration 130Q: 23 clusters Score -8.004768e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 18591 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 3812 members 
Mstep: Class 6 contains 46505 members 
Mstep: Class 7 contains 6176 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5810 members 
Mstep: Class 12 contains 6663 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26186 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11505 members 
Mstep: Class 19 contains 45518 members 
Mstep: Class 20 contains 81351 members 
Mstep: Class 22 contains 214138 members 
Mstep: Class 23 contains 154963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047720.000000 Penalty: 73299.523438
Iteration 131Q: 23 clusters Score -8.004772e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 18590 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 3812 members 
Mstep: Class 6 contains 46513 members 
Mstep: Class 7 contains 6175 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5811 members 
Mstep: Class 12 contains 6662 members 
Mstep: Class 13 contains 1469 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26193 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11506 members 
Mstep: Class 19 contains 45500 members 
Mstep: Class 20 contains 81370 members 
Mstep: Class 22 contains 214122 members 
Mstep: Class 23 contains 154965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047752.000000 Penalty: 73299.523438
Iteration 132Q: 23 clusters Score -8.004775e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 18583 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 3812 members 
Mstep: Class 6 contains 46519 members 
Mstep: Class 7 contains 6173 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5811 members 
Mstep: Class 12 contains 6663 members 
Mstep: Class 13 contains 1469 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26198 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11508 members 
Mstep: Class 19 contains 45483 members 
Mstep: Class 20 contains 81398 members 
Mstep: Class 22 contains 214110 members 
Mstep: Class 23 contains 154963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047808.000000 Penalty: 73299.523438
Iteration 133Q: 23 clusters Score -8.004781e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 18580 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 3812 members 
Mstep: Class 6 contains 46526 members 
Mstep: Class 7 contains 6171 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5811 members 
Mstep: Class 12 contains 6659 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26205 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11516 members 
Mstep: Class 19 contains 45461 members 
Mstep: Class 20 contains 81407 members 
Mstep: Class 22 contains 214088 members 
Mstep: Class 23 contains 154982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047752.000000 Penalty: 73299.523438
Iteration 134Q: 23 clusters Score -8.004775e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 18575 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 3812 members 
Mstep: Class 6 contains 46531 members 
Mstep: Class 7 contains 6172 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5811 members 
Mstep: Class 12 contains 6653 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26206 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11515 members 
Mstep: Class 19 contains 45433 members 
Mstep: Class 20 contains 81422 members 
Mstep: Class 22 contains 214075 members 
Mstep: Class 23 contains 155011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047800.000000 Penalty: 73299.523438
Iteration 135Q: 23 clusters Score -8.00478e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 18570 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 3813 members 
Mstep: Class 6 contains 46536 members 
Mstep: Class 7 contains 6170 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5811 members 
Mstep: Class 12 contains 6646 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26207 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11515 members 
Mstep: Class 19 contains 45404 members 
Mstep: Class 20 contains 81429 members 
Mstep: Class 22 contains 214094 members 
Mstep: Class 23 contains 155019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047760.000000 Penalty: 73299.523438
Iteration 136Q: 23 clusters Score -8.004776e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 18568 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 3814 members 
Mstep: Class 6 contains 46542 members 
Mstep: Class 7 contains 6168 members 
Mstep: Class 8 contains 1166 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5811 members 
Mstep: Class 12 contains 6640 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26204 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11516 members 
Mstep: Class 19 contains 45380 members 
Mstep: Class 20 contains 81445 members 
Mstep: Class 22 contains 214074 members 
Mstep: Class 23 contains 155050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047776.000000 Penalty: 73299.523438
Iteration 137Q: 23 clusters Score -8.004778e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 18564 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 3816 members 
Mstep: Class 6 contains 46547 members 
Mstep: Class 7 contains 6168 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 1733 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 6635 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26197 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11522 members 
Mstep: Class 19 contains 45359 members 
Mstep: Class 20 contains 81451 members 
Mstep: Class 22 contains 214055 members 
Mstep: Class 23 contains 155085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047928.000000 Penalty: 73299.523438
Iteration 138Q: 23 clusters Score -8.004793e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 18560 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 3817 members 
Mstep: Class 6 contains 46554 members 
Mstep: Class 7 contains 6167 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 1733 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 6626 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26193 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11522 members 
Mstep: Class 19 contains 45338 members 
Mstep: Class 20 contains 81460 members 
Mstep: Class 22 contains 214057 members 
Mstep: Class 23 contains 155105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047952.000000 Penalty: 73299.523438
Iteration 139Q: 23 clusters Score -8.004795e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 18556 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 3819 members 
Mstep: Class 6 contains 46559 members 
Mstep: Class 7 contains 6168 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 5811 members 
Mstep: Class 12 contains 6616 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26193 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11526 members 
Mstep: Class 19 contains 45318 members 
Mstep: Class 20 contains 81461 members 
Mstep: Class 22 contains 214051 members 
Mstep: Class 23 contains 155129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047944.000000 Penalty: 73299.523438
Iteration 140F: 23 clusters Score -8.004794e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 18551 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 46555 members 
Mstep: Class 7 contains 6170 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 6611 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 14665 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26197 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11529 members 
Mstep: Class 19 contains 45295 members 
Mstep: Class 20 contains 81461 members 
Mstep: Class 22 contains 214062 members 
Mstep: Class 23 contains 155141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047984.000000 Penalty: 73299.523438
Iteration 141Q: 23 clusters Score -8.004798e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 18546 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46553 members 
Mstep: Class 7 contains 6167 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5815 members 
Mstep: Class 12 contains 6603 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14664 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26194 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11527 members 
Mstep: Class 19 contains 45266 members 
Mstep: Class 20 contains 81462 members 
Mstep: Class 22 contains 214078 members 
Mstep: Class 23 contains 155164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80047984.000000 Penalty: 73299.523438
Iteration 142Q: 23 clusters Score -8.004798e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 18539 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46558 members 
Mstep: Class 7 contains 6165 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 5817 members 
Mstep: Class 12 contains 6594 members 
Mstep: Class 13 contains 1477 members 
Mstep: Class 14 contains 14665 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26201 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 45245 members 
Mstep: Class 20 contains 81461 members 
Mstep: Class 22 contains 214092 members 
Mstep: Class 23 contains 155178 members 
Entering Unmasked Estep 
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Score: -80048080.000000 Penalty: 73299.523438
Iteration 143Q: 23 clusters Score -8.004808e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 18534 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2361 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46564 members 
Mstep: Class 7 contains 6165 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 5818 members 
Mstep: Class 12 contains 6589 members 
Mstep: Class 13 contains 1477 members 
Mstep: Class 14 contains 14664 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26206 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11523 members 
Mstep: Class 19 contains 45220 members 
Mstep: Class 20 contains 81456 members 
Mstep: Class 22 contains 214088 members 
Mstep: Class 23 contains 155213 members 
Entering Unmasked Estep 
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Iteration 144Q: 23 clusters Score -8.004814e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 18530 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2361 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46566 members 
Mstep: Class 7 contains 6164 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 5819 members 
Mstep: Class 12 contains 6577 members 
Mstep: Class 13 contains 1477 members 
Mstep: Class 14 contains 14663 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26208 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11527 members 
Mstep: Class 19 contains 45198 members 
Mstep: Class 20 contains 81448 members 
Mstep: Class 22 contains 214082 members 
Mstep: Class 23 contains 155253 members 
Entering Unmasked Estep 
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Iteration 145Q: 23 clusters Score -8.004818e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 18527 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2362 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46572 members 
Mstep: Class 7 contains 6164 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 5819 members 
Mstep: Class 12 contains 6572 members 
Mstep: Class 13 contains 1477 members 
Mstep: Class 14 contains 14663 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26201 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11527 members 
Mstep: Class 19 contains 45174 members 
Mstep: Class 20 contains 81441 members 
Mstep: Class 22 contains 214079 members 
Mstep: Class 23 contains 155292 members 
Entering Unmasked Estep 
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Iteration 146Q: 23 clusters Score -8.004825e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 18525 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46589 members 
Mstep: Class 7 contains 6163 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5819 members 
Mstep: Class 12 contains 6564 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14662 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26201 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11527 members 
Mstep: Class 19 contains 45157 members 
Mstep: Class 20 contains 81434 members 
Mstep: Class 22 contains 214075 members 
Mstep: Class 23 contains 155313 members 
Entering Unmasked Estep 
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Iteration 147Q: 23 clusters Score -8.004831e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 18517 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2354 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46602 members 
Mstep: Class 7 contains 6164 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5819 members 
Mstep: Class 12 contains 6562 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14662 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26198 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11527 members 
Mstep: Class 19 contains 45135 members 
Mstep: Class 20 contains 81429 members 
Mstep: Class 22 contains 214066 members 
Mstep: Class 23 contains 155350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048336.000000 Penalty: 73299.523438
Iteration 148Q: 23 clusters Score -8.004834e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 18514 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46618 members 
Mstep: Class 7 contains 6164 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 1737 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5819 members 
Mstep: Class 12 contains 6560 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14662 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26197 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11525 members 
Mstep: Class 19 contains 45120 members 
Mstep: Class 20 contains 81422 members 
Mstep: Class 22 contains 214056 members 
Mstep: Class 23 contains 155370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048416.000000 Penalty: 73299.523438
Iteration 149Q: 23 clusters Score -8.004842e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 18510 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46630 members 
Mstep: Class 7 contains 6164 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 1737 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5819 members 
Mstep: Class 12 contains 6557 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14663 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26196 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11525 members 
Mstep: Class 19 contains 45106 members 
Mstep: Class 20 contains 81411 members 
Mstep: Class 22 contains 214044 members 
Mstep: Class 23 contains 155396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048368.000000 Penalty: 73299.523438
Iteration 150Q: 23 clusters Score -8.004837e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 18506 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2354 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46634 members 
Mstep: Class 7 contains 6163 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 9 contains 1737 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5819 members 
Mstep: Class 12 contains 6554 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14663 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26196 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11525 members 
Mstep: Class 19 contains 45091 members 
Mstep: Class 20 contains 81404 members 
Mstep: Class 22 contains 214041 members 
Mstep: Class 23 contains 155422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048376.000000 Penalty: 73299.523438
Iteration 151Q: 23 clusters Score -8.004838e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 18502 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46640 members 
Mstep: Class 7 contains 6164 members 
Mstep: Class 8 contains 1166 members 
Mstep: Class 9 contains 1737 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5819 members 
Mstep: Class 12 contains 6552 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14664 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26193 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11526 members 
Mstep: Class 19 contains 45075 members 
Mstep: Class 20 contains 81402 members 
Mstep: Class 22 contains 214046 members 
Mstep: Class 23 contains 155437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048416.000000 Penalty: 73299.523438
Iteration 152Q: 23 clusters Score -8.004842e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 18498 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46645 members 
Mstep: Class 7 contains 6165 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5819 members 
Mstep: Class 12 contains 6550 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14664 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26198 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11527 members 
Mstep: Class 19 contains 45067 members 
Mstep: Class 20 contains 81397 members 
Mstep: Class 22 contains 214033 members 
Mstep: Class 23 contains 155457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048520.000000 Penalty: 73299.523438
Iteration 153Q: 23 clusters Score -8.004852e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 18498 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46652 members 
Mstep: Class 7 contains 6165 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5819 members 
Mstep: Class 12 contains 6546 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14664 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26196 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11528 members 
Mstep: Class 19 contains 45052 members 
Mstep: Class 20 contains 81394 members 
Mstep: Class 22 contains 214024 members 
Mstep: Class 23 contains 155482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048544.000000 Penalty: 73299.523438
Iteration 154Q: 23 clusters Score -8.004854e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 18500 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46655 members 
Mstep: Class 7 contains 6163 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5819 members 
Mstep: Class 12 contains 6540 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14664 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26197 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11529 members 
Mstep: Class 19 contains 45040 members 
Mstep: Class 20 contains 81390 members 
Mstep: Class 22 contains 214023 members 
Mstep: Class 23 contains 155501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048520.000000 Penalty: 73299.523438
Iteration 155Q: 23 clusters Score -8.004852e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 18499 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46661 members 
Mstep: Class 7 contains 6161 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5819 members 
Mstep: Class 12 contains 6535 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14664 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26197 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11529 members 
Mstep: Class 19 contains 45027 members 
Mstep: Class 20 contains 81385 members 
Mstep: Class 22 contains 214026 members 
Mstep: Class 23 contains 155517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048432.000000 Penalty: 73299.523438
Iteration 156Q: 23 clusters Score -8.004843e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 18494 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46670 members 
Mstep: Class 7 contains 6160 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5820 members 
Mstep: Class 12 contains 6529 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14665 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 26193 members 
Mstep: Class 17 contains 1964 members 
Mstep: Class 18 contains 11526 members 
Mstep: Class 19 contains 45007 members 
Mstep: Class 20 contains 81383 members 
Mstep: Class 22 contains 214045 members 
Mstep: Class 23 contains 155533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048392.000000 Penalty: 73299.523438
Iteration 157Q: 23 clusters Score -8.004839e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 18492 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46673 members 
Mstep: Class 7 contains 6159 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5822 members 
Mstep: Class 12 contains 6523 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14665 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26195 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 11525 members 
Mstep: Class 19 contains 44993 members 
Mstep: Class 20 contains 81383 members 
Mstep: Class 22 contains 214044 members 
Mstep: Class 23 contains 155552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048440.000000 Penalty: 73299.523438
Iteration 158Q: 23 clusters Score -8.004844e+07 nChanged 122
Entering ConstructFrom: 
Score: -80048440.000000 Penalty: 73299.523438
Entering ConstructFrom: 
Trying to split cluster 1 (31078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Entering Unmasked Estep 
Score: -3751684.500000 Penalty: 2565.375244
	Iteration 0F: 2 clusters Score -3751684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -3730378.000000 Penalty: 5130.750488
	Iteration 0F: 3 clusters Score -3730378 nChanged 14125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -3738250.000000 Penalty: 5130.750488
	Iteration 1F: 3 clusters Score -3738250 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -3738935.750000 Penalty: 5130.750488
	Iteration 2F: 3 clusters Score -3738936 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -3739647.750000 Penalty: 5130.750488
	Iteration 3Q: 3 clusters Score -3739648 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -3740303.750000 Penalty: 5130.750488
	Iteration 4Q: 3 clusters Score -3740304 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -3740930.250000 Penalty: 5130.750488
	Iteration 5Q: 3 clusters Score -3740930 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -3741659.000000 Penalty: 5130.750488
	Iteration 6Q: 3 clusters Score -3741659 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -3742646.500000 Penalty: 5130.750488
	Iteration 7F: 3 clusters Score -3742646 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -3743966.500000 Penalty: 5130.750488
	Iteration 8F: 3 clusters Score -3743966 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -3745432.250000 Penalty: 5130.750488
	Iteration 9F: 3 clusters Score -3745432 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -3746722.000000 Penalty: 5130.750488
	Iteration 10F: 3 clusters Score -3746722 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -3747756.750000 Penalty: 5130.750488
	Iteration 11Q: 3 clusters Score -3747757 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -3748440.750000 Penalty: 5130.750488
	Iteration 12Q: 3 clusters Score -3748441 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -3748837.750000 Penalty: 5130.750488
	Iteration 13Q: 3 clusters Score -3748838 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -3749064.500000 Penalty: 5130.750488
	Iteration 14Q: 3 clusters Score -3749064 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -3749212.250000 Penalty: 5130.750488
	Iteration 15Q: 3 clusters Score -3749212 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -3749301.500000 Penalty: 5130.750488
	Iteration 16Q: 3 clusters Score -3749302 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -3749355.750000 Penalty: 5130.750488
	Iteration 17Q: 3 clusters Score -3749356 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -3749407.000000 Penalty: 5130.750488
	Iteration 18Q: 3 clusters Score -3749407 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -3749440.750000 Penalty: 5130.750488
	Iteration 19Q: 3 clusters Score -3749441 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -3749468.250000 Penalty: 5130.750488
	Iteration 20F: 3 clusters Score -3749468 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -3749490.500000 Penalty: 5130.750488
	Iteration 21Q: 3 clusters Score -3749490 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -3749495.000000 Penalty: 5130.750488
	Iteration 22Q: 3 clusters Score -3749495 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -3749518.000000 Penalty: 5130.750488
	Iteration 23Q: 3 clusters Score -3749518 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -3749516.250000 Penalty: 5130.750488
	Iteration 24Q: 3 clusters Score -3749516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -3749530.000000 Penalty: 5130.750488
	Iteration 25Q: 3 clusters Score -3749530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -3749538.250000 Penalty: 5130.750488
	Iteration 26Q: 3 clusters Score -3749538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -3749549.000000 Penalty: 5130.750488
	Iteration 27Q: 3 clusters Score -3749549 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -3749557.250000 Penalty: 5130.750488
	Iteration 28Q: 3 clusters Score -3749557 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -3749571.000000 Penalty: 5130.750488
	Iteration 29Q: 3 clusters Score -3749571 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -3749568.500000 Penalty: 5130.750488
	Iteration 30Q: 3 clusters Score -3749568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -3749577.250000 Penalty: 5130.750488
	Iteration 31Q: 3 clusters Score -3749577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -3749583.750000 Penalty: 5130.750488
	Iteration 32Q: 3 clusters Score -3749584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -3749591.750000 Penalty: 5130.750488
	Iteration 33Q: 3 clusters Score -3749592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -3749593.500000 Penalty: 5130.750488
	Iteration 34Q: 3 clusters Score -3749594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -3749593.500000 Penalty: 5130.750488
	Iteration 35Q: 3 clusters Score -3749594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -3749591.000000 Penalty: 5130.750488
	Iteration 36Q: 3 clusters Score -3749591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -3749589.000000 Penalty: 5130.750488
	Iteration 37Q: 3 clusters Score -3749589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -3749589.000000 Penalty: 5130.750488
	Iteration 38F: 3 clusters Score -3749589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Entering Unmasked Estep 
Score: -2239885.500000 Penalty: 2436.542725
	Iteration 0F: 2 clusters Score -2239886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2226803.500000 Penalty: 4873.085449
	Iteration 0F: 3 clusters Score -2226804 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2231115.750000 Penalty: 4873.085449
	Iteration 1F: 3 clusters Score -2231116 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2231573.750000 Penalty: 4873.085449
	Iteration 2F: 3 clusters Score -2231574 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2231984.750000 Penalty: 4873.085449
	Iteration 3F: 3 clusters Score -2231985 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2232388.250000 Penalty: 4873.085449
	Iteration 4Q: 3 clusters Score -2232388 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2232856.000000 Penalty: 4873.085449
	Iteration 5Q: 3 clusters Score -2232856 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2233422.000000 Penalty: 4873.085449
	Iteration 6F: 3 clusters Score -2233422 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2234113.000000 Penalty: 4873.085449
	Iteration 7F: 3 clusters Score -2234113 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2234997.750000 Penalty: 4873.085449
	Iteration 8F: 3 clusters Score -2234998 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2235885.250000 Penalty: 4873.085449
	Iteration 9F: 3 clusters Score -2235885 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2236539.750000 Penalty: 4873.085449
	Iteration 10Q: 3 clusters Score -2236540 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2236922.750000 Penalty: 4873.085449
	Iteration 11Q: 3 clusters Score -2236923 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2237077.250000 Penalty: 4873.085449
	Iteration 12Q: 3 clusters Score -2237077 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2237190.250000 Penalty: 4873.085449
	Iteration 13Q: 3 clusters Score -2237190 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -2237252.500000 Penalty: 4873.085449
	Iteration 14Q: 3 clusters Score -2237252 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2237303.500000 Penalty: 4873.085449
	Iteration 15Q: 3 clusters Score -2237304 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2237333.750000 Penalty: 4873.085449
	Iteration 16Q: 3 clusters Score -2237334 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2237350.250000 Penalty: 4873.085449
	Iteration 17Q: 3 clusters Score -2237350 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2237374.500000 Penalty: 4873.085449
	Iteration 18Q: 3 clusters Score -2237374 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2237395.500000 Penalty: 4873.085449
	Iteration 19Q: 3 clusters Score -2237396 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2237417.000000 Penalty: 4873.085449
	Iteration 20F: 3 clusters Score -2237417 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2237435.250000 Penalty: 4873.085449
	Iteration 21Q: 3 clusters Score -2237435 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2237445.750000 Penalty: 4873.085449
	Iteration 22Q: 3 clusters Score -2237446 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2237457.750000 Penalty: 4873.085449
	Iteration 23Q: 3 clusters Score -2237458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2237469.250000 Penalty: 4873.085449
	Iteration 24Q: 3 clusters Score -2237469 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2237467.500000 Penalty: 4873.085449
	Iteration 25Q: 3 clusters Score -2237468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2237481.250000 Penalty: 4873.085449
	Iteration 26Q: 3 clusters Score -2237481 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2237494.500000 Penalty: 4873.085449
	Iteration 27Q: 3 clusters Score -2237494 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2237505.500000 Penalty: 4873.085449
	Iteration 28Q: 3 clusters Score -2237506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2237511.000000 Penalty: 4873.085449
	Iteration 29Q: 3 clusters Score -2237511 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2237520.000000 Penalty: 4873.085449
	Iteration 30Q: 3 clusters Score -2237520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2237524.250000 Penalty: 4873.085449
	Iteration 31Q: 3 clusters Score -2237524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2237530.750000 Penalty: 4873.085449
	Iteration 32Q: 3 clusters Score -2237531 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2237536.500000 Penalty: 4873.085449
	Iteration 33Q: 3 clusters Score -2237536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2237545.500000 Penalty: 4873.085449
	Iteration 34Q: 3 clusters Score -2237546 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2237555.500000 Penalty: 4873.085449
	Iteration 35Q: 3 clusters Score -2237556 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2237554.500000 Penalty: 4873.085449
	Iteration 36Q: 3 clusters Score -2237554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2237567.250000 Penalty: 4873.085449
	Iteration 37Q: 3 clusters Score -2237567 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2237571.000000 Penalty: 4873.085449
	Iteration 38Q: 3 clusters Score -2237571 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2237580.500000 Penalty: 4873.085449
	Iteration 39Q: 3 clusters Score -2237580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2237582.000000 Penalty: 4873.085449
	Iteration 40F: 3 clusters Score -2237582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2237586.250000 Penalty: 4873.085449
	Iteration 41Q: 3 clusters Score -2237586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2237595.500000 Penalty: 4873.085449
	Iteration 42Q: 3 clusters Score -2237596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2237597.000000 Penalty: 4873.085449
	Iteration 43Q: 3 clusters Score -2237597 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2237601.250000 Penalty: 4873.085449
	Iteration 44Q: 3 clusters Score -2237601 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2237609.000000 Penalty: 4873.085449
	Iteration 45Q: 3 clusters Score -2237609 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2237610.750000 Penalty: 4873.085449
	Iteration 46Q: 3 clusters Score -2237611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2237620.750000 Penalty: 4873.085449
	Iteration 47Q: 3 clusters Score -2237621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2237626.500000 Penalty: 4873.085449
	Iteration 48Q: 3 clusters Score -2237626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2237640.000000 Penalty: 4873.085449
	Iteration 49Q: 3 clusters Score -2237640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2237651.250000 Penalty: 4873.085449
	Iteration 50Q: 3 clusters Score -2237651 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2237659.000000 Penalty: 4873.085449
	Iteration 51Q: 3 clusters Score -2237659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2237670.000000 Penalty: 4873.085449
	Iteration 52Q: 3 clusters Score -2237670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2237672.000000 Penalty: 4873.085449
	Iteration 53Q: 3 clusters Score -2237672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2237674.750000 Penalty: 4873.085449
	Iteration 54Q: 3 clusters Score -2237675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2237673.000000 Penalty: 4873.085449
	Iteration 55Q: 3 clusters Score -2237673 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2237677.750000 Penalty: 4873.085449
	Iteration 56Q: 3 clusters Score -2237678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2237688.250000 Penalty: 4873.085449
	Iteration 57Q: 3 clusters Score -2237688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2237700.250000 Penalty: 4873.085449
	Iteration 58Q: 3 clusters Score -2237700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2237698.750000 Penalty: 4873.085449
	Iteration 59Q: 3 clusters Score -2237699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2237708.000000 Penalty: 4873.085449
	Iteration 60F: 3 clusters Score -2237708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2237707.000000 Penalty: 4873.085449
	Iteration 61Q: 3 clusters Score -2237707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2237709.000000 Penalty: 4873.085449
	Iteration 62Q: 3 clusters Score -2237709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2237706.500000 Penalty: 4873.085449
	Iteration 63Q: 3 clusters Score -2237706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2237708.000000 Penalty: 4873.085449
	Iteration 64Q: 3 clusters Score -2237708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2237709.500000 Penalty: 4873.085449
	Iteration 65Q: 3 clusters Score -2237710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2237713.250000 Penalty: 4873.085449
	Iteration 66Q: 3 clusters Score -2237713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2237718.000000 Penalty: 4873.085449
	Iteration 67Q: 3 clusters Score -2237718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2237722.750000 Penalty: 4873.085449
	Iteration 68Q: 3 clusters Score -2237723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2237724.000000 Penalty: 4873.085449
	Iteration 69Q: 3 clusters Score -2237724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2237725.500000 Penalty: 4873.085449
	Iteration 70Q: 3 clusters Score -2237726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2237726.500000 Penalty: 4873.085449
	Iteration 71Q: 3 clusters Score -2237726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2237725.500000 Penalty: 4873.085449
	Iteration 72Q: 3 clusters Score -2237726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2237727.000000 Penalty: 4873.085449
	Iteration 73Q: 3 clusters Score -2237727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2237729.000000 Penalty: 4873.085449
	Iteration 74Q: 3 clusters Score -2237729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2237729.750000 Penalty: 4873.085449
	Iteration 75Q: 3 clusters Score -2237730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2237729.500000 Penalty: 4873.085449
	Iteration 76Q: 3 clusters Score -2237730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2237732.250000 Penalty: 4873.085449
	Iteration 77Q: 3 clusters Score -2237732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2237733.500000 Penalty: 4873.085449
	Iteration 78Q: 3 clusters Score -2237734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2237735.750000 Penalty: 4873.085449
	Iteration 79Q: 3 clusters Score -2237736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2237733.750000 Penalty: 4873.085449
	Iteration 80F: 3 clusters Score -2237734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2237734.750000 Penalty: 4873.085449
	Iteration 81Q: 3 clusters Score -2237735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2237737.750000 Penalty: 4873.085449
	Iteration 82Q: 3 clusters Score -2237738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2237741.500000 Penalty: 4873.085449
	Iteration 83Q: 3 clusters Score -2237742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2237742.500000 Penalty: 4873.085449
	Iteration 84Q: 3 clusters Score -2237742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2237743.000000 Penalty: 4873.085449
	Iteration 85Q: 3 clusters Score -2237743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2237742.750000 Penalty: 4873.085449
	Iteration 86Q: 3 clusters Score -2237743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2237744.500000 Penalty: 4873.085449
	Iteration 87Q: 3 clusters Score -2237744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2237743.750000 Penalty: 4873.085449
	Iteration 88Q: 3 clusters Score -2237744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2237747.750000 Penalty: 4873.085449
	Iteration 89Q: 3 clusters Score -2237748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2237748.000000 Penalty: 4873.085449
	Iteration 90Q: 3 clusters Score -2237748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2237746.000000 Penalty: 4873.085449
	Iteration 91Q: 3 clusters Score -2237746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2237749.250000 Penalty: 4873.085449
	Iteration 92Q: 3 clusters Score -2237749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2237747.750000 Penalty: 4873.085449
	Iteration 93Q: 3 clusters Score -2237748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2237754.000000 Penalty: 4873.085449
	Iteration 94Q: 3 clusters Score -2237754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2237753.750000 Penalty: 4873.085449
	Iteration 95Q: 3 clusters Score -2237754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2237760.500000 Penalty: 4873.085449
	Iteration 96Q: 3 clusters Score -2237760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2237762.250000 Penalty: 4873.085449
	Iteration 97Q: 3 clusters Score -2237762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2237760.750000 Penalty: 4873.085449
	Iteration 98Q: 3 clusters Score -2237761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2237761.250000 Penalty: 4873.085449
	Iteration 99Q: 3 clusters Score -2237761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2237760.500000 Penalty: 4873.085449
	Iteration 100F: 3 clusters Score -2237760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -531782.875000 Penalty: 2081.629883
	Iteration 0F: 2 clusters Score -531782.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -527636.062500 Penalty: 4163.259766
	Iteration 0F: 3 clusters Score -527636.1 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -528579.375000 Penalty: 4163.259766
	Iteration 1F: 3 clusters Score -528579.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -528750.937500 Penalty: 4163.259766
	Iteration 2F: 3 clusters Score -528750.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -528827.750000 Penalty: 4163.259766
	Iteration 3Q: 3 clusters Score -528827.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -528877.937500 Penalty: 4163.259766
	Iteration 4Q: 3 clusters Score -528877.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -528915.125000 Penalty: 4163.259766
	Iteration 5Q: 3 clusters Score -528915.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -528947.875000 Penalty: 4163.259766
	Iteration 6Q: 3 clusters Score -528947.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -528974.625000 Penalty: 4163.259766
	Iteration 7Q: 3 clusters Score -528974.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -528998.187500 Penalty: 4163.259766
	Iteration 8Q: 3 clusters Score -528998.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -529024.750000 Penalty: 4163.259766
	Iteration 9Q: 3 clusters Score -529024.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -529048.625000 Penalty: 4163.259766
	Iteration 10Q: 3 clusters Score -529048.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -529068.750000 Penalty: 4163.259766
	Iteration 11Q: 3 clusters Score -529068.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -529081.625000 Penalty: 4163.259766
	Iteration 12Q: 3 clusters Score -529081.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -529091.625000 Penalty: 4163.259766
	Iteration 13Q: 3 clusters Score -529091.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -529098.562500 Penalty: 4163.259766
	Iteration 14Q: 3 clusters Score -529098.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -529106.500000 Penalty: 4163.259766
	Iteration 15Q: 3 clusters Score -529106.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -529121.062500 Penalty: 4163.259766
	Iteration 16Q: 3 clusters Score -529121.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -529133.812500 Penalty: 4163.259766
	Iteration 17Q: 3 clusters Score -529133.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -529151.000000 Penalty: 4163.259766
	Iteration 18Q: 3 clusters Score -529151 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -529167.375000 Penalty: 4163.259766
	Iteration 19Q: 3 clusters Score -529167.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -529189.937500 Penalty: 4163.259766
	Iteration 20F: 3 clusters Score -529189.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -529215.250000 Penalty: 4163.259766
	Iteration 21Q: 3 clusters Score -529215.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -529240.000000 Penalty: 4163.259766
	Iteration 22Q: 3 clusters Score -529240 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -529270.625000 Penalty: 4163.259766
	Iteration 23Q: 3 clusters Score -529270.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -529308.750000 Penalty: 4163.259766
	Iteration 24Q: 3 clusters Score -529308.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -529346.812500 Penalty: 4163.259766
	Iteration 25Q: 3 clusters Score -529346.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -529378.500000 Penalty: 4163.259766
	Iteration 26Q: 3 clusters Score -529378.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -529409.375000 Penalty: 4163.259766
	Iteration 27Q: 3 clusters Score -529409.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -529437.812500 Penalty: 4163.259766
	Iteration 28Q: 3 clusters Score -529437.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -529472.687500 Penalty: 4163.259766
	Iteration 29Q: 3 clusters Score -529472.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -529505.812500 Penalty: 4163.259766
	Iteration 30Q: 3 clusters Score -529505.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -529534.375000 Penalty: 4163.259766
	Iteration 31Q: 3 clusters Score -529534.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -529571.937500 Penalty: 4163.259766
	Iteration 32Q: 3 clusters Score -529571.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -529604.812500 Penalty: 4163.259766
	Iteration 33Q: 3 clusters Score -529604.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -529641.125000 Penalty: 4163.259766
	Iteration 34Q: 3 clusters Score -529641.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -529683.437500 Penalty: 4163.259766
	Iteration 35Q: 3 clusters Score -529683.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -529717.750000 Penalty: 4163.259766
	Iteration 36Q: 3 clusters Score -529717.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -529748.500000 Penalty: 4163.259766
	Iteration 37Q: 3 clusters Score -529748.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -529769.000000 Penalty: 4163.259766
	Iteration 38Q: 3 clusters Score -529769 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -529789.062500 Penalty: 4163.259766
	Iteration 39Q: 3 clusters Score -529789.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -529802.000000 Penalty: 4163.259766
	Iteration 40F: 3 clusters Score -529802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -529818.375000 Penalty: 4163.259766
	Iteration 41Q: 3 clusters Score -529818.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -529833.875000 Penalty: 4163.259766
	Iteration 42Q: 3 clusters Score -529833.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -529847.125000 Penalty: 4163.259766
	Iteration 43Q: 3 clusters Score -529847.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -529860.625000 Penalty: 4163.259766
	Iteration 44Q: 3 clusters Score -529860.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -529869.812500 Penalty: 4163.259766
	Iteration 45Q: 3 clusters Score -529869.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -529879.375000 Penalty: 4163.259766
	Iteration 46Q: 3 clusters Score -529879.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -529891.875000 Penalty: 4163.259766
	Iteration 47Q: 3 clusters Score -529891.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -529900.937500 Penalty: 4163.259766
	Iteration 48Q: 3 clusters Score -529900.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -529904.875000 Penalty: 4163.259766
	Iteration 49Q: 3 clusters Score -529904.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -529908.250000 Penalty: 4163.259766
	Iteration 50Q: 3 clusters Score -529908.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -529910.000000 Penalty: 4163.259766
	Iteration 51Q: 3 clusters Score -529910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -529911.937500 Penalty: 4163.259766
	Iteration 52Q: 3 clusters Score -529911.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -529914.562500 Penalty: 4163.259766
	Iteration 53Q: 3 clusters Score -529914.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -529919.187500 Penalty: 4163.259766
	Iteration 54Q: 3 clusters Score -529919.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -529922.500000 Penalty: 4163.259766
	Iteration 55Q: 3 clusters Score -529922.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -529926.875000 Penalty: 4163.259766
	Iteration 56Q: 3 clusters Score -529926.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -529932.312500 Penalty: 4163.259766
	Iteration 57Q: 3 clusters Score -529932.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -529939.625000 Penalty: 4163.259766
	Iteration 58Q: 3 clusters Score -529939.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -529945.562500 Penalty: 4163.259766
	Iteration 59Q: 3 clusters Score -529945.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -529949.062500 Penalty: 4163.259766
	Iteration 60F: 3 clusters Score -529949.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -529953.437500 Penalty: 4163.259766
	Iteration 61Q: 3 clusters Score -529953.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -529956.625000 Penalty: 4163.259766
	Iteration 62Q: 3 clusters Score -529956.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -529958.937500 Penalty: 4163.259766
	Iteration 63Q: 3 clusters Score -529958.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -529961.000000 Penalty: 4163.259766
	Iteration 64Q: 3 clusters Score -529961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -529962.750000 Penalty: 4163.259766
	Iteration 65Q: 3 clusters Score -529962.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -529964.000000 Penalty: 4163.259766
	Iteration 66Q: 3 clusters Score -529964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -529964.187500 Penalty: 4163.259766
	Iteration 67Q: 3 clusters Score -529964.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -529964.875000 Penalty: 4163.259766
	Iteration 68Q: 3 clusters Score -529964.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -529966.250000 Penalty: 4163.259766
	Iteration 69Q: 3 clusters Score -529966.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -529966.562500 Penalty: 4163.259766
	Iteration 70Q: 3 clusters Score -529966.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -529968.812500 Penalty: 4163.259766
	Iteration 71Q: 3 clusters Score -529968.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -529969.187500 Penalty: 4163.259766
	Iteration 72Q: 3 clusters Score -529969.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -529968.312500 Penalty: 4163.259766
	Iteration 73Q: 3 clusters Score -529968.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -529970.875000 Penalty: 4163.259766
	Iteration 74Q: 3 clusters Score -529970.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -529971.437500 Penalty: 4163.259766
	Iteration 75Q: 3 clusters Score -529971.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -529972.000000 Penalty: 4163.259766
	Iteration 76Q: 3 clusters Score -529972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -529972.250000 Penalty: 4163.259766
	Iteration 77Q: 3 clusters Score -529972.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -529972.250000 Penalty: 4163.259766
	Iteration 78F: 3 clusters Score -529972.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Entering Unmasked Estep 
Score: -281622.187500 Penalty: 1925.123779
	Iteration 0F: 2 clusters Score -281622.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -278761.281250 Penalty: 3850.247559
	Iteration 0F: 3 clusters Score -278761.3 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -279279.437500 Penalty: 3850.247559
	Iteration 1F: 3 clusters Score -279279.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -279413.656250 Penalty: 3850.247559
	Iteration 2F: 3 clusters Score -279413.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -279494.781250 Penalty: 3850.247559
	Iteration 3Q: 3 clusters Score -279494.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -279541.750000 Penalty: 3850.247559
	Iteration 4Q: 3 clusters Score -279541.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -279566.718750 Penalty: 3850.247559
	Iteration 5Q: 3 clusters Score -279566.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -279578.000000 Penalty: 3850.247559
	Iteration 6Q: 3 clusters Score -279578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -279584.468750 Penalty: 3850.247559
	Iteration 7Q: 3 clusters Score -279584.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -279590.281250 Penalty: 3850.247559
	Iteration 8Q: 3 clusters Score -279590.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -279596.406250 Penalty: 3850.247559
	Iteration 9Q: 3 clusters Score -279596.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -279601.187500 Penalty: 3850.247559
	Iteration 10Q: 3 clusters Score -279601.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -279602.750000 Penalty: 3850.247559
	Iteration 11Q: 3 clusters Score -279602.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -279604.000000 Penalty: 3850.247559
	Iteration 12Q: 3 clusters Score -279604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -279604.843750 Penalty: 3850.247559
	Iteration 13Q: 3 clusters Score -279604.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -279605.000000 Penalty: 3850.247559
	Iteration 14Q: 3 clusters Score -279605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -279606.031250 Penalty: 3850.247559
	Iteration 15Q: 3 clusters Score -279606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -279607.125000 Penalty: 3850.247559
	Iteration 16Q: 3 clusters Score -279607.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -279608.718750 Penalty: 3850.247559
	Iteration 17Q: 3 clusters Score -279608.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -279609.468750 Penalty: 3850.247559
	Iteration 18Q: 3 clusters Score -279609.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -279610.250000 Penalty: 3850.247559
	Iteration 19Q: 3 clusters Score -279610.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -279610.968750 Penalty: 3850.247559
	Iteration 20F: 3 clusters Score -279611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Entering Unmasked Estep 
Score: -437718.156250 Penalty: 2045.700073
	Iteration 0F: 2 clusters Score -437718.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -433921.468750 Penalty: 4091.400146
	Iteration 0F: 3 clusters Score -433921.5 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -434821.406250 Penalty: 4091.400146
	Iteration 1F: 3 clusters Score -434821.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -435046.656250 Penalty: 4091.400146
	Iteration 2F: 3 clusters Score -435046.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -435227.250000 Penalty: 4091.400146
	Iteration 3F: 3 clusters Score -435227.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -435349.812500 Penalty: 4091.400146
	Iteration 4Q: 3 clusters Score -435349.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -435422.250000 Penalty: 4091.400146
	Iteration 5Q: 3 clusters Score -435422.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -435479.468750 Penalty: 4091.400146
	Iteration 6Q: 3 clusters Score -435479.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -435527.281250 Penalty: 4091.400146
	Iteration 7Q: 3 clusters Score -435527.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -435568.187500 Penalty: 4091.400146
	Iteration 8Q: 3 clusters Score -435568.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -435612.625000 Penalty: 4091.400146
	Iteration 9Q: 3 clusters Score -435612.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -435651.781250 Penalty: 4091.400146
	Iteration 10Q: 3 clusters Score -435651.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -435677.968750 Penalty: 4091.400146
	Iteration 11Q: 3 clusters Score -435678 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -435708.281250 Penalty: 4091.400146
	Iteration 12Q: 3 clusters Score -435708.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -435736.531250 Penalty: 4091.400146
	Iteration 13Q: 3 clusters Score -435736.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -435753.906250 Penalty: 4091.400146
	Iteration 14Q: 3 clusters Score -435753.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -435770.906250 Penalty: 4091.400146
	Iteration 15Q: 3 clusters Score -435770.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -435781.468750 Penalty: 4091.400146
	Iteration 16Q: 3 clusters Score -435781.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -435793.437500 Penalty: 4091.400146
	Iteration 17Q: 3 clusters Score -435793.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -435803.250000 Penalty: 4091.400146
	Iteration 18Q: 3 clusters Score -435803.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -435808.843750 Penalty: 4091.400146
	Iteration 19Q: 3 clusters Score -435808.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -435816.125000 Penalty: 4091.400146
	Iteration 20F: 3 clusters Score -435816.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -435823.031250 Penalty: 4091.400146
	Iteration 21Q: 3 clusters Score -435823 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -435830.187500 Penalty: 4091.400146
	Iteration 22Q: 3 clusters Score -435830.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -435835.718750 Penalty: 4091.400146
	Iteration 23Q: 3 clusters Score -435835.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -435839.375000 Penalty: 4091.400146
	Iteration 24Q: 3 clusters Score -435839.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -435843.656250 Penalty: 4091.400146
	Iteration 25Q: 3 clusters Score -435843.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -435847.187500 Penalty: 4091.400146
	Iteration 26Q: 3 clusters Score -435847.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -435851.500000 Penalty: 4091.400146
	Iteration 27Q: 3 clusters Score -435851.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -435854.625000 Penalty: 4091.400146
	Iteration 28Q: 3 clusters Score -435854.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -435859.531250 Penalty: 4091.400146
	Iteration 29Q: 3 clusters Score -435859.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -435862.968750 Penalty: 4091.400146
	Iteration 30Q: 3 clusters Score -435863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -435866.031250 Penalty: 4091.400146
	Iteration 31Q: 3 clusters Score -435866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -435870.593750 Penalty: 4091.400146
	Iteration 32Q: 3 clusters Score -435870.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -435873.406250 Penalty: 4091.400146
	Iteration 33Q: 3 clusters Score -435873.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -435874.500000 Penalty: 4091.400146
	Iteration 34Q: 3 clusters Score -435874.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -435884.375000 Penalty: 4091.400146
	Iteration 35Q: 3 clusters Score -435884.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -435888.843750 Penalty: 4091.400146
	Iteration 36Q: 3 clusters Score -435888.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -435891.843750 Penalty: 4091.400146
	Iteration 37Q: 3 clusters Score -435891.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -435894.500000 Penalty: 4091.400146
	Iteration 38Q: 3 clusters Score -435894.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -435898.125000 Penalty: 4091.400146
	Iteration 39Q: 3 clusters Score -435898.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -435900.125000 Penalty: 4091.400146
	Iteration 40F: 3 clusters Score -435900.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -435903.312500 Penalty: 4091.400146
	Iteration 41Q: 3 clusters Score -435903.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -435906.312500 Penalty: 4091.400146
	Iteration 42Q: 3 clusters Score -435906.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -435910.468750 Penalty: 4091.400146
	Iteration 43Q: 3 clusters Score -435910.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -435916.562500 Penalty: 4091.400146
	Iteration 44Q: 3 clusters Score -435916.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -435920.468750 Penalty: 4091.400146
	Iteration 45Q: 3 clusters Score -435920.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -435922.750000 Penalty: 4091.400146
	Iteration 46Q: 3 clusters Score -435922.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -435926.218750 Penalty: 4091.400146
	Iteration 47Q: 3 clusters Score -435926.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -435929.437500 Penalty: 4091.400146
	Iteration 48Q: 3 clusters Score -435929.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -435931.906250 Penalty: 4091.400146
	Iteration 49Q: 3 clusters Score -435931.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -435932.500000 Penalty: 4091.400146
	Iteration 50Q: 3 clusters Score -435932.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -435932.843750 Penalty: 4091.400146
	Iteration 51Q: 3 clusters Score -435932.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -435933.343750 Penalty: 4091.400146
	Iteration 52Q: 3 clusters Score -435933.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -435934.406250 Penalty: 4091.400146
	Iteration 53Q: 3 clusters Score -435934.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -435934.843750 Penalty: 4091.400146
	Iteration 54Q: 3 clusters Score -435934.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -435934.843750 Penalty: 4091.400146
	Iteration 55F: 3 clusters Score -435934.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Entering Unmasked Estep 
Score: -5454444.000000 Penalty: 2666.244385
	Iteration 0F: 2 clusters Score -5454444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -5422710.000000 Penalty: 5332.488770
	Iteration 0F: 3 clusters Score -5422710 nChanged 21567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -5434685.500000 Penalty: 5332.488770
	Iteration 1F: 3 clusters Score -5434686 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -5435103.500000 Penalty: 5332.488770
	Iteration 2Q: 3 clusters Score -5435104 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -5435466.000000 Penalty: 5332.488770
	Iteration 3Q: 3 clusters Score -5435466 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -5435777.000000 Penalty: 5332.488770
	Iteration 4Q: 3 clusters Score -5435777 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -5436046.500000 Penalty: 5332.488770
	Iteration 5Q: 3 clusters Score -5436046 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -5436378.000000 Penalty: 5332.488770
	Iteration 6Q: 3 clusters Score -5436378 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -5436759.500000 Penalty: 5332.488770
	Iteration 7Q: 3 clusters Score -5436760 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -5437272.000000 Penalty: 5332.488770
	Iteration 8Q: 3 clusters Score -5437272 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -5437934.000000 Penalty: 5332.488770
	Iteration 9Q: 3 clusters Score -5437934 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -5438910.500000 Penalty: 5332.488770
	Iteration 10Q: 3 clusters Score -5438910 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -5440416.000000 Penalty: 5332.488770
	Iteration 11F: 3 clusters Score -5440416 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -5442488.500000 Penalty: 5332.488770
	Iteration 12F: 3 clusters Score -5442488 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -5444841.500000 Penalty: 5332.488770
	Iteration 13F: 3 clusters Score -5444842 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -5447063.000000 Penalty: 5332.488770
	Iteration 14F: 3 clusters Score -5447063 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -5449035.000000 Penalty: 5332.488770
	Iteration 15Q: 3 clusters Score -5449035 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -5450494.000000 Penalty: 5332.488770
	Iteration 16Q: 3 clusters Score -5450494 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -5451452.500000 Penalty: 5332.488770
	Iteration 17Q: 3 clusters Score -5451452 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -5451916.000000 Penalty: 5332.488770
	Iteration 18Q: 3 clusters Score -5451916 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -5452114.000000 Penalty: 5332.488770
	Iteration 19Q: 3 clusters Score -5452114 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -5452200.500000 Penalty: 5332.488770
	Iteration 20F: 3 clusters Score -5452200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
Score: -5452249.500000 Penalty: 5332.488770
	Iteration 21Q: 3 clusters Score -5452250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
Score: -5452275.000000 Penalty: 5332.488770
	Iteration 22Q: 3 clusters Score -5452275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 46398 members 
Entering Unmasked Estep 
Score: -5452286.500000 Penalty: 5332.488770
	Iteration 23Q: 3 clusters Score -5452286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -5452309.500000 Penalty: 5332.488770
	Iteration 24Q: 3 clusters Score -5452310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -5452313.000000 Penalty: 5332.488770
	Iteration 25Q: 3 clusters Score -5452313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -5452320.500000 Penalty: 5332.488770
	Iteration 26Q: 3 clusters Score -5452320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -5452325.500000 Penalty: 5332.488770
	Iteration 27Q: 3 clusters Score -5452326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -5452329.500000 Penalty: 5332.488770
	Iteration 28Q: 3 clusters Score -5452330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -5452331.000000 Penalty: 5332.488770
	Iteration 29Q: 3 clusters Score -5452331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -5452331.000000 Penalty: 5332.488770
	Iteration 30F: 3 clusters Score -5452331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Entering Unmasked Estep 
Score: -695174.062500 Penalty: 2163.966064
	Iteration 0F: 2 clusters Score -695174.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -689974.937500 Penalty: 4327.932129
	Iteration 0F: 3 clusters Score -689974.9 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -691523.125000 Penalty: 4327.932129
	Iteration 1F: 3 clusters Score -691523.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -691981.812500 Penalty: 4327.932129
	Iteration 2F: 3 clusters Score -691981.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -692367.562500 Penalty: 4327.932129
	Iteration 3F: 3 clusters Score -692367.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -692694.812500 Penalty: 4327.932129
	Iteration 4F: 3 clusters Score -692694.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -692961.625000 Penalty: 4327.932129
	Iteration 5F: 3 clusters Score -692961.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -693203.750000 Penalty: 4327.932129
	Iteration 6Q: 3 clusters Score -693203.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -693419.125000 Penalty: 4327.932129
	Iteration 7Q: 3 clusters Score -693419.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -693653.625000 Penalty: 4327.932129
	Iteration 8Q: 3 clusters Score -693653.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -693920.687500 Penalty: 4327.932129
	Iteration 9Q: 3 clusters Score -693920.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -694176.562500 Penalty: 4327.932129
	Iteration 10Q: 3 clusters Score -694176.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -694391.812500 Penalty: 4327.932129
	Iteration 11Q: 3 clusters Score -694391.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -694539.562500 Penalty: 4327.932129
	Iteration 12Q: 3 clusters Score -694539.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -694656.500000 Penalty: 4327.932129
	Iteration 13Q: 3 clusters Score -694656.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -694729.187500 Penalty: 4327.932129
	Iteration 14Q: 3 clusters Score -694729.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -694776.562500 Penalty: 4327.932129
	Iteration 15Q: 3 clusters Score -694776.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -694805.437500 Penalty: 4327.932129
	Iteration 16Q: 3 clusters Score -694805.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -694826.625000 Penalty: 4327.932129
	Iteration 17Q: 3 clusters Score -694826.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -694844.687500 Penalty: 4327.932129
	Iteration 18Q: 3 clusters Score -694844.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -694854.187500 Penalty: 4327.932129
	Iteration 19Q: 3 clusters Score -694854.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -694866.062500 Penalty: 4327.932129
	Iteration 20F: 3 clusters Score -694866.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -694876.062500 Penalty: 4327.932129
	Iteration 21Q: 3 clusters Score -694876.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -694884.375000 Penalty: 4327.932129
	Iteration 22Q: 3 clusters Score -694884.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -694893.187500 Penalty: 4327.932129
	Iteration 23Q: 3 clusters Score -694893.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -694899.937500 Penalty: 4327.932129
	Iteration 24Q: 3 clusters Score -694899.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -694910.000000 Penalty: 4327.932129
	Iteration 25Q: 3 clusters Score -694910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -694920.562500 Penalty: 4327.932129
	Iteration 26Q: 3 clusters Score -694920.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -694930.750000 Penalty: 4327.932129
	Iteration 27Q: 3 clusters Score -694930.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -694940.625000 Penalty: 4327.932129
	Iteration 28Q: 3 clusters Score -694940.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -694960.125000 Penalty: 4327.932129
	Iteration 29Q: 3 clusters Score -694960.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -694978.312500 Penalty: 4327.932129
	Iteration 30Q: 3 clusters Score -694978.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -694995.375000 Penalty: 4327.932129
	Iteration 31Q: 3 clusters Score -694995.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -695007.312500 Penalty: 4327.932129
	Iteration 32Q: 3 clusters Score -695007.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -695015.562500 Penalty: 4327.932129
	Iteration 33Q: 3 clusters Score -695015.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -695019.375000 Penalty: 4327.932129
	Iteration 34Q: 3 clusters Score -695019.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -695019.687500 Penalty: 4327.932129
	Iteration 35Q: 3 clusters Score -695019.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -695020.250000 Penalty: 4327.932129
	Iteration 36Q: 3 clusters Score -695020.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -695020.250000 Penalty: 4327.932129
	Iteration 37F: 3 clusters Score -695020.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -133752.171875 Penalty: 1751.423462
	Iteration 0F: 2 clusters Score -133752.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -131699.296875 Penalty: 3502.846924
	Iteration 0F: 3 clusters Score -131699.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -131993.031250 Penalty: 3502.846924
	Iteration 1F: 3 clusters Score -131993 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -132081.437500 Penalty: 3502.846924
	Iteration 2F: 3 clusters Score -132081.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -132119.437500 Penalty: 3502.846924
	Iteration 3Q: 3 clusters Score -132119.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -132136.828125 Penalty: 3502.846924
	Iteration 4Q: 3 clusters Score -132136.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -132147.718750 Penalty: 3502.846924
	Iteration 5Q: 3 clusters Score -132147.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -132152.078125 Penalty: 3502.846924
	Iteration 6Q: 3 clusters Score -132152.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -132153.593750 Penalty: 3502.846924
	Iteration 7Q: 3 clusters Score -132153.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -132153.593750 Penalty: 3502.846924
	Iteration 8F: 3 clusters Score -132153.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Entering Unmasked Estep 
Score: -205656.734375 Penalty: 1849.630127
	Iteration 0F: 2 clusters Score -205656.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -203517.718750 Penalty: 3699.260254
	Iteration 0F: 3 clusters Score -203517.7 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -204475.437500 Penalty: 3699.260254
	Iteration 1F: 3 clusters Score -204475.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -204842.718750 Penalty: 3699.260254
	Iteration 2F: 3 clusters Score -204842.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -205025.171875 Penalty: 3699.260254
	Iteration 3F: 3 clusters Score -205025.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -205119.343750 Penalty: 3699.260254
	Iteration 4Q: 3 clusters Score -205119.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -205184.687500 Penalty: 3699.260254
	Iteration 5Q: 3 clusters Score -205184.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -205213.718750 Penalty: 3699.260254
	Iteration 6Q: 3 clusters Score -205213.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -205229.406250 Penalty: 3699.260254
	Iteration 7Q: 3 clusters Score -205229.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -205233.562500 Penalty: 3699.260254
	Iteration 8Q: 3 clusters Score -205233.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -205235.515625 Penalty: 3699.260254
	Iteration 9Q: 3 clusters Score -205235.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -205239.796875 Penalty: 3699.260254
	Iteration 10Q: 3 clusters Score -205239.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -205242.734375 Penalty: 3699.260254
	Iteration 11Q: 3 clusters Score -205242.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -205245.109375 Penalty: 3699.260254
	Iteration 12Q: 3 clusters Score -205245.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -205245.890625 Penalty: 3699.260254
	Iteration 13Q: 3 clusters Score -205245.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -205247.484375 Penalty: 3699.260254
	Iteration 14Q: 3 clusters Score -205247.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -205248.937500 Penalty: 3699.260254
	Iteration 15Q: 3 clusters Score -205248.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -205248.937500 Penalty: 3699.260254
	Iteration 16F: 3 clusters Score -205248.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -295888.531250 Penalty: 1943.419678
	Iteration 0F: 2 clusters Score -295888.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -292921.843750 Penalty: 3886.839355
	Iteration 0F: 3 clusters Score -292921.8 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -293573.750000 Penalty: 3886.839355
	Iteration 1F: 3 clusters Score -293573.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -293750.125000 Penalty: 3886.839355
	Iteration 2F: 3 clusters Score -293750.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -293853.843750 Penalty: 3886.839355
	Iteration 3Q: 3 clusters Score -293853.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -293944.250000 Penalty: 3886.839355
	Iteration 4Q: 3 clusters Score -293944.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -294013.312500 Penalty: 3886.839355
	Iteration 5Q: 3 clusters Score -294013.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -294088.031250 Penalty: 3886.839355
	Iteration 6Q: 3 clusters Score -294088 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -294153.000000 Penalty: 3886.839355
	Iteration 7Q: 3 clusters Score -294153 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -294211.250000 Penalty: 3886.839355
	Iteration 8Q: 3 clusters Score -294211.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -294261.375000 Penalty: 3886.839355
	Iteration 9Q: 3 clusters Score -294261.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -294309.781250 Penalty: 3886.839355
	Iteration 10Q: 3 clusters Score -294309.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -294344.593750 Penalty: 3886.839355
	Iteration 11Q: 3 clusters Score -294344.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -294378.531250 Penalty: 3886.839355
	Iteration 12Q: 3 clusters Score -294378.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -294406.500000 Penalty: 3886.839355
	Iteration 13Q: 3 clusters Score -294406.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -294432.375000 Penalty: 3886.839355
	Iteration 14Q: 3 clusters Score -294432.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -294466.375000 Penalty: 3886.839355
	Iteration 15Q: 3 clusters Score -294466.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -294497.843750 Penalty: 3886.839355
	Iteration 16Q: 3 clusters Score -294497.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -294525.125000 Penalty: 3886.839355
	Iteration 17Q: 3 clusters Score -294525.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -294544.343750 Penalty: 3886.839355
	Iteration 18Q: 3 clusters Score -294544.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -294564.000000 Penalty: 3886.839355
	Iteration 19Q: 3 clusters Score -294564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -294577.593750 Penalty: 3886.839355
	Iteration 20F: 3 clusters Score -294577.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -294585.250000 Penalty: 3886.839355
	Iteration 21Q: 3 clusters Score -294585.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -294595.281250 Penalty: 3886.839355
	Iteration 22Q: 3 clusters Score -294595.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -294602.718750 Penalty: 3886.839355
	Iteration 23Q: 3 clusters Score -294602.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -294610.343750 Penalty: 3886.839355
	Iteration 24Q: 3 clusters Score -294610.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -294615.437500 Penalty: 3886.839355
	Iteration 25Q: 3 clusters Score -294615.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -294620.312500 Penalty: 3886.839355
	Iteration 26Q: 3 clusters Score -294620.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -294623.437500 Penalty: 3886.839355
	Iteration 27Q: 3 clusters Score -294623.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -294627.062500 Penalty: 3886.839355
	Iteration 28Q: 3 clusters Score -294627.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -294629.187500 Penalty: 3886.839355
	Iteration 29Q: 3 clusters Score -294629.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -294633.062500 Penalty: 3886.839355
	Iteration 30Q: 3 clusters Score -294633.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -294634.468750 Penalty: 3886.839355
	Iteration 31Q: 3 clusters Score -294634.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -294638.312500 Penalty: 3886.839355
	Iteration 32Q: 3 clusters Score -294638.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -294643.406250 Penalty: 3886.839355
	Iteration 33Q: 3 clusters Score -294643.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -294646.312500 Penalty: 3886.839355
	Iteration 34Q: 3 clusters Score -294646.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -294649.312500 Penalty: 3886.839355
	Iteration 35Q: 3 clusters Score -294649.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -294652.562500 Penalty: 3886.839355
	Iteration 36Q: 3 clusters Score -294652.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -294657.625000 Penalty: 3886.839355
	Iteration 37Q: 3 clusters Score -294657.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -294661.875000 Penalty: 3886.839355
	Iteration 38Q: 3 clusters Score -294661.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -294665.687500 Penalty: 3886.839355
	Iteration 39Q: 3 clusters Score -294665.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -294667.750000 Penalty: 3886.839355
	Iteration 40F: 3 clusters Score -294667.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -294673.125000 Penalty: 3886.839355
	Iteration 41Q: 3 clusters Score -294673.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -294679.843750 Penalty: 3886.839355
	Iteration 42Q: 3 clusters Score -294679.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -294685.000000 Penalty: 3886.839355
	Iteration 43Q: 3 clusters Score -294685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -294691.125000 Penalty: 3886.839355
	Iteration 44Q: 3 clusters Score -294691.1 nChanged 13
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: -294699.687500 Penalty: 3886.839355
	Iteration 45Q: 3 clusters Score -294699.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -294702.156250 Penalty: 3886.839355
	Iteration 46Q: 3 clusters Score -294702.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -294707.906250 Penalty: 3886.839355
	Iteration 47Q: 3 clusters Score -294707.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -294715.125000 Penalty: 3886.839355
	Iteration 48Q: 3 clusters Score -294715.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -294722.312500 Penalty: 3886.839355
	Iteration 49Q: 3 clusters Score -294722.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -294727.843750 Penalty: 3886.839355
	Iteration 50Q: 3 clusters Score -294727.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -294730.125000 Penalty: 3886.839355
	Iteration 51Q: 3 clusters Score -294730.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -294731.562500 Penalty: 3886.839355
	Iteration 52Q: 3 clusters Score -294731.6 nChanged 3
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: -294732.562500 Penalty: 3886.839355
	Iteration 53Q: 3 clusters Score -294732.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -294733.406250 Penalty: 3886.839355
	Iteration 54Q: 3 clusters Score -294733.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -294733.406250 Penalty: 3886.839355
	Iteration 55F: 3 clusters Score -294733.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Entering Unmasked Estep 
Score: -702703.625000 Penalty: 2150.010986
	Iteration 0F: 2 clusters Score -702703.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -697671.750000 Penalty: 4300.021973
	Iteration 0F: 3 clusters Score -697671.8 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -699079.812500 Penalty: 4300.021973
	Iteration 1F: 3 clusters Score -699079.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -699550.437500 Penalty: 4300.021973
	Iteration 2F: 3 clusters Score -699550.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -700020.500000 Penalty: 4300.021973
	Iteration 3F: 3 clusters Score -700020.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -700472.312500 Penalty: 4300.021973
	Iteration 4F: 3 clusters Score -700472.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -700853.062500 Penalty: 4300.021973
	Iteration 5F: 3 clusters Score -700853.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -701139.187500 Penalty: 4300.021973
	Iteration 6F: 3 clusters Score -701139.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -701294.875000 Penalty: 4300.021973
	Iteration 7Q: 3 clusters Score -701294.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -701396.437500 Penalty: 4300.021973
	Iteration 8Q: 3 clusters Score -701396.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -701465.562500 Penalty: 4300.021973
	Iteration 9Q: 3 clusters Score -701465.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -701515.312500 Penalty: 4300.021973
	Iteration 10Q: 3 clusters Score -701515.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -701554.125000 Penalty: 4300.021973
	Iteration 11Q: 3 clusters Score -701554.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -701592.937500 Penalty: 4300.021973
	Iteration 12Q: 3 clusters Score -701592.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -701613.625000 Penalty: 4300.021973
	Iteration 13Q: 3 clusters Score -701613.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -701635.062500 Penalty: 4300.021973
	Iteration 14Q: 3 clusters Score -701635.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -701651.125000 Penalty: 4300.021973
	Iteration 15Q: 3 clusters Score -701651.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -701663.125000 Penalty: 4300.021973
	Iteration 16Q: 3 clusters Score -701663.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -701670.937500 Penalty: 4300.021973
	Iteration 17Q: 3 clusters Score -701670.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -701675.500000 Penalty: 4300.021973
	Iteration 18Q: 3 clusters Score -701675.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -701681.625000 Penalty: 4300.021973
	Iteration 19Q: 3 clusters Score -701681.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -701687.062500 Penalty: 4300.021973
	Iteration 20F: 3 clusters Score -701687.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -701689.812500 Penalty: 4300.021973
	Iteration 21Q: 3 clusters Score -701689.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -701690.000000 Penalty: 4300.021973
	Iteration 22Q: 3 clusters Score -701690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -701693.437500 Penalty: 4300.021973
	Iteration 23Q: 3 clusters Score -701693.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -701695.750000 Penalty: 4300.021973
	Iteration 24Q: 3 clusters Score -701695.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -701696.437500 Penalty: 4300.021973
	Iteration 25Q: 3 clusters Score -701696.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -701697.687500 Penalty: 4300.021973
	Iteration 26Q: 3 clusters Score -701697.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -701698.937500 Penalty: 4300.021973
	Iteration 27Q: 3 clusters Score -701698.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -701700.875000 Penalty: 4300.021973
	Iteration 28Q: 3 clusters Score -701700.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -701699.687500 Penalty: 4300.021973
	Iteration 29Q: 3 clusters Score -701699.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -701698.812500 Penalty: 4300.021973
	Iteration 30Q: 3 clusters Score -701698.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -701699.375000 Penalty: 4300.021973
	Iteration 31Q: 3 clusters Score -701699.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -701700.750000 Penalty: 4300.021973
	Iteration 32Q: 3 clusters Score -701700.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -701700.750000 Penalty: 4300.021973
	Iteration 33F: 3 clusters Score -701700.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Entering Unmasked Estep 
Score: -783196.937500 Penalty: 2178.054199
	Iteration 0F: 2 clusters Score -783196.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -777755.312500 Penalty: 4356.108398
	Iteration 0F: 3 clusters Score -777755.3 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -779095.250000 Penalty: 4356.108398
	Iteration 1F: 3 clusters Score -779095.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -779304.625000 Penalty: 4356.108398
	Iteration 2F: 3 clusters Score -779304.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -779466.875000 Penalty: 4356.108398
	Iteration 3Q: 3 clusters Score -779466.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -779594.312500 Penalty: 4356.108398
	Iteration 4Q: 3 clusters Score -779594.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -779711.750000 Penalty: 4356.108398
	Iteration 5Q: 3 clusters Score -779711.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -779797.000000 Penalty: 4356.108398
	Iteration 6Q: 3 clusters Score -779797 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -779866.125000 Penalty: 4356.108398
	Iteration 7Q: 3 clusters Score -779866.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -779932.437500 Penalty: 4356.108398
	Iteration 8Q: 3 clusters Score -779932.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -779995.500000 Penalty: 4356.108398
	Iteration 9Q: 3 clusters Score -779995.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -780070.125000 Penalty: 4356.108398
	Iteration 10Q: 3 clusters Score -780070.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -780151.312500 Penalty: 4356.108398
	Iteration 11Q: 3 clusters Score -780151.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -780244.062500 Penalty: 4356.108398
	Iteration 12Q: 3 clusters Score -780244.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -780351.875000 Penalty: 4356.108398
	Iteration 13Q: 3 clusters Score -780351.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -780477.375000 Penalty: 4356.108398
	Iteration 14Q: 3 clusters Score -780477.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -780591.312500 Penalty: 4356.108398
	Iteration 15Q: 3 clusters Score -780591.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -780709.625000 Penalty: 4356.108398
	Iteration 16Q: 3 clusters Score -780709.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -780851.312500 Penalty: 4356.108398
	Iteration 17Q: 3 clusters Score -780851.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -781030.062500 Penalty: 4356.108398
	Iteration 18Q: 3 clusters Score -781030.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -781212.375000 Penalty: 4356.108398
	Iteration 19Q: 3 clusters Score -781212.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -781409.937500 Penalty: 4356.108398
	Iteration 20F: 3 clusters Score -781409.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -781609.500000 Penalty: 4356.108398
	Iteration 21Q: 3 clusters Score -781609.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -781808.562500 Penalty: 4356.108398
	Iteration 22Q: 3 clusters Score -781808.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -781980.312500 Penalty: 4356.108398
	Iteration 23Q: 3 clusters Score -781980.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -782138.625000 Penalty: 4356.108398
	Iteration 24Q: 3 clusters Score -782138.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -782229.875000 Penalty: 4356.108398
	Iteration 25Q: 3 clusters Score -782229.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -782279.187500 Penalty: 4356.108398
	Iteration 26Q: 3 clusters Score -782279.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -782307.750000 Penalty: 4356.108398
	Iteration 27Q: 3 clusters Score -782307.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -782337.437500 Penalty: 4356.108398
	Iteration 28Q: 3 clusters Score -782337.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -782373.687500 Penalty: 4356.108398
	Iteration 29Q: 3 clusters Score -782373.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -782400.375000 Penalty: 4356.108398
	Iteration 30Q: 3 clusters Score -782400.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -782412.750000 Penalty: 4356.108398
	Iteration 31Q: 3 clusters Score -782412.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -782429.812500 Penalty: 4356.108398
	Iteration 32Q: 3 clusters Score -782429.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -782441.125000 Penalty: 4356.108398
	Iteration 33Q: 3 clusters Score -782441.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -782445.562500 Penalty: 4356.108398
	Iteration 34Q: 3 clusters Score -782445.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -782451.250000 Penalty: 4356.108398
	Iteration 35Q: 3 clusters Score -782451.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -782458.750000 Penalty: 4356.108398
	Iteration 36Q: 3 clusters Score -782458.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -782473.625000 Penalty: 4356.108398
	Iteration 37Q: 3 clusters Score -782473.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -782474.312500 Penalty: 4356.108398
	Iteration 38Q: 3 clusters Score -782474.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -782475.000000 Penalty: 4356.108398
	Iteration 39Q: 3 clusters Score -782475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -782475.000000 Penalty: 4356.108398
	Iteration 40F: 3 clusters Score -782475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Entering Unmasked Estep 
Score: -171689.937500 Penalty: 1810.014404
	Iteration 0F: 2 clusters Score -171689.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -169386.921875 Penalty: 3620.028809
	Iteration 0F: 3 clusters Score -169386.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -169785.046875 Penalty: 3620.028809
	Iteration 1F: 3 clusters Score -169785 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -169906.703125 Penalty: 3620.028809
	Iteration 2F: 3 clusters Score -169906.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -169968.750000 Penalty: 3620.028809
	Iteration 3Q: 3 clusters Score -169968.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -169999.750000 Penalty: 3620.028809
	Iteration 4Q: 3 clusters Score -169999.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -170021.296875 Penalty: 3620.028809
	Iteration 5Q: 3 clusters Score -170021.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -170042.937500 Penalty: 3620.028809
	Iteration 6Q: 3 clusters Score -170042.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -170055.671875 Penalty: 3620.028809
	Iteration 7Q: 3 clusters Score -170055.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -170066.609375 Penalty: 3620.028809
	Iteration 8Q: 3 clusters Score -170066.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -170078.093750 Penalty: 3620.028809
	Iteration 9Q: 3 clusters Score -170078.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -170088.109375 Penalty: 3620.028809
	Iteration 10Q: 3 clusters Score -170088.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -170098.140625 Penalty: 3620.028809
	Iteration 11Q: 3 clusters Score -170098.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -170110.890625 Penalty: 3620.028809
	Iteration 12Q: 3 clusters Score -170110.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -170121.859375 Penalty: 3620.028809
	Iteration 13Q: 3 clusters Score -170121.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -170127.500000 Penalty: 3620.028809
	Iteration 14Q: 3 clusters Score -170127.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -170134.484375 Penalty: 3620.028809
	Iteration 15Q: 3 clusters Score -170134.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -170144.875000 Penalty: 3620.028809
	Iteration 16Q: 3 clusters Score -170144.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -170147.125000 Penalty: 3620.028809
	Iteration 17Q: 3 clusters Score -170147.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -170149.015625 Penalty: 3620.028809
	Iteration 18Q: 3 clusters Score -170149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -170149.562500 Penalty: 3620.028809
	Iteration 19Q: 3 clusters Score -170149.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -170152.046875 Penalty: 3620.028809
	Iteration 20F: 3 clusters Score -170152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -170154.812500 Penalty: 3620.028809
	Iteration 21Q: 3 clusters Score -170154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -170155.781250 Penalty: 3620.028809
	Iteration 22Q: 3 clusters Score -170155.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -170157.312500 Penalty: 3620.028809
	Iteration 23Q: 3 clusters Score -170157.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -170158.875000 Penalty: 3620.028809
	Iteration 24Q: 3 clusters Score -170158.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -170158.875000 Penalty: 3620.028809
	Iteration 25F: 3 clusters Score -170158.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Entering Unmasked Estep 
Score: -1765533.875000 Penalty: 2379.118164
	Iteration 0F: 2 clusters Score -1765534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1754973.125000 Penalty: 4758.236328
	Iteration 0F: 3 clusters Score -1754973 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1758196.875000 Penalty: 4758.236328
	Iteration 1F: 3 clusters Score -1758197 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1758499.375000 Penalty: 4758.236328
	Iteration 2F: 3 clusters Score -1758499 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1758702.250000 Penalty: 4758.236328
	Iteration 3Q: 3 clusters Score -1758702 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1758873.125000 Penalty: 4758.236328
	Iteration 4Q: 3 clusters Score -1758873 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1759068.500000 Penalty: 4758.236328
	Iteration 5Q: 3 clusters Score -1759068 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1759259.125000 Penalty: 4758.236328
	Iteration 6Q: 3 clusters Score -1759259 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1759499.125000 Penalty: 4758.236328
	Iteration 7Q: 3 clusters Score -1759499 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1759798.125000 Penalty: 4758.236328
	Iteration 8Q: 3 clusters Score -1759798 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1760203.875000 Penalty: 4758.236328
	Iteration 9Q: 3 clusters Score -1760204 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1760783.875000 Penalty: 4758.236328
	Iteration 10F: 3 clusters Score -1760784 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1761479.750000 Penalty: 4758.236328
	Iteration 11F: 3 clusters Score -1761480 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1762183.000000 Penalty: 4758.236328
	Iteration 12F: 3 clusters Score -1762183 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1762771.250000 Penalty: 4758.236328
	Iteration 13Q: 3 clusters Score -1762771 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1763123.125000 Penalty: 4758.236328
	Iteration 14Q: 3 clusters Score -1763123 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1763297.750000 Penalty: 4758.236328
	Iteration 15Q: 3 clusters Score -1763298 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1763408.625000 Penalty: 4758.236328
	Iteration 16Q: 3 clusters Score -1763409 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1763455.000000 Penalty: 4758.236328
	Iteration 17Q: 3 clusters Score -1763455 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1763482.750000 Penalty: 4758.236328
	Iteration 18Q: 3 clusters Score -1763483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1763516.875000 Penalty: 4758.236328
	Iteration 19Q: 3 clusters Score -1763517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1763544.500000 Penalty: 4758.236328
	Iteration 20F: 3 clusters Score -1763544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1763554.500000 Penalty: 4758.236328
	Iteration 21Q: 3 clusters Score -1763554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1763562.250000 Penalty: 4758.236328
	Iteration 22Q: 3 clusters Score -1763562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1763568.875000 Penalty: 4758.236328
	Iteration 23Q: 3 clusters Score -1763569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1763571.375000 Penalty: 4758.236328
	Iteration 24Q: 3 clusters Score -1763571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1763579.125000 Penalty: 4758.236328
	Iteration 25Q: 3 clusters Score -1763579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1763589.875000 Penalty: 4758.236328
	Iteration 26Q: 3 clusters Score -1763590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1763592.375000 Penalty: 4758.236328
	Iteration 27Q: 3 clusters Score -1763592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1763593.500000 Penalty: 4758.236328
	Iteration 28Q: 3 clusters Score -1763594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1763599.000000 Penalty: 4758.236328
	Iteration 29Q: 3 clusters Score -1763599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1763600.125000 Penalty: 4758.236328
	Iteration 30Q: 3 clusters Score -1763600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1763599.750000 Penalty: 4758.236328
	Iteration 31Q: 3 clusters Score -1763600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1763599.125000 Penalty: 4758.236328
	Iteration 32Q: 3 clusters Score -1763599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1763599.125000 Penalty: 4758.236328
	Iteration 33F: 3 clusters Score -1763599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -66351.828125 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -66351.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -64806.167969 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -64806.17 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -65091.144531 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -65091.14 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -65198.683594 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -65198.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -65276.933594 Penalty: 3218.645508
	Iteration 3Q: 3 clusters Score -65276.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -65321.843750 Penalty: 3218.645508
	Iteration 4Q: 3 clusters Score -65321.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -65371.125000 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -65371.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -65433.746094 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -65433.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -65501.347656 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -65501.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -65549.171875 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -65549.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -65588.273438 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -65588.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -65615.734375 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -65615.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -65675.320312 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -65675.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -65698.132812 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -65698.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -65708.664062 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -65708.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -65716.820312 Penalty: 3218.645508
	Iteration 14Q: 3 clusters Score -65716.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -65730.890625 Penalty: 3218.645508
	Iteration 15Q: 3 clusters Score -65730.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -65739.851562 Penalty: 3218.645508
	Iteration 16Q: 3 clusters Score -65739.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -65743.210938 Penalty: 3218.645508
	Iteration 17Q: 3 clusters Score -65743.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -65744.773438 Penalty: 3218.645508
	Iteration 18Q: 3 clusters Score -65744.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -65747.179688 Penalty: 3218.645508
	Iteration 19Q: 3 clusters Score -65747.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -65747.179688 Penalty: 3218.645508
	Iteration 20F: 3 clusters Score -65747.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Entering Unmasked Estep 
Score: -3165547.250000 Penalty: 2522.984375
	Iteration 0F: 2 clusters Score -3165547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -3147553.750000 Penalty: 5045.968750
	Iteration 0F: 3 clusters Score -3147554 nChanged 11608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -3153754.000000 Penalty: 5045.968750
	Iteration 1F: 3 clusters Score -3153754 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -3154297.250000 Penalty: 5045.968750
	Iteration 2F: 3 clusters Score -3154297 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -3154935.250000 Penalty: 5045.968750
	Iteration 3F: 3 clusters Score -3154935 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -3155698.500000 Penalty: 5045.968750
	Iteration 4F: 3 clusters Score -3155698 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -3156723.250000 Penalty: 5045.968750
	Iteration 5F: 3 clusters Score -3156723 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -3158012.000000 Penalty: 5045.968750
	Iteration 6F: 3 clusters Score -3158012 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -3159505.000000 Penalty: 5045.968750
	Iteration 7F: 3 clusters Score -3159505 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3160893.750000 Penalty: 5045.968750
	Iteration 8F: 3 clusters Score -3160894 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3162037.000000 Penalty: 5045.968750
	Iteration 9Q: 3 clusters Score -3162037 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3162727.750000 Penalty: 5045.968750
	Iteration 10Q: 3 clusters Score -3162728 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3163127.750000 Penalty: 5045.968750
	Iteration 11Q: 3 clusters Score -3163128 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3163364.500000 Penalty: 5045.968750
	Iteration 12Q: 3 clusters Score -3163364 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3163528.500000 Penalty: 5045.968750
	Iteration 13Q: 3 clusters Score -3163528 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3163594.250000 Penalty: 5045.968750
	Iteration 14Q: 3 clusters Score -3163594 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3163639.250000 Penalty: 5045.968750
	Iteration 15Q: 3 clusters Score -3163639 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3163676.750000 Penalty: 5045.968750
	Iteration 16Q: 3 clusters Score -3163677 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3163701.250000 Penalty: 5045.968750
	Iteration 17Q: 3 clusters Score -3163701 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3163731.750000 Penalty: 5045.968750
	Iteration 18Q: 3 clusters Score -3163732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3163745.250000 Penalty: 5045.968750
	Iteration 19Q: 3 clusters Score -3163745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3163752.750000 Penalty: 5045.968750
	Iteration 20F: 3 clusters Score -3163753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3163755.250000 Penalty: 5045.968750
	Iteration 21Q: 3 clusters Score -3163755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3163757.500000 Penalty: 5045.968750
	Iteration 22Q: 3 clusters Score -3163758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3163771.250000 Penalty: 5045.968750
	Iteration 23Q: 3 clusters Score -3163771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3163774.500000 Penalty: 5045.968750
	Iteration 24Q: 3 clusters Score -3163774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3163776.500000 Penalty: 5045.968750
	Iteration 25Q: 3 clusters Score -3163776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3163781.000000 Penalty: 5045.968750
	Iteration 26Q: 3 clusters Score -3163781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3163782.750000 Penalty: 5045.968750
	Iteration 27Q: 3 clusters Score -3163783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3163782.750000 Penalty: 5045.968750
	Iteration 28F: 3 clusters Score -3163783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Entering Unmasked Estep 
Score: -209929.406250 Penalty: 1880.771606
	Iteration 0F: 2 clusters Score -209929.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -207427.531250 Penalty: 3761.543213
	Iteration 0F: 3 clusters Score -207427.5 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -208387.671875 Penalty: 3761.543213
	Iteration 1F: 3 clusters Score -208387.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -208940.546875 Penalty: 3761.543213
	Iteration 2F: 3 clusters Score -208940.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -209325.343750 Penalty: 3761.543213
	Iteration 3F: 3 clusters Score -209325.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -209756.375000 Penalty: 3761.543213
	Iteration 4F: 3 clusters Score -209756.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -210142.765625 Penalty: 3761.543213
	Iteration 5F: 3 clusters Score -210142.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -210325.187500 Penalty: 3761.543213
	Iteration 6Q: 3 clusters Score -210325.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -210411.015625 Penalty: 3761.543213
	Iteration 7Q: 3 clusters Score -210411 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -210465.531250 Penalty: 3761.543213
	Iteration 8Q: 3 clusters Score -210465.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -210510.296875 Penalty: 3761.543213
	Iteration 9Q: 3 clusters Score -210510.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -210522.218750 Penalty: 3761.543213
	Iteration 10Q: 3 clusters Score -210522.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -210528.109375 Penalty: 3761.543213
	Iteration 11Q: 3 clusters Score -210528.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -210531.734375 Penalty: 3761.543213
	Iteration 12Q: 3 clusters Score -210531.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -210535.453125 Penalty: 3761.543213
	Iteration 13Q: 3 clusters Score -210535.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -210537.921875 Penalty: 3761.543213
	Iteration 14Q: 3 clusters Score -210537.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -210538.312500 Penalty: 3761.543213
	Iteration 15Q: 3 clusters Score -210538.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -210539.531250 Penalty: 3761.543213
	Iteration 16Q: 3 clusters Score -210539.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -210539.531250 Penalty: 3761.543213
	Iteration 17F: 3 clusters Score -210539.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 18486 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46676 members 
Mstep: Class 7 contains 6159 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5822 members 
Mstep: Class 12 contains 6519 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14665 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26195 members 
Mstep: Class 17 contains 1249 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 44985 members 
Mstep: Class 20 contains 81381 members 
Mstep: Class 21 contains 717 members 
Mstep: Class 22 contains 214051 members 
Mstep: Class 23 contains 155567 members 
Entering Unmasked Estep 
Score: -80047384.000000 Penalty: 76631.320312
Splitting cluster 17 changes total score from -80048440.000000 to -80047384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (11524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Entering Unmasked Estep 
Score: -1383498.250000 Penalty: 2319.342529
	Iteration 0F: 2 clusters Score -1383498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1374904.000000 Penalty: 4638.685059
	Iteration 0F: 3 clusters Score -1374904 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1377434.625000 Penalty: 4638.685059
	Iteration 1F: 3 clusters Score -1377435 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1377726.250000 Penalty: 4638.685059
	Iteration 2F: 3 clusters Score -1377726 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1377932.000000 Penalty: 4638.685059
	Iteration 3Q: 3 clusters Score -1377932 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1378081.750000 Penalty: 4638.685059
	Iteration 4Q: 3 clusters Score -1378082 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1378218.875000 Penalty: 4638.685059
	Iteration 5Q: 3 clusters Score -1378219 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1378357.250000 Penalty: 4638.685059
	Iteration 6Q: 3 clusters Score -1378357 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1378478.750000 Penalty: 4638.685059
	Iteration 7Q: 3 clusters Score -1378479 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1378582.625000 Penalty: 4638.685059
	Iteration 8Q: 3 clusters Score -1378583 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1378711.375000 Penalty: 4638.685059
	Iteration 9Q: 3 clusters Score -1378711 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1378855.125000 Penalty: 4638.685059
	Iteration 10Q: 3 clusters Score -1378855 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1379001.750000 Penalty: 4638.685059
	Iteration 11Q: 3 clusters Score -1379002 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1379176.250000 Penalty: 4638.685059
	Iteration 12Q: 3 clusters Score -1379176 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1379362.750000 Penalty: 4638.685059
	Iteration 13Q: 3 clusters Score -1379363 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1379529.500000 Penalty: 4638.685059
	Iteration 14Q: 3 clusters Score -1379530 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1379691.125000 Penalty: 4638.685059
	Iteration 15Q: 3 clusters Score -1379691 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1379878.875000 Penalty: 4638.685059
	Iteration 16Q: 3 clusters Score -1379879 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1380062.750000 Penalty: 4638.685059
	Iteration 17Q: 3 clusters Score -1380063 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1380249.875000 Penalty: 4638.685059
	Iteration 18Q: 3 clusters Score -1380250 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1380398.250000 Penalty: 4638.685059
	Iteration 19Q: 3 clusters Score -1380398 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1380532.125000 Penalty: 4638.685059
	Iteration 20F: 3 clusters Score -1380532 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1380628.375000 Penalty: 4638.685059
	Iteration 21Q: 3 clusters Score -1380628 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1380683.750000 Penalty: 4638.685059
	Iteration 22Q: 3 clusters Score -1380684 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1380717.000000 Penalty: 4638.685059
	Iteration 23Q: 3 clusters Score -1380717 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1380745.625000 Penalty: 4638.685059
	Iteration 24Q: 3 clusters Score -1380746 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1380766.625000 Penalty: 4638.685059
	Iteration 25Q: 3 clusters Score -1380767 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1380783.000000 Penalty: 4638.685059
	Iteration 26Q: 3 clusters Score -1380783 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1380792.375000 Penalty: 4638.685059
	Iteration 27Q: 3 clusters Score -1380792 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1380800.000000 Penalty: 4638.685059
	Iteration 28Q: 3 clusters Score -1380800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1380805.000000 Penalty: 4638.685059
	Iteration 29Q: 3 clusters Score -1380805 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1380810.750000 Penalty: 4638.685059
	Iteration 30Q: 3 clusters Score -1380811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1380816.625000 Penalty: 4638.685059
	Iteration 31Q: 3 clusters Score -1380817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1380822.375000 Penalty: 4638.685059
	Iteration 32Q: 3 clusters Score -1380822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1380825.125000 Penalty: 4638.685059
	Iteration 33Q: 3 clusters Score -1380825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1380829.625000 Penalty: 4638.685059
	Iteration 34Q: 3 clusters Score -1380830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1380832.250000 Penalty: 4638.685059
	Iteration 35Q: 3 clusters Score -1380832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1380833.500000 Penalty: 4638.685059
	Iteration 36Q: 3 clusters Score -1380834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1380833.250000 Penalty: 4638.685059
	Iteration 37Q: 3 clusters Score -1380833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1380835.500000 Penalty: 4638.685059
	Iteration 38Q: 3 clusters Score -1380836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1380840.500000 Penalty: 4638.685059
	Iteration 39Q: 3 clusters Score -1380840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1380841.125000 Penalty: 4638.685059
	Iteration 40F: 3 clusters Score -1380841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1380842.500000 Penalty: 4638.685059
	Iteration 41Q: 3 clusters Score -1380842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1380848.750000 Penalty: 4638.685059
	Iteration 42Q: 3 clusters Score -1380849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1380848.125000 Penalty: 4638.685059
	Iteration 43Q: 3 clusters Score -1380848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1380843.875000 Penalty: 4638.685059
	Iteration 44Q: 3 clusters Score -1380844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1380846.375000 Penalty: 4638.685059
	Iteration 45Q: 3 clusters Score -1380846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1380846.250000 Penalty: 4638.685059
	Iteration 46Q: 3 clusters Score -1380846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1380846.375000 Penalty: 4638.685059
	Iteration 47Q: 3 clusters Score -1380846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1380847.125000 Penalty: 4638.685059
	Iteration 48Q: 3 clusters Score -1380847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1380848.500000 Penalty: 4638.685059
	Iteration 49Q: 3 clusters Score -1380848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1380850.500000 Penalty: 4638.685059
	Iteration 50Q: 3 clusters Score -1380850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1380852.625000 Penalty: 4638.685059
	Iteration 51Q: 3 clusters Score -1380853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1380855.000000 Penalty: 4638.685059
	Iteration 52Q: 3 clusters Score -1380855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1380855.500000 Penalty: 4638.685059
	Iteration 53Q: 3 clusters Score -1380856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1380857.875000 Penalty: 4638.685059
	Iteration 54Q: 3 clusters Score -1380858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1380862.000000 Penalty: 4638.685059
	Iteration 55Q: 3 clusters Score -1380862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1380861.625000 Penalty: 4638.685059
	Iteration 56Q: 3 clusters Score -1380862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1380862.625000 Penalty: 4638.685059
	Iteration 57Q: 3 clusters Score -1380863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1380862.875000 Penalty: 4638.685059
	Iteration 58Q: 3 clusters Score -1380863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1380866.250000 Penalty: 4638.685059
	Iteration 59Q: 3 clusters Score -1380866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1380860.875000 Penalty: 4638.685059
	Iteration 60F: 3 clusters Score -1380861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1380862.750000 Penalty: 4638.685059
	Iteration 61Q: 3 clusters Score -1380863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1380864.125000 Penalty: 4638.685059
	Iteration 62Q: 3 clusters Score -1380864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1380864.625000 Penalty: 4638.685059
	Iteration 63Q: 3 clusters Score -1380865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1380865.250000 Penalty: 4638.685059
	Iteration 64Q: 3 clusters Score -1380865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1380864.625000 Penalty: 4638.685059
	Iteration 65Q: 3 clusters Score -1380865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1380865.125000 Penalty: 4638.685059
	Iteration 66Q: 3 clusters Score -1380865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1380866.375000 Penalty: 4638.685059
	Iteration 67Q: 3 clusters Score -1380866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1380866.375000 Penalty: 4638.685059
	Iteration 68F: 3 clusters Score -1380866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Entering Unmasked Estep 
Score: -5399305.000000 Penalty: 2657.093018
	Iteration 0F: 2 clusters Score -5399305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -5369017.000000 Penalty: 5314.186035
	Iteration 0F: 3 clusters Score -5369017 nChanged 20542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -5380382.500000 Penalty: 5314.186035
	Iteration 1F: 3 clusters Score -5380382 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -5380908.500000 Penalty: 5314.186035
	Iteration 2Q: 3 clusters Score -5380908 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -5381413.000000 Penalty: 5314.186035
	Iteration 3Q: 3 clusters Score -5381413 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -5381979.000000 Penalty: 5314.186035
	Iteration 4Q: 3 clusters Score -5381979 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -5382586.000000 Penalty: 5314.186035
	Iteration 5Q: 3 clusters Score -5382586 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -5383437.500000 Penalty: 5314.186035
	Iteration 6Q: 3 clusters Score -5383438 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -5384514.000000 Penalty: 5314.186035
	Iteration 7Q: 3 clusters Score -5384514 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -5386048.500000 Penalty: 5314.186035
	Iteration 8F: 3 clusters Score -5386048 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -5387964.500000 Penalty: 5314.186035
	Iteration 9F: 3 clusters Score -5387964 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -5389936.000000 Penalty: 5314.186035
	Iteration 10F: 3 clusters Score -5389936 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -5391295.000000 Penalty: 5314.186035
	Iteration 11Q: 3 clusters Score -5391295 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -5392141.000000 Penalty: 5314.186035
	Iteration 12Q: 3 clusters Score -5392141 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -5392669.000000 Penalty: 5314.186035
	Iteration 13Q: 3 clusters Score -5392669 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -5393159.500000 Penalty: 5314.186035
	Iteration 14Q: 3 clusters Score -5393160 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -5393600.000000 Penalty: 5314.186035
	Iteration 15Q: 3 clusters Score -5393600 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -5394074.500000 Penalty: 5314.186035
	Iteration 16Q: 3 clusters Score -5394074 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -5394426.000000 Penalty: 5314.186035
	Iteration 17Q: 3 clusters Score -5394426 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -5394811.500000 Penalty: 5314.186035
	Iteration 18Q: 3 clusters Score -5394812 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -5395196.500000 Penalty: 5314.186035
	Iteration 19Q: 3 clusters Score -5395196 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -5395516.000000 Penalty: 5314.186035
	Iteration 20F: 3 clusters Score -5395516 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -5395814.500000 Penalty: 5314.186035
	Iteration 21Q: 3 clusters Score -5395814 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -5396046.500000 Penalty: 5314.186035
	Iteration 22Q: 3 clusters Score -5396046 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -5396229.500000 Penalty: 5314.186035
	Iteration 23Q: 3 clusters Score -5396230 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -5396419.500000 Penalty: 5314.186035
	Iteration 24Q: 3 clusters Score -5396420 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5396573.000000 Penalty: 5314.186035
	Iteration 25Q: 3 clusters Score -5396573 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -5396688.000000 Penalty: 5314.186035
	Iteration 26Q: 3 clusters Score -5396688 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -5396777.000000 Penalty: 5314.186035
	Iteration 27Q: 3 clusters Score -5396777 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5396845.000000 Penalty: 5314.186035
	Iteration 28Q: 3 clusters Score -5396845 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5396899.500000 Penalty: 5314.186035
	Iteration 29Q: 3 clusters Score -5396900 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5396966.000000 Penalty: 5314.186035
	Iteration 30Q: 3 clusters Score -5396966 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5396991.500000 Penalty: 5314.186035
	Iteration 31Q: 3 clusters Score -5396992 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5397051.500000 Penalty: 5314.186035
	Iteration 32Q: 3 clusters Score -5397052 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5397075.000000 Penalty: 5314.186035
	Iteration 33Q: 3 clusters Score -5397075 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5397098.000000 Penalty: 5314.186035
	Iteration 34Q: 3 clusters Score -5397098 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5397141.500000 Penalty: 5314.186035
	Iteration 35Q: 3 clusters Score -5397142 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5397164.000000 Penalty: 5314.186035
	Iteration 36Q: 3 clusters Score -5397164 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5397183.000000 Penalty: 5314.186035
	Iteration 37Q: 3 clusters Score -5397183 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5397196.500000 Penalty: 5314.186035
	Iteration 38Q: 3 clusters Score -5397196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5397197.500000 Penalty: 5314.186035
	Iteration 39Q: 3 clusters Score -5397198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5397199.000000 Penalty: 5314.186035
	Iteration 40F: 3 clusters Score -5397199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5397215.000000 Penalty: 5314.186035
	Iteration 41Q: 3 clusters Score -5397215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5397214.500000 Penalty: 5314.186035
	Iteration 42Q: 3 clusters Score -5397214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5397233.500000 Penalty: 5314.186035
	Iteration 43Q: 3 clusters Score -5397234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5397236.500000 Penalty: 5314.186035
	Iteration 44Q: 3 clusters Score -5397236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -5397232.500000 Penalty: 5314.186035
	Iteration 45Q: 3 clusters Score -5397232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5397241.000000 Penalty: 5314.186035
	Iteration 46Q: 3 clusters Score -5397241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5397246.500000 Penalty: 5314.186035
	Iteration 47Q: 3 clusters Score -5397246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5397247.000000 Penalty: 5314.186035
	Iteration 48Q: 3 clusters Score -5397247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5397244.500000 Penalty: 5314.186035
	Iteration 49Q: 3 clusters Score -5397244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5397255.500000 Penalty: 5314.186035
	Iteration 50Q: 3 clusters Score -5397256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5397256.000000 Penalty: 5314.186035
	Iteration 51Q: 3 clusters Score -5397256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5397259.000000 Penalty: 5314.186035
	Iteration 52Q: 3 clusters Score -5397259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5397255.500000 Penalty: 5314.186035
	Iteration 53Q: 3 clusters Score -5397256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5397253.000000 Penalty: 5314.186035
	Iteration 54Q: 3 clusters Score -5397253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5397261.500000 Penalty: 5314.186035
	Iteration 55Q: 3 clusters Score -5397262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5397262.000000 Penalty: 5314.186035
	Iteration 56Q: 3 clusters Score -5397262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5397261.500000 Penalty: 5314.186035
	Iteration 57Q: 3 clusters Score -5397262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5397267.000000 Penalty: 5314.186035
	Iteration 58Q: 3 clusters Score -5397267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5397264.000000 Penalty: 5314.186035
	Iteration 59Q: 3 clusters Score -5397264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5397260.000000 Penalty: 5314.186035
	Iteration 60F: 3 clusters Score -5397260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5397263.000000 Penalty: 5314.186035
	Iteration 61Q: 3 clusters Score -5397263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5397263.000000 Penalty: 5314.186035
	Iteration 62F: 3 clusters Score -5397263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (81381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81381 members 
Entering Unmasked Estep 
Score: -9788552.000000 Penalty: 2804.110596
	Iteration 0F: 2 clusters Score -9788552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -9734063.000000 Penalty: 5608.221191
	Iteration 0F: 3 clusters Score -9734063 nChanged 38228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -9755881.000000 Penalty: 5608.221191
	Iteration 1F: 3 clusters Score -9755881 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -9756473.000000 Penalty: 5608.221191
	Iteration 2Q: 3 clusters Score -9756473 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -9757001.000000 Penalty: 5608.221191
	Iteration 3Q: 3 clusters Score -9757001 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -9757447.000000 Penalty: 5608.221191
	Iteration 4Q: 3 clusters Score -9757447 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -9757975.000000 Penalty: 5608.221191
	Iteration 5Q: 3 clusters Score -9757975 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -9758488.000000 Penalty: 5608.221191
	Iteration 6Q: 3 clusters Score -9758488 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -9759125.000000 Penalty: 5608.221191
	Iteration 7Q: 3 clusters Score -9759125 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -9760006.000000 Penalty: 5608.221191
	Iteration 8Q: 3 clusters Score -9760006 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -9761314.000000 Penalty: 5608.221191
	Iteration 9Q: 3 clusters Score -9761314 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -9763398.000000 Penalty: 5608.221191
	Iteration 10F: 3 clusters Score -9763398 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 58900 members 
Entering Unmasked Estep 
Score: -9766525.000000 Penalty: 5608.221191
	Iteration 11F: 3 clusters Score -9766525 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 64628 members 
Entering Unmasked Estep 
Score: -9770913.000000 Penalty: 5608.221191
	Iteration 12F: 3 clusters Score -9770913 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 70480 members 
Entering Unmasked Estep 
Score: -9776044.000000 Penalty: 5608.221191
	Iteration 13F: 3 clusters Score -9776044 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 75510 members 
Entering Unmasked Estep 
Score: -9780780.000000 Penalty: 5608.221191
	Iteration 14F: 3 clusters Score -9780780 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 78774 members 
Entering Unmasked Estep 
Score: -9783857.000000 Penalty: 5608.221191
	Iteration 15Q: 3 clusters Score -9783857 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 80291 members 
Entering Unmasked Estep 
Score: -9785217.000000 Penalty: 5608.221191
	Iteration 16Q: 3 clusters Score -9785217 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 80821 members 
Entering Unmasked Estep 
Score: -9785715.000000 Penalty: 5608.221191
	Iteration 17Q: 3 clusters Score -9785715 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 80984 members 
Entering Unmasked Estep 
Score: -9785891.000000 Penalty: 5608.221191
	Iteration 18Q: 3 clusters Score -9785891 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 81061 members 
Entering Unmasked Estep 
Score: -9785988.000000 Penalty: 5608.221191
	Iteration 19Q: 3 clusters Score -9785988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 81082 members 
Entering Unmasked Estep 
Score: -9786018.000000 Penalty: 5608.221191
	Iteration 20F: 3 clusters Score -9786018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 81097 members 
Entering Unmasked Estep 
Score: -9786038.000000 Penalty: 5608.221191
	Iteration 21Q: 3 clusters Score -9786038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 81105 members 
Entering Unmasked Estep 
Score: -9786055.000000 Penalty: 5608.221191
	Iteration 22Q: 3 clusters Score -9786055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 81105 members 
Entering Unmasked Estep 
Score: -9786057.000000 Penalty: 5608.221191
	Iteration 23Q: 3 clusters Score -9786057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 81105 members 
Entering Unmasked Estep 
Score: -9786063.000000 Penalty: 5608.221191
	Iteration 24Q: 3 clusters Score -9786063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 81106 members 
Entering Unmasked Estep 
Score: -9786070.000000 Penalty: 5608.221191
	Iteration 25Q: 3 clusters Score -9786070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 81106 members 
Entering Unmasked Estep 
Score: -9786070.000000 Penalty: 5608.221191
	Iteration 26F: 3 clusters Score -9786070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (214051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214051 members 
Entering Unmasked Estep 
Score: -25502008.000000 Penalty: 3043.944580
	Iteration 0F: 2 clusters Score -2.550201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106468 members 
Mstep: Class 2 contains 107583 members 
Entering Unmasked Estep 
Score: -25366454.000000 Penalty: 6087.889160
	Iteration 0F: 3 clusters Score -2.536645e+07 nChanged 103080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98672 members 
Mstep: Class 2 contains 115379 members 
Entering Unmasked Estep 
Score: -25427048.000000 Penalty: 6087.889160
	Iteration 1F: 3 clusters Score -2.542705e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95306 members 
Mstep: Class 2 contains 118745 members 
Entering Unmasked Estep 
Score: -25428458.000000 Penalty: 6087.889160
	Iteration 2Q: 3 clusters Score -2.542846e+07 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90838 members 
Mstep: Class 2 contains 123213 members 
Entering Unmasked Estep 
Score: -25430744.000000 Penalty: 6087.889160
	Iteration 3Q: 3 clusters Score -2.543074e+07 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85482 members 
Mstep: Class 2 contains 128569 members 
Entering Unmasked Estep 
Score: -25434302.000000 Penalty: 6087.889160
	Iteration 4F: 3 clusters Score -2.54343e+07 nChanged 12728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80250 members 
Mstep: Class 2 contains 133801 members 
Entering Unmasked Estep 
Score: -25440504.000000 Penalty: 6087.889160
	Iteration 5F: 3 clusters Score -2.54405e+07 nChanged 14598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77088 members 
Mstep: Class 2 contains 136963 members 
Entering Unmasked Estep 
Score: -25450128.000000 Penalty: 6087.889160
	Iteration 6F: 3 clusters Score -2.545013e+07 nChanged 15256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77612 members 
Mstep: Class 2 contains 136439 members 
Entering Unmasked Estep 
Score: -25460358.000000 Penalty: 6087.889160
	Iteration 7F: 3 clusters Score -2.546036e+07 nChanged 12776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80786 members 
Mstep: Class 2 contains 133265 members 
Entering Unmasked Estep 
Score: -25464970.000000 Penalty: 6087.889160
	Iteration 8F: 3 clusters Score -2.546497e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84497 members 
Mstep: Class 2 contains 129554 members 
Entering Unmasked Estep 
Score: -25466394.000000 Penalty: 6087.889160
	Iteration 9Q: 3 clusters Score -2.546639e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88329 members 
Mstep: Class 2 contains 125722 members 
Entering Unmasked Estep 
Score: -25467208.000000 Penalty: 6087.889160
	Iteration 10Q: 3 clusters Score -2.546721e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92118 members 
Mstep: Class 2 contains 121933 members 
Entering Unmasked Estep 
Score: -25467988.000000 Penalty: 6087.889160
	Iteration 11Q: 3 clusters Score -2.546799e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95716 members 
Mstep: Class 2 contains 118335 members 
Entering Unmasked Estep 
Score: -25469098.000000 Penalty: 6087.889160
	Iteration 12Q: 3 clusters Score -2.54691e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99235 members 
Mstep: Class 2 contains 114816 members 
Entering Unmasked Estep 
Score: -25470282.000000 Penalty: 6087.889160
	Iteration 13Q: 3 clusters Score -2.547028e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103186 members 
Mstep: Class 2 contains 110865 members 
Entering Unmasked Estep 
Score: -25471376.000000 Penalty: 6087.889160
	Iteration 14Q: 3 clusters Score -2.547138e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107322 members 
Mstep: Class 2 contains 106729 members 
Entering Unmasked Estep 
Score: -25472386.000000 Penalty: 6087.889160
	Iteration 15Q: 3 clusters Score -2.547239e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111475 members 
Mstep: Class 2 contains 102576 members 
Entering Unmasked Estep 
Score: -25472904.000000 Penalty: 6087.889160
	Iteration 16Q: 3 clusters Score -2.54729e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115846 members 
Mstep: Class 2 contains 98205 members 
Entering Unmasked Estep 
Score: -25473360.000000 Penalty: 6087.889160
	Iteration 17Q: 3 clusters Score -2.547336e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120467 members 
Mstep: Class 2 contains 93584 members 
Entering Unmasked Estep 
Score: -25473446.000000 Penalty: 6087.889160
	Iteration 18Q: 3 clusters Score -2.547345e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125132 members 
Mstep: Class 2 contains 88919 members 
Entering Unmasked Estep 
Score: -25473710.000000 Penalty: 6087.889160
	Iteration 19Q: 3 clusters Score -2.547371e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130385 members 
Mstep: Class 2 contains 83666 members 
Entering Unmasked Estep 
Score: -25474098.000000 Penalty: 6087.889160
	Iteration 20F: 3 clusters Score -2.54741e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136520 members 
Mstep: Class 2 contains 77531 members 
Entering Unmasked Estep 
Score: -25474692.000000 Penalty: 6087.889160
	Iteration 21Q: 3 clusters Score -2.547469e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143152 members 
Mstep: Class 2 contains 70899 members 
Entering Unmasked Estep 
Score: -25475300.000000 Penalty: 6087.889160
	Iteration 22Q: 3 clusters Score -2.54753e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150218 members 
Mstep: Class 2 contains 63833 members 
Entering Unmasked Estep 
Score: -25475702.000000 Penalty: 6087.889160
	Iteration 23Q: 3 clusters Score -2.54757e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157565 members 
Mstep: Class 2 contains 56486 members 
Entering Unmasked Estep 
Score: -25476604.000000 Penalty: 6087.889160
	Iteration 24Q: 3 clusters Score -2.54766e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164921 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -25477536.000000 Penalty: 6087.889160
	Iteration 25Q: 3 clusters Score -2.547754e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172135 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -25478860.000000 Penalty: 6087.889160
	Iteration 26Q: 3 clusters Score -2.547886e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179248 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -25480640.000000 Penalty: 6087.889160
	Iteration 27Q: 3 clusters Score -2.548064e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186089 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -25482700.000000 Penalty: 6087.889160
	Iteration 28Q: 3 clusters Score -2.54827e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192322 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -25487254.000000 Penalty: 6087.889160
	Iteration 29Q: 3 clusters Score -2.548725e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197554 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -25492078.000000 Penalty: 6087.889160
	Iteration 30Q: 3 clusters Score -2.549208e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201609 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -25495060.000000 Penalty: 6087.889160
	Iteration 31Q: 3 clusters Score -2.549506e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204786 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -25497058.000000 Penalty: 6087.889160
	Iteration 32Q: 3 clusters Score -2.549706e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207233 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -25498408.000000 Penalty: 6087.889160
	Iteration 33Q: 3 clusters Score -2.549841e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209102 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -25499018.000000 Penalty: 6087.889160
	Iteration 34Q: 3 clusters Score -2.549902e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210400 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -25499700.000000 Penalty: 6087.889160
	Iteration 35Q: 3 clusters Score -2.54997e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211271 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -25499724.000000 Penalty: 6087.889160
	Iteration 36Q: 3 clusters Score -2.549972e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211864 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -25499790.000000 Penalty: 6087.889160
	Iteration 37Q: 3 clusters Score -2.549979e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212254 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -25499870.000000 Penalty: 6087.889160
	Iteration 38Q: 3 clusters Score -2.549987e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212516 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -25499874.000000 Penalty: 6087.889160
	Iteration 39Q: 3 clusters Score -2.549987e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212709 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -25499912.000000 Penalty: 6087.889160
	Iteration 40F: 3 clusters Score -2.549991e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212844 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -25499912.000000 Penalty: 6087.889160
	Iteration 41Q: 3 clusters Score -2.549991e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212945 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -25499924.000000 Penalty: 6087.889160
	Iteration 42Q: 3 clusters Score -2.549992e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213025 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -25499892.000000 Penalty: 6087.889160
	Iteration 43Q: 3 clusters Score -2.549989e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213078 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -25499914.000000 Penalty: 6087.889160
	Iteration 44Q: 3 clusters Score -2.549991e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213122 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -25499884.000000 Penalty: 6087.889160
	Iteration 45Q: 3 clusters Score -2.549988e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213150 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -25499888.000000 Penalty: 6087.889160
	Iteration 46Q: 3 clusters Score -2.549989e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213169 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -25499890.000000 Penalty: 6087.889160
	Iteration 47Q: 3 clusters Score -2.549989e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213183 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -25499890.000000 Penalty: 6087.889160
	Iteration 48Q: 3 clusters Score -2.549989e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213197 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -25499894.000000 Penalty: 6087.889160
	Iteration 49Q: 3 clusters Score -2.549989e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213214 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -25499872.000000 Penalty: 6087.889160
	Iteration 50Q: 3 clusters Score -2.549987e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213229 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -25499892.000000 Penalty: 6087.889160
	Iteration 51Q: 3 clusters Score -2.549989e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213237 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -25499872.000000 Penalty: 6087.889160
	Iteration 52Q: 3 clusters Score -2.549987e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213250 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -25499870.000000 Penalty: 6087.889160
	Iteration 53Q: 3 clusters Score -2.549987e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213261 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -25499852.000000 Penalty: 6087.889160
	Iteration 54Q: 3 clusters Score -2.549985e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213274 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -25499878.000000 Penalty: 6087.889160
	Iteration 55Q: 3 clusters Score -2.549988e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213284 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -25499892.000000 Penalty: 6087.889160
	Iteration 56Q: 3 clusters Score -2.549989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213293 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -25499892.000000 Penalty: 6087.889160
	Iteration 57Q: 3 clusters Score -2.549989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213300 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -25499874.000000 Penalty: 6087.889160
	Iteration 58Q: 3 clusters Score -2.549987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213306 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -25499872.000000 Penalty: 6087.889160
	Iteration 59Q: 3 clusters Score -2.549987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213309 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -25499874.000000 Penalty: 6087.889160
	Iteration 60F: 3 clusters Score -2.549987e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213310 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -25499868.000000 Penalty: 6087.889160
	Iteration 61Q: 3 clusters Score -2.549987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213314 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -25499890.000000 Penalty: 6087.889160
	Iteration 62Q: 3 clusters Score -2.549989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213316 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -25499882.000000 Penalty: 6087.889160
	Iteration 63Q: 3 clusters Score -2.549988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213318 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -25499904.000000 Penalty: 6087.889160
	Iteration 64Q: 3 clusters Score -2.54999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213320 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -25499882.000000 Penalty: 6087.889160
	Iteration 65Q: 3 clusters Score -2.549988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213322 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -25499886.000000 Penalty: 6087.889160
	Iteration 66Q: 3 clusters Score -2.549989e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213322 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -25499886.000000 Penalty: 6087.889160
	Iteration 67F: 3 clusters Score -2.549989e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (155567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155567 members 
Entering Unmasked Estep 
Score: -18561528.000000 Penalty: 2964.798340
	Iteration 0F: 2 clusters Score -1.856153e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77556 members 
Mstep: Class 2 contains 78011 members 
Entering Unmasked Estep 
Score: -18458112.000000 Penalty: 5929.596680
	Iteration 0F: 3 clusters Score -1.845811e+07 nChanged 74476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74800 members 
Mstep: Class 2 contains 80767 members 
Entering Unmasked Estep 
Score: -18501950.000000 Penalty: 5929.596680
	Iteration 1F: 3 clusters Score -1.850195e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72659 members 
Mstep: Class 2 contains 82908 members 
Entering Unmasked Estep 
Score: -18503468.000000 Penalty: 5929.596680
	Iteration 2Q: 3 clusters Score -1.850347e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69361 members 
Mstep: Class 2 contains 86206 members 
Entering Unmasked Estep 
Score: -18505398.000000 Penalty: 5929.596680
	Iteration 3Q: 3 clusters Score -1.85054e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64433 members 
Mstep: Class 2 contains 91134 members 
Entering Unmasked Estep 
Score: -18508602.000000 Penalty: 5929.596680
	Iteration 4Q: 3 clusters Score -1.85086e+07 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57176 members 
Mstep: Class 2 contains 98391 members 
Entering Unmasked Estep 
Score: -18514140.000000 Penalty: 5929.596680
	Iteration 5F: 3 clusters Score -1.851414e+07 nChanged 11485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47573 members 
Mstep: Class 2 contains 107994 members 
Entering Unmasked Estep 
Score: -18522604.000000 Penalty: 5929.596680
	Iteration 6F: 3 clusters Score -1.85226e+07 nChanged 12504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 118976 members 
Entering Unmasked Estep 
Score: -18533682.000000 Penalty: 5929.596680
	Iteration 7F: 3 clusters Score -1.853368e+07 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 128366 members 
Entering Unmasked Estep 
Score: -18543620.000000 Penalty: 5929.596680
	Iteration 8F: 3 clusters Score -1.854362e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 134364 members 
Entering Unmasked Estep 
Score: -18550726.000000 Penalty: 5929.596680
	Iteration 9Q: 3 clusters Score -1.855073e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 137567 members 
Entering Unmasked Estep 
Score: -18554374.000000 Penalty: 5929.596680
	Iteration 10Q: 3 clusters Score -1.855437e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 139616 members 
Entering Unmasked Estep 
Score: -18555972.000000 Penalty: 5929.596680
	Iteration 11Q: 3 clusters Score -1.855597e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 141181 members 
Entering Unmasked Estep 
Score: -18556878.000000 Penalty: 5929.596680
	Iteration 12Q: 3 clusters Score -1.855688e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 142449 members 
Entering Unmasked Estep 
Score: -18557374.000000 Penalty: 5929.596680
	Iteration 13Q: 3 clusters Score -1.855737e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 143465 members 
Entering Unmasked Estep 
Score: -18557862.000000 Penalty: 5929.596680
	Iteration 14Q: 3 clusters Score -1.855786e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 144343 members 
Entering Unmasked Estep 
Score: -18558204.000000 Penalty: 5929.596680
	Iteration 15Q: 3 clusters Score -1.85582e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 145143 members 
Entering Unmasked Estep 
Score: -18558490.000000 Penalty: 5929.596680
	Iteration 16Q: 3 clusters Score -1.855849e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 145842 members 
Entering Unmasked Estep 
Score: -18558720.000000 Penalty: 5929.596680
	Iteration 17Q: 3 clusters Score -1.855872e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 146459 members 
Entering Unmasked Estep 
Score: -18558844.000000 Penalty: 5929.596680
	Iteration 18Q: 3 clusters Score -1.855884e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 146972 members 
Entering Unmasked Estep 
Score: -18558946.000000 Penalty: 5929.596680
	Iteration 19Q: 3 clusters Score -1.855895e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 147503 members 
Entering Unmasked Estep 
Score: -18559006.000000 Penalty: 5929.596680
	Iteration 20F: 3 clusters Score -1.855901e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 147969 members 
Entering Unmasked Estep 
Score: -18559042.000000 Penalty: 5929.596680
	Iteration 21Q: 3 clusters Score -1.855904e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 148425 members 
Entering Unmasked Estep 
Score: -18559088.000000 Penalty: 5929.596680
	Iteration 22Q: 3 clusters Score -1.855909e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 148824 members 
Entering Unmasked Estep 
Score: -18559110.000000 Penalty: 5929.596680
	Iteration 23Q: 3 clusters Score -1.855911e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 149209 members 
Entering Unmasked Estep 
Score: -18559206.000000 Penalty: 5929.596680
	Iteration 24Q: 3 clusters Score -1.855921e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 149543 members 
Entering Unmasked Estep 
Score: -18559236.000000 Penalty: 5929.596680
	Iteration 25Q: 3 clusters Score -1.855924e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 149865 members 
Entering Unmasked Estep 
Score: -18559336.000000 Penalty: 5929.596680
	Iteration 26Q: 3 clusters Score -1.855934e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 150160 members 
Entering Unmasked Estep 
Score: -18559378.000000 Penalty: 5929.596680
	Iteration 27Q: 3 clusters Score -1.855938e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 150434 members 
Entering Unmasked Estep 
Score: -18559440.000000 Penalty: 5929.596680
	Iteration 28Q: 3 clusters Score -1.855944e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 150703 members 
Entering Unmasked Estep 
Score: -18559502.000000 Penalty: 5929.596680
	Iteration 29Q: 3 clusters Score -1.85595e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 150933 members 
Entering Unmasked Estep 
Score: -18559564.000000 Penalty: 5929.596680
	Iteration 30Q: 3 clusters Score -1.855956e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 151135 members 
Entering Unmasked Estep 
Score: -18559614.000000 Penalty: 5929.596680
	Iteration 31Q: 3 clusters Score -1.855961e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 151311 members 
Entering Unmasked Estep 
Score: -18559664.000000 Penalty: 5929.596680
	Iteration 32Q: 3 clusters Score -1.855966e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 151467 members 
Entering Unmasked Estep 
Score: -18559694.000000 Penalty: 5929.596680
	Iteration 33Q: 3 clusters Score -1.855969e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 151623 members 
Entering Unmasked Estep 
Score: -18559742.000000 Penalty: 5929.596680
	Iteration 34Q: 3 clusters Score -1.855974e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 151750 members 
Entering Unmasked Estep 
Score: -18559760.000000 Penalty: 5929.596680
	Iteration 35Q: 3 clusters Score -1.855976e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 151876 members 
Entering Unmasked Estep 
Score: -18559786.000000 Penalty: 5929.596680
	Iteration 36Q: 3 clusters Score -1.855979e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 151987 members 
Entering Unmasked Estep 
Score: -18559812.000000 Penalty: 5929.596680
	Iteration 37Q: 3 clusters Score -1.855981e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 152087 members 
Entering Unmasked Estep 
Score: -18559832.000000 Penalty: 5929.596680
	Iteration 38Q: 3 clusters Score -1.855983e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 152174 members 
Entering Unmasked Estep 
Score: -18559816.000000 Penalty: 5929.596680
	Iteration 39Q: 3 clusters Score -1.855982e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 152249 members 
Entering Unmasked Estep 
Score: -18559820.000000 Penalty: 5929.596680
	Iteration 40F: 3 clusters Score -1.855982e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 152315 members 
Entering Unmasked Estep 
Score: -18559818.000000 Penalty: 5929.596680
	Iteration 41Q: 3 clusters Score -1.855982e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 152372 members 
Entering Unmasked Estep 
Score: -18559838.000000 Penalty: 5929.596680
	Iteration 42Q: 3 clusters Score -1.855984e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 152429 members 
Entering Unmasked Estep 
Score: -18559822.000000 Penalty: 5929.596680
	Iteration 43Q: 3 clusters Score -1.855982e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 152480 members 
Entering Unmasked Estep 
Score: -18559822.000000 Penalty: 5929.596680
	Iteration 44Q: 3 clusters Score -1.855982e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 152515 members 
Entering Unmasked Estep 
Score: -18559816.000000 Penalty: 5929.596680
	Iteration 45Q: 3 clusters Score -1.855982e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 152555 members 
Entering Unmasked Estep 
Score: -18559814.000000 Penalty: 5929.596680
	Iteration 46Q: 3 clusters Score -1.855981e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 152601 members 
Entering Unmasked Estep 
Score: -18559810.000000 Penalty: 5929.596680
	Iteration 47Q: 3 clusters Score -1.855981e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 152629 members 
Entering Unmasked Estep 
Score: -18559830.000000 Penalty: 5929.596680
	Iteration 48Q: 3 clusters Score -1.855983e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 152656 members 
Entering Unmasked Estep 
Score: -18559824.000000 Penalty: 5929.596680
	Iteration 49Q: 3 clusters Score -1.855982e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 152681 members 
Entering Unmasked Estep 
Score: -18559842.000000 Penalty: 5929.596680
	Iteration 50Q: 3 clusters Score -1.855984e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 152705 members 
Entering Unmasked Estep 
Score: -18559848.000000 Penalty: 5929.596680
	Iteration 51Q: 3 clusters Score -1.855985e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 152726 members 
Entering Unmasked Estep 
Score: -18559858.000000 Penalty: 5929.596680
	Iteration 52Q: 3 clusters Score -1.855986e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 152744 members 
Entering Unmasked Estep 
Score: -18559838.000000 Penalty: 5929.596680
	Iteration 53Q: 3 clusters Score -1.855984e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 152762 members 
Entering Unmasked Estep 
Score: -18559822.000000 Penalty: 5929.596680
	Iteration 54Q: 3 clusters Score -1.855982e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 152781 members 
Entering Unmasked Estep 
Score: -18559818.000000 Penalty: 5929.596680
	Iteration 55Q: 3 clusters Score -1.855982e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 152802 members 
Entering Unmasked Estep 
Score: -18559830.000000 Penalty: 5929.596680
	Iteration 56Q: 3 clusters Score -1.855983e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 152822 members 
Entering Unmasked Estep 
Score: -18559814.000000 Penalty: 5929.596680
	Iteration 57Q: 3 clusters Score -1.855981e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 152842 members 
Entering Unmasked Estep 
Score: -18559818.000000 Penalty: 5929.596680
	Iteration 58Q: 3 clusters Score -1.855982e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 152873 members 
Entering Unmasked Estep 
Score: -18559816.000000 Penalty: 5929.596680
	Iteration 59Q: 3 clusters Score -1.855982e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 152901 members 
Entering Unmasked Estep 
Score: -18559846.000000 Penalty: 5929.596680
	Iteration 60F: 3 clusters Score -1.855985e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 152922 members 
Entering Unmasked Estep 
Score: -18559838.000000 Penalty: 5929.596680
	Iteration 61Q: 3 clusters Score -1.855984e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 152941 members 
Entering Unmasked Estep 
Score: -18559856.000000 Penalty: 5929.596680
	Iteration 62Q: 3 clusters Score -1.855986e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 152954 members 
Entering Unmasked Estep 
Score: -18559850.000000 Penalty: 5929.596680
	Iteration 63Q: 3 clusters Score -1.855985e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 152967 members 
Entering Unmasked Estep 
Score: -18559842.000000 Penalty: 5929.596680
	Iteration 64Q: 3 clusters Score -1.855984e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 152982 members 
Entering Unmasked Estep 
Score: -18559844.000000 Penalty: 5929.596680
	Iteration 65Q: 3 clusters Score -1.855984e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 152991 members 
Entering Unmasked Estep 
Score: -18559842.000000 Penalty: 5929.596680
	Iteration 66Q: 3 clusters Score -1.855984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 152999 members 
Entering Unmasked Estep 
Score: -18559844.000000 Penalty: 5929.596680
	Iteration 67Q: 3 clusters Score -1.855984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 153004 members 
Entering Unmasked Estep 
Score: -18559832.000000 Penalty: 5929.596680
	Iteration 68Q: 3 clusters Score -1.855983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 153008 members 
Entering Unmasked Estep 
Score: -18559830.000000 Penalty: 5929.596680
	Iteration 69Q: 3 clusters Score -1.855983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 153010 members 
Entering Unmasked Estep 
Score: -18559826.000000 Penalty: 5929.596680
	Iteration 70Q: 3 clusters Score -1.855983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 153009 members 
Entering Unmasked Estep 
Score: -18559832.000000 Penalty: 5929.596680
	Iteration 71Q: 3 clusters Score -1.855983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 153009 members 
Entering Unmasked Estep 
Score: -18559832.000000 Penalty: 5929.596680
	Iteration 72F: 3 clusters Score -1.855983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 18486 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46676 members 
Mstep: Class 7 contains 6159 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5822 members 
Mstep: Class 12 contains 6519 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14665 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26195 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 44985 members 
Mstep: Class 20 contains 81381 members 
Mstep: Class 22 contains 214051 members 
Mstep: Class 23 contains 155567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048320.000000 Penalty: 73299.523438
Iteration 159Q: 23 clusters Score -8.004832e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 18489 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46682 members 
Mstep: Class 7 contains 6158 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5823 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14665 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26197 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11522 members 
Mstep: Class 19 contains 44972 members 
Mstep: Class 20 contains 81377 members 
Mstep: Class 22 contains 214060 members 
Mstep: Class 23 contains 155574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048360.000000 Penalty: 73299.523438
Iteration 160F: 23 clusters Score -8.004836e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 18490 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46688 members 
Mstep: Class 7 contains 6158 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5823 members 
Mstep: Class 12 contains 6507 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14665 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26198 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11522 members 
Mstep: Class 19 contains 44961 members 
Mstep: Class 20 contains 81371 members 
Mstep: Class 22 contains 214066 members 
Mstep: Class 23 contains 155582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048320.000000 Penalty: 73299.523438
Iteration 161Q: 23 clusters Score -8.004832e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 18488 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46698 members 
Mstep: Class 7 contains 6157 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5823 members 
Mstep: Class 12 contains 6502 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14665 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26198 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 44950 members 
Mstep: Class 20 contains 81373 members 
Mstep: Class 22 contains 214069 members 
Mstep: Class 23 contains 155587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048400.000000 Penalty: 73299.523438
Iteration 162Q: 23 clusters Score -8.00484e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 18488 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46708 members 
Mstep: Class 7 contains 6158 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5824 members 
Mstep: Class 12 contains 6496 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26202 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11523 members 
Mstep: Class 19 contains 44937 members 
Mstep: Class 20 contains 81365 members 
Mstep: Class 22 contains 214075 members 
Mstep: Class 23 contains 155590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048384.000000 Penalty: 73299.523438
Iteration 163Q: 23 clusters Score -8.004838e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 18487 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46717 members 
Mstep: Class 7 contains 6158 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5825 members 
Mstep: Class 12 contains 6490 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26205 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11525 members 
Mstep: Class 19 contains 44922 members 
Mstep: Class 20 contains 81360 members 
Mstep: Class 22 contains 214081 members 
Mstep: Class 23 contains 155597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048360.000000 Penalty: 73299.523438
Iteration 164Q: 23 clusters Score -8.004836e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 18487 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46723 members 
Mstep: Class 7 contains 6158 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5826 members 
Mstep: Class 12 contains 6488 members 
Mstep: Class 13 contains 1477 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26206 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11522 members 
Mstep: Class 19 contains 44905 members 
Mstep: Class 20 contains 81355 members 
Mstep: Class 22 contains 214093 members 
Mstep: Class 23 contains 155603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048408.000000 Penalty: 73299.523438
Iteration 165Q: 23 clusters Score -8.004841e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 18487 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46733 members 
Mstep: Class 7 contains 6158 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5826 members 
Mstep: Class 12 contains 6484 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26207 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11517 members 
Mstep: Class 19 contains 44893 members 
Mstep: Class 20 contains 81361 members 
Mstep: Class 22 contains 214100 members 
Mstep: Class 23 contains 155599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048352.000000 Penalty: 73299.523438
Iteration 166Q: 23 clusters Score -8.004835e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 18482 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46735 members 
Mstep: Class 7 contains 6158 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5829 members 
Mstep: Class 12 contains 6481 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26209 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11520 members 
Mstep: Class 19 contains 44881 members 
Mstep: Class 20 contains 81361 members 
Mstep: Class 22 contains 214101 members 
Mstep: Class 23 contains 155607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048288.000000 Penalty: 73299.523438
Iteration 167Q: 23 clusters Score -8.004829e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 18482 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46739 members 
Mstep: Class 7 contains 6158 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5833 members 
Mstep: Class 12 contains 6476 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26208 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11518 members 
Mstep: Class 19 contains 44871 members 
Mstep: Class 20 contains 81358 members 
Mstep: Class 22 contains 214089 members 
Mstep: Class 23 contains 155632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048296.000000 Penalty: 73299.523438
Iteration 168Q: 23 clusters Score -8.00483e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 18482 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46744 members 
Mstep: Class 7 contains 6158 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5837 members 
Mstep: Class 12 contains 6471 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14665 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26209 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11516 members 
Mstep: Class 19 contains 44862 members 
Mstep: Class 20 contains 81355 members 
Mstep: Class 22 contains 214085 members 
Mstep: Class 23 contains 155644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048352.000000 Penalty: 73299.523438
Iteration 169Q: 23 clusters Score -8.004835e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 18484 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 46754 members 
Mstep: Class 7 contains 6158 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5840 members 
Mstep: Class 12 contains 6470 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14664 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26206 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11514 members 
Mstep: Class 19 contains 44861 members 
Mstep: Class 20 contains 81342 members 
Mstep: Class 22 contains 214066 members 
Mstep: Class 23 contains 155667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048424.000000 Penalty: 73299.523438
Iteration 170Q: 23 clusters Score -8.004842e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 18487 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 46762 members 
Mstep: Class 7 contains 6158 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5843 members 
Mstep: Class 12 contains 6469 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14664 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26199 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11511 members 
Mstep: Class 19 contains 44856 members 
Mstep: Class 20 contains 81340 members 
Mstep: Class 22 contains 214053 members 
Mstep: Class 23 contains 155681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048408.000000 Penalty: 73299.523438
Iteration 171Q: 23 clusters Score -8.004841e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 18488 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2349 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 46763 members 
Mstep: Class 7 contains 6156 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6468 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14663 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26196 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11510 members 
Mstep: Class 19 contains 44851 members 
Mstep: Class 20 contains 81332 members 
Mstep: Class 22 contains 214038 members 
Mstep: Class 23 contains 155709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048408.000000 Penalty: 73299.523438
Iteration 172Q: 23 clusters Score -8.004841e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 18487 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2349 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 46764 members 
Mstep: Class 7 contains 6157 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 6467 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14662 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26192 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11507 members 
Mstep: Class 19 contains 44845 members 
Mstep: Class 20 contains 81333 members 
Mstep: Class 22 contains 214018 members 
Mstep: Class 23 contains 155734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048480.000000 Penalty: 73299.523438
Iteration 173Q: 23 clusters Score -8.004848e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 18487 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 46768 members 
Mstep: Class 7 contains 6157 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6465 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26193 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11505 members 
Mstep: Class 19 contains 44835 members 
Mstep: Class 20 contains 81337 members 
Mstep: Class 22 contains 213995 members 
Mstep: Class 23 contains 155761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048528.000000 Penalty: 73299.523438
Iteration 174Q: 23 clusters Score -8.004853e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 18487 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 46770 members 
Mstep: Class 7 contains 6155 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 1733 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6463 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26193 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11500 members 
Mstep: Class 19 contains 44825 members 
Mstep: Class 20 contains 81334 members 
Mstep: Class 22 contains 213988 members 
Mstep: Class 23 contains 155789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048448.000000 Penalty: 73299.523438
Iteration 175Q: 23 clusters Score -8.004845e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 18483 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 46775 members 
Mstep: Class 7 contains 6153 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1733 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6460 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26193 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11498 members 
Mstep: Class 19 contains 44819 members 
Mstep: Class 20 contains 81329 members 
Mstep: Class 22 contains 213976 members 
Mstep: Class 23 contains 155816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048464.000000 Penalty: 73299.523438
Iteration 176Q: 23 clusters Score -8.004846e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 18480 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 3825 members 
Mstep: Class 6 contains 46781 members 
Mstep: Class 7 contains 6150 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1733 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26191 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11497 members 
Mstep: Class 19 contains 44815 members 
Mstep: Class 20 contains 81331 members 
Mstep: Class 22 contains 213956 members 
Mstep: Class 23 contains 155846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048496.000000 Penalty: 73299.523438
Iteration 177Q: 23 clusters Score -8.00485e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 18478 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 3825 members 
Mstep: Class 6 contains 46789 members 
Mstep: Class 7 contains 6150 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1733 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6455 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26193 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11496 members 
Mstep: Class 19 contains 44798 members 
Mstep: Class 20 contains 81335 members 
Mstep: Class 22 contains 213939 members 
Mstep: Class 23 contains 155871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048456.000000 Penalty: 73299.523438
Iteration 178Q: 23 clusters Score -8.004846e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 18477 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 3825 members 
Mstep: Class 6 contains 46801 members 
Mstep: Class 7 contains 6150 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 1733 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6454 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26193 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11493 members 
Mstep: Class 19 contains 44789 members 
Mstep: Class 20 contains 81337 members 
Mstep: Class 22 contains 213925 members 
Mstep: Class 23 contains 155883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048424.000000 Penalty: 73299.523438
Iteration 179Q: 23 clusters Score -8.004842e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 18476 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 3825 members 
Mstep: Class 6 contains 46805 members 
Mstep: Class 7 contains 6150 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 1733 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6454 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26193 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11487 members 
Mstep: Class 19 contains 44777 members 
Mstep: Class 20 contains 81343 members 
Mstep: Class 22 contains 213917 members 
Mstep: Class 23 contains 155901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048496.000000 Penalty: 73299.523438
Iteration 180F: 23 clusters Score -8.00485e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 18475 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 3825 members 
Mstep: Class 6 contains 46817 members 
Mstep: Class 7 contains 6150 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1733 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6454 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26194 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11488 members 
Mstep: Class 19 contains 44766 members 
Mstep: Class 20 contains 81337 members 
Mstep: Class 22 contains 213899 members 
Mstep: Class 23 contains 155921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048432.000000 Penalty: 73299.523438
Iteration 181Q: 23 clusters Score -8.004843e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 18473 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 3825 members 
Mstep: Class 6 contains 46822 members 
Mstep: Class 7 contains 6149 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1733 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6451 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26194 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 44751 members 
Mstep: Class 20 contains 81334 members 
Mstep: Class 22 contains 213887 members 
Mstep: Class 23 contains 155947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048456.000000 Penalty: 73299.523438
Iteration 182Q: 23 clusters Score -8.004846e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 18468 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 3825 members 
Mstep: Class 6 contains 46827 members 
Mstep: Class 7 contains 6149 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1733 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5848 members 
Mstep: Class 12 contains 6447 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26198 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11493 members 
Mstep: Class 19 contains 44736 members 
Mstep: Class 20 contains 81332 members 
Mstep: Class 22 contains 213869 members 
Mstep: Class 23 contains 155977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048456.000000 Penalty: 73299.523438
Iteration 183Q: 23 clusters Score -8.004846e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 18459 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 4 contains 2349 members 
Mstep: Class 5 contains 3826 members 
Mstep: Class 6 contains 46828 members 
Mstep: Class 7 contains 6149 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5848 members 
Mstep: Class 12 contains 6446 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26198 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11494 members 
Mstep: Class 19 contains 44712 members 
Mstep: Class 20 contains 81332 members 
Mstep: Class 22 contains 213860 members 
Mstep: Class 23 contains 156015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048472.000000 Penalty: 73299.523438
Iteration 184Q: 23 clusters Score -8.004847e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 18459 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 4 contains 2349 members 
Mstep: Class 5 contains 3826 members 
Mstep: Class 6 contains 46832 members 
Mstep: Class 7 contains 6149 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5848 members 
Mstep: Class 12 contains 6446 members 
Mstep: Class 13 contains 1478 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26198 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11494 members 
Mstep: Class 19 contains 44696 members 
Mstep: Class 20 contains 81321 members 
Mstep: Class 22 contains 213849 members 
Mstep: Class 23 contains 156047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048512.000000 Penalty: 73299.523438
Iteration 185Q: 23 clusters Score -8.004851e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 18454 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 4 contains 2350 members 
Mstep: Class 5 contains 3826 members 
Mstep: Class 6 contains 46838 members 
Mstep: Class 7 contains 6149 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5848 members 
Mstep: Class 12 contains 6444 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26200 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 44681 members 
Mstep: Class 20 contains 81319 members 
Mstep: Class 22 contains 213833 members 
Mstep: Class 23 contains 156070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048528.000000 Penalty: 73299.523438
Iteration 186Q: 23 clusters Score -8.004853e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 18450 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 4 contains 2350 members 
Mstep: Class 5 contains 3826 members 
Mstep: Class 6 contains 46842 members 
Mstep: Class 7 contains 6147 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5848 members 
Mstep: Class 12 contains 6444 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26202 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11496 members 
Mstep: Class 19 contains 44658 members 
Mstep: Class 20 contains 81317 members 
Mstep: Class 22 contains 213827 members 
Mstep: Class 23 contains 156096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048400.000000 Penalty: 73299.523438
Iteration 187Q: 23 clusters Score -8.00484e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 18448 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3826 members 
Mstep: Class 6 contains 46846 members 
Mstep: Class 7 contains 6147 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5848 members 
Mstep: Class 12 contains 6444 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14658 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26202 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11496 members 
Mstep: Class 19 contains 44647 members 
Mstep: Class 20 contains 81321 members 
Mstep: Class 22 contains 213812 members 
Mstep: Class 23 contains 156116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048440.000000 Penalty: 73299.523438
Iteration 188Q: 23 clusters Score -8.004844e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 18445 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3826 members 
Mstep: Class 6 contains 46852 members 
Mstep: Class 7 contains 6147 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5848 members 
Mstep: Class 12 contains 6444 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14657 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26202 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11496 members 
Mstep: Class 19 contains 44639 members 
Mstep: Class 20 contains 81322 members 
Mstep: Class 22 contains 213798 members 
Mstep: Class 23 contains 156134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048496.000000 Penalty: 73299.523438
Iteration 189Q: 23 clusters Score -8.00485e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 18440 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3826 members 
Mstep: Class 6 contains 46856 members 
Mstep: Class 7 contains 6147 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5848 members 
Mstep: Class 12 contains 6441 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14657 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26201 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11496 members 
Mstep: Class 19 contains 44636 members 
Mstep: Class 20 contains 81323 members 
Mstep: Class 22 contains 213790 members 
Mstep: Class 23 contains 156149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048568.000000 Penalty: 73299.523438
Iteration 190Q: 23 clusters Score -8.004857e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 18435 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3826 members 
Mstep: Class 6 contains 46859 members 
Mstep: Class 7 contains 6147 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5848 members 
Mstep: Class 12 contains 6440 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14657 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26198 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 44632 members 
Mstep: Class 20 contains 81320 members 
Mstep: Class 22 contains 213784 members 
Mstep: Class 23 contains 156169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048624.000000 Penalty: 73299.523438
Iteration 191Q: 23 clusters Score -8.004862e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 18431 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3826 members 
Mstep: Class 6 contains 46860 members 
Mstep: Class 7 contains 6148 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5848 members 
Mstep: Class 12 contains 6440 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14657 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26195 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11494 members 
Mstep: Class 19 contains 44629 members 
Mstep: Class 20 contains 81319 members 
Mstep: Class 22 contains 213773 members 
Mstep: Class 23 contains 156192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048680.000000 Penalty: 73299.523438
Iteration 192Q: 23 clusters Score -8.004868e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 18427 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3826 members 
Mstep: Class 6 contains 46863 members 
Mstep: Class 7 contains 6147 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5848 members 
Mstep: Class 12 contains 6439 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14657 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26194 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 44622 members 
Mstep: Class 20 contains 81323 members 
Mstep: Class 22 contains 213765 members 
Mstep: Class 23 contains 156204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048664.000000 Penalty: 73299.523438
Iteration 193Q: 23 clusters Score -8.004866e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 18423 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 46862 members 
Mstep: Class 7 contains 6147 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5848 members 
Mstep: Class 12 contains 6438 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14657 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26196 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11496 members 
Mstep: Class 19 contains 44617 members 
Mstep: Class 20 contains 81321 members 
Mstep: Class 22 contains 213757 members 
Mstep: Class 23 contains 156221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048616.000000 Penalty: 73299.523438
Iteration 194Q: 23 clusters Score -8.004862e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 18423 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 46862 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5848 members 
Mstep: Class 12 contains 6439 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14657 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26194 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11497 members 
Mstep: Class 19 contains 44607 members 
Mstep: Class 20 contains 81318 members 
Mstep: Class 22 contains 213759 members 
Mstep: Class 23 contains 156231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048600.000000 Penalty: 73299.523438
Iteration 195Q: 23 clusters Score -8.00486e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 18417 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 46863 members 
Mstep: Class 7 contains 6147 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5848 members 
Mstep: Class 12 contains 6438 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14657 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26191 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11498 members 
Mstep: Class 19 contains 44598 members 
Mstep: Class 20 contains 81317 members 
Mstep: Class 22 contains 213761 members 
Mstep: Class 23 contains 156243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048680.000000 Penalty: 73299.523438
Iteration 196Q: 23 clusters Score -8.004868e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 18416 members 
Mstep: Class 3 contains 4417 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 46863 members 
Mstep: Class 7 contains 6147 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5848 members 
Mstep: Class 12 contains 6436 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14657 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 26188 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11497 members 
Mstep: Class 19 contains 44590 members 
Mstep: Class 20 contains 81313 members 
Mstep: Class 22 contains 213769 members 
Mstep: Class 23 contains 156254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048632.000000 Penalty: 73299.523438
Iteration 197Q: 23 clusters Score -8.004863e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 18415 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 46863 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5848 members 
Mstep: Class 12 contains 6433 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26186 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11497 members 
Mstep: Class 19 contains 44587 members 
Mstep: Class 20 contains 81308 members 
Mstep: Class 22 contains 213771 members 
Mstep: Class 23 contains 156263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048608.000000 Penalty: 73299.523438
Iteration 198Q: 23 clusters Score -8.004861e+07 nChanged 67
Entering ConstructFrom: 
Score: -80048608.000000 Penalty: 73299.523438
Entering ConstructFrom: 
Trying to split cluster 1 (31130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Entering Unmasked Estep 
Score: -3757932.250000 Penalty: 2565.790039
	Iteration 0F: 2 clusters Score -3757932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -3736734.250000 Penalty: 5131.580078
	Iteration 0F: 3 clusters Score -3736734 nChanged 13945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -3744542.250000 Penalty: 5131.580078
	Iteration 1F: 3 clusters Score -3744542 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -3745418.250000 Penalty: 5131.580078
	Iteration 2F: 3 clusters Score -3745418 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -3746613.750000 Penalty: 5131.580078
	Iteration 3F: 3 clusters Score -3746614 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -3748294.500000 Penalty: 5131.580078
	Iteration 4F: 3 clusters Score -3748294 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -3750522.500000 Penalty: 5131.580078
	Iteration 5F: 3 clusters Score -3750522 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -3752840.250000 Penalty: 5131.580078
	Iteration 6F: 3 clusters Score -3752840 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -3754706.000000 Penalty: 5131.580078
	Iteration 7F: 3 clusters Score -3754706 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -3755574.500000 Penalty: 5131.580078
	Iteration 8Q: 3 clusters Score -3755574 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -3755940.750000 Penalty: 5131.580078
	Iteration 9Q: 3 clusters Score -3755941 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3756129.750000 Penalty: 5131.580078
	Iteration 10Q: 3 clusters Score -3756130 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -3756230.250000 Penalty: 5131.580078
	Iteration 11Q: 3 clusters Score -3756230 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -3756311.750000 Penalty: 5131.580078
	Iteration 12Q: 3 clusters Score -3756312 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -3756364.000000 Penalty: 5131.580078
	Iteration 13Q: 3 clusters Score -3756364 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -3756422.000000 Penalty: 5131.580078
	Iteration 14Q: 3 clusters Score -3756422 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -3756453.750000 Penalty: 5131.580078
	Iteration 15Q: 3 clusters Score -3756454 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -3756474.500000 Penalty: 5131.580078
	Iteration 16Q: 3 clusters Score -3756474 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -3756500.250000 Penalty: 5131.580078
	Iteration 17Q: 3 clusters Score -3756500 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -3756526.500000 Penalty: 5131.580078
	Iteration 18Q: 3 clusters Score -3756526 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -3756528.000000 Penalty: 5131.580078
	Iteration 19Q: 3 clusters Score -3756528 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -3756533.500000 Penalty: 5131.580078
	Iteration 20F: 3 clusters Score -3756534 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -3756554.000000 Penalty: 5131.580078
	Iteration 21Q: 3 clusters Score -3756554 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -3756570.000000 Penalty: 5131.580078
	Iteration 22Q: 3 clusters Score -3756570 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -3756580.250000 Penalty: 5131.580078
	Iteration 23Q: 3 clusters Score -3756580 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -3756593.750000 Penalty: 5131.580078
	Iteration 24Q: 3 clusters Score -3756594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -3756591.000000 Penalty: 5131.580078
	Iteration 25Q: 3 clusters Score -3756591 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -3756601.250000 Penalty: 5131.580078
	Iteration 26Q: 3 clusters Score -3756601 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -3756604.750000 Penalty: 5131.580078
	Iteration 27Q: 3 clusters Score -3756605 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -3756613.250000 Penalty: 5131.580078
	Iteration 28Q: 3 clusters Score -3756613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -3756616.250000 Penalty: 5131.580078
	Iteration 29Q: 3 clusters Score -3756616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -3756623.000000 Penalty: 5131.580078
	Iteration 30Q: 3 clusters Score -3756623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -3756627.750000 Penalty: 5131.580078
	Iteration 31Q: 3 clusters Score -3756628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -3756618.750000 Penalty: 5131.580078
	Iteration 32Q: 3 clusters Score -3756619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -3756622.750000 Penalty: 5131.580078
	Iteration 33Q: 3 clusters Score -3756623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -3756621.500000 Penalty: 5131.580078
	Iteration 34Q: 3 clusters Score -3756622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -3756620.250000 Penalty: 5131.580078
	Iteration 35Q: 3 clusters Score -3756620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -3756622.250000 Penalty: 5131.580078
	Iteration 36Q: 3 clusters Score -3756622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -3756625.750000 Penalty: 5131.580078
	Iteration 37Q: 3 clusters Score -3756626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -3756618.250000 Penalty: 5131.580078
	Iteration 38Q: 3 clusters Score -3756618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -3756626.000000 Penalty: 5131.580078
	Iteration 39Q: 3 clusters Score -3756626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -3756629.500000 Penalty: 5131.580078
	Iteration 40F: 3 clusters Score -3756630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -3756621.500000 Penalty: 5131.580078
	Iteration 41Q: 3 clusters Score -3756622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -3756624.250000 Penalty: 5131.580078
	Iteration 42Q: 3 clusters Score -3756624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -3756626.500000 Penalty: 5131.580078
	Iteration 43Q: 3 clusters Score -3756626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -3756627.750000 Penalty: 5131.580078
	Iteration 44Q: 3 clusters Score -3756628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -3756624.250000 Penalty: 5131.580078
	Iteration 45Q: 3 clusters Score -3756624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -3756624.500000 Penalty: 5131.580078
	Iteration 46Q: 3 clusters Score -3756624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -3756628.250000 Penalty: 5131.580078
	Iteration 47Q: 3 clusters Score -3756628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -3756626.000000 Penalty: 5131.580078
	Iteration 48Q: 3 clusters Score -3756626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -3756629.750000 Penalty: 5131.580078
	Iteration 49Q: 3 clusters Score -3756630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -3756632.000000 Penalty: 5131.580078
	Iteration 50Q: 3 clusters Score -3756632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -3756634.250000 Penalty: 5131.580078
	Iteration 51Q: 3 clusters Score -3756634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -3756629.500000 Penalty: 5131.580078
	Iteration 52Q: 3 clusters Score -3756630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -3756633.000000 Penalty: 5131.580078
	Iteration 53Q: 3 clusters Score -3756633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -3756628.000000 Penalty: 5131.580078
	Iteration 54Q: 3 clusters Score -3756628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -3756627.500000 Penalty: 5131.580078
	Iteration 55Q: 3 clusters Score -3756628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -3756630.250000 Penalty: 5131.580078
	Iteration 56Q: 3 clusters Score -3756630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -3756631.500000 Penalty: 5131.580078
	Iteration 57Q: 3 clusters Score -3756632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -3756640.750000 Penalty: 5131.580078
	Iteration 58Q: 3 clusters Score -3756641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -3756639.000000 Penalty: 5131.580078
	Iteration 59Q: 3 clusters Score -3756639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -3756639.500000 Penalty: 5131.580078
	Iteration 60F: 3 clusters Score -3756640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -3756641.000000 Penalty: 5131.580078
	Iteration 61Q: 3 clusters Score -3756641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -3756644.000000 Penalty: 5131.580078
	Iteration 62Q: 3 clusters Score -3756644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -3756641.250000 Penalty: 5131.580078
	Iteration 63Q: 3 clusters Score -3756641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -3756645.750000 Penalty: 5131.580078
	Iteration 64Q: 3 clusters Score -3756646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -3756646.500000 Penalty: 5131.580078
	Iteration 65Q: 3 clusters Score -3756646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -3756650.000000 Penalty: 5131.580078
	Iteration 66Q: 3 clusters Score -3756650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -3756654.750000 Penalty: 5131.580078
	Iteration 67Q: 3 clusters Score -3756655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -3756655.750000 Penalty: 5131.580078
	Iteration 68Q: 3 clusters Score -3756656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -3756658.500000 Penalty: 5131.580078
	Iteration 69Q: 3 clusters Score -3756658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -3756659.250000 Penalty: 5131.580078
	Iteration 70Q: 3 clusters Score -3756659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -3756658.000000 Penalty: 5131.580078
	Iteration 71Q: 3 clusters Score -3756658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -3756657.750000 Penalty: 5131.580078
	Iteration 72Q: 3 clusters Score -3756658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -3756655.750000 Penalty: 5131.580078
	Iteration 73Q: 3 clusters Score -3756656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -3756658.500000 Penalty: 5131.580078
	Iteration 74Q: 3 clusters Score -3756658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -3756656.500000 Penalty: 5131.580078
	Iteration 75Q: 3 clusters Score -3756656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -3756656.500000 Penalty: 5131.580078
	Iteration 76F: 3 clusters Score -3756656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Entering Unmasked Estep 
Score: -2231452.250000 Penalty: 2435.588379
	Iteration 0F: 2 clusters Score -2231452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2218450.000000 Penalty: 4871.176758
	Iteration 0F: 3 clusters Score -2218450 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2222761.750000 Penalty: 4871.176758
	Iteration 1F: 3 clusters Score -2222762 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2223140.000000 Penalty: 4871.176758
	Iteration 2F: 3 clusters Score -2223140 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2223463.000000 Penalty: 4871.176758
	Iteration 3Q: 3 clusters Score -2223463 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2223759.750000 Penalty: 4871.176758
	Iteration 4Q: 3 clusters Score -2223760 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2224080.750000 Penalty: 4871.176758
	Iteration 5Q: 3 clusters Score -2224081 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2224450.500000 Penalty: 4871.176758
	Iteration 6Q: 3 clusters Score -2224450 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2224858.500000 Penalty: 4871.176758
	Iteration 7Q: 3 clusters Score -2224858 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2225312.500000 Penalty: 4871.176758
	Iteration 8Q: 3 clusters Score -2225312 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2225779.500000 Penalty: 4871.176758
	Iteration 9Q: 3 clusters Score -2225780 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2226230.250000 Penalty: 4871.176758
	Iteration 10Q: 3 clusters Score -2226230 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2226663.250000 Penalty: 4871.176758
	Iteration 11Q: 3 clusters Score -2226663 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2226984.250000 Penalty: 4871.176758
	Iteration 12Q: 3 clusters Score -2226984 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2227209.500000 Penalty: 4871.176758
	Iteration 13Q: 3 clusters Score -2227210 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -2227354.250000 Penalty: 4871.176758
	Iteration 14Q: 3 clusters Score -2227354 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2227453.250000 Penalty: 4871.176758
	Iteration 15Q: 3 clusters Score -2227453 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2227527.500000 Penalty: 4871.176758
	Iteration 16Q: 3 clusters Score -2227528 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2227607.000000 Penalty: 4871.176758
	Iteration 17Q: 3 clusters Score -2227607 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2227662.750000 Penalty: 4871.176758
	Iteration 18Q: 3 clusters Score -2227663 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2227733.250000 Penalty: 4871.176758
	Iteration 19Q: 3 clusters Score -2227733 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2227824.500000 Penalty: 4871.176758
	Iteration 20F: 3 clusters Score -2227824 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2227922.500000 Penalty: 4871.176758
	Iteration 21Q: 3 clusters Score -2227922 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2228011.750000 Penalty: 4871.176758
	Iteration 22Q: 3 clusters Score -2228012 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2228098.000000 Penalty: 4871.176758
	Iteration 23Q: 3 clusters Score -2228098 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2228197.250000 Penalty: 4871.176758
	Iteration 24Q: 3 clusters Score -2228197 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2228284.000000 Penalty: 4871.176758
	Iteration 25Q: 3 clusters Score -2228284 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2228379.000000 Penalty: 4871.176758
	Iteration 26Q: 3 clusters Score -2228379 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2228466.250000 Penalty: 4871.176758
	Iteration 27Q: 3 clusters Score -2228466 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2228544.500000 Penalty: 4871.176758
	Iteration 28Q: 3 clusters Score -2228544 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2228615.250000 Penalty: 4871.176758
	Iteration 29Q: 3 clusters Score -2228615 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2228677.250000 Penalty: 4871.176758
	Iteration 30Q: 3 clusters Score -2228677 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2228735.250000 Penalty: 4871.176758
	Iteration 31Q: 3 clusters Score -2228735 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2228790.250000 Penalty: 4871.176758
	Iteration 32Q: 3 clusters Score -2228790 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2228839.000000 Penalty: 4871.176758
	Iteration 33Q: 3 clusters Score -2228839 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2228893.250000 Penalty: 4871.176758
	Iteration 34Q: 3 clusters Score -2228893 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2228942.000000 Penalty: 4871.176758
	Iteration 35Q: 3 clusters Score -2228942 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2228982.500000 Penalty: 4871.176758
	Iteration 36Q: 3 clusters Score -2228982 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2229023.250000 Penalty: 4871.176758
	Iteration 37Q: 3 clusters Score -2229023 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2229055.750000 Penalty: 4871.176758
	Iteration 38Q: 3 clusters Score -2229056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2229080.000000 Penalty: 4871.176758
	Iteration 39Q: 3 clusters Score -2229080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2229094.750000 Penalty: 4871.176758
	Iteration 40F: 3 clusters Score -2229095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2229110.750000 Penalty: 4871.176758
	Iteration 41Q: 3 clusters Score -2229111 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2229118.750000 Penalty: 4871.176758
	Iteration 42Q: 3 clusters Score -2229119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2229134.500000 Penalty: 4871.176758
	Iteration 43Q: 3 clusters Score -2229134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2229149.500000 Penalty: 4871.176758
	Iteration 44Q: 3 clusters Score -2229150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2229158.250000 Penalty: 4871.176758
	Iteration 45Q: 3 clusters Score -2229158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2229157.750000 Penalty: 4871.176758
	Iteration 46Q: 3 clusters Score -2229158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2229170.000000 Penalty: 4871.176758
	Iteration 47Q: 3 clusters Score -2229170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2229177.000000 Penalty: 4871.176758
	Iteration 48Q: 3 clusters Score -2229177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2229186.250000 Penalty: 4871.176758
	Iteration 49Q: 3 clusters Score -2229186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2229197.750000 Penalty: 4871.176758
	Iteration 50Q: 3 clusters Score -2229198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2229201.500000 Penalty: 4871.176758
	Iteration 51Q: 3 clusters Score -2229202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2229207.500000 Penalty: 4871.176758
	Iteration 52Q: 3 clusters Score -2229208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2229216.250000 Penalty: 4871.176758
	Iteration 53Q: 3 clusters Score -2229216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2229220.500000 Penalty: 4871.176758
	Iteration 54Q: 3 clusters Score -2229220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2229231.250000 Penalty: 4871.176758
	Iteration 55Q: 3 clusters Score -2229231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2229241.250000 Penalty: 4871.176758
	Iteration 56Q: 3 clusters Score -2229241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2229254.250000 Penalty: 4871.176758
	Iteration 57Q: 3 clusters Score -2229254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2229263.500000 Penalty: 4871.176758
	Iteration 58Q: 3 clusters Score -2229264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2229274.500000 Penalty: 4871.176758
	Iteration 59Q: 3 clusters Score -2229274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2229284.000000 Penalty: 4871.176758
	Iteration 60F: 3 clusters Score -2229284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2229295.250000 Penalty: 4871.176758
	Iteration 61Q: 3 clusters Score -2229295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2229304.250000 Penalty: 4871.176758
	Iteration 62Q: 3 clusters Score -2229304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2229316.750000 Penalty: 4871.176758
	Iteration 63Q: 3 clusters Score -2229317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2229328.500000 Penalty: 4871.176758
	Iteration 64Q: 3 clusters Score -2229328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2229338.000000 Penalty: 4871.176758
	Iteration 65Q: 3 clusters Score -2229338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2229342.750000 Penalty: 4871.176758
	Iteration 66Q: 3 clusters Score -2229343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2229349.750000 Penalty: 4871.176758
	Iteration 67Q: 3 clusters Score -2229350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2229354.250000 Penalty: 4871.176758
	Iteration 68Q: 3 clusters Score -2229354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2229364.500000 Penalty: 4871.176758
	Iteration 69Q: 3 clusters Score -2229364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2229367.500000 Penalty: 4871.176758
	Iteration 70Q: 3 clusters Score -2229368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2229374.000000 Penalty: 4871.176758
	Iteration 71Q: 3 clusters Score -2229374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2229376.500000 Penalty: 4871.176758
	Iteration 72Q: 3 clusters Score -2229376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2229375.000000 Penalty: 4871.176758
	Iteration 73Q: 3 clusters Score -2229375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2229375.750000 Penalty: 4871.176758
	Iteration 74Q: 3 clusters Score -2229376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2229375.750000 Penalty: 4871.176758
	Iteration 75F: 3 clusters Score -2229376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -531304.812500 Penalty: 2081.405273
	Iteration 0F: 2 clusters Score -531304.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -527144.375000 Penalty: 4162.810547
	Iteration 0F: 3 clusters Score -527144.4 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -528119.937500 Penalty: 4162.810547
	Iteration 1F: 3 clusters Score -528119.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -528318.437500 Penalty: 4162.810547
	Iteration 2F: 3 clusters Score -528318.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -528427.000000 Penalty: 4162.810547
	Iteration 3Q: 3 clusters Score -528427 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -528515.000000 Penalty: 4162.810547
	Iteration 4Q: 3 clusters Score -528515 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -528576.687500 Penalty: 4162.810547
	Iteration 5Q: 3 clusters Score -528576.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -528626.562500 Penalty: 4162.810547
	Iteration 6Q: 3 clusters Score -528626.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -528673.875000 Penalty: 4162.810547
	Iteration 7Q: 3 clusters Score -528673.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -528714.125000 Penalty: 4162.810547
	Iteration 8Q: 3 clusters Score -528714.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -528746.187500 Penalty: 4162.810547
	Iteration 9Q: 3 clusters Score -528746.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -528775.062500 Penalty: 4162.810547
	Iteration 10Q: 3 clusters Score -528775.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -528802.687500 Penalty: 4162.810547
	Iteration 11Q: 3 clusters Score -528802.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -528837.125000 Penalty: 4162.810547
	Iteration 12Q: 3 clusters Score -528837.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -528878.437500 Penalty: 4162.810547
	Iteration 13Q: 3 clusters Score -528878.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -528907.625000 Penalty: 4162.810547
	Iteration 14Q: 3 clusters Score -528907.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -528930.187500 Penalty: 4162.810547
	Iteration 15Q: 3 clusters Score -528930.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -528953.750000 Penalty: 4162.810547
	Iteration 16Q: 3 clusters Score -528953.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -528982.312500 Penalty: 4162.810547
	Iteration 17Q: 3 clusters Score -528982.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -529018.875000 Penalty: 4162.810547
	Iteration 18Q: 3 clusters Score -529018.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -529064.062500 Penalty: 4162.810547
	Iteration 19Q: 3 clusters Score -529064.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -529106.250000 Penalty: 4162.810547
	Iteration 20F: 3 clusters Score -529106.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -529162.750000 Penalty: 4162.810547
	Iteration 21Q: 3 clusters Score -529162.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -529213.937500 Penalty: 4162.810547
	Iteration 22Q: 3 clusters Score -529213.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -529267.875000 Penalty: 4162.810547
	Iteration 23Q: 3 clusters Score -529267.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -529325.812500 Penalty: 4162.810547
	Iteration 24Q: 3 clusters Score -529325.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -529366.500000 Penalty: 4162.810547
	Iteration 25Q: 3 clusters Score -529366.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -529396.187500 Penalty: 4162.810547
	Iteration 26Q: 3 clusters Score -529396.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -529417.062500 Penalty: 4162.810547
	Iteration 27Q: 3 clusters Score -529417.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -529441.812500 Penalty: 4162.810547
	Iteration 28Q: 3 clusters Score -529441.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -529458.625000 Penalty: 4162.810547
	Iteration 29Q: 3 clusters Score -529458.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -529475.625000 Penalty: 4162.810547
	Iteration 30Q: 3 clusters Score -529475.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -529485.437500 Penalty: 4162.810547
	Iteration 31Q: 3 clusters Score -529485.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -529492.187500 Penalty: 4162.810547
	Iteration 32Q: 3 clusters Score -529492.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -529497.500000 Penalty: 4162.810547
	Iteration 33Q: 3 clusters Score -529497.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -529502.562500 Penalty: 4162.810547
	Iteration 34Q: 3 clusters Score -529502.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -529507.187500 Penalty: 4162.810547
	Iteration 35Q: 3 clusters Score -529507.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -529510.125000 Penalty: 4162.810547
	Iteration 36Q: 3 clusters Score -529510.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -529512.062500 Penalty: 4162.810547
	Iteration 37Q: 3 clusters Score -529512.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -529512.187500 Penalty: 4162.810547
	Iteration 38Q: 3 clusters Score -529512.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -529514.375000 Penalty: 4162.810547
	Iteration 39Q: 3 clusters Score -529514.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -529516.687500 Penalty: 4162.810547
	Iteration 40F: 3 clusters Score -529516.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -529518.937500 Penalty: 4162.810547
	Iteration 41Q: 3 clusters Score -529518.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -529520.937500 Penalty: 4162.810547
	Iteration 42Q: 3 clusters Score -529520.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -529524.125000 Penalty: 4162.810547
	Iteration 43Q: 3 clusters Score -529524.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -529524.937500 Penalty: 4162.810547
	Iteration 44Q: 3 clusters Score -529524.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -529526.062500 Penalty: 4162.810547
	Iteration 45Q: 3 clusters Score -529526.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -529526.312500 Penalty: 4162.810547
	Iteration 46Q: 3 clusters Score -529526.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -529527.750000 Penalty: 4162.810547
	Iteration 47Q: 3 clusters Score -529527.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -529530.375000 Penalty: 4162.810547
	Iteration 48Q: 3 clusters Score -529530.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -529530.625000 Penalty: 4162.810547
	Iteration 49Q: 3 clusters Score -529530.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -529532.062500 Penalty: 4162.810547
	Iteration 50Q: 3 clusters Score -529532.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -529531.937500 Penalty: 4162.810547
	Iteration 51Q: 3 clusters Score -529531.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -529533.750000 Penalty: 4162.810547
	Iteration 52Q: 3 clusters Score -529533.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -529534.750000 Penalty: 4162.810547
	Iteration 53Q: 3 clusters Score -529534.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -529537.437500 Penalty: 4162.810547
	Iteration 54Q: 3 clusters Score -529537.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -529540.437500 Penalty: 4162.810547
	Iteration 55Q: 3 clusters Score -529540.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -529542.000000 Penalty: 4162.810547
	Iteration 56Q: 3 clusters Score -529542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -529542.000000 Penalty: 4162.810547
	Iteration 57F: 3 clusters Score -529542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Entering Unmasked Estep 
Score: -281642.437500 Penalty: 1925.123779
	Iteration 0F: 2 clusters Score -281642.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -278788.531250 Penalty: 3850.247559
	Iteration 0F: 3 clusters Score -278788.5 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -279366.718750 Penalty: 3850.247559
	Iteration 1F: 3 clusters Score -279366.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -279494.156250 Penalty: 3850.247559
	Iteration 2F: 3 clusters Score -279494.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -279561.625000 Penalty: 3850.247559
	Iteration 3Q: 3 clusters Score -279561.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -279599.843750 Penalty: 3850.247559
	Iteration 4Q: 3 clusters Score -279599.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -279620.500000 Penalty: 3850.247559
	Iteration 5Q: 3 clusters Score -279620.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -279630.093750 Penalty: 3850.247559
	Iteration 6Q: 3 clusters Score -279630.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -279639.218750 Penalty: 3850.247559
	Iteration 7Q: 3 clusters Score -279639.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -279649.437500 Penalty: 3850.247559
	Iteration 8Q: 3 clusters Score -279649.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -279656.062500 Penalty: 3850.247559
	Iteration 9Q: 3 clusters Score -279656.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -279658.968750 Penalty: 3850.247559
	Iteration 10Q: 3 clusters Score -279659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -279661.218750 Penalty: 3850.247559
	Iteration 11Q: 3 clusters Score -279661.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -279662.781250 Penalty: 3850.247559
	Iteration 12Q: 3 clusters Score -279662.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -279663.468750 Penalty: 3850.247559
	Iteration 13Q: 3 clusters Score -279663.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -279664.656250 Penalty: 3850.247559
	Iteration 14Q: 3 clusters Score -279664.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -279666.968750 Penalty: 3850.247559
	Iteration 15Q: 3 clusters Score -279667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -279670.125000 Penalty: 3850.247559
	Iteration 16Q: 3 clusters Score -279670.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -279672.437500 Penalty: 3850.247559
	Iteration 17Q: 3 clusters Score -279672.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -279676.687500 Penalty: 3850.247559
	Iteration 18Q: 3 clusters Score -279676.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -279681.000000 Penalty: 3850.247559
	Iteration 19Q: 3 clusters Score -279681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -279685.906250 Penalty: 3850.247559
	Iteration 20F: 3 clusters Score -279685.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -279690.312500 Penalty: 3850.247559
	Iteration 21Q: 3 clusters Score -279690.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -279694.031250 Penalty: 3850.247559
	Iteration 22Q: 3 clusters Score -279694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -279698.625000 Penalty: 3850.247559
	Iteration 23Q: 3 clusters Score -279698.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -279701.500000 Penalty: 3850.247559
	Iteration 24Q: 3 clusters Score -279701.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -279703.656250 Penalty: 3850.247559
	Iteration 25Q: 3 clusters Score -279703.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -279705.937500 Penalty: 3850.247559
	Iteration 26Q: 3 clusters Score -279705.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -279705.937500 Penalty: 3850.247559
	Iteration 27F: 3 clusters Score -279705.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Entering Unmasked Estep 
Score: -438170.437500 Penalty: 2045.959595
	Iteration 0F: 2 clusters Score -438170.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -434396.656250 Penalty: 4091.919189
	Iteration 0F: 3 clusters Score -434396.7 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -435175.406250 Penalty: 4091.919189
	Iteration 1F: 3 clusters Score -435175.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -435329.062500 Penalty: 4091.919189
	Iteration 2F: 3 clusters Score -435329.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -435422.968750 Penalty: 4091.919189
	Iteration 3Q: 3 clusters Score -435423 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -435487.312500 Penalty: 4091.919189
	Iteration 4Q: 3 clusters Score -435487.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -435537.062500 Penalty: 4091.919189
	Iteration 5Q: 3 clusters Score -435537.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -435585.437500 Penalty: 4091.919189
	Iteration 6Q: 3 clusters Score -435585.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -435628.031250 Penalty: 4091.919189
	Iteration 7Q: 3 clusters Score -435628 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -435672.812500 Penalty: 4091.919189
	Iteration 8Q: 3 clusters Score -435672.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -435728.218750 Penalty: 4091.919189
	Iteration 9Q: 3 clusters Score -435728.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -435804.250000 Penalty: 4091.919189
	Iteration 10Q: 3 clusters Score -435804.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -435862.843750 Penalty: 4091.919189
	Iteration 11Q: 3 clusters Score -435862.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -435918.187500 Penalty: 4091.919189
	Iteration 12Q: 3 clusters Score -435918.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -435967.093750 Penalty: 4091.919189
	Iteration 13Q: 3 clusters Score -435967.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -436014.531250 Penalty: 4091.919189
	Iteration 14Q: 3 clusters Score -436014.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -436054.031250 Penalty: 4091.919189
	Iteration 15Q: 3 clusters Score -436054 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -436079.750000 Penalty: 4091.919189
	Iteration 16Q: 3 clusters Score -436079.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -436109.406250 Penalty: 4091.919189
	Iteration 17Q: 3 clusters Score -436109.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -436138.312500 Penalty: 4091.919189
	Iteration 18Q: 3 clusters Score -436138.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -436164.781250 Penalty: 4091.919189
	Iteration 19Q: 3 clusters Score -436164.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -436193.562500 Penalty: 4091.919189
	Iteration 20F: 3 clusters Score -436193.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -436216.312500 Penalty: 4091.919189
	Iteration 21Q: 3 clusters Score -436216.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -436229.906250 Penalty: 4091.919189
	Iteration 22Q: 3 clusters Score -436229.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -436242.718750 Penalty: 4091.919189
	Iteration 23Q: 3 clusters Score -436242.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -436253.312500 Penalty: 4091.919189
	Iteration 24Q: 3 clusters Score -436253.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -436262.875000 Penalty: 4091.919189
	Iteration 25Q: 3 clusters Score -436262.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -436269.843750 Penalty: 4091.919189
	Iteration 26Q: 3 clusters Score -436269.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -436279.843750 Penalty: 4091.919189
	Iteration 27Q: 3 clusters Score -436279.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -436290.906250 Penalty: 4091.919189
	Iteration 28Q: 3 clusters Score -436290.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -436296.656250 Penalty: 4091.919189
	Iteration 29Q: 3 clusters Score -436296.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -436308.843750 Penalty: 4091.919189
	Iteration 30Q: 3 clusters Score -436308.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -436313.750000 Penalty: 4091.919189
	Iteration 31Q: 3 clusters Score -436313.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -436316.718750 Penalty: 4091.919189
	Iteration 32Q: 3 clusters Score -436316.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -436323.156250 Penalty: 4091.919189
	Iteration 33Q: 3 clusters Score -436323.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -436327.218750 Penalty: 4091.919189
	Iteration 34Q: 3 clusters Score -436327.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -436330.218750 Penalty: 4091.919189
	Iteration 35Q: 3 clusters Score -436330.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -436330.656250 Penalty: 4091.919189
	Iteration 36Q: 3 clusters Score -436330.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -436332.562500 Penalty: 4091.919189
	Iteration 37Q: 3 clusters Score -436332.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -436335.031250 Penalty: 4091.919189
	Iteration 38Q: 3 clusters Score -436335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -436338.093750 Penalty: 4091.919189
	Iteration 39Q: 3 clusters Score -436338.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -436339.937500 Penalty: 4091.919189
	Iteration 40F: 3 clusters Score -436339.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -436344.593750 Penalty: 4091.919189
	Iteration 41Q: 3 clusters Score -436344.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -436351.500000 Penalty: 4091.919189
	Iteration 42Q: 3 clusters Score -436351.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -436355.656250 Penalty: 4091.919189
	Iteration 43Q: 3 clusters Score -436355.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -436360.062500 Penalty: 4091.919189
	Iteration 44Q: 3 clusters Score -436360.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -436362.750000 Penalty: 4091.919189
	Iteration 45Q: 3 clusters Score -436362.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -436366.281250 Penalty: 4091.919189
	Iteration 46Q: 3 clusters Score -436366.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -436368.500000 Penalty: 4091.919189
	Iteration 47Q: 3 clusters Score -436368.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -436370.687500 Penalty: 4091.919189
	Iteration 48Q: 3 clusters Score -436370.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -436372.093750 Penalty: 4091.919189
	Iteration 49Q: 3 clusters Score -436372.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -436375.125000 Penalty: 4091.919189
	Iteration 50Q: 3 clusters Score -436375.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -436375.031250 Penalty: 4091.919189
	Iteration 51Q: 3 clusters Score -436375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -436376.406250 Penalty: 4091.919189
	Iteration 52Q: 3 clusters Score -436376.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -436377.031250 Penalty: 4091.919189
	Iteration 53Q: 3 clusters Score -436377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -436377.875000 Penalty: 4091.919189
	Iteration 54Q: 3 clusters Score -436377.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -436378.656250 Penalty: 4091.919189
	Iteration 55Q: 3 clusters Score -436378.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -436382.187500 Penalty: 4091.919189
	Iteration 56Q: 3 clusters Score -436382.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -436386.968750 Penalty: 4091.919189
	Iteration 57Q: 3 clusters Score -436387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -436389.875000 Penalty: 4091.919189
	Iteration 58Q: 3 clusters Score -436389.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -436393.750000 Penalty: 4091.919189
	Iteration 59Q: 3 clusters Score -436393.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -436396.218750 Penalty: 4091.919189
	Iteration 60F: 3 clusters Score -436396.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -436398.125000 Penalty: 4091.919189
	Iteration 61Q: 3 clusters Score -436398.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -436398.125000 Penalty: 4091.919189
	Iteration 62Q: 3 clusters Score -436398.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -436399.375000 Penalty: 4091.919189
	Iteration 63Q: 3 clusters Score -436399.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -436399.375000 Penalty: 4091.919189
	Iteration 64F: 3 clusters Score -436399.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Entering Unmasked Estep 
Score: -5476068.000000 Penalty: 2667.220215
	Iteration 0F: 2 clusters Score -5476068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -5444495.500000 Penalty: 5334.440430
	Iteration 0F: 3 clusters Score -5444496 nChanged 21572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -5456205.500000 Penalty: 5334.440430
	Iteration 1F: 3 clusters Score -5456206 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -5456750.000000 Penalty: 5334.440430
	Iteration 2Q: 3 clusters Score -5456750 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -5457350.000000 Penalty: 5334.440430
	Iteration 3Q: 3 clusters Score -5457350 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -5457992.500000 Penalty: 5334.440430
	Iteration 4Q: 3 clusters Score -5457992 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -5458817.500000 Penalty: 5334.440430
	Iteration 5Q: 3 clusters Score -5458818 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -5460105.000000 Penalty: 5334.440430
	Iteration 6F: 3 clusters Score -5460105 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -5462066.000000 Penalty: 5334.440430
	Iteration 7F: 3 clusters Score -5462066 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -5464932.500000 Penalty: 5334.440430
	Iteration 8F: 3 clusters Score -5464932 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -5468168.000000 Penalty: 5334.440430
	Iteration 9F: 3 clusters Score -5468168 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -5470936.000000 Penalty: 5334.440430
	Iteration 10F: 3 clusters Score -5470936 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5472589.500000 Penalty: 5334.440430
	Iteration 11Q: 3 clusters Score -5472590 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46297 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5473293.000000 Penalty: 5334.440430
	Iteration 12Q: 3 clusters Score -5473293 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5473553.000000 Penalty: 5334.440430
	Iteration 13Q: 3 clusters Score -5473553 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5473645.500000 Penalty: 5334.440430
	Iteration 14Q: 3 clusters Score -5473646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5473696.000000 Penalty: 5334.440430
	Iteration 15Q: 3 clusters Score -5473696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5473723.000000 Penalty: 5334.440430
	Iteration 16Q: 3 clusters Score -5473723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5473741.000000 Penalty: 5334.440430
	Iteration 17Q: 3 clusters Score -5473741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5473756.500000 Penalty: 5334.440430
	Iteration 18Q: 3 clusters Score -5473756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5473764.000000 Penalty: 5334.440430
	Iteration 19Q: 3 clusters Score -5473764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46643 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5473765.000000 Penalty: 5334.440430
	Iteration 20F: 3 clusters Score -5473765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5473777.000000 Penalty: 5334.440430
	Iteration 21Q: 3 clusters Score -5473777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5473776.500000 Penalty: 5334.440430
	Iteration 22Q: 3 clusters Score -5473776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5473786.000000 Penalty: 5334.440430
	Iteration 23Q: 3 clusters Score -5473786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5473790.000000 Penalty: 5334.440430
	Iteration 24Q: 3 clusters Score -5473790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5473790.000000 Penalty: 5334.440430
	Iteration 25F: 3 clusters Score -5473790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Entering Unmasked Estep 
Score: -693696.312500 Penalty: 2163.441895
	Iteration 0F: 2 clusters Score -693696.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -688486.437500 Penalty: 4326.883789
	Iteration 0F: 3 clusters Score -688486.4 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -690057.187500 Penalty: 4326.883789
	Iteration 1F: 3 clusters Score -690057.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -690466.812500 Penalty: 4326.883789
	Iteration 2F: 3 clusters Score -690466.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -690740.625000 Penalty: 4326.883789
	Iteration 3F: 3 clusters Score -690740.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -690928.437500 Penalty: 4326.883789
	Iteration 4Q: 3 clusters Score -690928.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -691078.250000 Penalty: 4326.883789
	Iteration 5Q: 3 clusters Score -691078.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -691204.625000 Penalty: 4326.883789
	Iteration 6Q: 3 clusters Score -691204.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -691361.062500 Penalty: 4326.883789
	Iteration 7Q: 3 clusters Score -691361.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -691566.750000 Penalty: 4326.883789
	Iteration 8Q: 3 clusters Score -691566.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -691806.500000 Penalty: 4326.883789
	Iteration 9Q: 3 clusters Score -691806.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -692026.437500 Penalty: 4326.883789
	Iteration 10Q: 3 clusters Score -692026.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -692285.062500 Penalty: 4326.883789
	Iteration 11Q: 3 clusters Score -692285.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -692578.625000 Penalty: 4326.883789
	Iteration 12Q: 3 clusters Score -692578.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -692883.437500 Penalty: 4326.883789
	Iteration 13Q: 3 clusters Score -692883.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -693126.500000 Penalty: 4326.883789
	Iteration 14Q: 3 clusters Score -693126.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -693284.062500 Penalty: 4326.883789
	Iteration 15Q: 3 clusters Score -693284.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -693389.000000 Penalty: 4326.883789
	Iteration 16Q: 3 clusters Score -693389 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -693456.250000 Penalty: 4326.883789
	Iteration 17Q: 3 clusters Score -693456.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -693496.000000 Penalty: 4326.883789
	Iteration 18Q: 3 clusters Score -693496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -693517.500000 Penalty: 4326.883789
	Iteration 19Q: 3 clusters Score -693517.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -693528.687500 Penalty: 4326.883789
	Iteration 20F: 3 clusters Score -693528.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -693532.500000 Penalty: 4326.883789
	Iteration 21Q: 3 clusters Score -693532.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -693533.312500 Penalty: 4326.883789
	Iteration 22Q: 3 clusters Score -693533.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -693533.687500 Penalty: 4326.883789
	Iteration 23Q: 3 clusters Score -693533.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -693533.937500 Penalty: 4326.883789
	Iteration 24Q: 3 clusters Score -693533.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -693533.937500 Penalty: 4326.883789
	Iteration 25F: 3 clusters Score -693533.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Entering Unmasked Estep 
Score: -133859.781250 Penalty: 1751.635986
	Iteration 0F: 2 clusters Score -133859.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -131764.125000 Penalty: 3503.271973
	Iteration 0F: 3 clusters Score -131764.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -132060.500000 Penalty: 3503.271973
	Iteration 1F: 3 clusters Score -132060.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -132142.968750 Penalty: 3503.271973
	Iteration 2F: 3 clusters Score -132143 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -132181.750000 Penalty: 3503.271973
	Iteration 3Q: 3 clusters Score -132181.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -132204.015625 Penalty: 3503.271973
	Iteration 4Q: 3 clusters Score -132204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -132211.265625 Penalty: 3503.271973
	Iteration 5Q: 3 clusters Score -132211.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -132216.562500 Penalty: 3503.271973
	Iteration 6Q: 3 clusters Score -132216.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -132218.265625 Penalty: 3503.271973
	Iteration 7Q: 3 clusters Score -132218.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -132219.531250 Penalty: 3503.271973
	Iteration 8Q: 3 clusters Score -132219.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -132219.531250 Penalty: 3503.271973
	Iteration 9F: 3 clusters Score -132219.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -205789.078125 Penalty: 1849.773193
	Iteration 0F: 2 clusters Score -205789.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -203367.796875 Penalty: 3699.546387
	Iteration 0F: 3 clusters Score -203367.8 nChanged 540
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: -203841.453125 Penalty: 3699.546387
	Iteration 1F: 3 clusters Score -203841.5 nChanged 136
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: -204065.046875 Penalty: 3699.546387
	Iteration 2F: 3 clusters Score -204065 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -204430.171875 Penalty: 3699.546387
	Iteration 3F: 3 clusters Score -204430.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -204698.484375 Penalty: 3699.546387
	Iteration 4F: 3 clusters Score -204698.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -204908.687500 Penalty: 3699.546387
	Iteration 5F: 3 clusters Score -204908.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -205084.343750 Penalty: 3699.546387
	Iteration 6F: 3 clusters Score -205084.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -205200.218750 Penalty: 3699.546387
	Iteration 7Q: 3 clusters Score -205200.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -205267.140625 Penalty: 3699.546387
	Iteration 8Q: 3 clusters Score -205267.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -205330.453125 Penalty: 3699.546387
	Iteration 9Q: 3 clusters Score -205330.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -205359.984375 Penalty: 3699.546387
	Iteration 10Q: 3 clusters Score -205360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -205378.296875 Penalty: 3699.546387
	Iteration 11Q: 3 clusters Score -205378.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -205399.234375 Penalty: 3699.546387
	Iteration 12Q: 3 clusters Score -205399.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -205412.093750 Penalty: 3699.546387
	Iteration 13Q: 3 clusters Score -205412.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -205417.687500 Penalty: 3699.546387
	Iteration 14Q: 3 clusters Score -205417.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -205421.875000 Penalty: 3699.546387
	Iteration 15Q: 3 clusters Score -205421.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -205428.234375 Penalty: 3699.546387
	Iteration 16Q: 3 clusters Score -205428.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -205429.796875 Penalty: 3699.546387
	Iteration 17Q: 3 clusters Score -205429.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -205429.796875 Penalty: 3699.546387
	Iteration 18F: 3 clusters Score -205429.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -295888.531250 Penalty: 1943.419678
	Iteration 0F: 2 clusters Score -295888.5 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 1275 members 
Entering Unmasked Estep 
Score: -292921.312500 Penalty: 3886.839355
	Iteration 0F: 3 clusters Score -292921.3 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -293497.062500 Penalty: 3886.839355
	Iteration 1F: 3 clusters Score -293497.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -293668.250000 Penalty: 3886.839355
	Iteration 2F: 3 clusters Score -293668.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -293785.500000 Penalty: 3886.839355
	Iteration 3F: 3 clusters Score -293785.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -293874.531250 Penalty: 3886.839355
	Iteration 4Q: 3 clusters Score -293874.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -293951.562500 Penalty: 3886.839355
	Iteration 5Q: 3 clusters Score -293951.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -294005.250000 Penalty: 3886.839355
	Iteration 6Q: 3 clusters Score -294005.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -294082.312500 Penalty: 3886.839355
	Iteration 7Q: 3 clusters Score -294082.3 nChanged 87
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: -294163.968750 Penalty: 3886.839355
	Iteration 8Q: 3 clusters Score -294164 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -294245.593750 Penalty: 3886.839355
	Iteration 9Q: 3 clusters Score -294245.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -294301.937500 Penalty: 3886.839355
	Iteration 10Q: 3 clusters Score -294301.9 nChanged 45
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: -294347.687500 Penalty: 3886.839355
	Iteration 11Q: 3 clusters Score -294347.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -294384.500000 Penalty: 3886.839355
	Iteration 12Q: 3 clusters Score -294384.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -294421.500000 Penalty: 3886.839355
	Iteration 13Q: 3 clusters Score -294421.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -294449.187500 Penalty: 3886.839355
	Iteration 14Q: 3 clusters Score -294449.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -294474.000000 Penalty: 3886.839355
	Iteration 15Q: 3 clusters Score -294474 nChanged 19
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: -294489.187500 Penalty: 3886.839355
	Iteration 16Q: 3 clusters Score -294489.2 nChanged 19
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: -294507.156250 Penalty: 3886.839355
	Iteration 17Q: 3 clusters Score -294507.2 nChanged 24
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: -294522.687500 Penalty: 3886.839355
	Iteration 18Q: 3 clusters Score -294522.7 nChanged 20
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: -294534.968750 Penalty: 3886.839355
	Iteration 19Q: 3 clusters Score -294535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -294542.656250 Penalty: 3886.839355
	Iteration 20F: 3 clusters Score -294542.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -294550.562500 Penalty: 3886.839355
	Iteration 21Q: 3 clusters Score -294550.6 nChanged 13
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: -294558.125000 Penalty: 3886.839355
	Iteration 22Q: 3 clusters Score -294558.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -294567.750000 Penalty: 3886.839355
	Iteration 23Q: 3 clusters Score -294567.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -294574.125000 Penalty: 3886.839355
	Iteration 24Q: 3 clusters Score -294574.1 nChanged 6
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: -294577.531250 Penalty: 3886.839355
	Iteration 25Q: 3 clusters Score -294577.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -294581.218750 Penalty: 3886.839355
	Iteration 26Q: 3 clusters Score -294581.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -294586.343750 Penalty: 3886.839355
	Iteration 27Q: 3 clusters Score -294586.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -294590.125000 Penalty: 3886.839355
	Iteration 28Q: 3 clusters Score -294590.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -294592.031250 Penalty: 3886.839355
	Iteration 29Q: 3 clusters Score -294592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -294592.468750 Penalty: 3886.839355
	Iteration 30Q: 3 clusters Score -294592.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -294593.281250 Penalty: 3886.839355
	Iteration 31Q: 3 clusters Score -294593.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -294593.437500 Penalty: 3886.839355
	Iteration 32Q: 3 clusters Score -294593.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -294593.437500 Penalty: 3886.839355
	Iteration 33F: 3 clusters Score -294593.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Entering Unmasked Estep 
Score: -705865.250000 Penalty: 2151.115967
	Iteration 0F: 2 clusters Score -705865.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -700810.062500 Penalty: 4302.231934
	Iteration 0F: 3 clusters Score -700810.1 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -702173.000000 Penalty: 4302.231934
	Iteration 1F: 3 clusters Score -702173 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -702575.250000 Penalty: 4302.231934
	Iteration 2F: 3 clusters Score -702575.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -702967.125000 Penalty: 4302.231934
	Iteration 3F: 3 clusters Score -702967.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -703399.312500 Penalty: 4302.231934
	Iteration 4F: 3 clusters Score -703399.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -703832.000000 Penalty: 4302.231934
	Iteration 5F: 3 clusters Score -703832 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -704240.500000 Penalty: 4302.231934
	Iteration 6F: 3 clusters Score -704240.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -704530.312500 Penalty: 4302.231934
	Iteration 7F: 3 clusters Score -704530.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -704679.937500 Penalty: 4302.231934
	Iteration 8Q: 3 clusters Score -704679.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -704757.375000 Penalty: 4302.231934
	Iteration 9Q: 3 clusters Score -704757.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -704803.625000 Penalty: 4302.231934
	Iteration 10Q: 3 clusters Score -704803.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -704827.437500 Penalty: 4302.231934
	Iteration 11Q: 3 clusters Score -704827.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -704844.687500 Penalty: 4302.231934
	Iteration 12Q: 3 clusters Score -704844.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -704855.000000 Penalty: 4302.231934
	Iteration 13Q: 3 clusters Score -704855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -704864.750000 Penalty: 4302.231934
	Iteration 14Q: 3 clusters Score -704864.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -704873.312500 Penalty: 4302.231934
	Iteration 15Q: 3 clusters Score -704873.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -704877.062500 Penalty: 4302.231934
	Iteration 16Q: 3 clusters Score -704877.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -704880.375000 Penalty: 4302.231934
	Iteration 17Q: 3 clusters Score -704880.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -704883.250000 Penalty: 4302.231934
	Iteration 18Q: 3 clusters Score -704883.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -704882.437500 Penalty: 4302.231934
	Iteration 19Q: 3 clusters Score -704882.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -704883.625000 Penalty: 4302.231934
	Iteration 20F: 3 clusters Score -704883.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -704886.937500 Penalty: 4302.231934
	Iteration 21Q: 3 clusters Score -704886.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -704888.000000 Penalty: 4302.231934
	Iteration 22Q: 3 clusters Score -704888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -704887.000000 Penalty: 4302.231934
	Iteration 23Q: 3 clusters Score -704887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -704887.750000 Penalty: 4302.231934
	Iteration 24Q: 3 clusters Score -704887.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -704887.750000 Penalty: 4302.231934
	Iteration 25F: 3 clusters Score -704887.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Entering Unmasked Estep 
Score: -772548.125000 Penalty: 2174.683594
	Iteration 0F: 2 clusters Score -772548.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -767145.375000 Penalty: 4349.367188
	Iteration 0F: 3 clusters Score -767145.4 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -768675.375000 Penalty: 4349.367188
	Iteration 1F: 3 clusters Score -768675.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -769202.312500 Penalty: 4349.367188
	Iteration 2F: 3 clusters Score -769202.3 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -769702.562500 Penalty: 4349.367188
	Iteration 3F: 3 clusters Score -769702.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -770104.375000 Penalty: 4349.367188
	Iteration 4F: 3 clusters Score -770104.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -770414.125000 Penalty: 4349.367188
	Iteration 5F: 3 clusters Score -770414.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -770629.750000 Penalty: 4349.367188
	Iteration 6Q: 3 clusters Score -770629.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -770798.687500 Penalty: 4349.367188
	Iteration 7Q: 3 clusters Score -770798.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -770942.062500 Penalty: 4349.367188
	Iteration 8Q: 3 clusters Score -770942.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -771057.000000 Penalty: 4349.367188
	Iteration 9Q: 3 clusters Score -771057 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -771165.562500 Penalty: 4349.367188
	Iteration 10Q: 3 clusters Score -771165.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -771264.000000 Penalty: 4349.367188
	Iteration 11Q: 3 clusters Score -771264 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -771330.687500 Penalty: 4349.367188
	Iteration 12Q: 3 clusters Score -771330.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -771391.187500 Penalty: 4349.367188
	Iteration 13Q: 3 clusters Score -771391.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -771438.625000 Penalty: 4349.367188
	Iteration 14Q: 3 clusters Score -771438.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -771481.562500 Penalty: 4349.367188
	Iteration 15Q: 3 clusters Score -771481.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -771521.875000 Penalty: 4349.367188
	Iteration 16Q: 3 clusters Score -771521.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -771551.000000 Penalty: 4349.367188
	Iteration 17Q: 3 clusters Score -771551 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -771577.750000 Penalty: 4349.367188
	Iteration 18Q: 3 clusters Score -771577.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -771590.875000 Penalty: 4349.367188
	Iteration 19Q: 3 clusters Score -771590.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -771600.812500 Penalty: 4349.367188
	Iteration 20F: 3 clusters Score -771600.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -771607.937500 Penalty: 4349.367188
	Iteration 21Q: 3 clusters Score -771607.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -771618.187500 Penalty: 4349.367188
	Iteration 22Q: 3 clusters Score -771618.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -771632.437500 Penalty: 4349.367188
	Iteration 23Q: 3 clusters Score -771632.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -771638.625000 Penalty: 4349.367188
	Iteration 24Q: 3 clusters Score -771638.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -771643.437500 Penalty: 4349.367188
	Iteration 25Q: 3 clusters Score -771643.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -771646.062500 Penalty: 4349.367188
	Iteration 26Q: 3 clusters Score -771646.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -771649.187500 Penalty: 4349.367188
	Iteration 27Q: 3 clusters Score -771649.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -771652.812500 Penalty: 4349.367188
	Iteration 28Q: 3 clusters Score -771652.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -771654.812500 Penalty: 4349.367188
	Iteration 29Q: 3 clusters Score -771654.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -771655.312500 Penalty: 4349.367188
	Iteration 30Q: 3 clusters Score -771655.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -771655.312500 Penalty: 4349.367188
	Iteration 31F: 3 clusters Score -771655.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Entering Unmasked Estep 
Score: -171809.812500 Penalty: 1810.182129
	Iteration 0F: 2 clusters Score -171809.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -169506.281250 Penalty: 3620.364258
	Iteration 0F: 3 clusters Score -169506.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -169865.734375 Penalty: 3620.364258
	Iteration 1F: 3 clusters Score -169865.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -169984.718750 Penalty: 3620.364258
	Iteration 2F: 3 clusters Score -169984.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -170041.218750 Penalty: 3620.364258
	Iteration 3Q: 3 clusters Score -170041.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -170065.812500 Penalty: 3620.364258
	Iteration 4Q: 3 clusters Score -170065.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -170086.875000 Penalty: 3620.364258
	Iteration 5Q: 3 clusters Score -170086.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -170100.281250 Penalty: 3620.364258
	Iteration 6Q: 3 clusters Score -170100.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -170111.734375 Penalty: 3620.364258
	Iteration 7Q: 3 clusters Score -170111.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -170116.296875 Penalty: 3620.364258
	Iteration 8Q: 3 clusters Score -170116.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -170121.843750 Penalty: 3620.364258
	Iteration 9Q: 3 clusters Score -170121.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -170124.984375 Penalty: 3620.364258
	Iteration 10Q: 3 clusters Score -170125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -170126.828125 Penalty: 3620.364258
	Iteration 11Q: 3 clusters Score -170126.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -170127.375000 Penalty: 3620.364258
	Iteration 12Q: 3 clusters Score -170127.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -170129.296875 Penalty: 3620.364258
	Iteration 13Q: 3 clusters Score -170129.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -170130.156250 Penalty: 3620.364258
	Iteration 14Q: 3 clusters Score -170130.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -170130.156250 Penalty: 3620.364258
	Iteration 15F: 3 clusters Score -170130.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Entering Unmasked Estep 
Score: -1764726.500000 Penalty: 2379.000000
	Iteration 0F: 2 clusters Score -1764726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1754109.375000 Penalty: 4758.000000
	Iteration 0F: 3 clusters Score -1754109 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1757405.750000 Penalty: 4758.000000
	Iteration 1F: 3 clusters Score -1757406 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1757688.750000 Penalty: 4758.000000
	Iteration 2F: 3 clusters Score -1757689 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1757911.125000 Penalty: 4758.000000
	Iteration 3Q: 3 clusters Score -1757911 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1758109.625000 Penalty: 4758.000000
	Iteration 4Q: 3 clusters Score -1758110 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1758338.250000 Penalty: 4758.000000
	Iteration 5Q: 3 clusters Score -1758338 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1758572.250000 Penalty: 4758.000000
	Iteration 6Q: 3 clusters Score -1758572 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1758825.375000 Penalty: 4758.000000
	Iteration 7Q: 3 clusters Score -1758825 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1759107.750000 Penalty: 4758.000000
	Iteration 8Q: 3 clusters Score -1759108 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1759464.375000 Penalty: 4758.000000
	Iteration 9Q: 3 clusters Score -1759464 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1759955.500000 Penalty: 4758.000000
	Iteration 10Q: 3 clusters Score -1759956 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1760546.125000 Penalty: 4758.000000
	Iteration 11F: 3 clusters Score -1760546 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1761161.000000 Penalty: 4758.000000
	Iteration 12Q: 3 clusters Score -1761161 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1761685.625000 Penalty: 4758.000000
	Iteration 13Q: 3 clusters Score -1761686 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1762053.500000 Penalty: 4758.000000
	Iteration 14Q: 3 clusters Score -1762054 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1762283.375000 Penalty: 4758.000000
	Iteration 15Q: 3 clusters Score -1762283 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1762409.125000 Penalty: 4758.000000
	Iteration 16Q: 3 clusters Score -1762409 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1762506.000000 Penalty: 4758.000000
	Iteration 17Q: 3 clusters Score -1762506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1762560.875000 Penalty: 4758.000000
	Iteration 18Q: 3 clusters Score -1762561 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1762580.875000 Penalty: 4758.000000
	Iteration 19Q: 3 clusters Score -1762581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1762595.625000 Penalty: 4758.000000
	Iteration 20F: 3 clusters Score -1762596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1762608.625000 Penalty: 4758.000000
	Iteration 21Q: 3 clusters Score -1762609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1762622.625000 Penalty: 4758.000000
	Iteration 22Q: 3 clusters Score -1762623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1762637.000000 Penalty: 4758.000000
	Iteration 23Q: 3 clusters Score -1762637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1762644.375000 Penalty: 4758.000000
	Iteration 24Q: 3 clusters Score -1762644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1762655.250000 Penalty: 4758.000000
	Iteration 25Q: 3 clusters Score -1762655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1762662.625000 Penalty: 4758.000000
	Iteration 26Q: 3 clusters Score -1762663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1762665.625000 Penalty: 4758.000000
	Iteration 27Q: 3 clusters Score -1762666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1762669.500000 Penalty: 4758.000000
	Iteration 28Q: 3 clusters Score -1762670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1762676.625000 Penalty: 4758.000000
	Iteration 29Q: 3 clusters Score -1762677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1762678.250000 Penalty: 4758.000000
	Iteration 30Q: 3 clusters Score -1762678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1762682.750000 Penalty: 4758.000000
	Iteration 31Q: 3 clusters Score -1762683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1762682.750000 Penalty: 4758.000000
	Iteration 32F: 3 clusters Score -1762683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -66460.562500 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -66460.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64892.839844 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -64892.84 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65241.093750 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -65241.09 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -65351.492188 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -65351.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65435.539062 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -65435.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -65453.222656 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -65453.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -65473.593750 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -65473.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -65500.964844 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -65500.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -65519.828125 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -65519.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -65529.121094 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -65529.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -65540.531250 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -65540.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -65559.382812 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -65559.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -65574.500000 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -65574.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -65576.812500 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -65576.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -65581.500000 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -65581.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -65581.500000 Penalty: 3219.398926
	Iteration 14F: 3 clusters Score -65581.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Entering Unmasked Estep 
Score: -3164083.000000 Penalty: 2522.880127
	Iteration 0F: 2 clusters Score -3164083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -3146100.750000 Penalty: 5045.760254
	Iteration 0F: 3 clusters Score -3146101 nChanged 11669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -3152396.500000 Penalty: 5045.760254
	Iteration 1F: 3 clusters Score -3152396 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -3152811.750000 Penalty: 5045.760254
	Iteration 2Q: 3 clusters Score -3152812 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -3153245.750000 Penalty: 5045.760254
	Iteration 3Q: 3 clusters Score -3153246 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -3153841.750000 Penalty: 5045.760254
	Iteration 4Q: 3 clusters Score -3153842 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -3154706.750000 Penalty: 5045.760254
	Iteration 5F: 3 clusters Score -3154707 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -3155986.000000 Penalty: 5045.760254
	Iteration 6F: 3 clusters Score -3155986 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -3157584.250000 Penalty: 5045.760254
	Iteration 7F: 3 clusters Score -3157584 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3159329.000000 Penalty: 5045.760254
	Iteration 8F: 3 clusters Score -3159329 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3160673.750000 Penalty: 5045.760254
	Iteration 9F: 3 clusters Score -3160674 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3161378.000000 Penalty: 5045.760254
	Iteration 10Q: 3 clusters Score -3161378 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3161719.750000 Penalty: 5045.760254
	Iteration 11Q: 3 clusters Score -3161720 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3161919.000000 Penalty: 5045.760254
	Iteration 12Q: 3 clusters Score -3161919 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3162002.000000 Penalty: 5045.760254
	Iteration 13Q: 3 clusters Score -3162002 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3162051.000000 Penalty: 5045.760254
	Iteration 14Q: 3 clusters Score -3162051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3162079.750000 Penalty: 5045.760254
	Iteration 15Q: 3 clusters Score -3162080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3162107.000000 Penalty: 5045.760254
	Iteration 16Q: 3 clusters Score -3162107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3162120.500000 Penalty: 5045.760254
	Iteration 17Q: 3 clusters Score -3162120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3162133.250000 Penalty: 5045.760254
	Iteration 18Q: 3 clusters Score -3162133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3162140.250000 Penalty: 5045.760254
	Iteration 19Q: 3 clusters Score -3162140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3162160.500000 Penalty: 5045.760254
	Iteration 20F: 3 clusters Score -3162160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3162173.750000 Penalty: 5045.760254
	Iteration 21Q: 3 clusters Score -3162174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3162182.500000 Penalty: 5045.760254
	Iteration 22Q: 3 clusters Score -3162182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3162185.000000 Penalty: 5045.760254
	Iteration 23Q: 3 clusters Score -3162185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3162192.000000 Penalty: 5045.760254
	Iteration 24Q: 3 clusters Score -3162192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3162194.500000 Penalty: 5045.760254
	Iteration 25Q: 3 clusters Score -3162194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3162195.750000 Penalty: 5045.760254
	Iteration 26Q: 3 clusters Score -3162196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3162198.500000 Penalty: 5045.760254
	Iteration 27Q: 3 clusters Score -3162198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3162198.500000 Penalty: 5045.760254
	Iteration 28F: 3 clusters Score -3162198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Entering Unmasked Estep 
Score: -209929.406250 Penalty: 1880.771606
	Iteration 0F: 2 clusters Score -209929.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -207398.203125 Penalty: 3761.543213
	Iteration 0F: 3 clusters Score -207398.2 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -208090.750000 Penalty: 3761.543213
	Iteration 1F: 3 clusters Score -208090.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -208550.500000 Penalty: 3761.543213
	Iteration 2F: 3 clusters Score -208550.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -208878.515625 Penalty: 3761.543213
	Iteration 3F: 3 clusters Score -208878.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -209015.265625 Penalty: 3761.543213
	Iteration 4F: 3 clusters Score -209015.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -209091.281250 Penalty: 3761.543213
	Iteration 5Q: 3 clusters Score -209091.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -209137.312500 Penalty: 3761.543213
	Iteration 6Q: 3 clusters Score -209137.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -209186.156250 Penalty: 3761.543213
	Iteration 7Q: 3 clusters Score -209186.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -209228.593750 Penalty: 3761.543213
	Iteration 8Q: 3 clusters Score -209228.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -209264.625000 Penalty: 3761.543213
	Iteration 9Q: 3 clusters Score -209264.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -209308.703125 Penalty: 3761.543213
	Iteration 10Q: 3 clusters Score -209308.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -209337.609375 Penalty: 3761.543213
	Iteration 11Q: 3 clusters Score -209337.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -209359.437500 Penalty: 3761.543213
	Iteration 12Q: 3 clusters Score -209359.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -209385.343750 Penalty: 3761.543213
	Iteration 13Q: 3 clusters Score -209385.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -209408.328125 Penalty: 3761.543213
	Iteration 14Q: 3 clusters Score -209408.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -209426.250000 Penalty: 3761.543213
	Iteration 15Q: 3 clusters Score -209426.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -209436.546875 Penalty: 3761.543213
	Iteration 16Q: 3 clusters Score -209436.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -209442.812500 Penalty: 3761.543213
	Iteration 17Q: 3 clusters Score -209442.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -209446.625000 Penalty: 3761.543213
	Iteration 18Q: 3 clusters Score -209446.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -209449.531250 Penalty: 3761.543213
	Iteration 19Q: 3 clusters Score -209449.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -209451.453125 Penalty: 3761.543213
	Iteration 20F: 3 clusters Score -209451.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -209454.265625 Penalty: 3761.543213
	Iteration 21Q: 3 clusters Score -209454.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -209459.406250 Penalty: 3761.543213
	Iteration 22Q: 3 clusters Score -209459.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -209466.984375 Penalty: 3761.543213
	Iteration 23Q: 3 clusters Score -209467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -209469.875000 Penalty: 3761.543213
	Iteration 24Q: 3 clusters Score -209469.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -209469.875000 Penalty: 3761.543213
	Iteration 25F: 3 clusters Score -209469.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Entering Unmasked Estep 
Score: -1380374.000000 Penalty: 2318.760498
	Iteration 0F: 2 clusters Score -1380374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1371735.375000 Penalty: 4637.520996
	Iteration 0F: 3 clusters Score -1371735 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1374233.750000 Penalty: 4637.520996
	Iteration 1F: 3 clusters Score -1374234 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1374523.875000 Penalty: 4637.520996
	Iteration 2F: 3 clusters Score -1374524 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1374819.125000 Penalty: 4637.520996
	Iteration 3F: 3 clusters Score -1374819 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1375200.500000 Penalty: 4637.520996
	Iteration 4F: 3 clusters Score -1375200 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1375641.625000 Penalty: 4637.520996
	Iteration 5F: 3 clusters Score -1375642 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1376255.250000 Penalty: 4637.520996
	Iteration 6F: 3 clusters Score -1376255 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1376958.625000 Penalty: 4637.520996
	Iteration 7F: 3 clusters Score -1376959 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1377614.875000 Penalty: 4637.520996
	Iteration 8F: 3 clusters Score -1377615 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1378055.375000 Penalty: 4637.520996
	Iteration 9Q: 3 clusters Score -1378055 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1378339.500000 Penalty: 4637.520996
	Iteration 10Q: 3 clusters Score -1378340 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1378502.625000 Penalty: 4637.520996
	Iteration 11Q: 3 clusters Score -1378503 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1378584.375000 Penalty: 4637.520996
	Iteration 12Q: 3 clusters Score -1378584 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1378626.375000 Penalty: 4637.520996
	Iteration 13Q: 3 clusters Score -1378626 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1378646.375000 Penalty: 4637.520996
	Iteration 14Q: 3 clusters Score -1378646 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1378672.875000 Penalty: 4637.520996
	Iteration 15Q: 3 clusters Score -1378673 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1378690.375000 Penalty: 4637.520996
	Iteration 16Q: 3 clusters Score -1378690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1378706.250000 Penalty: 4637.520996
	Iteration 17Q: 3 clusters Score -1378706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1378718.500000 Penalty: 4637.520996
	Iteration 18Q: 3 clusters Score -1378718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1378733.125000 Penalty: 4637.520996
	Iteration 19Q: 3 clusters Score -1378733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1378742.250000 Penalty: 4637.520996
	Iteration 20F: 3 clusters Score -1378742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1378747.125000 Penalty: 4637.520996
	Iteration 21Q: 3 clusters Score -1378747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1378747.375000 Penalty: 4637.520996
	Iteration 22Q: 3 clusters Score -1378747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1378748.875000 Penalty: 4637.520996
	Iteration 23Q: 3 clusters Score -1378749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1378750.375000 Penalty: 4637.520996
	Iteration 24Q: 3 clusters Score -1378750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1378754.625000 Penalty: 4637.520996
	Iteration 25Q: 3 clusters Score -1378755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1378753.625000 Penalty: 4637.520996
	Iteration 26Q: 3 clusters Score -1378754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1378754.875000 Penalty: 4637.520996
	Iteration 27Q: 3 clusters Score -1378755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1378756.250000 Penalty: 4637.520996
	Iteration 28Q: 3 clusters Score -1378756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1378759.000000 Penalty: 4637.520996
	Iteration 29Q: 3 clusters Score -1378759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1378760.500000 Penalty: 4637.520996
	Iteration 30Q: 3 clusters Score -1378760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1378761.750000 Penalty: 4637.520996
	Iteration 31Q: 3 clusters Score -1378762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1378760.500000 Penalty: 4637.520996
	Iteration 32Q: 3 clusters Score -1378760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1378763.375000 Penalty: 4637.520996
	Iteration 33Q: 3 clusters Score -1378763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1378763.375000 Penalty: 4637.520996
	Iteration 34Q: 3 clusters Score -1378763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1378765.000000 Penalty: 4637.520996
	Iteration 35Q: 3 clusters Score -1378765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1378762.125000 Penalty: 4637.520996
	Iteration 36Q: 3 clusters Score -1378762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1378763.750000 Penalty: 4637.520996
	Iteration 37Q: 3 clusters Score -1378764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1378766.375000 Penalty: 4637.520996
	Iteration 38Q: 3 clusters Score -1378766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1378768.500000 Penalty: 4637.520996
	Iteration 39Q: 3 clusters Score -1378768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1378768.375000 Penalty: 4637.520996
	Iteration 40F: 3 clusters Score -1378768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1378770.000000 Penalty: 4637.520996
	Iteration 41Q: 3 clusters Score -1378770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1378770.000000 Penalty: 4637.520996
	Iteration 42F: 3 clusters Score -1378770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Entering Unmasked Estep 
Score: -5351176.000000 Penalty: 2654.872314
	Iteration 0F: 2 clusters Score -5351176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -5321167.500000 Penalty: 5309.744629
	Iteration 0F: 3 clusters Score -5321168 nChanged 20458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -5332160.500000 Penalty: 5309.744629
	Iteration 1F: 3 clusters Score -5332160 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -5332568.500000 Penalty: 5309.744629
	Iteration 2Q: 3 clusters Score -5332568 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -5332959.000000 Penalty: 5309.744629
	Iteration 3Q: 3 clusters Score -5332959 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -5333324.500000 Penalty: 5309.744629
	Iteration 4Q: 3 clusters Score -5333324 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -5333692.500000 Penalty: 5309.744629
	Iteration 5Q: 3 clusters Score -5333692 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -5334069.000000 Penalty: 5309.744629
	Iteration 6Q: 3 clusters Score -5334069 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -5334482.000000 Penalty: 5309.744629
	Iteration 7Q: 3 clusters Score -5334482 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -5335007.500000 Penalty: 5309.744629
	Iteration 8Q: 3 clusters Score -5335008 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -5335744.500000 Penalty: 5309.744629
	Iteration 9Q: 3 clusters Score -5335744 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -5336790.500000 Penalty: 5309.744629
	Iteration 10Q: 3 clusters Score -5336790 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -5338108.500000 Penalty: 5309.744629
	Iteration 11Q: 3 clusters Score -5338108 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -5339701.500000 Penalty: 5309.744629
	Iteration 12F: 3 clusters Score -5339702 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -5341203.000000 Penalty: 5309.744629
	Iteration 13F: 3 clusters Score -5341203 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -5342314.000000 Penalty: 5309.744629
	Iteration 14Q: 3 clusters Score -5342314 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -5342855.500000 Penalty: 5309.744629
	Iteration 15Q: 3 clusters Score -5342856 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -5343108.000000 Penalty: 5309.744629
	Iteration 16Q: 3 clusters Score -5343108 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -5343212.500000 Penalty: 5309.744629
	Iteration 17Q: 3 clusters Score -5343212 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -5343339.000000 Penalty: 5309.744629
	Iteration 18Q: 3 clusters Score -5343339 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -5343397.000000 Penalty: 5309.744629
	Iteration 19Q: 3 clusters Score -5343397 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -5343455.500000 Penalty: 5309.744629
	Iteration 20F: 3 clusters Score -5343456 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -5343521.000000 Penalty: 5309.744629
	Iteration 21Q: 3 clusters Score -5343521 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -5343580.500000 Penalty: 5309.744629
	Iteration 22Q: 3 clusters Score -5343580 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -5343629.000000 Penalty: 5309.744629
	Iteration 23Q: 3 clusters Score -5343629 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -5343689.000000 Penalty: 5309.744629
	Iteration 24Q: 3 clusters Score -5343689 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -5343732.000000 Penalty: 5309.744629
	Iteration 25Q: 3 clusters Score -5343732 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -5343773.000000 Penalty: 5309.744629
	Iteration 26Q: 3 clusters Score -5343773 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -5343844.500000 Penalty: 5309.744629
	Iteration 27Q: 3 clusters Score -5343844 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -5343903.000000 Penalty: 5309.744629
	Iteration 28Q: 3 clusters Score -5343903 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -5343922.000000 Penalty: 5309.744629
	Iteration 29Q: 3 clusters Score -5343922 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -5343970.000000 Penalty: 5309.744629
	Iteration 30Q: 3 clusters Score -5343970 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -5344039.000000 Penalty: 5309.744629
	Iteration 31Q: 3 clusters Score -5344039 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -5344096.000000 Penalty: 5309.744629
	Iteration 32Q: 3 clusters Score -5344096 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -5344151.500000 Penalty: 5309.744629
	Iteration 33Q: 3 clusters Score -5344152 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -5344206.500000 Penalty: 5309.744629
	Iteration 34Q: 3 clusters Score -5344206 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -5344256.500000 Penalty: 5309.744629
	Iteration 35Q: 3 clusters Score -5344256 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -5344313.000000 Penalty: 5309.744629
	Iteration 36Q: 3 clusters Score -5344313 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -5344390.000000 Penalty: 5309.744629
	Iteration 37Q: 3 clusters Score -5344390 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -5344457.000000 Penalty: 5309.744629
	Iteration 38Q: 3 clusters Score -5344457 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -5344509.000000 Penalty: 5309.744629
	Iteration 39Q: 3 clusters Score -5344509 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -5344558.500000 Penalty: 5309.744629
	Iteration 40F: 3 clusters Score -5344558 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -5344607.000000 Penalty: 5309.744629
	Iteration 41Q: 3 clusters Score -5344607 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -5344654.500000 Penalty: 5309.744629
	Iteration 42Q: 3 clusters Score -5344654 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -5344701.000000 Penalty: 5309.744629
	Iteration 43Q: 3 clusters Score -5344701 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -5344730.500000 Penalty: 5309.744629
	Iteration 44Q: 3 clusters Score -5344730 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -5344800.500000 Penalty: 5309.744629
	Iteration 45Q: 3 clusters Score -5344800 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -5344841.500000 Penalty: 5309.744629
	Iteration 46Q: 3 clusters Score -5344842 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -5344913.500000 Penalty: 5309.744629
	Iteration 47Q: 3 clusters Score -5344914 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -5344984.500000 Penalty: 5309.744629
	Iteration 48Q: 3 clusters Score -5344984 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -5345065.500000 Penalty: 5309.744629
	Iteration 49Q: 3 clusters Score -5345066 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -5345152.500000 Penalty: 5309.744629
	Iteration 50Q: 3 clusters Score -5345152 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -5345239.500000 Penalty: 5309.744629
	Iteration 51Q: 3 clusters Score -5345240 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -5345318.500000 Penalty: 5309.744629
	Iteration 52Q: 3 clusters Score -5345318 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -5345374.500000 Penalty: 5309.744629
	Iteration 53Q: 3 clusters Score -5345374 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -5345538.000000 Penalty: 5309.744629
	Iteration 54Q: 3 clusters Score -5345538 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -5345649.000000 Penalty: 5309.744629
	Iteration 55Q: 3 clusters Score -5345649 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -5345752.000000 Penalty: 5309.744629
	Iteration 56Q: 3 clusters Score -5345752 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -5345848.500000 Penalty: 5309.744629
	Iteration 57Q: 3 clusters Score -5345848 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -5345963.500000 Penalty: 5309.744629
	Iteration 58Q: 3 clusters Score -5345964 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -5346073.500000 Penalty: 5309.744629
	Iteration 59Q: 3 clusters Score -5346074 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -5346202.000000 Penalty: 5309.744629
	Iteration 60F: 3 clusters Score -5346202 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -5346319.000000 Penalty: 5309.744629
	Iteration 61Q: 3 clusters Score -5346319 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -5346454.000000 Penalty: 5309.744629
	Iteration 62Q: 3 clusters Score -5346454 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -5346555.500000 Penalty: 5309.744629
	Iteration 63Q: 3 clusters Score -5346556 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -5346648.500000 Penalty: 5309.744629
	Iteration 64Q: 3 clusters Score -5346648 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -5346724.500000 Penalty: 5309.744629
	Iteration 65Q: 3 clusters Score -5346724 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -5346830.000000 Penalty: 5309.744629
	Iteration 66Q: 3 clusters Score -5346830 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -5346966.500000 Penalty: 5309.744629
	Iteration 67Q: 3 clusters Score -5346966 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -5347083.000000 Penalty: 5309.744629
	Iteration 68Q: 3 clusters Score -5347083 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -5347209.500000 Penalty: 5309.744629
	Iteration 69Q: 3 clusters Score -5347210 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -5347332.000000 Penalty: 5309.744629
	Iteration 70Q: 3 clusters Score -5347332 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -5347437.000000 Penalty: 5309.744629
	Iteration 71Q: 3 clusters Score -5347437 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -5347573.500000 Penalty: 5309.744629
	Iteration 72Q: 3 clusters Score -5347574 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -5347653.000000 Penalty: 5309.744629
	Iteration 73Q: 3 clusters Score -5347653 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -5347745.000000 Penalty: 5309.744629
	Iteration 74Q: 3 clusters Score -5347745 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -5347815.500000 Penalty: 5309.744629
	Iteration 75Q: 3 clusters Score -5347816 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -5347927.500000 Penalty: 5309.744629
	Iteration 76Q: 3 clusters Score -5347928 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -5348006.500000 Penalty: 5309.744629
	Iteration 77Q: 3 clusters Score -5348006 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -5348085.500000 Penalty: 5309.744629
	Iteration 78Q: 3 clusters Score -5348086 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -5348168.000000 Penalty: 5309.744629
	Iteration 79Q: 3 clusters Score -5348168 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -5348207.000000 Penalty: 5309.744629
	Iteration 80F: 3 clusters Score -5348207 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -5348270.000000 Penalty: 5309.744629
	Iteration 81Q: 3 clusters Score -5348270 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -5348324.500000 Penalty: 5309.744629
	Iteration 82Q: 3 clusters Score -5348324 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -5348381.500000 Penalty: 5309.744629
	Iteration 83Q: 3 clusters Score -5348382 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -5348422.500000 Penalty: 5309.744629
	Iteration 84Q: 3 clusters Score -5348422 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -5348472.000000 Penalty: 5309.744629
	Iteration 85Q: 3 clusters Score -5348472 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -5348498.500000 Penalty: 5309.744629
	Iteration 86Q: 3 clusters Score -5348498 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -5348545.500000 Penalty: 5309.744629
	Iteration 87Q: 3 clusters Score -5348546 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -5348578.000000 Penalty: 5309.744629
	Iteration 88Q: 3 clusters Score -5348578 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5348611.000000 Penalty: 5309.744629
	Iteration 89Q: 3 clusters Score -5348611 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -5348657.500000 Penalty: 5309.744629
	Iteration 90Q: 3 clusters Score -5348658 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -5348686.000000 Penalty: 5309.744629
	Iteration 91Q: 3 clusters Score -5348686 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -5348712.500000 Penalty: 5309.744629
	Iteration 92Q: 3 clusters Score -5348712 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -5348739.500000 Penalty: 5309.744629
	Iteration 93Q: 3 clusters Score -5348740 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -5348757.500000 Penalty: 5309.744629
	Iteration 94Q: 3 clusters Score -5348758 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -5348780.500000 Penalty: 5309.744629
	Iteration 95Q: 3 clusters Score -5348780 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -5348796.500000 Penalty: 5309.744629
	Iteration 96Q: 3 clusters Score -5348796 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -5348819.000000 Penalty: 5309.744629
	Iteration 97Q: 3 clusters Score -5348819 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -5348840.000000 Penalty: 5309.744629
	Iteration 98Q: 3 clusters Score -5348840 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -5348861.500000 Penalty: 5309.744629
	Iteration 99Q: 3 clusters Score -5348862 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5348872.000000 Penalty: 5309.744629
	Iteration 100F: 3 clusters Score -5348872 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5348889.000000 Penalty: 5309.744629
	Iteration 101Q: 3 clusters Score -5348889 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5348925.000000 Penalty: 5309.744629
	Iteration 102Q: 3 clusters Score -5348925 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5348935.500000 Penalty: 5309.744629
	Iteration 103Q: 3 clusters Score -5348936 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5348961.000000 Penalty: 5309.744629
	Iteration 104Q: 3 clusters Score -5348961 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5348970.000000 Penalty: 5309.744629
	Iteration 105Q: 3 clusters Score -5348970 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5348977.500000 Penalty: 5309.744629
	Iteration 106Q: 3 clusters Score -5348978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5348976.000000 Penalty: 5309.744629
	Iteration 107Q: 3 clusters Score -5348976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5348986.000000 Penalty: 5309.744629
	Iteration 108Q: 3 clusters Score -5348986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5348994.500000 Penalty: 5309.744629
	Iteration 109Q: 3 clusters Score -5348994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5348999.000000 Penalty: 5309.744629
	Iteration 110Q: 3 clusters Score -5348999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5348991.000000 Penalty: 5309.744629
	Iteration 111Q: 3 clusters Score -5348991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5348993.500000 Penalty: 5309.744629
	Iteration 112Q: 3 clusters Score -5348994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5349001.000000 Penalty: 5309.744629
	Iteration 113Q: 3 clusters Score -5349001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5349002.500000 Penalty: 5309.744629
	Iteration 114Q: 3 clusters Score -5349002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5349006.500000 Penalty: 5309.744629
	Iteration 115Q: 3 clusters Score -5349006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5349014.000000 Penalty: 5309.744629
	Iteration 116Q: 3 clusters Score -5349014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5349020.500000 Penalty: 5309.744629
	Iteration 117Q: 3 clusters Score -5349020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5349025.500000 Penalty: 5309.744629
	Iteration 118Q: 3 clusters Score -5349026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5349031.000000 Penalty: 5309.744629
	Iteration 119Q: 3 clusters Score -5349031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5349037.000000 Penalty: 5309.744629
	Iteration 120F: 3 clusters Score -5349037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5349039.500000 Penalty: 5309.744629
	Iteration 121Q: 3 clusters Score -5349040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5349030.500000 Penalty: 5309.744629
	Iteration 122Q: 3 clusters Score -5349030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5349039.500000 Penalty: 5309.744629
	Iteration 123Q: 3 clusters Score -5349040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5349044.500000 Penalty: 5309.744629
	Iteration 124Q: 3 clusters Score -5349044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5349046.000000 Penalty: 5309.744629
	Iteration 125Q: 3 clusters Score -5349046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5349044.000000 Penalty: 5309.744629
	Iteration 126Q: 3 clusters Score -5349044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5349044.500000 Penalty: 5309.744629
	Iteration 127Q: 3 clusters Score -5349044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5349049.000000 Penalty: 5309.744629
	Iteration 128Q: 3 clusters Score -5349049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5349051.000000 Penalty: 5309.744629
	Iteration 129Q: 3 clusters Score -5349051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -5349052.500000 Penalty: 5309.744629
	Iteration 130Q: 3 clusters Score -5349052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5349055.500000 Penalty: 5309.744629
	Iteration 131Q: 3 clusters Score -5349056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5349052.000000 Penalty: 5309.744629
	Iteration 132Q: 3 clusters Score -5349052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5349052.000000 Penalty: 5309.744629
	Iteration 133Q: 3 clusters Score -5349052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5349052.500000 Penalty: 5309.744629
	Iteration 134Q: 3 clusters Score -5349052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5349052.500000 Penalty: 5309.744629
	Iteration 135F: 3 clusters Score -5349052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (81300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81300 members 
Entering Unmasked Estep 
Score: -9779215.000000 Penalty: 2803.863525
	Iteration 0F: 2 clusters Score -9779215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -9724786.000000 Penalty: 5607.727051
	Iteration 0F: 3 clusters Score -9724786 nChanged 38431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -9746250.000000 Penalty: 5607.727051
	Iteration 1F: 3 clusters Score -9746250 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -9746943.000000 Penalty: 5607.727051
	Iteration 2Q: 3 clusters Score -9746943 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -9747773.000000 Penalty: 5607.727051
	Iteration 3Q: 3 clusters Score -9747773 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -9748747.000000 Penalty: 5607.727051
	Iteration 4Q: 3 clusters Score -9748747 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -9750071.000000 Penalty: 5607.727051
	Iteration 5Q: 3 clusters Score -9750071 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -9752320.000000 Penalty: 5607.727051
	Iteration 6F: 3 clusters Score -9752320 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58734 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -9755928.000000 Penalty: 5607.727051
	Iteration 7F: 3 clusters Score -9755928 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64992 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -9761087.000000 Penalty: 5607.727051
	Iteration 8F: 3 clusters Score -9761087 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71507 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -9767385.000000 Penalty: 5607.727051
	Iteration 9F: 3 clusters Score -9767385 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76687 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -9772471.000000 Penalty: 5607.727051
	Iteration 10F: 3 clusters Score -9772471 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79505 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -9775152.000000 Penalty: 5607.727051
	Iteration 11Q: 3 clusters Score -9775152 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80552 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9776136.000000 Penalty: 5607.727051
	Iteration 12Q: 3 clusters Score -9776136 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80867 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9776415.000000 Penalty: 5607.727051
	Iteration 13Q: 3 clusters Score -9776415 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80968 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9776569.000000 Penalty: 5607.727051
	Iteration 14Q: 3 clusters Score -9776569 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81009 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9776629.000000 Penalty: 5607.727051
	Iteration 15Q: 3 clusters Score -9776629 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81033 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9776698.000000 Penalty: 5607.727051
	Iteration 16Q: 3 clusters Score -9776698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81042 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9776728.000000 Penalty: 5607.727051
	Iteration 17Q: 3 clusters Score -9776728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81050 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9776737.000000 Penalty: 5607.727051
	Iteration 18Q: 3 clusters Score -9776737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81053 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9776744.000000 Penalty: 5607.727051
	Iteration 19Q: 3 clusters Score -9776744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81054 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9776749.000000 Penalty: 5607.727051
	Iteration 20F: 3 clusters Score -9776749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81053 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9776748.000000 Penalty: 5607.727051
	Iteration 21Q: 3 clusters Score -9776748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81053 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9776748.000000 Penalty: 5607.727051
	Iteration 22F: 3 clusters Score -9776748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (213770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213770 members 
Entering Unmasked Estep 
Score: -25469132.000000 Penalty: 3043.618652
	Iteration 0F: 2 clusters Score -2.546913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106938 members 
Mstep: Class 2 contains 106832 members 
Entering Unmasked Estep 
Score: -25332920.000000 Penalty: 6087.237305
	Iteration 0F: 3 clusters Score -2.533292e+07 nChanged 103128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107594 members 
Mstep: Class 2 contains 106176 members 
Entering Unmasked Estep 
Score: -25393046.000000 Penalty: 6087.237305
	Iteration 1F: 3 clusters Score -2.539305e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108107 members 
Mstep: Class 2 contains 105663 members 
Entering Unmasked Estep 
Score: -25394048.000000 Penalty: 6087.237305
	Iteration 2Q: 3 clusters Score -2.539405e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108902 members 
Mstep: Class 2 contains 104868 members 
Entering Unmasked Estep 
Score: -25395072.000000 Penalty: 6087.237305
	Iteration 3Q: 3 clusters Score -2.539507e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109840 members 
Mstep: Class 2 contains 103930 members 
Entering Unmasked Estep 
Score: -25396276.000000 Penalty: 6087.237305
	Iteration 4Q: 3 clusters Score -2.539628e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111222 members 
Mstep: Class 2 contains 102548 members 
Entering Unmasked Estep 
Score: -25397680.000000 Penalty: 6087.237305
	Iteration 5Q: 3 clusters Score -2.539768e+07 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113256 members 
Mstep: Class 2 contains 100514 members 
Entering Unmasked Estep 
Score: -25399522.000000 Penalty: 6087.237305
	Iteration 6Q: 3 clusters Score -2.539952e+07 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116198 members 
Mstep: Class 2 contains 97572 members 
Entering Unmasked Estep 
Score: -25402966.000000 Penalty: 6087.237305
	Iteration 7Q: 3 clusters Score -2.540297e+07 nChanged 10762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119966 members 
Mstep: Class 2 contains 93804 members 
Entering Unmasked Estep 
Score: -25408832.000000 Penalty: 6087.237305
	Iteration 8F: 3 clusters Score -2.540883e+07 nChanged 13206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124106 members 
Mstep: Class 2 contains 89664 members 
Entering Unmasked Estep 
Score: -25417764.000000 Penalty: 6087.237305
	Iteration 9F: 3 clusters Score -2.541776e+07 nChanged 14458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127018 members 
Mstep: Class 2 contains 86752 members 
Entering Unmasked Estep 
Score: -25427824.000000 Penalty: 6087.237305
	Iteration 10F: 3 clusters Score -2.542782e+07 nChanged 13029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128049 members 
Mstep: Class 2 contains 85721 members 
Entering Unmasked Estep 
Score: -25434640.000000 Penalty: 6087.237305
	Iteration 11F: 3 clusters Score -2.543464e+07 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127662 members 
Mstep: Class 2 contains 86108 members 
Entering Unmasked Estep 
Score: -25436862.000000 Penalty: 6087.237305
	Iteration 12Q: 3 clusters Score -2.543686e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126864 members 
Mstep: Class 2 contains 86906 members 
Entering Unmasked Estep 
Score: -25437392.000000 Penalty: 6087.237305
	Iteration 13Q: 3 clusters Score -2.543739e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125827 members 
Mstep: Class 2 contains 87943 members 
Entering Unmasked Estep 
Score: -25437690.000000 Penalty: 6087.237305
	Iteration 14Q: 3 clusters Score -2.543769e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124755 members 
Mstep: Class 2 contains 89015 members 
Entering Unmasked Estep 
Score: -25438072.000000 Penalty: 6087.237305
	Iteration 15Q: 3 clusters Score -2.543807e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123615 members 
Mstep: Class 2 contains 90155 members 
Entering Unmasked Estep 
Score: -25438408.000000 Penalty: 6087.237305
	Iteration 16Q: 3 clusters Score -2.543841e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122449 members 
Mstep: Class 2 contains 91321 members 
Entering Unmasked Estep 
Score: -25438666.000000 Penalty: 6087.237305
	Iteration 17Q: 3 clusters Score -2.543867e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121185 members 
Mstep: Class 2 contains 92585 members 
Entering Unmasked Estep 
Score: -25438806.000000 Penalty: 6087.237305
	Iteration 18Q: 3 clusters Score -2.543881e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119882 members 
Mstep: Class 2 contains 93888 members 
Entering Unmasked Estep 
Score: -25439088.000000 Penalty: 6087.237305
	Iteration 19Q: 3 clusters Score -2.543909e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118595 members 
Mstep: Class 2 contains 95175 members 
Entering Unmasked Estep 
Score: -25439388.000000 Penalty: 6087.237305
	Iteration 20F: 3 clusters Score -2.543939e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117245 members 
Mstep: Class 2 contains 96525 members 
Entering Unmasked Estep 
Score: -25439776.000000 Penalty: 6087.237305
	Iteration 21Q: 3 clusters Score -2.543978e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115707 members 
Mstep: Class 2 contains 98063 members 
Entering Unmasked Estep 
Score: -25440230.000000 Penalty: 6087.237305
	Iteration 22Q: 3 clusters Score -2.544023e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113869 members 
Mstep: Class 2 contains 99901 members 
Entering Unmasked Estep 
Score: -25440552.000000 Penalty: 6087.237305
	Iteration 23Q: 3 clusters Score -2.544055e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111847 members 
Mstep: Class 2 contains 101923 members 
Entering Unmasked Estep 
Score: -25440802.000000 Penalty: 6087.237305
	Iteration 24Q: 3 clusters Score -2.54408e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109827 members 
Mstep: Class 2 contains 103943 members 
Entering Unmasked Estep 
Score: -25440936.000000 Penalty: 6087.237305
	Iteration 25Q: 3 clusters Score -2.544094e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107697 members 
Mstep: Class 2 contains 106073 members 
Entering Unmasked Estep 
Score: -25441138.000000 Penalty: 6087.237305
	Iteration 26Q: 3 clusters Score -2.544114e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105520 members 
Mstep: Class 2 contains 108250 members 
Entering Unmasked Estep 
Score: -25441392.000000 Penalty: 6087.237305
	Iteration 27Q: 3 clusters Score -2.544139e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103294 members 
Mstep: Class 2 contains 110476 members 
Entering Unmasked Estep 
Score: -25441684.000000 Penalty: 6087.237305
	Iteration 28Q: 3 clusters Score -2.544168e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101115 members 
Mstep: Class 2 contains 112655 members 
Entering Unmasked Estep 
Score: -25441986.000000 Penalty: 6087.237305
	Iteration 29Q: 3 clusters Score -2.544199e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99060 members 
Mstep: Class 2 contains 114710 members 
Entering Unmasked Estep 
Score: -25442158.000000 Penalty: 6087.237305
	Iteration 30Q: 3 clusters Score -2.544216e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97200 members 
Mstep: Class 2 contains 116570 members 
Entering Unmasked Estep 
Score: -25442326.000000 Penalty: 6087.237305
	Iteration 31Q: 3 clusters Score -2.544233e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95478 members 
Mstep: Class 2 contains 118292 members 
Entering Unmasked Estep 
Score: -25442462.000000 Penalty: 6087.237305
	Iteration 32Q: 3 clusters Score -2.544246e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93875 members 
Mstep: Class 2 contains 119895 members 
Entering Unmasked Estep 
Score: -25442524.000000 Penalty: 6087.237305
	Iteration 33Q: 3 clusters Score -2.544252e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92240 members 
Mstep: Class 2 contains 121530 members 
Entering Unmasked Estep 
Score: -25442580.000000 Penalty: 6087.237305
	Iteration 34Q: 3 clusters Score -2.544258e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90588 members 
Mstep: Class 2 contains 123182 members 
Entering Unmasked Estep 
Score: -25442700.000000 Penalty: 6087.237305
	Iteration 35Q: 3 clusters Score -2.54427e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88843 members 
Mstep: Class 2 contains 124927 members 
Entering Unmasked Estep 
Score: -25442776.000000 Penalty: 6087.237305
	Iteration 36Q: 3 clusters Score -2.544278e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87119 members 
Mstep: Class 2 contains 126651 members 
Entering Unmasked Estep 
Score: -25442744.000000 Penalty: 6087.237305
	Iteration 37Q: 3 clusters Score -2.544274e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85432 members 
Mstep: Class 2 contains 128338 members 
Entering Unmasked Estep 
Score: -25442706.000000 Penalty: 6087.237305
	Iteration 38Q: 3 clusters Score -2.544271e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83848 members 
Mstep: Class 2 contains 129922 members 
Entering Unmasked Estep 
Score: -25442650.000000 Penalty: 6087.237305
	Iteration 39Q: 3 clusters Score -2.544265e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82371 members 
Mstep: Class 2 contains 131399 members 
Entering Unmasked Estep 
Score: -25442614.000000 Penalty: 6087.237305
	Iteration 40F: 3 clusters Score -2.544261e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 132839 members 
Entering Unmasked Estep 
Score: -25442624.000000 Penalty: 6087.237305
	Iteration 41Q: 3 clusters Score -2.544262e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79617 members 
Mstep: Class 2 contains 134153 members 
Entering Unmasked Estep 
Score: -25442586.000000 Penalty: 6087.237305
	Iteration 42Q: 3 clusters Score -2.544259e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78408 members 
Mstep: Class 2 contains 135362 members 
Entering Unmasked Estep 
Score: -25442562.000000 Penalty: 6087.237305
	Iteration 43Q: 3 clusters Score -2.544256e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77300 members 
Mstep: Class 2 contains 136470 members 
Entering Unmasked Estep 
Score: -25442442.000000 Penalty: 6087.237305
	Iteration 44Q: 3 clusters Score -2.544244e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76370 members 
Mstep: Class 2 contains 137400 members 
Entering Unmasked Estep 
Score: -25442526.000000 Penalty: 6087.237305
	Iteration 45Q: 3 clusters Score -2.544253e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75621 members 
Mstep: Class 2 contains 138149 members 
Entering Unmasked Estep 
Score: -25442628.000000 Penalty: 6087.237305
	Iteration 46Q: 3 clusters Score -2.544263e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74957 members 
Mstep: Class 2 contains 138813 members 
Entering Unmasked Estep 
Score: -25442674.000000 Penalty: 6087.237305
	Iteration 47Q: 3 clusters Score -2.544267e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74387 members 
Mstep: Class 2 contains 139383 members 
Entering Unmasked Estep 
Score: -25442604.000000 Penalty: 6087.237305
	Iteration 48Q: 3 clusters Score -2.54426e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74000 members 
Mstep: Class 2 contains 139770 members 
Entering Unmasked Estep 
Score: -25442622.000000 Penalty: 6087.237305
	Iteration 49Q: 3 clusters Score -2.544262e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73762 members 
Mstep: Class 2 contains 140008 members 
Entering Unmasked Estep 
Score: -25442602.000000 Penalty: 6087.237305
	Iteration 50Q: 3 clusters Score -2.54426e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73588 members 
Mstep: Class 2 contains 140182 members 
Entering Unmasked Estep 
Score: -25442578.000000 Penalty: 6087.237305
	Iteration 51Q: 3 clusters Score -2.544258e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73515 members 
Mstep: Class 2 contains 140255 members 
Entering Unmasked Estep 
Score: -25442528.000000 Penalty: 6087.237305
	Iteration 52Q: 3 clusters Score -2.544253e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73544 members 
Mstep: Class 2 contains 140226 members 
Entering Unmasked Estep 
Score: -25442464.000000 Penalty: 6087.237305
	Iteration 53Q: 3 clusters Score -2.544246e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73707 members 
Mstep: Class 2 contains 140063 members 
Entering Unmasked Estep 
Score: -25442356.000000 Penalty: 6087.237305
	Iteration 54Q: 3 clusters Score -2.544236e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74014 members 
Mstep: Class 2 contains 139756 members 
Entering Unmasked Estep 
Score: -25442270.000000 Penalty: 6087.237305
	Iteration 55Q: 3 clusters Score -2.544227e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74418 members 
Mstep: Class 2 contains 139352 members 
Entering Unmasked Estep 
Score: -25442248.000000 Penalty: 6087.237305
	Iteration 56Q: 3 clusters Score -2.544225e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74877 members 
Mstep: Class 2 contains 138893 members 
Entering Unmasked Estep 
Score: -25442244.000000 Penalty: 6087.237305
	Iteration 57Q: 3 clusters Score -2.544224e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75468 members 
Mstep: Class 2 contains 138302 members 
Entering Unmasked Estep 
Score: -25442258.000000 Penalty: 6087.237305
	Iteration 58Q: 3 clusters Score -2.544226e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76124 members 
Mstep: Class 2 contains 137646 members 
Entering Unmasked Estep 
Score: -25442198.000000 Penalty: 6087.237305
	Iteration 59Q: 3 clusters Score -2.54422e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76784 members 
Mstep: Class 2 contains 136986 members 
Entering Unmasked Estep 
Score: -25442168.000000 Penalty: 6087.237305
	Iteration 60F: 3 clusters Score -2.544217e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77470 members 
Mstep: Class 2 contains 136300 members 
Entering Unmasked Estep 
Score: -25442132.000000 Penalty: 6087.237305
	Iteration 61Q: 3 clusters Score -2.544213e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78238 members 
Mstep: Class 2 contains 135532 members 
Entering Unmasked Estep 
Score: -25442134.000000 Penalty: 6087.237305
	Iteration 62Q: 3 clusters Score -2.544213e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79085 members 
Mstep: Class 2 contains 134685 members 
Entering Unmasked Estep 
Score: -25442120.000000 Penalty: 6087.237305
	Iteration 63Q: 3 clusters Score -2.544212e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Mstep: Class 2 contains 133762 members 
Entering Unmasked Estep 
Score: -25442046.000000 Penalty: 6087.237305
	Iteration 64Q: 3 clusters Score -2.544205e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80983 members 
Mstep: Class 2 contains 132787 members 
Entering Unmasked Estep 
Score: -25442150.000000 Penalty: 6087.237305
	Iteration 65Q: 3 clusters Score -2.544215e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81954 members 
Mstep: Class 2 contains 131816 members 
Entering Unmasked Estep 
Score: -25442000.000000 Penalty: 6087.237305
	Iteration 66Q: 3 clusters Score -2.5442e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83011 members 
Mstep: Class 2 contains 130759 members 
Entering Unmasked Estep 
Score: -25442112.000000 Penalty: 6087.237305
	Iteration 67Q: 3 clusters Score -2.544211e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84090 members 
Mstep: Class 2 contains 129680 members 
Entering Unmasked Estep 
Score: -25442230.000000 Penalty: 6087.237305
	Iteration 68Q: 3 clusters Score -2.544223e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85194 members 
Mstep: Class 2 contains 128576 members 
Entering Unmasked Estep 
Score: -25442226.000000 Penalty: 6087.237305
	Iteration 69Q: 3 clusters Score -2.544223e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86310 members 
Mstep: Class 2 contains 127460 members 
Entering Unmasked Estep 
Score: -25442430.000000 Penalty: 6087.237305
	Iteration 70Q: 3 clusters Score -2.544243e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87486 members 
Mstep: Class 2 contains 126284 members 
Entering Unmasked Estep 
Score: -25442540.000000 Penalty: 6087.237305
	Iteration 71Q: 3 clusters Score -2.544254e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88713 members 
Mstep: Class 2 contains 125057 members 
Entering Unmasked Estep 
Score: -25442734.000000 Penalty: 6087.237305
	Iteration 72Q: 3 clusters Score -2.544273e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90013 members 
Mstep: Class 2 contains 123757 members 
Entering Unmasked Estep 
Score: -25442764.000000 Penalty: 6087.237305
	Iteration 73Q: 3 clusters Score -2.544276e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91312 members 
Mstep: Class 2 contains 122458 members 
Entering Unmasked Estep 
Score: -25443036.000000 Penalty: 6087.237305
	Iteration 74Q: 3 clusters Score -2.544304e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92617 members 
Mstep: Class 2 contains 121153 members 
Entering Unmasked Estep 
Score: -25443226.000000 Penalty: 6087.237305
	Iteration 75Q: 3 clusters Score -2.544323e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94038 members 
Mstep: Class 2 contains 119732 members 
Entering Unmasked Estep 
Score: -25443380.000000 Penalty: 6087.237305
	Iteration 76Q: 3 clusters Score -2.544338e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95448 members 
Mstep: Class 2 contains 118322 members 
Entering Unmasked Estep 
Score: -25443482.000000 Penalty: 6087.237305
	Iteration 77Q: 3 clusters Score -2.544348e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97008 members 
Mstep: Class 2 contains 116762 members 
Entering Unmasked Estep 
Score: -25443790.000000 Penalty: 6087.237305
	Iteration 78Q: 3 clusters Score -2.544379e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98686 members 
Mstep: Class 2 contains 115084 members 
Entering Unmasked Estep 
Score: -25444162.000000 Penalty: 6087.237305
	Iteration 79Q: 3 clusters Score -2.544416e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100462 members 
Mstep: Class 2 contains 113308 members 
Entering Unmasked Estep 
Score: -25444350.000000 Penalty: 6087.237305
	Iteration 80F: 3 clusters Score -2.544435e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102288 members 
Mstep: Class 2 contains 111482 members 
Entering Unmasked Estep 
Score: -25444718.000000 Penalty: 6087.237305
	Iteration 81Q: 3 clusters Score -2.544472e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104387 members 
Mstep: Class 2 contains 109383 members 
Entering Unmasked Estep 
Score: -25445114.000000 Penalty: 6087.237305
	Iteration 82Q: 3 clusters Score -2.544511e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106531 members 
Mstep: Class 2 contains 107239 members 
Entering Unmasked Estep 
Score: -25445634.000000 Penalty: 6087.237305
	Iteration 83Q: 3 clusters Score -2.544563e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108782 members 
Mstep: Class 2 contains 104988 members 
Entering Unmasked Estep 
Score: -25446156.000000 Penalty: 6087.237305
	Iteration 84Q: 3 clusters Score -2.544616e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111155 members 
Mstep: Class 2 contains 102615 members 
Entering Unmasked Estep 
Score: -25446624.000000 Penalty: 6087.237305
	Iteration 85Q: 3 clusters Score -2.544662e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113667 members 
Mstep: Class 2 contains 100103 members 
Entering Unmasked Estep 
Score: -25447282.000000 Penalty: 6087.237305
	Iteration 86Q: 3 clusters Score -2.544728e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116166 members 
Mstep: Class 2 contains 97604 members 
Entering Unmasked Estep 
Score: -25448026.000000 Penalty: 6087.237305
	Iteration 87Q: 3 clusters Score -2.544803e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118617 members 
Mstep: Class 2 contains 95153 members 
Entering Unmasked Estep 
Score: -25448940.000000 Penalty: 6087.237305
	Iteration 88Q: 3 clusters Score -2.544894e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120863 members 
Mstep: Class 2 contains 92907 members 
Entering Unmasked Estep 
Score: -25450180.000000 Penalty: 6087.237305
	Iteration 89Q: 3 clusters Score -2.545018e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122795 members 
Mstep: Class 2 contains 90975 members 
Entering Unmasked Estep 
Score: -25450900.000000 Penalty: 6087.237305
	Iteration 90Q: 3 clusters Score -2.54509e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124319 members 
Mstep: Class 2 contains 89451 members 
Entering Unmasked Estep 
Score: -25451290.000000 Penalty: 6087.237305
	Iteration 91Q: 3 clusters Score -2.545129e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125414 members 
Mstep: Class 2 contains 88356 members 
Entering Unmasked Estep 
Score: -25451732.000000 Penalty: 6087.237305
	Iteration 92Q: 3 clusters Score -2.545173e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126047 members 
Mstep: Class 2 contains 87723 members 
Entering Unmasked Estep 
Score: -25451936.000000 Penalty: 6087.237305
	Iteration 93Q: 3 clusters Score -2.545194e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126356 members 
Mstep: Class 2 contains 87414 members 
Entering Unmasked Estep 
Score: -25452114.000000 Penalty: 6087.237305
	Iteration 94Q: 3 clusters Score -2.545211e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126290 members 
Mstep: Class 2 contains 87480 members 
Entering Unmasked Estep 
Score: -25452206.000000 Penalty: 6087.237305
	Iteration 95Q: 3 clusters Score -2.545221e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125926 members 
Mstep: Class 2 contains 87844 members 
Entering Unmasked Estep 
Score: -25452264.000000 Penalty: 6087.237305
	Iteration 96Q: 3 clusters Score -2.545226e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125386 members 
Mstep: Class 2 contains 88384 members 
Entering Unmasked Estep 
Score: -25452304.000000 Penalty: 6087.237305
	Iteration 97Q: 3 clusters Score -2.54523e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124767 members 
Mstep: Class 2 contains 89003 members 
Entering Unmasked Estep 
Score: -25452162.000000 Penalty: 6087.237305
	Iteration 98Q: 3 clusters Score -2.545216e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124019 members 
Mstep: Class 2 contains 89751 members 
Entering Unmasked Estep 
Score: -25452130.000000 Penalty: 6087.237305
	Iteration 99Q: 3 clusters Score -2.545213e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123182 members 
Mstep: Class 2 contains 90588 members 
Entering Unmasked Estep 
Score: -25452372.000000 Penalty: 6087.237305
	Iteration 100F: 3 clusters Score -2.545237e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122522 members 
Mstep: Class 2 contains 91248 members 
Entering Unmasked Estep 
Score: -25452474.000000 Penalty: 6087.237305
	Iteration 101Q: 3 clusters Score -2.545247e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121682 members 
Mstep: Class 2 contains 92088 members 
Entering Unmasked Estep 
Score: -25452480.000000 Penalty: 6087.237305
	Iteration 102Q: 3 clusters Score -2.545248e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120783 members 
Mstep: Class 2 contains 92987 members 
Entering Unmasked Estep 
Score: -25452408.000000 Penalty: 6087.237305
	Iteration 103Q: 3 clusters Score -2.545241e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119880 members 
Mstep: Class 2 contains 93890 members 
Entering Unmasked Estep 
Score: -25452420.000000 Penalty: 6087.237305
	Iteration 104Q: 3 clusters Score -2.545242e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118921 members 
Mstep: Class 2 contains 94849 members 
Entering Unmasked Estep 
Score: -25452420.000000 Penalty: 6087.237305
	Iteration 105Q: 3 clusters Score -2.545242e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117918 members 
Mstep: Class 2 contains 95852 members 
Entering Unmasked Estep 
Score: -25452476.000000 Penalty: 6087.237305
	Iteration 106Q: 3 clusters Score -2.545248e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116865 members 
Mstep: Class 2 contains 96905 members 
Entering Unmasked Estep 
Score: -25452502.000000 Penalty: 6087.237305
	Iteration 107Q: 3 clusters Score -2.54525e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115765 members 
Mstep: Class 2 contains 98005 members 
Entering Unmasked Estep 
Score: -25452494.000000 Penalty: 6087.237305
	Iteration 108Q: 3 clusters Score -2.545249e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114610 members 
Mstep: Class 2 contains 99160 members 
Entering Unmasked Estep 
Score: -25452550.000000 Penalty: 6087.237305
	Iteration 109Q: 3 clusters Score -2.545255e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113465 members 
Mstep: Class 2 contains 100305 members 
Entering Unmasked Estep 
Score: -25452434.000000 Penalty: 6087.237305
	Iteration 110Q: 3 clusters Score -2.545243e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112278 members 
Mstep: Class 2 contains 101492 members 
Entering Unmasked Estep 
Score: -25452454.000000 Penalty: 6087.237305
	Iteration 111Q: 3 clusters Score -2.545245e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111128 members 
Mstep: Class 2 contains 102642 members 
Entering Unmasked Estep 
Score: -25452606.000000 Penalty: 6087.237305
	Iteration 112Q: 3 clusters Score -2.545261e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110011 members 
Mstep: Class 2 contains 103759 members 
Entering Unmasked Estep 
Score: -25452712.000000 Penalty: 6087.237305
	Iteration 113Q: 3 clusters Score -2.545271e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108952 members 
Mstep: Class 2 contains 104818 members 
Entering Unmasked Estep 
Score: -25452716.000000 Penalty: 6087.237305
	Iteration 114Q: 3 clusters Score -2.545272e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107963 members 
Mstep: Class 2 contains 105807 members 
Entering Unmasked Estep 
Score: -25452728.000000 Penalty: 6087.237305
	Iteration 115Q: 3 clusters Score -2.545273e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107077 members 
Mstep: Class 2 contains 106693 members 
Entering Unmasked Estep 
Score: -25452682.000000 Penalty: 6087.237305
	Iteration 116Q: 3 clusters Score -2.545268e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106202 members 
Mstep: Class 2 contains 107568 members 
Entering Unmasked Estep 
Score: -25452702.000000 Penalty: 6087.237305
	Iteration 117Q: 3 clusters Score -2.54527e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105337 members 
Mstep: Class 2 contains 108433 members 
Entering Unmasked Estep 
Score: -25452688.000000 Penalty: 6087.237305
	Iteration 118Q: 3 clusters Score -2.545269e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104441 members 
Mstep: Class 2 contains 109329 members 
Entering Unmasked Estep 
Score: -25452764.000000 Penalty: 6087.237305
	Iteration 119Q: 3 clusters Score -2.545276e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103632 members 
Mstep: Class 2 contains 110138 members 
Entering Unmasked Estep 
Score: -25452756.000000 Penalty: 6087.237305
	Iteration 120F: 3 clusters Score -2.545276e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102916 members 
Mstep: Class 2 contains 110854 members 
Entering Unmasked Estep 
Score: -25452704.000000 Penalty: 6087.237305
	Iteration 121Q: 3 clusters Score -2.54527e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102293 members 
Mstep: Class 2 contains 111477 members 
Entering Unmasked Estep 
Score: -25452678.000000 Penalty: 6087.237305
	Iteration 122Q: 3 clusters Score -2.545268e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101720 members 
Mstep: Class 2 contains 112050 members 
Entering Unmasked Estep 
Score: -25452704.000000 Penalty: 6087.237305
	Iteration 123Q: 3 clusters Score -2.54527e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101176 members 
Mstep: Class 2 contains 112594 members 
Entering Unmasked Estep 
Score: -25452636.000000 Penalty: 6087.237305
	Iteration 124Q: 3 clusters Score -2.545264e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100709 members 
Mstep: Class 2 contains 113061 members 
Entering Unmasked Estep 
Score: -25452648.000000 Penalty: 6087.237305
	Iteration 125Q: 3 clusters Score -2.545265e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100319 members 
Mstep: Class 2 contains 113451 members 
Entering Unmasked Estep 
Score: -25452540.000000 Penalty: 6087.237305
	Iteration 126Q: 3 clusters Score -2.545254e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100007 members 
Mstep: Class 2 contains 113763 members 
Entering Unmasked Estep 
Score: -25452436.000000 Penalty: 6087.237305
	Iteration 127Q: 3 clusters Score -2.545244e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99747 members 
Mstep: Class 2 contains 114023 members 
Entering Unmasked Estep 
Score: -25452476.000000 Penalty: 6087.237305
	Iteration 128Q: 3 clusters Score -2.545248e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99493 members 
Mstep: Class 2 contains 114277 members 
Entering Unmasked Estep 
Score: -25452408.000000 Penalty: 6087.237305
	Iteration 129Q: 3 clusters Score -2.545241e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99288 members 
Mstep: Class 2 contains 114482 members 
Entering Unmasked Estep 
Score: -25452368.000000 Penalty: 6087.237305
	Iteration 130Q: 3 clusters Score -2.545237e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99098 members 
Mstep: Class 2 contains 114672 members 
Entering Unmasked Estep 
Score: -25452294.000000 Penalty: 6087.237305
	Iteration 131Q: 3 clusters Score -2.545229e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98943 members 
Mstep: Class 2 contains 114827 members 
Entering Unmasked Estep 
Score: -25452254.000000 Penalty: 6087.237305
	Iteration 132Q: 3 clusters Score -2.545225e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98777 members 
Mstep: Class 2 contains 114993 members 
Entering Unmasked Estep 
Score: -25452226.000000 Penalty: 6087.237305
	Iteration 133Q: 3 clusters Score -2.545223e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98665 members 
Mstep: Class 2 contains 115105 members 
Entering Unmasked Estep 
Score: -25452248.000000 Penalty: 6087.237305
	Iteration 134Q: 3 clusters Score -2.545225e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98561 members 
Mstep: Class 2 contains 115209 members 
Entering Unmasked Estep 
Score: -25452250.000000 Penalty: 6087.237305
	Iteration 135Q: 3 clusters Score -2.545225e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98453 members 
Mstep: Class 2 contains 115317 members 
Entering Unmasked Estep 
Score: -25452164.000000 Penalty: 6087.237305
	Iteration 136Q: 3 clusters Score -2.545216e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98370 members 
Mstep: Class 2 contains 115400 members 
Entering Unmasked Estep 
Score: -25452192.000000 Penalty: 6087.237305
	Iteration 137Q: 3 clusters Score -2.545219e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98284 members 
Mstep: Class 2 contains 115486 members 
Entering Unmasked Estep 
Score: -25452198.000000 Penalty: 6087.237305
	Iteration 138Q: 3 clusters Score -2.54522e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98196 members 
Mstep: Class 2 contains 115574 members 
Entering Unmasked Estep 
Score: -25452166.000000 Penalty: 6087.237305
	Iteration 139Q: 3 clusters Score -2.545217e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98121 members 
Mstep: Class 2 contains 115649 members 
Entering Unmasked Estep 
Score: -25452120.000000 Penalty: 6087.237305
	Iteration 140F: 3 clusters Score -2.545212e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98059 members 
Mstep: Class 2 contains 115711 members 
Entering Unmasked Estep 
Score: -25452114.000000 Penalty: 6087.237305
	Iteration 141Q: 3 clusters Score -2.545211e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98027 members 
Mstep: Class 2 contains 115743 members 
Entering Unmasked Estep 
Score: -25452162.000000 Penalty: 6087.237305
	Iteration 142Q: 3 clusters Score -2.545216e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98007 members 
Mstep: Class 2 contains 115763 members 
Entering Unmasked Estep 
Score: -25452166.000000 Penalty: 6087.237305
	Iteration 143Q: 3 clusters Score -2.545217e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98000 members 
Mstep: Class 2 contains 115770 members 
Entering Unmasked Estep 
Score: -25452132.000000 Penalty: 6087.237305
	Iteration 144Q: 3 clusters Score -2.545213e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98006 members 
Mstep: Class 2 contains 115764 members 
Entering Unmasked Estep 
Score: -25452124.000000 Penalty: 6087.237305
	Iteration 145Q: 3 clusters Score -2.545212e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98026 members 
Mstep: Class 2 contains 115744 members 
Entering Unmasked Estep 
Score: -25452082.000000 Penalty: 6087.237305
	Iteration 146Q: 3 clusters Score -2.545208e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98052 members 
Mstep: Class 2 contains 115718 members 
Entering Unmasked Estep 
Score: -25452124.000000 Penalty: 6087.237305
	Iteration 147Q: 3 clusters Score -2.545212e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98060 members 
Mstep: Class 2 contains 115710 members 
Entering Unmasked Estep 
Score: -25452088.000000 Penalty: 6087.237305
	Iteration 148Q: 3 clusters Score -2.545209e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98079 members 
Mstep: Class 2 contains 115691 members 
Entering Unmasked Estep 
Score: -25452146.000000 Penalty: 6087.237305
	Iteration 149Q: 3 clusters Score -2.545215e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98116 members 
Mstep: Class 2 contains 115654 members 
Entering Unmasked Estep 
Score: -25452144.000000 Penalty: 6087.237305
	Iteration 150Q: 3 clusters Score -2.545214e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98139 members 
Mstep: Class 2 contains 115631 members 
Entering Unmasked Estep 
Score: -25452170.000000 Penalty: 6087.237305
	Iteration 151Q: 3 clusters Score -2.545217e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98157 members 
Mstep: Class 2 contains 115613 members 
Entering Unmasked Estep 
Score: -25452160.000000 Penalty: 6087.237305
	Iteration 152Q: 3 clusters Score -2.545216e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98171 members 
Mstep: Class 2 contains 115599 members 
Entering Unmasked Estep 
Score: -25452176.000000 Penalty: 6087.237305
	Iteration 153Q: 3 clusters Score -2.545218e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98174 members 
Mstep: Class 2 contains 115596 members 
Entering Unmasked Estep 
Score: -25452144.000000 Penalty: 6087.237305
	Iteration 154Q: 3 clusters Score -2.545214e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98177 members 
Mstep: Class 2 contains 115593 members 
Entering Unmasked Estep 
Score: -25452170.000000 Penalty: 6087.237305
	Iteration 155Q: 3 clusters Score -2.545217e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98174 members 
Mstep: Class 2 contains 115596 members 
Entering Unmasked Estep 
Score: -25452166.000000 Penalty: 6087.237305
	Iteration 156Q: 3 clusters Score -2.545217e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98170 members 
Mstep: Class 2 contains 115600 members 
Entering Unmasked Estep 
Score: -25452174.000000 Penalty: 6087.237305
	Iteration 157Q: 3 clusters Score -2.545217e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98170 members 
Mstep: Class 2 contains 115600 members 
Entering Unmasked Estep 
Score: -25452162.000000 Penalty: 6087.237305
	Iteration 158Q: 3 clusters Score -2.545216e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98169 members 
Mstep: Class 2 contains 115601 members 
Entering Unmasked Estep 
Score: -25452156.000000 Penalty: 6087.237305
	Iteration 159Q: 3 clusters Score -2.545216e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98171 members 
Mstep: Class 2 contains 115599 members 
Entering Unmasked Estep 
Score: -25452144.000000 Penalty: 6087.237305
	Iteration 160F: 3 clusters Score -2.545214e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98176 members 
Mstep: Class 2 contains 115594 members 
Entering Unmasked Estep 
Score: -25452132.000000 Penalty: 6087.237305
	Iteration 161Q: 3 clusters Score -2.545213e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98177 members 
Mstep: Class 2 contains 115593 members 
Entering Unmasked Estep 
Score: -25452128.000000 Penalty: 6087.237305
	Iteration 162Q: 3 clusters Score -2.545213e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98174 members 
Mstep: Class 2 contains 115596 members 
Entering Unmasked Estep 
Score: -25452132.000000 Penalty: 6087.237305
	Iteration 163Q: 3 clusters Score -2.545213e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98170 members 
Mstep: Class 2 contains 115600 members 
Entering Unmasked Estep 
Score: -25452128.000000 Penalty: 6087.237305
	Iteration 164Q: 3 clusters Score -2.545213e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98166 members 
Mstep: Class 2 contains 115604 members 
Entering Unmasked Estep 
Score: -25452124.000000 Penalty: 6087.237305
	Iteration 165Q: 3 clusters Score -2.545212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98161 members 
Mstep: Class 2 contains 115609 members 
Entering Unmasked Estep 
Score: -25452122.000000 Penalty: 6087.237305
	Iteration 166Q: 3 clusters Score -2.545212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98159 members 
Mstep: Class 2 contains 115611 members 
Entering Unmasked Estep 
Score: -25452120.000000 Penalty: 6087.237305
	Iteration 167Q: 3 clusters Score -2.545212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98154 members 
Mstep: Class 2 contains 115616 members 
Entering Unmasked Estep 
Score: -25452108.000000 Penalty: 6087.237305
	Iteration 168Q: 3 clusters Score -2.545211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98149 members 
Mstep: Class 2 contains 115621 members 
Entering Unmasked Estep 
Score: -25452112.000000 Penalty: 6087.237305
	Iteration 169Q: 3 clusters Score -2.545211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98149 members 
Mstep: Class 2 contains 115621 members 
Entering Unmasked Estep 
Score: -25452106.000000 Penalty: 6087.237305
	Iteration 170Q: 3 clusters Score -2.545211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98149 members 
Mstep: Class 2 contains 115621 members 
Entering Unmasked Estep 
Score: -25452104.000000 Penalty: 6087.237305
	Iteration 171Q: 3 clusters Score -2.54521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98149 members 
Mstep: Class 2 contains 115621 members 
Entering Unmasked Estep 
Score: -25452090.000000 Penalty: 6087.237305
	Iteration 172Q: 3 clusters Score -2.545209e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98152 members 
Mstep: Class 2 contains 115618 members 
Entering Unmasked Estep 
Score: -25452114.000000 Penalty: 6087.237305
	Iteration 173Q: 3 clusters Score -2.545211e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98156 members 
Mstep: Class 2 contains 115614 members 
Entering Unmasked Estep 
Score: -25452114.000000 Penalty: 6087.237305
	Iteration 174Q: 3 clusters Score -2.545211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98161 members 
Mstep: Class 2 contains 115609 members 
Entering Unmasked Estep 
Score: -25452114.000000 Penalty: 6087.237305
	Iteration 175Q: 3 clusters Score -2.545211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98167 members 
Mstep: Class 2 contains 115603 members 
Entering Unmasked Estep 
Score: -25452118.000000 Penalty: 6087.237305
	Iteration 176Q: 3 clusters Score -2.545212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98171 members 
Mstep: Class 2 contains 115599 members 
Entering Unmasked Estep 
Score: -25452130.000000 Penalty: 6087.237305
	Iteration 177Q: 3 clusters Score -2.545213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98174 members 
Mstep: Class 2 contains 115596 members 
Entering Unmasked Estep 
Score: -25452118.000000 Penalty: 6087.237305
	Iteration 178Q: 3 clusters Score -2.545212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98174 members 
Mstep: Class 2 contains 115596 members 
Entering Unmasked Estep 
Score: -25452116.000000 Penalty: 6087.237305
	Iteration 179Q: 3 clusters Score -2.545212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98173 members 
Mstep: Class 2 contains 115597 members 
Entering Unmasked Estep 
Score: -25452122.000000 Penalty: 6087.237305
	Iteration 180F: 3 clusters Score -2.545212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98173 members 
Mstep: Class 2 contains 115597 members 
Entering Unmasked Estep 
Score: -25452126.000000 Penalty: 6087.237305
	Iteration 181Q: 3 clusters Score -2.545213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98173 members 
Mstep: Class 2 contains 115597 members 
Entering Unmasked Estep 
Score: -25452126.000000 Penalty: 6087.237305
	Iteration 182F: 3 clusters Score -2.545213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (156281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156281 members 
Entering Unmasked Estep 
Score: -18645882.000000 Penalty: 2965.933838
	Iteration 0F: 2 clusters Score -1.864588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78490 members 
Mstep: Class 2 contains 77791 members 
Entering Unmasked Estep 
Score: -18542626.000000 Penalty: 5931.867676
	Iteration 0F: 3 clusters Score -1.854263e+07 nChanged 74623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82215 members 
Mstep: Class 2 contains 74066 members 
Entering Unmasked Estep 
Score: -18586416.000000 Penalty: 5931.867676
	Iteration 1F: 3 clusters Score -1.858642e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84807 members 
Mstep: Class 2 contains 71474 members 
Entering Unmasked Estep 
Score: -18588076.000000 Penalty: 5931.867676
	Iteration 2Q: 3 clusters Score -1.858808e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88892 members 
Mstep: Class 2 contains 67389 members 
Entering Unmasked Estep 
Score: -18590914.000000 Penalty: 5931.867676
	Iteration 3Q: 3 clusters Score -1.859091e+07 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95209 members 
Mstep: Class 2 contains 61072 members 
Entering Unmasked Estep 
Score: -18595872.000000 Penalty: 5931.867676
	Iteration 4F: 3 clusters Score -1.859587e+07 nChanged 11380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104301 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -18604162.000000 Penalty: 5931.867676
	Iteration 5F: 3 clusters Score -1.860416e+07 nChanged 12870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115215 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -18615564.000000 Penalty: 5931.867676
	Iteration 6F: 3 clusters Score -1.861556e+07 nChanged 11659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125200 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -18627396.000000 Penalty: 5931.867676
	Iteration 7F: 3 clusters Score -1.86274e+07 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131391 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -18635358.000000 Penalty: 5931.867676
	Iteration 8F: 3 clusters Score -1.863536e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134507 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -18638656.000000 Penalty: 5931.867676
	Iteration 9Q: 3 clusters Score -1.863866e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136530 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -18640038.000000 Penalty: 5931.867676
	Iteration 10Q: 3 clusters Score -1.864004e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138197 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -18640810.000000 Penalty: 5931.867676
	Iteration 11Q: 3 clusters Score -1.864081e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139665 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -18641494.000000 Penalty: 5931.867676
	Iteration 12Q: 3 clusters Score -1.864149e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140915 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -18641898.000000 Penalty: 5931.867676
	Iteration 13Q: 3 clusters Score -1.86419e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141982 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -18642158.000000 Penalty: 5931.867676
	Iteration 14Q: 3 clusters Score -1.864216e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142941 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -18642394.000000 Penalty: 5931.867676
	Iteration 15Q: 3 clusters Score -1.864239e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143787 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -18642566.000000 Penalty: 5931.867676
	Iteration 16Q: 3 clusters Score -1.864257e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144559 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -18642748.000000 Penalty: 5931.867676
	Iteration 17Q: 3 clusters Score -1.864275e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145276 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -18642912.000000 Penalty: 5931.867676
	Iteration 18Q: 3 clusters Score -1.864291e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145927 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -18643070.000000 Penalty: 5931.867676
	Iteration 19Q: 3 clusters Score -1.864307e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146503 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -18643174.000000 Penalty: 5931.867676
	Iteration 20F: 3 clusters Score -1.864317e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147041 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -18643224.000000 Penalty: 5931.867676
	Iteration 21Q: 3 clusters Score -1.864322e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147557 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -18643370.000000 Penalty: 5931.867676
	Iteration 22Q: 3 clusters Score -1.864337e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148016 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -18643450.000000 Penalty: 5931.867676
	Iteration 23Q: 3 clusters Score -1.864345e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148460 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -18643486.000000 Penalty: 5931.867676
	Iteration 24Q: 3 clusters Score -1.864349e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148863 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -18643586.000000 Penalty: 5931.867676
	Iteration 25Q: 3 clusters Score -1.864359e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149246 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -18643676.000000 Penalty: 5931.867676
	Iteration 26Q: 3 clusters Score -1.864368e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149624 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -18643682.000000 Penalty: 5931.867676
	Iteration 27Q: 3 clusters Score -1.864368e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149967 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -18643730.000000 Penalty: 5931.867676
	Iteration 28Q: 3 clusters Score -1.864373e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150263 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -18643752.000000 Penalty: 5931.867676
	Iteration 29Q: 3 clusters Score -1.864375e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150525 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -18643786.000000 Penalty: 5931.867676
	Iteration 30Q: 3 clusters Score -1.864379e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150780 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -18643810.000000 Penalty: 5931.867676
	Iteration 31Q: 3 clusters Score -1.864381e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151004 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -18643822.000000 Penalty: 5931.867676
	Iteration 32Q: 3 clusters Score -1.864382e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151192 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -18643860.000000 Penalty: 5931.867676
	Iteration 33Q: 3 clusters Score -1.864386e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151367 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -18643852.000000 Penalty: 5931.867676
	Iteration 34Q: 3 clusters Score -1.864385e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151525 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -18643920.000000 Penalty: 5931.867676
	Iteration 35Q: 3 clusters Score -1.864392e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151664 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -18643950.000000 Penalty: 5931.867676
	Iteration 36Q: 3 clusters Score -1.864395e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151780 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -18643980.000000 Penalty: 5931.867676
	Iteration 37Q: 3 clusters Score -1.864398e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151882 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -18643980.000000 Penalty: 5931.867676
	Iteration 38Q: 3 clusters Score -1.864398e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151985 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -18644012.000000 Penalty: 5931.867676
	Iteration 39Q: 3 clusters Score -1.864401e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152078 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -18644044.000000 Penalty: 5931.867676
	Iteration 40F: 3 clusters Score -1.864404e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152168 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -18644068.000000 Penalty: 5931.867676
	Iteration 41Q: 3 clusters Score -1.864407e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152266 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -18644074.000000 Penalty: 5931.867676
	Iteration 42Q: 3 clusters Score -1.864407e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152351 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -18644058.000000 Penalty: 5931.867676
	Iteration 43Q: 3 clusters Score -1.864406e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152428 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -18644062.000000 Penalty: 5931.867676
	Iteration 44Q: 3 clusters Score -1.864406e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152501 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -18644068.000000 Penalty: 5931.867676
	Iteration 45Q: 3 clusters Score -1.864407e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152568 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -18644060.000000 Penalty: 5931.867676
	Iteration 46Q: 3 clusters Score -1.864406e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152633 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -18644036.000000 Penalty: 5931.867676
	Iteration 47Q: 3 clusters Score -1.864404e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152687 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -18644018.000000 Penalty: 5931.867676
	Iteration 48Q: 3 clusters Score -1.864402e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152721 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -18644004.000000 Penalty: 5931.867676
	Iteration 49Q: 3 clusters Score -1.8644e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152756 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -18644072.000000 Penalty: 5931.867676
	Iteration 50Q: 3 clusters Score -1.864407e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152796 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -18644076.000000 Penalty: 5931.867676
	Iteration 51Q: 3 clusters Score -1.864408e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152836 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -18644092.000000 Penalty: 5931.867676
	Iteration 52Q: 3 clusters Score -1.864409e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152869 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -18644092.000000 Penalty: 5931.867676
	Iteration 53Q: 3 clusters Score -1.864409e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152893 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -18644108.000000 Penalty: 5931.867676
	Iteration 54Q: 3 clusters Score -1.864411e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152917 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -18644124.000000 Penalty: 5931.867676
	Iteration 55Q: 3 clusters Score -1.864412e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152933 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -18644134.000000 Penalty: 5931.867676
	Iteration 56Q: 3 clusters Score -1.864413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152944 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -18644132.000000 Penalty: 5931.867676
	Iteration 57Q: 3 clusters Score -1.864413e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152957 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -18644134.000000 Penalty: 5931.867676
	Iteration 58Q: 3 clusters Score -1.864413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152965 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -18644140.000000 Penalty: 5931.867676
	Iteration 59Q: 3 clusters Score -1.864414e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152976 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -18644140.000000 Penalty: 5931.867676
	Iteration 60F: 3 clusters Score -1.864414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152985 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -18644140.000000 Penalty: 5931.867676
	Iteration 61Q: 3 clusters Score -1.864414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152995 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -18644152.000000 Penalty: 5931.867676
	Iteration 62Q: 3 clusters Score -1.864415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153005 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -18644162.000000 Penalty: 5931.867676
	Iteration 63Q: 3 clusters Score -1.864416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153016 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -18644174.000000 Penalty: 5931.867676
	Iteration 64Q: 3 clusters Score -1.864417e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153032 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -18644148.000000 Penalty: 5931.867676
	Iteration 65Q: 3 clusters Score -1.864415e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153046 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -18644144.000000 Penalty: 5931.867676
	Iteration 66Q: 3 clusters Score -1.864414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153053 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -18644150.000000 Penalty: 5931.867676
	Iteration 67Q: 3 clusters Score -1.864415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153058 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -18644154.000000 Penalty: 5931.867676
	Iteration 68Q: 3 clusters Score -1.864415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153063 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -18644128.000000 Penalty: 5931.867676
	Iteration 69Q: 3 clusters Score -1.864413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153073 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -18644132.000000 Penalty: 5931.867676
	Iteration 70Q: 3 clusters Score -1.864413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153084 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -18644134.000000 Penalty: 5931.867676
	Iteration 71Q: 3 clusters Score -1.864413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153092 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -18644146.000000 Penalty: 5931.867676
	Iteration 72Q: 3 clusters Score -1.864415e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153100 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -18644136.000000 Penalty: 5931.867676
	Iteration 73Q: 3 clusters Score -1.864414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153115 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -18644128.000000 Penalty: 5931.867676
	Iteration 74Q: 3 clusters Score -1.864413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153126 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -18644116.000000 Penalty: 5931.867676
	Iteration 75Q: 3 clusters Score -1.864412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153136 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -18644126.000000 Penalty: 5931.867676
	Iteration 76Q: 3 clusters Score -1.864413e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153148 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -18644132.000000 Penalty: 5931.867676
	Iteration 77Q: 3 clusters Score -1.864413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153159 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -18644140.000000 Penalty: 5931.867676
	Iteration 78Q: 3 clusters Score -1.864414e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153167 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -18644144.000000 Penalty: 5931.867676
	Iteration 79Q: 3 clusters Score -1.864414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153172 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -18644152.000000 Penalty: 5931.867676
	Iteration 80F: 3 clusters Score -1.864415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153177 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -18644154.000000 Penalty: 5931.867676
	Iteration 81Q: 3 clusters Score -1.864415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153181 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -18644162.000000 Penalty: 5931.867676
	Iteration 82Q: 3 clusters Score -1.864416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153187 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -18644180.000000 Penalty: 5931.867676
	Iteration 83Q: 3 clusters Score -1.864418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153190 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -18644176.000000 Penalty: 5931.867676
	Iteration 84Q: 3 clusters Score -1.864418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153195 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -18644168.000000 Penalty: 5931.867676
	Iteration 85Q: 3 clusters Score -1.864417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153201 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -18644158.000000 Penalty: 5931.867676
	Iteration 86Q: 3 clusters Score -1.864416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153207 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -18644158.000000 Penalty: 5931.867676
	Iteration 87Q: 3 clusters Score -1.864416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153213 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -18644166.000000 Penalty: 5931.867676
	Iteration 88Q: 3 clusters Score -1.864417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153221 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -18644166.000000 Penalty: 5931.867676
	Iteration 89Q: 3 clusters Score -1.864417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153233 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -18644182.000000 Penalty: 5931.867676
	Iteration 90Q: 3 clusters Score -1.864418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153237 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -18644180.000000 Penalty: 5931.867676
	Iteration 91Q: 3 clusters Score -1.864418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153240 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -18644186.000000 Penalty: 5931.867676
	Iteration 92Q: 3 clusters Score -1.864419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153247 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -18644178.000000 Penalty: 5931.867676
	Iteration 93Q: 3 clusters Score -1.864418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153255 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -18644158.000000 Penalty: 5931.867676
	Iteration 94Q: 3 clusters Score -1.864416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153263 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -18644168.000000 Penalty: 5931.867676
	Iteration 95Q: 3 clusters Score -1.864417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153267 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -18644168.000000 Penalty: 5931.867676
	Iteration 96Q: 3 clusters Score -1.864417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153274 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -18644164.000000 Penalty: 5931.867676
	Iteration 97Q: 3 clusters Score -1.864416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153278 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -18644162.000000 Penalty: 5931.867676
	Iteration 98Q: 3 clusters Score -1.864416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153286 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -18644154.000000 Penalty: 5931.867676
	Iteration 99Q: 3 clusters Score -1.864415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153297 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -18644144.000000 Penalty: 5931.867676
	Iteration 100F: 3 clusters Score -1.864414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153305 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -18644152.000000 Penalty: 5931.867676
	Iteration 101Q: 3 clusters Score -1.864415e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153313 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -18644160.000000 Penalty: 5931.867676
	Iteration 102Q: 3 clusters Score -1.864416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153317 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -18644162.000000 Penalty: 5931.867676
	Iteration 103Q: 3 clusters Score -1.864416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153324 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -18644154.000000 Penalty: 5931.867676
	Iteration 104Q: 3 clusters Score -1.864415e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153330 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -18644150.000000 Penalty: 5931.867676
	Iteration 105Q: 3 clusters Score -1.864415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153336 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -18644146.000000 Penalty: 5931.867676
	Iteration 106Q: 3 clusters Score -1.864415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153341 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -18644142.000000 Penalty: 5931.867676
	Iteration 107Q: 3 clusters Score -1.864414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153344 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -18644132.000000 Penalty: 5931.867676
	Iteration 108Q: 3 clusters Score -1.864413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153347 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -18644142.000000 Penalty: 5931.867676
	Iteration 109Q: 3 clusters Score -1.864414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153349 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -18644144.000000 Penalty: 5931.867676
	Iteration 110Q: 3 clusters Score -1.864414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153351 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -18644152.000000 Penalty: 5931.867676
	Iteration 111Q: 3 clusters Score -1.864415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153353 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -18644156.000000 Penalty: 5931.867676
	Iteration 112Q: 3 clusters Score -1.864416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153354 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -18644156.000000 Penalty: 5931.867676
	Iteration 113Q: 3 clusters Score -1.864416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153356 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -18644164.000000 Penalty: 5931.867676
	Iteration 114Q: 3 clusters Score -1.864416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153359 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -18644158.000000 Penalty: 5931.867676
	Iteration 115Q: 3 clusters Score -1.864416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153361 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -18644148.000000 Penalty: 5931.867676
	Iteration 116Q: 3 clusters Score -1.864415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153362 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -18644150.000000 Penalty: 5931.867676
	Iteration 117Q: 3 clusters Score -1.864415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153365 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -18644150.000000 Penalty: 5931.867676
	Iteration 118Q: 3 clusters Score -1.864415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153367 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -18644148.000000 Penalty: 5931.867676
	Iteration 119Q: 3 clusters Score -1.864415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153374 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -18644150.000000 Penalty: 5931.867676
	Iteration 120F: 3 clusters Score -1.864415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153380 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -18644148.000000 Penalty: 5931.867676
	Iteration 121Q: 3 clusters Score -1.864415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153387 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -18644158.000000 Penalty: 5931.867676
	Iteration 122Q: 3 clusters Score -1.864416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153394 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -18644158.000000 Penalty: 5931.867676
	Iteration 123Q: 3 clusters Score -1.864416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153401 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -18644160.000000 Penalty: 5931.867676
	Iteration 124Q: 3 clusters Score -1.864416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153408 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -18644172.000000 Penalty: 5931.867676
	Iteration 125Q: 3 clusters Score -1.864417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153414 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -18644156.000000 Penalty: 5931.867676
	Iteration 126Q: 3 clusters Score -1.864416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153420 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -18644162.000000 Penalty: 5931.867676
	Iteration 127Q: 3 clusters Score -1.864416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153433 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -18644160.000000 Penalty: 5931.867676
	Iteration 128Q: 3 clusters Score -1.864416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153448 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -18644152.000000 Penalty: 5931.867676
	Iteration 129Q: 3 clusters Score -1.864415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153458 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -18644132.000000 Penalty: 5931.867676
	Iteration 130Q: 3 clusters Score -1.864413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153468 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -18644142.000000 Penalty: 5931.867676
	Iteration 131Q: 3 clusters Score -1.864414e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153478 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -18644128.000000 Penalty: 5931.867676
	Iteration 132Q: 3 clusters Score -1.864413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153485 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -18644126.000000 Penalty: 5931.867676
	Iteration 133Q: 3 clusters Score -1.864413e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153498 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -18644130.000000 Penalty: 5931.867676
	Iteration 134Q: 3 clusters Score -1.864413e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153511 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -18644132.000000 Penalty: 5931.867676
	Iteration 135Q: 3 clusters Score -1.864413e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153521 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -18644134.000000 Penalty: 5931.867676
	Iteration 136Q: 3 clusters Score -1.864413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153530 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -18644144.000000 Penalty: 5931.867676
	Iteration 137Q: 3 clusters Score -1.864414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153538 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -18644138.000000 Penalty: 5931.867676
	Iteration 138Q: 3 clusters Score -1.864414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153544 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -18644130.000000 Penalty: 5931.867676
	Iteration 139Q: 3 clusters Score -1.864413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153553 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -18644138.000000 Penalty: 5931.867676
	Iteration 140F: 3 clusters Score -1.864414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153555 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -18644132.000000 Penalty: 5931.867676
	Iteration 141Q: 3 clusters Score -1.864413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153556 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -18644134.000000 Penalty: 5931.867676
	Iteration 142Q: 3 clusters Score -1.864413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153558 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -18644128.000000 Penalty: 5931.867676
	Iteration 143Q: 3 clusters Score -1.864413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153560 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -18644134.000000 Penalty: 5931.867676
	Iteration 144Q: 3 clusters Score -1.864413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153561 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -18644142.000000 Penalty: 5931.867676
	Iteration 145Q: 3 clusters Score -1.864414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153563 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -18644138.000000 Penalty: 5931.867676
	Iteration 146Q: 3 clusters Score -1.864414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153567 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -18644122.000000 Penalty: 5931.867676
	Iteration 147Q: 3 clusters Score -1.864412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153568 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -18644130.000000 Penalty: 5931.867676
	Iteration 148Q: 3 clusters Score -1.864413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153567 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -18644132.000000 Penalty: 5931.867676
	Iteration 149Q: 3 clusters Score -1.864413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153567 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -18644132.000000 Penalty: 5931.867676
	Iteration 150F: 3 clusters Score -1.864413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 18415 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 46860 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5848 members 
Mstep: Class 12 contains 6431 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14658 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26184 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11497 members 
Mstep: Class 19 contains 44584 members 
Mstep: Class 20 contains 81300 members 
Mstep: Class 22 contains 213770 members 
Mstep: Class 23 contains 156281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048680.000000 Penalty: 73299.523438
Iteration 199Q: 23 clusters Score -8.004868e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 18414 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 46861 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5848 members 
Mstep: Class 12 contains 6428 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14658 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26180 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11496 members 
Mstep: Class 19 contains 44575 members 
Mstep: Class 20 contains 81301 members 
Mstep: Class 22 contains 213767 members 
Mstep: Class 23 contains 156297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048736.000000 Penalty: 73299.523438
Iteration 200F: 23 clusters Score -8.004874e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 18410 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 46863 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5848 members 
Mstep: Class 12 contains 6427 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14658 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26177 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 44569 members 
Mstep: Class 20 contains 81293 members 
Mstep: Class 22 contains 213772 members 
Mstep: Class 23 contains 156310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048752.000000 Penalty: 73299.523438
Iteration 201Q: 23 clusters Score -8.004875e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 18403 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 46862 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5848 members 
Mstep: Class 12 contains 6426 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14658 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26172 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 44565 members 
Mstep: Class 20 contains 81288 members 
Mstep: Class 22 contains 213784 members 
Mstep: Class 23 contains 156317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048712.000000 Penalty: 73299.523438
Iteration 202Q: 23 clusters Score -8.004871e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 18400 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 46862 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6426 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26170 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 44562 members 
Mstep: Class 20 contains 81281 members 
Mstep: Class 22 contains 213775 members 
Mstep: Class 23 contains 156337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048720.000000 Penalty: 73299.523438
Iteration 203Q: 23 clusters Score -8.004872e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 18395 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 46863 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 6426 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26173 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 44559 members 
Mstep: Class 20 contains 81276 members 
Mstep: Class 22 contains 213772 members 
Mstep: Class 23 contains 156347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048680.000000 Penalty: 73299.523438
Iteration 204Q: 23 clusters Score -8.004868e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 18390 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 46862 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 6426 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14658 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26170 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 44555 members 
Mstep: Class 20 contains 81273 members 
Mstep: Class 22 contains 213774 members 
Mstep: Class 23 contains 156362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048648.000000 Penalty: 73299.523438
Iteration 205Q: 23 clusters Score -8.004865e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 18388 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 46862 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 6425 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14658 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26168 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 44553 members 
Mstep: Class 20 contains 81268 members 
Mstep: Class 22 contains 213772 members 
Mstep: Class 23 contains 156375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048616.000000 Penalty: 73299.523438
Iteration 206Q: 23 clusters Score -8.004862e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 18385 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 46862 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6424 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26166 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11494 members 
Mstep: Class 19 contains 44549 members 
Mstep: Class 20 contains 81268 members 
Mstep: Class 22 contains 213774 members 
Mstep: Class 23 contains 156381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048704.000000 Penalty: 73299.523438
Iteration 207Q: 23 clusters Score -8.00487e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 18379 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 46862 members 
Mstep: Class 7 contains 6145 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6424 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26163 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 44548 members 
Mstep: Class 20 contains 81265 members 
Mstep: Class 22 contains 213773 members 
Mstep: Class 23 contains 156389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048664.000000 Penalty: 73299.523438
Iteration 208Q: 23 clusters Score -8.004866e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 18373 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 46863 members 
Mstep: Class 7 contains 6144 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6424 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26158 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11492 members 
Mstep: Class 19 contains 44548 members 
Mstep: Class 20 contains 81264 members 
Mstep: Class 22 contains 213774 members 
Mstep: Class 23 contains 156400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048672.000000 Penalty: 73299.523438
Iteration 209Q: 23 clusters Score -8.004867e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 18366 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 46864 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6424 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26153 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11492 members 
Mstep: Class 19 contains 44546 members 
Mstep: Class 20 contains 81260 members 
Mstep: Class 22 contains 213780 members 
Mstep: Class 23 contains 156410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048608.000000 Penalty: 73299.523438
Iteration 210Q: 23 clusters Score -8.004861e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 18359 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 46866 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6424 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26150 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11491 members 
Mstep: Class 19 contains 44543 members 
Mstep: Class 20 contains 81256 members 
Mstep: Class 22 contains 213785 members 
Mstep: Class 23 contains 156418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048584.000000 Penalty: 73299.523438
Iteration 211Q: 23 clusters Score -8.004858e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 18356 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 46867 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6424 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26145 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11491 members 
Mstep: Class 19 contains 44539 members 
Mstep: Class 20 contains 81253 members 
Mstep: Class 22 contains 213786 members 
Mstep: Class 23 contains 156429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048600.000000 Penalty: 73299.523438
Iteration 212Q: 23 clusters Score -8.00486e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 18355 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 46866 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6424 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26142 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11492 members 
Mstep: Class 19 contains 44539 members 
Mstep: Class 20 contains 81247 members 
Mstep: Class 22 contains 213793 members 
Mstep: Class 23 contains 156432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048624.000000 Penalty: 73299.523438
Iteration 213Q: 23 clusters Score -8.004862e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 18355 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 46867 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6424 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26138 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11493 members 
Mstep: Class 19 contains 44538 members 
Mstep: Class 20 contains 81246 members 
Mstep: Class 22 contains 213798 members 
Mstep: Class 23 contains 156431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048656.000000 Penalty: 73299.523438
Iteration 214Q: 23 clusters Score -8.004866e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 18355 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 46869 members 
Mstep: Class 7 contains 6144 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6424 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26140 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11493 members 
Mstep: Class 19 contains 44534 members 
Mstep: Class 20 contains 81238 members 
Mstep: Class 22 contains 213804 members 
Mstep: Class 23 contains 156432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048576.000000 Penalty: 73299.523438
Iteration 215Q: 23 clusters Score -8.004858e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 18354 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 46869 members 
Mstep: Class 7 contains 6145 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 6424 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26139 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 44532 members 
Mstep: Class 20 contains 81234 members 
Mstep: Class 22 contains 213804 members 
Mstep: Class 23 contains 156436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048560.000000 Penalty: 73299.523438
Iteration 216Q: 23 clusters Score -8.004856e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 18355 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 46872 members 
Mstep: Class 7 contains 6145 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6423 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26139 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 44528 members 
Mstep: Class 20 contains 81237 members 
Mstep: Class 22 contains 213795 members 
Mstep: Class 23 contains 156443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048560.000000 Penalty: 73299.523438
Iteration 217Q: 23 clusters Score -8.004856e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 18356 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 46872 members 
Mstep: Class 7 contains 6145 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6421 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26139 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 44530 members 
Mstep: Class 20 contains 81233 members 
Mstep: Class 22 contains 213798 members 
Mstep: Class 23 contains 156443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048560.000000 Penalty: 73299.523438
Iteration 218Q: 23 clusters Score -8.004856e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 18355 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 46875 members 
Mstep: Class 7 contains 6145 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6420 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26138 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 44528 members 
Mstep: Class 20 contains 81237 members 
Mstep: Class 22 contains 213794 members 
Mstep: Class 23 contains 156445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048584.000000 Penalty: 73299.523438
Iteration 219Q: 23 clusters Score -8.004858e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 18355 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 46880 members 
Mstep: Class 7 contains 6145 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6420 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26137 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 44526 members 
Mstep: Class 20 contains 81238 members 
Mstep: Class 22 contains 213786 members 
Mstep: Class 23 contains 156450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048616.000000 Penalty: 73299.523438
Iteration 220F: 23 clusters Score -8.004862e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 18355 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3828 members 
Mstep: Class 6 contains 46879 members 
Mstep: Class 7 contains 6145 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6420 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26136 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11496 members 
Mstep: Class 19 contains 44527 members 
Mstep: Class 20 contains 81236 members 
Mstep: Class 22 contains 213773 members 
Mstep: Class 23 contains 156464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048640.000000 Penalty: 73299.523438
Iteration 221Q: 23 clusters Score -8.004864e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 18355 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3828 members 
Mstep: Class 6 contains 46879 members 
Mstep: Class 7 contains 6145 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6420 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26137 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11496 members 
Mstep: Class 19 contains 44527 members 
Mstep: Class 20 contains 81235 members 
Mstep: Class 22 contains 213762 members 
Mstep: Class 23 contains 156475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048640.000000 Penalty: 73299.523438
Iteration 222Q: 23 clusters Score -8.004864e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 18354 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3828 members 
Mstep: Class 6 contains 46880 members 
Mstep: Class 7 contains 6145 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6420 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26137 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11496 members 
Mstep: Class 19 contains 44527 members 
Mstep: Class 20 contains 81237 members 
Mstep: Class 22 contains 213757 members 
Mstep: Class 23 contains 156478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048624.000000 Penalty: 73299.523438
Iteration 223Q: 23 clusters Score -8.004862e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 18354 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3828 members 
Mstep: Class 6 contains 46883 members 
Mstep: Class 7 contains 6145 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6420 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26137 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11497 members 
Mstep: Class 19 contains 44527 members 
Mstep: Class 20 contains 81235 members 
Mstep: Class 22 contains 213749 members 
Mstep: Class 23 contains 156484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048664.000000 Penalty: 73299.523438
Iteration 224Q: 23 clusters Score -8.004866e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 18354 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3829 members 
Mstep: Class 6 contains 46882 members 
Mstep: Class 7 contains 6145 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6420 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26137 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11496 members 
Mstep: Class 19 contains 44527 members 
Mstep: Class 20 contains 81233 members 
Mstep: Class 22 contains 213744 members 
Mstep: Class 23 contains 156491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048696.000000 Penalty: 73299.523438
Iteration 225Q: 23 clusters Score -8.00487e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 18354 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2353 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46880 members 
Mstep: Class 7 contains 6145 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6419 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26135 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 44525 members 
Mstep: Class 20 contains 81230 members 
Mstep: Class 22 contains 213748 members 
Mstep: Class 23 contains 156496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048640.000000 Penalty: 73299.523438
Iteration 226Q: 23 clusters Score -8.004864e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 18354 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2353 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46878 members 
Mstep: Class 7 contains 6145 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6419 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26133 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 44524 members 
Mstep: Class 20 contains 81228 members 
Mstep: Class 22 contains 213750 members 
Mstep: Class 23 contains 156501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048640.000000 Penalty: 73299.523438
Iteration 227Q: 23 clusters Score -8.004864e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 18354 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2353 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46880 members 
Mstep: Class 7 contains 6144 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6418 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26133 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 44521 members 
Mstep: Class 20 contains 81229 members 
Mstep: Class 22 contains 213740 members 
Mstep: Class 23 contains 156513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048680.000000 Penalty: 73299.523438
Iteration 228Q: 23 clusters Score -8.004868e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 18353 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2353 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46882 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6417 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26132 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 44521 members 
Mstep: Class 20 contains 81227 members 
Mstep: Class 22 contains 213727 members 
Mstep: Class 23 contains 156529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048648.000000 Penalty: 73299.523438
Iteration 229Q: 23 clusters Score -8.004865e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 18355 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2353 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46881 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6415 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26132 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 44523 members 
Mstep: Class 20 contains 81228 members 
Mstep: Class 22 contains 213715 members 
Mstep: Class 23 contains 156541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048648.000000 Penalty: 73299.523438
Iteration 230Q: 23 clusters Score -8.004865e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 18357 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2353 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46880 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6413 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26129 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 44518 members 
Mstep: Class 20 contains 81227 members 
Mstep: Class 22 contains 213716 members 
Mstep: Class 23 contains 156551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048672.000000 Penalty: 73299.523438
Iteration 231Q: 23 clusters Score -8.004867e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 18359 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2353 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46881 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6411 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26126 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11494 members 
Mstep: Class 19 contains 44521 members 
Mstep: Class 20 contains 81228 members 
Mstep: Class 22 contains 213712 members 
Mstep: Class 23 contains 156554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048656.000000 Penalty: 73299.523438
Iteration 232Q: 23 clusters Score -8.004866e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 18360 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2353 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46879 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6410 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26125 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11494 members 
Mstep: Class 19 contains 44519 members 
Mstep: Class 20 contains 81232 members 
Mstep: Class 22 contains 213712 members 
Mstep: Class 23 contains 156555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048664.000000 Penalty: 73299.523438
Iteration 233Q: 23 clusters Score -8.004866e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 18359 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2353 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46879 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26122 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11494 members 
Mstep: Class 19 contains 44514 members 
Mstep: Class 20 contains 81236 members 
Mstep: Class 22 contains 213715 members 
Mstep: Class 23 contains 156560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048664.000000 Penalty: 73299.523438
Iteration 234Q: 23 clusters Score -8.004866e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 18359 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46879 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6402 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26120 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11496 members 
Mstep: Class 19 contains 44509 members 
Mstep: Class 20 contains 81244 members 
Mstep: Class 22 contains 213721 members 
Mstep: Class 23 contains 156556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048640.000000 Penalty: 73299.523438
Iteration 235Q: 23 clusters Score -8.004864e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 18359 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46882 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6400 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26121 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 44509 members 
Mstep: Class 20 contains 81248 members 
Mstep: Class 22 contains 213721 members 
Mstep: Class 23 contains 156552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048680.000000 Penalty: 73299.523438
Iteration 236Q: 23 clusters Score -8.004868e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 18360 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46884 members 
Mstep: Class 7 contains 6141 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6396 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26122 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11494 members 
Mstep: Class 19 contains 44510 members 
Mstep: Class 20 contains 81248 members 
Mstep: Class 22 contains 213717 members 
Mstep: Class 23 contains 156556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048632.000000 Penalty: 73299.523438
Iteration 237Q: 23 clusters Score -8.004863e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 18359 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46885 members 
Mstep: Class 7 contains 6141 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6395 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26123 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11494 members 
Mstep: Class 19 contains 44511 members 
Mstep: Class 20 contains 81248 members 
Mstep: Class 22 contains 213706 members 
Mstep: Class 23 contains 156565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048680.000000 Penalty: 73299.523438
Iteration 238Q: 23 clusters Score -8.004868e+07 nChanged 31
Entering ConstructFrom: 
Score: -80048680.000000 Penalty: 73299.523438
Entering ConstructFrom: 
Trying to split cluster 1 (31163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Entering Unmasked Estep 
Score: -3761854.500000 Penalty: 2566.052734
	Iteration 0F: 2 clusters Score -3761854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -3740388.500000 Penalty: 5132.105469
	Iteration 0F: 3 clusters Score -3740388 nChanged 14118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -3748163.000000 Penalty: 5132.105469
	Iteration 1F: 3 clusters Score -3748163 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -3748722.250000 Penalty: 5132.105469
	Iteration 2Q: 3 clusters Score -3748722 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -3749317.000000 Penalty: 5132.105469
	Iteration 3Q: 3 clusters Score -3749317 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -3749985.750000 Penalty: 5132.105469
	Iteration 4Q: 3 clusters Score -3749986 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -3750576.250000 Penalty: 5132.105469
	Iteration 5Q: 3 clusters Score -3750576 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -3751219.250000 Penalty: 5132.105469
	Iteration 6Q: 3 clusters Score -3751219 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -3751953.250000 Penalty: 5132.105469
	Iteration 7Q: 3 clusters Score -3751953 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -3752950.750000 Penalty: 5132.105469
	Iteration 8F: 3 clusters Score -3752951 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -3754216.500000 Penalty: 5132.105469
	Iteration 9F: 3 clusters Score -3754216 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -3755690.000000 Penalty: 5132.105469
	Iteration 10F: 3 clusters Score -3755690 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -3757230.000000 Penalty: 5132.105469
	Iteration 11F: 3 clusters Score -3757230 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -3758482.000000 Penalty: 5132.105469
	Iteration 12Q: 3 clusters Score -3758482 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -3759266.000000 Penalty: 5132.105469
	Iteration 13Q: 3 clusters Score -3759266 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -3759712.000000 Penalty: 5132.105469
	Iteration 14Q: 3 clusters Score -3759712 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -3759958.000000 Penalty: 5132.105469
	Iteration 15Q: 3 clusters Score -3759958 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -3760104.500000 Penalty: 5132.105469
	Iteration 16Q: 3 clusters Score -3760104 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -3760202.750000 Penalty: 5132.105469
	Iteration 17Q: 3 clusters Score -3760203 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -3760270.500000 Penalty: 5132.105469
	Iteration 18Q: 3 clusters Score -3760270 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -3760326.500000 Penalty: 5132.105469
	Iteration 19Q: 3 clusters Score -3760326 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -3760363.000000 Penalty: 5132.105469
	Iteration 20F: 3 clusters Score -3760363 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -3760394.750000 Penalty: 5132.105469
	Iteration 21Q: 3 clusters Score -3760395 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -3760412.750000 Penalty: 5132.105469
	Iteration 22Q: 3 clusters Score -3760413 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -3760431.000000 Penalty: 5132.105469
	Iteration 23Q: 3 clusters Score -3760431 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -3760451.000000 Penalty: 5132.105469
	Iteration 24Q: 3 clusters Score -3760451 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -3760457.000000 Penalty: 5132.105469
	Iteration 25Q: 3 clusters Score -3760457 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -3760472.750000 Penalty: 5132.105469
	Iteration 26Q: 3 clusters Score -3760473 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -3760492.000000 Penalty: 5132.105469
	Iteration 27Q: 3 clusters Score -3760492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -3760496.500000 Penalty: 5132.105469
	Iteration 28Q: 3 clusters Score -3760496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -3760514.750000 Penalty: 5132.105469
	Iteration 29Q: 3 clusters Score -3760515 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -3760515.750000 Penalty: 5132.105469
	Iteration 30Q: 3 clusters Score -3760516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -3760524.000000 Penalty: 5132.105469
	Iteration 31Q: 3 clusters Score -3760524 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -3760527.000000 Penalty: 5132.105469
	Iteration 32Q: 3 clusters Score -3760527 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -3760528.250000 Penalty: 5132.105469
	Iteration 33Q: 3 clusters Score -3760528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -3760535.250000 Penalty: 5132.105469
	Iteration 34Q: 3 clusters Score -3760535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -3760529.750000 Penalty: 5132.105469
	Iteration 35Q: 3 clusters Score -3760530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -3760540.250000 Penalty: 5132.105469
	Iteration 36Q: 3 clusters Score -3760540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -3760540.250000 Penalty: 5132.105469
	Iteration 37Q: 3 clusters Score -3760540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -3760547.000000 Penalty: 5132.105469
	Iteration 38Q: 3 clusters Score -3760547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -3760554.500000 Penalty: 5132.105469
	Iteration 39Q: 3 clusters Score -3760554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -3760559.250000 Penalty: 5132.105469
	Iteration 40F: 3 clusters Score -3760559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -3760550.250000 Penalty: 5132.105469
	Iteration 41Q: 3 clusters Score -3760550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3760549.250000 Penalty: 5132.105469
	Iteration 42Q: 3 clusters Score -3760549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3760552.500000 Penalty: 5132.105469
	Iteration 43Q: 3 clusters Score -3760552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -3760548.250000 Penalty: 5132.105469
	Iteration 44Q: 3 clusters Score -3760548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -3760550.000000 Penalty: 5132.105469
	Iteration 45Q: 3 clusters Score -3760550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -3760552.750000 Penalty: 5132.105469
	Iteration 46Q: 3 clusters Score -3760553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -3760549.500000 Penalty: 5132.105469
	Iteration 47Q: 3 clusters Score -3760550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -3760547.750000 Penalty: 5132.105469
	Iteration 48Q: 3 clusters Score -3760548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -3760544.000000 Penalty: 5132.105469
	Iteration 49Q: 3 clusters Score -3760544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -3760544.500000 Penalty: 5132.105469
	Iteration 50Q: 3 clusters Score -3760544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -3760546.750000 Penalty: 5132.105469
	Iteration 51Q: 3 clusters Score -3760547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -3760551.750000 Penalty: 5132.105469
	Iteration 52Q: 3 clusters Score -3760552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3760546.000000 Penalty: 5132.105469
	Iteration 53Q: 3 clusters Score -3760546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -3760548.750000 Penalty: 5132.105469
	Iteration 54Q: 3 clusters Score -3760549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -3760555.250000 Penalty: 5132.105469
	Iteration 55Q: 3 clusters Score -3760555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -3760557.000000 Penalty: 5132.105469
	Iteration 56Q: 3 clusters Score -3760557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -3760565.750000 Penalty: 5132.105469
	Iteration 57Q: 3 clusters Score -3760566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3760565.750000 Penalty: 5132.105469
	Iteration 58Q: 3 clusters Score -3760566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -3760565.000000 Penalty: 5132.105469
	Iteration 59Q: 3 clusters Score -3760565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -3760570.500000 Penalty: 5132.105469
	Iteration 60F: 3 clusters Score -3760570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -3760573.750000 Penalty: 5132.105469
	Iteration 61Q: 3 clusters Score -3760574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -3760574.500000 Penalty: 5132.105469
	Iteration 62Q: 3 clusters Score -3760574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -3760574.750000 Penalty: 5132.105469
	Iteration 63Q: 3 clusters Score -3760575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -3760572.750000 Penalty: 5132.105469
	Iteration 64Q: 3 clusters Score -3760573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -3760572.750000 Penalty: 5132.105469
	Iteration 65F: 3 clusters Score -3760573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Entering Unmasked Estep 
Score: -2224547.000000 Penalty: 2434.805908
	Iteration 0F: 2 clusters Score -2224547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2211481.000000 Penalty: 4869.611816
	Iteration 0F: 3 clusters Score -2211481 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2215776.000000 Penalty: 4869.611816
	Iteration 1F: 3 clusters Score -2215776 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2216220.000000 Penalty: 4869.611816
	Iteration 2F: 3 clusters Score -2216220 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2216629.500000 Penalty: 4869.611816
	Iteration 3F: 3 clusters Score -2216630 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2217051.500000 Penalty: 4869.611816
	Iteration 4Q: 3 clusters Score -2217052 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2217580.250000 Penalty: 4869.611816
	Iteration 5F: 3 clusters Score -2217580 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2218216.250000 Penalty: 4869.611816
	Iteration 6F: 3 clusters Score -2218216 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2218942.750000 Penalty: 4869.611816
	Iteration 7F: 3 clusters Score -2218943 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2219774.000000 Penalty: 4869.611816
	Iteration 8F: 3 clusters Score -2219774 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2220497.500000 Penalty: 4869.611816
	Iteration 9Q: 3 clusters Score -2220498 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2220986.750000 Penalty: 4869.611816
	Iteration 10Q: 3 clusters Score -2220987 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2221264.000000 Penalty: 4869.611816
	Iteration 11Q: 3 clusters Score -2221264 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2221429.500000 Penalty: 4869.611816
	Iteration 12Q: 3 clusters Score -2221430 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2221555.250000 Penalty: 4869.611816
	Iteration 13Q: 3 clusters Score -2221555 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2221658.750000 Penalty: 4869.611816
	Iteration 14Q: 3 clusters Score -2221659 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2221768.750000 Penalty: 4869.611816
	Iteration 15Q: 3 clusters Score -2221769 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2221855.250000 Penalty: 4869.611816
	Iteration 16Q: 3 clusters Score -2221855 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2221935.500000 Penalty: 4869.611816
	Iteration 17Q: 3 clusters Score -2221936 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2221998.500000 Penalty: 4869.611816
	Iteration 18Q: 3 clusters Score -2221998 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2222047.500000 Penalty: 4869.611816
	Iteration 19Q: 3 clusters Score -2222048 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2222071.000000 Penalty: 4869.611816
	Iteration 20F: 3 clusters Score -2222071 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2222106.250000 Penalty: 4869.611816
	Iteration 21Q: 3 clusters Score -2222106 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2222127.000000 Penalty: 4869.611816
	Iteration 22Q: 3 clusters Score -2222127 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2222155.250000 Penalty: 4869.611816
	Iteration 23Q: 3 clusters Score -2222155 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2222171.250000 Penalty: 4869.611816
	Iteration 24Q: 3 clusters Score -2222171 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2222188.250000 Penalty: 4869.611816
	Iteration 25Q: 3 clusters Score -2222188 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2222200.750000 Penalty: 4869.611816
	Iteration 26Q: 3 clusters Score -2222201 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2222213.750000 Penalty: 4869.611816
	Iteration 27Q: 3 clusters Score -2222214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2222220.500000 Penalty: 4869.611816
	Iteration 28Q: 3 clusters Score -2222220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2222233.250000 Penalty: 4869.611816
	Iteration 29Q: 3 clusters Score -2222233 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2222231.500000 Penalty: 4869.611816
	Iteration 30Q: 3 clusters Score -2222232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2222243.000000 Penalty: 4869.611816
	Iteration 31Q: 3 clusters Score -2222243 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2222252.250000 Penalty: 4869.611816
	Iteration 32Q: 3 clusters Score -2222252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2222259.500000 Penalty: 4869.611816
	Iteration 33Q: 3 clusters Score -2222260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2222261.000000 Penalty: 4869.611816
	Iteration 34Q: 3 clusters Score -2222261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2222267.250000 Penalty: 4869.611816
	Iteration 35Q: 3 clusters Score -2222267 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2222273.250000 Penalty: 4869.611816
	Iteration 36Q: 3 clusters Score -2222273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2222277.750000 Penalty: 4869.611816
	Iteration 37Q: 3 clusters Score -2222278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2222277.500000 Penalty: 4869.611816
	Iteration 38Q: 3 clusters Score -2222278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2222279.000000 Penalty: 4869.611816
	Iteration 39Q: 3 clusters Score -2222279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2222286.750000 Penalty: 4869.611816
	Iteration 40F: 3 clusters Score -2222287 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2222301.000000 Penalty: 4869.611816
	Iteration 41Q: 3 clusters Score -2222301 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2222306.750000 Penalty: 4869.611816
	Iteration 42Q: 3 clusters Score -2222307 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2222322.750000 Penalty: 4869.611816
	Iteration 43Q: 3 clusters Score -2222323 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2222336.500000 Penalty: 4869.611816
	Iteration 44Q: 3 clusters Score -2222336 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2222347.250000 Penalty: 4869.611816
	Iteration 45Q: 3 clusters Score -2222347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2222355.750000 Penalty: 4869.611816
	Iteration 46Q: 3 clusters Score -2222356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2222371.000000 Penalty: 4869.611816
	Iteration 47Q: 3 clusters Score -2222371 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2222380.250000 Penalty: 4869.611816
	Iteration 48Q: 3 clusters Score -2222380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2222383.000000 Penalty: 4869.611816
	Iteration 49Q: 3 clusters Score -2222383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2222384.250000 Penalty: 4869.611816
	Iteration 50Q: 3 clusters Score -2222384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2222393.500000 Penalty: 4869.611816
	Iteration 51Q: 3 clusters Score -2222394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2222402.750000 Penalty: 4869.611816
	Iteration 52Q: 3 clusters Score -2222403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2222403.750000 Penalty: 4869.611816
	Iteration 53Q: 3 clusters Score -2222404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2222409.500000 Penalty: 4869.611816
	Iteration 54Q: 3 clusters Score -2222410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2222413.750000 Penalty: 4869.611816
	Iteration 55Q: 3 clusters Score -2222414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2222416.250000 Penalty: 4869.611816
	Iteration 56Q: 3 clusters Score -2222416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2222415.500000 Penalty: 4869.611816
	Iteration 57Q: 3 clusters Score -2222416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2222420.250000 Penalty: 4869.611816
	Iteration 58Q: 3 clusters Score -2222420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2222427.000000 Penalty: 4869.611816
	Iteration 59Q: 3 clusters Score -2222427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2222434.500000 Penalty: 4869.611816
	Iteration 60F: 3 clusters Score -2222434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2222446.000000 Penalty: 4869.611816
	Iteration 61Q: 3 clusters Score -2222446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2222449.250000 Penalty: 4869.611816
	Iteration 62Q: 3 clusters Score -2222449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2222449.000000 Penalty: 4869.611816
	Iteration 63Q: 3 clusters Score -2222449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2222458.500000 Penalty: 4869.611816
	Iteration 64Q: 3 clusters Score -2222458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2222460.250000 Penalty: 4869.611816
	Iteration 65Q: 3 clusters Score -2222460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2222462.000000 Penalty: 4869.611816
	Iteration 66Q: 3 clusters Score -2222462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2222465.250000 Penalty: 4869.611816
	Iteration 67Q: 3 clusters Score -2222465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2222468.750000 Penalty: 4869.611816
	Iteration 68Q: 3 clusters Score -2222469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2222463.750000 Penalty: 4869.611816
	Iteration 69Q: 3 clusters Score -2222464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2222468.250000 Penalty: 4869.611816
	Iteration 70Q: 3 clusters Score -2222468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2222469.750000 Penalty: 4869.611816
	Iteration 71Q: 3 clusters Score -2222470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2222471.500000 Penalty: 4869.611816
	Iteration 72Q: 3 clusters Score -2222472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2222472.250000 Penalty: 4869.611816
	Iteration 73Q: 3 clusters Score -2222472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2222475.750000 Penalty: 4869.611816
	Iteration 74Q: 3 clusters Score -2222476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2222480.500000 Penalty: 4869.611816
	Iteration 75Q: 3 clusters Score -2222480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2222477.250000 Penalty: 4869.611816
	Iteration 76Q: 3 clusters Score -2222477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2222479.250000 Penalty: 4869.611816
	Iteration 77Q: 3 clusters Score -2222479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2222478.750000 Penalty: 4869.611816
	Iteration 78Q: 3 clusters Score -2222479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2222478.750000 Penalty: 4869.611816
	Iteration 79Q: 3 clusters Score -2222479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2222483.000000 Penalty: 4869.611816
	Iteration 80F: 3 clusters Score -2222483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Entering Unmasked Estep 
Score: -531422.000000 Penalty: 2081.461426
	Iteration 0F: 2 clusters Score -531422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -527278.062500 Penalty: 4162.922852
	Iteration 0F: 3 clusters Score -527278.1 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -528188.375000 Penalty: 4162.922852
	Iteration 1F: 3 clusters Score -528188.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -528369.625000 Penalty: 4162.922852
	Iteration 2F: 3 clusters Score -528369.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -528460.437500 Penalty: 4162.922852
	Iteration 3Q: 3 clusters Score -528460.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -528518.875000 Penalty: 4162.922852
	Iteration 4Q: 3 clusters Score -528518.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -528560.812500 Penalty: 4162.922852
	Iteration 5Q: 3 clusters Score -528560.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -528591.812500 Penalty: 4162.922852
	Iteration 6Q: 3 clusters Score -528591.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -528618.875000 Penalty: 4162.922852
	Iteration 7Q: 3 clusters Score -528618.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -528647.812500 Penalty: 4162.922852
	Iteration 8Q: 3 clusters Score -528647.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -528675.250000 Penalty: 4162.922852
	Iteration 9Q: 3 clusters Score -528675.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -528697.812500 Penalty: 4162.922852
	Iteration 10Q: 3 clusters Score -528697.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -528721.125000 Penalty: 4162.922852
	Iteration 11Q: 3 clusters Score -528721.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -528742.062500 Penalty: 4162.922852
	Iteration 12Q: 3 clusters Score -528742.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -528762.500000 Penalty: 4162.922852
	Iteration 13Q: 3 clusters Score -528762.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -528784.687500 Penalty: 4162.922852
	Iteration 14Q: 3 clusters Score -528784.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -528804.812500 Penalty: 4162.922852
	Iteration 15Q: 3 clusters Score -528804.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -528824.375000 Penalty: 4162.922852
	Iteration 16Q: 3 clusters Score -528824.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -528844.000000 Penalty: 4162.922852
	Iteration 17Q: 3 clusters Score -528844 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -528860.937500 Penalty: 4162.922852
	Iteration 18Q: 3 clusters Score -528860.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -528881.687500 Penalty: 4162.922852
	Iteration 19Q: 3 clusters Score -528881.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -528895.000000 Penalty: 4162.922852
	Iteration 20F: 3 clusters Score -528895 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -528911.375000 Penalty: 4162.922852
	Iteration 21Q: 3 clusters Score -528911.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -528925.500000 Penalty: 4162.922852
	Iteration 22Q: 3 clusters Score -528925.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -528940.437500 Penalty: 4162.922852
	Iteration 23Q: 3 clusters Score -528940.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -528954.875000 Penalty: 4162.922852
	Iteration 24Q: 3 clusters Score -528954.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -528974.812500 Penalty: 4162.922852
	Iteration 25Q: 3 clusters Score -528974.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -528996.437500 Penalty: 4162.922852
	Iteration 26Q: 3 clusters Score -528996.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -529018.437500 Penalty: 4162.922852
	Iteration 27Q: 3 clusters Score -529018.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -529043.125000 Penalty: 4162.922852
	Iteration 28Q: 3 clusters Score -529043.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -529069.750000 Penalty: 4162.922852
	Iteration 29Q: 3 clusters Score -529069.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -529094.000000 Penalty: 4162.922852
	Iteration 30Q: 3 clusters Score -529094 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -529129.500000 Penalty: 4162.922852
	Iteration 31Q: 3 clusters Score -529129.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -529165.125000 Penalty: 4162.922852
	Iteration 32Q: 3 clusters Score -529165.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -529201.437500 Penalty: 4162.922852
	Iteration 33Q: 3 clusters Score -529201.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -529231.875000 Penalty: 4162.922852
	Iteration 34Q: 3 clusters Score -529231.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -529271.750000 Penalty: 4162.922852
	Iteration 35Q: 3 clusters Score -529271.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -529307.625000 Penalty: 4162.922852
	Iteration 36Q: 3 clusters Score -529307.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -529338.437500 Penalty: 4162.922852
	Iteration 37Q: 3 clusters Score -529338.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -529368.625000 Penalty: 4162.922852
	Iteration 38Q: 3 clusters Score -529368.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -529392.250000 Penalty: 4162.922852
	Iteration 39Q: 3 clusters Score -529392.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -529412.812500 Penalty: 4162.922852
	Iteration 40F: 3 clusters Score -529412.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -529432.125000 Penalty: 4162.922852
	Iteration 41Q: 3 clusters Score -529432.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -529448.812500 Penalty: 4162.922852
	Iteration 42Q: 3 clusters Score -529448.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -529471.062500 Penalty: 4162.922852
	Iteration 43Q: 3 clusters Score -529471.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -529496.937500 Penalty: 4162.922852
	Iteration 44Q: 3 clusters Score -529496.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -529517.375000 Penalty: 4162.922852
	Iteration 45Q: 3 clusters Score -529517.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -529532.125000 Penalty: 4162.922852
	Iteration 46Q: 3 clusters Score -529532.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -529544.312500 Penalty: 4162.922852
	Iteration 47Q: 3 clusters Score -529544.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -529556.312500 Penalty: 4162.922852
	Iteration 48Q: 3 clusters Score -529556.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -529566.562500 Penalty: 4162.922852
	Iteration 49Q: 3 clusters Score -529566.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -529572.875000 Penalty: 4162.922852
	Iteration 50Q: 3 clusters Score -529572.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -529580.437500 Penalty: 4162.922852
	Iteration 51Q: 3 clusters Score -529580.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -529585.562500 Penalty: 4162.922852
	Iteration 52Q: 3 clusters Score -529585.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -529586.875000 Penalty: 4162.922852
	Iteration 53Q: 3 clusters Score -529586.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -529588.000000 Penalty: 4162.922852
	Iteration 54Q: 3 clusters Score -529588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -529590.062500 Penalty: 4162.922852
	Iteration 55Q: 3 clusters Score -529590.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -529590.062500 Penalty: 4162.922852
	Iteration 56F: 3 clusters Score -529590.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Entering Unmasked Estep 
Score: -281772.437500 Penalty: 1925.229370
	Iteration 0F: 2 clusters Score -281772.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -278925.718750 Penalty: 3850.458740
	Iteration 0F: 3 clusters Score -278925.7 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -279435.375000 Penalty: 3850.458740
	Iteration 1F: 3 clusters Score -279435.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -279556.906250 Penalty: 3850.458740
	Iteration 2F: 3 clusters Score -279556.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -279612.500000 Penalty: 3850.458740
	Iteration 3Q: 3 clusters Score -279612.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -279643.250000 Penalty: 3850.458740
	Iteration 4Q: 3 clusters Score -279643.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -279662.000000 Penalty: 3850.458740
	Iteration 5Q: 3 clusters Score -279662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -279676.718750 Penalty: 3850.458740
	Iteration 6Q: 3 clusters Score -279676.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -279689.343750 Penalty: 3850.458740
	Iteration 7Q: 3 clusters Score -279689.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -279701.968750 Penalty: 3850.458740
	Iteration 8Q: 3 clusters Score -279702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -279715.875000 Penalty: 3850.458740
	Iteration 9Q: 3 clusters Score -279715.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -279727.687500 Penalty: 3850.458740
	Iteration 10Q: 3 clusters Score -279727.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -279735.718750 Penalty: 3850.458740
	Iteration 11Q: 3 clusters Score -279735.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -279742.500000 Penalty: 3850.458740
	Iteration 12Q: 3 clusters Score -279742.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -279746.437500 Penalty: 3850.458740
	Iteration 13Q: 3 clusters Score -279746.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -279750.437500 Penalty: 3850.458740
	Iteration 14Q: 3 clusters Score -279750.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -279753.250000 Penalty: 3850.458740
	Iteration 15Q: 3 clusters Score -279753.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -279757.718750 Penalty: 3850.458740
	Iteration 16Q: 3 clusters Score -279757.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -279759.375000 Penalty: 3850.458740
	Iteration 17Q: 3 clusters Score -279759.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -279760.187500 Penalty: 3850.458740
	Iteration 18Q: 3 clusters Score -279760.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -279760.343750 Penalty: 3850.458740
	Iteration 19Q: 3 clusters Score -279760.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -279760.968750 Penalty: 3850.458740
	Iteration 20F: 3 clusters Score -279761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -279761.625000 Penalty: 3850.458740
	Iteration 21Q: 3 clusters Score -279761.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -279761.625000 Penalty: 3850.458740
	Iteration 22F: 3 clusters Score -279761.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Entering Unmasked Estep 
Score: -438523.312500 Penalty: 2046.153687
	Iteration 0F: 2 clusters Score -438523.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -434745.812500 Penalty: 4092.307373
	Iteration 0F: 3 clusters Score -434745.8 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -435652.406250 Penalty: 4092.307373
	Iteration 1F: 3 clusters Score -435652.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -435927.437500 Penalty: 4092.307373
	Iteration 2F: 3 clusters Score -435927.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -436156.968750 Penalty: 4092.307373
	Iteration 3F: 3 clusters Score -436157 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -436350.750000 Penalty: 4092.307373
	Iteration 4F: 3 clusters Score -436350.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -436475.906250 Penalty: 4092.307373
	Iteration 5Q: 3 clusters Score -436475.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -436569.312500 Penalty: 4092.307373
	Iteration 6Q: 3 clusters Score -436569.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -436648.781250 Penalty: 4092.307373
	Iteration 7Q: 3 clusters Score -436648.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -436711.281250 Penalty: 4092.307373
	Iteration 8Q: 3 clusters Score -436711.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -436770.625000 Penalty: 4092.307373
	Iteration 9Q: 3 clusters Score -436770.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -436822.093750 Penalty: 4092.307373
	Iteration 10Q: 3 clusters Score -436822.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -436867.406250 Penalty: 4092.307373
	Iteration 11Q: 3 clusters Score -436867.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -436895.937500 Penalty: 4092.307373
	Iteration 12Q: 3 clusters Score -436895.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -436923.343750 Penalty: 4092.307373
	Iteration 13Q: 3 clusters Score -436923.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -436941.718750 Penalty: 4092.307373
	Iteration 14Q: 3 clusters Score -436941.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -436951.187500 Penalty: 4092.307373
	Iteration 15Q: 3 clusters Score -436951.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -436957.906250 Penalty: 4092.307373
	Iteration 16Q: 3 clusters Score -436957.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -436966.593750 Penalty: 4092.307373
	Iteration 17Q: 3 clusters Score -436966.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -436972.500000 Penalty: 4092.307373
	Iteration 18Q: 3 clusters Score -436972.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -436983.062500 Penalty: 4092.307373
	Iteration 19Q: 3 clusters Score -436983.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -436992.937500 Penalty: 4092.307373
	Iteration 20F: 3 clusters Score -436992.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -437001.312500 Penalty: 4092.307373
	Iteration 21Q: 3 clusters Score -437001.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -437008.031250 Penalty: 4092.307373
	Iteration 22Q: 3 clusters Score -437008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -437014.406250 Penalty: 4092.307373
	Iteration 23Q: 3 clusters Score -437014.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -437018.718750 Penalty: 4092.307373
	Iteration 24Q: 3 clusters Score -437018.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -437022.406250 Penalty: 4092.307373
	Iteration 25Q: 3 clusters Score -437022.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -437029.937500 Penalty: 4092.307373
	Iteration 26Q: 3 clusters Score -437029.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -437036.218750 Penalty: 4092.307373
	Iteration 27Q: 3 clusters Score -437036.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -437040.812500 Penalty: 4092.307373
	Iteration 28Q: 3 clusters Score -437040.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -437044.000000 Penalty: 4092.307373
	Iteration 29Q: 3 clusters Score -437044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -437046.375000 Penalty: 4092.307373
	Iteration 30Q: 3 clusters Score -437046.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -437047.531250 Penalty: 4092.307373
	Iteration 31Q: 3 clusters Score -437047.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -437047.531250 Penalty: 4092.307373
	Iteration 32F: 3 clusters Score -437047.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Entering Unmasked Estep 
Score: -5479178.500000 Penalty: 2667.357666
	Iteration 0F: 2 clusters Score -5479178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -5447569.500000 Penalty: 5334.715332
	Iteration 0F: 3 clusters Score -5447570 nChanged 21705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -5459333.000000 Penalty: 5334.715332
	Iteration 1F: 3 clusters Score -5459333 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -5459822.000000 Penalty: 5334.715332
	Iteration 2Q: 3 clusters Score -5459822 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -5460439.500000 Penalty: 5334.715332
	Iteration 3Q: 3 clusters Score -5460440 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -5461374.500000 Penalty: 5334.715332
	Iteration 4Q: 3 clusters Score -5461374 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -5462924.000000 Penalty: 5334.715332
	Iteration 5F: 3 clusters Score -5462924 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -5465377.500000 Penalty: 5334.715332
	Iteration 6F: 3 clusters Score -5465378 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -5468991.000000 Penalty: 5334.715332
	Iteration 7F: 3 clusters Score -5468991 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -5472656.500000 Penalty: 5334.715332
	Iteration 8F: 3 clusters Score -5472656 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5475128.500000 Penalty: 5334.715332
	Iteration 9F: 3 clusters Score -5475128 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5476260.000000 Penalty: 5334.715332
	Iteration 10Q: 3 clusters Score -5476260 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5476694.000000 Penalty: 5334.715332
	Iteration 11Q: 3 clusters Score -5476694 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5476871.000000 Penalty: 5334.715332
	Iteration 12Q: 3 clusters Score -5476871 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5476946.500000 Penalty: 5334.715332
	Iteration 13Q: 3 clusters Score -5476946 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5476987.000000 Penalty: 5334.715332
	Iteration 14Q: 3 clusters Score -5476987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5477008.500000 Penalty: 5334.715332
	Iteration 15Q: 3 clusters Score -5477008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5477029.500000 Penalty: 5334.715332
	Iteration 16Q: 3 clusters Score -5477030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5477033.000000 Penalty: 5334.715332
	Iteration 17Q: 3 clusters Score -5477033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5477043.500000 Penalty: 5334.715332
	Iteration 18Q: 3 clusters Score -5477044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5477059.500000 Penalty: 5334.715332
	Iteration 19Q: 3 clusters Score -5477060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5477062.500000 Penalty: 5334.715332
	Iteration 20F: 3 clusters Score -5477062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5477069.500000 Penalty: 5334.715332
	Iteration 21Q: 3 clusters Score -5477070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5477073.000000 Penalty: 5334.715332
	Iteration 22Q: 3 clusters Score -5477073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5477070.000000 Penalty: 5334.715332
	Iteration 23Q: 3 clusters Score -5477070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5477070.000000 Penalty: 5334.715332
	Iteration 24F: 3 clusters Score -5477070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Entering Unmasked Estep 
Score: -693149.187500 Penalty: 2163.240234
	Iteration 0F: 2 clusters Score -693149.2 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 3080 members 
Entering Unmasked Estep 
Score: -687953.000000 Penalty: 4326.480469
	Iteration 0F: 3 clusters Score -687953 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -689704.312500 Penalty: 4326.480469
	Iteration 1F: 3 clusters Score -689704.3 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -690256.687500 Penalty: 4326.480469
	Iteration 2F: 3 clusters Score -690256.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -690670.500000 Penalty: 4326.480469
	Iteration 3F: 3 clusters Score -690670.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -691054.187500 Penalty: 4326.480469
	Iteration 4F: 3 clusters Score -691054.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -691343.625000 Penalty: 4326.480469
	Iteration 5F: 3 clusters Score -691343.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -691570.000000 Penalty: 4326.480469
	Iteration 6Q: 3 clusters Score -691570 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -691736.875000 Penalty: 4326.480469
	Iteration 7Q: 3 clusters Score -691736.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -691870.375000 Penalty: 4326.480469
	Iteration 8Q: 3 clusters Score -691870.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -692023.062500 Penalty: 4326.480469
	Iteration 9Q: 3 clusters Score -692023.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -692166.937500 Penalty: 4326.480469
	Iteration 10Q: 3 clusters Score -692166.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -692309.500000 Penalty: 4326.480469
	Iteration 11Q: 3 clusters Score -692309.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -692432.437500 Penalty: 4326.480469
	Iteration 12Q: 3 clusters Score -692432.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -692527.125000 Penalty: 4326.480469
	Iteration 13Q: 3 clusters Score -692527.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -692596.625000 Penalty: 4326.480469
	Iteration 14Q: 3 clusters Score -692596.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -692645.875000 Penalty: 4326.480469
	Iteration 15Q: 3 clusters Score -692645.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -692684.562500 Penalty: 4326.480469
	Iteration 16Q: 3 clusters Score -692684.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -692720.000000 Penalty: 4326.480469
	Iteration 17Q: 3 clusters Score -692720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -692752.250000 Penalty: 4326.480469
	Iteration 18Q: 3 clusters Score -692752.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -692766.937500 Penalty: 4326.480469
	Iteration 19Q: 3 clusters Score -692766.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -692782.812500 Penalty: 4326.480469
	Iteration 20F: 3 clusters Score -692782.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -692794.750000 Penalty: 4326.480469
	Iteration 21Q: 3 clusters Score -692794.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -692803.250000 Penalty: 4326.480469
	Iteration 22Q: 3 clusters Score -692803.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -692814.937500 Penalty: 4326.480469
	Iteration 23Q: 3 clusters Score -692814.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -692823.875000 Penalty: 4326.480469
	Iteration 24Q: 3 clusters Score -692823.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -692825.562500 Penalty: 4326.480469
	Iteration 25Q: 3 clusters Score -692825.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -692831.250000 Penalty: 4326.480469
	Iteration 26Q: 3 clusters Score -692831.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -692833.312500 Penalty: 4326.480469
	Iteration 27Q: 3 clusters Score -692833.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -692838.312500 Penalty: 4326.480469
	Iteration 28Q: 3 clusters Score -692838.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -692841.250000 Penalty: 4326.480469
	Iteration 29Q: 3 clusters Score -692841.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -692845.812500 Penalty: 4326.480469
	Iteration 30Q: 3 clusters Score -692845.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -692847.625000 Penalty: 4326.480469
	Iteration 31Q: 3 clusters Score -692847.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -692848.687500 Penalty: 4326.480469
	Iteration 32Q: 3 clusters Score -692848.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -692852.125000 Penalty: 4326.480469
	Iteration 33Q: 3 clusters Score -692852.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -692853.250000 Penalty: 4326.480469
	Iteration 34Q: 3 clusters Score -692853.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -692856.750000 Penalty: 4326.480469
	Iteration 35Q: 3 clusters Score -692856.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -692857.750000 Penalty: 4326.480469
	Iteration 36Q: 3 clusters Score -692857.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -692858.562500 Penalty: 4326.480469
	Iteration 37Q: 3 clusters Score -692858.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -692860.375000 Penalty: 4326.480469
	Iteration 38Q: 3 clusters Score -692860.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -692860.937500 Penalty: 4326.480469
	Iteration 39Q: 3 clusters Score -692860.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -692865.250000 Penalty: 4326.480469
	Iteration 40F: 3 clusters Score -692865.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -692873.750000 Penalty: 4326.480469
	Iteration 41Q: 3 clusters Score -692873.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -692881.312500 Penalty: 4326.480469
	Iteration 42Q: 3 clusters Score -692881.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -692893.000000 Penalty: 4326.480469
	Iteration 43Q: 3 clusters Score -692893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -692902.812500 Penalty: 4326.480469
	Iteration 44Q: 3 clusters Score -692902.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -692910.437500 Penalty: 4326.480469
	Iteration 45Q: 3 clusters Score -692910.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -692916.875000 Penalty: 4326.480469
	Iteration 46Q: 3 clusters Score -692916.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -692926.937500 Penalty: 4326.480469
	Iteration 47Q: 3 clusters Score -692926.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -692941.187500 Penalty: 4326.480469
	Iteration 48Q: 3 clusters Score -692941.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -692960.375000 Penalty: 4326.480469
	Iteration 49Q: 3 clusters Score -692960.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -692983.312500 Penalty: 4326.480469
	Iteration 50Q: 3 clusters Score -692983.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -692994.000000 Penalty: 4326.480469
	Iteration 51Q: 3 clusters Score -692994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -693001.062500 Penalty: 4326.480469
	Iteration 52Q: 3 clusters Score -693001.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -693005.437500 Penalty: 4326.480469
	Iteration 53Q: 3 clusters Score -693005.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -693005.437500 Penalty: 4326.480469
	Iteration 54Q: 3 clusters Score -693005.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -693005.437500 Penalty: 4326.480469
	Iteration 55F: 3 clusters Score -693005.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -134094.718750 Penalty: 1752.060303
	Iteration 0F: 2 clusters Score -134094.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -132029.703125 Penalty: 3504.120605
	Iteration 0F: 3 clusters Score -132029.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -132320.578125 Penalty: 3504.120605
	Iteration 1F: 3 clusters Score -132320.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -132385.453125 Penalty: 3504.120605
	Iteration 2F: 3 clusters Score -132385.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -132414.468750 Penalty: 3504.120605
	Iteration 3Q: 3 clusters Score -132414.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -132435.937500 Penalty: 3504.120605
	Iteration 4Q: 3 clusters Score -132435.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -132447.953125 Penalty: 3504.120605
	Iteration 5Q: 3 clusters Score -132448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -132451.078125 Penalty: 3504.120605
	Iteration 6Q: 3 clusters Score -132451.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -132454.812500 Penalty: 3504.120605
	Iteration 7Q: 3 clusters Score -132454.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -132462.328125 Penalty: 3504.120605
	Iteration 8Q: 3 clusters Score -132462.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -132476.750000 Penalty: 3504.120605
	Iteration 9Q: 3 clusters Score -132476.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -132490.484375 Penalty: 3504.120605
	Iteration 10Q: 3 clusters Score -132490.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -132498.250000 Penalty: 3504.120605
	Iteration 11Q: 3 clusters Score -132498.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -132501.296875 Penalty: 3504.120605
	Iteration 12Q: 3 clusters Score -132501.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -132501.296875 Penalty: 3504.120605
	Iteration 13F: 3 clusters Score -132501.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -205784.390625 Penalty: 1849.773193
	Iteration 0F: 2 clusters Score -205784.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -203404.343750 Penalty: 3699.546387
	Iteration 0F: 3 clusters Score -203404.3 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -204248.812500 Penalty: 3699.546387
	Iteration 1F: 3 clusters Score -204248.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -204673.484375 Penalty: 3699.546387
	Iteration 2F: 3 clusters Score -204673.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -204937.250000 Penalty: 3699.546387
	Iteration 3F: 3 clusters Score -204937.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -205104.296875 Penalty: 3699.546387
	Iteration 4F: 3 clusters Score -205104.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -205229.406250 Penalty: 3699.546387
	Iteration 5Q: 3 clusters Score -205229.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -205301.140625 Penalty: 3699.546387
	Iteration 6Q: 3 clusters Score -205301.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -205350.843750 Penalty: 3699.546387
	Iteration 7Q: 3 clusters Score -205350.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -205385.984375 Penalty: 3699.546387
	Iteration 8Q: 3 clusters Score -205386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -205395.578125 Penalty: 3699.546387
	Iteration 9Q: 3 clusters Score -205395.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -205405.250000 Penalty: 3699.546387
	Iteration 10Q: 3 clusters Score -205405.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -205412.515625 Penalty: 3699.546387
	Iteration 11Q: 3 clusters Score -205412.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -205416.359375 Penalty: 3699.546387
	Iteration 12Q: 3 clusters Score -205416.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -205420.515625 Penalty: 3699.546387
	Iteration 13Q: 3 clusters Score -205420.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -205428.656250 Penalty: 3699.546387
	Iteration 14Q: 3 clusters Score -205428.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -205430.421875 Penalty: 3699.546387
	Iteration 15Q: 3 clusters Score -205430.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -205431.593750 Penalty: 3699.546387
	Iteration 16Q: 3 clusters Score -205431.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -205431.593750 Penalty: 3699.546387
	Iteration 17F: 3 clusters Score -205431.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -295888.531250 Penalty: 1943.419678
	Iteration 0F: 2 clusters Score -295888.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -292939.906250 Penalty: 3886.839355
	Iteration 0F: 3 clusters Score -292939.9 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -293454.937500 Penalty: 3886.839355
	Iteration 1F: 3 clusters Score -293454.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -293595.750000 Penalty: 3886.839355
	Iteration 2F: 3 clusters Score -293595.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -293700.843750 Penalty: 3886.839355
	Iteration 3F: 3 clusters Score -293700.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -293767.375000 Penalty: 3886.839355
	Iteration 4Q: 3 clusters Score -293767.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -293832.500000 Penalty: 3886.839355
	Iteration 5Q: 3 clusters Score -293832.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -293891.718750 Penalty: 3886.839355
	Iteration 6Q: 3 clusters Score -293891.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -293936.250000 Penalty: 3886.839355
	Iteration 7Q: 3 clusters Score -293936.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -293983.625000 Penalty: 3886.839355
	Iteration 8Q: 3 clusters Score -293983.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -294042.468750 Penalty: 3886.839355
	Iteration 9Q: 3 clusters Score -294042.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -294120.843750 Penalty: 3886.839355
	Iteration 10Q: 3 clusters Score -294120.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -294211.250000 Penalty: 3886.839355
	Iteration 11Q: 3 clusters Score -294211.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -294284.312500 Penalty: 3886.839355
	Iteration 12Q: 3 clusters Score -294284.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -294356.843750 Penalty: 3886.839355
	Iteration 13Q: 3 clusters Score -294356.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -294404.750000 Penalty: 3886.839355
	Iteration 14Q: 3 clusters Score -294404.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -294436.875000 Penalty: 3886.839355
	Iteration 15Q: 3 clusters Score -294436.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -294465.625000 Penalty: 3886.839355
	Iteration 16Q: 3 clusters Score -294465.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -294481.937500 Penalty: 3886.839355
	Iteration 17Q: 3 clusters Score -294481.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -294493.218750 Penalty: 3886.839355
	Iteration 18Q: 3 clusters Score -294493.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -294498.718750 Penalty: 3886.839355
	Iteration 19Q: 3 clusters Score -294498.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -294501.468750 Penalty: 3886.839355
	Iteration 20F: 3 clusters Score -294501.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -294507.187500 Penalty: 3886.839355
	Iteration 21Q: 3 clusters Score -294507.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -294509.437500 Penalty: 3886.839355
	Iteration 22Q: 3 clusters Score -294509.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -294511.906250 Penalty: 3886.839355
	Iteration 23Q: 3 clusters Score -294511.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -294514.875000 Penalty: 3886.839355
	Iteration 24Q: 3 clusters Score -294514.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -294517.562500 Penalty: 3886.839355
	Iteration 25Q: 3 clusters Score -294517.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -294517.562500 Penalty: 3886.839355
	Iteration 26F: 3 clusters Score -294517.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Entering Unmasked Estep 
Score: -705728.062500 Penalty: 2151.073730
	Iteration 0F: 2 clusters Score -705728.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -700692.562500 Penalty: 4302.147461
	Iteration 0F: 3 clusters Score -700692.6 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -702093.312500 Penalty: 4302.147461
	Iteration 1F: 3 clusters Score -702093.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -702741.562500 Penalty: 4302.147461
	Iteration 2F: 3 clusters Score -702741.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -703435.687500 Penalty: 4302.147461
	Iteration 3F: 3 clusters Score -703435.7 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -703917.062500 Penalty: 4302.147461
	Iteration 4F: 3 clusters Score -703917.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -704200.750000 Penalty: 4302.147461
	Iteration 5F: 3 clusters Score -704200.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -704381.500000 Penalty: 4302.147461
	Iteration 6Q: 3 clusters Score -704381.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -704491.437500 Penalty: 4302.147461
	Iteration 7Q: 3 clusters Score -704491.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -704558.937500 Penalty: 4302.147461
	Iteration 8Q: 3 clusters Score -704558.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -704609.187500 Penalty: 4302.147461
	Iteration 9Q: 3 clusters Score -704609.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -704633.937500 Penalty: 4302.147461
	Iteration 10Q: 3 clusters Score -704633.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -704654.625000 Penalty: 4302.147461
	Iteration 11Q: 3 clusters Score -704654.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -704671.250000 Penalty: 4302.147461
	Iteration 12Q: 3 clusters Score -704671.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -704679.625000 Penalty: 4302.147461
	Iteration 13Q: 3 clusters Score -704679.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -704689.062500 Penalty: 4302.147461
	Iteration 14Q: 3 clusters Score -704689.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -704701.375000 Penalty: 4302.147461
	Iteration 15Q: 3 clusters Score -704701.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -704706.562500 Penalty: 4302.147461
	Iteration 16Q: 3 clusters Score -704706.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -704709.687500 Penalty: 4302.147461
	Iteration 17Q: 3 clusters Score -704709.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -704711.812500 Penalty: 4302.147461
	Iteration 18Q: 3 clusters Score -704711.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -704712.187500 Penalty: 4302.147461
	Iteration 19Q: 3 clusters Score -704712.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -704712.625000 Penalty: 4302.147461
	Iteration 20F: 3 clusters Score -704712.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -704712.875000 Penalty: 4302.147461
	Iteration 21Q: 3 clusters Score -704712.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -704713.875000 Penalty: 4302.147461
	Iteration 22Q: 3 clusters Score -704713.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -704714.500000 Penalty: 4302.147461
	Iteration 23Q: 3 clusters Score -704714.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -704714.500000 Penalty: 4302.147461
	Iteration 24F: 3 clusters Score -704714.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Entering Unmasked Estep 
Score: -768353.125000 Penalty: 2173.330078
	Iteration 0F: 2 clusters Score -768353.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -762933.312500 Penalty: 4346.660156
	Iteration 0F: 3 clusters Score -762933.3 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -764487.312500 Penalty: 4346.660156
	Iteration 1F: 3 clusters Score -764487.3 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -764937.625000 Penalty: 4346.660156
	Iteration 2F: 3 clusters Score -764937.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -765358.062500 Penalty: 4346.660156
	Iteration 3F: 3 clusters Score -765358.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -765701.562500 Penalty: 4346.660156
	Iteration 4F: 3 clusters Score -765701.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -766012.062500 Penalty: 4346.660156
	Iteration 5F: 3 clusters Score -766012.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -766294.687500 Penalty: 4346.660156
	Iteration 6F: 3 clusters Score -766294.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -766526.937500 Penalty: 4346.660156
	Iteration 7Q: 3 clusters Score -766526.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -766703.250000 Penalty: 4346.660156
	Iteration 8Q: 3 clusters Score -766703.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -766868.562500 Penalty: 4346.660156
	Iteration 9Q: 3 clusters Score -766868.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -767013.562500 Penalty: 4346.660156
	Iteration 10Q: 3 clusters Score -767013.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -767131.062500 Penalty: 4346.660156
	Iteration 11Q: 3 clusters Score -767131.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -767237.500000 Penalty: 4346.660156
	Iteration 12Q: 3 clusters Score -767237.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -767309.000000 Penalty: 4346.660156
	Iteration 13Q: 3 clusters Score -767309 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -767370.062500 Penalty: 4346.660156
	Iteration 14Q: 3 clusters Score -767370.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -767415.812500 Penalty: 4346.660156
	Iteration 15Q: 3 clusters Score -767415.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -767434.375000 Penalty: 4346.660156
	Iteration 16Q: 3 clusters Score -767434.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -767445.375000 Penalty: 4346.660156
	Iteration 17Q: 3 clusters Score -767445.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -767452.062500 Penalty: 4346.660156
	Iteration 18Q: 3 clusters Score -767452.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -767456.875000 Penalty: 4346.660156
	Iteration 19Q: 3 clusters Score -767456.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -767464.000000 Penalty: 4346.660156
	Iteration 20F: 3 clusters Score -767464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -767466.937500 Penalty: 4346.660156
	Iteration 21Q: 3 clusters Score -767466.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -767470.187500 Penalty: 4346.660156
	Iteration 22Q: 3 clusters Score -767470.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -767471.750000 Penalty: 4346.660156
	Iteration 23Q: 3 clusters Score -767471.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -767473.500000 Penalty: 4346.660156
	Iteration 24Q: 3 clusters Score -767473.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -767476.375000 Penalty: 4346.660156
	Iteration 25Q: 3 clusters Score -767476.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -767476.187500 Penalty: 4346.660156
	Iteration 26Q: 3 clusters Score -767476.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -767476.187500 Penalty: 4346.660156
	Iteration 27F: 3 clusters Score -767476.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Entering Unmasked Estep 
Score: -171809.812500 Penalty: 1810.182129
	Iteration 0F: 2 clusters Score -171809.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -169545.328125 Penalty: 3620.364258
	Iteration 0F: 3 clusters Score -169545.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -169916.171875 Penalty: 3620.364258
	Iteration 1F: 3 clusters Score -169916.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -170027.234375 Penalty: 3620.364258
	Iteration 2F: 3 clusters Score -170027.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -170082.437500 Penalty: 3620.364258
	Iteration 3Q: 3 clusters Score -170082.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -170131.000000 Penalty: 3620.364258
	Iteration 4Q: 3 clusters Score -170131 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -170178.218750 Penalty: 3620.364258
	Iteration 5Q: 3 clusters Score -170178.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -170243.703125 Penalty: 3620.364258
	Iteration 6Q: 3 clusters Score -170243.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -170291.218750 Penalty: 3620.364258
	Iteration 7Q: 3 clusters Score -170291.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -170331.000000 Penalty: 3620.364258
	Iteration 8Q: 3 clusters Score -170331 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -170364.250000 Penalty: 3620.364258
	Iteration 9Q: 3 clusters Score -170364.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -170390.328125 Penalty: 3620.364258
	Iteration 10Q: 3 clusters Score -170390.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -170402.796875 Penalty: 3620.364258
	Iteration 11Q: 3 clusters Score -170402.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -170407.796875 Penalty: 3620.364258
	Iteration 12Q: 3 clusters Score -170407.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -170418.109375 Penalty: 3620.364258
	Iteration 13Q: 3 clusters Score -170418.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -170425.609375 Penalty: 3620.364258
	Iteration 14Q: 3 clusters Score -170425.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -170431.515625 Penalty: 3620.364258
	Iteration 15Q: 3 clusters Score -170431.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -170433.109375 Penalty: 3620.364258
	Iteration 16Q: 3 clusters Score -170433.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -170434.359375 Penalty: 3620.364258
	Iteration 17Q: 3 clusters Score -170434.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -170434.359375 Penalty: 3620.364258
	Iteration 18F: 3 clusters Score -170434.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Entering Unmasked Estep 
Score: -1764840.375000 Penalty: 2379.016846
	Iteration 0F: 2 clusters Score -1764840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1754244.625000 Penalty: 4758.033691
	Iteration 0F: 3 clusters Score -1754245 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1757541.250000 Penalty: 4758.033691
	Iteration 1F: 3 clusters Score -1757541 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1757863.750000 Penalty: 4758.033691
	Iteration 2F: 3 clusters Score -1757864 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1758117.500000 Penalty: 4758.033691
	Iteration 3Q: 3 clusters Score -1758118 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1758343.750000 Penalty: 4758.033691
	Iteration 4Q: 3 clusters Score -1758344 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1758540.625000 Penalty: 4758.033691
	Iteration 5Q: 3 clusters Score -1758541 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1758723.500000 Penalty: 4758.033691
	Iteration 6Q: 3 clusters Score -1758724 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1758942.250000 Penalty: 4758.033691
	Iteration 7Q: 3 clusters Score -1758942 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1759218.625000 Penalty: 4758.033691
	Iteration 8Q: 3 clusters Score -1759219 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1759585.750000 Penalty: 4758.033691
	Iteration 9Q: 3 clusters Score -1759586 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1760040.375000 Penalty: 4758.033691
	Iteration 10Q: 3 clusters Score -1760040 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1760592.000000 Penalty: 4758.033691
	Iteration 11F: 3 clusters Score -1760592 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1761158.375000 Penalty: 4758.033691
	Iteration 12Q: 3 clusters Score -1761158 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1761708.250000 Penalty: 4758.033691
	Iteration 13Q: 3 clusters Score -1761708 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1762123.750000 Penalty: 4758.033691
	Iteration 14Q: 3 clusters Score -1762124 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1762392.250000 Penalty: 4758.033691
	Iteration 15Q: 3 clusters Score -1762392 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1762560.875000 Penalty: 4758.033691
	Iteration 16Q: 3 clusters Score -1762561 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1762660.375000 Penalty: 4758.033691
	Iteration 17Q: 3 clusters Score -1762660 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1762710.375000 Penalty: 4758.033691
	Iteration 18Q: 3 clusters Score -1762710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1762751.375000 Penalty: 4758.033691
	Iteration 19Q: 3 clusters Score -1762751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1762780.000000 Penalty: 4758.033691
	Iteration 20F: 3 clusters Score -1762780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1762795.125000 Penalty: 4758.033691
	Iteration 21Q: 3 clusters Score -1762795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1762808.500000 Penalty: 4758.033691
	Iteration 22Q: 3 clusters Score -1762808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1762824.000000 Penalty: 4758.033691
	Iteration 23Q: 3 clusters Score -1762824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1762829.500000 Penalty: 4758.033691
	Iteration 24Q: 3 clusters Score -1762830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1762834.875000 Penalty: 4758.033691
	Iteration 25Q: 3 clusters Score -1762835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1762841.250000 Penalty: 4758.033691
	Iteration 26Q: 3 clusters Score -1762841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1762846.125000 Penalty: 4758.033691
	Iteration 27Q: 3 clusters Score -1762846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1762846.750000 Penalty: 4758.033691
	Iteration 28Q: 3 clusters Score -1762847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1762851.625000 Penalty: 4758.033691
	Iteration 29Q: 3 clusters Score -1762852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1762856.875000 Penalty: 4758.033691
	Iteration 30Q: 3 clusters Score -1762857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1762857.500000 Penalty: 4758.033691
	Iteration 31Q: 3 clusters Score -1762858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1762857.625000 Penalty: 4758.033691
	Iteration 32Q: 3 clusters Score -1762858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1762859.000000 Penalty: 4758.033691
	Iteration 33Q: 3 clusters Score -1762859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1762859.000000 Penalty: 4758.033691
	Iteration 34F: 3 clusters Score -1762859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -66460.562500 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -66460.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -64945.136719 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -64945.14 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -65310.199219 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -65310.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -65452.816406 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -65452.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -65537.468750 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -65537.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -65663.625000 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -65663.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -65777.703125 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -65777.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -65834.226562 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -65834.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -65879.742188 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -65879.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -65902.304688 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -65902.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -65908.171875 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -65908.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -65914.742188 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -65914.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -65916.406250 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -65916.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -65916.406250 Penalty: 3219.398926
	Iteration 12F: 3 clusters Score -65916.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Entering Unmasked Estep 
Score: -3156590.250000 Penalty: 2522.292236
	Iteration 0F: 2 clusters Score -3156590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -3138574.750000 Penalty: 5044.584473
	Iteration 0F: 3 clusters Score -3138575 nChanged 11592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -3144807.250000 Penalty: 5044.584473
	Iteration 1F: 3 clusters Score -3144807 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -3145265.000000 Penalty: 5044.584473
	Iteration 2Q: 3 clusters Score -3145265 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -3145634.750000 Penalty: 5044.584473
	Iteration 3Q: 3 clusters Score -3145635 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -3146064.000000 Penalty: 5044.584473
	Iteration 4Q: 3 clusters Score -3146064 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -3146544.000000 Penalty: 5044.584473
	Iteration 5Q: 3 clusters Score -3146544 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -3147185.000000 Penalty: 5044.584473
	Iteration 6Q: 3 clusters Score -3147185 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -3147978.250000 Penalty: 5044.584473
	Iteration 7F: 3 clusters Score -3147978 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -3148984.500000 Penalty: 5044.584473
	Iteration 8F: 3 clusters Score -3148984 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -3150163.000000 Penalty: 5044.584473
	Iteration 9F: 3 clusters Score -3150163 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -3151338.750000 Penalty: 5044.584473
	Iteration 10F: 3 clusters Score -3151339 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -3152303.250000 Penalty: 5044.584473
	Iteration 11Q: 3 clusters Score -3152303 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -3152953.250000 Penalty: 5044.584473
	Iteration 12Q: 3 clusters Score -3152953 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -3153387.000000 Penalty: 5044.584473
	Iteration 13Q: 3 clusters Score -3153387 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -3153621.750000 Penalty: 5044.584473
	Iteration 14Q: 3 clusters Score -3153622 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3153799.000000 Penalty: 5044.584473
	Iteration 15Q: 3 clusters Score -3153799 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -3153898.750000 Penalty: 5044.584473
	Iteration 16Q: 3 clusters Score -3153899 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -3153984.250000 Penalty: 5044.584473
	Iteration 17Q: 3 clusters Score -3153984 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3154050.250000 Penalty: 5044.584473
	Iteration 18Q: 3 clusters Score -3154050 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3154109.000000 Penalty: 5044.584473
	Iteration 19Q: 3 clusters Score -3154109 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3154153.000000 Penalty: 5044.584473
	Iteration 20F: 3 clusters Score -3154153 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3154212.000000 Penalty: 5044.584473
	Iteration 21Q: 3 clusters Score -3154212 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3154248.250000 Penalty: 5044.584473
	Iteration 22Q: 3 clusters Score -3154248 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3154289.750000 Penalty: 5044.584473
	Iteration 23Q: 3 clusters Score -3154290 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3154313.500000 Penalty: 5044.584473
	Iteration 24Q: 3 clusters Score -3154314 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3154338.250000 Penalty: 5044.584473
	Iteration 25Q: 3 clusters Score -3154338 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3154361.000000 Penalty: 5044.584473
	Iteration 26Q: 3 clusters Score -3154361 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3154376.500000 Penalty: 5044.584473
	Iteration 27Q: 3 clusters Score -3154376 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3154402.500000 Penalty: 5044.584473
	Iteration 28Q: 3 clusters Score -3154402 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3154437.500000 Penalty: 5044.584473
	Iteration 29Q: 3 clusters Score -3154438 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3154462.000000 Penalty: 5044.584473
	Iteration 30Q: 3 clusters Score -3154462 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3154482.500000 Penalty: 5044.584473
	Iteration 31Q: 3 clusters Score -3154482 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3154503.250000 Penalty: 5044.584473
	Iteration 32Q: 3 clusters Score -3154503 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3154531.500000 Penalty: 5044.584473
	Iteration 33Q: 3 clusters Score -3154532 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3154546.750000 Penalty: 5044.584473
	Iteration 34Q: 3 clusters Score -3154547 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3154572.250000 Penalty: 5044.584473
	Iteration 35Q: 3 clusters Score -3154572 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3154590.500000 Penalty: 5044.584473
	Iteration 36Q: 3 clusters Score -3154590 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3154609.500000 Penalty: 5044.584473
	Iteration 37Q: 3 clusters Score -3154610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3154635.750000 Penalty: 5044.584473
	Iteration 38Q: 3 clusters Score -3154636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3154649.000000 Penalty: 5044.584473
	Iteration 39Q: 3 clusters Score -3154649 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3154660.000000 Penalty: 5044.584473
	Iteration 40F: 3 clusters Score -3154660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3154666.500000 Penalty: 5044.584473
	Iteration 41Q: 3 clusters Score -3154666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3154672.250000 Penalty: 5044.584473
	Iteration 42Q: 3 clusters Score -3154672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3154677.500000 Penalty: 5044.584473
	Iteration 43Q: 3 clusters Score -3154678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3154684.750000 Penalty: 5044.584473
	Iteration 44Q: 3 clusters Score -3154685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3154687.250000 Penalty: 5044.584473
	Iteration 45Q: 3 clusters Score -3154687 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3154705.750000 Penalty: 5044.584473
	Iteration 46Q: 3 clusters Score -3154706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3154719.500000 Penalty: 5044.584473
	Iteration 47Q: 3 clusters Score -3154720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3154729.000000 Penalty: 5044.584473
	Iteration 48Q: 3 clusters Score -3154729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3154729.250000 Penalty: 5044.584473
	Iteration 49Q: 3 clusters Score -3154729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3154735.000000 Penalty: 5044.584473
	Iteration 50Q: 3 clusters Score -3154735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3154738.500000 Penalty: 5044.584473
	Iteration 51Q: 3 clusters Score -3154738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3154742.750000 Penalty: 5044.584473
	Iteration 52Q: 3 clusters Score -3154743 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3154749.250000 Penalty: 5044.584473
	Iteration 53Q: 3 clusters Score -3154749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3154748.250000 Penalty: 5044.584473
	Iteration 54Q: 3 clusters Score -3154748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3154756.250000 Penalty: 5044.584473
	Iteration 55Q: 3 clusters Score -3154756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3154757.000000 Penalty: 5044.584473
	Iteration 56Q: 3 clusters Score -3154757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3154761.000000 Penalty: 5044.584473
	Iteration 57Q: 3 clusters Score -3154761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3154765.000000 Penalty: 5044.584473
	Iteration 58Q: 3 clusters Score -3154765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3154769.250000 Penalty: 5044.584473
	Iteration 59Q: 3 clusters Score -3154769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3154766.500000 Penalty: 5044.584473
	Iteration 60F: 3 clusters Score -3154766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3154769.250000 Penalty: 5044.584473
	Iteration 61Q: 3 clusters Score -3154769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3154773.000000 Penalty: 5044.584473
	Iteration 62Q: 3 clusters Score -3154773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3154775.000000 Penalty: 5044.584473
	Iteration 63Q: 3 clusters Score -3154775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3154777.000000 Penalty: 5044.584473
	Iteration 64Q: 3 clusters Score -3154777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3154777.000000 Penalty: 5044.584473
	Iteration 65Q: 3 clusters Score -3154777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3154777.750000 Penalty: 5044.584473
	Iteration 66Q: 3 clusters Score -3154778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3154777.750000 Penalty: 5044.584473
	Iteration 67F: 3 clusters Score -3154778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Entering Unmasked Estep 
Score: -209929.406250 Penalty: 1880.771606
	Iteration 0F: 2 clusters Score -209929.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -207351.484375 Penalty: 3761.543213
	Iteration 0F: 3 clusters Score -207351.5 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -207929.671875 Penalty: 3761.543213
	Iteration 1F: 3 clusters Score -207929.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -208403.312500 Penalty: 3761.543213
	Iteration 2F: 3 clusters Score -208403.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -208792.375000 Penalty: 3761.543213
	Iteration 3F: 3 clusters Score -208792.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -209133.921875 Penalty: 3761.543213
	Iteration 4F: 3 clusters Score -209133.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -209450.765625 Penalty: 3761.543213
	Iteration 5F: 3 clusters Score -209450.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -209837.484375 Penalty: 3761.543213
	Iteration 6F: 3 clusters Score -209837.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -210187.343750 Penalty: 3761.543213
	Iteration 7F: 3 clusters Score -210187.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -210370.765625 Penalty: 3761.543213
	Iteration 8Q: 3 clusters Score -210370.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -210467.218750 Penalty: 3761.543213
	Iteration 9Q: 3 clusters Score -210467.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -210520.953125 Penalty: 3761.543213
	Iteration 10Q: 3 clusters Score -210521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -210534.640625 Penalty: 3761.543213
	Iteration 11Q: 3 clusters Score -210534.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -210537.609375 Penalty: 3761.543213
	Iteration 12Q: 3 clusters Score -210537.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -210538.531250 Penalty: 3761.543213
	Iteration 13Q: 3 clusters Score -210538.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -210539.968750 Penalty: 3761.543213
	Iteration 14Q: 3 clusters Score -210540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -210539.968750 Penalty: 3761.543213
	Iteration 15F: 3 clusters Score -210540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 18357 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46886 members 
Mstep: Class 7 contains 6141 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6396 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26122 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 11494 members 
Mstep: Class 19 contains 44510 members 
Mstep: Class 20 contains 81251 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 213695 members 
Mstep: Class 23 contains 156576 members 
Entering Unmasked Estep 
Score: -80047784.000000 Penalty: 76631.320312
Splitting cluster 17 changes total score from -80048680.000000 to -80047784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (11494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Entering Unmasked Estep 
Score: -1380032.375000 Penalty: 2318.696045
	Iteration 0F: 2 clusters Score -1380032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1371403.125000 Penalty: 4637.392090
	Iteration 0F: 3 clusters Score -1371403 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1373950.250000 Penalty: 4637.392090
	Iteration 1F: 3 clusters Score -1373950 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1374234.375000 Penalty: 4637.392090
	Iteration 2F: 3 clusters Score -1374234 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1374444.500000 Penalty: 4637.392090
	Iteration 3Q: 3 clusters Score -1374444 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1374657.875000 Penalty: 4637.392090
	Iteration 4Q: 3 clusters Score -1374658 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1374883.625000 Penalty: 4637.392090
	Iteration 5Q: 3 clusters Score -1374884 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1375147.375000 Penalty: 4637.392090
	Iteration 6Q: 3 clusters Score -1375147 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1375496.250000 Penalty: 4637.392090
	Iteration 7Q: 3 clusters Score -1375496 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1375920.000000 Penalty: 4637.392090
	Iteration 8F: 3 clusters Score -1375920 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1376362.250000 Penalty: 4637.392090
	Iteration 9F: 3 clusters Score -1376362 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1376789.500000 Penalty: 4637.392090
	Iteration 10F: 3 clusters Score -1376790 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1377193.750000 Penalty: 4637.392090
	Iteration 11Q: 3 clusters Score -1377194 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1377552.875000 Penalty: 4637.392090
	Iteration 12Q: 3 clusters Score -1377553 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1377838.250000 Penalty: 4637.392090
	Iteration 13Q: 3 clusters Score -1377838 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1378029.250000 Penalty: 4637.392090
	Iteration 14Q: 3 clusters Score -1378029 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1378134.875000 Penalty: 4637.392090
	Iteration 15Q: 3 clusters Score -1378135 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1378199.250000 Penalty: 4637.392090
	Iteration 16Q: 3 clusters Score -1378199 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1378239.375000 Penalty: 4637.392090
	Iteration 17Q: 3 clusters Score -1378239 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1378272.250000 Penalty: 4637.392090
	Iteration 18Q: 3 clusters Score -1378272 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1378288.875000 Penalty: 4637.392090
	Iteration 19Q: 3 clusters Score -1378289 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1378302.000000 Penalty: 4637.392090
	Iteration 20F: 3 clusters Score -1378302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1378315.625000 Penalty: 4637.392090
	Iteration 21Q: 3 clusters Score -1378316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1378320.625000 Penalty: 4637.392090
	Iteration 22Q: 3 clusters Score -1378321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1378326.125000 Penalty: 4637.392090
	Iteration 23Q: 3 clusters Score -1378326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1378330.500000 Penalty: 4637.392090
	Iteration 24Q: 3 clusters Score -1378330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1378337.125000 Penalty: 4637.392090
	Iteration 25Q: 3 clusters Score -1378337 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1378341.500000 Penalty: 4637.392090
	Iteration 26Q: 3 clusters Score -1378342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1378348.875000 Penalty: 4637.392090
	Iteration 27Q: 3 clusters Score -1378349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1378350.375000 Penalty: 4637.392090
	Iteration 28Q: 3 clusters Score -1378350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1378354.750000 Penalty: 4637.392090
	Iteration 29Q: 3 clusters Score -1378355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1378353.125000 Penalty: 4637.392090
	Iteration 30Q: 3 clusters Score -1378353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1378360.625000 Penalty: 4637.392090
	Iteration 31Q: 3 clusters Score -1378361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1378366.750000 Penalty: 4637.392090
	Iteration 32Q: 3 clusters Score -1378367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1378370.625000 Penalty: 4637.392090
	Iteration 33Q: 3 clusters Score -1378371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1378378.125000 Penalty: 4637.392090
	Iteration 34Q: 3 clusters Score -1378378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1378381.625000 Penalty: 4637.392090
	Iteration 35Q: 3 clusters Score -1378382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1378389.000000 Penalty: 4637.392090
	Iteration 36Q: 3 clusters Score -1378389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1378391.250000 Penalty: 4637.392090
	Iteration 37Q: 3 clusters Score -1378391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1378393.125000 Penalty: 4637.392090
	Iteration 38Q: 3 clusters Score -1378393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1378394.375000 Penalty: 4637.392090
	Iteration 39Q: 3 clusters Score -1378394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1378395.000000 Penalty: 4637.392090
	Iteration 40F: 3 clusters Score -1378395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1378395.000000 Penalty: 4637.392090
	Iteration 41Q: 3 clusters Score -1378395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1378394.750000 Penalty: 4637.392090
	Iteration 42Q: 3 clusters Score -1378395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1378396.875000 Penalty: 4637.392090
	Iteration 43Q: 3 clusters Score -1378397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1378399.625000 Penalty: 4637.392090
	Iteration 44Q: 3 clusters Score -1378400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1378400.750000 Penalty: 4637.392090
	Iteration 45Q: 3 clusters Score -1378401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1378402.000000 Penalty: 4637.392090
	Iteration 46Q: 3 clusters Score -1378402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1378401.500000 Penalty: 4637.392090
	Iteration 47Q: 3 clusters Score -1378402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1378400.875000 Penalty: 4637.392090
	Iteration 48Q: 3 clusters Score -1378401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1378401.625000 Penalty: 4637.392090
	Iteration 49Q: 3 clusters Score -1378402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1378401.125000 Penalty: 4637.392090
	Iteration 50Q: 3 clusters Score -1378401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1378403.000000 Penalty: 4637.392090
	Iteration 51Q: 3 clusters Score -1378403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1378403.125000 Penalty: 4637.392090
	Iteration 52Q: 3 clusters Score -1378403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1378402.875000 Penalty: 4637.392090
	Iteration 53Q: 3 clusters Score -1378403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1378402.875000 Penalty: 4637.392090
	Iteration 54F: 3 clusters Score -1378403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Entering Unmasked Estep 
Score: -5342418.500000 Penalty: 2654.460449
	Iteration 0F: 2 clusters Score -5342418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -5312451.500000 Penalty: 5308.920898
	Iteration 0F: 3 clusters Score -5312452 nChanged 20412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -5323911.000000 Penalty: 5308.920898
	Iteration 1F: 3 clusters Score -5323911 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -5324377.000000 Penalty: 5308.920898
	Iteration 2Q: 3 clusters Score -5324377 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -5324916.000000 Penalty: 5308.920898
	Iteration 3Q: 3 clusters Score -5324916 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -5325601.000000 Penalty: 5308.920898
	Iteration 4Q: 3 clusters Score -5325601 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -5326536.500000 Penalty: 5308.920898
	Iteration 5Q: 3 clusters Score -5326536 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -5327920.500000 Penalty: 5308.920898
	Iteration 6F: 3 clusters Score -5327920 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -5330065.000000 Penalty: 5308.920898
	Iteration 7F: 3 clusters Score -5330065 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -5332837.500000 Penalty: 5308.920898
	Iteration 8F: 3 clusters Score -5332838 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -5335738.000000 Penalty: 5308.920898
	Iteration 9F: 3 clusters Score -5335738 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -5337833.000000 Penalty: 5308.920898
	Iteration 10F: 3 clusters Score -5337833 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5338982.000000 Penalty: 5308.920898
	Iteration 11Q: 3 clusters Score -5338982 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5339530.000000 Penalty: 5308.920898
	Iteration 12Q: 3 clusters Score -5339530 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5339817.000000 Penalty: 5308.920898
	Iteration 13Q: 3 clusters Score -5339817 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5339976.000000 Penalty: 5308.920898
	Iteration 14Q: 3 clusters Score -5339976 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5340069.000000 Penalty: 5308.920898
	Iteration 15Q: 3 clusters Score -5340069 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5340136.500000 Penalty: 5308.920898
	Iteration 16Q: 3 clusters Score -5340136 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5340181.500000 Penalty: 5308.920898
	Iteration 17Q: 3 clusters Score -5340182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5340212.000000 Penalty: 5308.920898
	Iteration 18Q: 3 clusters Score -5340212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5340231.500000 Penalty: 5308.920898
	Iteration 19Q: 3 clusters Score -5340232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5340241.000000 Penalty: 5308.920898
	Iteration 20F: 3 clusters Score -5340241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5340254.500000 Penalty: 5308.920898
	Iteration 21Q: 3 clusters Score -5340254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5340259.500000 Penalty: 5308.920898
	Iteration 22Q: 3 clusters Score -5340260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5340271.500000 Penalty: 5308.920898
	Iteration 23Q: 3 clusters Score -5340272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5340284.000000 Penalty: 5308.920898
	Iteration 24Q: 3 clusters Score -5340284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5340291.500000 Penalty: 5308.920898
	Iteration 25Q: 3 clusters Score -5340292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5340302.000000 Penalty: 5308.920898
	Iteration 26Q: 3 clusters Score -5340302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5340305.500000 Penalty: 5308.920898
	Iteration 27Q: 3 clusters Score -5340306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5340310.000000 Penalty: 5308.920898
	Iteration 28Q: 3 clusters Score -5340310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5340308.000000 Penalty: 5308.920898
	Iteration 29Q: 3 clusters Score -5340308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5340306.000000 Penalty: 5308.920898
	Iteration 30Q: 3 clusters Score -5340306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5340304.500000 Penalty: 5308.920898
	Iteration 31Q: 3 clusters Score -5340304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5340312.000000 Penalty: 5308.920898
	Iteration 32Q: 3 clusters Score -5340312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5340316.500000 Penalty: 5308.920898
	Iteration 33Q: 3 clusters Score -5340316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5340315.000000 Penalty: 5308.920898
	Iteration 34Q: 3 clusters Score -5340315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5340314.000000 Penalty: 5308.920898
	Iteration 35Q: 3 clusters Score -5340314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5340314.000000 Penalty: 5308.920898
	Iteration 36F: 3 clusters Score -5340314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (81251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81251 members 
Entering Unmasked Estep 
Score: -9773552.000000 Penalty: 2803.714111
	Iteration 0F: 2 clusters Score -9773552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -9719371.000000 Penalty: 5607.428223
	Iteration 0F: 3 clusters Score -9719371 nChanged 38256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -9740867.000000 Penalty: 5607.428223
	Iteration 1F: 3 clusters Score -9740867 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -9741698.000000 Penalty: 5607.428223
	Iteration 2Q: 3 clusters Score -9741698 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -9742774.000000 Penalty: 5607.428223
	Iteration 3Q: 3 clusters Score -9742774 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -9744676.000000 Penalty: 5607.428223
	Iteration 4Q: 3 clusters Score -9744676 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -9747888.000000 Penalty: 5607.428223
	Iteration 5F: 3 clusters Score -9747888 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62300 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -9752976.000000 Penalty: 5607.428223
	Iteration 6F: 3 clusters Score -9752976 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69413 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -9759529.000000 Penalty: 5607.428223
	Iteration 7F: 3 clusters Score -9759529 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75531 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -9765644.000000 Penalty: 5607.428223
	Iteration 8F: 3 clusters Score -9765644 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79125 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -9769110.000000 Penalty: 5607.428223
	Iteration 9Q: 3 clusters Score -9769110 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80477 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9770346.000000 Penalty: 5607.428223
	Iteration 10Q: 3 clusters Score -9770346 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80849 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9770743.000000 Penalty: 5607.428223
	Iteration 11Q: 3 clusters Score -9770743 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80953 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9770899.000000 Penalty: 5607.428223
	Iteration 12Q: 3 clusters Score -9770899 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80996 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9770978.000000 Penalty: 5607.428223
	Iteration 13Q: 3 clusters Score -9770978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81017 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9771009.000000 Penalty: 5607.428223
	Iteration 14Q: 3 clusters Score -9771009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81023 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9771022.000000 Penalty: 5607.428223
	Iteration 15Q: 3 clusters Score -9771022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81026 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9771033.000000 Penalty: 5607.428223
	Iteration 16Q: 3 clusters Score -9771033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81025 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9771041.000000 Penalty: 5607.428223
	Iteration 17Q: 3 clusters Score -9771041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81026 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9771041.000000 Penalty: 5607.428223
	Iteration 18Q: 3 clusters Score -9771041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81029 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9771053.000000 Penalty: 5607.428223
	Iteration 19Q: 3 clusters Score -9771053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81031 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -9771060.000000 Penalty: 5607.428223
	Iteration 20F: 3 clusters Score -9771060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81032 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -9771060.000000 Penalty: 5607.428223
	Iteration 21Q: 3 clusters Score -9771060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81033 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9771063.000000 Penalty: 5607.428223
	Iteration 22Q: 3 clusters Score -9771063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81033 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9771063.000000 Penalty: 5607.428223
	Iteration 23F: 3 clusters Score -9771063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (213695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213695 members 
Entering Unmasked Estep 
Score: -25459812.000000 Penalty: 3043.531738
	Iteration 0F: 2 clusters Score -2.545981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106809 members 
Mstep: Class 2 contains 106886 members 
Entering Unmasked Estep 
Score: -25324128.000000 Penalty: 6087.063477
	Iteration 0F: 3 clusters Score -2.532413e+07 nChanged 102953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105698 members 
Mstep: Class 2 contains 107997 members 
Entering Unmasked Estep 
Score: -25385010.000000 Penalty: 6087.063477
	Iteration 1F: 3 clusters Score -2.538501e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104598 members 
Mstep: Class 2 contains 109097 members 
Entering Unmasked Estep 
Score: -25386170.000000 Penalty: 6087.063477
	Iteration 2Q: 3 clusters Score -2.538617e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102993 members 
Mstep: Class 2 contains 110702 members 
Entering Unmasked Estep 
Score: -25387580.000000 Penalty: 6087.063477
	Iteration 3Q: 3 clusters Score -2.538758e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100598 members 
Mstep: Class 2 contains 113097 members 
Entering Unmasked Estep 
Score: -25389554.000000 Penalty: 6087.063477
	Iteration 4Q: 3 clusters Score -2.538955e+07 nChanged 9339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97447 members 
Mstep: Class 2 contains 116248 members 
Entering Unmasked Estep 
Score: -25393024.000000 Penalty: 6087.063477
	Iteration 5Q: 3 clusters Score -2.539302e+07 nChanged 11851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93248 members 
Mstep: Class 2 contains 120447 members 
Entering Unmasked Estep 
Score: -25398580.000000 Penalty: 6087.063477
	Iteration 6F: 3 clusters Score -2.539858e+07 nChanged 14567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88573 members 
Mstep: Class 2 contains 125122 members 
Entering Unmasked Estep 
Score: -25407512.000000 Penalty: 6087.063477
	Iteration 7F: 3 clusters Score -2.540751e+07 nChanged 16208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85233 members 
Mstep: Class 2 contains 128462 members 
Entering Unmasked Estep 
Score: -25418790.000000 Penalty: 6087.063477
	Iteration 8F: 3 clusters Score -2.541879e+07 nChanged 15434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84815 members 
Mstep: Class 2 contains 128880 members 
Entering Unmasked Estep 
Score: -25428422.000000 Penalty: 6087.063477
	Iteration 9F: 3 clusters Score -2.542842e+07 nChanged 11111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86388 members 
Mstep: Class 2 contains 127307 members 
Entering Unmasked Estep 
Score: -25432166.000000 Penalty: 6087.063477
	Iteration 10F: 3 clusters Score -2.543217e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88383 members 
Mstep: Class 2 contains 125312 members 
Entering Unmasked Estep 
Score: -25433434.000000 Penalty: 6087.063477
	Iteration 11Q: 3 clusters Score -2.543343e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90438 members 
Mstep: Class 2 contains 123257 members 
Entering Unmasked Estep 
Score: -25434340.000000 Penalty: 6087.063477
	Iteration 12Q: 3 clusters Score -2.543434e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92502 members 
Mstep: Class 2 contains 121193 members 
Entering Unmasked Estep 
Score: -25435202.000000 Penalty: 6087.063477
	Iteration 13Q: 3 clusters Score -2.54352e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94463 members 
Mstep: Class 2 contains 119232 members 
Entering Unmasked Estep 
Score: -25435856.000000 Penalty: 6087.063477
	Iteration 14Q: 3 clusters Score -2.543586e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96328 members 
Mstep: Class 2 contains 117367 members 
Entering Unmasked Estep 
Score: -25436514.000000 Penalty: 6087.063477
	Iteration 15Q: 3 clusters Score -2.543651e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98273 members 
Mstep: Class 2 contains 115422 members 
Entering Unmasked Estep 
Score: -25437302.000000 Penalty: 6087.063477
	Iteration 16Q: 3 clusters Score -2.54373e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100266 members 
Mstep: Class 2 contains 113429 members 
Entering Unmasked Estep 
Score: -25438204.000000 Penalty: 6087.063477
	Iteration 17Q: 3 clusters Score -2.54382e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102199 members 
Mstep: Class 2 contains 111496 members 
Entering Unmasked Estep 
Score: -25438828.000000 Penalty: 6087.063477
	Iteration 18Q: 3 clusters Score -2.543883e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103991 members 
Mstep: Class 2 contains 109704 members 
Entering Unmasked Estep 
Score: -25439598.000000 Penalty: 6087.063477
	Iteration 19Q: 3 clusters Score -2.54396e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105602 members 
Mstep: Class 2 contains 108093 members 
Entering Unmasked Estep 
Score: -25439974.000000 Penalty: 6087.063477
	Iteration 20F: 3 clusters Score -2.543997e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107071 members 
Mstep: Class 2 contains 106624 members 
Entering Unmasked Estep 
Score: -25440560.000000 Penalty: 6087.063477
	Iteration 21Q: 3 clusters Score -2.544056e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108336 members 
Mstep: Class 2 contains 105359 members 
Entering Unmasked Estep 
Score: -25441156.000000 Penalty: 6087.063477
	Iteration 22Q: 3 clusters Score -2.544116e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109458 members 
Mstep: Class 2 contains 104237 members 
Entering Unmasked Estep 
Score: -25441494.000000 Penalty: 6087.063477
	Iteration 23Q: 3 clusters Score -2.544149e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110513 members 
Mstep: Class 2 contains 103182 members 
Entering Unmasked Estep 
Score: -25441720.000000 Penalty: 6087.063477
	Iteration 24Q: 3 clusters Score -2.544172e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111414 members 
Mstep: Class 2 contains 102281 members 
Entering Unmasked Estep 
Score: -25442122.000000 Penalty: 6087.063477
	Iteration 25Q: 3 clusters Score -2.544212e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112284 members 
Mstep: Class 2 contains 101411 members 
Entering Unmasked Estep 
Score: -25442380.000000 Penalty: 6087.063477
	Iteration 26Q: 3 clusters Score -2.544238e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113069 members 
Mstep: Class 2 contains 100626 members 
Entering Unmasked Estep 
Score: -25442544.000000 Penalty: 6087.063477
	Iteration 27Q: 3 clusters Score -2.544254e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113771 members 
Mstep: Class 2 contains 99924 members 
Entering Unmasked Estep 
Score: -25442740.000000 Penalty: 6087.063477
	Iteration 28Q: 3 clusters Score -2.544274e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114375 members 
Mstep: Class 2 contains 99320 members 
Entering Unmasked Estep 
Score: -25442878.000000 Penalty: 6087.063477
	Iteration 29Q: 3 clusters Score -2.544288e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114869 members 
Mstep: Class 2 contains 98826 members 
Entering Unmasked Estep 
Score: -25442996.000000 Penalty: 6087.063477
	Iteration 30Q: 3 clusters Score -2.5443e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115319 members 
Mstep: Class 2 contains 98376 members 
Entering Unmasked Estep 
Score: -25442970.000000 Penalty: 6087.063477
	Iteration 31Q: 3 clusters Score -2.544297e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115711 members 
Mstep: Class 2 contains 97984 members 
Entering Unmasked Estep 
Score: -25442860.000000 Penalty: 6087.063477
	Iteration 32Q: 3 clusters Score -2.544286e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116064 members 
Mstep: Class 2 contains 97631 members 
Entering Unmasked Estep 
Score: -25442874.000000 Penalty: 6087.063477
	Iteration 33Q: 3 clusters Score -2.544287e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116212 members 
Mstep: Class 2 contains 97483 members 
Entering Unmasked Estep 
Score: -25442986.000000 Penalty: 6087.063477
	Iteration 34Q: 3 clusters Score -2.544299e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116363 members 
Mstep: Class 2 contains 97332 members 
Entering Unmasked Estep 
Score: -25442968.000000 Penalty: 6087.063477
	Iteration 35Q: 3 clusters Score -2.544297e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116475 members 
Mstep: Class 2 contains 97220 members 
Entering Unmasked Estep 
Score: -25442968.000000 Penalty: 6087.063477
	Iteration 36Q: 3 clusters Score -2.544297e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116534 members 
Mstep: Class 2 contains 97161 members 
Entering Unmasked Estep 
Score: -25442940.000000 Penalty: 6087.063477
	Iteration 37Q: 3 clusters Score -2.544294e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116578 members 
Mstep: Class 2 contains 97117 members 
Entering Unmasked Estep 
Score: -25442884.000000 Penalty: 6087.063477
	Iteration 38Q: 3 clusters Score -2.544288e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116589 members 
Mstep: Class 2 contains 97106 members 
Entering Unmasked Estep 
Score: -25442866.000000 Penalty: 6087.063477
	Iteration 39Q: 3 clusters Score -2.544287e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116531 members 
Mstep: Class 2 contains 97164 members 
Entering Unmasked Estep 
Score: -25442866.000000 Penalty: 6087.063477
	Iteration 40F: 3 clusters Score -2.544287e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116485 members 
Mstep: Class 2 contains 97210 members 
Entering Unmasked Estep 
Score: -25442872.000000 Penalty: 6087.063477
	Iteration 41Q: 3 clusters Score -2.544287e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116416 members 
Mstep: Class 2 contains 97279 members 
Entering Unmasked Estep 
Score: -25442872.000000 Penalty: 6087.063477
	Iteration 42Q: 3 clusters Score -2.544287e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116369 members 
Mstep: Class 2 contains 97326 members 
Entering Unmasked Estep 
Score: -25442844.000000 Penalty: 6087.063477
	Iteration 43Q: 3 clusters Score -2.544284e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116303 members 
Mstep: Class 2 contains 97392 members 
Entering Unmasked Estep 
Score: -25442826.000000 Penalty: 6087.063477
	Iteration 44Q: 3 clusters Score -2.544283e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116233 members 
Mstep: Class 2 contains 97462 members 
Entering Unmasked Estep 
Score: -25442834.000000 Penalty: 6087.063477
	Iteration 45Q: 3 clusters Score -2.544283e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116153 members 
Mstep: Class 2 contains 97542 members 
Entering Unmasked Estep 
Score: -25442820.000000 Penalty: 6087.063477
	Iteration 46Q: 3 clusters Score -2.544282e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116071 members 
Mstep: Class 2 contains 97624 members 
Entering Unmasked Estep 
Score: -25442808.000000 Penalty: 6087.063477
	Iteration 47Q: 3 clusters Score -2.544281e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116012 members 
Mstep: Class 2 contains 97683 members 
Entering Unmasked Estep 
Score: -25442830.000000 Penalty: 6087.063477
	Iteration 48Q: 3 clusters Score -2.544283e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115961 members 
Mstep: Class 2 contains 97734 members 
Entering Unmasked Estep 
Score: -25442822.000000 Penalty: 6087.063477
	Iteration 49Q: 3 clusters Score -2.544282e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115909 members 
Mstep: Class 2 contains 97786 members 
Entering Unmasked Estep 
Score: -25442836.000000 Penalty: 6087.063477
	Iteration 50Q: 3 clusters Score -2.544284e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115860 members 
Mstep: Class 2 contains 97835 members 
Entering Unmasked Estep 
Score: -25442816.000000 Penalty: 6087.063477
	Iteration 51Q: 3 clusters Score -2.544282e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115823 members 
Mstep: Class 2 contains 97872 members 
Entering Unmasked Estep 
Score: -25442820.000000 Penalty: 6087.063477
	Iteration 52Q: 3 clusters Score -2.544282e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115789 members 
Mstep: Class 2 contains 97906 members 
Entering Unmasked Estep 
Score: -25442810.000000 Penalty: 6087.063477
	Iteration 53Q: 3 clusters Score -2.544281e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115740 members 
Mstep: Class 2 contains 97955 members 
Entering Unmasked Estep 
Score: -25442828.000000 Penalty: 6087.063477
	Iteration 54Q: 3 clusters Score -2.544283e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115678 members 
Mstep: Class 2 contains 98017 members 
Entering Unmasked Estep 
Score: -25442828.000000 Penalty: 6087.063477
	Iteration 55Q: 3 clusters Score -2.544283e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115638 members 
Mstep: Class 2 contains 98057 members 
Entering Unmasked Estep 
Score: -25442844.000000 Penalty: 6087.063477
	Iteration 56Q: 3 clusters Score -2.544284e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115593 members 
Mstep: Class 2 contains 98102 members 
Entering Unmasked Estep 
Score: -25442848.000000 Penalty: 6087.063477
	Iteration 57Q: 3 clusters Score -2.544285e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115545 members 
Mstep: Class 2 contains 98150 members 
Entering Unmasked Estep 
Score: -25442834.000000 Penalty: 6087.063477
	Iteration 58Q: 3 clusters Score -2.544283e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115506 members 
Mstep: Class 2 contains 98189 members 
Entering Unmasked Estep 
Score: -25442852.000000 Penalty: 6087.063477
	Iteration 59Q: 3 clusters Score -2.544285e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115472 members 
Mstep: Class 2 contains 98223 members 
Entering Unmasked Estep 
Score: -25442882.000000 Penalty: 6087.063477
	Iteration 60F: 3 clusters Score -2.544288e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115434 members 
Mstep: Class 2 contains 98261 members 
Entering Unmasked Estep 
Score: -25442924.000000 Penalty: 6087.063477
	Iteration 61Q: 3 clusters Score -2.544292e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115415 members 
Mstep: Class 2 contains 98280 members 
Entering Unmasked Estep 
Score: -25442948.000000 Penalty: 6087.063477
	Iteration 62Q: 3 clusters Score -2.544295e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115383 members 
Mstep: Class 2 contains 98312 members 
Entering Unmasked Estep 
Score: -25442926.000000 Penalty: 6087.063477
	Iteration 63Q: 3 clusters Score -2.544293e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115352 members 
Mstep: Class 2 contains 98343 members 
Entering Unmasked Estep 
Score: -25442912.000000 Penalty: 6087.063477
	Iteration 64Q: 3 clusters Score -2.544291e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115319 members 
Mstep: Class 2 contains 98376 members 
Entering Unmasked Estep 
Score: -25442944.000000 Penalty: 6087.063477
	Iteration 65Q: 3 clusters Score -2.544294e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115294 members 
Mstep: Class 2 contains 98401 members 
Entering Unmasked Estep 
Score: -25442950.000000 Penalty: 6087.063477
	Iteration 66Q: 3 clusters Score -2.544295e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115269 members 
Mstep: Class 2 contains 98426 members 
Entering Unmasked Estep 
Score: -25442956.000000 Penalty: 6087.063477
	Iteration 67Q: 3 clusters Score -2.544296e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115248 members 
Mstep: Class 2 contains 98447 members 
Entering Unmasked Estep 
Score: -25442948.000000 Penalty: 6087.063477
	Iteration 68Q: 3 clusters Score -2.544295e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115225 members 
Mstep: Class 2 contains 98470 members 
Entering Unmasked Estep 
Score: -25442966.000000 Penalty: 6087.063477
	Iteration 69Q: 3 clusters Score -2.544297e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115211 members 
Mstep: Class 2 contains 98484 members 
Entering Unmasked Estep 
Score: -25442958.000000 Penalty: 6087.063477
	Iteration 70Q: 3 clusters Score -2.544296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115205 members 
Mstep: Class 2 contains 98490 members 
Entering Unmasked Estep 
Score: -25442984.000000 Penalty: 6087.063477
	Iteration 71Q: 3 clusters Score -2.544298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115199 members 
Mstep: Class 2 contains 98496 members 
Entering Unmasked Estep 
Score: -25442994.000000 Penalty: 6087.063477
	Iteration 72Q: 3 clusters Score -2.544299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115197 members 
Mstep: Class 2 contains 98498 members 
Entering Unmasked Estep 
Score: -25442988.000000 Penalty: 6087.063477
	Iteration 73Q: 3 clusters Score -2.544299e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115189 members 
Mstep: Class 2 contains 98506 members 
Entering Unmasked Estep 
Score: -25442984.000000 Penalty: 6087.063477
	Iteration 74Q: 3 clusters Score -2.544298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115180 members 
Mstep: Class 2 contains 98515 members 
Entering Unmasked Estep 
Score: -25442988.000000 Penalty: 6087.063477
	Iteration 75Q: 3 clusters Score -2.544299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115174 members 
Mstep: Class 2 contains 98521 members 
Entering Unmasked Estep 
Score: -25442994.000000 Penalty: 6087.063477
	Iteration 76Q: 3 clusters Score -2.544299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115171 members 
Mstep: Class 2 contains 98524 members 
Entering Unmasked Estep 
Score: -25443006.000000 Penalty: 6087.063477
	Iteration 77Q: 3 clusters Score -2.544301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115170 members 
Mstep: Class 2 contains 98525 members 
Entering Unmasked Estep 
Score: -25443000.000000 Penalty: 6087.063477
	Iteration 78Q: 3 clusters Score -2.5443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115168 members 
Mstep: Class 2 contains 98527 members 
Entering Unmasked Estep 
Score: -25442994.000000 Penalty: 6087.063477
	Iteration 79Q: 3 clusters Score -2.544299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115168 members 
Mstep: Class 2 contains 98527 members 
Entering Unmasked Estep 
Score: -25442994.000000 Penalty: 6087.063477
	Iteration 80F: 3 clusters Score -2.544299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (156576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156576 members 
Entering Unmasked Estep 
Score: -18680866.000000 Penalty: 2966.401611
	Iteration 0F: 2 clusters Score -1.868087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78119 members 
Mstep: Class 2 contains 78457 members 
Entering Unmasked Estep 
Score: -18577254.000000 Penalty: 5932.803223
	Iteration 0F: 3 clusters Score -1.857725e+07 nChanged 74943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75932 members 
Mstep: Class 2 contains 80644 members 
Entering Unmasked Estep 
Score: -18621012.000000 Penalty: 5932.803223
	Iteration 1F: 3 clusters Score -1.862101e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74583 members 
Mstep: Class 2 contains 81993 members 
Entering Unmasked Estep 
Score: -18622046.000000 Penalty: 5932.803223
	Iteration 2Q: 3 clusters Score -1.862205e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72485 members 
Mstep: Class 2 contains 84091 members 
Entering Unmasked Estep 
Score: -18623602.000000 Penalty: 5932.803223
	Iteration 3Q: 3 clusters Score -1.86236e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69363 members 
Mstep: Class 2 contains 87213 members 
Entering Unmasked Estep 
Score: -18625808.000000 Penalty: 5932.803223
	Iteration 4Q: 3 clusters Score -1.862581e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64910 members 
Mstep: Class 2 contains 91666 members 
Entering Unmasked Estep 
Score: -18629054.000000 Penalty: 5932.803223
	Iteration 5Q: 3 clusters Score -1.862905e+07 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58844 members 
Mstep: Class 2 contains 97732 members 
Entering Unmasked Estep 
Score: -18634348.000000 Penalty: 5932.803223
	Iteration 6F: 3 clusters Score -1.863435e+07 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51264 members 
Mstep: Class 2 contains 105312 members 
Entering Unmasked Estep 
Score: -18641800.000000 Penalty: 5932.803223
	Iteration 7F: 3 clusters Score -1.86418e+07 nChanged 10864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 113752 members 
Entering Unmasked Estep 
Score: -18651280.000000 Penalty: 5932.803223
	Iteration 8F: 3 clusters Score -1.865128e+07 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 121529 members 
Entering Unmasked Estep 
Score: -18660760.000000 Penalty: 5932.803223
	Iteration 9F: 3 clusters Score -1.866076e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 127205 members 
Entering Unmasked Estep 
Score: -18667338.000000 Penalty: 5932.803223
	Iteration 10F: 3 clusters Score -1.866734e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 130905 members 
Entering Unmasked Estep 
Score: -18670958.000000 Penalty: 5932.803223
	Iteration 11Q: 3 clusters Score -1.867096e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 133574 members 
Entering Unmasked Estep 
Score: -18672722.000000 Penalty: 5932.803223
	Iteration 12Q: 3 clusters Score -1.867272e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 135830 members 
Entering Unmasked Estep 
Score: -18673822.000000 Penalty: 5932.803223
	Iteration 13Q: 3 clusters Score -1.867382e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 137756 members 
Entering Unmasked Estep 
Score: -18674636.000000 Penalty: 5932.803223
	Iteration 14Q: 3 clusters Score -1.867464e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 139488 members 
Entering Unmasked Estep 
Score: -18675350.000000 Penalty: 5932.803223
	Iteration 15Q: 3 clusters Score -1.867535e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 141037 members 
Entering Unmasked Estep 
Score: -18675900.000000 Penalty: 5932.803223
	Iteration 16Q: 3 clusters Score -1.86759e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 142340 members 
Entering Unmasked Estep 
Score: -18676346.000000 Penalty: 5932.803223
	Iteration 17Q: 3 clusters Score -1.867635e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 143510 members 
Entering Unmasked Estep 
Score: -18676714.000000 Penalty: 5932.803223
	Iteration 18Q: 3 clusters Score -1.867671e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 144649 members 
Entering Unmasked Estep 
Score: -18677088.000000 Penalty: 5932.803223
	Iteration 19Q: 3 clusters Score -1.867709e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 145656 members 
Entering Unmasked Estep 
Score: -18677330.000000 Penalty: 5932.803223
	Iteration 20F: 3 clusters Score -1.867733e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 146528 members 
Entering Unmasked Estep 
Score: -18677544.000000 Penalty: 5932.803223
	Iteration 21Q: 3 clusters Score -1.867754e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 147319 members 
Entering Unmasked Estep 
Score: -18677730.000000 Penalty: 5932.803223
	Iteration 22Q: 3 clusters Score -1.867773e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 148021 members 
Entering Unmasked Estep 
Score: -18677918.000000 Penalty: 5932.803223
	Iteration 23Q: 3 clusters Score -1.867792e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 148666 members 
Entering Unmasked Estep 
Score: -18678082.000000 Penalty: 5932.803223
	Iteration 24Q: 3 clusters Score -1.867808e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 149222 members 
Entering Unmasked Estep 
Score: -18678272.000000 Penalty: 5932.803223
	Iteration 25Q: 3 clusters Score -1.867827e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 149709 members 
Entering Unmasked Estep 
Score: -18678372.000000 Penalty: 5932.803223
	Iteration 26Q: 3 clusters Score -1.867837e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 150134 members 
Entering Unmasked Estep 
Score: -18678526.000000 Penalty: 5932.803223
	Iteration 27Q: 3 clusters Score -1.867853e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 150533 members 
Entering Unmasked Estep 
Score: -18678644.000000 Penalty: 5932.803223
	Iteration 28Q: 3 clusters Score -1.867864e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 150863 members 
Entering Unmasked Estep 
Score: -18678686.000000 Penalty: 5932.803223
	Iteration 29Q: 3 clusters Score -1.867869e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 151149 members 
Entering Unmasked Estep 
Score: -18678704.000000 Penalty: 5932.803223
	Iteration 30Q: 3 clusters Score -1.86787e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 151396 members 
Entering Unmasked Estep 
Score: -18678758.000000 Penalty: 5932.803223
	Iteration 31Q: 3 clusters Score -1.867876e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 151610 members 
Entering Unmasked Estep 
Score: -18678792.000000 Penalty: 5932.803223
	Iteration 32Q: 3 clusters Score -1.867879e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 151811 members 
Entering Unmasked Estep 
Score: -18678862.000000 Penalty: 5932.803223
	Iteration 33Q: 3 clusters Score -1.867886e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 151994 members 
Entering Unmasked Estep 
Score: -18678892.000000 Penalty: 5932.803223
	Iteration 34Q: 3 clusters Score -1.867889e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 152143 members 
Entering Unmasked Estep 
Score: -18678928.000000 Penalty: 5932.803223
	Iteration 35Q: 3 clusters Score -1.867893e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 152271 members 
Entering Unmasked Estep 
Score: -18678922.000000 Penalty: 5932.803223
	Iteration 36Q: 3 clusters Score -1.867892e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 152382 members 
Entering Unmasked Estep 
Score: -18678936.000000 Penalty: 5932.803223
	Iteration 37Q: 3 clusters Score -1.867894e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 152495 members 
Entering Unmasked Estep 
Score: -18678986.000000 Penalty: 5932.803223
	Iteration 38Q: 3 clusters Score -1.867899e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 152598 members 
Entering Unmasked Estep 
Score: -18679002.000000 Penalty: 5932.803223
	Iteration 39Q: 3 clusters Score -1.8679e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 152679 members 
Entering Unmasked Estep 
Score: -18679022.000000 Penalty: 5932.803223
	Iteration 40F: 3 clusters Score -1.867902e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 152753 members 
Entering Unmasked Estep 
Score: -18679072.000000 Penalty: 5932.803223
	Iteration 41Q: 3 clusters Score -1.867907e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 152838 members 
Entering Unmasked Estep 
Score: -18679074.000000 Penalty: 5932.803223
	Iteration 42Q: 3 clusters Score -1.867907e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 152899 members 
Entering Unmasked Estep 
Score: -18679076.000000 Penalty: 5932.803223
	Iteration 43Q: 3 clusters Score -1.867908e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 152952 members 
Entering Unmasked Estep 
Score: -18679078.000000 Penalty: 5932.803223
	Iteration 44Q: 3 clusters Score -1.867908e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 152994 members 
Entering Unmasked Estep 
Score: -18679094.000000 Penalty: 5932.803223
	Iteration 45Q: 3 clusters Score -1.867909e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 153030 members 
Entering Unmasked Estep 
Score: -18679066.000000 Penalty: 5932.803223
	Iteration 46Q: 3 clusters Score -1.867907e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 153069 members 
Entering Unmasked Estep 
Score: -18679092.000000 Penalty: 5932.803223
	Iteration 47Q: 3 clusters Score -1.867909e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 153104 members 
Entering Unmasked Estep 
Score: -18679106.000000 Penalty: 5932.803223
	Iteration 48Q: 3 clusters Score -1.867911e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 153140 members 
Entering Unmasked Estep 
Score: -18679092.000000 Penalty: 5932.803223
	Iteration 49Q: 3 clusters Score -1.867909e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 153172 members 
Entering Unmasked Estep 
Score: -18679116.000000 Penalty: 5932.803223
	Iteration 50Q: 3 clusters Score -1.867912e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 153193 members 
Entering Unmasked Estep 
Score: -18679130.000000 Penalty: 5932.803223
	Iteration 51Q: 3 clusters Score -1.867913e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 153225 members 
Entering Unmasked Estep 
Score: -18679116.000000 Penalty: 5932.803223
	Iteration 52Q: 3 clusters Score -1.867912e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 153251 members 
Entering Unmasked Estep 
Score: -18679118.000000 Penalty: 5932.803223
	Iteration 53Q: 3 clusters Score -1.867912e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 153280 members 
Entering Unmasked Estep 
Score: -18679100.000000 Penalty: 5932.803223
	Iteration 54Q: 3 clusters Score -1.86791e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 153303 members 
Entering Unmasked Estep 
Score: -18679104.000000 Penalty: 5932.803223
	Iteration 55Q: 3 clusters Score -1.86791e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 153320 members 
Entering Unmasked Estep 
Score: -18679122.000000 Penalty: 5932.803223
	Iteration 56Q: 3 clusters Score -1.867912e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 153336 members 
Entering Unmasked Estep 
Score: -18679128.000000 Penalty: 5932.803223
	Iteration 57Q: 3 clusters Score -1.867913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 153348 members 
Entering Unmasked Estep 
Score: -18679118.000000 Penalty: 5932.803223
	Iteration 58Q: 3 clusters Score -1.867912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 153353 members 
Entering Unmasked Estep 
Score: -18679122.000000 Penalty: 5932.803223
	Iteration 59Q: 3 clusters Score -1.867912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 153358 members 
Entering Unmasked Estep 
Score: -18679116.000000 Penalty: 5932.803223
	Iteration 60F: 3 clusters Score -1.867912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 153362 members 
Entering Unmasked Estep 
Score: -18679118.000000 Penalty: 5932.803223
	Iteration 61Q: 3 clusters Score -1.867912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 153364 members 
Entering Unmasked Estep 
Score: -18679114.000000 Penalty: 5932.803223
	Iteration 62Q: 3 clusters Score -1.867911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 153366 members 
Entering Unmasked Estep 
Score: -18679118.000000 Penalty: 5932.803223
	Iteration 63Q: 3 clusters Score -1.867912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 153368 members 
Entering Unmasked Estep 
Score: -18679120.000000 Penalty: 5932.803223
	Iteration 64Q: 3 clusters Score -1.867912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 153372 members 
Entering Unmasked Estep 
Score: -18679128.000000 Penalty: 5932.803223
	Iteration 65Q: 3 clusters Score -1.867913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 153375 members 
Entering Unmasked Estep 
Score: -18679126.000000 Penalty: 5932.803223
	Iteration 66Q: 3 clusters Score -1.867913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 153380 members 
Entering Unmasked Estep 
Score: -18679130.000000 Penalty: 5932.803223
	Iteration 67Q: 3 clusters Score -1.867913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 153385 members 
Entering Unmasked Estep 
Score: -18679120.000000 Penalty: 5932.803223
	Iteration 68Q: 3 clusters Score -1.867912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 153391 members 
Entering Unmasked Estep 
Score: -18679140.000000 Penalty: 5932.803223
	Iteration 69Q: 3 clusters Score -1.867914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 153393 members 
Entering Unmasked Estep 
Score: -18679144.000000 Penalty: 5932.803223
	Iteration 70Q: 3 clusters Score -1.867914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 153396 members 
Entering Unmasked Estep 
Score: -18679154.000000 Penalty: 5932.803223
	Iteration 71Q: 3 clusters Score -1.867915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 153397 members 
Entering Unmasked Estep 
Score: -18679154.000000 Penalty: 5932.803223
	Iteration 72Q: 3 clusters Score -1.867915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 153398 members 
Entering Unmasked Estep 
Score: -18679138.000000 Penalty: 5932.803223
	Iteration 73Q: 3 clusters Score -1.867914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 153400 members 
Entering Unmasked Estep 
Score: -18679166.000000 Penalty: 5932.803223
	Iteration 74Q: 3 clusters Score -1.867917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 153400 members 
Entering Unmasked Estep 
Score: -18679166.000000 Penalty: 5932.803223
	Iteration 75F: 3 clusters Score -1.867917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 18357 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46886 members 
Mstep: Class 7 contains 6141 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6396 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26122 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11494 members 
Mstep: Class 19 contains 44510 members 
Mstep: Class 20 contains 81251 members 
Mstep: Class 22 contains 213695 members 
Mstep: Class 23 contains 156576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048712.000000 Penalty: 73299.523438
Iteration 239Q: 23 clusters Score -8.004871e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 18356 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46885 members 
Mstep: Class 7 contains 6141 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6392 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26121 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11493 members 
Mstep: Class 19 contains 44510 members 
Mstep: Class 20 contains 81253 members 
Mstep: Class 22 contains 213689 members 
Mstep: Class 23 contains 156588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048664.000000 Penalty: 73299.523438
Iteration 240F: 23 clusters Score -8.004866e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 18356 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46886 members 
Mstep: Class 7 contains 6141 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26121 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11493 members 
Mstep: Class 19 contains 44510 members 
Mstep: Class 20 contains 81255 members 
Mstep: Class 22 contains 213682 members 
Mstep: Class 23 contains 156593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048704.000000 Penalty: 73299.523438
Iteration 241Q: 23 clusters Score -8.00487e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 18356 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46886 members 
Mstep: Class 7 contains 6141 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26121 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11493 members 
Mstep: Class 19 contains 44512 members 
Mstep: Class 20 contains 81254 members 
Mstep: Class 22 contains 213680 members 
Mstep: Class 23 contains 156596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048680.000000 Penalty: 73299.523438
Iteration 242Q: 23 clusters Score -8.004868e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 18357 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46886 members 
Mstep: Class 7 contains 6141 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26121 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11493 members 
Mstep: Class 19 contains 44511 members 
Mstep: Class 20 contains 81257 members 
Mstep: Class 22 contains 213677 members 
Mstep: Class 23 contains 156596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048704.000000 Penalty: 73299.523438
Iteration 243Q: 23 clusters Score -8.00487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 18357 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46887 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26121 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11493 members 
Mstep: Class 19 contains 44512 members 
Mstep: Class 20 contains 81258 members 
Mstep: Class 22 contains 213670 members 
Mstep: Class 23 contains 156599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048712.000000 Penalty: 73299.523438
Iteration 244Q: 23 clusters Score -8.004871e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 18356 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46887 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26123 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11493 members 
Mstep: Class 19 contains 44512 members 
Mstep: Class 20 contains 81259 members 
Mstep: Class 22 contains 213670 members 
Mstep: Class 23 contains 156597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048712.000000 Penalty: 73299.523438
Iteration 245Q: 23 clusters Score -8.004871e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 18355 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46887 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26122 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11494 members 
Mstep: Class 19 contains 44509 members 
Mstep: Class 20 contains 81259 members 
Mstep: Class 22 contains 213671 members 
Mstep: Class 23 contains 156600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048728.000000 Penalty: 73299.523438
Iteration 246Q: 23 clusters Score -8.004873e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 18354 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46887 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26121 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11497 members 
Mstep: Class 19 contains 44503 members 
Mstep: Class 20 contains 81259 members 
Mstep: Class 22 contains 213672 members 
Mstep: Class 23 contains 156603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048736.000000 Penalty: 73299.523438
Iteration 247Q: 23 clusters Score -8.004874e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 18352 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46888 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26120 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11499 members 
Mstep: Class 19 contains 44500 members 
Mstep: Class 20 contains 81258 members 
Mstep: Class 22 contains 213671 members 
Mstep: Class 23 contains 156607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048712.000000 Penalty: 73299.523438
Iteration 248Q: 23 clusters Score -8.004871e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 18353 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46888 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26119 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11499 members 
Mstep: Class 19 contains 44497 members 
Mstep: Class 20 contains 81256 members 
Mstep: Class 22 contains 213673 members 
Mstep: Class 23 contains 156609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048696.000000 Penalty: 73299.523438
Iteration 249Q: 23 clusters Score -8.00487e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 18354 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46888 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26119 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11499 members 
Mstep: Class 19 contains 44495 members 
Mstep: Class 20 contains 81253 members 
Mstep: Class 22 contains 213671 members 
Mstep: Class 23 contains 156614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048720.000000 Penalty: 73299.523438
Iteration 250Q: 23 clusters Score -8.004872e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 18354 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46887 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26119 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11499 members 
Mstep: Class 19 contains 44494 members 
Mstep: Class 20 contains 81252 members 
Mstep: Class 22 contains 213668 members 
Mstep: Class 23 contains 156620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048736.000000 Penalty: 73299.523438
Iteration 251Q: 23 clusters Score -8.004874e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 18354 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46886 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26119 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11499 members 
Mstep: Class 19 contains 44493 members 
Mstep: Class 20 contains 81250 members 
Mstep: Class 22 contains 213666 members 
Mstep: Class 23 contains 156626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048720.000000 Penalty: 73299.523438
Iteration 252Q: 23 clusters Score -8.004872e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 18354 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46886 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26119 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11499 members 
Mstep: Class 19 contains 44491 members 
Mstep: Class 20 contains 81248 members 
Mstep: Class 22 contains 213662 members 
Mstep: Class 23 contains 156633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048752.000000 Penalty: 73299.523438
Iteration 253Q: 23 clusters Score -8.004875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 18354 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46888 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26119 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11499 members 
Mstep: Class 19 contains 44490 members 
Mstep: Class 20 contains 81248 members 
Mstep: Class 22 contains 213655 members 
Mstep: Class 23 contains 156639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048752.000000 Penalty: 73299.523438
Iteration 254Q: 23 clusters Score -8.004875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 18354 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46890 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26119 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11499 members 
Mstep: Class 19 contains 44489 members 
Mstep: Class 20 contains 81251 members 
Mstep: Class 22 contains 213647 members 
Mstep: Class 23 contains 156642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048840.000000 Penalty: 73299.523438
Iteration 255Q: 23 clusters Score -8.004884e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 18353 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46889 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26120 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11499 members 
Mstep: Class 19 contains 44487 members 
Mstep: Class 20 contains 81251 members 
Mstep: Class 22 contains 213641 members 
Mstep: Class 23 contains 156650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048808.000000 Penalty: 73299.523438
Iteration 256Q: 23 clusters Score -8.004881e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 18353 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46892 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26120 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11499 members 
Mstep: Class 19 contains 44487 members 
Mstep: Class 20 contains 81251 members 
Mstep: Class 22 contains 213634 members 
Mstep: Class 23 contains 156654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048776.000000 Penalty: 73299.523438
Iteration 257Q: 23 clusters Score -8.004878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 18352 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46894 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26121 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11499 members 
Mstep: Class 19 contains 44487 members 
Mstep: Class 20 contains 81250 members 
Mstep: Class 22 contains 213631 members 
Mstep: Class 23 contains 156656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048792.000000 Penalty: 73299.523438
Iteration 258Q: 23 clusters Score -8.004879e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 18351 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46894 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26121 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11499 members 
Mstep: Class 19 contains 44488 members 
Mstep: Class 20 contains 81249 members 
Mstep: Class 22 contains 213626 members 
Mstep: Class 23 contains 156662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048832.000000 Penalty: 73299.523438
Iteration 259Q: 23 clusters Score -8.004883e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 18349 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46894 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26121 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11499 members 
Mstep: Class 19 contains 44488 members 
Mstep: Class 20 contains 81248 members 
Mstep: Class 22 contains 213618 members 
Mstep: Class 23 contains 156673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048832.000000 Penalty: 73299.523438
Iteration 260F: 23 clusters Score -8.004883e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 18346 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46895 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26121 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11499 members 
Mstep: Class 19 contains 44486 members 
Mstep: Class 20 contains 81247 members 
Mstep: Class 22 contains 213625 members 
Mstep: Class 23 contains 156671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048832.000000 Penalty: 73299.523438
Iteration 261Q: 23 clusters Score -8.004883e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 18344 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46897 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5848 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26122 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11499 members 
Mstep: Class 19 contains 44482 members 
Mstep: Class 20 contains 81248 members 
Mstep: Class 22 contains 213623 members 
Mstep: Class 23 contains 156674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048808.000000 Penalty: 73299.523438
Iteration 262Q: 23 clusters Score -8.004881e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 18343 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46898 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26122 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11499 members 
Mstep: Class 19 contains 44484 members 
Mstep: Class 20 contains 81243 members 
Mstep: Class 22 contains 213626 members 
Mstep: Class 23 contains 156670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048904.000000 Penalty: 73299.523438
Iteration 263Q: 23 clusters Score -8.00489e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 18343 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46898 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5851 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26122 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11500 members 
Mstep: Class 19 contains 44485 members 
Mstep: Class 20 contains 81239 members 
Mstep: Class 22 contains 213629 members 
Mstep: Class 23 contains 156668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048880.000000 Penalty: 73299.523438
Iteration 264Q: 23 clusters Score -8.004888e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 18344 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46899 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26122 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11500 members 
Mstep: Class 19 contains 44484 members 
Mstep: Class 20 contains 81238 members 
Mstep: Class 22 contains 213634 members 
Mstep: Class 23 contains 156664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048880.000000 Penalty: 73299.523438
Iteration 265Q: 23 clusters Score -8.004888e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 18343 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46900 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5851 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26122 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11500 members 
Mstep: Class 19 contains 44486 members 
Mstep: Class 20 contains 81234 members 
Mstep: Class 22 contains 213640 members 
Mstep: Class 23 contains 156659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048856.000000 Penalty: 73299.523438
Iteration 266Q: 23 clusters Score -8.004886e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 18343 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46901 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5851 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26120 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11501 members 
Mstep: Class 19 contains 44480 members 
Mstep: Class 20 contains 81233 members 
Mstep: Class 22 contains 213648 members 
Mstep: Class 23 contains 156659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048880.000000 Penalty: 73299.523438
Iteration 267Q: 23 clusters Score -8.004888e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 18342 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46902 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5851 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26121 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11500 members 
Mstep: Class 19 contains 44470 members 
Mstep: Class 20 contains 81226 members 
Mstep: Class 22 contains 213656 members 
Mstep: Class 23 contains 156668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048872.000000 Penalty: 73299.523438
Iteration 268Q: 23 clusters Score -8.004887e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 18342 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46900 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5851 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26121 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11501 members 
Mstep: Class 19 contains 44462 members 
Mstep: Class 20 contains 81218 members 
Mstep: Class 22 contains 213656 members 
Mstep: Class 23 contains 156685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048888.000000 Penalty: 73299.523438
Iteration 269Q: 23 clusters Score -8.004889e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 18343 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46900 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5851 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26120 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11501 members 
Mstep: Class 19 contains 44461 members 
Mstep: Class 20 contains 81215 members 
Mstep: Class 22 contains 213650 members 
Mstep: Class 23 contains 156697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048960.000000 Penalty: 73299.523438
Iteration 270Q: 23 clusters Score -8.004896e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 18341 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46899 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26117 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11501 members 
Mstep: Class 19 contains 44458 members 
Mstep: Class 20 contains 81218 members 
Mstep: Class 22 contains 213653 members 
Mstep: Class 23 contains 156699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048864.000000 Penalty: 73299.523438
Iteration 271Q: 23 clusters Score -8.004886e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 18340 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46900 members 
Mstep: Class 7 contains 6144 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26119 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11500 members 
Mstep: Class 19 contains 44456 members 
Mstep: Class 20 contains 81217 members 
Mstep: Class 22 contains 213655 members 
Mstep: Class 23 contains 156697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048904.000000 Penalty: 73299.523438
Iteration 272Q: 23 clusters Score -8.00489e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 18339 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46899 members 
Mstep: Class 7 contains 6144 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26120 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11500 members 
Mstep: Class 19 contains 44452 members 
Mstep: Class 20 contains 81218 members 
Mstep: Class 22 contains 213661 members 
Mstep: Class 23 contains 156695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048912.000000 Penalty: 73299.523438
Iteration 273Q: 23 clusters Score -8.004891e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 18341 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46898 members 
Mstep: Class 7 contains 6144 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 6387 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26119 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11500 members 
Mstep: Class 19 contains 44445 members 
Mstep: Class 20 contains 81220 members 
Mstep: Class 22 contains 213668 members 
Mstep: Class 23 contains 156696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048880.000000 Penalty: 73299.523438
Iteration 274Q: 23 clusters Score -8.004888e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 18344 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46897 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 6387 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26119 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11501 members 
Mstep: Class 19 contains 44441 members 
Mstep: Class 20 contains 81217 members 
Mstep: Class 22 contains 213672 members 
Mstep: Class 23 contains 156697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048952.000000 Penalty: 73299.523438
Iteration 275Q: 23 clusters Score -8.004895e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 18343 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46897 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 6386 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26118 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11501 members 
Mstep: Class 19 contains 44439 members 
Mstep: Class 20 contains 81216 members 
Mstep: Class 22 contains 213679 members 
Mstep: Class 23 contains 156696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048912.000000 Penalty: 73299.523438
Iteration 276Q: 23 clusters Score -8.004891e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 18342 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46896 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 6383 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26117 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11501 members 
Mstep: Class 19 contains 44436 members 
Mstep: Class 20 contains 81217 members 
Mstep: Class 22 contains 213692 members 
Mstep: Class 23 contains 156692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048928.000000 Penalty: 73299.523438
Iteration 277Q: 23 clusters Score -8.004893e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 18338 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46897 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 6384 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26116 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11501 members 
Mstep: Class 19 contains 44430 members 
Mstep: Class 20 contains 81214 members 
Mstep: Class 22 contains 213703 members 
Mstep: Class 23 contains 156694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048840.000000 Penalty: 73299.523438
Iteration 278Q: 23 clusters Score -8.004884e+07 nChanged 44
Entering ConstructFrom: 
Score: -80048840.000000 Penalty: 73299.523438
Entering ConstructFrom: 
Trying to split cluster 1 (31170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Entering Unmasked Estep 
Score: -3762694.250000 Penalty: 2566.108643
	Iteration 0F: 2 clusters Score -3762694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -3741355.250000 Penalty: 5132.217285
	Iteration 0F: 3 clusters Score -3741355 nChanged 14004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -3749104.500000 Penalty: 5132.217285
	Iteration 1F: 3 clusters Score -3749104 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -3749797.750000 Penalty: 5132.217285
	Iteration 2F: 3 clusters Score -3749798 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -3750625.750000 Penalty: 5132.217285
	Iteration 3F: 3 clusters Score -3750626 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -3751612.250000 Penalty: 5132.217285
	Iteration 4F: 3 clusters Score -3751612 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3752775.750000 Penalty: 5132.217285
	Iteration 5F: 3 clusters Score -3752776 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -3754107.000000 Penalty: 5132.217285
	Iteration 6F: 3 clusters Score -3754107 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -3755737.750000 Penalty: 5132.217285
	Iteration 7F: 3 clusters Score -3755738 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -3757498.000000 Penalty: 5132.217285
	Iteration 8F: 3 clusters Score -3757498 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -3758848.000000 Penalty: 5132.217285
	Iteration 9Q: 3 clusters Score -3758848 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -3759700.750000 Penalty: 5132.217285
	Iteration 10Q: 3 clusters Score -3759701 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3760069.000000 Penalty: 5132.217285
	Iteration 11Q: 3 clusters Score -3760069 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -3760223.000000 Penalty: 5132.217285
	Iteration 12Q: 3 clusters Score -3760223 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -3760305.500000 Penalty: 5132.217285
	Iteration 13Q: 3 clusters Score -3760306 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -3760381.000000 Penalty: 5132.217285
	Iteration 14Q: 3 clusters Score -3760381 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -3760431.500000 Penalty: 5132.217285
	Iteration 15Q: 3 clusters Score -3760432 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -3760463.250000 Penalty: 5132.217285
	Iteration 16Q: 3 clusters Score -3760463 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -3760494.500000 Penalty: 5132.217285
	Iteration 17Q: 3 clusters Score -3760494 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -3760511.750000 Penalty: 5132.217285
	Iteration 18Q: 3 clusters Score -3760512 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -3760524.750000 Penalty: 5132.217285
	Iteration 19Q: 3 clusters Score -3760525 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -3760542.500000 Penalty: 5132.217285
	Iteration 20F: 3 clusters Score -3760542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -3760555.750000 Penalty: 5132.217285
	Iteration 21Q: 3 clusters Score -3760556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -3760566.750000 Penalty: 5132.217285
	Iteration 22Q: 3 clusters Score -3760567 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -3760589.000000 Penalty: 5132.217285
	Iteration 23Q: 3 clusters Score -3760589 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -3760593.750000 Penalty: 5132.217285
	Iteration 24Q: 3 clusters Score -3760594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -3760615.500000 Penalty: 5132.217285
	Iteration 25Q: 3 clusters Score -3760616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -3760619.000000 Penalty: 5132.217285
	Iteration 26Q: 3 clusters Score -3760619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -3760621.250000 Penalty: 5132.217285
	Iteration 27Q: 3 clusters Score -3760621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -3760617.500000 Penalty: 5132.217285
	Iteration 28Q: 3 clusters Score -3760618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -3760625.750000 Penalty: 5132.217285
	Iteration 29Q: 3 clusters Score -3760626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -3760632.500000 Penalty: 5132.217285
	Iteration 30Q: 3 clusters Score -3760632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -3760637.500000 Penalty: 5132.217285
	Iteration 31Q: 3 clusters Score -3760638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -3760649.000000 Penalty: 5132.217285
	Iteration 32Q: 3 clusters Score -3760649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -3760655.500000 Penalty: 5132.217285
	Iteration 33Q: 3 clusters Score -3760656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -3760654.000000 Penalty: 5132.217285
	Iteration 34Q: 3 clusters Score -3760654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -3760663.250000 Penalty: 5132.217285
	Iteration 35Q: 3 clusters Score -3760663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -3760670.000000 Penalty: 5132.217285
	Iteration 36Q: 3 clusters Score -3760670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -3760674.250000 Penalty: 5132.217285
	Iteration 37Q: 3 clusters Score -3760674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -3760687.500000 Penalty: 5132.217285
	Iteration 38Q: 3 clusters Score -3760688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -3760684.250000 Penalty: 5132.217285
	Iteration 39Q: 3 clusters Score -3760684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -3760681.000000 Penalty: 5132.217285
	Iteration 40F: 3 clusters Score -3760681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -3760682.500000 Penalty: 5132.217285
	Iteration 41Q: 3 clusters Score -3760682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -3760678.250000 Penalty: 5132.217285
	Iteration 42Q: 3 clusters Score -3760678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -3760684.500000 Penalty: 5132.217285
	Iteration 43Q: 3 clusters Score -3760684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -3760685.250000 Penalty: 5132.217285
	Iteration 44Q: 3 clusters Score -3760685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -3760685.750000 Penalty: 5132.217285
	Iteration 45Q: 3 clusters Score -3760686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -3760689.500000 Penalty: 5132.217285
	Iteration 46Q: 3 clusters Score -3760690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -3760694.750000 Penalty: 5132.217285
	Iteration 47Q: 3 clusters Score -3760695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -3760697.750000 Penalty: 5132.217285
	Iteration 48Q: 3 clusters Score -3760698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -3760693.250000 Penalty: 5132.217285
	Iteration 49Q: 3 clusters Score -3760693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -3760698.500000 Penalty: 5132.217285
	Iteration 50Q: 3 clusters Score -3760698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -3760700.750000 Penalty: 5132.217285
	Iteration 51Q: 3 clusters Score -3760701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -3760698.500000 Penalty: 5132.217285
	Iteration 52Q: 3 clusters Score -3760698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -3760700.500000 Penalty: 5132.217285
	Iteration 53Q: 3 clusters Score -3760700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -3760691.500000 Penalty: 5132.217285
	Iteration 54Q: 3 clusters Score -3760692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -3760692.750000 Penalty: 5132.217285
	Iteration 55Q: 3 clusters Score -3760693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -3760694.750000 Penalty: 5132.217285
	Iteration 56Q: 3 clusters Score -3760695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -3760694.750000 Penalty: 5132.217285
	Iteration 57F: 3 clusters Score -3760695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Entering Unmasked Estep 
Score: -2221556.750000 Penalty: 2434.468018
	Iteration 0F: 2 clusters Score -2221557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2208594.000000 Penalty: 4868.936035
	Iteration 0F: 3 clusters Score -2208594 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2212903.250000 Penalty: 4868.936035
	Iteration 1F: 3 clusters Score -2212903 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2213258.000000 Penalty: 4868.936035
	Iteration 2F: 3 clusters Score -2213258 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2213546.500000 Penalty: 4868.936035
	Iteration 3Q: 3 clusters Score -2213546 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2213804.000000 Penalty: 4868.936035
	Iteration 4Q: 3 clusters Score -2213804 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2214055.750000 Penalty: 4868.936035
	Iteration 5Q: 3 clusters Score -2214056 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2214353.750000 Penalty: 4868.936035
	Iteration 6Q: 3 clusters Score -2214354 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2214733.250000 Penalty: 4868.936035
	Iteration 7Q: 3 clusters Score -2214733 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2215256.500000 Penalty: 4868.936035
	Iteration 8Q: 3 clusters Score -2215256 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -2215951.000000 Penalty: 4868.936035
	Iteration 9F: 3 clusters Score -2215951 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2216771.000000 Penalty: 4868.936035
	Iteration 10F: 3 clusters Score -2216771 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2217635.500000 Penalty: 4868.936035
	Iteration 11F: 3 clusters Score -2217636 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2218380.000000 Penalty: 4868.936035
	Iteration 12Q: 3 clusters Score -2218380 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2218864.000000 Penalty: 4868.936035
	Iteration 13Q: 3 clusters Score -2218864 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2219155.000000 Penalty: 4868.936035
	Iteration 14Q: 3 clusters Score -2219155 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2219336.250000 Penalty: 4868.936035
	Iteration 15Q: 3 clusters Score -2219336 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2219453.000000 Penalty: 4868.936035
	Iteration 16Q: 3 clusters Score -2219453 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2219525.250000 Penalty: 4868.936035
	Iteration 17Q: 3 clusters Score -2219525 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2219569.250000 Penalty: 4868.936035
	Iteration 18Q: 3 clusters Score -2219569 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2219592.250000 Penalty: 4868.936035
	Iteration 19Q: 3 clusters Score -2219592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2219609.250000 Penalty: 4868.936035
	Iteration 20F: 3 clusters Score -2219609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2219616.750000 Penalty: 4868.936035
	Iteration 21Q: 3 clusters Score -2219617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2219619.750000 Penalty: 4868.936035
	Iteration 22Q: 3 clusters Score -2219620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2219623.750000 Penalty: 4868.936035
	Iteration 23Q: 3 clusters Score -2219624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2219622.750000 Penalty: 4868.936035
	Iteration 24Q: 3 clusters Score -2219623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2219623.250000 Penalty: 4868.936035
	Iteration 25Q: 3 clusters Score -2219623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2219630.250000 Penalty: 4868.936035
	Iteration 26Q: 3 clusters Score -2219630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2219634.750000 Penalty: 4868.936035
	Iteration 27Q: 3 clusters Score -2219635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2219633.750000 Penalty: 4868.936035
	Iteration 28Q: 3 clusters Score -2219634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2219635.000000 Penalty: 4868.936035
	Iteration 29Q: 3 clusters Score -2219635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2219635.000000 Penalty: 4868.936035
	Iteration 30F: 3 clusters Score -2219635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Entering Unmasked Estep 
Score: -531422.000000 Penalty: 2081.461426
	Iteration 0F: 2 clusters Score -531422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -527273.625000 Penalty: 4162.922852
	Iteration 0F: 3 clusters Score -527273.6 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -528175.375000 Penalty: 4162.922852
	Iteration 1F: 3 clusters Score -528175.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -528342.937500 Penalty: 4162.922852
	Iteration 2F: 3 clusters Score -528342.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -528438.937500 Penalty: 4162.922852
	Iteration 3Q: 3 clusters Score -528438.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -528515.187500 Penalty: 4162.922852
	Iteration 4Q: 3 clusters Score -528515.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -528566.500000 Penalty: 4162.922852
	Iteration 5Q: 3 clusters Score -528566.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -528607.937500 Penalty: 4162.922852
	Iteration 6Q: 3 clusters Score -528607.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -528641.500000 Penalty: 4162.922852
	Iteration 7Q: 3 clusters Score -528641.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -528664.187500 Penalty: 4162.922852
	Iteration 8Q: 3 clusters Score -528664.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -528681.937500 Penalty: 4162.922852
	Iteration 9Q: 3 clusters Score -528681.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -528699.000000 Penalty: 4162.922852
	Iteration 10Q: 3 clusters Score -528699 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -528707.625000 Penalty: 4162.922852
	Iteration 11Q: 3 clusters Score -528707.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -528713.312500 Penalty: 4162.922852
	Iteration 12Q: 3 clusters Score -528713.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -528722.187500 Penalty: 4162.922852
	Iteration 13Q: 3 clusters Score -528722.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -528729.312500 Penalty: 4162.922852
	Iteration 14Q: 3 clusters Score -528729.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -528733.250000 Penalty: 4162.922852
	Iteration 15Q: 3 clusters Score -528733.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -528740.000000 Penalty: 4162.922852
	Iteration 16Q: 3 clusters Score -528740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -528742.437500 Penalty: 4162.922852
	Iteration 17Q: 3 clusters Score -528742.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -528744.437500 Penalty: 4162.922852
	Iteration 18Q: 3 clusters Score -528744.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -528745.312500 Penalty: 4162.922852
	Iteration 19Q: 3 clusters Score -528745.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -528746.375000 Penalty: 4162.922852
	Iteration 20F: 3 clusters Score -528746.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -528746.625000 Penalty: 4162.922852
	Iteration 21Q: 3 clusters Score -528746.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -528746.625000 Penalty: 4162.922852
	Iteration 22F: 3 clusters Score -528746.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Entering Unmasked Estep 
Score: -281651.343750 Penalty: 1925.123779
	Iteration 0F: 2 clusters Score -281651.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -278788.218750 Penalty: 3850.247559
	Iteration 0F: 3 clusters Score -278788.2 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -279303.156250 Penalty: 3850.247559
	Iteration 1F: 3 clusters Score -279303.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -279432.218750 Penalty: 3850.247559
	Iteration 2F: 3 clusters Score -279432.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -279502.562500 Penalty: 3850.247559
	Iteration 3Q: 3 clusters Score -279502.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -279548.687500 Penalty: 3850.247559
	Iteration 4Q: 3 clusters Score -279548.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -279582.875000 Penalty: 3850.247559
	Iteration 5Q: 3 clusters Score -279582.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -279605.718750 Penalty: 3850.247559
	Iteration 6Q: 3 clusters Score -279605.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -279618.593750 Penalty: 3850.247559
	Iteration 7Q: 3 clusters Score -279618.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -279624.000000 Penalty: 3850.247559
	Iteration 8Q: 3 clusters Score -279624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -279628.843750 Penalty: 3850.247559
	Iteration 9Q: 3 clusters Score -279628.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -279630.843750 Penalty: 3850.247559
	Iteration 10Q: 3 clusters Score -279630.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -279632.468750 Penalty: 3850.247559
	Iteration 11Q: 3 clusters Score -279632.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -279633.375000 Penalty: 3850.247559
	Iteration 12Q: 3 clusters Score -279633.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -279634.312500 Penalty: 3850.247559
	Iteration 13Q: 3 clusters Score -279634.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -279634.812500 Penalty: 3850.247559
	Iteration 14Q: 3 clusters Score -279634.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -279635.250000 Penalty: 3850.247559
	Iteration 15Q: 3 clusters Score -279635.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -279635.843750 Penalty: 3850.247559
	Iteration 16Q: 3 clusters Score -279635.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -279636.343750 Penalty: 3850.247559
	Iteration 17Q: 3 clusters Score -279636.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -279636.343750 Penalty: 3850.247559
	Iteration 18Q: 3 clusters Score -279636.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -279636.343750 Penalty: 3850.247559
	Iteration 19F: 3 clusters Score -279636.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Entering Unmasked Estep 
Score: -438523.312500 Penalty: 2046.153687
	Iteration 0F: 2 clusters Score -438523.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -434683.625000 Penalty: 4092.307373
	Iteration 0F: 3 clusters Score -434683.6 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -435591.187500 Penalty: 4092.307373
	Iteration 1F: 3 clusters Score -435591.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -435818.937500 Penalty: 4092.307373
	Iteration 2F: 3 clusters Score -435818.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -435976.500000 Penalty: 4092.307373
	Iteration 3F: 3 clusters Score -435976.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -436124.718750 Penalty: 4092.307373
	Iteration 4Q: 3 clusters Score -436124.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -436267.437500 Penalty: 4092.307373
	Iteration 5Q: 3 clusters Score -436267.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -436399.156250 Penalty: 4092.307373
	Iteration 6Q: 3 clusters Score -436399.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -436492.375000 Penalty: 4092.307373
	Iteration 7Q: 3 clusters Score -436492.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -436570.187500 Penalty: 4092.307373
	Iteration 8Q: 3 clusters Score -436570.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -436626.968750 Penalty: 4092.307373
	Iteration 9Q: 3 clusters Score -436627 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -436673.500000 Penalty: 4092.307373
	Iteration 10Q: 3 clusters Score -436673.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -436715.531250 Penalty: 4092.307373
	Iteration 11Q: 3 clusters Score -436715.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -436744.093750 Penalty: 4092.307373
	Iteration 12Q: 3 clusters Score -436744.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -436762.250000 Penalty: 4092.307373
	Iteration 13Q: 3 clusters Score -436762.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -436776.687500 Penalty: 4092.307373
	Iteration 14Q: 3 clusters Score -436776.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -436792.468750 Penalty: 4092.307373
	Iteration 15Q: 3 clusters Score -436792.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -436809.937500 Penalty: 4092.307373
	Iteration 16Q: 3 clusters Score -436809.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -436826.031250 Penalty: 4092.307373
	Iteration 17Q: 3 clusters Score -436826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -436837.218750 Penalty: 4092.307373
	Iteration 18Q: 3 clusters Score -436837.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -436848.093750 Penalty: 4092.307373
	Iteration 19Q: 3 clusters Score -436848.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -436858.281250 Penalty: 4092.307373
	Iteration 20F: 3 clusters Score -436858.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -436868.687500 Penalty: 4092.307373
	Iteration 21Q: 3 clusters Score -436868.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -436881.062500 Penalty: 4092.307373
	Iteration 22Q: 3 clusters Score -436881.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -436887.593750 Penalty: 4092.307373
	Iteration 23Q: 3 clusters Score -436887.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -436891.125000 Penalty: 4092.307373
	Iteration 24Q: 3 clusters Score -436891.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -436898.593750 Penalty: 4092.307373
	Iteration 25Q: 3 clusters Score -436898.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -436909.093750 Penalty: 4092.307373
	Iteration 26Q: 3 clusters Score -436909.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -436921.281250 Penalty: 4092.307373
	Iteration 27Q: 3 clusters Score -436921.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -436936.625000 Penalty: 4092.307373
	Iteration 28Q: 3 clusters Score -436936.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -436947.968750 Penalty: 4092.307373
	Iteration 29Q: 3 clusters Score -436948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -436960.093750 Penalty: 4092.307373
	Iteration 30Q: 3 clusters Score -436960.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -436969.312500 Penalty: 4092.307373
	Iteration 31Q: 3 clusters Score -436969.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -436977.218750 Penalty: 4092.307373
	Iteration 32Q: 3 clusters Score -436977.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -436987.968750 Penalty: 4092.307373
	Iteration 33Q: 3 clusters Score -436988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -436997.750000 Penalty: 4092.307373
	Iteration 34Q: 3 clusters Score -436997.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -437007.812500 Penalty: 4092.307373
	Iteration 35Q: 3 clusters Score -437007.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -437017.718750 Penalty: 4092.307373
	Iteration 36Q: 3 clusters Score -437017.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -437026.937500 Penalty: 4092.307373
	Iteration 37Q: 3 clusters Score -437026.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -437034.656250 Penalty: 4092.307373
	Iteration 38Q: 3 clusters Score -437034.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -437040.093750 Penalty: 4092.307373
	Iteration 39Q: 3 clusters Score -437040.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -437046.281250 Penalty: 4092.307373
	Iteration 40F: 3 clusters Score -437046.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -437049.062500 Penalty: 4092.307373
	Iteration 41Q: 3 clusters Score -437049.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -437054.437500 Penalty: 4092.307373
	Iteration 42Q: 3 clusters Score -437054.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -437058.093750 Penalty: 4092.307373
	Iteration 43Q: 3 clusters Score -437058.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -437060.187500 Penalty: 4092.307373
	Iteration 44Q: 3 clusters Score -437060.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -437062.343750 Penalty: 4092.307373
	Iteration 45Q: 3 clusters Score -437062.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -437063.468750 Penalty: 4092.307373
	Iteration 46Q: 3 clusters Score -437063.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -437064.218750 Penalty: 4092.307373
	Iteration 47Q: 3 clusters Score -437064.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -437067.468750 Penalty: 4092.307373
	Iteration 48Q: 3 clusters Score -437067.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -437068.562500 Penalty: 4092.307373
	Iteration 49Q: 3 clusters Score -437068.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -437070.187500 Penalty: 4092.307373
	Iteration 50Q: 3 clusters Score -437070.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -437070.312500 Penalty: 4092.307373
	Iteration 51Q: 3 clusters Score -437070.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -437070.718750 Penalty: 4092.307373
	Iteration 52Q: 3 clusters Score -437070.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -437070.718750 Penalty: 4092.307373
	Iteration 53F: 3 clusters Score -437070.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Entering Unmasked Estep 
Score: -5480495.000000 Penalty: 2667.415771
	Iteration 0F: 2 clusters Score -5480495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -5448937.000000 Penalty: 5334.831543
	Iteration 0F: 3 clusters Score -5448937 nChanged 21443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -5460845.000000 Penalty: 5334.831543
	Iteration 1F: 3 clusters Score -5460845 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -5461384.500000 Penalty: 5334.831543
	Iteration 2Q: 3 clusters Score -5461384 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -5461973.000000 Penalty: 5334.831543
	Iteration 3Q: 3 clusters Score -5461973 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -5462503.000000 Penalty: 5334.831543
	Iteration 4Q: 3 clusters Score -5462503 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -5463019.500000 Penalty: 5334.831543
	Iteration 5Q: 3 clusters Score -5463020 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -5463546.500000 Penalty: 5334.831543
	Iteration 6Q: 3 clusters Score -5463546 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -5464147.000000 Penalty: 5334.831543
	Iteration 7Q: 3 clusters Score -5464147 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -5464780.500000 Penalty: 5334.831543
	Iteration 8Q: 3 clusters Score -5464780 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -5465533.500000 Penalty: 5334.831543
	Iteration 9Q: 3 clusters Score -5465534 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -5466455.500000 Penalty: 5334.831543
	Iteration 10Q: 3 clusters Score -5466456 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -5467644.500000 Penalty: 5334.831543
	Iteration 11Q: 3 clusters Score -5467644 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -5469050.000000 Penalty: 5334.831543
	Iteration 12F: 3 clusters Score -5469050 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -5470806.000000 Penalty: 5334.831543
	Iteration 13F: 3 clusters Score -5470806 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -5472783.500000 Penalty: 5334.831543
	Iteration 14F: 3 clusters Score -5472784 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -5474724.500000 Penalty: 5334.831543
	Iteration 15Q: 3 clusters Score -5474724 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -5476317.500000 Penalty: 5334.831543
	Iteration 16Q: 3 clusters Score -5476318 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -5477395.000000 Penalty: 5334.831543
	Iteration 17Q: 3 clusters Score -5477395 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -5477913.000000 Penalty: 5334.831543
	Iteration 18Q: 3 clusters Score -5477913 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -5478148.500000 Penalty: 5334.831543
	Iteration 19Q: 3 clusters Score -5478148 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -5478278.500000 Penalty: 5334.831543
	Iteration 20F: 3 clusters Score -5478278 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -5478317.500000 Penalty: 5334.831543
	Iteration 21Q: 3 clusters Score -5478318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -5478361.500000 Penalty: 5334.831543
	Iteration 22Q: 3 clusters Score -5478362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -5478381.000000 Penalty: 5334.831543
	Iteration 23Q: 3 clusters Score -5478381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -5478389.000000 Penalty: 5334.831543
	Iteration 24Q: 3 clusters Score -5478389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -5478390.000000 Penalty: 5334.831543
	Iteration 25Q: 3 clusters Score -5478390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -5478396.000000 Penalty: 5334.831543
	Iteration 26Q: 3 clusters Score -5478396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 46571 members 
Entering Unmasked Estep 
Score: -5478400.000000 Penalty: 5334.831543
	Iteration 27Q: 3 clusters Score -5478400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -5478405.500000 Penalty: 5334.831543
	Iteration 28Q: 3 clusters Score -5478406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -5478411.000000 Penalty: 5334.831543
	Iteration 29Q: 3 clusters Score -5478411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -5478408.500000 Penalty: 5334.831543
	Iteration 30Q: 3 clusters Score -5478408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -5478416.000000 Penalty: 5334.831543
	Iteration 31Q: 3 clusters Score -5478416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -5478414.000000 Penalty: 5334.831543
	Iteration 32Q: 3 clusters Score -5478414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -5478414.000000 Penalty: 5334.831543
	Iteration 33F: 3 clusters Score -5478414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Entering Unmasked Estep 
Score: -693383.562500 Penalty: 2163.320801
	Iteration 0F: 2 clusters Score -693383.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -688063.375000 Penalty: 4326.641602
	Iteration 0F: 3 clusters Score -688063.4 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -689395.750000 Penalty: 4326.641602
	Iteration 1F: 3 clusters Score -689395.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -689754.187500 Penalty: 4326.641602
	Iteration 2F: 3 clusters Score -689754.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -690037.875000 Penalty: 4326.641602
	Iteration 3F: 3 clusters Score -690037.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -690233.687500 Penalty: 4326.641602
	Iteration 4F: 3 clusters Score -690233.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -690384.937500 Penalty: 4326.641602
	Iteration 5Q: 3 clusters Score -690384.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -690507.187500 Penalty: 4326.641602
	Iteration 6Q: 3 clusters Score -690507.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -690633.562500 Penalty: 4326.641602
	Iteration 7Q: 3 clusters Score -690633.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -690796.187500 Penalty: 4326.641602
	Iteration 8Q: 3 clusters Score -690796.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -691001.562500 Penalty: 4326.641602
	Iteration 9Q: 3 clusters Score -691001.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -691272.875000 Penalty: 4326.641602
	Iteration 10Q: 3 clusters Score -691272.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -691582.000000 Penalty: 4326.641602
	Iteration 11Q: 3 clusters Score -691582 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -691852.562500 Penalty: 4326.641602
	Iteration 12Q: 3 clusters Score -691852.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -692143.125000 Penalty: 4326.641602
	Iteration 13Q: 3 clusters Score -692143.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -692408.250000 Penalty: 4326.641602
	Iteration 14Q: 3 clusters Score -692408.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -692604.125000 Penalty: 4326.641602
	Iteration 15Q: 3 clusters Score -692604.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -692740.125000 Penalty: 4326.641602
	Iteration 16Q: 3 clusters Score -692740.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -692838.375000 Penalty: 4326.641602
	Iteration 17Q: 3 clusters Score -692838.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -692897.687500 Penalty: 4326.641602
	Iteration 18Q: 3 clusters Score -692897.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -692940.812500 Penalty: 4326.641602
	Iteration 19Q: 3 clusters Score -692940.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -692979.937500 Penalty: 4326.641602
	Iteration 20F: 3 clusters Score -692979.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -693007.375000 Penalty: 4326.641602
	Iteration 21Q: 3 clusters Score -693007.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -693023.500000 Penalty: 4326.641602
	Iteration 22Q: 3 clusters Score -693023.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -693035.937500 Penalty: 4326.641602
	Iteration 23Q: 3 clusters Score -693035.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -693046.500000 Penalty: 4326.641602
	Iteration 24Q: 3 clusters Score -693046.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -693055.000000 Penalty: 4326.641602
	Iteration 25Q: 3 clusters Score -693055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -693063.000000 Penalty: 4326.641602
	Iteration 26Q: 3 clusters Score -693063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -693071.687500 Penalty: 4326.641602
	Iteration 27Q: 3 clusters Score -693071.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -693078.750000 Penalty: 4326.641602
	Iteration 28Q: 3 clusters Score -693078.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -693083.625000 Penalty: 4326.641602
	Iteration 29Q: 3 clusters Score -693083.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -693085.687500 Penalty: 4326.641602
	Iteration 30Q: 3 clusters Score -693085.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -693090.562500 Penalty: 4326.641602
	Iteration 31Q: 3 clusters Score -693090.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -693091.937500 Penalty: 4326.641602
	Iteration 32Q: 3 clusters Score -693091.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -693090.937500 Penalty: 4326.641602
	Iteration 33Q: 3 clusters Score -693090.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -693092.812500 Penalty: 4326.641602
	Iteration 34Q: 3 clusters Score -693092.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -693093.687500 Penalty: 4326.641602
	Iteration 35Q: 3 clusters Score -693093.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -693097.187500 Penalty: 4326.641602
	Iteration 36Q: 3 clusters Score -693097.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -693100.937500 Penalty: 4326.641602
	Iteration 37Q: 3 clusters Score -693100.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -693103.875000 Penalty: 4326.641602
	Iteration 38Q: 3 clusters Score -693103.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -693111.375000 Penalty: 4326.641602
	Iteration 39Q: 3 clusters Score -693111.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -693116.687500 Penalty: 4326.641602
	Iteration 40F: 3 clusters Score -693116.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -693127.187500 Penalty: 4326.641602
	Iteration 41Q: 3 clusters Score -693127.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -693135.750000 Penalty: 4326.641602
	Iteration 42Q: 3 clusters Score -693135.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -693141.687500 Penalty: 4326.641602
	Iteration 43Q: 3 clusters Score -693141.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -693151.500000 Penalty: 4326.641602
	Iteration 44Q: 3 clusters Score -693151.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -693163.875000 Penalty: 4326.641602
	Iteration 45Q: 3 clusters Score -693163.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -693180.375000 Penalty: 4326.641602
	Iteration 46Q: 3 clusters Score -693180.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -693200.625000 Penalty: 4326.641602
	Iteration 47Q: 3 clusters Score -693200.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -693221.750000 Penalty: 4326.641602
	Iteration 48Q: 3 clusters Score -693221.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -693232.312500 Penalty: 4326.641602
	Iteration 49Q: 3 clusters Score -693232.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -693237.062500 Penalty: 4326.641602
	Iteration 50Q: 3 clusters Score -693237.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -693241.062500 Penalty: 4326.641602
	Iteration 51Q: 3 clusters Score -693241.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -693242.062500 Penalty: 4326.641602
	Iteration 52Q: 3 clusters Score -693242.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -693242.187500 Penalty: 4326.641602
	Iteration 53Q: 3 clusters Score -693242.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -693242.187500 Penalty: 4326.641602
	Iteration 54F: 3 clusters Score -693242.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -134186.437500 Penalty: 1752.272095
	Iteration 0F: 2 clusters Score -134186.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -132106.453125 Penalty: 3504.544189
	Iteration 0F: 3 clusters Score -132106.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -132390.687500 Penalty: 3504.544189
	Iteration 1F: 3 clusters Score -132390.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -132477.421875 Penalty: 3504.544189
	Iteration 2F: 3 clusters Score -132477.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -132523.156250 Penalty: 3504.544189
	Iteration 3Q: 3 clusters Score -132523.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -132547.765625 Penalty: 3504.544189
	Iteration 4Q: 3 clusters Score -132547.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -132557.218750 Penalty: 3504.544189
	Iteration 5Q: 3 clusters Score -132557.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -132562.343750 Penalty: 3504.544189
	Iteration 6Q: 3 clusters Score -132562.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -132566.593750 Penalty: 3504.544189
	Iteration 7Q: 3 clusters Score -132566.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -132573.984375 Penalty: 3504.544189
	Iteration 8Q: 3 clusters Score -132574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -132579.343750 Penalty: 3504.544189
	Iteration 9Q: 3 clusters Score -132579.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -132584.656250 Penalty: 3504.544189
	Iteration 10Q: 3 clusters Score -132584.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -132587.140625 Penalty: 3504.544189
	Iteration 11Q: 3 clusters Score -132587.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -132588.296875 Penalty: 3504.544189
	Iteration 12Q: 3 clusters Score -132588.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -132588.843750 Penalty: 3504.544189
	Iteration 13Q: 3 clusters Score -132588.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -132590.546875 Penalty: 3504.544189
	Iteration 14Q: 3 clusters Score -132590.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -132591.109375 Penalty: 3504.544189
	Iteration 15Q: 3 clusters Score -132591.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -132592.734375 Penalty: 3504.544189
	Iteration 16Q: 3 clusters Score -132592.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -132592.734375 Penalty: 3504.544189
	Iteration 17F: 3 clusters Score -132592.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Entering Unmasked Estep 
Score: -205658.328125 Penalty: 1849.630127
	Iteration 0F: 2 clusters Score -205658.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -203353.046875 Penalty: 3699.260254
	Iteration 0F: 3 clusters Score -203353 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -204171.921875 Penalty: 3699.260254
	Iteration 1F: 3 clusters Score -204171.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -204539.796875 Penalty: 3699.260254
	Iteration 2F: 3 clusters Score -204539.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -204762.765625 Penalty: 3699.260254
	Iteration 3F: 3 clusters Score -204762.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -204913.046875 Penalty: 3699.260254
	Iteration 4F: 3 clusters Score -204913 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -205035.437500 Penalty: 3699.260254
	Iteration 5Q: 3 clusters Score -205035.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -205103.609375 Penalty: 3699.260254
	Iteration 6Q: 3 clusters Score -205103.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -205147.312500 Penalty: 3699.260254
	Iteration 7Q: 3 clusters Score -205147.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -205180.828125 Penalty: 3699.260254
	Iteration 8Q: 3 clusters Score -205180.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -205200.843750 Penalty: 3699.260254
	Iteration 9Q: 3 clusters Score -205200.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -205215.203125 Penalty: 3699.260254
	Iteration 10Q: 3 clusters Score -205215.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -205223.453125 Penalty: 3699.260254
	Iteration 11Q: 3 clusters Score -205223.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -205231.515625 Penalty: 3699.260254
	Iteration 12Q: 3 clusters Score -205231.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -205241.781250 Penalty: 3699.260254
	Iteration 13Q: 3 clusters Score -205241.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -205248.515625 Penalty: 3699.260254
	Iteration 14Q: 3 clusters Score -205248.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -205251.640625 Penalty: 3699.260254
	Iteration 15Q: 3 clusters Score -205251.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -205254.281250 Penalty: 3699.260254
	Iteration 16Q: 3 clusters Score -205254.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -205257.125000 Penalty: 3699.260254
	Iteration 17Q: 3 clusters Score -205257.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -205257.640625 Penalty: 3699.260254
	Iteration 18Q: 3 clusters Score -205257.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -205257.640625 Penalty: 3699.260254
	Iteration 19F: 3 clusters Score -205257.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -295888.531250 Penalty: 1943.419678
	Iteration 0F: 2 clusters Score -295888.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -292911.156250 Penalty: 3886.839355
	Iteration 0F: 3 clusters Score -292911.2 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -293484.937500 Penalty: 3886.839355
	Iteration 1F: 3 clusters Score -293484.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -293643.281250 Penalty: 3886.839355
	Iteration 2F: 3 clusters Score -293643.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -293748.343750 Penalty: 3886.839355
	Iteration 3Q: 3 clusters Score -293748.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -293832.250000 Penalty: 3886.839355
	Iteration 4Q: 3 clusters Score -293832.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -293884.281250 Penalty: 3886.839355
	Iteration 5Q: 3 clusters Score -293884.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -293922.625000 Penalty: 3886.839355
	Iteration 6Q: 3 clusters Score -293922.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -293954.500000 Penalty: 3886.839355
	Iteration 7Q: 3 clusters Score -293954.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -293981.093750 Penalty: 3886.839355
	Iteration 8Q: 3 clusters Score -293981.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -294016.187500 Penalty: 3886.839355
	Iteration 9Q: 3 clusters Score -294016.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -294048.343750 Penalty: 3886.839355
	Iteration 10Q: 3 clusters Score -294048.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -294081.000000 Penalty: 3886.839355
	Iteration 11Q: 3 clusters Score -294081 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -294127.312500 Penalty: 3886.839355
	Iteration 12Q: 3 clusters Score -294127.3 nChanged 59
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: -294179.562500 Penalty: 3886.839355
	Iteration 13Q: 3 clusters Score -294179.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -294224.906250 Penalty: 3886.839355
	Iteration 14Q: 3 clusters Score -294224.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -294262.812500 Penalty: 3886.839355
	Iteration 15Q: 3 clusters Score -294262.8 nChanged 49
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: -294299.812500 Penalty: 3886.839355
	Iteration 16Q: 3 clusters Score -294299.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -294326.812500 Penalty: 3886.839355
	Iteration 17Q: 3 clusters Score -294326.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -294361.656250 Penalty: 3886.839355
	Iteration 18Q: 3 clusters Score -294361.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -294401.843750 Penalty: 3886.839355
	Iteration 19Q: 3 clusters Score -294401.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -294431.718750 Penalty: 3886.839355
	Iteration 20F: 3 clusters Score -294431.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -294454.531250 Penalty: 3886.839355
	Iteration 21Q: 3 clusters Score -294454.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -294470.406250 Penalty: 3886.839355
	Iteration 22Q: 3 clusters Score -294470.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -294481.656250 Penalty: 3886.839355
	Iteration 23Q: 3 clusters Score -294481.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -294488.218750 Penalty: 3886.839355
	Iteration 24Q: 3 clusters Score -294488.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -294495.437500 Penalty: 3886.839355
	Iteration 25Q: 3 clusters Score -294495.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -294500.625000 Penalty: 3886.839355
	Iteration 26Q: 3 clusters Score -294500.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -294509.562500 Penalty: 3886.839355
	Iteration 27Q: 3 clusters Score -294509.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -294516.062500 Penalty: 3886.839355
	Iteration 28Q: 3 clusters Score -294516.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -294521.906250 Penalty: 3886.839355
	Iteration 29Q: 3 clusters Score -294521.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -294527.500000 Penalty: 3886.839355
	Iteration 30Q: 3 clusters Score -294527.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -294536.593750 Penalty: 3886.839355
	Iteration 31Q: 3 clusters Score -294536.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -294542.031250 Penalty: 3886.839355
	Iteration 32Q: 3 clusters Score -294542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -294547.281250 Penalty: 3886.839355
	Iteration 33Q: 3 clusters Score -294547.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -294553.250000 Penalty: 3886.839355
	Iteration 34Q: 3 clusters Score -294553.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -294560.156250 Penalty: 3886.839355
	Iteration 35Q: 3 clusters Score -294560.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -294568.500000 Penalty: 3886.839355
	Iteration 36Q: 3 clusters Score -294568.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -294577.156250 Penalty: 3886.839355
	Iteration 37Q: 3 clusters Score -294577.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -294584.656250 Penalty: 3886.839355
	Iteration 38Q: 3 clusters Score -294584.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -294591.937500 Penalty: 3886.839355
	Iteration 39Q: 3 clusters Score -294591.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -294594.375000 Penalty: 3886.839355
	Iteration 40F: 3 clusters Score -294594.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -294597.281250 Penalty: 3886.839355
	Iteration 41Q: 3 clusters Score -294597.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -294598.625000 Penalty: 3886.839355
	Iteration 42Q: 3 clusters Score -294598.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -294602.375000 Penalty: 3886.839355
	Iteration 43Q: 3 clusters Score -294602.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -294606.468750 Penalty: 3886.839355
	Iteration 44Q: 3 clusters Score -294606.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -294609.875000 Penalty: 3886.839355
	Iteration 45Q: 3 clusters Score -294609.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -294612.718750 Penalty: 3886.839355
	Iteration 46Q: 3 clusters Score -294612.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -294613.687500 Penalty: 3886.839355
	Iteration 47Q: 3 clusters Score -294613.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -294615.250000 Penalty: 3886.839355
	Iteration 48Q: 3 clusters Score -294615.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -294617.906250 Penalty: 3886.839355
	Iteration 49Q: 3 clusters Score -294617.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -294619.218750 Penalty: 3886.839355
	Iteration 50Q: 3 clusters Score -294619.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -294620.562500 Penalty: 3886.839355
	Iteration 51Q: 3 clusters Score -294620.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -294621.343750 Penalty: 3886.839355
	Iteration 52Q: 3 clusters Score -294621.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -294622.031250 Penalty: 3886.839355
	Iteration 53Q: 3 clusters Score -294622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -294622.031250 Penalty: 3886.839355
	Iteration 54F: 3 clusters Score -294622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Entering Unmasked Estep 
Score: -706084.812500 Penalty: 2151.200928
	Iteration 0F: 2 clusters Score -706084.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -700996.125000 Penalty: 4302.401855
	Iteration 0F: 3 clusters Score -700996.1 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -702339.375000 Penalty: 4302.401855
	Iteration 1F: 3 clusters Score -702339.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -702577.500000 Penalty: 4302.401855
	Iteration 2F: 3 clusters Score -702577.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -702714.250000 Penalty: 4302.401855
	Iteration 3Q: 3 clusters Score -702714.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -702807.500000 Penalty: 4302.401855
	Iteration 4Q: 3 clusters Score -702807.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -702869.625000 Penalty: 4302.401855
	Iteration 5Q: 3 clusters Score -702869.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -702925.437500 Penalty: 4302.401855
	Iteration 6Q: 3 clusters Score -702925.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -702965.937500 Penalty: 4302.401855
	Iteration 7Q: 3 clusters Score -702965.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -703003.375000 Penalty: 4302.401855
	Iteration 8Q: 3 clusters Score -703003.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -703047.750000 Penalty: 4302.401855
	Iteration 9Q: 3 clusters Score -703047.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -703106.062500 Penalty: 4302.401855
	Iteration 10Q: 3 clusters Score -703106.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -703195.375000 Penalty: 4302.401855
	Iteration 11Q: 3 clusters Score -703195.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -703315.437500 Penalty: 4302.401855
	Iteration 12Q: 3 clusters Score -703315.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -703523.625000 Penalty: 4302.401855
	Iteration 13Q: 3 clusters Score -703523.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -703839.250000 Penalty: 4302.401855
	Iteration 14Q: 3 clusters Score -703839.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -704128.250000 Penalty: 4302.401855
	Iteration 15F: 3 clusters Score -704128.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -704358.125000 Penalty: 4302.401855
	Iteration 16Q: 3 clusters Score -704358.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -704528.125000 Penalty: 4302.401855
	Iteration 17Q: 3 clusters Score -704528.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -704643.125000 Penalty: 4302.401855
	Iteration 18Q: 3 clusters Score -704643.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -704729.000000 Penalty: 4302.401855
	Iteration 19Q: 3 clusters Score -704729 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -704790.875000 Penalty: 4302.401855
	Iteration 20F: 3 clusters Score -704790.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -704831.500000 Penalty: 4302.401855
	Iteration 21Q: 3 clusters Score -704831.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -704860.125000 Penalty: 4302.401855
	Iteration 22Q: 3 clusters Score -704860.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -704883.375000 Penalty: 4302.401855
	Iteration 23Q: 3 clusters Score -704883.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -704902.437500 Penalty: 4302.401855
	Iteration 24Q: 3 clusters Score -704902.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -704919.500000 Penalty: 4302.401855
	Iteration 25Q: 3 clusters Score -704919.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -704933.875000 Penalty: 4302.401855
	Iteration 26Q: 3 clusters Score -704933.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -704952.625000 Penalty: 4302.401855
	Iteration 27Q: 3 clusters Score -704952.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -704970.625000 Penalty: 4302.401855
	Iteration 28Q: 3 clusters Score -704970.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -704985.000000 Penalty: 4302.401855
	Iteration 29Q: 3 clusters Score -704985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -704996.875000 Penalty: 4302.401855
	Iteration 30Q: 3 clusters Score -704996.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -705001.125000 Penalty: 4302.401855
	Iteration 31Q: 3 clusters Score -705001.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -705004.500000 Penalty: 4302.401855
	Iteration 32Q: 3 clusters Score -705004.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -705008.000000 Penalty: 4302.401855
	Iteration 33Q: 3 clusters Score -705008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -705011.375000 Penalty: 4302.401855
	Iteration 34Q: 3 clusters Score -705011.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -705014.625000 Penalty: 4302.401855
	Iteration 35Q: 3 clusters Score -705014.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -705017.250000 Penalty: 4302.401855
	Iteration 36Q: 3 clusters Score -705017.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -705020.125000 Penalty: 4302.401855
	Iteration 37Q: 3 clusters Score -705020.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -705022.312500 Penalty: 4302.401855
	Iteration 38Q: 3 clusters Score -705022.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -705022.562500 Penalty: 4302.401855
	Iteration 39Q: 3 clusters Score -705022.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -705024.625000 Penalty: 4302.401855
	Iteration 40F: 3 clusters Score -705024.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -705026.562500 Penalty: 4302.401855
	Iteration 41Q: 3 clusters Score -705026.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -705027.812500 Penalty: 4302.401855
	Iteration 42Q: 3 clusters Score -705027.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -705029.750000 Penalty: 4302.401855
	Iteration 43Q: 3 clusters Score -705029.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -705030.000000 Penalty: 4302.401855
	Iteration 44Q: 3 clusters Score -705030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -705030.000000 Penalty: 4302.401855
	Iteration 45F: 3 clusters Score -705030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Entering Unmasked Estep 
Score: -766896.500000 Penalty: 2172.864502
	Iteration 0F: 2 clusters Score -766896.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -761473.812500 Penalty: 4345.729004
	Iteration 0F: 3 clusters Score -761473.8 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -762927.687500 Penalty: 4345.729004
	Iteration 1F: 3 clusters Score -762927.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -763253.375000 Penalty: 4345.729004
	Iteration 2F: 3 clusters Score -763253.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -763658.187500 Penalty: 4345.729004
	Iteration 3F: 3 clusters Score -763658.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -763979.125000 Penalty: 4345.729004
	Iteration 4F: 3 clusters Score -763979.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -764195.312500 Penalty: 4345.729004
	Iteration 5F: 3 clusters Score -764195.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -764381.187500 Penalty: 4345.729004
	Iteration 6Q: 3 clusters Score -764381.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -764542.500000 Penalty: 4345.729004
	Iteration 7Q: 3 clusters Score -764542.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -764709.000000 Penalty: 4345.729004
	Iteration 8Q: 3 clusters Score -764709 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -764910.625000 Penalty: 4345.729004
	Iteration 9Q: 3 clusters Score -764910.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -765152.312500 Penalty: 4345.729004
	Iteration 10Q: 3 clusters Score -765152.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -765341.562500 Penalty: 4345.729004
	Iteration 11Q: 3 clusters Score -765341.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -765484.812500 Penalty: 4345.729004
	Iteration 12Q: 3 clusters Score -765484.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -765636.250000 Penalty: 4345.729004
	Iteration 13Q: 3 clusters Score -765636.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -765783.125000 Penalty: 4345.729004
	Iteration 14Q: 3 clusters Score -765783.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -765890.625000 Penalty: 4345.729004
	Iteration 15Q: 3 clusters Score -765890.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -765956.437500 Penalty: 4345.729004
	Iteration 16Q: 3 clusters Score -765956.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -766005.375000 Penalty: 4345.729004
	Iteration 17Q: 3 clusters Score -766005.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -766057.187500 Penalty: 4345.729004
	Iteration 18Q: 3 clusters Score -766057.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -766093.062500 Penalty: 4345.729004
	Iteration 19Q: 3 clusters Score -766093.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -766118.625000 Penalty: 4345.729004
	Iteration 20F: 3 clusters Score -766118.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -766131.437500 Penalty: 4345.729004
	Iteration 21Q: 3 clusters Score -766131.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -766141.562500 Penalty: 4345.729004
	Iteration 22Q: 3 clusters Score -766141.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -766148.375000 Penalty: 4345.729004
	Iteration 23Q: 3 clusters Score -766148.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -766155.812500 Penalty: 4345.729004
	Iteration 24Q: 3 clusters Score -766155.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -766162.625000 Penalty: 4345.729004
	Iteration 25Q: 3 clusters Score -766162.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -766164.375000 Penalty: 4345.729004
	Iteration 26Q: 3 clusters Score -766164.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -766165.812500 Penalty: 4345.729004
	Iteration 27Q: 3 clusters Score -766165.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -766165.812500 Penalty: 4345.729004
	Iteration 28F: 3 clusters Score -766165.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Entering Unmasked Estep 
Score: -171809.812500 Penalty: 1810.182129
	Iteration 0F: 2 clusters Score -171809.8 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 733 members 
Entering Unmasked Estep 
Score: -169502.500000 Penalty: 3620.364258
	Iteration 0F: 3 clusters Score -169502.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -169894.515625 Penalty: 3620.364258
	Iteration 1F: 3 clusters Score -169894.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -170018.718750 Penalty: 3620.364258
	Iteration 2F: 3 clusters Score -170018.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -170069.921875 Penalty: 3620.364258
	Iteration 3Q: 3 clusters Score -170069.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -170099.609375 Penalty: 3620.364258
	Iteration 4Q: 3 clusters Score -170099.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -170122.125000 Penalty: 3620.364258
	Iteration 5Q: 3 clusters Score -170122.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -170130.109375 Penalty: 3620.364258
	Iteration 6Q: 3 clusters Score -170130.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -170142.046875 Penalty: 3620.364258
	Iteration 7Q: 3 clusters Score -170142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -170149.921875 Penalty: 3620.364258
	Iteration 8Q: 3 clusters Score -170149.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -170156.968750 Penalty: 3620.364258
	Iteration 9Q: 3 clusters Score -170157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -170161.140625 Penalty: 3620.364258
	Iteration 10Q: 3 clusters Score -170161.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -170162.515625 Penalty: 3620.364258
	Iteration 11Q: 3 clusters Score -170162.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -170163.203125 Penalty: 3620.364258
	Iteration 12Q: 3 clusters Score -170163.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -170163.687500 Penalty: 3620.364258
	Iteration 13Q: 3 clusters Score -170163.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -170163.687500 Penalty: 3620.364258
	Iteration 14F: 3 clusters Score -170163.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Entering Unmasked Estep 
Score: -1764727.750000 Penalty: 2379.000000
	Iteration 0F: 2 clusters Score -1764728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1754037.750000 Penalty: 4758.000000
	Iteration 0F: 3 clusters Score -1754038 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1757362.000000 Penalty: 4758.000000
	Iteration 1F: 3 clusters Score -1757362 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1757699.625000 Penalty: 4758.000000
	Iteration 2F: 3 clusters Score -1757700 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1757977.125000 Penalty: 4758.000000
	Iteration 3Q: 3 clusters Score -1757977 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1758205.000000 Penalty: 4758.000000
	Iteration 4Q: 3 clusters Score -1758205 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1758408.250000 Penalty: 4758.000000
	Iteration 5Q: 3 clusters Score -1758408 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1758633.500000 Penalty: 4758.000000
	Iteration 6Q: 3 clusters Score -1758634 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1758896.125000 Penalty: 4758.000000
	Iteration 7Q: 3 clusters Score -1758896 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1759233.750000 Penalty: 4758.000000
	Iteration 8Q: 3 clusters Score -1759234 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1759632.750000 Penalty: 4758.000000
	Iteration 9Q: 3 clusters Score -1759633 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1760111.375000 Penalty: 4758.000000
	Iteration 10Q: 3 clusters Score -1760111 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1760645.375000 Penalty: 4758.000000
	Iteration 11Q: 3 clusters Score -1760645 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1761159.750000 Penalty: 4758.000000
	Iteration 12Q: 3 clusters Score -1761160 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1761629.125000 Penalty: 4758.000000
	Iteration 13Q: 3 clusters Score -1761629 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1762004.875000 Penalty: 4758.000000
	Iteration 14Q: 3 clusters Score -1762005 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1762237.000000 Penalty: 4758.000000
	Iteration 15Q: 3 clusters Score -1762237 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1762386.250000 Penalty: 4758.000000
	Iteration 16Q: 3 clusters Score -1762386 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1762490.250000 Penalty: 4758.000000
	Iteration 17Q: 3 clusters Score -1762490 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1762562.125000 Penalty: 4758.000000
	Iteration 18Q: 3 clusters Score -1762562 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1762606.875000 Penalty: 4758.000000
	Iteration 19Q: 3 clusters Score -1762607 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1762645.000000 Penalty: 4758.000000
	Iteration 20F: 3 clusters Score -1762645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1762666.500000 Penalty: 4758.000000
	Iteration 21Q: 3 clusters Score -1762666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1762684.250000 Penalty: 4758.000000
	Iteration 22Q: 3 clusters Score -1762684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1762697.125000 Penalty: 4758.000000
	Iteration 23Q: 3 clusters Score -1762697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1762702.500000 Penalty: 4758.000000
	Iteration 24Q: 3 clusters Score -1762702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1762716.000000 Penalty: 4758.000000
	Iteration 25Q: 3 clusters Score -1762716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1762715.750000 Penalty: 4758.000000
	Iteration 26Q: 3 clusters Score -1762716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1762715.625000 Penalty: 4758.000000
	Iteration 27Q: 3 clusters Score -1762716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1762715.625000 Penalty: 4758.000000
	Iteration 28F: 3 clusters Score -1762716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -66460.562500 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -66460.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -64913.972656 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -64913.97 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -65324.394531 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -65324.39 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65527.144531 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -65527.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -65664.929688 Penalty: 3219.398926
	Iteration 3F: 3 clusters Score -65664.93 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -65896.023438 Penalty: 3219.398926
	Iteration 4F: 3 clusters Score -65896.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -66058.640625 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -66058.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -66262.437500 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -66262.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -66340.726562 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -66340.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -66372.679688 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -66372.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -66429.937500 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -66429.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -66475.562500 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -66475.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -66498.507812 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -66498.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -66514.617188 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -66514.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -66528.828125 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -66528.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -66528.828125 Penalty: 3219.398926
	Iteration 14F: 3 clusters Score -66528.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 18332 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46897 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 6384 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14658 members 
Mstep: Class 15 contains 482 members 
Mstep: Class 16 contains 26114 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11501 members 
Mstep: Class 19 contains 44425 members 
Mstep: Class 20 contains 81213 members 
Mstep: Class 21 contains 177 members 
Mstep: Class 22 contains 213704 members 
Mstep: Class 23 contains 156707 members 
Entering Unmasked Estep 
Score: -80047200.000000 Penalty: 76631.320312
Splitting cluster 15 changes total score from -80048840.000000 to -80047200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (26114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Entering Unmasked Estep 
Score: -3155578.250000 Penalty: 2522.216309
	Iteration 0F: 2 clusters Score -3155578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -3137476.500000 Penalty: 5044.432617
	Iteration 0F: 3 clusters Score -3137476 nChanged 11677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -3143946.250000 Penalty: 5044.432617
	Iteration 1F: 3 clusters Score -3143946 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -3144347.250000 Penalty: 5044.432617
	Iteration 2Q: 3 clusters Score -3144347 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -3144682.500000 Penalty: 5044.432617
	Iteration 3Q: 3 clusters Score -3144682 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -3144992.250000 Penalty: 5044.432617
	Iteration 4Q: 3 clusters Score -3144992 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -3145293.500000 Penalty: 5044.432617
	Iteration 5Q: 3 clusters Score -3145294 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -3145604.250000 Penalty: 5044.432617
	Iteration 6Q: 3 clusters Score -3145604 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -3145953.500000 Penalty: 5044.432617
	Iteration 7Q: 3 clusters Score -3145954 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -3146388.750000 Penalty: 5044.432617
	Iteration 8Q: 3 clusters Score -3146389 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -3146871.250000 Penalty: 5044.432617
	Iteration 9Q: 3 clusters Score -3146871 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -3147509.250000 Penalty: 5044.432617
	Iteration 10Q: 3 clusters Score -3147509 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -3148337.500000 Penalty: 5044.432617
	Iteration 11Q: 3 clusters Score -3148338 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -3149212.000000 Penalty: 5044.432617
	Iteration 12F: 3 clusters Score -3149212 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -3149951.750000 Penalty: 5044.432617
	Iteration 13Q: 3 clusters Score -3149952 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -3150449.750000 Penalty: 5044.432617
	Iteration 14Q: 3 clusters Score -3150450 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -3150725.500000 Penalty: 5044.432617
	Iteration 15Q: 3 clusters Score -3150726 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -3150887.250000 Penalty: 5044.432617
	Iteration 16Q: 3 clusters Score -3150887 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -3151009.250000 Penalty: 5044.432617
	Iteration 17Q: 3 clusters Score -3151009 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -3151103.750000 Penalty: 5044.432617
	Iteration 18Q: 3 clusters Score -3151104 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -3151175.750000 Penalty: 5044.432617
	Iteration 19Q: 3 clusters Score -3151176 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -3151267.250000 Penalty: 5044.432617
	Iteration 20F: 3 clusters Score -3151267 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -3151352.500000 Penalty: 5044.432617
	Iteration 21Q: 3 clusters Score -3151352 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -3151453.500000 Penalty: 5044.432617
	Iteration 22Q: 3 clusters Score -3151454 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -3151558.000000 Penalty: 5044.432617
	Iteration 23Q: 3 clusters Score -3151558 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -3151669.750000 Penalty: 5044.432617
	Iteration 24Q: 3 clusters Score -3151670 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -3151780.500000 Penalty: 5044.432617
	Iteration 25Q: 3 clusters Score -3151780 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -3151886.250000 Penalty: 5044.432617
	Iteration 26Q: 3 clusters Score -3151886 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -3152005.750000 Penalty: 5044.432617
	Iteration 27Q: 3 clusters Score -3152006 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -3152112.500000 Penalty: 5044.432617
	Iteration 28Q: 3 clusters Score -3152112 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -3152188.750000 Penalty: 5044.432617
	Iteration 29Q: 3 clusters Score -3152189 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -3152276.000000 Penalty: 5044.432617
	Iteration 30Q: 3 clusters Score -3152276 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -3152349.000000 Penalty: 5044.432617
	Iteration 31Q: 3 clusters Score -3152349 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -3152409.750000 Penalty: 5044.432617
	Iteration 32Q: 3 clusters Score -3152410 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -3152456.000000 Penalty: 5044.432617
	Iteration 33Q: 3 clusters Score -3152456 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -3152503.250000 Penalty: 5044.432617
	Iteration 34Q: 3 clusters Score -3152503 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3152541.500000 Penalty: 5044.432617
	Iteration 35Q: 3 clusters Score -3152542 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -3152596.250000 Penalty: 5044.432617
	Iteration 36Q: 3 clusters Score -3152596 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -3152639.000000 Penalty: 5044.432617
	Iteration 37Q: 3 clusters Score -3152639 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -3152688.750000 Penalty: 5044.432617
	Iteration 38Q: 3 clusters Score -3152689 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -3152723.750000 Penalty: 5044.432617
	Iteration 39Q: 3 clusters Score -3152724 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3152769.250000 Penalty: 5044.432617
	Iteration 40F: 3 clusters Score -3152769 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -3152812.500000 Penalty: 5044.432617
	Iteration 41Q: 3 clusters Score -3152812 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3152853.250000 Penalty: 5044.432617
	Iteration 42Q: 3 clusters Score -3152853 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -3152883.500000 Penalty: 5044.432617
	Iteration 43Q: 3 clusters Score -3152884 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -3152923.250000 Penalty: 5044.432617
	Iteration 44Q: 3 clusters Score -3152923 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -3152980.500000 Penalty: 5044.432617
	Iteration 45Q: 3 clusters Score -3152980 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3153043.750000 Penalty: 5044.432617
	Iteration 46Q: 3 clusters Score -3153044 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -3153101.750000 Penalty: 5044.432617
	Iteration 47Q: 3 clusters Score -3153102 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3153175.250000 Penalty: 5044.432617
	Iteration 48Q: 3 clusters Score -3153175 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3153225.750000 Penalty: 5044.432617
	Iteration 49Q: 3 clusters Score -3153226 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3153269.750000 Penalty: 5044.432617
	Iteration 50Q: 3 clusters Score -3153270 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3153313.000000 Penalty: 5044.432617
	Iteration 51Q: 3 clusters Score -3153313 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3153344.500000 Penalty: 5044.432617
	Iteration 52Q: 3 clusters Score -3153344 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3153366.500000 Penalty: 5044.432617
	Iteration 53Q: 3 clusters Score -3153366 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3153406.500000 Penalty: 5044.432617
	Iteration 54Q: 3 clusters Score -3153406 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3153442.500000 Penalty: 5044.432617
	Iteration 55Q: 3 clusters Score -3153442 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3153483.500000 Penalty: 5044.432617
	Iteration 56Q: 3 clusters Score -3153484 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3153512.000000 Penalty: 5044.432617
	Iteration 57Q: 3 clusters Score -3153512 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3153537.000000 Penalty: 5044.432617
	Iteration 58Q: 3 clusters Score -3153537 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3153555.250000 Penalty: 5044.432617
	Iteration 59Q: 3 clusters Score -3153555 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3153574.250000 Penalty: 5044.432617
	Iteration 60F: 3 clusters Score -3153574 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3153600.000000 Penalty: 5044.432617
	Iteration 61Q: 3 clusters Score -3153600 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3153628.250000 Penalty: 5044.432617
	Iteration 62Q: 3 clusters Score -3153628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3153652.750000 Penalty: 5044.432617
	Iteration 63Q: 3 clusters Score -3153653 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3153664.750000 Penalty: 5044.432617
	Iteration 64Q: 3 clusters Score -3153665 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3153674.250000 Penalty: 5044.432617
	Iteration 65Q: 3 clusters Score -3153674 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3153686.500000 Penalty: 5044.432617
	Iteration 66Q: 3 clusters Score -3153686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3153683.000000 Penalty: 5044.432617
	Iteration 67Q: 3 clusters Score -3153683 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3153702.250000 Penalty: 5044.432617
	Iteration 68Q: 3 clusters Score -3153702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3153717.750000 Penalty: 5044.432617
	Iteration 69Q: 3 clusters Score -3153718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3153724.500000 Penalty: 5044.432617
	Iteration 70Q: 3 clusters Score -3153724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3153730.250000 Penalty: 5044.432617
	Iteration 71Q: 3 clusters Score -3153730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3153731.750000 Penalty: 5044.432617
	Iteration 72Q: 3 clusters Score -3153732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3153733.500000 Penalty: 5044.432617
	Iteration 73Q: 3 clusters Score -3153734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3153738.750000 Penalty: 5044.432617
	Iteration 74Q: 3 clusters Score -3153739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3153740.750000 Penalty: 5044.432617
	Iteration 75Q: 3 clusters Score -3153741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3153749.750000 Penalty: 5044.432617
	Iteration 76Q: 3 clusters Score -3153750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3153754.500000 Penalty: 5044.432617
	Iteration 77Q: 3 clusters Score -3153754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3153754.750000 Penalty: 5044.432617
	Iteration 78Q: 3 clusters Score -3153755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3153753.250000 Penalty: 5044.432617
	Iteration 79Q: 3 clusters Score -3153753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3153753.250000 Penalty: 5044.432617
	Iteration 80F: 3 clusters Score -3153753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3153754.000000 Penalty: 5044.432617
	Iteration 81Q: 3 clusters Score -3153754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3153752.000000 Penalty: 5044.432617
	Iteration 82Q: 3 clusters Score -3153752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3153755.250000 Penalty: 5044.432617
	Iteration 83Q: 3 clusters Score -3153755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3153761.250000 Penalty: 5044.432617
	Iteration 84Q: 3 clusters Score -3153761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3153760.750000 Penalty: 5044.432617
	Iteration 85Q: 3 clusters Score -3153761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3153764.750000 Penalty: 5044.432617
	Iteration 86Q: 3 clusters Score -3153765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3153763.000000 Penalty: 5044.432617
	Iteration 87Q: 3 clusters Score -3153763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3153764.500000 Penalty: 5044.432617
	Iteration 88Q: 3 clusters Score -3153764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3153767.500000 Penalty: 5044.432617
	Iteration 89Q: 3 clusters Score -3153768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3153766.000000 Penalty: 5044.432617
	Iteration 90Q: 3 clusters Score -3153766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3153767.750000 Penalty: 5044.432617
	Iteration 91Q: 3 clusters Score -3153768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3153767.750000 Penalty: 5044.432617
	Iteration 92Q: 3 clusters Score -3153768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3153771.750000 Penalty: 5044.432617
	Iteration 93Q: 3 clusters Score -3153772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3153771.750000 Penalty: 5044.432617
	Iteration 94F: 3 clusters Score -3153772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Entering Unmasked Estep 
Score: -209929.406250 Penalty: 1880.771606
	Iteration 0F: 2 clusters Score -209929.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -207329.265625 Penalty: 3761.543213
	Iteration 0F: 3 clusters Score -207329.3 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -207902.078125 Penalty: 3761.543213
	Iteration 1F: 3 clusters Score -207902.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -208165.968750 Penalty: 3761.543213
	Iteration 2F: 3 clusters Score -208166 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -208392.812500 Penalty: 3761.543213
	Iteration 3F: 3 clusters Score -208392.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -208609.578125 Penalty: 3761.543213
	Iteration 4F: 3 clusters Score -208609.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -208883.921875 Penalty: 3761.543213
	Iteration 5F: 3 clusters Score -208883.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -209207.906250 Penalty: 3761.543213
	Iteration 6F: 3 clusters Score -209207.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -209457.890625 Penalty: 3761.543213
	Iteration 7F: 3 clusters Score -209457.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -209666.562500 Penalty: 3761.543213
	Iteration 8Q: 3 clusters Score -209666.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -209861.968750 Penalty: 3761.543213
	Iteration 9Q: 3 clusters Score -209862 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -210007.062500 Penalty: 3761.543213
	Iteration 10Q: 3 clusters Score -210007.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -210106.890625 Penalty: 3761.543213
	Iteration 11Q: 3 clusters Score -210106.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -210165.875000 Penalty: 3761.543213
	Iteration 12Q: 3 clusters Score -210165.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -210226.109375 Penalty: 3761.543213
	Iteration 13Q: 3 clusters Score -210226.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -210365.921875 Penalty: 3761.543213
	Iteration 14Q: 3 clusters Score -210365.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -210493.890625 Penalty: 3761.543213
	Iteration 15Q: 3 clusters Score -210493.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -210520.671875 Penalty: 3761.543213
	Iteration 16Q: 3 clusters Score -210520.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -210529.562500 Penalty: 3761.543213
	Iteration 17Q: 3 clusters Score -210529.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -210534.750000 Penalty: 3761.543213
	Iteration 18Q: 3 clusters Score -210534.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -210538.765625 Penalty: 3761.543213
	Iteration 19Q: 3 clusters Score -210538.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -210540.859375 Penalty: 3761.543213
	Iteration 20F: 3 clusters Score -210540.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -210541.500000 Penalty: 3761.543213
	Iteration 21Q: 3 clusters Score -210541.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -210541.500000 Penalty: 3761.543213
	Iteration 22F: 3 clusters Score -210541.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 18332 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46897 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 6384 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14658 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26114 members 
Mstep: Class 17 contains 711 members 
Mstep: Class 18 contains 11501 members 
Mstep: Class 19 contains 44425 members 
Mstep: Class 20 contains 81213 members 
Mstep: Class 21 contains 1255 members 
Mstep: Class 22 contains 213704 members 
Mstep: Class 23 contains 156707 members 
Entering Unmasked Estep 
Score: -80047896.000000 Penalty: 76631.320312
Splitting cluster 17 changes total score from -80048840.000000 to -80047896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (11501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Entering Unmasked Estep 
Score: -1380835.875000 Penalty: 2318.846924
	Iteration 0F: 2 clusters Score -1380836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1372171.625000 Penalty: 4637.693848
	Iteration 0F: 3 clusters Score -1372172 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1374728.875000 Penalty: 4637.693848
	Iteration 1F: 3 clusters Score -1374729 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1375050.000000 Penalty: 4637.693848
	Iteration 2F: 3 clusters Score -1375050 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1375265.625000 Penalty: 4637.693848
	Iteration 3Q: 3 clusters Score -1375266 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1375457.125000 Penalty: 4637.693848
	Iteration 4Q: 3 clusters Score -1375457 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1375651.125000 Penalty: 4637.693848
	Iteration 5Q: 3 clusters Score -1375651 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1375863.375000 Penalty: 4637.693848
	Iteration 6Q: 3 clusters Score -1375863 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1376132.875000 Penalty: 4637.693848
	Iteration 7Q: 3 clusters Score -1376133 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1376443.000000 Penalty: 4637.693848
	Iteration 8Q: 3 clusters Score -1376443 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1376794.750000 Penalty: 4637.693848
	Iteration 9Q: 3 clusters Score -1376795 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1377214.250000 Penalty: 4637.693848
	Iteration 10F: 3 clusters Score -1377214 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1377624.875000 Penalty: 4637.693848
	Iteration 11F: 3 clusters Score -1377625 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1377936.875000 Penalty: 4637.693848
	Iteration 12Q: 3 clusters Score -1377937 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1378257.625000 Penalty: 4637.693848
	Iteration 13Q: 3 clusters Score -1378258 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1378533.500000 Penalty: 4637.693848
	Iteration 14Q: 3 clusters Score -1378534 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1378748.000000 Penalty: 4637.693848
	Iteration 15Q: 3 clusters Score -1378748 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1378895.000000 Penalty: 4637.693848
	Iteration 16Q: 3 clusters Score -1378895 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1378983.875000 Penalty: 4637.693848
	Iteration 17Q: 3 clusters Score -1378984 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1379028.875000 Penalty: 4637.693848
	Iteration 18Q: 3 clusters Score -1379029 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1379062.875000 Penalty: 4637.693848
	Iteration 19Q: 3 clusters Score -1379063 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1379087.875000 Penalty: 4637.693848
	Iteration 20F: 3 clusters Score -1379088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1379101.500000 Penalty: 4637.693848
	Iteration 21Q: 3 clusters Score -1379102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1379112.625000 Penalty: 4637.693848
	Iteration 22Q: 3 clusters Score -1379113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1379120.750000 Penalty: 4637.693848
	Iteration 23Q: 3 clusters Score -1379121 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1379132.000000 Penalty: 4637.693848
	Iteration 24Q: 3 clusters Score -1379132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1379142.250000 Penalty: 4637.693848
	Iteration 25Q: 3 clusters Score -1379142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1379147.625000 Penalty: 4637.693848
	Iteration 26Q: 3 clusters Score -1379148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1379158.875000 Penalty: 4637.693848
	Iteration 27Q: 3 clusters Score -1379159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1379165.000000 Penalty: 4637.693848
	Iteration 28Q: 3 clusters Score -1379165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1379164.625000 Penalty: 4637.693848
	Iteration 29Q: 3 clusters Score -1379165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1379171.125000 Penalty: 4637.693848
	Iteration 30Q: 3 clusters Score -1379171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1379179.500000 Penalty: 4637.693848
	Iteration 31Q: 3 clusters Score -1379180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1379186.500000 Penalty: 4637.693848
	Iteration 32Q: 3 clusters Score -1379186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1379184.875000 Penalty: 4637.693848
	Iteration 33Q: 3 clusters Score -1379185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1379192.375000 Penalty: 4637.693848
	Iteration 34Q: 3 clusters Score -1379192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1379192.250000 Penalty: 4637.693848
	Iteration 35Q: 3 clusters Score -1379192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1379192.000000 Penalty: 4637.693848
	Iteration 36Q: 3 clusters Score -1379192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1379193.375000 Penalty: 4637.693848
	Iteration 37Q: 3 clusters Score -1379193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1379196.000000 Penalty: 4637.693848
	Iteration 38Q: 3 clusters Score -1379196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1379196.875000 Penalty: 4637.693848
	Iteration 39Q: 3 clusters Score -1379197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1379200.125000 Penalty: 4637.693848
	Iteration 40F: 3 clusters Score -1379200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1379201.625000 Penalty: 4637.693848
	Iteration 41Q: 3 clusters Score -1379202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1379201.875000 Penalty: 4637.693848
	Iteration 42Q: 3 clusters Score -1379202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1379205.375000 Penalty: 4637.693848
	Iteration 43Q: 3 clusters Score -1379205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1379207.000000 Penalty: 4637.693848
	Iteration 44Q: 3 clusters Score -1379207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1379211.500000 Penalty: 4637.693848
	Iteration 45Q: 3 clusters Score -1379212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1379215.875000 Penalty: 4637.693848
	Iteration 46Q: 3 clusters Score -1379216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1379216.750000 Penalty: 4637.693848
	Iteration 47Q: 3 clusters Score -1379217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1379218.500000 Penalty: 4637.693848
	Iteration 48Q: 3 clusters Score -1379218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1379222.000000 Penalty: 4637.693848
	Iteration 49Q: 3 clusters Score -1379222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1379222.000000 Penalty: 4637.693848
	Iteration 50F: 3 clusters Score -1379222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Entering Unmasked Estep 
Score: -5332240.000000 Penalty: 2653.986084
	Iteration 0F: 2 clusters Score -5332240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -5302354.000000 Penalty: 5307.972168
	Iteration 0F: 3 clusters Score -5302354 nChanged 20408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -5313823.000000 Penalty: 5307.972168
	Iteration 1F: 3 clusters Score -5313823 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -5314649.500000 Penalty: 5307.972168
	Iteration 2Q: 3 clusters Score -5314650 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -5315593.500000 Penalty: 5307.972168
	Iteration 3Q: 3 clusters Score -5315594 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -5316982.500000 Penalty: 5307.972168
	Iteration 4F: 3 clusters Score -5316982 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -5318912.000000 Penalty: 5307.972168
	Iteration 5F: 3 clusters Score -5318912 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -5321567.000000 Penalty: 5307.972168
	Iteration 6F: 3 clusters Score -5321567 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -5324431.500000 Penalty: 5307.972168
	Iteration 7F: 3 clusters Score -5324432 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -5326098.000000 Penalty: 5307.972168
	Iteration 8F: 3 clusters Score -5326098 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -5326612.000000 Penalty: 5307.972168
	Iteration 9Q: 3 clusters Score -5326612 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -5326887.500000 Penalty: 5307.972168
	Iteration 10Q: 3 clusters Score -5326888 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -5327090.000000 Penalty: 5307.972168
	Iteration 11Q: 3 clusters Score -5327090 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -5327245.000000 Penalty: 5307.972168
	Iteration 12Q: 3 clusters Score -5327245 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -5327423.500000 Penalty: 5307.972168
	Iteration 13Q: 3 clusters Score -5327424 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -5327552.000000 Penalty: 5307.972168
	Iteration 14Q: 3 clusters Score -5327552 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -5327726.500000 Penalty: 5307.972168
	Iteration 15Q: 3 clusters Score -5327726 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -5327829.500000 Penalty: 5307.972168
	Iteration 16Q: 3 clusters Score -5327830 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -5327973.500000 Penalty: 5307.972168
	Iteration 17Q: 3 clusters Score -5327974 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -5328128.500000 Penalty: 5307.972168
	Iteration 18Q: 3 clusters Score -5328128 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -5328265.500000 Penalty: 5307.972168
	Iteration 19Q: 3 clusters Score -5328266 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -5328405.000000 Penalty: 5307.972168
	Iteration 20F: 3 clusters Score -5328405 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -5328543.000000 Penalty: 5307.972168
	Iteration 21Q: 3 clusters Score -5328543 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -5328656.500000 Penalty: 5307.972168
	Iteration 22Q: 3 clusters Score -5328656 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -5328780.500000 Penalty: 5307.972168
	Iteration 23Q: 3 clusters Score -5328780 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -5328852.000000 Penalty: 5307.972168
	Iteration 24Q: 3 clusters Score -5328852 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -5328972.500000 Penalty: 5307.972168
	Iteration 25Q: 3 clusters Score -5328972 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -5329069.500000 Penalty: 5307.972168
	Iteration 26Q: 3 clusters Score -5329070 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -5329135.500000 Penalty: 5307.972168
	Iteration 27Q: 3 clusters Score -5329136 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -5329199.000000 Penalty: 5307.972168
	Iteration 28Q: 3 clusters Score -5329199 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -5329248.500000 Penalty: 5307.972168
	Iteration 29Q: 3 clusters Score -5329248 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -5329318.500000 Penalty: 5307.972168
	Iteration 30Q: 3 clusters Score -5329318 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -5329357.500000 Penalty: 5307.972168
	Iteration 31Q: 3 clusters Score -5329358 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -5329426.500000 Penalty: 5307.972168
	Iteration 32Q: 3 clusters Score -5329426 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -5329475.500000 Penalty: 5307.972168
	Iteration 33Q: 3 clusters Score -5329476 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -5329511.000000 Penalty: 5307.972168
	Iteration 34Q: 3 clusters Score -5329511 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -5329544.500000 Penalty: 5307.972168
	Iteration 35Q: 3 clusters Score -5329544 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -5329583.000000 Penalty: 5307.972168
	Iteration 36Q: 3 clusters Score -5329583 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -5329637.000000 Penalty: 5307.972168
	Iteration 37Q: 3 clusters Score -5329637 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -5329671.000000 Penalty: 5307.972168
	Iteration 38Q: 3 clusters Score -5329671 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -5329706.500000 Penalty: 5307.972168
	Iteration 39Q: 3 clusters Score -5329706 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -5329739.500000 Penalty: 5307.972168
	Iteration 40F: 3 clusters Score -5329740 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -5329758.000000 Penalty: 5307.972168
	Iteration 41Q: 3 clusters Score -5329758 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -5329775.000000 Penalty: 5307.972168
	Iteration 42Q: 3 clusters Score -5329775 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -5329798.000000 Penalty: 5307.972168
	Iteration 43Q: 3 clusters Score -5329798 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -5329812.500000 Penalty: 5307.972168
	Iteration 44Q: 3 clusters Score -5329812 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -5329834.000000 Penalty: 5307.972168
	Iteration 45Q: 3 clusters Score -5329834 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5329861.000000 Penalty: 5307.972168
	Iteration 46Q: 3 clusters Score -5329861 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5329875.000000 Penalty: 5307.972168
	Iteration 47Q: 3 clusters Score -5329875 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -5329886.000000 Penalty: 5307.972168
	Iteration 48Q: 3 clusters Score -5329886 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -5329918.500000 Penalty: 5307.972168
	Iteration 49Q: 3 clusters Score -5329918 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -5329938.000000 Penalty: 5307.972168
	Iteration 50Q: 3 clusters Score -5329938 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5329959.000000 Penalty: 5307.972168
	Iteration 51Q: 3 clusters Score -5329959 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -5329978.500000 Penalty: 5307.972168
	Iteration 52Q: 3 clusters Score -5329978 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5329985.500000 Penalty: 5307.972168
	Iteration 53Q: 3 clusters Score -5329986 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5330000.500000 Penalty: 5307.972168
	Iteration 54Q: 3 clusters Score -5330000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5330015.500000 Penalty: 5307.972168
	Iteration 55Q: 3 clusters Score -5330016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5330022.500000 Penalty: 5307.972168
	Iteration 56Q: 3 clusters Score -5330022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5330031.000000 Penalty: 5307.972168
	Iteration 57Q: 3 clusters Score -5330031 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5330042.000000 Penalty: 5307.972168
	Iteration 58Q: 3 clusters Score -5330042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5330051.500000 Penalty: 5307.972168
	Iteration 59Q: 3 clusters Score -5330052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -5330072.500000 Penalty: 5307.972168
	Iteration 60F: 3 clusters Score -5330072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5330071.000000 Penalty: 5307.972168
	Iteration 61Q: 3 clusters Score -5330071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5330073.500000 Penalty: 5307.972168
	Iteration 62Q: 3 clusters Score -5330074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5330079.500000 Penalty: 5307.972168
	Iteration 63Q: 3 clusters Score -5330080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5330088.000000 Penalty: 5307.972168
	Iteration 64Q: 3 clusters Score -5330088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5330100.500000 Penalty: 5307.972168
	Iteration 65Q: 3 clusters Score -5330100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5330103.000000 Penalty: 5307.972168
	Iteration 66Q: 3 clusters Score -5330103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -5330103.500000 Penalty: 5307.972168
	Iteration 67Q: 3 clusters Score -5330104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5330099.500000 Penalty: 5307.972168
	Iteration 68Q: 3 clusters Score -5330100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5330104.500000 Penalty: 5307.972168
	Iteration 69Q: 3 clusters Score -5330104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5330111.500000 Penalty: 5307.972168
	Iteration 70Q: 3 clusters Score -5330112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5330117.500000 Penalty: 5307.972168
	Iteration 71Q: 3 clusters Score -5330118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5330116.500000 Penalty: 5307.972168
	Iteration 72Q: 3 clusters Score -5330116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5330113.500000 Penalty: 5307.972168
	Iteration 73Q: 3 clusters Score -5330114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5330118.000000 Penalty: 5307.972168
	Iteration 74Q: 3 clusters Score -5330118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5330123.000000 Penalty: 5307.972168
	Iteration 75Q: 3 clusters Score -5330123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5330124.000000 Penalty: 5307.972168
	Iteration 76Q: 3 clusters Score -5330124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5330120.500000 Penalty: 5307.972168
	Iteration 77Q: 3 clusters Score -5330120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5330121.000000 Penalty: 5307.972168
	Iteration 78Q: 3 clusters Score -5330121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5330121.000000 Penalty: 5307.972168
	Iteration 79Q: 3 clusters Score -5330121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5330112.000000 Penalty: 5307.972168
	Iteration 80F: 3 clusters Score -5330112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5330118.500000 Penalty: 5307.972168
	Iteration 81Q: 3 clusters Score -5330118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5330122.000000 Penalty: 5307.972168
	Iteration 82Q: 3 clusters Score -5330122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5330120.500000 Penalty: 5307.972168
	Iteration 83Q: 3 clusters Score -5330120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5330119.500000 Penalty: 5307.972168
	Iteration 84Q: 3 clusters Score -5330120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5330125.000000 Penalty: 5307.972168
	Iteration 85Q: 3 clusters Score -5330125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5330126.000000 Penalty: 5307.972168
	Iteration 86Q: 3 clusters Score -5330126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5330128.500000 Penalty: 5307.972168
	Iteration 87Q: 3 clusters Score -5330128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5330140.500000 Penalty: 5307.972168
	Iteration 88Q: 3 clusters Score -5330140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5330142.500000 Penalty: 5307.972168
	Iteration 89Q: 3 clusters Score -5330142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5330144.500000 Penalty: 5307.972168
	Iteration 90Q: 3 clusters Score -5330144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5330146.000000 Penalty: 5307.972168
	Iteration 91Q: 3 clusters Score -5330146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5330140.500000 Penalty: 5307.972168
	Iteration 92Q: 3 clusters Score -5330140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5330141.000000 Penalty: 5307.972168
	Iteration 93Q: 3 clusters Score -5330141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5330140.500000 Penalty: 5307.972168
	Iteration 94Q: 3 clusters Score -5330140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5330147.000000 Penalty: 5307.972168
	Iteration 95Q: 3 clusters Score -5330147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5330154.500000 Penalty: 5307.972168
	Iteration 96Q: 3 clusters Score -5330154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5330157.500000 Penalty: 5307.972168
	Iteration 97Q: 3 clusters Score -5330158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5330158.000000 Penalty: 5307.972168
	Iteration 98Q: 3 clusters Score -5330158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5330156.500000 Penalty: 5307.972168
	Iteration 99Q: 3 clusters Score -5330156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5330158.000000 Penalty: 5307.972168
	Iteration 100F: 3 clusters Score -5330158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5330162.500000 Penalty: 5307.972168
	Iteration 101Q: 3 clusters Score -5330162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5330167.000000 Penalty: 5307.972168
	Iteration 102Q: 3 clusters Score -5330167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5330167.000000 Penalty: 5307.972168
	Iteration 103F: 3 clusters Score -5330167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (81213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81213 members 
Entering Unmasked Estep 
Score: -9769065.000000 Penalty: 2803.597900
	Iteration 0F: 2 clusters Score -9769065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -9714872.000000 Penalty: 5607.195801
	Iteration 0F: 3 clusters Score -9714872 nChanged 38000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -9736239.000000 Penalty: 5607.195801
	Iteration 1F: 3 clusters Score -9736239 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -9736931.000000 Penalty: 5607.195801
	Iteration 2Q: 3 clusters Score -9736931 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -9737697.000000 Penalty: 5607.195801
	Iteration 3Q: 3 clusters Score -9737697 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -9738488.000000 Penalty: 5607.195801
	Iteration 4Q: 3 clusters Score -9738488 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -9739483.000000 Penalty: 5607.195801
	Iteration 5Q: 3 clusters Score -9739483 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -9740605.000000 Penalty: 5607.195801
	Iteration 6Q: 3 clusters Score -9740605 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -9742031.000000 Penalty: 5607.195801
	Iteration 7Q: 3 clusters Score -9742031 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -9744021.000000 Penalty: 5607.195801
	Iteration 8Q: 3 clusters Score -9744021 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 51025 members 
Entering Unmasked Estep 
Score: -9746606.000000 Penalty: 5607.195801
	Iteration 9F: 3 clusters Score -9746606 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 53561 members 
Entering Unmasked Estep 
Score: -9749835.000000 Penalty: 5607.195801
	Iteration 10F: 3 clusters Score -9749835 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 55706 members 
Entering Unmasked Estep 
Score: -9752841.000000 Penalty: 5607.195801
	Iteration 11F: 3 clusters Score -9752841 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -9754913.000000 Penalty: 5607.195801
	Iteration 12Q: 3 clusters Score -9754913 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 58679 members 
Entering Unmasked Estep 
Score: -9755951.000000 Penalty: 5607.195801
	Iteration 13Q: 3 clusters Score -9755951 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 59949 members 
Entering Unmasked Estep 
Score: -9756621.000000 Penalty: 5607.195801
	Iteration 14Q: 3 clusters Score -9756621 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 61245 members 
Entering Unmasked Estep 
Score: -9757108.000000 Penalty: 5607.195801
	Iteration 15Q: 3 clusters Score -9757108 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
Score: -9757543.000000 Penalty: 5607.195801
	Iteration 16Q: 3 clusters Score -9757543 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 63783 members 
Entering Unmasked Estep 
Score: -9758015.000000 Penalty: 5607.195801
	Iteration 17Q: 3 clusters Score -9758015 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 65079 members 
Entering Unmasked Estep 
Score: -9758477.000000 Penalty: 5607.195801
	Iteration 18Q: 3 clusters Score -9758477 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 66421 members 
Entering Unmasked Estep 
Score: -9759039.000000 Penalty: 5607.195801
	Iteration 19Q: 3 clusters Score -9759039 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
Score: -9759661.000000 Penalty: 5607.195801
	Iteration 20F: 3 clusters Score -9759661 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 69208 members 
Entering Unmasked Estep 
Score: -9760331.000000 Penalty: 5607.195801
	Iteration 21Q: 3 clusters Score -9760331 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 70671 members 
Entering Unmasked Estep 
Score: -9761031.000000 Penalty: 5607.195801
	Iteration 22Q: 3 clusters Score -9761031 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 72071 members 
Entering Unmasked Estep 
Score: -9761790.000000 Penalty: 5607.195801
	Iteration 23Q: 3 clusters Score -9761790 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 73418 members 
Entering Unmasked Estep 
Score: -9762543.000000 Penalty: 5607.195801
	Iteration 24Q: 3 clusters Score -9762543 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 74665 members 
Entering Unmasked Estep 
Score: -9763274.000000 Penalty: 5607.195801
	Iteration 25Q: 3 clusters Score -9763274 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 75784 members 
Entering Unmasked Estep 
Score: -9763968.000000 Penalty: 5607.195801
	Iteration 26Q: 3 clusters Score -9763968 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 76747 members 
Entering Unmasked Estep 
Score: -9764592.000000 Penalty: 5607.195801
	Iteration 27Q: 3 clusters Score -9764592 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 77568 members 
Entering Unmasked Estep 
Score: -9765084.000000 Penalty: 5607.195801
	Iteration 28Q: 3 clusters Score -9765084 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 78221 members 
Entering Unmasked Estep 
Score: -9765436.000000 Penalty: 5607.195801
	Iteration 29Q: 3 clusters Score -9765436 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 78696 members 
Entering Unmasked Estep 
Score: -9765729.000000 Penalty: 5607.195801
	Iteration 30Q: 3 clusters Score -9765729 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 79065 members 
Entering Unmasked Estep 
Score: -9765928.000000 Penalty: 5607.195801
	Iteration 31Q: 3 clusters Score -9765928 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 79372 members 
Entering Unmasked Estep 
Score: -9766099.000000 Penalty: 5607.195801
	Iteration 32Q: 3 clusters Score -9766099 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 79603 members 
Entering Unmasked Estep 
Score: -9766250.000000 Penalty: 5607.195801
	Iteration 33Q: 3 clusters Score -9766250 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -9766364.000000 Penalty: 5607.195801
	Iteration 34Q: 3 clusters Score -9766364 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 79916 members 
Entering Unmasked Estep 
Score: -9766482.000000 Penalty: 5607.195801
	Iteration 35Q: 3 clusters Score -9766482 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 80015 members 
Entering Unmasked Estep 
Score: -9766534.000000 Penalty: 5607.195801
	Iteration 36Q: 3 clusters Score -9766534 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 80096 members 
Entering Unmasked Estep 
Score: -9766599.000000 Penalty: 5607.195801
	Iteration 37Q: 3 clusters Score -9766599 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 80165 members 
Entering Unmasked Estep 
Score: -9766667.000000 Penalty: 5607.195801
	Iteration 38Q: 3 clusters Score -9766667 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 80230 members 
Entering Unmasked Estep 
Score: -9766700.000000 Penalty: 5607.195801
	Iteration 39Q: 3 clusters Score -9766700 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 80270 members 
Entering Unmasked Estep 
Score: -9766722.000000 Penalty: 5607.195801
	Iteration 40F: 3 clusters Score -9766722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 80295 members 
Entering Unmasked Estep 
Score: -9766748.000000 Penalty: 5607.195801
	Iteration 41Q: 3 clusters Score -9766748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 80318 members 
Entering Unmasked Estep 
Score: -9766755.000000 Penalty: 5607.195801
	Iteration 42Q: 3 clusters Score -9766755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 80331 members 
Entering Unmasked Estep 
Score: -9766776.000000 Penalty: 5607.195801
	Iteration 43Q: 3 clusters Score -9766776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -9766774.000000 Penalty: 5607.195801
	Iteration 44Q: 3 clusters Score -9766774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 80355 members 
Entering Unmasked Estep 
Score: -9766785.000000 Penalty: 5607.195801
	Iteration 45Q: 3 clusters Score -9766785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 80363 members 
Entering Unmasked Estep 
Score: -9766787.000000 Penalty: 5607.195801
	Iteration 46Q: 3 clusters Score -9766787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 80368 members 
Entering Unmasked Estep 
Score: -9766790.000000 Penalty: 5607.195801
	Iteration 47Q: 3 clusters Score -9766790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 80370 members 
Entering Unmasked Estep 
Score: -9766792.000000 Penalty: 5607.195801
	Iteration 48Q: 3 clusters Score -9766792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 80371 members 
Entering Unmasked Estep 
Score: -9766786.000000 Penalty: 5607.195801
	Iteration 49Q: 3 clusters Score -9766786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 80372 members 
Entering Unmasked Estep 
Score: -9766789.000000 Penalty: 5607.195801
	Iteration 50Q: 3 clusters Score -9766789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 80373 members 
Entering Unmasked Estep 
Score: -9766792.000000 Penalty: 5607.195801
	Iteration 51Q: 3 clusters Score -9766792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 80375 members 
Entering Unmasked Estep 
Score: -9766794.000000 Penalty: 5607.195801
	Iteration 52Q: 3 clusters Score -9766794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 80377 members 
Entering Unmasked Estep 
Score: -9766796.000000 Penalty: 5607.195801
	Iteration 53Q: 3 clusters Score -9766796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 80378 members 
Entering Unmasked Estep 
Score: -9766796.000000 Penalty: 5607.195801
	Iteration 54Q: 3 clusters Score -9766796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 80377 members 
Entering Unmasked Estep 
Score: -9766795.000000 Penalty: 5607.195801
	Iteration 55Q: 3 clusters Score -9766795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 80377 members 
Entering Unmasked Estep 
Score: -9766795.000000 Penalty: 5607.195801
	Iteration 56F: 3 clusters Score -9766795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (213704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213704 members 
Entering Unmasked Estep 
Score: -25461004.000000 Penalty: 3043.542236
	Iteration 0F: 2 clusters Score -2.5461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107042 members 
Mstep: Class 2 contains 106662 members 
Entering Unmasked Estep 
Score: -25325186.000000 Penalty: 6087.084473
	Iteration 0F: 3 clusters Score -2.532519e+07 nChanged 102927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108195 members 
Mstep: Class 2 contains 105509 members 
Entering Unmasked Estep 
Score: -25384962.000000 Penalty: 6087.084473
	Iteration 1F: 3 clusters Score -2.538496e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109455 members 
Mstep: Class 2 contains 104249 members 
Entering Unmasked Estep 
Score: -25385860.000000 Penalty: 6087.084473
	Iteration 2Q: 3 clusters Score -2.538586e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111428 members 
Mstep: Class 2 contains 102276 members 
Entering Unmasked Estep 
Score: -25386830.000000 Penalty: 6087.084473
	Iteration 3Q: 3 clusters Score -2.538683e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114519 members 
Mstep: Class 2 contains 99185 members 
Entering Unmasked Estep 
Score: -25388218.000000 Penalty: 6087.084473
	Iteration 4Q: 3 clusters Score -2.538822e+07 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119368 members 
Mstep: Class 2 contains 94336 members 
Entering Unmasked Estep 
Score: -25390908.000000 Penalty: 6087.084473
	Iteration 5Q: 3 clusters Score -2.539091e+07 nChanged 11490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126446 members 
Mstep: Class 2 contains 87258 members 
Entering Unmasked Estep 
Score: -25394908.000000 Penalty: 6087.084473
	Iteration 6F: 3 clusters Score -2.539491e+07 nChanged 13996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135490 members 
Mstep: Class 2 contains 78214 members 
Entering Unmasked Estep 
Score: -25402106.000000 Penalty: 6087.084473
	Iteration 7F: 3 clusters Score -2.540211e+07 nChanged 15551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144831 members 
Mstep: Class 2 contains 68873 members 
Entering Unmasked Estep 
Score: -25412600.000000 Penalty: 6087.084473
	Iteration 8F: 3 clusters Score -2.54126e+07 nChanged 15527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151302 members 
Mstep: Class 2 contains 62402 members 
Entering Unmasked Estep 
Score: -25424698.000000 Penalty: 6087.084473
	Iteration 9F: 3 clusters Score -2.54247e+07 nChanged 13270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152898 members 
Mstep: Class 2 contains 60806 members 
Entering Unmasked Estep 
Score: -25432372.000000 Penalty: 6087.084473
	Iteration 10F: 3 clusters Score -2.543237e+07 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151926 members 
Mstep: Class 2 contains 61778 members 
Entering Unmasked Estep 
Score: -25434926.000000 Penalty: 6087.084473
	Iteration 11Q: 3 clusters Score -2.543493e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150529 members 
Mstep: Class 2 contains 63175 members 
Entering Unmasked Estep 
Score: -25435760.000000 Penalty: 6087.084473
	Iteration 12Q: 3 clusters Score -2.543576e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148875 members 
Mstep: Class 2 contains 64829 members 
Entering Unmasked Estep 
Score: -25436024.000000 Penalty: 6087.084473
	Iteration 13Q: 3 clusters Score -2.543602e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147162 members 
Mstep: Class 2 contains 66542 members 
Entering Unmasked Estep 
Score: -25436578.000000 Penalty: 6087.084473
	Iteration 14Q: 3 clusters Score -2.543658e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145256 members 
Mstep: Class 2 contains 68448 members 
Entering Unmasked Estep 
Score: -25437174.000000 Penalty: 6087.084473
	Iteration 15Q: 3 clusters Score -2.543717e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143329 members 
Mstep: Class 2 contains 70375 members 
Entering Unmasked Estep 
Score: -25437762.000000 Penalty: 6087.084473
	Iteration 16Q: 3 clusters Score -2.543776e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141343 members 
Mstep: Class 2 contains 72361 members 
Entering Unmasked Estep 
Score: -25438164.000000 Penalty: 6087.084473
	Iteration 17Q: 3 clusters Score -2.543816e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139321 members 
Mstep: Class 2 contains 74383 members 
Entering Unmasked Estep 
Score: -25438776.000000 Penalty: 6087.084473
	Iteration 18Q: 3 clusters Score -2.543878e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137325 members 
Mstep: Class 2 contains 76379 members 
Entering Unmasked Estep 
Score: -25439258.000000 Penalty: 6087.084473
	Iteration 19Q: 3 clusters Score -2.543926e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135328 members 
Mstep: Class 2 contains 78376 members 
Entering Unmasked Estep 
Score: -25439680.000000 Penalty: 6087.084473
	Iteration 20F: 3 clusters Score -2.543968e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133336 members 
Mstep: Class 2 contains 80368 members 
Entering Unmasked Estep 
Score: -25440118.000000 Penalty: 6087.084473
	Iteration 21Q: 3 clusters Score -2.544012e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131346 members 
Mstep: Class 2 contains 82358 members 
Entering Unmasked Estep 
Score: -25440428.000000 Penalty: 6087.084473
	Iteration 22Q: 3 clusters Score -2.544043e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129361 members 
Mstep: Class 2 contains 84343 members 
Entering Unmasked Estep 
Score: -25440776.000000 Penalty: 6087.084473
	Iteration 23Q: 3 clusters Score -2.544078e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127414 members 
Mstep: Class 2 contains 86290 members 
Entering Unmasked Estep 
Score: -25441140.000000 Penalty: 6087.084473
	Iteration 24Q: 3 clusters Score -2.544114e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125538 members 
Mstep: Class 2 contains 88166 members 
Entering Unmasked Estep 
Score: -25441482.000000 Penalty: 6087.084473
	Iteration 25Q: 3 clusters Score -2.544148e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123694 members 
Mstep: Class 2 contains 90010 members 
Entering Unmasked Estep 
Score: -25441886.000000 Penalty: 6087.084473
	Iteration 26Q: 3 clusters Score -2.544189e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121999 members 
Mstep: Class 2 contains 91705 members 
Entering Unmasked Estep 
Score: -25442268.000000 Penalty: 6087.084473
	Iteration 27Q: 3 clusters Score -2.544227e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120357 members 
Mstep: Class 2 contains 93347 members 
Entering Unmasked Estep 
Score: -25442518.000000 Penalty: 6087.084473
	Iteration 28Q: 3 clusters Score -2.544252e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118871 members 
Mstep: Class 2 contains 94833 members 
Entering Unmasked Estep 
Score: -25442736.000000 Penalty: 6087.084473
	Iteration 29Q: 3 clusters Score -2.544274e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117450 members 
Mstep: Class 2 contains 96254 members 
Entering Unmasked Estep 
Score: -25442976.000000 Penalty: 6087.084473
	Iteration 30Q: 3 clusters Score -2.544298e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115988 members 
Mstep: Class 2 contains 97716 members 
Entering Unmasked Estep 
Score: -25443140.000000 Penalty: 6087.084473
	Iteration 31Q: 3 clusters Score -2.544314e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114492 members 
Mstep: Class 2 contains 99212 members 
Entering Unmasked Estep 
Score: -25443386.000000 Penalty: 6087.084473
	Iteration 32Q: 3 clusters Score -2.544339e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113009 members 
Mstep: Class 2 contains 100695 members 
Entering Unmasked Estep 
Score: -25443614.000000 Penalty: 6087.084473
	Iteration 33Q: 3 clusters Score -2.544361e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111604 members 
Mstep: Class 2 contains 102100 members 
Entering Unmasked Estep 
Score: -25443876.000000 Penalty: 6087.084473
	Iteration 34Q: 3 clusters Score -2.544388e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110231 members 
Mstep: Class 2 contains 103473 members 
Entering Unmasked Estep 
Score: -25444040.000000 Penalty: 6087.084473
	Iteration 35Q: 3 clusters Score -2.544404e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108978 members 
Mstep: Class 2 contains 104726 members 
Entering Unmasked Estep 
Score: -25444092.000000 Penalty: 6087.084473
	Iteration 36Q: 3 clusters Score -2.544409e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107893 members 
Mstep: Class 2 contains 105811 members 
Entering Unmasked Estep 
Score: -25444238.000000 Penalty: 6087.084473
	Iteration 37Q: 3 clusters Score -2.544424e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106850 members 
Mstep: Class 2 contains 106854 members 
Entering Unmasked Estep 
Score: -25444400.000000 Penalty: 6087.084473
	Iteration 38Q: 3 clusters Score -2.54444e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105854 members 
Mstep: Class 2 contains 107850 members 
Entering Unmasked Estep 
Score: -25444510.000000 Penalty: 6087.084473
	Iteration 39Q: 3 clusters Score -2.544451e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104950 members 
Mstep: Class 2 contains 108754 members 
Entering Unmasked Estep 
Score: -25444554.000000 Penalty: 6087.084473
	Iteration 40F: 3 clusters Score -2.544455e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104068 members 
Mstep: Class 2 contains 109636 members 
Entering Unmasked Estep 
Score: -25444530.000000 Penalty: 6087.084473
	Iteration 41Q: 3 clusters Score -2.544453e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103229 members 
Mstep: Class 2 contains 110475 members 
Entering Unmasked Estep 
Score: -25444538.000000 Penalty: 6087.084473
	Iteration 42Q: 3 clusters Score -2.544454e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102452 members 
Mstep: Class 2 contains 111252 members 
Entering Unmasked Estep 
Score: -25444538.000000 Penalty: 6087.084473
	Iteration 43Q: 3 clusters Score -2.544454e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101715 members 
Mstep: Class 2 contains 111989 members 
Entering Unmasked Estep 
Score: -25444492.000000 Penalty: 6087.084473
	Iteration 44Q: 3 clusters Score -2.544449e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101029 members 
Mstep: Class 2 contains 112675 members 
Entering Unmasked Estep 
Score: -25444508.000000 Penalty: 6087.084473
	Iteration 45Q: 3 clusters Score -2.544451e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100458 members 
Mstep: Class 2 contains 113246 members 
Entering Unmasked Estep 
Score: -25444438.000000 Penalty: 6087.084473
	Iteration 46Q: 3 clusters Score -2.544444e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100007 members 
Mstep: Class 2 contains 113697 members 
Entering Unmasked Estep 
Score: -25444376.000000 Penalty: 6087.084473
	Iteration 47Q: 3 clusters Score -2.544438e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99655 members 
Mstep: Class 2 contains 114049 members 
Entering Unmasked Estep 
Score: -25444270.000000 Penalty: 6087.084473
	Iteration 48Q: 3 clusters Score -2.544427e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99402 members 
Mstep: Class 2 contains 114302 members 
Entering Unmasked Estep 
Score: -25444262.000000 Penalty: 6087.084473
	Iteration 49Q: 3 clusters Score -2.544426e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99158 members 
Mstep: Class 2 contains 114546 members 
Entering Unmasked Estep 
Score: -25444222.000000 Penalty: 6087.084473
	Iteration 50Q: 3 clusters Score -2.544422e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98937 members 
Mstep: Class 2 contains 114767 members 
Entering Unmasked Estep 
Score: -25444260.000000 Penalty: 6087.084473
	Iteration 51Q: 3 clusters Score -2.544426e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98777 members 
Mstep: Class 2 contains 114927 members 
Entering Unmasked Estep 
Score: -25444170.000000 Penalty: 6087.084473
	Iteration 52Q: 3 clusters Score -2.544417e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98626 members 
Mstep: Class 2 contains 115078 members 
Entering Unmasked Estep 
Score: -25444208.000000 Penalty: 6087.084473
	Iteration 53Q: 3 clusters Score -2.544421e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98486 members 
Mstep: Class 2 contains 115218 members 
Entering Unmasked Estep 
Score: -25444152.000000 Penalty: 6087.084473
	Iteration 54Q: 3 clusters Score -2.544415e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98409 members 
Mstep: Class 2 contains 115295 members 
Entering Unmasked Estep 
Score: -25444112.000000 Penalty: 6087.084473
	Iteration 55Q: 3 clusters Score -2.544411e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98330 members 
Mstep: Class 2 contains 115374 members 
Entering Unmasked Estep 
Score: -25444148.000000 Penalty: 6087.084473
	Iteration 56Q: 3 clusters Score -2.544415e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98286 members 
Mstep: Class 2 contains 115418 members 
Entering Unmasked Estep 
Score: -25444130.000000 Penalty: 6087.084473
	Iteration 57Q: 3 clusters Score -2.544413e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98240 members 
Mstep: Class 2 contains 115464 members 
Entering Unmasked Estep 
Score: -25444088.000000 Penalty: 6087.084473
	Iteration 58Q: 3 clusters Score -2.544409e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98223 members 
Mstep: Class 2 contains 115481 members 
Entering Unmasked Estep 
Score: -25444070.000000 Penalty: 6087.084473
	Iteration 59Q: 3 clusters Score -2.544407e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98205 members 
Mstep: Class 2 contains 115499 members 
Entering Unmasked Estep 
Score: -25444078.000000 Penalty: 6087.084473
	Iteration 60F: 3 clusters Score -2.544408e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98203 members 
Mstep: Class 2 contains 115501 members 
Entering Unmasked Estep 
Score: -25444060.000000 Penalty: 6087.084473
	Iteration 61Q: 3 clusters Score -2.544406e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98190 members 
Mstep: Class 2 contains 115514 members 
Entering Unmasked Estep 
Score: -25444050.000000 Penalty: 6087.084473
	Iteration 62Q: 3 clusters Score -2.544405e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98177 members 
Mstep: Class 2 contains 115527 members 
Entering Unmasked Estep 
Score: -25444030.000000 Penalty: 6087.084473
	Iteration 63Q: 3 clusters Score -2.544403e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98187 members 
Mstep: Class 2 contains 115517 members 
Entering Unmasked Estep 
Score: -25444014.000000 Penalty: 6087.084473
	Iteration 64Q: 3 clusters Score -2.544401e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98184 members 
Mstep: Class 2 contains 115520 members 
Entering Unmasked Estep 
Score: -25443962.000000 Penalty: 6087.084473
	Iteration 65Q: 3 clusters Score -2.544396e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98169 members 
Mstep: Class 2 contains 115535 members 
Entering Unmasked Estep 
Score: -25443982.000000 Penalty: 6087.084473
	Iteration 66Q: 3 clusters Score -2.544398e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98162 members 
Mstep: Class 2 contains 115542 members 
Entering Unmasked Estep 
Score: -25443966.000000 Penalty: 6087.084473
	Iteration 67Q: 3 clusters Score -2.544397e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98157 members 
Mstep: Class 2 contains 115547 members 
Entering Unmasked Estep 
Score: -25443980.000000 Penalty: 6087.084473
	Iteration 68Q: 3 clusters Score -2.544398e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98153 members 
Mstep: Class 2 contains 115551 members 
Entering Unmasked Estep 
Score: -25443994.000000 Penalty: 6087.084473
	Iteration 69Q: 3 clusters Score -2.544399e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98162 members 
Mstep: Class 2 contains 115542 members 
Entering Unmasked Estep 
Score: -25443976.000000 Penalty: 6087.084473
	Iteration 70Q: 3 clusters Score -2.544398e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98163 members 
Mstep: Class 2 contains 115541 members 
Entering Unmasked Estep 
Score: -25444016.000000 Penalty: 6087.084473
	Iteration 71Q: 3 clusters Score -2.544402e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98165 members 
Mstep: Class 2 contains 115539 members 
Entering Unmasked Estep 
Score: -25444030.000000 Penalty: 6087.084473
	Iteration 72Q: 3 clusters Score -2.544403e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98160 members 
Mstep: Class 2 contains 115544 members 
Entering Unmasked Estep 
Score: -25444034.000000 Penalty: 6087.084473
	Iteration 73Q: 3 clusters Score -2.544403e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98168 members 
Mstep: Class 2 contains 115536 members 
Entering Unmasked Estep 
Score: -25444032.000000 Penalty: 6087.084473
	Iteration 74Q: 3 clusters Score -2.544403e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98172 members 
Mstep: Class 2 contains 115532 members 
Entering Unmasked Estep 
Score: -25444064.000000 Penalty: 6087.084473
	Iteration 75Q: 3 clusters Score -2.544406e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98178 members 
Mstep: Class 2 contains 115526 members 
Entering Unmasked Estep 
Score: -25444058.000000 Penalty: 6087.084473
	Iteration 76Q: 3 clusters Score -2.544406e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98177 members 
Mstep: Class 2 contains 115527 members 
Entering Unmasked Estep 
Score: -25444058.000000 Penalty: 6087.084473
	Iteration 77Q: 3 clusters Score -2.544406e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98182 members 
Mstep: Class 2 contains 115522 members 
Entering Unmasked Estep 
Score: -25444038.000000 Penalty: 6087.084473
	Iteration 78Q: 3 clusters Score -2.544404e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98191 members 
Mstep: Class 2 contains 115513 members 
Entering Unmasked Estep 
Score: -25444034.000000 Penalty: 6087.084473
	Iteration 79Q: 3 clusters Score -2.544403e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98203 members 
Mstep: Class 2 contains 115501 members 
Entering Unmasked Estep 
Score: -25444050.000000 Penalty: 6087.084473
	Iteration 80F: 3 clusters Score -2.544405e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98209 members 
Mstep: Class 2 contains 115495 members 
Entering Unmasked Estep 
Score: -25444026.000000 Penalty: 6087.084473
	Iteration 81Q: 3 clusters Score -2.544403e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98217 members 
Mstep: Class 2 contains 115487 members 
Entering Unmasked Estep 
Score: -25444018.000000 Penalty: 6087.084473
	Iteration 82Q: 3 clusters Score -2.544402e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98227 members 
Mstep: Class 2 contains 115477 members 
Entering Unmasked Estep 
Score: -25444026.000000 Penalty: 6087.084473
	Iteration 83Q: 3 clusters Score -2.544403e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98234 members 
Mstep: Class 2 contains 115470 members 
Entering Unmasked Estep 
Score: -25444042.000000 Penalty: 6087.084473
	Iteration 84Q: 3 clusters Score -2.544404e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98246 members 
Mstep: Class 2 contains 115458 members 
Entering Unmasked Estep 
Score: -25444040.000000 Penalty: 6087.084473
	Iteration 85Q: 3 clusters Score -2.544404e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98261 members 
Mstep: Class 2 contains 115443 members 
Entering Unmasked Estep 
Score: -25444050.000000 Penalty: 6087.084473
	Iteration 86Q: 3 clusters Score -2.544405e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98279 members 
Mstep: Class 2 contains 115425 members 
Entering Unmasked Estep 
Score: -25444044.000000 Penalty: 6087.084473
	Iteration 87Q: 3 clusters Score -2.544404e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98296 members 
Mstep: Class 2 contains 115408 members 
Entering Unmasked Estep 
Score: -25444040.000000 Penalty: 6087.084473
	Iteration 88Q: 3 clusters Score -2.544404e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98315 members 
Mstep: Class 2 contains 115389 members 
Entering Unmasked Estep 
Score: -25444038.000000 Penalty: 6087.084473
	Iteration 89Q: 3 clusters Score -2.544404e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98332 members 
Mstep: Class 2 contains 115372 members 
Entering Unmasked Estep 
Score: -25444058.000000 Penalty: 6087.084473
	Iteration 90Q: 3 clusters Score -2.544406e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98347 members 
Mstep: Class 2 contains 115357 members 
Entering Unmasked Estep 
Score: -25444034.000000 Penalty: 6087.084473
	Iteration 91Q: 3 clusters Score -2.544403e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98352 members 
Mstep: Class 2 contains 115352 members 
Entering Unmasked Estep 
Score: -25444030.000000 Penalty: 6087.084473
	Iteration 92Q: 3 clusters Score -2.544403e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98360 members 
Mstep: Class 2 contains 115344 members 
Entering Unmasked Estep 
Score: -25444026.000000 Penalty: 6087.084473
	Iteration 93Q: 3 clusters Score -2.544403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98368 members 
Mstep: Class 2 contains 115336 members 
Entering Unmasked Estep 
Score: -25444018.000000 Penalty: 6087.084473
	Iteration 94Q: 3 clusters Score -2.544402e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98375 members 
Mstep: Class 2 contains 115329 members 
Entering Unmasked Estep 
Score: -25444022.000000 Penalty: 6087.084473
	Iteration 95Q: 3 clusters Score -2.544402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98379 members 
Mstep: Class 2 contains 115325 members 
Entering Unmasked Estep 
Score: -25444038.000000 Penalty: 6087.084473
	Iteration 96Q: 3 clusters Score -2.544404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98380 members 
Mstep: Class 2 contains 115324 members 
Entering Unmasked Estep 
Score: -25444042.000000 Penalty: 6087.084473
	Iteration 97Q: 3 clusters Score -2.544404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98383 members 
Mstep: Class 2 contains 115321 members 
Entering Unmasked Estep 
Score: -25444048.000000 Penalty: 6087.084473
	Iteration 98Q: 3 clusters Score -2.544405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98383 members 
Mstep: Class 2 contains 115321 members 
Entering Unmasked Estep 
Score: -25444048.000000 Penalty: 6087.084473
	Iteration 99Q: 3 clusters Score -2.544405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98381 members 
Mstep: Class 2 contains 115323 members 
Entering Unmasked Estep 
Score: -25444052.000000 Penalty: 6087.084473
	Iteration 100F: 3 clusters Score -2.544405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98383 members 
Mstep: Class 2 contains 115321 members 
Entering Unmasked Estep 
Score: -25444058.000000 Penalty: 6087.084473
	Iteration 101Q: 3 clusters Score -2.544406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98389 members 
Mstep: Class 2 contains 115315 members 
Entering Unmasked Estep 
Score: -25444050.000000 Penalty: 6087.084473
	Iteration 102Q: 3 clusters Score -2.544405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98392 members 
Mstep: Class 2 contains 115312 members 
Entering Unmasked Estep 
Score: -25444058.000000 Penalty: 6087.084473
	Iteration 103Q: 3 clusters Score -2.544406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98396 members 
Mstep: Class 2 contains 115308 members 
Entering Unmasked Estep 
Score: -25444054.000000 Penalty: 6087.084473
	Iteration 104Q: 3 clusters Score -2.544405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98394 members 
Mstep: Class 2 contains 115310 members 
Entering Unmasked Estep 
Score: -25444056.000000 Penalty: 6087.084473
	Iteration 105Q: 3 clusters Score -2.544406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98392 members 
Mstep: Class 2 contains 115312 members 
Entering Unmasked Estep 
Score: -25444054.000000 Penalty: 6087.084473
	Iteration 106Q: 3 clusters Score -2.544405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98393 members 
Mstep: Class 2 contains 115311 members 
Entering Unmasked Estep 
Score: -25444062.000000 Penalty: 6087.084473
	Iteration 107Q: 3 clusters Score -2.544406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98395 members 
Mstep: Class 2 contains 115309 members 
Entering Unmasked Estep 
Score: -25444044.000000 Penalty: 6087.084473
	Iteration 108Q: 3 clusters Score -2.544404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98395 members 
Mstep: Class 2 contains 115309 members 
Entering Unmasked Estep 
Score: -25444044.000000 Penalty: 6087.084473
	Iteration 109Q: 3 clusters Score -2.544404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98396 members 
Mstep: Class 2 contains 115308 members 
Entering Unmasked Estep 
Score: -25444050.000000 Penalty: 6087.084473
	Iteration 110Q: 3 clusters Score -2.544405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98398 members 
Mstep: Class 2 contains 115306 members 
Entering Unmasked Estep 
Score: -25444042.000000 Penalty: 6087.084473
	Iteration 111Q: 3 clusters Score -2.544404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98398 members 
Mstep: Class 2 contains 115306 members 
Entering Unmasked Estep 
Score: -25444042.000000 Penalty: 6087.084473
	Iteration 112F: 3 clusters Score -2.544404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (156707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156707 members 
Entering Unmasked Estep 
Score: -18696448.000000 Penalty: 2966.609131
	Iteration 0F: 2 clusters Score -1.869645e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78235 members 
Mstep: Class 2 contains 78472 members 
Entering Unmasked Estep 
Score: -18592720.000000 Penalty: 5933.218262
	Iteration 0F: 3 clusters Score -1.859272e+07 nChanged 74829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76528 members 
Mstep: Class 2 contains 80179 members 
Entering Unmasked Estep 
Score: -18635812.000000 Penalty: 5933.218262
	Iteration 1F: 3 clusters Score -1.863581e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75472 members 
Mstep: Class 2 contains 81235 members 
Entering Unmasked Estep 
Score: -18637096.000000 Penalty: 5933.218262
	Iteration 2Q: 3 clusters Score -1.86371e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73797 members 
Mstep: Class 2 contains 82910 members 
Entering Unmasked Estep 
Score: -18639098.000000 Penalty: 5933.218262
	Iteration 3Q: 3 clusters Score -1.86391e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70978 members 
Mstep: Class 2 contains 85729 members 
Entering Unmasked Estep 
Score: -18642140.000000 Penalty: 5933.218262
	Iteration 4Q: 3 clusters Score -1.864214e+07 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66358 members 
Mstep: Class 2 contains 90349 members 
Entering Unmasked Estep 
Score: -18647028.000000 Penalty: 5933.218262
	Iteration 5F: 3 clusters Score -1.864703e+07 nChanged 10638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59920 members 
Mstep: Class 2 contains 96787 members 
Entering Unmasked Estep 
Score: -18654066.000000 Penalty: 5933.218262
	Iteration 6F: 3 clusters Score -1.865407e+07 nChanged 12004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 104727 members 
Entering Unmasked Estep 
Score: -18664336.000000 Penalty: 5933.218262
	Iteration 7F: 3 clusters Score -1.866434e+07 nChanged 11337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 112122 members 
Entering Unmasked Estep 
Score: -18675364.000000 Penalty: 5933.218262
	Iteration 8F: 3 clusters Score -1.867536e+07 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 117086 members 
Entering Unmasked Estep 
Score: -18681992.000000 Penalty: 5933.218262
	Iteration 9F: 3 clusters Score -1.868199e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 120312 members 
Entering Unmasked Estep 
Score: -18684774.000000 Penalty: 5933.218262
	Iteration 10Q: 3 clusters Score -1.868477e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 122973 members 
Entering Unmasked Estep 
Score: -18686420.000000 Penalty: 5933.218262
	Iteration 11Q: 3 clusters Score -1.868642e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 125317 members 
Entering Unmasked Estep 
Score: -18687388.000000 Penalty: 5933.218262
	Iteration 12Q: 3 clusters Score -1.868739e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 127408 members 
Entering Unmasked Estep 
Score: -18688306.000000 Penalty: 5933.218262
	Iteration 13Q: 3 clusters Score -1.868831e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 129247 members 
Entering Unmasked Estep 
Score: -18688944.000000 Penalty: 5933.218262
	Iteration 14Q: 3 clusters Score -1.868894e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 130986 members 
Entering Unmasked Estep 
Score: -18689620.000000 Penalty: 5933.218262
	Iteration 15Q: 3 clusters Score -1.868962e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 132531 members 
Entering Unmasked Estep 
Score: -18690132.000000 Penalty: 5933.218262
	Iteration 16Q: 3 clusters Score -1.869013e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 133980 members 
Entering Unmasked Estep 
Score: -18690578.000000 Penalty: 5933.218262
	Iteration 17Q: 3 clusters Score -1.869058e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 135347 members 
Entering Unmasked Estep 
Score: -18691100.000000 Penalty: 5933.218262
	Iteration 18Q: 3 clusters Score -1.86911e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 136653 members 
Entering Unmasked Estep 
Score: -18691470.000000 Penalty: 5933.218262
	Iteration 19Q: 3 clusters Score -1.869147e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 137852 members 
Entering Unmasked Estep 
Score: -18691786.000000 Penalty: 5933.218262
	Iteration 20F: 3 clusters Score -1.869179e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 139005 members 
Entering Unmasked Estep 
Score: -18692094.000000 Penalty: 5933.218262
	Iteration 21Q: 3 clusters Score -1.869209e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 140076 members 
Entering Unmasked Estep 
Score: -18692336.000000 Penalty: 5933.218262
	Iteration 22Q: 3 clusters Score -1.869234e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 141082 members 
Entering Unmasked Estep 
Score: -18692558.000000 Penalty: 5933.218262
	Iteration 23Q: 3 clusters Score -1.869256e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 141985 members 
Entering Unmasked Estep 
Score: -18692754.000000 Penalty: 5933.218262
	Iteration 24Q: 3 clusters Score -1.869275e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 142820 members 
Entering Unmasked Estep 
Score: -18692956.000000 Penalty: 5933.218262
	Iteration 25Q: 3 clusters Score -1.869296e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 143553 members 
Entering Unmasked Estep 
Score: -18693092.000000 Penalty: 5933.218262
	Iteration 26Q: 3 clusters Score -1.869309e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 144269 members 
Entering Unmasked Estep 
Score: -18693324.000000 Penalty: 5933.218262
	Iteration 27Q: 3 clusters Score -1.869332e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 144981 members 
Entering Unmasked Estep 
Score: -18693464.000000 Penalty: 5933.218262
	Iteration 28Q: 3 clusters Score -1.869346e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 145613 members 
Entering Unmasked Estep 
Score: -18693630.000000 Penalty: 5933.218262
	Iteration 29Q: 3 clusters Score -1.869363e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 146158 members 
Entering Unmasked Estep 
Score: -18693740.000000 Penalty: 5933.218262
	Iteration 30Q: 3 clusters Score -1.869374e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 146652 members 
Entering Unmasked Estep 
Score: -18693860.000000 Penalty: 5933.218262
	Iteration 31Q: 3 clusters Score -1.869386e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 147128 members 
Entering Unmasked Estep 
Score: -18693912.000000 Penalty: 5933.218262
	Iteration 32Q: 3 clusters Score -1.869391e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 147558 members 
Entering Unmasked Estep 
Score: -18693938.000000 Penalty: 5933.218262
	Iteration 33Q: 3 clusters Score -1.869394e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 147994 members 
Entering Unmasked Estep 
Score: -18693962.000000 Penalty: 5933.218262
	Iteration 34Q: 3 clusters Score -1.869396e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 148404 members 
Entering Unmasked Estep 
Score: -18693988.000000 Penalty: 5933.218262
	Iteration 35Q: 3 clusters Score -1.869399e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 148786 members 
Entering Unmasked Estep 
Score: -18694032.000000 Penalty: 5933.218262
	Iteration 36Q: 3 clusters Score -1.869403e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 149182 members 
Entering Unmasked Estep 
Score: -18694010.000000 Penalty: 5933.218262
	Iteration 37Q: 3 clusters Score -1.869401e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 149590 members 
Entering Unmasked Estep 
Score: -18694056.000000 Penalty: 5933.218262
	Iteration 38Q: 3 clusters Score -1.869406e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 149943 members 
Entering Unmasked Estep 
Score: -18694042.000000 Penalty: 5933.218262
	Iteration 39Q: 3 clusters Score -1.869404e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 150280 members 
Entering Unmasked Estep 
Score: -18694130.000000 Penalty: 5933.218262
	Iteration 40F: 3 clusters Score -1.869413e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 150598 members 
Entering Unmasked Estep 
Score: -18694180.000000 Penalty: 5933.218262
	Iteration 41Q: 3 clusters Score -1.869418e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 150894 members 
Entering Unmasked Estep 
Score: -18694218.000000 Penalty: 5933.218262
	Iteration 42Q: 3 clusters Score -1.869422e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 151154 members 
Entering Unmasked Estep 
Score: -18694218.000000 Penalty: 5933.218262
	Iteration 43Q: 3 clusters Score -1.869422e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 151402 members 
Entering Unmasked Estep 
Score: -18694214.000000 Penalty: 5933.218262
	Iteration 44Q: 3 clusters Score -1.869421e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 151635 members 
Entering Unmasked Estep 
Score: -18694260.000000 Penalty: 5933.218262
	Iteration 45Q: 3 clusters Score -1.869426e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 151860 members 
Entering Unmasked Estep 
Score: -18694294.000000 Penalty: 5933.218262
	Iteration 46Q: 3 clusters Score -1.869429e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 152061 members 
Entering Unmasked Estep 
Score: -18694358.000000 Penalty: 5933.218262
	Iteration 47Q: 3 clusters Score -1.869436e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 152231 members 
Entering Unmasked Estep 
Score: -18694400.000000 Penalty: 5933.218262
	Iteration 48Q: 3 clusters Score -1.86944e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 152384 members 
Entering Unmasked Estep 
Score: -18694444.000000 Penalty: 5933.218262
	Iteration 49Q: 3 clusters Score -1.869444e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 152514 members 
Entering Unmasked Estep 
Score: -18694486.000000 Penalty: 5933.218262
	Iteration 50Q: 3 clusters Score -1.869449e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 152633 members 
Entering Unmasked Estep 
Score: -18694520.000000 Penalty: 5933.218262
	Iteration 51Q: 3 clusters Score -1.869452e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 152748 members 
Entering Unmasked Estep 
Score: -18694544.000000 Penalty: 5933.218262
	Iteration 52Q: 3 clusters Score -1.869454e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 152856 members 
Entering Unmasked Estep 
Score: -18694526.000000 Penalty: 5933.218262
	Iteration 53Q: 3 clusters Score -1.869453e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 152958 members 
Entering Unmasked Estep 
Score: -18694522.000000 Penalty: 5933.218262
	Iteration 54Q: 3 clusters Score -1.869452e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 153050 members 
Entering Unmasked Estep 
Score: -18694540.000000 Penalty: 5933.218262
	Iteration 55Q: 3 clusters Score -1.869454e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 153119 members 
Entering Unmasked Estep 
Score: -18694564.000000 Penalty: 5933.218262
	Iteration 56Q: 3 clusters Score -1.869456e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 153199 members 
Entering Unmasked Estep 
Score: -18694556.000000 Penalty: 5933.218262
	Iteration 57Q: 3 clusters Score -1.869456e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 153269 members 
Entering Unmasked Estep 
Score: -18694568.000000 Penalty: 5933.218262
	Iteration 58Q: 3 clusters Score -1.869457e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 153337 members 
Entering Unmasked Estep 
Score: -18694578.000000 Penalty: 5933.218262
	Iteration 59Q: 3 clusters Score -1.869458e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 153402 members 
Entering Unmasked Estep 
Score: -18694572.000000 Penalty: 5933.218262
	Iteration 60F: 3 clusters Score -1.869457e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 153463 members 
Entering Unmasked Estep 
Score: -18694554.000000 Penalty: 5933.218262
	Iteration 61Q: 3 clusters Score -1.869455e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 153525 members 
Entering Unmasked Estep 
Score: -18694582.000000 Penalty: 5933.218262
	Iteration 62Q: 3 clusters Score -1.869458e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 153583 members 
Entering Unmasked Estep 
Score: -18694584.000000 Penalty: 5933.218262
	Iteration 63Q: 3 clusters Score -1.869458e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 153636 members 
Entering Unmasked Estep 
Score: -18694598.000000 Penalty: 5933.218262
	Iteration 64Q: 3 clusters Score -1.86946e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 153677 members 
Entering Unmasked Estep 
Score: -18694598.000000 Penalty: 5933.218262
	Iteration 65Q: 3 clusters Score -1.86946e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 153715 members 
Entering Unmasked Estep 
Score: -18694580.000000 Penalty: 5933.218262
	Iteration 66Q: 3 clusters Score -1.869458e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 153747 members 
Entering Unmasked Estep 
Score: -18694578.000000 Penalty: 5933.218262
	Iteration 67Q: 3 clusters Score -1.869458e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 153780 members 
Entering Unmasked Estep 
Score: -18694570.000000 Penalty: 5933.218262
	Iteration 68Q: 3 clusters Score -1.869457e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 153810 members 
Entering Unmasked Estep 
Score: -18694574.000000 Penalty: 5933.218262
	Iteration 69Q: 3 clusters Score -1.869457e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 153842 members 
Entering Unmasked Estep 
Score: -18694584.000000 Penalty: 5933.218262
	Iteration 70Q: 3 clusters Score -1.869458e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 153865 members 
Entering Unmasked Estep 
Score: -18694596.000000 Penalty: 5933.218262
	Iteration 71Q: 3 clusters Score -1.86946e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 153882 members 
Entering Unmasked Estep 
Score: -18694580.000000 Penalty: 5933.218262
	Iteration 72Q: 3 clusters Score -1.869458e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 153901 members 
Entering Unmasked Estep 
Score: -18694594.000000 Penalty: 5933.218262
	Iteration 73Q: 3 clusters Score -1.869459e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 153916 members 
Entering Unmasked Estep 
Score: -18694592.000000 Penalty: 5933.218262
	Iteration 74Q: 3 clusters Score -1.869459e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 153928 members 
Entering Unmasked Estep 
Score: -18694594.000000 Penalty: 5933.218262
	Iteration 75Q: 3 clusters Score -1.869459e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 153942 members 
Entering Unmasked Estep 
Score: -18694590.000000 Penalty: 5933.218262
	Iteration 76Q: 3 clusters Score -1.869459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 153949 members 
Entering Unmasked Estep 
Score: -18694592.000000 Penalty: 5933.218262
	Iteration 77Q: 3 clusters Score -1.869459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 153954 members 
Entering Unmasked Estep 
Score: -18694584.000000 Penalty: 5933.218262
	Iteration 78Q: 3 clusters Score -1.869458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 153959 members 
Entering Unmasked Estep 
Score: -18694588.000000 Penalty: 5933.218262
	Iteration 79Q: 3 clusters Score -1.869459e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 153968 members 
Entering Unmasked Estep 
Score: -18694570.000000 Penalty: 5933.218262
	Iteration 80F: 3 clusters Score -1.869457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 153979 members 
Entering Unmasked Estep 
Score: -18694578.000000 Penalty: 5933.218262
	Iteration 81Q: 3 clusters Score -1.869458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 153986 members 
Entering Unmasked Estep 
Score: -18694606.000000 Penalty: 5933.218262
	Iteration 82Q: 3 clusters Score -1.869461e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 153999 members 
Entering Unmasked Estep 
Score: -18694614.000000 Penalty: 5933.218262
	Iteration 83Q: 3 clusters Score -1.869461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 154006 members 
Entering Unmasked Estep 
Score: -18694612.000000 Penalty: 5933.218262
	Iteration 84Q: 3 clusters Score -1.869461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 154009 members 
Entering Unmasked Estep 
Score: -18694620.000000 Penalty: 5933.218262
	Iteration 85Q: 3 clusters Score -1.869462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 154011 members 
Entering Unmasked Estep 
Score: -18694622.000000 Penalty: 5933.218262
	Iteration 86Q: 3 clusters Score -1.869462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 154013 members 
Entering Unmasked Estep 
Score: -18694616.000000 Penalty: 5933.218262
	Iteration 87Q: 3 clusters Score -1.869462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 154016 members 
Entering Unmasked Estep 
Score: -18694622.000000 Penalty: 5933.218262
	Iteration 88Q: 3 clusters Score -1.869462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 154021 members 
Entering Unmasked Estep 
Score: -18694620.000000 Penalty: 5933.218262
	Iteration 89Q: 3 clusters Score -1.869462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 154029 members 
Entering Unmasked Estep 
Score: -18694624.000000 Penalty: 5933.218262
	Iteration 90Q: 3 clusters Score -1.869462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 154037 members 
Entering Unmasked Estep 
Score: -18694620.000000 Penalty: 5933.218262
	Iteration 91Q: 3 clusters Score -1.869462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 154047 members 
Entering Unmasked Estep 
Score: -18694626.000000 Penalty: 5933.218262
	Iteration 92Q: 3 clusters Score -1.869463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 154053 members 
Entering Unmasked Estep 
Score: -18694624.000000 Penalty: 5933.218262
	Iteration 93Q: 3 clusters Score -1.869462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 154062 members 
Entering Unmasked Estep 
Score: -18694618.000000 Penalty: 5933.218262
	Iteration 94Q: 3 clusters Score -1.869462e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 154074 members 
Entering Unmasked Estep 
Score: -18694598.000000 Penalty: 5933.218262
	Iteration 95Q: 3 clusters Score -1.86946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 154083 members 
Entering Unmasked Estep 
Score: -18694602.000000 Penalty: 5933.218262
	Iteration 96Q: 3 clusters Score -1.86946e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 154093 members 
Entering Unmasked Estep 
Score: -18694602.000000 Penalty: 5933.218262
	Iteration 97Q: 3 clusters Score -1.86946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 154106 members 
Entering Unmasked Estep 
Score: -18694592.000000 Penalty: 5933.218262
	Iteration 98Q: 3 clusters Score -1.869459e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 154119 members 
Entering Unmasked Estep 
Score: -18694608.000000 Penalty: 5933.218262
	Iteration 99Q: 3 clusters Score -1.869461e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 154130 members 
Entering Unmasked Estep 
Score: -18694606.000000 Penalty: 5933.218262
	Iteration 100F: 3 clusters Score -1.869461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 154134 members 
Entering Unmasked Estep 
Score: -18694610.000000 Penalty: 5933.218262
	Iteration 101Q: 3 clusters Score -1.869461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 154139 members 
Entering Unmasked Estep 
Score: -18694614.000000 Penalty: 5933.218262
	Iteration 102Q: 3 clusters Score -1.869461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 154141 members 
Entering Unmasked Estep 
Score: -18694612.000000 Penalty: 5933.218262
	Iteration 103Q: 3 clusters Score -1.869461e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 154141 members 
Entering Unmasked Estep 
Score: -18694612.000000 Penalty: 5933.218262
	Iteration 104F: 3 clusters Score -1.869461e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 18332 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46897 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 6384 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14658 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26114 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11501 members 
Mstep: Class 19 contains 44425 members 
Mstep: Class 20 contains 81213 members 
Mstep: Class 22 contains 213704 members 
Mstep: Class 23 contains 156707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048832.000000 Penalty: 73299.523438
Iteration 279Q: 23 clusters Score -8.004883e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 18330 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46896 members 
Mstep: Class 7 contains 6143 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 6381 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14658 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26113 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11501 members 
Mstep: Class 19 contains 44421 members 
Mstep: Class 20 contains 81214 members 
Mstep: Class 22 contains 213707 members 
Mstep: Class 23 contains 156715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048856.000000 Penalty: 73299.523438
Iteration 280F: 23 clusters Score -8.004886e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 18327 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46896 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 6378 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14658 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26114 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11501 members 
Mstep: Class 19 contains 44422 members 
Mstep: Class 20 contains 81210 members 
Mstep: Class 22 contains 213701 members 
Mstep: Class 23 contains 156731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048880.000000 Penalty: 73299.523438
Iteration 281Q: 23 clusters Score -8.004888e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 18326 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46896 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 6377 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26111 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 44422 members 
Mstep: Class 20 contains 81208 members 
Mstep: Class 22 contains 213693 members 
Mstep: Class 23 contains 156742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048848.000000 Penalty: 73299.523438
Iteration 282Q: 23 clusters Score -8.004885e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 18327 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46897 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 6377 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26112 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 44421 members 
Mstep: Class 20 contains 81205 members 
Mstep: Class 22 contains 213684 members 
Mstep: Class 23 contains 156751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048816.000000 Penalty: 73299.523438
Iteration 283Q: 23 clusters Score -8.004882e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 18326 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46898 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 6377 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26112 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 44420 members 
Mstep: Class 20 contains 81201 members 
Mstep: Class 22 contains 213688 members 
Mstep: Class 23 contains 156752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048856.000000 Penalty: 73299.523438
Iteration 284Q: 23 clusters Score -8.004886e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 18324 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46898 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 6377 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26110 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 44420 members 
Mstep: Class 20 contains 81194 members 
Mstep: Class 22 contains 213688 members 
Mstep: Class 23 contains 156763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048848.000000 Penalty: 73299.523438
Iteration 285Q: 23 clusters Score -8.004885e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 18323 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46900 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5851 members 
Mstep: Class 12 contains 6377 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26109 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 44418 members 
Mstep: Class 20 contains 81190 members 
Mstep: Class 22 contains 213689 members 
Mstep: Class 23 contains 156768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048816.000000 Penalty: 73299.523438
Iteration 286Q: 23 clusters Score -8.004882e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 18324 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46899 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 6377 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26108 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11501 members 
Mstep: Class 19 contains 44418 members 
Mstep: Class 20 contains 81186 members 
Mstep: Class 22 contains 213687 members 
Mstep: Class 23 contains 156777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048824.000000 Penalty: 73299.523438
Iteration 287Q: 23 clusters Score -8.004882e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 18324 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46898 members 
Mstep: Class 7 contains 6141 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 6377 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26104 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11501 members 
Mstep: Class 19 contains 44419 members 
Mstep: Class 20 contains 81187 members 
Mstep: Class 22 contains 213686 members 
Mstep: Class 23 contains 156782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048864.000000 Penalty: 73299.523438
Iteration 288Q: 23 clusters Score -8.004886e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 18324 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46897 members 
Mstep: Class 7 contains 6141 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6377 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26104 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 44418 members 
Mstep: Class 20 contains 81185 members 
Mstep: Class 22 contains 213690 members 
Mstep: Class 23 contains 156781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048808.000000 Penalty: 73299.523438
Iteration 289Q: 23 clusters Score -8.004881e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 18324 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46897 members 
Mstep: Class 7 contains 6140 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6377 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26104 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 44414 members 
Mstep: Class 20 contains 81184 members 
Mstep: Class 22 contains 213693 members 
Mstep: Class 23 contains 156784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048848.000000 Penalty: 73299.523438
Iteration 290Q: 23 clusters Score -8.004885e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 18324 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46897 members 
Mstep: Class 7 contains 6140 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6376 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26104 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 44411 members 
Mstep: Class 20 contains 81182 members 
Mstep: Class 22 contains 213697 members 
Mstep: Class 23 contains 156787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048816.000000 Penalty: 73299.523438
Iteration 291Q: 23 clusters Score -8.004882e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 18324 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46898 members 
Mstep: Class 7 contains 6140 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6374 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26103 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 44411 members 
Mstep: Class 20 contains 81179 members 
Mstep: Class 22 contains 213703 members 
Mstep: Class 23 contains 156786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048840.000000 Penalty: 73299.523438
Iteration 292Q: 23 clusters Score -8.004884e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 18322 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46899 members 
Mstep: Class 7 contains 6141 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6374 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26100 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 44410 members 
Mstep: Class 20 contains 81176 members 
Mstep: Class 22 contains 213715 members 
Mstep: Class 23 contains 156782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048832.000000 Penalty: 73299.523438
Iteration 293Q: 23 clusters Score -8.004883e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 18321 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46898 members 
Mstep: Class 7 contains 6141 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6373 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26099 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 44409 members 
Mstep: Class 20 contains 81175 members 
Mstep: Class 22 contains 213716 members 
Mstep: Class 23 contains 156784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048808.000000 Penalty: 73299.523438
Iteration 294Q: 23 clusters Score -8.004881e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 18321 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46899 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6374 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26097 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 44409 members 
Mstep: Class 20 contains 81174 members 
Mstep: Class 22 contains 213711 members 
Mstep: Class 23 contains 156789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048840.000000 Penalty: 73299.523438
Iteration 295Q: 23 clusters Score -8.004884e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 18321 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46900 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6373 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26096 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 44406 members 
Mstep: Class 20 contains 81175 members 
Mstep: Class 22 contains 213709 members 
Mstep: Class 23 contains 156793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048832.000000 Penalty: 73299.523438
Iteration 296Q: 23 clusters Score -8.004883e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 18321 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46900 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6372 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26096 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 44401 members 
Mstep: Class 20 contains 81179 members 
Mstep: Class 22 contains 213709 members 
Mstep: Class 23 contains 156795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048824.000000 Penalty: 73299.523438
Iteration 297Q: 23 clusters Score -8.004882e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 18320 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46899 members 
Mstep: Class 7 contains 6141 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6372 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26097 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 44396 members 
Mstep: Class 20 contains 81183 members 
Mstep: Class 22 contains 213709 members 
Mstep: Class 23 contains 156797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048712.000000 Penalty: 73299.523438
Iteration 298Q: 23 clusters Score -8.004871e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 18320 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46900 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6372 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26097 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 44392 members 
Mstep: Class 20 contains 81183 members 
Mstep: Class 22 contains 213708 members 
Mstep: Class 23 contains 156801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048752.000000 Penalty: 73299.523438
Iteration 299Q: 23 clusters Score -8.004875e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 18319 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46900 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6372 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26097 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 44386 members 
Mstep: Class 20 contains 81182 members 
Mstep: Class 22 contains 213712 members 
Mstep: Class 23 contains 156805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048736.000000 Penalty: 73299.523438
Iteration 300F: 23 clusters Score -8.004874e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 18318 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46902 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6372 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26097 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 44380 members 
Mstep: Class 20 contains 81181 members 
Mstep: Class 22 contains 213711 members 
Mstep: Class 23 contains 156812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048776.000000 Penalty: 73299.523438
Iteration 301Q: 23 clusters Score -8.004878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 18318 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46904 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6372 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26096 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 44376 members 
Mstep: Class 20 contains 81180 members 
Mstep: Class 22 contains 213710 members 
Mstep: Class 23 contains 156817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048768.000000 Penalty: 73299.523438
Iteration 302Q: 23 clusters Score -8.004877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 18318 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46904 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6372 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26096 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 44373 members 
Mstep: Class 20 contains 81180 members 
Mstep: Class 22 contains 213711 members 
Mstep: Class 23 contains 156819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048752.000000 Penalty: 73299.523438
Iteration 303Q: 23 clusters Score -8.004875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 18318 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46904 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6372 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26097 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 44371 members 
Mstep: Class 20 contains 81180 members 
Mstep: Class 22 contains 213712 members 
Mstep: Class 23 contains 156819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048752.000000 Penalty: 73299.523438
Iteration 304Q: 23 clusters Score -8.004875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 18318 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46904 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6372 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26097 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 44372 members 
Mstep: Class 20 contains 81179 members 
Mstep: Class 22 contains 213712 members 
Mstep: Class 23 contains 156819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048752.000000 Penalty: 73299.523438
Iteration 305Q: 23 clusters Score -8.004875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 18318 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46904 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6372 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26097 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 44372 members 
Mstep: Class 20 contains 81179 members 
Mstep: Class 22 contains 213712 members 
Mstep: Class 23 contains 156819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80048752.000000 Penalty: 73299.523438
Iteration 306F: 23 clusters Score -8.004875e+07 nChanged 0
Entering ConstructFrom: 
Score: -80048752.000000 Penalty: 73299.523438
Entering ConstructFrom: 
Trying to split cluster 1 (31170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Entering Unmasked Estep 
Score: -3762720.500000 Penalty: 2566.108643
	Iteration 0F: 2 clusters Score -3762720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -3741445.250000 Penalty: 5132.217285
	Iteration 0F: 3 clusters Score -3741445 nChanged 14084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -3749081.500000 Penalty: 5132.217285
	Iteration 1F: 3 clusters Score -3749082 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -3749585.750000 Penalty: 5132.217285
	Iteration 2Q: 3 clusters Score -3749586 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -3750119.750000 Penalty: 5132.217285
	Iteration 3Q: 3 clusters Score -3750120 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -3750794.500000 Penalty: 5132.217285
	Iteration 4Q: 3 clusters Score -3750794 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -3751624.000000 Penalty: 5132.217285
	Iteration 5Q: 3 clusters Score -3751624 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -3752669.000000 Penalty: 5132.217285
	Iteration 6F: 3 clusters Score -3752669 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -3753908.000000 Penalty: 5132.217285
	Iteration 7F: 3 clusters Score -3753908 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -3755297.750000 Penalty: 5132.217285
	Iteration 8F: 3 clusters Score -3755298 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -3756602.500000 Penalty: 5132.217285
	Iteration 9F: 3 clusters Score -3756602 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -3757726.750000 Penalty: 5132.217285
	Iteration 10Q: 3 clusters Score -3757727 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -3758618.250000 Penalty: 5132.217285
	Iteration 11Q: 3 clusters Score -3758618 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -3759299.750000 Penalty: 5132.217285
	Iteration 12Q: 3 clusters Score -3759300 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -3759783.250000 Penalty: 5132.217285
	Iteration 13Q: 3 clusters Score -3759783 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -3760027.500000 Penalty: 5132.217285
	Iteration 14Q: 3 clusters Score -3760028 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -3760184.750000 Penalty: 5132.217285
	Iteration 15Q: 3 clusters Score -3760185 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -3760271.000000 Penalty: 5132.217285
	Iteration 16Q: 3 clusters Score -3760271 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -3760336.750000 Penalty: 5132.217285
	Iteration 17Q: 3 clusters Score -3760337 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -3760388.500000 Penalty: 5132.217285
	Iteration 18Q: 3 clusters Score -3760388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -3760419.000000 Penalty: 5132.217285
	Iteration 19Q: 3 clusters Score -3760419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -3760449.500000 Penalty: 5132.217285
	Iteration 20F: 3 clusters Score -3760450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -3760477.000000 Penalty: 5132.217285
	Iteration 21Q: 3 clusters Score -3760477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -3760485.750000 Penalty: 5132.217285
	Iteration 22Q: 3 clusters Score -3760486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -3760501.000000 Penalty: 5132.217285
	Iteration 23Q: 3 clusters Score -3760501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -3760505.250000 Penalty: 5132.217285
	Iteration 24Q: 3 clusters Score -3760505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -3760507.750000 Penalty: 5132.217285
	Iteration 25Q: 3 clusters Score -3760508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -3760517.250000 Penalty: 5132.217285
	Iteration 26Q: 3 clusters Score -3760517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -3760523.250000 Penalty: 5132.217285
	Iteration 27Q: 3 clusters Score -3760523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -3760523.000000 Penalty: 5132.217285
	Iteration 28Q: 3 clusters Score -3760523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -3760523.000000 Penalty: 5132.217285
	Iteration 29F: 3 clusters Score -3760523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Entering Unmasked Estep 
Score: -2219897.000000 Penalty: 2434.278564
	Iteration 0F: 2 clusters Score -2219897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2206988.750000 Penalty: 4868.557129
	Iteration 0F: 3 clusters Score -2206989 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2211252.250000 Penalty: 4868.557129
	Iteration 1F: 3 clusters Score -2211252 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2211627.500000 Penalty: 4868.557129
	Iteration 2F: 3 clusters Score -2211628 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2211905.250000 Penalty: 4868.557129
	Iteration 3Q: 3 clusters Score -2211905 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2212093.000000 Penalty: 4868.557129
	Iteration 4Q: 3 clusters Score -2212093 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2212247.000000 Penalty: 4868.557129
	Iteration 5Q: 3 clusters Score -2212247 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2212369.000000 Penalty: 4868.557129
	Iteration 6Q: 3 clusters Score -2212369 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2212461.500000 Penalty: 4868.557129
	Iteration 7Q: 3 clusters Score -2212462 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2212547.750000 Penalty: 4868.557129
	Iteration 8Q: 3 clusters Score -2212548 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2212627.250000 Penalty: 4868.557129
	Iteration 9Q: 3 clusters Score -2212627 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2212721.250000 Penalty: 4868.557129
	Iteration 10Q: 3 clusters Score -2212721 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2212785.250000 Penalty: 4868.557129
	Iteration 11Q: 3 clusters Score -2212785 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2212860.500000 Penalty: 4868.557129
	Iteration 12Q: 3 clusters Score -2212860 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2212947.750000 Penalty: 4868.557129
	Iteration 13Q: 3 clusters Score -2212948 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2213078.500000 Penalty: 4868.557129
	Iteration 14Q: 3 clusters Score -2213078 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2213276.500000 Penalty: 4868.557129
	Iteration 15Q: 3 clusters Score -2213276 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2213567.750000 Penalty: 4868.557129
	Iteration 16Q: 3 clusters Score -2213568 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2213990.000000 Penalty: 4868.557129
	Iteration 17Q: 3 clusters Score -2213990 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2214552.750000 Penalty: 4868.557129
	Iteration 18Q: 3 clusters Score -2214553 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2215249.500000 Penalty: 4868.557129
	Iteration 19Q: 3 clusters Score -2215250 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2215962.250000 Penalty: 4868.557129
	Iteration 20F: 3 clusters Score -2215962 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2216608.250000 Penalty: 4868.557129
	Iteration 21Q: 3 clusters Score -2216608 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2217053.500000 Penalty: 4868.557129
	Iteration 22Q: 3 clusters Score -2217054 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2217339.000000 Penalty: 4868.557129
	Iteration 23Q: 3 clusters Score -2217339 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2217511.750000 Penalty: 4868.557129
	Iteration 24Q: 3 clusters Score -2217512 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2217635.500000 Penalty: 4868.557129
	Iteration 25Q: 3 clusters Score -2217636 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -2217716.250000 Penalty: 4868.557129
	Iteration 26Q: 3 clusters Score -2217716 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2217781.500000 Penalty: 4868.557129
	Iteration 27Q: 3 clusters Score -2217782 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2217815.750000 Penalty: 4868.557129
	Iteration 28Q: 3 clusters Score -2217816 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2217848.250000 Penalty: 4868.557129
	Iteration 29Q: 3 clusters Score -2217848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2217865.500000 Penalty: 4868.557129
	Iteration 30Q: 3 clusters Score -2217866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2217885.000000 Penalty: 4868.557129
	Iteration 31Q: 3 clusters Score -2217885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2217892.500000 Penalty: 4868.557129
	Iteration 32Q: 3 clusters Score -2217892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2217902.500000 Penalty: 4868.557129
	Iteration 33Q: 3 clusters Score -2217902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -2217917.250000 Penalty: 4868.557129
	Iteration 34Q: 3 clusters Score -2217917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2217916.000000 Penalty: 4868.557129
	Iteration 35Q: 3 clusters Score -2217916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2217922.000000 Penalty: 4868.557129
	Iteration 36Q: 3 clusters Score -2217922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2217923.750000 Penalty: 4868.557129
	Iteration 37Q: 3 clusters Score -2217924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2217933.750000 Penalty: 4868.557129
	Iteration 38Q: 3 clusters Score -2217934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2217933.000000 Penalty: 4868.557129
	Iteration 39Q: 3 clusters Score -2217933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2217932.000000 Penalty: 4868.557129
	Iteration 40F: 3 clusters Score -2217932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2217936.750000 Penalty: 4868.557129
	Iteration 41Q: 3 clusters Score -2217937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2217936.750000 Penalty: 4868.557129
	Iteration 42F: 3 clusters Score -2217937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Entering Unmasked Estep 
Score: -531422.000000 Penalty: 2081.461426
	Iteration 0F: 2 clusters Score -531422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -527323.875000 Penalty: 4162.922852
	Iteration 0F: 3 clusters Score -527323.9 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -528258.562500 Penalty: 4162.922852
	Iteration 1F: 3 clusters Score -528258.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -528424.000000 Penalty: 4162.922852
	Iteration 2F: 3 clusters Score -528424 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -528519.875000 Penalty: 4162.922852
	Iteration 3Q: 3 clusters Score -528519.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -528572.687500 Penalty: 4162.922852
	Iteration 4Q: 3 clusters Score -528572.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -528597.750000 Penalty: 4162.922852
	Iteration 5Q: 3 clusters Score -528597.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -528617.437500 Penalty: 4162.922852
	Iteration 6Q: 3 clusters Score -528617.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -528632.437500 Penalty: 4162.922852
	Iteration 7Q: 3 clusters Score -528632.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -528643.250000 Penalty: 4162.922852
	Iteration 8Q: 3 clusters Score -528643.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -528653.625000 Penalty: 4162.922852
	Iteration 9Q: 3 clusters Score -528653.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -528663.375000 Penalty: 4162.922852
	Iteration 10Q: 3 clusters Score -528663.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -528669.500000 Penalty: 4162.922852
	Iteration 11Q: 3 clusters Score -528669.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -528675.687500 Penalty: 4162.922852
	Iteration 12Q: 3 clusters Score -528675.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -528683.375000 Penalty: 4162.922852
	Iteration 13Q: 3 clusters Score -528683.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -528692.062500 Penalty: 4162.922852
	Iteration 14Q: 3 clusters Score -528692.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -528696.750000 Penalty: 4162.922852
	Iteration 15Q: 3 clusters Score -528696.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -528701.437500 Penalty: 4162.922852
	Iteration 16Q: 3 clusters Score -528701.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -528706.250000 Penalty: 4162.922852
	Iteration 17Q: 3 clusters Score -528706.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -528708.937500 Penalty: 4162.922852
	Iteration 18Q: 3 clusters Score -528708.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -528711.312500 Penalty: 4162.922852
	Iteration 19Q: 3 clusters Score -528711.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -528711.312500 Penalty: 4162.922852
	Iteration 20F: 3 clusters Score -528711.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -528712.687500 Penalty: 4162.922852
	Iteration 21Q: 3 clusters Score -528712.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -528712.937500 Penalty: 4162.922852
	Iteration 22Q: 3 clusters Score -528712.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -528712.937500 Penalty: 4162.922852
	Iteration 23F: 3 clusters Score -528712.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Entering Unmasked Estep 
Score: -281651.343750 Penalty: 1925.123779
	Iteration 0F: 2 clusters Score -281651.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -278792.562500 Penalty: 3850.247559
	Iteration 0F: 3 clusters Score -278792.6 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -279277.125000 Penalty: 3850.247559
	Iteration 1F: 3 clusters Score -279277.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -279397.968750 Penalty: 3850.247559
	Iteration 2F: 3 clusters Score -279398 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -279454.531250 Penalty: 3850.247559
	Iteration 3Q: 3 clusters Score -279454.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -279487.031250 Penalty: 3850.247559
	Iteration 4Q: 3 clusters Score -279487 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -279517.468750 Penalty: 3850.247559
	Iteration 5Q: 3 clusters Score -279517.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -279543.250000 Penalty: 3850.247559
	Iteration 6Q: 3 clusters Score -279543.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -279560.375000 Penalty: 3850.247559
	Iteration 7Q: 3 clusters Score -279560.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -279573.343750 Penalty: 3850.247559
	Iteration 8Q: 3 clusters Score -279573.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -279581.593750 Penalty: 3850.247559
	Iteration 9Q: 3 clusters Score -279581.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -279585.031250 Penalty: 3850.247559
	Iteration 10Q: 3 clusters Score -279585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -279587.750000 Penalty: 3850.247559
	Iteration 11Q: 3 clusters Score -279587.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -279590.968750 Penalty: 3850.247559
	Iteration 12Q: 3 clusters Score -279591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -279592.906250 Penalty: 3850.247559
	Iteration 13Q: 3 clusters Score -279592.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -279596.625000 Penalty: 3850.247559
	Iteration 14Q: 3 clusters Score -279596.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -279597.281250 Penalty: 3850.247559
	Iteration 15Q: 3 clusters Score -279597.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -279598.468750 Penalty: 3850.247559
	Iteration 16Q: 3 clusters Score -279598.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -279600.125000 Penalty: 3850.247559
	Iteration 17Q: 3 clusters Score -279600.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -279600.531250 Penalty: 3850.247559
	Iteration 18Q: 3 clusters Score -279600.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -279601.562500 Penalty: 3850.247559
	Iteration 19Q: 3 clusters Score -279601.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -279604.250000 Penalty: 3850.247559
	Iteration 20F: 3 clusters Score -279604.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -279608.906250 Penalty: 3850.247559
	Iteration 21Q: 3 clusters Score -279608.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -279612.812500 Penalty: 3850.247559
	Iteration 22Q: 3 clusters Score -279612.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -279615.250000 Penalty: 3850.247559
	Iteration 23Q: 3 clusters Score -279615.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -279617.468750 Penalty: 3850.247559
	Iteration 24Q: 3 clusters Score -279617.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -279619.187500 Penalty: 3850.247559
	Iteration 25Q: 3 clusters Score -279619.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -279620.125000 Penalty: 3850.247559
	Iteration 26Q: 3 clusters Score -279620.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -279620.125000 Penalty: 3850.247559
	Iteration 27F: 3 clusters Score -279620.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Entering Unmasked Estep 
Score: -438523.312500 Penalty: 2046.153687
	Iteration 0F: 2 clusters Score -438523.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -434756.468750 Penalty: 4092.307373
	Iteration 0F: 3 clusters Score -434756.5 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -435646.531250 Penalty: 4092.307373
	Iteration 1F: 3 clusters Score -435646.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -435948.656250 Penalty: 4092.307373
	Iteration 2F: 3 clusters Score -435948.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -436157.812500 Penalty: 4092.307373
	Iteration 3F: 3 clusters Score -436157.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -436317.156250 Penalty: 4092.307373
	Iteration 4F: 3 clusters Score -436317.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -436428.750000 Penalty: 4092.307373
	Iteration 5Q: 3 clusters Score -436428.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -436518.906250 Penalty: 4092.307373
	Iteration 6Q: 3 clusters Score -436518.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -436595.968750 Penalty: 4092.307373
	Iteration 7Q: 3 clusters Score -436596 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -436657.437500 Penalty: 4092.307373
	Iteration 8Q: 3 clusters Score -436657.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -436707.593750 Penalty: 4092.307373
	Iteration 9Q: 3 clusters Score -436707.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -436741.531250 Penalty: 4092.307373
	Iteration 10Q: 3 clusters Score -436741.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -436774.281250 Penalty: 4092.307373
	Iteration 11Q: 3 clusters Score -436774.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -436800.406250 Penalty: 4092.307373
	Iteration 12Q: 3 clusters Score -436800.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -436820.718750 Penalty: 4092.307373
	Iteration 13Q: 3 clusters Score -436820.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -436841.218750 Penalty: 4092.307373
	Iteration 14Q: 3 clusters Score -436841.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -436858.500000 Penalty: 4092.307373
	Iteration 15Q: 3 clusters Score -436858.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -436874.750000 Penalty: 4092.307373
	Iteration 16Q: 3 clusters Score -436874.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -436890.781250 Penalty: 4092.307373
	Iteration 17Q: 3 clusters Score -436890.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -436908.406250 Penalty: 4092.307373
	Iteration 18Q: 3 clusters Score -436908.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -436929.343750 Penalty: 4092.307373
	Iteration 19Q: 3 clusters Score -436929.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -436946.406250 Penalty: 4092.307373
	Iteration 20F: 3 clusters Score -436946.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -436962.156250 Penalty: 4092.307373
	Iteration 21Q: 3 clusters Score -436962.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -436972.437500 Penalty: 4092.307373
	Iteration 22Q: 3 clusters Score -436972.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -436978.000000 Penalty: 4092.307373
	Iteration 23Q: 3 clusters Score -436978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -436983.250000 Penalty: 4092.307373
	Iteration 24Q: 3 clusters Score -436983.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -436987.343750 Penalty: 4092.307373
	Iteration 25Q: 3 clusters Score -436987.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -436989.031250 Penalty: 4092.307373
	Iteration 26Q: 3 clusters Score -436989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -436991.406250 Penalty: 4092.307373
	Iteration 27Q: 3 clusters Score -436991.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -436992.031250 Penalty: 4092.307373
	Iteration 28Q: 3 clusters Score -436992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -436993.781250 Penalty: 4092.307373
	Iteration 29Q: 3 clusters Score -436993.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -436996.187500 Penalty: 4092.307373
	Iteration 30Q: 3 clusters Score -436996.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -436997.968750 Penalty: 4092.307373
	Iteration 31Q: 3 clusters Score -436998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -436997.968750 Penalty: 4092.307373
	Iteration 32F: 3 clusters Score -436998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Entering Unmasked Estep 
Score: -5481376.500000 Penalty: 2667.452881
	Iteration 0F: 2 clusters Score -5481376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -5449683.000000 Penalty: 5334.905762
	Iteration 0F: 3 clusters Score -5449683 nChanged 21749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -5461583.000000 Penalty: 5334.905762
	Iteration 1F: 3 clusters Score -5461583 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -5462100.500000 Penalty: 5334.905762
	Iteration 2Q: 3 clusters Score -5462100 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -5462610.000000 Penalty: 5334.905762
	Iteration 3Q: 3 clusters Score -5462610 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -5463122.500000 Penalty: 5334.905762
	Iteration 4Q: 3 clusters Score -5463122 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -5463788.000000 Penalty: 5334.905762
	Iteration 5Q: 3 clusters Score -5463788 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -5464668.500000 Penalty: 5334.905762
	Iteration 6Q: 3 clusters Score -5464668 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -5466097.000000 Penalty: 5334.905762
	Iteration 7F: 3 clusters Score -5466097 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -5468224.000000 Penalty: 5334.905762
	Iteration 8F: 3 clusters Score -5468224 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -5471227.000000 Penalty: 5334.905762
	Iteration 9F: 3 clusters Score -5471227 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -5474469.000000 Penalty: 5334.905762
	Iteration 10F: 3 clusters Score -5474469 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -5476924.000000 Penalty: 5334.905762
	Iteration 11F: 3 clusters Score -5476924 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -5478131.500000 Penalty: 5334.905762
	Iteration 12Q: 3 clusters Score -5478132 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -5478651.000000 Penalty: 5334.905762
	Iteration 13Q: 3 clusters Score -5478651 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -5478834.000000 Penalty: 5334.905762
	Iteration 14Q: 3 clusters Score -5478834 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -5478940.000000 Penalty: 5334.905762
	Iteration 15Q: 3 clusters Score -5478940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -5478972.000000 Penalty: 5334.905762
	Iteration 16Q: 3 clusters Score -5478972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -5478988.500000 Penalty: 5334.905762
	Iteration 17Q: 3 clusters Score -5478988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -5478992.500000 Penalty: 5334.905762
	Iteration 18Q: 3 clusters Score -5478992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -5479001.500000 Penalty: 5334.905762
	Iteration 19Q: 3 clusters Score -5479002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -5479007.000000 Penalty: 5334.905762
	Iteration 20F: 3 clusters Score -5479007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 46650 members 
Entering Unmasked Estep 
Score: -5479015.500000 Penalty: 5334.905762
	Iteration 21Q: 3 clusters Score -5479016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -5479014.500000 Penalty: 5334.905762
	Iteration 22Q: 3 clusters Score -5479014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -5479031.000000 Penalty: 5334.905762
	Iteration 23Q: 3 clusters Score -5479031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -5479033.500000 Penalty: 5334.905762
	Iteration 24Q: 3 clusters Score -5479034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -5479036.000000 Penalty: 5334.905762
	Iteration 25Q: 3 clusters Score -5479036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -5479053.000000 Penalty: 5334.905762
	Iteration 26Q: 3 clusters Score -5479053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -5479059.500000 Penalty: 5334.905762
	Iteration 27Q: 3 clusters Score -5479060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -5479060.000000 Penalty: 5334.905762
	Iteration 28Q: 3 clusters Score -5479060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -5479068.500000 Penalty: 5334.905762
	Iteration 29Q: 3 clusters Score -5479068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -5479076.000000 Penalty: 5334.905762
	Iteration 30Q: 3 clusters Score -5479076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -5479079.000000 Penalty: 5334.905762
	Iteration 31Q: 3 clusters Score -5479079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -5479082.000000 Penalty: 5334.905762
	Iteration 32Q: 3 clusters Score -5479082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -5479088.000000 Penalty: 5334.905762
	Iteration 33Q: 3 clusters Score -5479088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -5479088.000000 Penalty: 5334.905762
	Iteration 34F: 3 clusters Score -5479088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Entering Unmasked Estep 
Score: -693290.812500 Penalty: 2163.280762
	Iteration 0F: 2 clusters Score -693290.8 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 3002 members 
Entering Unmasked Estep 
Score: -688016.062500 Penalty: 4326.561523
	Iteration 0F: 3 clusters Score -688016.1 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -689314.875000 Penalty: 4326.561523
	Iteration 1F: 3 clusters Score -689314.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -689556.187500 Penalty: 4326.561523
	Iteration 2F: 3 clusters Score -689556.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -689742.500000 Penalty: 4326.561523
	Iteration 3F: 3 clusters Score -689742.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -689981.000000 Penalty: 4326.561523
	Iteration 4Q: 3 clusters Score -689981 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -690213.937500 Penalty: 4326.561523
	Iteration 5Q: 3 clusters Score -690213.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -690386.937500 Penalty: 4326.561523
	Iteration 6Q: 3 clusters Score -690386.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -690532.125000 Penalty: 4326.561523
	Iteration 7Q: 3 clusters Score -690532.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -690660.500000 Penalty: 4326.561523
	Iteration 8Q: 3 clusters Score -690660.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -690774.437500 Penalty: 4326.561523
	Iteration 9Q: 3 clusters Score -690774.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -690862.750000 Penalty: 4326.561523
	Iteration 10Q: 3 clusters Score -690862.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -690936.687500 Penalty: 4326.561523
	Iteration 11Q: 3 clusters Score -690936.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -690995.875000 Penalty: 4326.561523
	Iteration 12Q: 3 clusters Score -690995.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -691035.812500 Penalty: 4326.561523
	Iteration 13Q: 3 clusters Score -691035.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -691070.875000 Penalty: 4326.561523
	Iteration 14Q: 3 clusters Score -691070.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -691106.875000 Penalty: 4326.561523
	Iteration 15Q: 3 clusters Score -691106.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -691143.812500 Penalty: 4326.561523
	Iteration 16Q: 3 clusters Score -691143.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -691180.812500 Penalty: 4326.561523
	Iteration 17Q: 3 clusters Score -691180.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -691206.187500 Penalty: 4326.561523
	Iteration 18Q: 3 clusters Score -691206.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -691228.500000 Penalty: 4326.561523
	Iteration 19Q: 3 clusters Score -691228.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -691249.062500 Penalty: 4326.561523
	Iteration 20F: 3 clusters Score -691249.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -691270.812500 Penalty: 4326.561523
	Iteration 21Q: 3 clusters Score -691270.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -691294.312500 Penalty: 4326.561523
	Iteration 22Q: 3 clusters Score -691294.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -691313.562500 Penalty: 4326.561523
	Iteration 23Q: 3 clusters Score -691313.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -691331.500000 Penalty: 4326.561523
	Iteration 24Q: 3 clusters Score -691331.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -691351.250000 Penalty: 4326.561523
	Iteration 25Q: 3 clusters Score -691351.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -691371.875000 Penalty: 4326.561523
	Iteration 26Q: 3 clusters Score -691371.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -691382.687500 Penalty: 4326.561523
	Iteration 27Q: 3 clusters Score -691382.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -691395.937500 Penalty: 4326.561523
	Iteration 28Q: 3 clusters Score -691395.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -691406.937500 Penalty: 4326.561523
	Iteration 29Q: 3 clusters Score -691406.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -691417.812500 Penalty: 4326.561523
	Iteration 30Q: 3 clusters Score -691417.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -691431.437500 Penalty: 4326.561523
	Iteration 31Q: 3 clusters Score -691431.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -691444.000000 Penalty: 4326.561523
	Iteration 32Q: 3 clusters Score -691444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -691457.562500 Penalty: 4326.561523
	Iteration 33Q: 3 clusters Score -691457.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -691472.687500 Penalty: 4326.561523
	Iteration 34Q: 3 clusters Score -691472.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -691489.312500 Penalty: 4326.561523
	Iteration 35Q: 3 clusters Score -691489.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -691502.500000 Penalty: 4326.561523
	Iteration 36Q: 3 clusters Score -691502.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -691520.937500 Penalty: 4326.561523
	Iteration 37Q: 3 clusters Score -691520.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -691537.250000 Penalty: 4326.561523
	Iteration 38Q: 3 clusters Score -691537.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -691555.937500 Penalty: 4326.561523
	Iteration 39Q: 3 clusters Score -691555.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -691576.000000 Penalty: 4326.561523
	Iteration 40F: 3 clusters Score -691576 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -691598.250000 Penalty: 4326.561523
	Iteration 41Q: 3 clusters Score -691598.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -691619.437500 Penalty: 4326.561523
	Iteration 42Q: 3 clusters Score -691619.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -691655.750000 Penalty: 4326.561523
	Iteration 43Q: 3 clusters Score -691655.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -691693.562500 Penalty: 4326.561523
	Iteration 44Q: 3 clusters Score -691693.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -691724.000000 Penalty: 4326.561523
	Iteration 45Q: 3 clusters Score -691724 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -691760.312500 Penalty: 4326.561523
	Iteration 46Q: 3 clusters Score -691760.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -691792.500000 Penalty: 4326.561523
	Iteration 47Q: 3 clusters Score -691792.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -691830.875000 Penalty: 4326.561523
	Iteration 48Q: 3 clusters Score -691830.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -691876.812500 Penalty: 4326.561523
	Iteration 49Q: 3 clusters Score -691876.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -691927.562500 Penalty: 4326.561523
	Iteration 50Q: 3 clusters Score -691927.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -691969.000000 Penalty: 4326.561523
	Iteration 51Q: 3 clusters Score -691969 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -692010.187500 Penalty: 4326.561523
	Iteration 52Q: 3 clusters Score -692010.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -692048.750000 Penalty: 4326.561523
	Iteration 53Q: 3 clusters Score -692048.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -692095.312500 Penalty: 4326.561523
	Iteration 54Q: 3 clusters Score -692095.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -692142.375000 Penalty: 4326.561523
	Iteration 55Q: 3 clusters Score -692142.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -692195.500000 Penalty: 4326.561523
	Iteration 56Q: 3 clusters Score -692195.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -692251.437500 Penalty: 4326.561523
	Iteration 57Q: 3 clusters Score -692251.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -692298.437500 Penalty: 4326.561523
	Iteration 58Q: 3 clusters Score -692298.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -692349.687500 Penalty: 4326.561523
	Iteration 59Q: 3 clusters Score -692349.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -692419.562500 Penalty: 4326.561523
	Iteration 60F: 3 clusters Score -692419.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -692503.250000 Penalty: 4326.561523
	Iteration 61Q: 3 clusters Score -692503.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -692576.437500 Penalty: 4326.561523
	Iteration 62Q: 3 clusters Score -692576.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -692636.312500 Penalty: 4326.561523
	Iteration 63Q: 3 clusters Score -692636.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -692696.000000 Penalty: 4326.561523
	Iteration 64Q: 3 clusters Score -692696 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -692742.812500 Penalty: 4326.561523
	Iteration 65Q: 3 clusters Score -692742.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -692782.250000 Penalty: 4326.561523
	Iteration 66Q: 3 clusters Score -692782.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -692811.375000 Penalty: 4326.561523
	Iteration 67Q: 3 clusters Score -692811.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -692833.500000 Penalty: 4326.561523
	Iteration 68Q: 3 clusters Score -692833.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -692861.125000 Penalty: 4326.561523
	Iteration 69Q: 3 clusters Score -692861.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -692878.437500 Penalty: 4326.561523
	Iteration 70Q: 3 clusters Score -692878.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -692894.000000 Penalty: 4326.561523
	Iteration 71Q: 3 clusters Score -692894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -692910.187500 Penalty: 4326.561523
	Iteration 72Q: 3 clusters Score -692910.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -692919.062500 Penalty: 4326.561523
	Iteration 73Q: 3 clusters Score -692919.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -692926.625000 Penalty: 4326.561523
	Iteration 74Q: 3 clusters Score -692926.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -692935.687500 Penalty: 4326.561523
	Iteration 75Q: 3 clusters Score -692935.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -692938.687500 Penalty: 4326.561523
	Iteration 76Q: 3 clusters Score -692938.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -692940.687500 Penalty: 4326.561523
	Iteration 77Q: 3 clusters Score -692940.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -692943.062500 Penalty: 4326.561523
	Iteration 78Q: 3 clusters Score -692943.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -692945.375000 Penalty: 4326.561523
	Iteration 79Q: 3 clusters Score -692945.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -692950.625000 Penalty: 4326.561523
	Iteration 80F: 3 clusters Score -692950.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -692956.875000 Penalty: 4326.561523
	Iteration 81Q: 3 clusters Score -692956.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -692963.062500 Penalty: 4326.561523
	Iteration 82Q: 3 clusters Score -692963.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -692968.375000 Penalty: 4326.561523
	Iteration 83Q: 3 clusters Score -692968.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -692973.500000 Penalty: 4326.561523
	Iteration 84Q: 3 clusters Score -692973.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -692978.812500 Penalty: 4326.561523
	Iteration 85Q: 3 clusters Score -692978.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -692983.687500 Penalty: 4326.561523
	Iteration 86Q: 3 clusters Score -692983.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -692987.187500 Penalty: 4326.561523
	Iteration 87Q: 3 clusters Score -692987.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -692990.375000 Penalty: 4326.561523
	Iteration 88Q: 3 clusters Score -692990.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -692995.125000 Penalty: 4326.561523
	Iteration 89Q: 3 clusters Score -692995.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -692996.687500 Penalty: 4326.561523
	Iteration 90Q: 3 clusters Score -692996.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -692997.812500 Penalty: 4326.561523
	Iteration 91Q: 3 clusters Score -692997.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -692999.312500 Penalty: 4326.561523
	Iteration 92Q: 3 clusters Score -692999.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -693000.375000 Penalty: 4326.561523
	Iteration 93Q: 3 clusters Score -693000.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -693002.562500 Penalty: 4326.561523
	Iteration 94Q: 3 clusters Score -693002.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -693007.375000 Penalty: 4326.561523
	Iteration 95Q: 3 clusters Score -693007.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -693014.000000 Penalty: 4326.561523
	Iteration 96Q: 3 clusters Score -693014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -693022.687500 Penalty: 4326.561523
	Iteration 97Q: 3 clusters Score -693022.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -693037.437500 Penalty: 4326.561523
	Iteration 98Q: 3 clusters Score -693037.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -693043.812500 Penalty: 4326.561523
	Iteration 99Q: 3 clusters Score -693043.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -693054.062500 Penalty: 4326.561523
	Iteration 100F: 3 clusters Score -693054.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -693060.125000 Penalty: 4326.561523
	Iteration 101Q: 3 clusters Score -693060.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -693074.000000 Penalty: 4326.561523
	Iteration 102Q: 3 clusters Score -693074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -693089.750000 Penalty: 4326.561523
	Iteration 103Q: 3 clusters Score -693089.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -693106.875000 Penalty: 4326.561523
	Iteration 104Q: 3 clusters Score -693106.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -693125.875000 Penalty: 4326.561523
	Iteration 105Q: 3 clusters Score -693125.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -693135.812500 Penalty: 4326.561523
	Iteration 106Q: 3 clusters Score -693135.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -693141.187500 Penalty: 4326.561523
	Iteration 107Q: 3 clusters Score -693141.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -693145.312500 Penalty: 4326.561523
	Iteration 108Q: 3 clusters Score -693145.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -693147.000000 Penalty: 4326.561523
	Iteration 109Q: 3 clusters Score -693147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -693148.750000 Penalty: 4326.561523
	Iteration 110Q: 3 clusters Score -693148.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -693148.750000 Penalty: 4326.561523
	Iteration 111Q: 3 clusters Score -693148.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -693148.750000 Penalty: 4326.561523
	Iteration 112F: 3 clusters Score -693148.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -134415.546875 Penalty: 1752.695312
	Iteration 0F: 2 clusters Score -134415.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -132355.437500 Penalty: 3505.390625
	Iteration 0F: 3 clusters Score -132355.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -132661.546875 Penalty: 3505.390625
	Iteration 1F: 3 clusters Score -132661.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -132745.000000 Penalty: 3505.390625
	Iteration 2F: 3 clusters Score -132745 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -132785.625000 Penalty: 3505.390625
	Iteration 3Q: 3 clusters Score -132785.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -132806.609375 Penalty: 3505.390625
	Iteration 4Q: 3 clusters Score -132806.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -132823.921875 Penalty: 3505.390625
	Iteration 5Q: 3 clusters Score -132823.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -132840.687500 Penalty: 3505.390625
	Iteration 6Q: 3 clusters Score -132840.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -132851.484375 Penalty: 3505.390625
	Iteration 7Q: 3 clusters Score -132851.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -132855.937500 Penalty: 3505.390625
	Iteration 8Q: 3 clusters Score -132855.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -132858.171875 Penalty: 3505.390625
	Iteration 9Q: 3 clusters Score -132858.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -132860.234375 Penalty: 3505.390625
	Iteration 10Q: 3 clusters Score -132860.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -132863.281250 Penalty: 3505.390625
	Iteration 11Q: 3 clusters Score -132863.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -132865.515625 Penalty: 3505.390625
	Iteration 12Q: 3 clusters Score -132865.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -132869.578125 Penalty: 3505.390625
	Iteration 13Q: 3 clusters Score -132869.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -132874.140625 Penalty: 3505.390625
	Iteration 14Q: 3 clusters Score -132874.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -132875.625000 Penalty: 3505.390625
	Iteration 15Q: 3 clusters Score -132875.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -132877.187500 Penalty: 3505.390625
	Iteration 16Q: 3 clusters Score -132877.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -132880.171875 Penalty: 3505.390625
	Iteration 17Q: 3 clusters Score -132880.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -132882.656250 Penalty: 3505.390625
	Iteration 18Q: 3 clusters Score -132882.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -132887.000000 Penalty: 3505.390625
	Iteration 19Q: 3 clusters Score -132887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -132893.625000 Penalty: 3505.390625
	Iteration 20F: 3 clusters Score -132893.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -132898.453125 Penalty: 3505.390625
	Iteration 21Q: 3 clusters Score -132898.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -132900.109375 Penalty: 3505.390625
	Iteration 22Q: 3 clusters Score -132900.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -132903.765625 Penalty: 3505.390625
	Iteration 23Q: 3 clusters Score -132903.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -132908.281250 Penalty: 3505.390625
	Iteration 24Q: 3 clusters Score -132908.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -132910.593750 Penalty: 3505.390625
	Iteration 25Q: 3 clusters Score -132910.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -132915.906250 Penalty: 3505.390625
	Iteration 26Q: 3 clusters Score -132915.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -132923.093750 Penalty: 3505.390625
	Iteration 27Q: 3 clusters Score -132923.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -132932.578125 Penalty: 3505.390625
	Iteration 28Q: 3 clusters Score -132932.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -132939.500000 Penalty: 3505.390625
	Iteration 29Q: 3 clusters Score -132939.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -132942.875000 Penalty: 3505.390625
	Iteration 30Q: 3 clusters Score -132942.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -132944.875000 Penalty: 3505.390625
	Iteration 31Q: 3 clusters Score -132944.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -132945.093750 Penalty: 3505.390625
	Iteration 32Q: 3 clusters Score -132945.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -132945.093750 Penalty: 3505.390625
	Iteration 33F: 3 clusters Score -132945.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Entering Unmasked Estep 
Score: -205658.328125 Penalty: 1849.630127
	Iteration 0F: 2 clusters Score -205658.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -203214.546875 Penalty: 3699.260254
	Iteration 0F: 3 clusters Score -203214.5 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -203990.562500 Penalty: 3699.260254
	Iteration 1F: 3 clusters Score -203990.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -204378.687500 Penalty: 3699.260254
	Iteration 2F: 3 clusters Score -204378.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -204590.953125 Penalty: 3699.260254
	Iteration 3F: 3 clusters Score -204591 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -204742.515625 Penalty: 3699.260254
	Iteration 4F: 3 clusters Score -204742.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -204885.593750 Penalty: 3699.260254
	Iteration 5F: 3 clusters Score -204885.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -205001.781250 Penalty: 3699.260254
	Iteration 6Q: 3 clusters Score -205001.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -205093.140625 Penalty: 3699.260254
	Iteration 7Q: 3 clusters Score -205093.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -205156.781250 Penalty: 3699.260254
	Iteration 8Q: 3 clusters Score -205156.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -205194.609375 Penalty: 3699.260254
	Iteration 9Q: 3 clusters Score -205194.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -205218.484375 Penalty: 3699.260254
	Iteration 10Q: 3 clusters Score -205218.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -205230.359375 Penalty: 3699.260254
	Iteration 11Q: 3 clusters Score -205230.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -205242.125000 Penalty: 3699.260254
	Iteration 12Q: 3 clusters Score -205242.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -205246.140625 Penalty: 3699.260254
	Iteration 13Q: 3 clusters Score -205246.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -205251.406250 Penalty: 3699.260254
	Iteration 14Q: 3 clusters Score -205251.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -205254.468750 Penalty: 3699.260254
	Iteration 15Q: 3 clusters Score -205254.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -205256.093750 Penalty: 3699.260254
	Iteration 16Q: 3 clusters Score -205256.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -205260.046875 Penalty: 3699.260254
	Iteration 17Q: 3 clusters Score -205260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -205261.515625 Penalty: 3699.260254
	Iteration 18Q: 3 clusters Score -205261.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -205261.515625 Penalty: 3699.260254
	Iteration 19F: 3 clusters Score -205261.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -295888.531250 Penalty: 1943.419678
	Iteration 0F: 2 clusters Score -295888.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -292923.156250 Penalty: 3886.839355
	Iteration 0F: 3 clusters Score -292923.2 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -293474.875000 Penalty: 3886.839355
	Iteration 1F: 3 clusters Score -293474.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -293602.718750 Penalty: 3886.839355
	Iteration 2F: 3 clusters Score -293602.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -293662.218750 Penalty: 3886.839355
	Iteration 3Q: 3 clusters Score -293662.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -293707.312500 Penalty: 3886.839355
	Iteration 4Q: 3 clusters Score -293707.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -293742.562500 Penalty: 3886.839355
	Iteration 5Q: 3 clusters Score -293742.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -293765.312500 Penalty: 3886.839355
	Iteration 6Q: 3 clusters Score -293765.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -293784.781250 Penalty: 3886.839355
	Iteration 7Q: 3 clusters Score -293784.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -293803.281250 Penalty: 3886.839355
	Iteration 8Q: 3 clusters Score -293803.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -293824.781250 Penalty: 3886.839355
	Iteration 9Q: 3 clusters Score -293824.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -293840.187500 Penalty: 3886.839355
	Iteration 10Q: 3 clusters Score -293840.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -293850.906250 Penalty: 3886.839355
	Iteration 11Q: 3 clusters Score -293850.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -293859.187500 Penalty: 3886.839355
	Iteration 12Q: 3 clusters Score -293859.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -293863.343750 Penalty: 3886.839355
	Iteration 13Q: 3 clusters Score -293863.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -293867.625000 Penalty: 3886.839355
	Iteration 14Q: 3 clusters Score -293867.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -293873.375000 Penalty: 3886.839355
	Iteration 15Q: 3 clusters Score -293873.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -293876.156250 Penalty: 3886.839355
	Iteration 16Q: 3 clusters Score -293876.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -293878.375000 Penalty: 3886.839355
	Iteration 17Q: 3 clusters Score -293878.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -293880.562500 Penalty: 3886.839355
	Iteration 18Q: 3 clusters Score -293880.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -293882.750000 Penalty: 3886.839355
	Iteration 19Q: 3 clusters Score -293882.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -293883.312500 Penalty: 3886.839355
	Iteration 20F: 3 clusters Score -293883.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -293883.406250 Penalty: 3886.839355
	Iteration 21Q: 3 clusters Score -293883.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -293885.437500 Penalty: 3886.839355
	Iteration 22Q: 3 clusters Score -293885.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -293885.812500 Penalty: 3886.839355
	Iteration 23Q: 3 clusters Score -293885.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -293886.406250 Penalty: 3886.839355
	Iteration 24Q: 3 clusters Score -293886.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -293887.718750 Penalty: 3886.839355
	Iteration 25Q: 3 clusters Score -293887.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -293888.625000 Penalty: 3886.839355
	Iteration 26Q: 3 clusters Score -293888.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -293890.093750 Penalty: 3886.839355
	Iteration 27Q: 3 clusters Score -293890.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -293890.187500 Penalty: 3886.839355
	Iteration 28Q: 3 clusters Score -293890.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -293890.343750 Penalty: 3886.839355
	Iteration 29Q: 3 clusters Score -293890.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -293890.343750 Penalty: 3886.839355
	Iteration 30F: 3 clusters Score -293890.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Entering Unmasked Estep 
Score: -705959.500000 Penalty: 2151.158447
	Iteration 0F: 2 clusters Score -705959.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -700993.062500 Penalty: 4302.316895
	Iteration 0F: 3 clusters Score -700993.1 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -702258.000000 Penalty: 4302.316895
	Iteration 1F: 3 clusters Score -702258 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -702701.625000 Penalty: 4302.316895
	Iteration 2F: 3 clusters Score -702701.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -703205.375000 Penalty: 4302.316895
	Iteration 3F: 3 clusters Score -703205.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -703733.437500 Penalty: 4302.316895
	Iteration 4F: 3 clusters Score -703733.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -704220.062500 Penalty: 4302.316895
	Iteration 5F: 3 clusters Score -704220.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -704570.750000 Penalty: 4302.316895
	Iteration 6F: 3 clusters Score -704570.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -704765.812500 Penalty: 4302.316895
	Iteration 7Q: 3 clusters Score -704765.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -704859.250000 Penalty: 4302.316895
	Iteration 8Q: 3 clusters Score -704859.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -704912.062500 Penalty: 4302.316895
	Iteration 9Q: 3 clusters Score -704912.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -704942.687500 Penalty: 4302.316895
	Iteration 10Q: 3 clusters Score -704942.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -704957.687500 Penalty: 4302.316895
	Iteration 11Q: 3 clusters Score -704957.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -704963.937500 Penalty: 4302.316895
	Iteration 12Q: 3 clusters Score -704963.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -704966.187500 Penalty: 4302.316895
	Iteration 13Q: 3 clusters Score -704966.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -704968.750000 Penalty: 4302.316895
	Iteration 14Q: 3 clusters Score -704968.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -704969.437500 Penalty: 4302.316895
	Iteration 15Q: 3 clusters Score -704969.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -704968.937500 Penalty: 4302.316895
	Iteration 16Q: 3 clusters Score -704968.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -704968.937500 Penalty: 4302.316895
	Iteration 17F: 3 clusters Score -704968.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Entering Unmasked Estep 
Score: -765464.125000 Penalty: 2172.397705
	Iteration 0F: 2 clusters Score -765464.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -760138.375000 Penalty: 4344.795410
	Iteration 0F: 3 clusters Score -760138.4 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -761408.437500 Penalty: 4344.795410
	Iteration 1F: 3 clusters Score -761408.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -761630.812500 Penalty: 4344.795410
	Iteration 2F: 3 clusters Score -761630.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -761813.875000 Penalty: 4344.795410
	Iteration 3F: 3 clusters Score -761813.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -761992.875000 Penalty: 4344.795410
	Iteration 4Q: 3 clusters Score -761992.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -762218.375000 Penalty: 4344.795410
	Iteration 5Q: 3 clusters Score -762218.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -762512.562500 Penalty: 4344.795410
	Iteration 6F: 3 clusters Score -762512.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -762845.312500 Penalty: 4344.795410
	Iteration 7F: 3 clusters Score -762845.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -763154.687500 Penalty: 4344.795410
	Iteration 8F: 3 clusters Score -763154.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -763403.375000 Penalty: 4344.795410
	Iteration 9F: 3 clusters Score -763403.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -763623.437500 Penalty: 4344.795410
	Iteration 10Q: 3 clusters Score -763623.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -763772.375000 Penalty: 4344.795410
	Iteration 11Q: 3 clusters Score -763772.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -763901.437500 Penalty: 4344.795410
	Iteration 12Q: 3 clusters Score -763901.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -764000.312500 Penalty: 4344.795410
	Iteration 13Q: 3 clusters Score -764000.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -764073.125000 Penalty: 4344.795410
	Iteration 14Q: 3 clusters Score -764073.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -764121.562500 Penalty: 4344.795410
	Iteration 15Q: 3 clusters Score -764121.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -764170.875000 Penalty: 4344.795410
	Iteration 16Q: 3 clusters Score -764170.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -764209.500000 Penalty: 4344.795410
	Iteration 17Q: 3 clusters Score -764209.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -764238.812500 Penalty: 4344.795410
	Iteration 18Q: 3 clusters Score -764238.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -764262.562500 Penalty: 4344.795410
	Iteration 19Q: 3 clusters Score -764262.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -764284.062500 Penalty: 4344.795410
	Iteration 20F: 3 clusters Score -764284.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -764299.437500 Penalty: 4344.795410
	Iteration 21Q: 3 clusters Score -764299.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -764314.937500 Penalty: 4344.795410
	Iteration 22Q: 3 clusters Score -764314.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -764321.812500 Penalty: 4344.795410
	Iteration 23Q: 3 clusters Score -764321.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -764327.375000 Penalty: 4344.795410
	Iteration 24Q: 3 clusters Score -764327.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -764330.687500 Penalty: 4344.795410
	Iteration 25Q: 3 clusters Score -764330.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -764335.875000 Penalty: 4344.795410
	Iteration 26Q: 3 clusters Score -764335.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -764341.250000 Penalty: 4344.795410
	Iteration 27Q: 3 clusters Score -764341.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -764344.875000 Penalty: 4344.795410
	Iteration 28Q: 3 clusters Score -764344.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -764345.562500 Penalty: 4344.795410
	Iteration 29Q: 3 clusters Score -764345.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -764348.562500 Penalty: 4344.795410
	Iteration 30Q: 3 clusters Score -764348.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -764348.687500 Penalty: 4344.795410
	Iteration 31Q: 3 clusters Score -764348.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -764349.062500 Penalty: 4344.795410
	Iteration 32Q: 3 clusters Score -764349.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -764350.562500 Penalty: 4344.795410
	Iteration 33Q: 3 clusters Score -764350.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -764352.125000 Penalty: 4344.795410
	Iteration 34Q: 3 clusters Score -764352.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -764354.750000 Penalty: 4344.795410
	Iteration 35Q: 3 clusters Score -764354.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -764354.062500 Penalty: 4344.795410
	Iteration 36Q: 3 clusters Score -764354.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -764356.687500 Penalty: 4344.795410
	Iteration 37Q: 3 clusters Score -764356.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -764358.500000 Penalty: 4344.795410
	Iteration 38Q: 3 clusters Score -764358.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -764362.437500 Penalty: 4344.795410
	Iteration 39Q: 3 clusters Score -764362.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -764363.937500 Penalty: 4344.795410
	Iteration 40F: 3 clusters Score -764363.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -764368.062500 Penalty: 4344.795410
	Iteration 41Q: 3 clusters Score -764368.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -764368.312500 Penalty: 4344.795410
	Iteration 42Q: 3 clusters Score -764368.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -764371.125000 Penalty: 4344.795410
	Iteration 43Q: 3 clusters Score -764371.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -764371.500000 Penalty: 4344.795410
	Iteration 44Q: 3 clusters Score -764371.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -764373.937500 Penalty: 4344.795410
	Iteration 45Q: 3 clusters Score -764373.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -764378.187500 Penalty: 4344.795410
	Iteration 46Q: 3 clusters Score -764378.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -764379.187500 Penalty: 4344.795410
	Iteration 47Q: 3 clusters Score -764379.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -764383.250000 Penalty: 4344.795410
	Iteration 48Q: 3 clusters Score -764383.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -764386.125000 Penalty: 4344.795410
	Iteration 49Q: 3 clusters Score -764386.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -764388.375000 Penalty: 4344.795410
	Iteration 50Q: 3 clusters Score -764388.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -764388.937500 Penalty: 4344.795410
	Iteration 51Q: 3 clusters Score -764388.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -764390.437500 Penalty: 4344.795410
	Iteration 52Q: 3 clusters Score -764390.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -764394.812500 Penalty: 4344.795410
	Iteration 53Q: 3 clusters Score -764394.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -764396.500000 Penalty: 4344.795410
	Iteration 54Q: 3 clusters Score -764396.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -764400.875000 Penalty: 4344.795410
	Iteration 55Q: 3 clusters Score -764400.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -764407.625000 Penalty: 4344.795410
	Iteration 56Q: 3 clusters Score -764407.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -764413.000000 Penalty: 4344.795410
	Iteration 57Q: 3 clusters Score -764413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -764419.812500 Penalty: 4344.795410
	Iteration 58Q: 3 clusters Score -764419.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -764432.125000 Penalty: 4344.795410
	Iteration 59Q: 3 clusters Score -764432.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -764438.937500 Penalty: 4344.795410
	Iteration 60F: 3 clusters Score -764438.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -764444.875000 Penalty: 4344.795410
	Iteration 61Q: 3 clusters Score -764444.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -764450.312500 Penalty: 4344.795410
	Iteration 62Q: 3 clusters Score -764450.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -764456.187500 Penalty: 4344.795410
	Iteration 63Q: 3 clusters Score -764456.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -764460.687500 Penalty: 4344.795410
	Iteration 64Q: 3 clusters Score -764460.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -764465.875000 Penalty: 4344.795410
	Iteration 65Q: 3 clusters Score -764465.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -764472.187500 Penalty: 4344.795410
	Iteration 66Q: 3 clusters Score -764472.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -764476.687500 Penalty: 4344.795410
	Iteration 67Q: 3 clusters Score -764476.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -764478.000000 Penalty: 4344.795410
	Iteration 68Q: 3 clusters Score -764478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -764486.000000 Penalty: 4344.795410
	Iteration 69Q: 3 clusters Score -764486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -764490.375000 Penalty: 4344.795410
	Iteration 70Q: 3 clusters Score -764490.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -764494.562500 Penalty: 4344.795410
	Iteration 71Q: 3 clusters Score -764494.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -764498.062500 Penalty: 4344.795410
	Iteration 72Q: 3 clusters Score -764498.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -764503.562500 Penalty: 4344.795410
	Iteration 73Q: 3 clusters Score -764503.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -764510.125000 Penalty: 4344.795410
	Iteration 74Q: 3 clusters Score -764510.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -764515.625000 Penalty: 4344.795410
	Iteration 75Q: 3 clusters Score -764515.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -764520.750000 Penalty: 4344.795410
	Iteration 76Q: 3 clusters Score -764520.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -764529.187500 Penalty: 4344.795410
	Iteration 77Q: 3 clusters Score -764529.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -764535.875000 Penalty: 4344.795410
	Iteration 78Q: 3 clusters Score -764535.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -764540.625000 Penalty: 4344.795410
	Iteration 79Q: 3 clusters Score -764540.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -764549.250000 Penalty: 4344.795410
	Iteration 80F: 3 clusters Score -764549.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -764552.937500 Penalty: 4344.795410
	Iteration 81Q: 3 clusters Score -764552.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -764556.062500 Penalty: 4344.795410
	Iteration 82Q: 3 clusters Score -764556.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -764558.062500 Penalty: 4344.795410
	Iteration 83Q: 3 clusters Score -764558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -764557.937500 Penalty: 4344.795410
	Iteration 84Q: 3 clusters Score -764557.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -764558.750000 Penalty: 4344.795410
	Iteration 85Q: 3 clusters Score -764558.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -764558.250000 Penalty: 4344.795410
	Iteration 86Q: 3 clusters Score -764558.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -764558.250000 Penalty: 4344.795410
	Iteration 87F: 3 clusters Score -764558.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Entering Unmasked Estep 
Score: -171809.812500 Penalty: 1810.182129
	Iteration 0F: 2 clusters Score -171809.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -169559.640625 Penalty: 3620.364258
	Iteration 0F: 3 clusters Score -169559.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -169955.296875 Penalty: 3620.364258
	Iteration 1F: 3 clusters Score -169955.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -170063.218750 Penalty: 3620.364258
	Iteration 2F: 3 clusters Score -170063.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -170124.046875 Penalty: 3620.364258
	Iteration 3Q: 3 clusters Score -170124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -170169.156250 Penalty: 3620.364258
	Iteration 4Q: 3 clusters Score -170169.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -170217.687500 Penalty: 3620.364258
	Iteration 5Q: 3 clusters Score -170217.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -170246.515625 Penalty: 3620.364258
	Iteration 6Q: 3 clusters Score -170246.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -170270.343750 Penalty: 3620.364258
	Iteration 7Q: 3 clusters Score -170270.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -170301.171875 Penalty: 3620.364258
	Iteration 8Q: 3 clusters Score -170301.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -170337.750000 Penalty: 3620.364258
	Iteration 9Q: 3 clusters Score -170337.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -170386.343750 Penalty: 3620.364258
	Iteration 10Q: 3 clusters Score -170386.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -170411.953125 Penalty: 3620.364258
	Iteration 11Q: 3 clusters Score -170412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -170428.234375 Penalty: 3620.364258
	Iteration 12Q: 3 clusters Score -170428.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -170439.984375 Penalty: 3620.364258
	Iteration 13Q: 3 clusters Score -170440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -170450.031250 Penalty: 3620.364258
	Iteration 14Q: 3 clusters Score -170450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -170458.968750 Penalty: 3620.364258
	Iteration 15Q: 3 clusters Score -170459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -170464.828125 Penalty: 3620.364258
	Iteration 16Q: 3 clusters Score -170464.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -170467.843750 Penalty: 3620.364258
	Iteration 17Q: 3 clusters Score -170467.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -170469.031250 Penalty: 3620.364258
	Iteration 18Q: 3 clusters Score -170469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -170469.265625 Penalty: 3620.364258
	Iteration 19Q: 3 clusters Score -170469.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -170469.984375 Penalty: 3620.364258
	Iteration 20F: 3 clusters Score -170470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Entering Unmasked Estep 
Score: -1764963.375000 Penalty: 2379.033936
	Iteration 0F: 2 clusters Score -1764963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1754320.250000 Penalty: 4758.067871
	Iteration 0F: 3 clusters Score -1754320 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1757716.000000 Penalty: 4758.067871
	Iteration 1F: 3 clusters Score -1757716 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1758056.500000 Penalty: 4758.067871
	Iteration 2F: 3 clusters Score -1758056 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1758341.875000 Penalty: 4758.067871
	Iteration 3Q: 3 clusters Score -1758342 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1758639.375000 Penalty: 4758.067871
	Iteration 4Q: 3 clusters Score -1758639 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1759042.750000 Penalty: 4758.067871
	Iteration 5Q: 3 clusters Score -1759043 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1759531.500000 Penalty: 4758.067871
	Iteration 6F: 3 clusters Score -1759532 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1760113.125000 Penalty: 4758.067871
	Iteration 7F: 3 clusters Score -1760113 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1760805.750000 Penalty: 4758.067871
	Iteration 8F: 3 clusters Score -1760806 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1761569.500000 Penalty: 4758.067871
	Iteration 9F: 3 clusters Score -1761570 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1762174.000000 Penalty: 4758.067871
	Iteration 10Q: 3 clusters Score -1762174 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1762570.750000 Penalty: 4758.067871
	Iteration 11Q: 3 clusters Score -1762571 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1762760.125000 Penalty: 4758.067871
	Iteration 12Q: 3 clusters Score -1762760 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1762855.750000 Penalty: 4758.067871
	Iteration 13Q: 3 clusters Score -1762856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1762917.250000 Penalty: 4758.067871
	Iteration 14Q: 3 clusters Score -1762917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1762964.750000 Penalty: 4758.067871
	Iteration 15Q: 3 clusters Score -1762965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1762995.000000 Penalty: 4758.067871
	Iteration 16Q: 3 clusters Score -1762995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1763017.500000 Penalty: 4758.067871
	Iteration 17Q: 3 clusters Score -1763018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1763030.625000 Penalty: 4758.067871
	Iteration 18Q: 3 clusters Score -1763031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1763040.625000 Penalty: 4758.067871
	Iteration 19Q: 3 clusters Score -1763041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1763044.750000 Penalty: 4758.067871
	Iteration 20F: 3 clusters Score -1763045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1763054.000000 Penalty: 4758.067871
	Iteration 21Q: 3 clusters Score -1763054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1763057.250000 Penalty: 4758.067871
	Iteration 22Q: 3 clusters Score -1763057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1763055.000000 Penalty: 4758.067871
	Iteration 23Q: 3 clusters Score -1763055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1763055.000000 Penalty: 4758.067871
	Iteration 24F: 3 clusters Score -1763055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -66460.562500 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -66460.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -64933.636719 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -64933.64 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -65336.195312 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -65336.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -65583.328125 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -65583.33 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65747.398438 Penalty: 3219.398926
	Iteration 3F: 3 clusters Score -65747.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65991.804688 Penalty: 3219.398926
	Iteration 4F: 3 clusters Score -65991.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -66092.156250 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -66092.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66149.671875 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -66149.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -66182.710938 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -66182.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -66230.898438 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -66230.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -66250.937500 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -66250.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -66271.210938 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -66271.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -66298.039062 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -66298.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -66312.937500 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -66312.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -66315.835938 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -66315.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -66315.835938 Penalty: 3219.398926
	Iteration 14F: 3 clusters Score -66315.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Entering Unmasked Estep 
Score: -3153502.500000 Penalty: 2522.054688
	Iteration 0F: 2 clusters Score -3153502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -3135521.000000 Penalty: 5044.109375
	Iteration 0F: 3 clusters Score -3135521 nChanged 11613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -3141788.750000 Penalty: 5044.109375
	Iteration 1F: 3 clusters Score -3141789 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -3142186.500000 Penalty: 5044.109375
	Iteration 2Q: 3 clusters Score -3142186 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -3142542.750000 Penalty: 5044.109375
	Iteration 3Q: 3 clusters Score -3142543 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -3142925.250000 Penalty: 5044.109375
	Iteration 4Q: 3 clusters Score -3142925 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -3143380.000000 Penalty: 5044.109375
	Iteration 5Q: 3 clusters Score -3143380 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -3143916.000000 Penalty: 5044.109375
	Iteration 6Q: 3 clusters Score -3143916 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -3144633.250000 Penalty: 5044.109375
	Iteration 7Q: 3 clusters Score -3144633 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -3145488.500000 Penalty: 5044.109375
	Iteration 8F: 3 clusters Score -3145488 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -3146464.000000 Penalty: 5044.109375
	Iteration 9F: 3 clusters Score -3146464 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -3147435.000000 Penalty: 5044.109375
	Iteration 10F: 3 clusters Score -3147435 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -3148222.000000 Penalty: 5044.109375
	Iteration 11Q: 3 clusters Score -3148222 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -3148781.000000 Penalty: 5044.109375
	Iteration 12Q: 3 clusters Score -3148781 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -3149198.250000 Penalty: 5044.109375
	Iteration 13Q: 3 clusters Score -3149198 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -3149480.250000 Penalty: 5044.109375
	Iteration 14Q: 3 clusters Score -3149480 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -3149719.750000 Penalty: 5044.109375
	Iteration 15Q: 3 clusters Score -3149720 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -3149872.250000 Penalty: 5044.109375
	Iteration 16Q: 3 clusters Score -3149872 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -3150000.750000 Penalty: 5044.109375
	Iteration 17Q: 3 clusters Score -3150001 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -3150130.000000 Penalty: 5044.109375
	Iteration 18Q: 3 clusters Score -3150130 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -3150216.000000 Penalty: 5044.109375
	Iteration 19Q: 3 clusters Score -3150216 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -3150304.750000 Penalty: 5044.109375
	Iteration 20F: 3 clusters Score -3150305 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -3150378.000000 Penalty: 5044.109375
	Iteration 21Q: 3 clusters Score -3150378 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -3150459.500000 Penalty: 5044.109375
	Iteration 22Q: 3 clusters Score -3150460 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -3150528.250000 Penalty: 5044.109375
	Iteration 23Q: 3 clusters Score -3150528 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -3150587.000000 Penalty: 5044.109375
	Iteration 24Q: 3 clusters Score -3150587 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3150622.250000 Penalty: 5044.109375
	Iteration 25Q: 3 clusters Score -3150622 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -3150667.500000 Penalty: 5044.109375
	Iteration 26Q: 3 clusters Score -3150668 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3150717.250000 Penalty: 5044.109375
	Iteration 27Q: 3 clusters Score -3150717 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -3150771.000000 Penalty: 5044.109375
	Iteration 28Q: 3 clusters Score -3150771 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -3150830.750000 Penalty: 5044.109375
	Iteration 29Q: 3 clusters Score -3150831 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -3150874.000000 Penalty: 5044.109375
	Iteration 30Q: 3 clusters Score -3150874 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3150920.000000 Penalty: 5044.109375
	Iteration 31Q: 3 clusters Score -3150920 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3150972.250000 Penalty: 5044.109375
	Iteration 32Q: 3 clusters Score -3150972 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3151026.500000 Penalty: 5044.109375
	Iteration 33Q: 3 clusters Score -3151026 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3151075.750000 Penalty: 5044.109375
	Iteration 34Q: 3 clusters Score -3151076 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3151127.000000 Penalty: 5044.109375
	Iteration 35Q: 3 clusters Score -3151127 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -3151168.500000 Penalty: 5044.109375
	Iteration 36Q: 3 clusters Score -3151168 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3151201.250000 Penalty: 5044.109375
	Iteration 37Q: 3 clusters Score -3151201 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3151237.500000 Penalty: 5044.109375
	Iteration 38Q: 3 clusters Score -3151238 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3151256.750000 Penalty: 5044.109375
	Iteration 39Q: 3 clusters Score -3151257 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3151270.500000 Penalty: 5044.109375
	Iteration 40F: 3 clusters Score -3151270 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3151308.250000 Penalty: 5044.109375
	Iteration 41Q: 3 clusters Score -3151308 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3151335.750000 Penalty: 5044.109375
	Iteration 42Q: 3 clusters Score -3151336 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3151368.750000 Penalty: 5044.109375
	Iteration 43Q: 3 clusters Score -3151369 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3151390.750000 Penalty: 5044.109375
	Iteration 44Q: 3 clusters Score -3151391 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3151427.000000 Penalty: 5044.109375
	Iteration 45Q: 3 clusters Score -3151427 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3151446.250000 Penalty: 5044.109375
	Iteration 46Q: 3 clusters Score -3151446 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3151464.500000 Penalty: 5044.109375
	Iteration 47Q: 3 clusters Score -3151464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3151477.750000 Penalty: 5044.109375
	Iteration 48Q: 3 clusters Score -3151478 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3151498.000000 Penalty: 5044.109375
	Iteration 49Q: 3 clusters Score -3151498 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3151510.000000 Penalty: 5044.109375
	Iteration 50Q: 3 clusters Score -3151510 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3151538.000000 Penalty: 5044.109375
	Iteration 51Q: 3 clusters Score -3151538 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3151555.500000 Penalty: 5044.109375
	Iteration 52Q: 3 clusters Score -3151556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3151567.250000 Penalty: 5044.109375
	Iteration 53Q: 3 clusters Score -3151567 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3151573.000000 Penalty: 5044.109375
	Iteration 54Q: 3 clusters Score -3151573 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3151581.750000 Penalty: 5044.109375
	Iteration 55Q: 3 clusters Score -3151582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3151598.250000 Penalty: 5044.109375
	Iteration 56Q: 3 clusters Score -3151598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3151613.750000 Penalty: 5044.109375
	Iteration 57Q: 3 clusters Score -3151614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3151622.250000 Penalty: 5044.109375
	Iteration 58Q: 3 clusters Score -3151622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3151624.000000 Penalty: 5044.109375
	Iteration 59Q: 3 clusters Score -3151624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3151624.750000 Penalty: 5044.109375
	Iteration 60F: 3 clusters Score -3151625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3151624.500000 Penalty: 5044.109375
	Iteration 61Q: 3 clusters Score -3151624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3151630.000000 Penalty: 5044.109375
	Iteration 62Q: 3 clusters Score -3151630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3151630.250000 Penalty: 5044.109375
	Iteration 63Q: 3 clusters Score -3151630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3151633.250000 Penalty: 5044.109375
	Iteration 64Q: 3 clusters Score -3151633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3151638.250000 Penalty: 5044.109375
	Iteration 65Q: 3 clusters Score -3151638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3151640.250000 Penalty: 5044.109375
	Iteration 66Q: 3 clusters Score -3151640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3151643.500000 Penalty: 5044.109375
	Iteration 67Q: 3 clusters Score -3151644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3151644.750000 Penalty: 5044.109375
	Iteration 68Q: 3 clusters Score -3151645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3151653.500000 Penalty: 5044.109375
	Iteration 69Q: 3 clusters Score -3151654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3151657.000000 Penalty: 5044.109375
	Iteration 70Q: 3 clusters Score -3151657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3151657.000000 Penalty: 5044.109375
	Iteration 71Q: 3 clusters Score -3151657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3151659.750000 Penalty: 5044.109375
	Iteration 72Q: 3 clusters Score -3151660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3151659.000000 Penalty: 5044.109375
	Iteration 73Q: 3 clusters Score -3151659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3151660.500000 Penalty: 5044.109375
	Iteration 74Q: 3 clusters Score -3151660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3151669.250000 Penalty: 5044.109375
	Iteration 75Q: 3 clusters Score -3151669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3151670.500000 Penalty: 5044.109375
	Iteration 76Q: 3 clusters Score -3151670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3151674.000000 Penalty: 5044.109375
	Iteration 77Q: 3 clusters Score -3151674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3151673.750000 Penalty: 5044.109375
	Iteration 78Q: 3 clusters Score -3151674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3151679.750000 Penalty: 5044.109375
	Iteration 79Q: 3 clusters Score -3151680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3151682.500000 Penalty: 5044.109375
	Iteration 80F: 3 clusters Score -3151682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3151679.750000 Penalty: 5044.109375
	Iteration 81Q: 3 clusters Score -3151680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3151680.750000 Penalty: 5044.109375
	Iteration 82Q: 3 clusters Score -3151681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3151680.750000 Penalty: 5044.109375
	Iteration 83F: 3 clusters Score -3151681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Entering Unmasked Estep 
Score: -209929.406250 Penalty: 1880.771606
	Iteration 0F: 2 clusters Score -209929.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -207365.343750 Penalty: 3761.543213
	Iteration 0F: 3 clusters Score -207365.3 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -208048.937500 Penalty: 3761.543213
	Iteration 1F: 3 clusters Score -208048.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -208571.515625 Penalty: 3761.543213
	Iteration 2F: 3 clusters Score -208571.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -208935.937500 Penalty: 3761.543213
	Iteration 3F: 3 clusters Score -208935.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -209257.171875 Penalty: 3761.543213
	Iteration 4F: 3 clusters Score -209257.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -209528.078125 Penalty: 3761.543213
	Iteration 5F: 3 clusters Score -209528.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -209685.984375 Penalty: 3761.543213
	Iteration 6Q: 3 clusters Score -209686 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -209788.265625 Penalty: 3761.543213
	Iteration 7Q: 3 clusters Score -209788.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -209911.000000 Penalty: 3761.543213
	Iteration 8Q: 3 clusters Score -209911 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -210067.375000 Penalty: 3761.543213
	Iteration 9Q: 3 clusters Score -210067.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -210144.015625 Penalty: 3761.543213
	Iteration 10Q: 3 clusters Score -210144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -210214.671875 Penalty: 3761.543213
	Iteration 11Q: 3 clusters Score -210214.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -210267.921875 Penalty: 3761.543213
	Iteration 12Q: 3 clusters Score -210267.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -210313.015625 Penalty: 3761.543213
	Iteration 13Q: 3 clusters Score -210313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -210357.062500 Penalty: 3761.543213
	Iteration 14Q: 3 clusters Score -210357.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -210411.390625 Penalty: 3761.543213
	Iteration 15Q: 3 clusters Score -210411.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -210465.281250 Penalty: 3761.543213
	Iteration 16Q: 3 clusters Score -210465.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -210501.906250 Penalty: 3761.543213
	Iteration 17Q: 3 clusters Score -210501.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -210516.609375 Penalty: 3761.543213
	Iteration 18Q: 3 clusters Score -210516.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -210523.406250 Penalty: 3761.543213
	Iteration 19Q: 3 clusters Score -210523.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -210528.187500 Penalty: 3761.543213
	Iteration 20F: 3 clusters Score -210528.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -210530.109375 Penalty: 3761.543213
	Iteration 21Q: 3 clusters Score -210530.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -210530.515625 Penalty: 3761.543213
	Iteration 22Q: 3 clusters Score -210530.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -210530.812500 Penalty: 3761.543213
	Iteration 23Q: 3 clusters Score -210530.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -210530.812500 Penalty: 3761.543213
	Iteration 24F: 3 clusters Score -210530.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 18318 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 46904 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 6372 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 26097 members 
Mstep: Class 17 contains 701 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 44372 members 
Mstep: Class 20 contains 81179 members 
Mstep: Class 21 contains 1265 members 
Mstep: Class 22 contains 213712 members 
Mstep: Class 23 contains 156819 members 
Entering Unmasked Estep 
Score: -80047808.000000 Penalty: 76631.320312
Splitting cluster 17 changes total score from -80048752.000000 to -80047808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (11502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Entering Unmasked Estep 
Score: -1380965.500000 Penalty: 2318.868408
	Iteration 0F: 2 clusters Score -1380966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1372309.875000 Penalty: 4637.736816
	Iteration 0F: 3 clusters Score -1372310 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1374892.000000 Penalty: 4637.736816
	Iteration 1F: 3 clusters Score -1374892 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1375191.875000 Penalty: 4637.736816
	Iteration 2F: 3 clusters Score -1375192 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1375362.375000 Penalty: 4637.736816
	Iteration 3Q: 3 clusters Score -1375362 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1375487.750000 Penalty: 4637.736816
	Iteration 4Q: 3 clusters Score -1375488 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1375610.250000 Penalty: 4637.736816
	Iteration 5Q: 3 clusters Score -1375610 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1375721.875000 Penalty: 4637.736816
	Iteration 6Q: 3 clusters Score -1375722 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1375870.875000 Penalty: 4637.736816
	Iteration 7Q: 3 clusters Score -1375871 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1376091.875000 Penalty: 4637.736816
	Iteration 8Q: 3 clusters Score -1376092 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1376401.750000 Penalty: 4637.736816
	Iteration 9Q: 3 clusters Score -1376402 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1376806.625000 Penalty: 4637.736816
	Iteration 10F: 3 clusters Score -1376807 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1377312.500000 Penalty: 4637.736816
	Iteration 11F: 3 clusters Score -1377312 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1377880.750000 Penalty: 4637.736816
	Iteration 12F: 3 clusters Score -1377881 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1378399.000000 Penalty: 4637.736816
	Iteration 13Q: 3 clusters Score -1378399 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1378770.875000 Penalty: 4637.736816
	Iteration 14Q: 3 clusters Score -1378771 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1378971.250000 Penalty: 4637.736816
	Iteration 15Q: 3 clusters Score -1378971 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1379108.375000 Penalty: 4637.736816
	Iteration 16Q: 3 clusters Score -1379108 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1379202.500000 Penalty: 4637.736816
	Iteration 17Q: 3 clusters Score -1379202 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1379255.500000 Penalty: 4637.736816
	Iteration 18Q: 3 clusters Score -1379256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1379285.250000 Penalty: 4637.736816
	Iteration 19Q: 3 clusters Score -1379285 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1379301.000000 Penalty: 4637.736816
	Iteration 20F: 3 clusters Score -1379301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1379311.250000 Penalty: 4637.736816
	Iteration 21Q: 3 clusters Score -1379311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1379314.000000 Penalty: 4637.736816
	Iteration 22Q: 3 clusters Score -1379314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1379318.375000 Penalty: 4637.736816
	Iteration 23Q: 3 clusters Score -1379318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1379320.125000 Penalty: 4637.736816
	Iteration 24Q: 3 clusters Score -1379320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1379328.875000 Penalty: 4637.736816
	Iteration 25Q: 3 clusters Score -1379329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1379331.375000 Penalty: 4637.736816
	Iteration 26Q: 3 clusters Score -1379331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1379332.250000 Penalty: 4637.736816
	Iteration 27Q: 3 clusters Score -1379332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1379335.250000 Penalty: 4637.736816
	Iteration 28Q: 3 clusters Score -1379335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1379335.500000 Penalty: 4637.736816
	Iteration 29Q: 3 clusters Score -1379336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1379335.500000 Penalty: 4637.736816
	Iteration 30F: 3 clusters Score -1379336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Entering Unmasked Estep 
Score: -5325921.000000 Penalty: 2653.690186
	Iteration 0F: 2 clusters Score -5325921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -5295947.500000 Penalty: 5307.380371
	Iteration 0F: 3 clusters Score -5295948 nChanged 20444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -5307366.000000 Penalty: 5307.380371
	Iteration 1F: 3 clusters Score -5307366 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -5307921.000000 Penalty: 5307.380371
	Iteration 2Q: 3 clusters Score -5307921 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -5308450.500000 Penalty: 5307.380371
	Iteration 3Q: 3 clusters Score -5308450 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -5309035.500000 Penalty: 5307.380371
	Iteration 4Q: 3 clusters Score -5309036 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -5309692.000000 Penalty: 5307.380371
	Iteration 5Q: 3 clusters Score -5309692 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -5310427.000000 Penalty: 5307.380371
	Iteration 6Q: 3 clusters Score -5310427 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -5311300.500000 Penalty: 5307.380371
	Iteration 7Q: 3 clusters Score -5311300 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -5312278.000000 Penalty: 5307.380371
	Iteration 8Q: 3 clusters Score -5312278 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -5313414.500000 Penalty: 5307.380371
	Iteration 9Q: 3 clusters Score -5313414 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -5314706.000000 Penalty: 5307.380371
	Iteration 10Q: 3 clusters Score -5314706 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -5315987.500000 Penalty: 5307.380371
	Iteration 11Q: 3 clusters Score -5315988 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -5317072.000000 Penalty: 5307.380371
	Iteration 12Q: 3 clusters Score -5317072 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -5317787.500000 Penalty: 5307.380371
	Iteration 13Q: 3 clusters Score -5317788 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -5318209.500000 Penalty: 5307.380371
	Iteration 14Q: 3 clusters Score -5318210 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -5318486.000000 Penalty: 5307.380371
	Iteration 15Q: 3 clusters Score -5318486 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -5318823.500000 Penalty: 5307.380371
	Iteration 16Q: 3 clusters Score -5318824 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -5319201.000000 Penalty: 5307.380371
	Iteration 17Q: 3 clusters Score -5319201 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -5319644.000000 Penalty: 5307.380371
	Iteration 18Q: 3 clusters Score -5319644 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -5320031.500000 Penalty: 5307.380371
	Iteration 19Q: 3 clusters Score -5320032 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -5320310.000000 Penalty: 5307.380371
	Iteration 20F: 3 clusters Score -5320310 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -5320528.500000 Penalty: 5307.380371
	Iteration 21Q: 3 clusters Score -5320528 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -5320717.500000 Penalty: 5307.380371
	Iteration 22Q: 3 clusters Score -5320718 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -5320820.000000 Penalty: 5307.380371
	Iteration 23Q: 3 clusters Score -5320820 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -5320880.500000 Penalty: 5307.380371
	Iteration 24Q: 3 clusters Score -5320880 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -5320940.500000 Penalty: 5307.380371
	Iteration 25Q: 3 clusters Score -5320940 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -5321003.000000 Penalty: 5307.380371
	Iteration 26Q: 3 clusters Score -5321003 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -5321040.000000 Penalty: 5307.380371
	Iteration 27Q: 3 clusters Score -5321040 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -5321054.500000 Penalty: 5307.380371
	Iteration 28Q: 3 clusters Score -5321054 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -5321100.500000 Penalty: 5307.380371
	Iteration 29Q: 3 clusters Score -5321100 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -5321111.500000 Penalty: 5307.380371
	Iteration 30Q: 3 clusters Score -5321112 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -5321128.000000 Penalty: 5307.380371
	Iteration 31Q: 3 clusters Score -5321128 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -5321141.000000 Penalty: 5307.380371
	Iteration 32Q: 3 clusters Score -5321141 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -5321130.500000 Penalty: 5307.380371
	Iteration 33Q: 3 clusters Score -5321130 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -5321144.000000 Penalty: 5307.380371
	Iteration 34Q: 3 clusters Score -5321144 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -5321158.000000 Penalty: 5307.380371
	Iteration 35Q: 3 clusters Score -5321158 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -5321156.500000 Penalty: 5307.380371
	Iteration 36Q: 3 clusters Score -5321156 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -5321149.000000 Penalty: 5307.380371
	Iteration 37Q: 3 clusters Score -5321149 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -5321161.500000 Penalty: 5307.380371
	Iteration 38Q: 3 clusters Score -5321162 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -5321158.000000 Penalty: 5307.380371
	Iteration 39Q: 3 clusters Score -5321158 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -5321159.500000 Penalty: 5307.380371
	Iteration 40F: 3 clusters Score -5321160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -5321153.500000 Penalty: 5307.380371
	Iteration 41Q: 3 clusters Score -5321154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -5321157.500000 Penalty: 5307.380371
	Iteration 42Q: 3 clusters Score -5321158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -5321171.500000 Penalty: 5307.380371
	Iteration 43Q: 3 clusters Score -5321172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -5321165.000000 Penalty: 5307.380371
	Iteration 44Q: 3 clusters Score -5321165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -5321171.000000 Penalty: 5307.380371
	Iteration 45Q: 3 clusters Score -5321171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -5321166.000000 Penalty: 5307.380371
	Iteration 46Q: 3 clusters Score -5321166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -5321176.500000 Penalty: 5307.380371
	Iteration 47Q: 3 clusters Score -5321176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -5321173.500000 Penalty: 5307.380371
	Iteration 48Q: 3 clusters Score -5321174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -5321186.000000 Penalty: 5307.380371
	Iteration 49Q: 3 clusters Score -5321186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -5321188.000000 Penalty: 5307.380371
	Iteration 50Q: 3 clusters Score -5321188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -5321184.000000 Penalty: 5307.380371
	Iteration 51Q: 3 clusters Score -5321184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -5321178.000000 Penalty: 5307.380371
	Iteration 52Q: 3 clusters Score -5321178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -5321185.000000 Penalty: 5307.380371
	Iteration 53Q: 3 clusters Score -5321185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -5321187.000000 Penalty: 5307.380371
	Iteration 54Q: 3 clusters Score -5321187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -5321185.500000 Penalty: 5307.380371
	Iteration 55Q: 3 clusters Score -5321186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -5321193.000000 Penalty: 5307.380371
	Iteration 56Q: 3 clusters Score -5321193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -5321183.500000 Penalty: 5307.380371
	Iteration 57Q: 3 clusters Score -5321184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -5321176.500000 Penalty: 5307.380371
	Iteration 58Q: 3 clusters Score -5321176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -5321183.000000 Penalty: 5307.380371
	Iteration 59Q: 3 clusters Score -5321183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -5321188.500000 Penalty: 5307.380371
	Iteration 60F: 3 clusters Score -5321188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -5321188.500000 Penalty: 5307.380371
	Iteration 61Q: 3 clusters Score -5321188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -5321193.500000 Penalty: 5307.380371
	Iteration 62Q: 3 clusters Score -5321194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -5321195.000000 Penalty: 5307.380371
	Iteration 63Q: 3 clusters Score -5321195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -5321200.500000 Penalty: 5307.380371
	Iteration 64Q: 3 clusters Score -5321200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -5321210.500000 Penalty: 5307.380371
	Iteration 65Q: 3 clusters Score -5321210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -5321201.500000 Penalty: 5307.380371
	Iteration 66Q: 3 clusters Score -5321202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -5321198.500000 Penalty: 5307.380371
	Iteration 67Q: 3 clusters Score -5321198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -5321195.500000 Penalty: 5307.380371
	Iteration 68Q: 3 clusters Score -5321196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -5321193.500000 Penalty: 5307.380371
	Iteration 69Q: 3 clusters Score -5321194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -5321200.500000 Penalty: 5307.380371
	Iteration 70Q: 3 clusters Score -5321200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -5321197.000000 Penalty: 5307.380371
	Iteration 71Q: 3 clusters Score -5321197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -5321197.000000 Penalty: 5307.380371
	Iteration 72F: 3 clusters Score -5321197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (81179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81179 members 
Entering Unmasked Estep 
Score: -9765072.000000 Penalty: 2803.494141
	Iteration 0F: 2 clusters Score -9765072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -9711037.000000 Penalty: 5606.988281
	Iteration 0F: 3 clusters Score -9711037 nChanged 38088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -9732606.000000 Penalty: 5606.988281
	Iteration 1F: 3 clusters Score -9732606 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -9733385.000000 Penalty: 5606.988281
	Iteration 2Q: 3 clusters Score -9733385 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47450 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -9734500.000000 Penalty: 5606.988281
	Iteration 3Q: 3 clusters Score -9734500 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50951 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -9736321.000000 Penalty: 5606.988281
	Iteration 4Q: 3 clusters Score -9736321 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55787 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -9739333.000000 Penalty: 5606.988281
	Iteration 5F: 3 clusters Score -9739333 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61958 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -9744090.000000 Penalty: 5606.988281
	Iteration 6F: 3 clusters Score -9744090 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68834 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -9750423.000000 Penalty: 5606.988281
	Iteration 7F: 3 clusters Score -9750423 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74940 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -9756627.000000 Penalty: 5606.988281
	Iteration 8F: 3 clusters Score -9756627 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78720 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -9760346.000000 Penalty: 5606.988281
	Iteration 9Q: 3 clusters Score -9760346 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80282 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -9761829.000000 Penalty: 5606.988281
	Iteration 10Q: 3 clusters Score -9761829 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80753 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9762279.000000 Penalty: 5606.988281
	Iteration 11Q: 3 clusters Score -9762279 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80881 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9762463.000000 Penalty: 5606.988281
	Iteration 12Q: 3 clusters Score -9762463 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80930 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9762535.000000 Penalty: 5606.988281
	Iteration 13Q: 3 clusters Score -9762535 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80954 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9762573.000000 Penalty: 5606.988281
	Iteration 14Q: 3 clusters Score -9762573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80963 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9762599.000000 Penalty: 5606.988281
	Iteration 15Q: 3 clusters Score -9762599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80963 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9762604.000000 Penalty: 5606.988281
	Iteration 16Q: 3 clusters Score -9762604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80964 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9762602.000000 Penalty: 5606.988281
	Iteration 17Q: 3 clusters Score -9762602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80964 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9762602.000000 Penalty: 5606.988281
	Iteration 18F: 3 clusters Score -9762602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (213712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213712 members 
Entering Unmasked Estep 
Score: -25461690.000000 Penalty: 3043.551270
	Iteration 0F: 2 clusters Score -2.546169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106604 members 
Mstep: Class 2 contains 107108 members 
Entering Unmasked Estep 
Score: -25325792.000000 Penalty: 6087.102539
	Iteration 0F: 3 clusters Score -2.532579e+07 nChanged 103069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101131 members 
Mstep: Class 2 contains 112581 members 
Entering Unmasked Estep 
Score: -25386742.000000 Penalty: 6087.102539
	Iteration 1F: 3 clusters Score -2.538674e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97640 members 
Mstep: Class 2 contains 116072 members 
Entering Unmasked Estep 
Score: -25388550.000000 Penalty: 6087.102539
	Iteration 2Q: 3 clusters Score -2.538855e+07 nChanged 8520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93036 members 
Mstep: Class 2 contains 120676 members 
Entering Unmasked Estep 
Score: -25390594.000000 Penalty: 6087.102539
	Iteration 3Q: 3 clusters Score -2.539059e+07 nChanged 10997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86993 members 
Mstep: Class 2 contains 126719 members 
Entering Unmasked Estep 
Score: -25394542.000000 Penalty: 6087.102539
	Iteration 4F: 3 clusters Score -2.539454e+07 nChanged 13455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Mstep: Class 2 contains 133704 members 
Entering Unmasked Estep 
Score: -25400838.000000 Penalty: 6087.102539
	Iteration 5F: 3 clusters Score -2.540084e+07 nChanged 15051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73625 members 
Mstep: Class 2 contains 140087 members 
Entering Unmasked Estep 
Score: -25410742.000000 Penalty: 6087.102539
	Iteration 6F: 3 clusters Score -2.541074e+07 nChanged 15787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69836 members 
Mstep: Class 2 contains 143876 members 
Entering Unmasked Estep 
Score: -25422352.000000 Penalty: 6087.102539
	Iteration 7F: 3 clusters Score -2.542235e+07 nChanged 14322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70218 members 
Mstep: Class 2 contains 143494 members 
Entering Unmasked Estep 
Score: -25431314.000000 Penalty: 6087.102539
	Iteration 8F: 3 clusters Score -2.543131e+07 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72641 members 
Mstep: Class 2 contains 141071 members 
Entering Unmasked Estep 
Score: -25434212.000000 Penalty: 6087.102539
	Iteration 9Q: 3 clusters Score -2.543421e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75294 members 
Mstep: Class 2 contains 138418 members 
Entering Unmasked Estep 
Score: -25435264.000000 Penalty: 6087.102539
	Iteration 10Q: 3 clusters Score -2.543526e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77836 members 
Mstep: Class 2 contains 135876 members 
Entering Unmasked Estep 
Score: -25435776.000000 Penalty: 6087.102539
	Iteration 11Q: 3 clusters Score -2.543578e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 133302 members 
Entering Unmasked Estep 
Score: -25436344.000000 Penalty: 6087.102539
	Iteration 12Q: 3 clusters Score -2.543634e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83029 members 
Mstep: Class 2 contains 130683 members 
Entering Unmasked Estep 
Score: -25436828.000000 Penalty: 6087.102539
	Iteration 13Q: 3 clusters Score -2.543683e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85573 members 
Mstep: Class 2 contains 128139 members 
Entering Unmasked Estep 
Score: -25437424.000000 Penalty: 6087.102539
	Iteration 14Q: 3 clusters Score -2.543742e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87994 members 
Mstep: Class 2 contains 125718 members 
Entering Unmasked Estep 
Score: -25438152.000000 Penalty: 6087.102539
	Iteration 15Q: 3 clusters Score -2.543815e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90214 members 
Mstep: Class 2 contains 123498 members 
Entering Unmasked Estep 
Score: -25438668.000000 Penalty: 6087.102539
	Iteration 16Q: 3 clusters Score -2.543867e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92294 members 
Mstep: Class 2 contains 121418 members 
Entering Unmasked Estep 
Score: -25439216.000000 Penalty: 6087.102539
	Iteration 17Q: 3 clusters Score -2.543922e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94227 members 
Mstep: Class 2 contains 119485 members 
Entering Unmasked Estep 
Score: -25439822.000000 Penalty: 6087.102539
	Iteration 18Q: 3 clusters Score -2.543982e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96056 members 
Mstep: Class 2 contains 117656 members 
Entering Unmasked Estep 
Score: -25440280.000000 Penalty: 6087.102539
	Iteration 19Q: 3 clusters Score -2.544028e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97913 members 
Mstep: Class 2 contains 115799 members 
Entering Unmasked Estep 
Score: -25440686.000000 Penalty: 6087.102539
	Iteration 20F: 3 clusters Score -2.544069e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99764 members 
Mstep: Class 2 contains 113948 members 
Entering Unmasked Estep 
Score: -25441316.000000 Penalty: 6087.102539
	Iteration 21Q: 3 clusters Score -2.544132e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101652 members 
Mstep: Class 2 contains 112060 members 
Entering Unmasked Estep 
Score: -25441870.000000 Penalty: 6087.102539
	Iteration 22Q: 3 clusters Score -2.544187e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103412 members 
Mstep: Class 2 contains 110300 members 
Entering Unmasked Estep 
Score: -25442558.000000 Penalty: 6087.102539
	Iteration 23Q: 3 clusters Score -2.544256e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104954 members 
Mstep: Class 2 contains 108758 members 
Entering Unmasked Estep 
Score: -25442924.000000 Penalty: 6087.102539
	Iteration 24Q: 3 clusters Score -2.544292e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106329 members 
Mstep: Class 2 contains 107383 members 
Entering Unmasked Estep 
Score: -25443248.000000 Penalty: 6087.102539
	Iteration 25Q: 3 clusters Score -2.544325e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107617 members 
Mstep: Class 2 contains 106095 members 
Entering Unmasked Estep 
Score: -25443660.000000 Penalty: 6087.102539
	Iteration 26Q: 3 clusters Score -2.544366e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108847 members 
Mstep: Class 2 contains 104865 members 
Entering Unmasked Estep 
Score: -25444096.000000 Penalty: 6087.102539
	Iteration 27Q: 3 clusters Score -2.54441e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109981 members 
Mstep: Class 2 contains 103731 members 
Entering Unmasked Estep 
Score: -25444330.000000 Penalty: 6087.102539
	Iteration 28Q: 3 clusters Score -2.544433e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111080 members 
Mstep: Class 2 contains 102632 members 
Entering Unmasked Estep 
Score: -25444386.000000 Penalty: 6087.102539
	Iteration 29Q: 3 clusters Score -2.544439e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111955 members 
Mstep: Class 2 contains 101757 members 
Entering Unmasked Estep 
Score: -25444592.000000 Penalty: 6087.102539
	Iteration 30Q: 3 clusters Score -2.544459e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112698 members 
Mstep: Class 2 contains 101014 members 
Entering Unmasked Estep 
Score: -25444718.000000 Penalty: 6087.102539
	Iteration 31Q: 3 clusters Score -2.544472e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113339 members 
Mstep: Class 2 contains 100373 members 
Entering Unmasked Estep 
Score: -25444868.000000 Penalty: 6087.102539
	Iteration 32Q: 3 clusters Score -2.544487e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113915 members 
Mstep: Class 2 contains 99797 members 
Entering Unmasked Estep 
Score: -25444844.000000 Penalty: 6087.102539
	Iteration 33Q: 3 clusters Score -2.544484e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114410 members 
Mstep: Class 2 contains 99302 members 
Entering Unmasked Estep 
Score: -25444940.000000 Penalty: 6087.102539
	Iteration 34Q: 3 clusters Score -2.544494e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114818 members 
Mstep: Class 2 contains 98894 members 
Entering Unmasked Estep 
Score: -25444906.000000 Penalty: 6087.102539
	Iteration 35Q: 3 clusters Score -2.544491e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115200 members 
Mstep: Class 2 contains 98512 members 
Entering Unmasked Estep 
Score: -25444826.000000 Penalty: 6087.102539
	Iteration 36Q: 3 clusters Score -2.544483e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115506 members 
Mstep: Class 2 contains 98206 members 
Entering Unmasked Estep 
Score: -25444772.000000 Penalty: 6087.102539
	Iteration 37Q: 3 clusters Score -2.544477e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115733 members 
Mstep: Class 2 contains 97979 members 
Entering Unmasked Estep 
Score: -25444758.000000 Penalty: 6087.102539
	Iteration 38Q: 3 clusters Score -2.544476e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115914 members 
Mstep: Class 2 contains 97798 members 
Entering Unmasked Estep 
Score: -25444818.000000 Penalty: 6087.102539
	Iteration 39Q: 3 clusters Score -2.544482e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116020 members 
Mstep: Class 2 contains 97692 members 
Entering Unmasked Estep 
Score: -25444766.000000 Penalty: 6087.102539
	Iteration 40F: 3 clusters Score -2.544477e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116086 members 
Mstep: Class 2 contains 97626 members 
Entering Unmasked Estep 
Score: -25444696.000000 Penalty: 6087.102539
	Iteration 41Q: 3 clusters Score -2.54447e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116102 members 
Mstep: Class 2 contains 97610 members 
Entering Unmasked Estep 
Score: -25444752.000000 Penalty: 6087.102539
	Iteration 42Q: 3 clusters Score -2.544475e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116131 members 
Mstep: Class 2 contains 97581 members 
Entering Unmasked Estep 
Score: -25444770.000000 Penalty: 6087.102539
	Iteration 43Q: 3 clusters Score -2.544477e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116143 members 
Mstep: Class 2 contains 97569 members 
Entering Unmasked Estep 
Score: -25444806.000000 Penalty: 6087.102539
	Iteration 44Q: 3 clusters Score -2.544481e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116123 members 
Mstep: Class 2 contains 97589 members 
Entering Unmasked Estep 
Score: -25444776.000000 Penalty: 6087.102539
	Iteration 45Q: 3 clusters Score -2.544478e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116088 members 
Mstep: Class 2 contains 97624 members 
Entering Unmasked Estep 
Score: -25444712.000000 Penalty: 6087.102539
	Iteration 46Q: 3 clusters Score -2.544471e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116057 members 
Mstep: Class 2 contains 97655 members 
Entering Unmasked Estep 
Score: -25444672.000000 Penalty: 6087.102539
	Iteration 47Q: 3 clusters Score -2.544467e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116008 members 
Mstep: Class 2 contains 97704 members 
Entering Unmasked Estep 
Score: -25444684.000000 Penalty: 6087.102539
	Iteration 48Q: 3 clusters Score -2.544468e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115943 members 
Mstep: Class 2 contains 97769 members 
Entering Unmasked Estep 
Score: -25444656.000000 Penalty: 6087.102539
	Iteration 49Q: 3 clusters Score -2.544466e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115893 members 
Mstep: Class 2 contains 97819 members 
Entering Unmasked Estep 
Score: -25444692.000000 Penalty: 6087.102539
	Iteration 50Q: 3 clusters Score -2.544469e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115851 members 
Mstep: Class 2 contains 97861 members 
Entering Unmasked Estep 
Score: -25444678.000000 Penalty: 6087.102539
	Iteration 51Q: 3 clusters Score -2.544468e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115804 members 
Mstep: Class 2 contains 97908 members 
Entering Unmasked Estep 
Score: -25444682.000000 Penalty: 6087.102539
	Iteration 52Q: 3 clusters Score -2.544468e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115752 members 
Mstep: Class 2 contains 97960 members 
Entering Unmasked Estep 
Score: -25444748.000000 Penalty: 6087.102539
	Iteration 53Q: 3 clusters Score -2.544475e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115700 members 
Mstep: Class 2 contains 98012 members 
Entering Unmasked Estep 
Score: -25444750.000000 Penalty: 6087.102539
	Iteration 54Q: 3 clusters Score -2.544475e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115659 members 
Mstep: Class 2 contains 98053 members 
Entering Unmasked Estep 
Score: -25444760.000000 Penalty: 6087.102539
	Iteration 55Q: 3 clusters Score -2.544476e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115626 members 
Mstep: Class 2 contains 98086 members 
Entering Unmasked Estep 
Score: -25444750.000000 Penalty: 6087.102539
	Iteration 56Q: 3 clusters Score -2.544475e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115607 members 
Mstep: Class 2 contains 98105 members 
Entering Unmasked Estep 
Score: -25444786.000000 Penalty: 6087.102539
	Iteration 57Q: 3 clusters Score -2.544479e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115582 members 
Mstep: Class 2 contains 98130 members 
Entering Unmasked Estep 
Score: -25444776.000000 Penalty: 6087.102539
	Iteration 58Q: 3 clusters Score -2.544478e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115552 members 
Mstep: Class 2 contains 98160 members 
Entering Unmasked Estep 
Score: -25444770.000000 Penalty: 6087.102539
	Iteration 59Q: 3 clusters Score -2.544477e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115520 members 
Mstep: Class 2 contains 98192 members 
Entering Unmasked Estep 
Score: -25444764.000000 Penalty: 6087.102539
	Iteration 60F: 3 clusters Score -2.544476e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115487 members 
Mstep: Class 2 contains 98225 members 
Entering Unmasked Estep 
Score: -25444764.000000 Penalty: 6087.102539
	Iteration 61Q: 3 clusters Score -2.544476e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115461 members 
Mstep: Class 2 contains 98251 members 
Entering Unmasked Estep 
Score: -25444782.000000 Penalty: 6087.102539
	Iteration 62Q: 3 clusters Score -2.544478e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115440 members 
Mstep: Class 2 contains 98272 members 
Entering Unmasked Estep 
Score: -25444768.000000 Penalty: 6087.102539
	Iteration 63Q: 3 clusters Score -2.544477e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115426 members 
Mstep: Class 2 contains 98286 members 
Entering Unmasked Estep 
Score: -25444770.000000 Penalty: 6087.102539
	Iteration 64Q: 3 clusters Score -2.544477e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115416 members 
Mstep: Class 2 contains 98296 members 
Entering Unmasked Estep 
Score: -25444754.000000 Penalty: 6087.102539
	Iteration 65Q: 3 clusters Score -2.544475e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115406 members 
Mstep: Class 2 contains 98306 members 
Entering Unmasked Estep 
Score: -25444756.000000 Penalty: 6087.102539
	Iteration 66Q: 3 clusters Score -2.544476e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115405 members 
Mstep: Class 2 contains 98307 members 
Entering Unmasked Estep 
Score: -25444750.000000 Penalty: 6087.102539
	Iteration 67Q: 3 clusters Score -2.544475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115402 members 
Mstep: Class 2 contains 98310 members 
Entering Unmasked Estep 
Score: -25444754.000000 Penalty: 6087.102539
	Iteration 68Q: 3 clusters Score -2.544475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115398 members 
Mstep: Class 2 contains 98314 members 
Entering Unmasked Estep 
Score: -25444748.000000 Penalty: 6087.102539
	Iteration 69Q: 3 clusters Score -2.544475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115398 members 
Mstep: Class 2 contains 98314 members 
Entering Unmasked Estep 
Score: -25444744.000000 Penalty: 6087.102539
	Iteration 70Q: 3 clusters Score -2.544474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115395 members 
Mstep: Class 2 contains 98317 members 
Entering Unmasked Estep 
Score: -25444736.000000 Penalty: 6087.102539
	Iteration 71Q: 3 clusters Score -2.544474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115392 members 
Mstep: Class 2 contains 98320 members 
Entering Unmasked Estep 
Score: -25444748.000000 Penalty: 6087.102539
	Iteration 72Q: 3 clusters Score -2.544475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115387 members 
Mstep: Class 2 contains 98325 members 
Entering Unmasked Estep 
Score: -25444734.000000 Penalty: 6087.102539
	Iteration 73Q: 3 clusters Score -2.544473e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115381 members 
Mstep: Class 2 contains 98331 members 
Entering Unmasked Estep 
Score: -25444744.000000 Penalty: 6087.102539
	Iteration 74Q: 3 clusters Score -2.544474e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115374 members 
Mstep: Class 2 contains 98338 members 
Entering Unmasked Estep 
Score: -25444758.000000 Penalty: 6087.102539
	Iteration 75Q: 3 clusters Score -2.544476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115366 members 
Mstep: Class 2 contains 98346 members 
Entering Unmasked Estep 
Score: -25444778.000000 Penalty: 6087.102539
	Iteration 76Q: 3 clusters Score -2.544478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115359 members 
Mstep: Class 2 contains 98353 members 
Entering Unmasked Estep 
Score: -25444772.000000 Penalty: 6087.102539
	Iteration 77Q: 3 clusters Score -2.544477e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115349 members 
Mstep: Class 2 contains 98363 members 
Entering Unmasked Estep 
Score: -25444764.000000 Penalty: 6087.102539
	Iteration 78Q: 3 clusters Score -2.544476e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115350 members 
Mstep: Class 2 contains 98362 members 
Entering Unmasked Estep 
Score: -25444756.000000 Penalty: 6087.102539
	Iteration 79Q: 3 clusters Score -2.544476e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115348 members 
Mstep: Class 2 contains 98364 members 
Entering Unmasked Estep 
Score: -25444752.000000 Penalty: 6087.102539
	Iteration 80F: 3 clusters Score -2.544475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115345 members 
Mstep: Class 2 contains 98367 members 
Entering Unmasked Estep 
Score: -25444748.000000 Penalty: 6087.102539
	Iteration 81Q: 3 clusters Score -2.544475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115340 members 
Mstep: Class 2 contains 98372 members 
Entering Unmasked Estep 
Score: -25444758.000000 Penalty: 6087.102539
	Iteration 82Q: 3 clusters Score -2.544476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115337 members 
Mstep: Class 2 contains 98375 members 
Entering Unmasked Estep 
Score: -25444766.000000 Penalty: 6087.102539
	Iteration 83Q: 3 clusters Score -2.544477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115335 members 
Mstep: Class 2 contains 98377 members 
Entering Unmasked Estep 
Score: -25444756.000000 Penalty: 6087.102539
	Iteration 84Q: 3 clusters Score -2.544476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115333 members 
Mstep: Class 2 contains 98379 members 
Entering Unmasked Estep 
Score: -25444750.000000 Penalty: 6087.102539
	Iteration 85Q: 3 clusters Score -2.544475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115328 members 
Mstep: Class 2 contains 98384 members 
Entering Unmasked Estep 
Score: -25444762.000000 Penalty: 6087.102539
	Iteration 86Q: 3 clusters Score -2.544476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115323 members 
Mstep: Class 2 contains 98389 members 
Entering Unmasked Estep 
Score: -25444766.000000 Penalty: 6087.102539
	Iteration 87Q: 3 clusters Score -2.544477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115318 members 
Mstep: Class 2 contains 98394 members 
Entering Unmasked Estep 
Score: -25444762.000000 Penalty: 6087.102539
	Iteration 88Q: 3 clusters Score -2.544476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115316 members 
Mstep: Class 2 contains 98396 members 
Entering Unmasked Estep 
Score: -25444776.000000 Penalty: 6087.102539
	Iteration 89Q: 3 clusters Score -2.544478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115314 members 
Mstep: Class 2 contains 98398 members 
Entering Unmasked Estep 
Score: -25444772.000000 Penalty: 6087.102539
	Iteration 90Q: 3 clusters Score -2.544477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115309 members 
Mstep: Class 2 contains 98403 members 
Entering Unmasked Estep 
Score: -25444770.000000 Penalty: 6087.102539
	Iteration 91Q: 3 clusters Score -2.544477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115309 members 
Mstep: Class 2 contains 98403 members 
Entering Unmasked Estep 
Score: -25444760.000000 Penalty: 6087.102539
	Iteration 92Q: 3 clusters Score -2.544476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115310 members 
Mstep: Class 2 contains 98402 members 
Entering Unmasked Estep 
Score: -25444764.000000 Penalty: 6087.102539
	Iteration 93Q: 3 clusters Score -2.544476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115311 members 
Mstep: Class 2 contains 98401 members 
Entering Unmasked Estep 
Score: -25444760.000000 Penalty: 6087.102539
	Iteration 94Q: 3 clusters Score -2.544476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115313 members 
Mstep: Class 2 contains 98399 members 
Entering Unmasked Estep 
Score: -25444750.000000 Penalty: 6087.102539
	Iteration 95Q: 3 clusters Score -2.544475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115316 members 
Mstep: Class 2 contains 98396 members 
Entering Unmasked Estep 
Score: -25444754.000000 Penalty: 6087.102539
	Iteration 96Q: 3 clusters Score -2.544475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115314 members 
Mstep: Class 2 contains 98398 members 
Entering Unmasked Estep 
Score: -25444764.000000 Penalty: 6087.102539
	Iteration 97Q: 3 clusters Score -2.544476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115313 members 
Mstep: Class 2 contains 98399 members 
Entering Unmasked Estep 
Score: -25444748.000000 Penalty: 6087.102539
	Iteration 98Q: 3 clusters Score -2.544475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115313 members 
Mstep: Class 2 contains 98399 members 
Entering Unmasked Estep 
Score: -25444754.000000 Penalty: 6087.102539
	Iteration 99Q: 3 clusters Score -2.544475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115313 members 
Mstep: Class 2 contains 98399 members 
Entering Unmasked Estep 
Score: -25444754.000000 Penalty: 6087.102539
	Iteration 100F: 3 clusters Score -2.544475e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (156819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156819 members 
Entering Unmasked Estep 
Score: -18709774.000000 Penalty: 2966.786133
	Iteration 0F: 2 clusters Score -1.870977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78373 members 
Mstep: Class 2 contains 78446 members 
Entering Unmasked Estep 
Score: -18605668.000000 Penalty: 5933.572266
	Iteration 0F: 3 clusters Score -1.860567e+07 nChanged 75071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77432 members 
Mstep: Class 2 contains 79387 members 
Entering Unmasked Estep 
Score: -18648954.000000 Penalty: 5933.572266
	Iteration 1F: 3 clusters Score -1.864895e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76913 members 
Mstep: Class 2 contains 79906 members 
Entering Unmasked Estep 
Score: -18649740.000000 Penalty: 5933.572266
	Iteration 2Q: 3 clusters Score -1.864974e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76165 members 
Mstep: Class 2 contains 80654 members 
Entering Unmasked Estep 
Score: -18650698.000000 Penalty: 5933.572266
	Iteration 3Q: 3 clusters Score -1.86507e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74991 members 
Mstep: Class 2 contains 81828 members 
Entering Unmasked Estep 
Score: -18652066.000000 Penalty: 5933.572266
	Iteration 4Q: 3 clusters Score -1.865207e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73306 members 
Mstep: Class 2 contains 83513 members 
Entering Unmasked Estep 
Score: -18654158.000000 Penalty: 5933.572266
	Iteration 5Q: 3 clusters Score -1.865416e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70947 members 
Mstep: Class 2 contains 85872 members 
Entering Unmasked Estep 
Score: -18657348.000000 Penalty: 5933.572266
	Iteration 6Q: 3 clusters Score -1.865735e+07 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67764 members 
Mstep: Class 2 contains 89055 members 
Entering Unmasked Estep 
Score: -18661740.000000 Penalty: 5933.572266
	Iteration 7F: 3 clusters Score -1.866174e+07 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63510 members 
Mstep: Class 2 contains 93309 members 
Entering Unmasked Estep 
Score: -18667626.000000 Penalty: 5933.572266
	Iteration 8F: 3 clusters Score -1.866763e+07 nChanged 9925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58363 members 
Mstep: Class 2 contains 98456 members 
Entering Unmasked Estep 
Score: -18674104.000000 Penalty: 5933.572266
	Iteration 9F: 3 clusters Score -1.86741e+07 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 104255 members 
Entering Unmasked Estep 
Score: -18681278.000000 Penalty: 5933.572266
	Iteration 10F: 3 clusters Score -1.868128e+07 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 109655 members 
Entering Unmasked Estep 
Score: -18687378.000000 Penalty: 5933.572266
	Iteration 11F: 3 clusters Score -1.868738e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 114222 members 
Entering Unmasked Estep 
Score: -18691616.000000 Penalty: 5933.572266
	Iteration 12Q: 3 clusters Score -1.869162e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 118071 members 
Entering Unmasked Estep 
Score: -18694460.000000 Penalty: 5933.572266
	Iteration 13Q: 3 clusters Score -1.869446e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 121342 members 
Entering Unmasked Estep 
Score: -18696316.000000 Penalty: 5933.572266
	Iteration 14Q: 3 clusters Score -1.869632e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 124164 members 
Entering Unmasked Estep 
Score: -18697736.000000 Penalty: 5933.572266
	Iteration 15Q: 3 clusters Score -1.869774e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 126735 members 
Entering Unmasked Estep 
Score: -18698866.000000 Penalty: 5933.572266
	Iteration 16Q: 3 clusters Score -1.869887e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 129188 members 
Entering Unmasked Estep 
Score: -18699942.000000 Penalty: 5933.572266
	Iteration 17Q: 3 clusters Score -1.869994e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 131468 members 
Entering Unmasked Estep 
Score: -18701076.000000 Penalty: 5933.572266
	Iteration 18Q: 3 clusters Score -1.870108e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 133528 members 
Entering Unmasked Estep 
Score: -18701938.000000 Penalty: 5933.572266
	Iteration 19Q: 3 clusters Score -1.870194e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 135422 members 
Entering Unmasked Estep 
Score: -18702744.000000 Penalty: 5933.572266
	Iteration 20F: 3 clusters Score -1.870274e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 137189 members 
Entering Unmasked Estep 
Score: -18703576.000000 Penalty: 5933.572266
	Iteration 21Q: 3 clusters Score -1.870358e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 138785 members 
Entering Unmasked Estep 
Score: -18704160.000000 Penalty: 5933.572266
	Iteration 22Q: 3 clusters Score -1.870416e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 140256 members 
Entering Unmasked Estep 
Score: -18704752.000000 Penalty: 5933.572266
	Iteration 23Q: 3 clusters Score -1.870475e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 141622 members 
Entering Unmasked Estep 
Score: -18705224.000000 Penalty: 5933.572266
	Iteration 24Q: 3 clusters Score -1.870522e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 142847 members 
Entering Unmasked Estep 
Score: -18705584.000000 Penalty: 5933.572266
	Iteration 25Q: 3 clusters Score -1.870558e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 143983 members 
Entering Unmasked Estep 
Score: -18705952.000000 Penalty: 5933.572266
	Iteration 26Q: 3 clusters Score -1.870595e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 145030 members 
Entering Unmasked Estep 
Score: -18706208.000000 Penalty: 5933.572266
	Iteration 27Q: 3 clusters Score -1.870621e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 145982 members 
Entering Unmasked Estep 
Score: -18706536.000000 Penalty: 5933.572266
	Iteration 28Q: 3 clusters Score -1.870654e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 146833 members 
Entering Unmasked Estep 
Score: -18706770.000000 Penalty: 5933.572266
	Iteration 29Q: 3 clusters Score -1.870677e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 147603 members 
Entering Unmasked Estep 
Score: -18706928.000000 Penalty: 5933.572266
	Iteration 30Q: 3 clusters Score -1.870693e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 148256 members 
Entering Unmasked Estep 
Score: -18707118.000000 Penalty: 5933.572266
	Iteration 31Q: 3 clusters Score -1.870712e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 148834 members 
Entering Unmasked Estep 
Score: -18707234.000000 Penalty: 5933.572266
	Iteration 32Q: 3 clusters Score -1.870723e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 149354 members 
Entering Unmasked Estep 
Score: -18707308.000000 Penalty: 5933.572266
	Iteration 33Q: 3 clusters Score -1.870731e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 149776 members 
Entering Unmasked Estep 
Score: -18707342.000000 Penalty: 5933.572266
	Iteration 34Q: 3 clusters Score -1.870734e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 150176 members 
Entering Unmasked Estep 
Score: -18707384.000000 Penalty: 5933.572266
	Iteration 35Q: 3 clusters Score -1.870738e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 150534 members 
Entering Unmasked Estep 
Score: -18707458.000000 Penalty: 5933.572266
	Iteration 36Q: 3 clusters Score -1.870746e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 150869 members 
Entering Unmasked Estep 
Score: -18707568.000000 Penalty: 5933.572266
	Iteration 37Q: 3 clusters Score -1.870757e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 151165 members 
Entering Unmasked Estep 
Score: -18707610.000000 Penalty: 5933.572266
	Iteration 38Q: 3 clusters Score -1.870761e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 151396 members 
Entering Unmasked Estep 
Score: -18707692.000000 Penalty: 5933.572266
	Iteration 39Q: 3 clusters Score -1.870769e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 151594 members 
Entering Unmasked Estep 
Score: -18707746.000000 Penalty: 5933.572266
	Iteration 40F: 3 clusters Score -1.870775e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 151757 members 
Entering Unmasked Estep 
Score: -18707796.000000 Penalty: 5933.572266
	Iteration 41Q: 3 clusters Score -1.87078e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 151926 members 
Entering Unmasked Estep 
Score: -18707802.000000 Penalty: 5933.572266
	Iteration 42Q: 3 clusters Score -1.87078e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 152072 members 
Entering Unmasked Estep 
Score: -18707844.000000 Penalty: 5933.572266
	Iteration 43Q: 3 clusters Score -1.870784e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 152182 members 
Entering Unmasked Estep 
Score: -18707872.000000 Penalty: 5933.572266
	Iteration 44Q: 3 clusters Score -1.870787e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 152286 members 
Entering Unmasked Estep 
Score: -18707840.000000 Penalty: 5933.572266
	Iteration 45Q: 3 clusters Score -1.870784e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 152372 members 
Entering Unmasked Estep 
Score: -18707822.000000 Penalty: 5933.572266
	Iteration 46Q: 3 clusters Score -1.870782e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 152461 members 
Entering Unmasked Estep 
Score: -18707812.000000 Penalty: 5933.572266
	Iteration 47Q: 3 clusters Score -1.870781e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 152537 members 
Entering Unmasked Estep 
Score: -18707842.000000 Penalty: 5933.572266
	Iteration 48Q: 3 clusters Score -1.870784e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 152610 members 
Entering Unmasked Estep 
Score: -18707872.000000 Penalty: 5933.572266
	Iteration 49Q: 3 clusters Score -1.870787e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 152666 members 
Entering Unmasked Estep 
Score: -18707872.000000 Penalty: 5933.572266
	Iteration 50Q: 3 clusters Score -1.870787e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 152725 members 
Entering Unmasked Estep 
Score: -18707860.000000 Penalty: 5933.572266
	Iteration 51Q: 3 clusters Score -1.870786e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 152786 members 
Entering Unmasked Estep 
Score: -18707866.000000 Penalty: 5933.572266
	Iteration 52Q: 3 clusters Score -1.870787e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 152845 members 
Entering Unmasked Estep 
Score: -18707880.000000 Penalty: 5933.572266
	Iteration 53Q: 3 clusters Score -1.870788e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 152908 members 
Entering Unmasked Estep 
Score: -18707882.000000 Penalty: 5933.572266
	Iteration 54Q: 3 clusters Score -1.870788e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 152958 members 
Entering Unmasked Estep 
Score: -18707888.000000 Penalty: 5933.572266
	Iteration 55Q: 3 clusters Score -1.870789e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 152999 members 
Entering Unmasked Estep 
Score: -18707888.000000 Penalty: 5933.572266
	Iteration 56Q: 3 clusters Score -1.870789e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 153044 members 
Entering Unmasked Estep 
Score: -18707908.000000 Penalty: 5933.572266
	Iteration 57Q: 3 clusters Score -1.870791e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 153079 members 
Entering Unmasked Estep 
Score: -18707908.000000 Penalty: 5933.572266
	Iteration 58Q: 3 clusters Score -1.870791e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 153106 members 
Entering Unmasked Estep 
Score: -18707906.000000 Penalty: 5933.572266
	Iteration 59Q: 3 clusters Score -1.870791e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 153130 members 
Entering Unmasked Estep 
Score: -18707894.000000 Penalty: 5933.572266
	Iteration 60F: 3 clusters Score -1.870789e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 153152 members 
Entering Unmasked Estep 
Score: -18707912.000000 Penalty: 5933.572266
	Iteration 61Q: 3 clusters Score -1.870791e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 153175 members 
Entering Unmasked Estep 
Score: -18707920.000000 Penalty: 5933.572266
	Iteration 62Q: 3 clusters Score -1.870792e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 153192 members 
Entering Unmasked Estep 
Score: -18707918.000000 Penalty: 5933.572266
	Iteration 63Q: 3 clusters Score -1.870792e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 153208 members 
Entering Unmasked Estep 
Score: -18707928.000000 Penalty: 5933.572266
	Iteration 64Q: 3 clusters Score -1.870793e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 153223 members 
Entering Unmasked Estep 
Score: -18707922.000000 Penalty: 5933.572266
	Iteration 65Q: 3 clusters Score -1.870792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 153235 members 
Entering Unmasked Estep 
Score: -18707918.000000 Penalty: 5933.572266
	Iteration 66Q: 3 clusters Score -1.870792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 153247 members 
Entering Unmasked Estep 
Score: -18707926.000000 Penalty: 5933.572266
	Iteration 67Q: 3 clusters Score -1.870793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 153256 members 
Entering Unmasked Estep 
Score: -18707926.000000 Penalty: 5933.572266
	Iteration 68Q: 3 clusters Score -1.870793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 153260 members 
Entering Unmasked Estep 
Score: -18707912.000000 Penalty: 5933.572266
	Iteration 69Q: 3 clusters Score -1.870791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 153267 members 
Entering Unmasked Estep 
Score: -18707902.000000 Penalty: 5933.572266
	Iteration 70Q: 3 clusters Score -1.87079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 153273 members 
Entering Unmasked Estep 
Score: -18707912.000000 Penalty: 5933.572266
	Iteration 71Q: 3 clusters Score -1.870791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 153280 members 
Entering Unmasked Estep 
Score: -18707918.000000 Penalty: 5933.572266
	Iteration 72Q: 3 clusters Score -1.870792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 153292 members 
Entering Unmasked Estep 
Score: -18707900.000000 Penalty: 5933.572266
	Iteration 73Q: 3 clusters Score -1.87079e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 153301 members 
Entering Unmasked Estep 
Score: -18707894.000000 Penalty: 5933.572266
	Iteration 74Q: 3 clusters Score -1.870789e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 153317 members 
Entering Unmasked Estep 
Score: -18707922.000000 Penalty: 5933.572266
	Iteration 75Q: 3 clusters Score -1.870792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 153328 members 
Entering Unmasked Estep 
Score: -18707918.000000 Penalty: 5933.572266
	Iteration 76Q: 3 clusters Score -1.870792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 153335 members 
Entering Unmasked Estep 
Score: -18707920.000000 Penalty: 5933.572266
	Iteration 77Q: 3 clusters Score -1.870792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 153342 members 
Entering Unmasked Estep 
Score: -18707916.000000 Penalty: 5933.572266
	Iteration 78Q: 3 clusters Score -1.870792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 153352 members 
Entering Unmasked Estep 
Score: -18707928.000000 Penalty: 5933.572266
	Iteration 79Q: 3 clusters Score -1.870793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 153356 members 
Entering Unmasked Estep 
Score: -18707924.000000 Penalty: 5933.572266
	Iteration 80F: 3 clusters Score -1.870792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 153359 members 
Entering Unmasked Estep 
Score: -18707924.000000 Penalty: 5933.572266
	Iteration 81Q: 3 clusters Score -1.870792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 153360 members 
Entering Unmasked Estep 
Score: -18707926.000000 Penalty: 5933.572266
	Iteration 82Q: 3 clusters Score -1.870793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 153361 members 
Entering Unmasked Estep 
Score: -18707926.000000 Penalty: 5933.572266
	Iteration 83Q: 3 clusters Score -1.870793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 153363 members 
Entering Unmasked Estep 
Score: -18707928.000000 Penalty: 5933.572266
	Iteration 84Q: 3 clusters Score -1.870793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 153365 members 
Entering Unmasked Estep 
Score: -18707932.000000 Penalty: 5933.572266
	Iteration 85Q: 3 clusters Score -1.870793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 153366 members 
Entering Unmasked Estep 
Score: -18707922.000000 Penalty: 5933.572266
	Iteration 86Q: 3 clusters Score -1.870792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 153366 members 
Entering Unmasked Estep 
Score: -18707922.000000 Penalty: 5933.572266
	Iteration 87F: 3 clusters Score -1.870792e+07 nChanged 0
--- Evaluating fit on full set of 2049847 points ---
Entering Unmasked Estep 
Score: -239418960.000000 Penalty: 79293.554688
24->23 Clusters: Score -239418960.000000, best is -239694464.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 683282 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 28333 members 
Mstep: Class 3 contains 28192 members 
Mstep: Class 4 contains 28473 members 
Mstep: Class 5 contains 28629 members 
Mstep: Class 6 contains 28246 members 
Mstep: Class 7 contains 28190 members 
Mstep: Class 8 contains 28834 members 
Mstep: Class 9 contains 28533 members 
Mstep: Class 10 contains 28526 members 
Mstep: Class 11 contains 28746 members 
Mstep: Class 12 contains 28570 members 
Mstep: Class 13 contains 28140 members 
Mstep: Class 14 contains 28587 members 
Mstep: Class 15 contains 28436 members 
Mstep: Class 16 contains 28802 members 
Mstep: Class 17 contains 28384 members 
Mstep: Class 18 contains 28423 members 
Mstep: Class 19 contains 28425 members 
Mstep: Class 20 contains 28767 members 
Mstep: Class 21 contains 28483 members 
Mstep: Class 22 contains 28275 members 
Mstep: Class 23 contains 28284 members 
Mstep: Class 24 contains 28603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 399.869324 but Gain 3331.789062
Score: -76834288.000000 Penalty: 76631.320312
Iteration 0F: 24 clusters Score -7.683429e+07 nChanged 649473
Entering Unmasked Mstep 
Mstep: Class 0 contains 1817 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 3 contains 34572 members 
Mstep: Class 4 contains 31777 members 
Mstep: Class 5 contains 11292 members 
Mstep: Class 6 contains 4532 members 
Mstep: Class 7 contains 19125 members 
Mstep: Class 8 contains 110288 members 
Mstep: Class 9 contains 39971 members 
Mstep: Class 10 contains 51856 members 
Mstep: Class 11 contains 27621 members 
Mstep: Class 12 contains 68331 members 
Mstep: Class 13 contains 30930 members 
Mstep: Class 14 contains 28513 members 
Mstep: Class 15 contains 11428 members 
Mstep: Class 16 contains 18786 members 
Mstep: Class 17 contains 25718 members 
Mstep: Class 18 contains 13146 members 
Mstep: Class 19 contains 21566 members 
Mstep: Class 20 contains 39314 members 
Mstep: Class 21 contains 30515 members 
Mstep: Class 22 contains 5287 members 
Mstep: Class 23 contains 24710 members 
Mstep: Class 24 contains 9846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79015400.000000 Penalty: 76631.320312
Iteration 1F: 24 clusters Score -7.90154e+07 nChanged 228962
Entering Unmasked Mstep 
Mstep: Class 0 contains 357 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 3 contains 36171 members 
Mstep: Class 4 contains 24200 members 
Mstep: Class 5 contains 9390 members 
Mstep: Class 6 contains 2343 members 
Mstep: Class 7 contains 13898 members 
Mstep: Class 8 contains 163148 members 
Mstep: Class 9 contains 45211 members 
Mstep: Class 10 contains 42865 members 
Mstep: Class 11 contains 25498 members 
Mstep: Class 12 contains 79361 members 
Mstep: Class 13 contains 29876 members 
Mstep: Class 14 contains 16655 members 
Mstep: Class 15 contains 8251 members 
Mstep: Class 16 contains 18605 members 
Mstep: Class 17 contains 20403 members 
Mstep: Class 18 contains 10231 members 
Mstep: Class 19 contains 21641 members 
Mstep: Class 20 contains 35501 members 
Mstep: Class 21 contains 29924 members 
Mstep: Class 22 contains 2265 members 
Mstep: Class 23 contains 22502 members 
Mstep: Class 24 contains 6091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79426136.000000 Penalty: 76631.320312
Iteration 2F: 24 clusters Score -7.942614e+07 nChanged 166460
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 3 contains 33458 members 
Mstep: Class 4 contains 16862 members 
Mstep: Class 5 contains 7123 members 
Mstep: Class 6 contains 1686 members 
Mstep: Class 7 contains 9604 members 
Mstep: Class 8 contains 221911 members 
Mstep: Class 9 contains 43371 members 
Mstep: Class 10 contains 36917 members 
Mstep: Class 11 contains 19628 members 
Mstep: Class 12 contains 81350 members 
Mstep: Class 13 contains 30489 members 
Mstep: Class 14 contains 7643 members 
Mstep: Class 15 contains 5642 members 
Mstep: Class 16 contains 17117 members 
Mstep: Class 17 contains 16758 members 
Mstep: Class 18 contains 7469 members 
Mstep: Class 19 contains 27913 members 
Mstep: Class 20 contains 31282 members 
Mstep: Class 21 contains 26592 members 
Mstep: Class 22 contains 1384 members 
Mstep: Class 23 contains 19719 members 
Mstep: Class 24 contains 3345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79626432.000000 Penalty: 76631.320312
Iteration 3F: 24 clusters Score -7.962643e+07 nChanged 129350
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 3 contains 28341 members 
Mstep: Class 4 contains 11373 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 1695 members 
Mstep: Class 7 contains 6406 members 
Mstep: Class 8 contains 283475 members 
Mstep: Class 9 contains 36367 members 
Mstep: Class 10 contains 32322 members 
Mstep: Class 11 contains 13561 members 
Mstep: Class 12 contains 79288 members 
Mstep: Class 13 contains 29734 members 
Mstep: Class 14 contains 3291 members 
Mstep: Class 15 contains 3676 members 
Mstep: Class 16 contains 15096 members 
Mstep: Class 17 contains 13486 members 
Mstep: Class 18 contains 5675 members 
Mstep: Class 19 contains 32043 members 
Mstep: Class 20 contains 24880 members 
Mstep: Class 21 contains 23461 members 
Mstep: Class 22 contains 1243 members 
Mstep: Class 23 contains 17407 members 
Mstep: Class 24 contains 1427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79687736.000000 Penalty: 76631.320312
Iteration 4F: 24 clusters Score -7.968774e+07 nChanged 95788
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 3 contains 24728 members 
Mstep: Class 4 contains 8109 members 
Mstep: Class 5 contains 3809 members 
Mstep: Class 6 contains 1715 members 
Mstep: Class 7 contains 4602 members 
Mstep: Class 8 contains 316206 members 
Mstep: Class 9 contains 31092 members 
Mstep: Class 10 contains 29090 members 
Mstep: Class 11 contains 9575 members 
Mstep: Class 12 contains 80476 members 
Mstep: Class 13 contains 29955 members 
Mstep: Class 14 contains 1692 members 
Mstep: Class 15 contains 2829 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 12694 members 
Mstep: Class 18 contains 5410 members 
Mstep: Class 19 contains 33310 members 
Mstep: Class 20 contains 19181 members 
Mstep: Class 21 contains 22026 members 
Mstep: Class 22 contains 1246 members 
Mstep: Class 23 contains 16886 members 
Mstep: Class 24 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79732672.000000 Penalty: 76631.320312
Iteration 5F: 24 clusters Score -7.973267e+07 nChanged 72839
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 3 contains 22772 members 
Mstep: Class 4 contains 5925 members 
Mstep: Class 5 contains 3148 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 3538 members 
Mstep: Class 8 contains 329247 members 
Mstep: Class 9 contains 27096 members 
Mstep: Class 10 contains 26045 members 
Mstep: Class 11 contains 6844 members 
Mstep: Class 12 contains 84850 members 
Mstep: Class 13 contains 30725 members 
Mstep: Class 14 contains 1255 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 16930 members 
Mstep: Class 17 contains 14488 members 
Mstep: Class 18 contains 6277 members 
Mstep: Class 19 contains 33482 members 
Mstep: Class 20 contains 15232 members 
Mstep: Class 21 contains 20900 members 
Mstep: Class 22 contains 1252 members 
Mstep: Class 23 contains 16869 members 
Mstep: Class 24 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79772456.000000 Penalty: 76631.320312
Iteration 6F: 24 clusters Score -7.977246e+07 nChanged 57678
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 3 contains 21862 members 
Mstep: Class 4 contains 4545 members 
Mstep: Class 5 contains 2833 members 
Mstep: Class 6 contains 1710 members 
Mstep: Class 7 contains 2947 members 
Mstep: Class 8 contains 331776 members 
Mstep: Class 9 contains 23560 members 
Mstep: Class 10 contains 23503 members 
Mstep: Class 11 contains 4908 members 
Mstep: Class 12 contains 90821 members 
Mstep: Class 13 contains 31295 members 
Mstep: Class 14 contains 1245 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 19282 members 
Mstep: Class 17 contains 18008 members 
Mstep: Class 18 contains 7972 members 
Mstep: Class 19 contains 33510 members 
Mstep: Class 20 contains 12499 members 
Mstep: Class 21 contains 19145 members 
Mstep: Class 22 contains 1240 members 
Mstep: Class 23 contains 16796 members 
Mstep: Class 24 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79807040.000000 Penalty: 76631.320312
Iteration 7F: 24 clusters Score -7.980704e+07 nChanged 45820
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 3 contains 22002 members 
Mstep: Class 4 contains 3651 members 
Mstep: Class 5 contains 2684 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 2603 members 
Mstep: Class 8 contains 328903 members 
Mstep: Class 9 contains 20358 members 
Mstep: Class 10 contains 21560 members 
Mstep: Class 11 contains 3572 members 
Mstep: Class 12 contains 97118 members 
Mstep: Class 13 contains 31583 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 3692 members 
Mstep: Class 16 contains 21698 members 
Mstep: Class 17 contains 22099 members 
Mstep: Class 18 contains 10137 members 
Mstep: Class 19 contains 33594 members 
Mstep: Class 20 contains 10617 members 
Mstep: Class 21 contains 16935 members 
Mstep: Class 22 contains 1170 members 
Mstep: Class 23 contains 16598 members 
Mstep: Class 24 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3000.878662 but Gain 3331.796875
Score: -79835664.000000 Penalty: 73299.523438
Iteration 8F: 23 clusters Score -7.983566e+07 nChanged 39872
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 3 contains 22863 members 
Mstep: Class 4 contains 3016 members 
Mstep: Class 5 contains 2704 members 
Mstep: Class 6 contains 1675 members 
Mstep: Class 7 contains 2372 members 
Mstep: Class 8 contains 323999 members 
Mstep: Class 9 contains 17273 members 
Mstep: Class 10 contains 20056 members 
Mstep: Class 12 contains 104434 members 
Mstep: Class 13 contains 31644 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 4171 members 
Mstep: Class 16 contains 24193 members 
Mstep: Class 17 contains 26225 members 
Mstep: Class 18 contains 12348 members 
Mstep: Class 19 contains 33792 members 
Mstep: Class 20 contains 9426 members 
Mstep: Class 21 contains 14674 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 17039 members 
Mstep: Class 24 contains 780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3012.011230 but Gain 3331.796875
Score: -79862664.000000 Penalty: 69967.726562
Iteration 9F: 22 clusters Score -7.986266e+07 nChanged 33635
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 3 contains 24241 members 
Mstep: Class 5 contains 2586 members 
Mstep: Class 6 contains 1663 members 
Mstep: Class 7 contains 2306 members 
Mstep: Class 8 contains 318598 members 
Mstep: Class 9 contains 14415 members 
Mstep: Class 10 contains 18930 members 
Mstep: Class 12 contains 109805 members 
Mstep: Class 13 contains 31728 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 4574 members 
Mstep: Class 16 contains 26695 members 
Mstep: Class 17 contains 30029 members 
Mstep: Class 18 contains 14666 members 
Mstep: Class 19 contains 34003 members 
Mstep: Class 20 contains 8751 members 
Mstep: Class 21 contains 12647 members 
Mstep: Class 22 contains 790 members 
Mstep: Class 23 contains 16954 members 
Mstep: Class 24 contains 797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79885128.000000 Penalty: 69967.726562
Iteration 10Q: 22 clusters Score -7.988513e+07 nChanged 27124
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 3 contains 25869 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 1662 members 
Mstep: Class 7 contains 2238 members 
Mstep: Class 8 contains 310862 members 
Mstep: Class 9 contains 11739 members 
Mstep: Class 10 contains 18003 members 
Mstep: Class 12 contains 114430 members 
Mstep: Class 13 contains 31596 members 
Mstep: Class 14 contains 1417 members 
Mstep: Class 15 contains 4923 members 
Mstep: Class 16 contains 28908 members 
Mstep: Class 17 contains 33466 members 
Mstep: Class 18 contains 16708 members 
Mstep: Class 19 contains 34090 members 
Mstep: Class 20 contains 8310 members 
Mstep: Class 21 contains 10996 members 
Mstep: Class 22 contains 525 members 
Mstep: Class 23 contains 16962 members 
Mstep: Class 24 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79902112.000000 Penalty: 69967.726562
Iteration 11Q: 22 clusters Score -7.990211e+07 nChanged 24132
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 3 contains 27855 members 
Mstep: Class 5 contains 2313 members 
Mstep: Class 6 contains 1658 members 
Mstep: Class 7 contains 2179 members 
Mstep: Class 8 contains 302764 members 
Mstep: Class 9 contains 9497 members 
Mstep: Class 10 contains 17117 members 
Mstep: Class 12 contains 118662 members 
Mstep: Class 13 contains 31433 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 15 contains 5223 members 
Mstep: Class 16 contains 30866 members 
Mstep: Class 17 contains 36408 members 
Mstep: Class 18 contains 18593 members 
Mstep: Class 19 contains 34228 members 
Mstep: Class 20 contains 7952 members 
Mstep: Class 21 contains 9824 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 17066 members 
Mstep: Class 24 contains 842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79915936.000000 Penalty: 69967.726562
Iteration 12Q: 22 clusters Score -7.991594e+07 nChanged 21398
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 3 contains 29960 members 
Mstep: Class 5 contains 2222 members 
Mstep: Class 6 contains 1660 members 
Mstep: Class 7 contains 2139 members 
Mstep: Class 8 contains 294524 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 16290 members 
Mstep: Class 12 contains 122702 members 
Mstep: Class 13 contains 31298 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 32605 members 
Mstep: Class 17 contains 38830 members 
Mstep: Class 18 contains 20253 members 
Mstep: Class 19 contains 34391 members 
Mstep: Class 20 contains 7632 members 
Mstep: Class 21 contains 9023 members 
Mstep: Class 22 contains 317 members 
Mstep: Class 23 contains 17133 members 
Mstep: Class 24 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79927280.000000 Penalty: 69967.726562
Iteration 13Q: 22 clusters Score -7.992728e+07 nChanged 19201
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 3 contains 32154 members 
Mstep: Class 5 contains 2128 members 
Mstep: Class 6 contains 1666 members 
Mstep: Class 7 contains 2120 members 
Mstep: Class 8 contains 286499 members 
Mstep: Class 9 contains 6278 members 
Mstep: Class 10 contains 15572 members 
Mstep: Class 12 contains 126569 members 
Mstep: Class 13 contains 31204 members 
Mstep: Class 14 contains 1420 members 
Mstep: Class 15 contains 5741 members 
Mstep: Class 16 contains 34120 members 
Mstep: Class 17 contains 40770 members 
Mstep: Class 18 contains 21671 members 
Mstep: Class 19 contains 34529 members 
Mstep: Class 20 contains 7311 members 
Mstep: Class 21 contains 8586 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 17088 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79940368.000000 Penalty: 69967.726562
Iteration 14Q: 22 clusters Score -7.994037e+07 nChanged 16949
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 3 contains 34255 members 
Mstep: Class 5 contains 2050 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 2104 members 
Mstep: Class 8 contains 279280 members 
Mstep: Class 9 contains 5174 members 
Mstep: Class 10 contains 14792 members 
Mstep: Class 12 contains 130134 members 
Mstep: Class 13 contains 31022 members 
Mstep: Class 14 contains 1428 members 
Mstep: Class 15 contains 5954 members 
Mstep: Class 16 contains 35418 members 
Mstep: Class 17 contains 42313 members 
Mstep: Class 18 contains 22875 members 
Mstep: Class 19 contains 34688 members 
Mstep: Class 20 contains 7008 members 
Mstep: Class 21 contains 8359 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 16977 members 
Mstep: Class 24 contains 870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79950408.000000 Penalty: 69967.726562
Iteration 15Q: 22 clusters Score -7.995041e+07 nChanged 15062
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 3 contains 36200 members 
Mstep: Class 5 contains 1979 members 
Mstep: Class 6 contains 1693 members 
Mstep: Class 7 contains 2118 members 
Mstep: Class 8 contains 272611 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 13973 members 
Mstep: Class 12 contains 133310 members 
Mstep: Class 13 contains 30927 members 
Mstep: Class 14 contains 1432 members 
Mstep: Class 15 contains 6131 members 
Mstep: Class 16 contains 36605 members 
Mstep: Class 17 contains 43608 members 
Mstep: Class 18 contains 23927 members 
Mstep: Class 19 contains 34799 members 
Mstep: Class 20 contains 6796 members 
Mstep: Class 21 contains 8217 members 
Mstep: Class 22 contains 273 members 
Mstep: Class 23 contains 16785 members 
Mstep: Class 24 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79958696.000000 Penalty: 69967.726562
Iteration 16Q: 22 clusters Score -7.99587e+07 nChanged 13566
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 3 contains 37949 members 
Mstep: Class 5 contains 1945 members 
Mstep: Class 6 contains 1715 members 
Mstep: Class 7 contains 2136 members 
Mstep: Class 8 contains 266493 members 
Mstep: Class 9 contains 3930 members 
Mstep: Class 10 contains 13213 members 
Mstep: Class 12 contains 136399 members 
Mstep: Class 13 contains 30867 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 6262 members 
Mstep: Class 16 contains 37698 members 
Mstep: Class 17 contains 44647 members 
Mstep: Class 18 contains 24768 members 
Mstep: Class 19 contains 34859 members 
Mstep: Class 20 contains 6623 members 
Mstep: Class 21 contains 8112 members 
Mstep: Class 22 contains 265 members 
Mstep: Class 23 contains 16482 members 
Mstep: Class 24 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79965952.000000 Penalty: 69967.726562
Iteration 17Q: 22 clusters Score -7.996595e+07 nChanged 12486
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 3 contains 39514 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 2125 members 
Mstep: Class 8 contains 260917 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 12418 members 
Mstep: Class 12 contains 139369 members 
Mstep: Class 13 contains 30839 members 
Mstep: Class 14 contains 1490 members 
Mstep: Class 15 contains 6388 members 
Mstep: Class 16 contains 38688 members 
Mstep: Class 17 contains 45512 members 
Mstep: Class 18 contains 25410 members 
Mstep: Class 19 contains 34922 members 
Mstep: Class 20 contains 6502 members 
Mstep: Class 21 contains 8051 members 
Mstep: Class 22 contains 261 members 
Mstep: Class 23 contains 16235 members 
Mstep: Class 24 contains 883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79972984.000000 Penalty: 69967.726562
Iteration 18Q: 22 clusters Score -7.997298e+07 nChanged 11572
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 3 contains 40806 members 
Mstep: Class 5 contains 1843 members 
Mstep: Class 6 contains 1742 members 
Mstep: Class 7 contains 2111 members 
Mstep: Class 8 contains 255782 members 
Mstep: Class 9 contains 3222 members 
Mstep: Class 10 contains 11595 members 
Mstep: Class 12 contains 142280 members 
Mstep: Class 13 contains 30881 members 
Mstep: Class 14 contains 1529 members 
Mstep: Class 15 contains 6482 members 
Mstep: Class 16 contains 39671 members 
Mstep: Class 17 contains 46227 members 
Mstep: Class 18 contains 25941 members 
Mstep: Class 19 contains 34945 members 
Mstep: Class 20 contains 6436 members 
Mstep: Class 21 contains 7979 members 
Mstep: Class 22 contains 260 members 
Mstep: Class 23 contains 16009 members 
Mstep: Class 24 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79978320.000000 Penalty: 69967.726562
Iteration 19Q: 22 clusters Score -7.997832e+07 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 3 contains 41797 members 
Mstep: Class 5 contains 1802 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 2106 members 
Mstep: Class 8 contains 251281 members 
Mstep: Class 9 contains 2976 members 
Mstep: Class 10 contains 10774 members 
Mstep: Class 12 contains 144944 members 
Mstep: Class 13 contains 30894 members 
Mstep: Class 14 contains 1574 members 
Mstep: Class 15 contains 6571 members 
Mstep: Class 16 contains 40608 members 
Mstep: Class 17 contains 46785 members 
Mstep: Class 18 contains 26330 members 
Mstep: Class 19 contains 34977 members 
Mstep: Class 20 contains 6406 members 
Mstep: Class 21 contains 7931 members 
Mstep: Class 22 contains 261 members 
Mstep: Class 23 contains 15905 members 
Mstep: Class 24 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79985296.000000 Penalty: 69967.726562
Iteration 20F: 22 clusters Score -7.99853e+07 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 3 contains 42488 members 
Mstep: Class 5 contains 1763 members 
Mstep: Class 6 contains 1693 members 
Mstep: Class 7 contains 2109 members 
Mstep: Class 8 contains 247371 members 
Mstep: Class 9 contains 2771 members 
Mstep: Class 10 contains 10043 members 
Mstep: Class 12 contains 147343 members 
Mstep: Class 13 contains 30845 members 
Mstep: Class 14 contains 1620 members 
Mstep: Class 15 contains 6653 members 
Mstep: Class 16 contains 41510 members 
Mstep: Class 17 contains 47200 members 
Mstep: Class 18 contains 26650 members 
Mstep: Class 19 contains 35023 members 
Mstep: Class 20 contains 6415 members 
Mstep: Class 21 contains 7914 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 15897 members 
Mstep: Class 24 contains 887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 3212.329834 but Gain 3331.796875
Score: -79991176.000000 Penalty: 66635.929688
Iteration 21Q: 21 clusters Score -7.999118e+07 nChanged 11699
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 3 contains 43063 members 
Mstep: Class 5 contains 1740 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 2117 members 
Mstep: Class 8 contains 244953 members 
Mstep: Class 10 contains 9303 members 
Mstep: Class 12 contains 149863 members 
Mstep: Class 13 contains 30868 members 
Mstep: Class 14 contains 1695 members 
Mstep: Class 15 contains 6712 members 
Mstep: Class 16 contains 43074 members 
Mstep: Class 17 contains 47516 members 
Mstep: Class 18 contains 27224 members 
Mstep: Class 19 contains 35042 members 
Mstep: Class 20 contains 6428 members 
Mstep: Class 21 contains 7921 members 
Mstep: Class 22 contains 267 members 
Mstep: Class 23 contains 16041 members 
Mstep: Class 24 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79997520.000000 Penalty: 66635.929688
Iteration 22Q: 21 clusters Score -7.999752e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 3 contains 43114 members 
Mstep: Class 5 contains 1715 members 
Mstep: Class 6 contains 1643 members 
Mstep: Class 7 contains 2120 members 
Mstep: Class 8 contains 241918 members 
Mstep: Class 10 contains 8568 members 
Mstep: Class 12 contains 151497 members 
Mstep: Class 13 contains 30954 members 
Mstep: Class 14 contains 1748 members 
Mstep: Class 15 contains 6753 members 
Mstep: Class 16 contains 44165 members 
Mstep: Class 17 contains 47701 members 
Mstep: Class 18 contains 27467 members 
Mstep: Class 19 contains 35088 members 
Mstep: Class 20 contains 6434 members 
Mstep: Class 21 contains 7935 members 
Mstep: Class 22 contains 262 members 
Mstep: Class 23 contains 16302 members 
Mstep: Class 24 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80001360.000000 Penalty: 66635.929688
Iteration 23Q: 21 clusters Score -8.000136e+07 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 3 contains 43053 members 
Mstep: Class 5 contains 1700 members 
Mstep: Class 6 contains 1635 members 
Mstep: Class 7 contains 2118 members 
Mstep: Class 8 contains 239630 members 
Mstep: Class 10 contains 7779 members 
Mstep: Class 12 contains 152857 members 
Mstep: Class 13 contains 31062 members 
Mstep: Class 14 contains 1783 members 
Mstep: Class 15 contains 6799 members 
Mstep: Class 16 contains 45182 members 
Mstep: Class 17 contains 47765 members 
Mstep: Class 18 contains 27608 members 
Mstep: Class 19 contains 35182 members 
Mstep: Class 20 contains 6423 members 
Mstep: Class 21 contains 7927 members 
Mstep: Class 22 contains 262 members 
Mstep: Class 23 contains 16525 members 
Mstep: Class 24 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80004536.000000 Penalty: 66635.929688
Iteration 24Q: 21 clusters Score -8.000454e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 3 contains 42846 members 
Mstep: Class 5 contains 1691 members 
Mstep: Class 6 contains 1632 members 
Mstep: Class 7 contains 2119 members 
Mstep: Class 8 contains 237929 members 
Mstep: Class 10 contains 6980 members 
Mstep: Class 12 contains 153930 members 
Mstep: Class 13 contains 31163 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 6832 members 
Mstep: Class 16 contains 46108 members 
Mstep: Class 17 contains 47777 members 
Mstep: Class 18 contains 27658 members 
Mstep: Class 19 contains 35312 members 
Mstep: Class 20 contains 6400 members 
Mstep: Class 21 contains 7936 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 16785 members 
Mstep: Class 24 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80007344.000000 Penalty: 66635.929688
Iteration 25Q: 21 clusters Score -8.000734e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 3 contains 42639 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1630 members 
Mstep: Class 7 contains 2130 members 
Mstep: Class 8 contains 236529 members 
Mstep: Class 10 contains 6167 members 
Mstep: Class 12 contains 154803 members 
Mstep: Class 13 contains 31332 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 6850 members 
Mstep: Class 16 contains 47030 members 
Mstep: Class 17 contains 47716 members 
Mstep: Class 18 contains 27670 members 
Mstep: Class 19 contains 35470 members 
Mstep: Class 20 contains 6384 members 
Mstep: Class 21 contains 7933 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 17007 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80009200.000000 Penalty: 66635.929688
Iteration 26Q: 21 clusters Score -8.00092e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 3 contains 42342 members 
Mstep: Class 5 contains 1672 members 
Mstep: Class 6 contains 1630 members 
Mstep: Class 7 contains 2144 members 
Mstep: Class 8 contains 235411 members 
Mstep: Class 10 contains 5418 members 
Mstep: Class 12 contains 155432 members 
Mstep: Class 13 contains 31540 members 
Mstep: Class 14 contains 1862 members 
Mstep: Class 15 contains 6840 members 
Mstep: Class 16 contains 47969 members 
Mstep: Class 17 contains 47654 members 
Mstep: Class 18 contains 27644 members 
Mstep: Class 19 contains 35615 members 
Mstep: Class 20 contains 6365 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 17203 members 
Mstep: Class 24 contains 887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80011656.000000 Penalty: 66635.929688
Iteration 27Q: 21 clusters Score -8.001166e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 3 contains 41935 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 2154 members 
Mstep: Class 8 contains 234561 members 
Mstep: Class 10 contains 4689 members 
Mstep: Class 12 contains 155979 members 
Mstep: Class 13 contains 31814 members 
Mstep: Class 14 contains 1893 members 
Mstep: Class 15 contains 6821 members 
Mstep: Class 16 contains 48808 members 
Mstep: Class 17 contains 47581 members 
Mstep: Class 18 contains 27613 members 
Mstep: Class 19 contains 35766 members 
Mstep: Class 20 contains 6358 members 
Mstep: Class 21 contains 7952 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 17372 members 
Mstep: Class 24 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80013920.000000 Penalty: 66635.929688
Iteration 28Q: 21 clusters Score -8.001392e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 3 contains 41496 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 6 contains 1630 members 
Mstep: Class 7 contains 2153 members 
Mstep: Class 8 contains 234006 members 
Mstep: Class 10 contains 3978 members 
Mstep: Class 12 contains 156307 members 
Mstep: Class 13 contains 32076 members 
Mstep: Class 14 contains 1932 members 
Mstep: Class 15 contains 6798 members 
Mstep: Class 16 contains 49593 members 
Mstep: Class 17 contains 47510 members 
Mstep: Class 18 contains 27597 members 
Mstep: Class 19 contains 35934 members 
Mstep: Class 20 contains 6345 members 
Mstep: Class 21 contains 7975 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 17525 members 
Mstep: Class 24 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80015360.000000 Penalty: 66635.929688
Iteration 29Q: 21 clusters Score -8.001536e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 3 contains 41066 members 
Mstep: Class 5 contains 1653 members 
Mstep: Class 6 contains 1630 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 233510 members 
Mstep: Class 10 contains 3393 members 
Mstep: Class 12 contains 156575 members 
Mstep: Class 13 contains 32339 members 
Mstep: Class 14 contains 1970 members 
Mstep: Class 15 contains 6784 members 
Mstep: Class 16 contains 50342 members 
Mstep: Class 17 contains 47440 members 
Mstep: Class 18 contains 27570 members 
Mstep: Class 19 contains 36094 members 
Mstep: Class 20 contains 6343 members 
Mstep: Class 21 contains 7986 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 17626 members 
Mstep: Class 24 contains 883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80016920.000000 Penalty: 66635.929688
Iteration 30Q: 21 clusters Score -8.001692e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 3 contains 40601 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 233117 members 
Mstep: Class 10 contains 2869 members 
Mstep: Class 12 contains 156774 members 
Mstep: Class 13 contains 32607 members 
Mstep: Class 14 contains 2012 members 
Mstep: Class 15 contains 6765 members 
Mstep: Class 16 contains 51067 members 
Mstep: Class 17 contains 47376 members 
Mstep: Class 18 contains 27527 members 
Mstep: Class 19 contains 36254 members 
Mstep: Class 20 contains 6339 members 
Mstep: Class 21 contains 8001 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 17714 members 
Mstep: Class 24 contains 883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80018024.000000 Penalty: 66635.929688
Iteration 31Q: 21 clusters Score -8.001802e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 3 contains 40134 members 
Mstep: Class 5 contains 1655 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 2163 members 
Mstep: Class 8 contains 232866 members 
Mstep: Class 10 contains 2435 members 
Mstep: Class 12 contains 156874 members 
Mstep: Class 13 contains 32875 members 
Mstep: Class 14 contains 2053 members 
Mstep: Class 15 contains 6764 members 
Mstep: Class 16 contains 51731 members 
Mstep: Class 17 contains 47308 members 
Mstep: Class 18 contains 27487 members 
Mstep: Class 19 contains 36376 members 
Mstep: Class 20 contains 6322 members 
Mstep: Class 21 contains 8012 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 17801 members 
Mstep: Class 24 contains 883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80018848.000000 Penalty: 66635.929688
Iteration 32Q: 21 clusters Score -8.001885e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 3 contains 39666 members 
Mstep: Class 5 contains 1654 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 2157 members 
Mstep: Class 8 contains 232581 members 
Mstep: Class 10 contains 2052 members 
Mstep: Class 12 contains 156973 members 
Mstep: Class 13 contains 33141 members 
Mstep: Class 14 contains 2097 members 
Mstep: Class 15 contains 6756 members 
Mstep: Class 16 contains 52340 members 
Mstep: Class 17 contains 47240 members 
Mstep: Class 18 contains 27483 members 
Mstep: Class 19 contains 36506 members 
Mstep: Class 20 contains 6320 members 
Mstep: Class 21 contains 8020 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 17869 members 
Mstep: Class 24 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80019304.000000 Penalty: 66635.929688
Iteration 33Q: 21 clusters Score -8.00193e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 3 contains 39183 members 
Mstep: Class 5 contains 1654 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 2165 members 
Mstep: Class 8 contains 232391 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 12 contains 157032 members 
Mstep: Class 13 contains 33403 members 
Mstep: Class 14 contains 2135 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 52918 members 
Mstep: Class 17 contains 47199 members 
Mstep: Class 18 contains 27458 members 
Mstep: Class 19 contains 36640 members 
Mstep: Class 20 contains 6312 members 
Mstep: Class 21 contains 8019 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 17918 members 
Mstep: Class 24 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80020112.000000 Penalty: 66635.929688
Iteration 34Q: 21 clusters Score -8.002011e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 3 contains 38707 members 
Mstep: Class 5 contains 1655 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 2163 members 
Mstep: Class 8 contains 232172 members 
Mstep: Class 10 contains 1467 members 
Mstep: Class 12 contains 157060 members 
Mstep: Class 13 contains 33667 members 
Mstep: Class 14 contains 2165 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 53476 members 
Mstep: Class 17 contains 47150 members 
Mstep: Class 18 contains 27457 members 
Mstep: Class 19 contains 36790 members 
Mstep: Class 20 contains 6310 members 
Mstep: Class 21 contains 8030 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 17965 members 
Mstep: Class 24 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80020944.000000 Penalty: 66635.929688
Iteration 35Q: 21 clusters Score -8.002094e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 3 contains 38227 members 
Mstep: Class 5 contains 1657 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 2169 members 
Mstep: Class 8 contains 231937 members 
Mstep: Class 10 contains 1268 members 
Mstep: Class 12 contains 157078 members 
Mstep: Class 13 contains 33973 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 6754 members 
Mstep: Class 16 contains 54000 members 
Mstep: Class 17 contains 47115 members 
Mstep: Class 18 contains 27455 members 
Mstep: Class 19 contains 36940 members 
Mstep: Class 20 contains 6309 members 
Mstep: Class 21 contains 8028 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 17997 members 
Mstep: Class 24 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80021776.000000 Penalty: 66635.929688
Iteration 36Q: 21 clusters Score -8.002178e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 3 contains 37794 members 
Mstep: Class 5 contains 1657 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 2173 members 
Mstep: Class 8 contains 231786 members 
Mstep: Class 10 contains 1131 members 
Mstep: Class 12 contains 157049 members 
Mstep: Class 13 contains 34246 members 
Mstep: Class 14 contains 2240 members 
Mstep: Class 15 contains 6738 members 
Mstep: Class 16 contains 54473 members 
Mstep: Class 17 contains 47077 members 
Mstep: Class 18 contains 27433 members 
Mstep: Class 19 contains 37098 members 
Mstep: Class 20 contains 6309 members 
Mstep: Class 21 contains 8026 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80022656.000000 Penalty: 66635.929688
Iteration 37Q: 21 clusters Score -8.002266e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 3 contains 37400 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1630 members 
Mstep: Class 7 contains 2178 members 
Mstep: Class 8 contains 231573 members 
Mstep: Class 10 contains 1041 members 
Mstep: Class 12 contains 157062 members 
Mstep: Class 13 contains 34513 members 
Mstep: Class 14 contains 2273 members 
Mstep: Class 15 contains 6720 members 
Mstep: Class 16 contains 54903 members 
Mstep: Class 17 contains 47046 members 
Mstep: Class 18 contains 27420 members 
Mstep: Class 19 contains 37247 members 
Mstep: Class 20 contains 6309 members 
Mstep: Class 21 contains 8022 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 18016 members 
Mstep: Class 24 contains 883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80023192.000000 Penalty: 66635.929688
Iteration 38Q: 21 clusters Score -8.002319e+07 nChanged 2637
Entering ConstructFrom: 
Score: -80023192.000000 Penalty: 66635.929688
Entering ConstructFrom: 
Trying to split cluster 1 (6965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Entering Unmasked Estep 
Score: -820353.437500 Penalty: 2194.465820
	Iteration 0F: 2 clusters Score -820353.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -814632.500000 Penalty: 4388.931641
	Iteration 0F: 3 clusters Score -814632.5 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -816118.062500 Penalty: 4388.931641
	Iteration 1F: 3 clusters Score -816118.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -816335.937500 Penalty: 4388.931641
	Iteration 2F: 3 clusters Score -816335.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -816481.312500 Penalty: 4388.931641
	Iteration 3Q: 3 clusters Score -816481.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -816581.937500 Penalty: 4388.931641
	Iteration 4Q: 3 clusters Score -816581.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -816654.375000 Penalty: 4388.931641
	Iteration 5Q: 3 clusters Score -816654.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -816702.437500 Penalty: 4388.931641
	Iteration 6Q: 3 clusters Score -816702.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -816746.812500 Penalty: 4388.931641
	Iteration 7Q: 3 clusters Score -816746.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -816781.687500 Penalty: 4388.931641
	Iteration 8Q: 3 clusters Score -816781.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -816819.312500 Penalty: 4388.931641
	Iteration 9Q: 3 clusters Score -816819.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -816850.562500 Penalty: 4388.931641
	Iteration 10Q: 3 clusters Score -816850.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -816884.875000 Penalty: 4388.931641
	Iteration 11Q: 3 clusters Score -816884.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -816914.812500 Penalty: 4388.931641
	Iteration 12Q: 3 clusters Score -816914.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -816944.312500 Penalty: 4388.931641
	Iteration 13Q: 3 clusters Score -816944.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -816973.375000 Penalty: 4388.931641
	Iteration 14Q: 3 clusters Score -816973.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -817000.187500 Penalty: 4388.931641
	Iteration 15Q: 3 clusters Score -817000.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -817032.875000 Penalty: 4388.931641
	Iteration 16Q: 3 clusters Score -817032.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -817065.062500 Penalty: 4388.931641
	Iteration 17Q: 3 clusters Score -817065.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -817106.875000 Penalty: 4388.931641
	Iteration 18Q: 3 clusters Score -817106.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -817150.875000 Penalty: 4388.931641
	Iteration 19Q: 3 clusters Score -817150.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -817211.875000 Penalty: 4388.931641
	Iteration 20F: 3 clusters Score -817211.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -817286.000000 Penalty: 4388.931641
	Iteration 21Q: 3 clusters Score -817286 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -817375.937500 Penalty: 4388.931641
	Iteration 22Q: 3 clusters Score -817375.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -817478.187500 Penalty: 4388.931641
	Iteration 23Q: 3 clusters Score -817478.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -817580.375000 Penalty: 4388.931641
	Iteration 24Q: 3 clusters Score -817580.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -817685.000000 Penalty: 4388.931641
	Iteration 25Q: 3 clusters Score -817685 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -817799.687500 Penalty: 4388.931641
	Iteration 26Q: 3 clusters Score -817799.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -817915.937500 Penalty: 4388.931641
	Iteration 27Q: 3 clusters Score -817915.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -818027.375000 Penalty: 4388.931641
	Iteration 28Q: 3 clusters Score -818027.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -818114.812500 Penalty: 4388.931641
	Iteration 29Q: 3 clusters Score -818114.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -818188.562500 Penalty: 4388.931641
	Iteration 30Q: 3 clusters Score -818188.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -818248.312500 Penalty: 4388.931641
	Iteration 31Q: 3 clusters Score -818248.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -818287.625000 Penalty: 4388.931641
	Iteration 32Q: 3 clusters Score -818287.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -818323.250000 Penalty: 4388.931641
	Iteration 33Q: 3 clusters Score -818323.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -818364.937500 Penalty: 4388.931641
	Iteration 34Q: 3 clusters Score -818364.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -818392.562500 Penalty: 4388.931641
	Iteration 35Q: 3 clusters Score -818392.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -818408.500000 Penalty: 4388.931641
	Iteration 36Q: 3 clusters Score -818408.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -818424.125000 Penalty: 4388.931641
	Iteration 37Q: 3 clusters Score -818424.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -818436.937500 Penalty: 4388.931641
	Iteration 38Q: 3 clusters Score -818436.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -818442.750000 Penalty: 4388.931641
	Iteration 39Q: 3 clusters Score -818442.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -818444.937500 Penalty: 4388.931641
	Iteration 40F: 3 clusters Score -818444.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -818446.937500 Penalty: 4388.931641
	Iteration 41Q: 3 clusters Score -818446.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -818449.187500 Penalty: 4388.931641
	Iteration 42Q: 3 clusters Score -818449.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -818449.187500 Penalty: 4388.931641
	Iteration 43F: 3 clusters Score -818449.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (37053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Entering Unmasked Estep 
Score: -4468278.500000 Penalty: 2608.985840
	Iteration 0F: 2 clusters Score -4468278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -4442966.500000 Penalty: 5217.971680
	Iteration 0F: 3 clusters Score -4442966 nChanged 16868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -4452374.500000 Penalty: 5217.971680
	Iteration 1F: 3 clusters Score -4452374 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -4452996.000000 Penalty: 5217.971680
	Iteration 2Q: 3 clusters Score -4452996 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -4453773.000000 Penalty: 5217.971680
	Iteration 3Q: 3 clusters Score -4453773 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -4454703.500000 Penalty: 5217.971680
	Iteration 4Q: 3 clusters Score -4454704 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -4455910.000000 Penalty: 5217.971680
	Iteration 5F: 3 clusters Score -4455910 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -4457492.500000 Penalty: 5217.971680
	Iteration 6F: 3 clusters Score -4457492 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -4459297.500000 Penalty: 5217.971680
	Iteration 7F: 3 clusters Score -4459298 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -4461161.500000 Penalty: 5217.971680
	Iteration 8F: 3 clusters Score -4461162 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -4462728.000000 Penalty: 5217.971680
	Iteration 9F: 3 clusters Score -4462728 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4463894.500000 Penalty: 5217.971680
	Iteration 10Q: 3 clusters Score -4463894 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4464726.500000 Penalty: 5217.971680
	Iteration 11Q: 3 clusters Score -4464726 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4465226.500000 Penalty: 5217.971680
	Iteration 12Q: 3 clusters Score -4465226 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4465525.500000 Penalty: 5217.971680
	Iteration 13Q: 3 clusters Score -4465526 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4465698.000000 Penalty: 5217.971680
	Iteration 14Q: 3 clusters Score -4465698 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4465786.500000 Penalty: 5217.971680
	Iteration 15Q: 3 clusters Score -4465786 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4465861.000000 Penalty: 5217.971680
	Iteration 16Q: 3 clusters Score -4465861 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4465904.000000 Penalty: 5217.971680
	Iteration 17Q: 3 clusters Score -4465904 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4465943.000000 Penalty: 5217.971680
	Iteration 18Q: 3 clusters Score -4465943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4465966.000000 Penalty: 5217.971680
	Iteration 19Q: 3 clusters Score -4465966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4465993.500000 Penalty: 5217.971680
	Iteration 20F: 3 clusters Score -4465994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4466022.500000 Penalty: 5217.971680
	Iteration 21Q: 3 clusters Score -4466022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4466025.500000 Penalty: 5217.971680
	Iteration 22Q: 3 clusters Score -4466026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4466031.000000 Penalty: 5217.971680
	Iteration 23Q: 3 clusters Score -4466031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4466035.500000 Penalty: 5217.971680
	Iteration 24Q: 3 clusters Score -4466036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4466051.500000 Penalty: 5217.971680
	Iteration 25Q: 3 clusters Score -4466052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4466054.500000 Penalty: 5217.971680
	Iteration 26Q: 3 clusters Score -4466054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4466063.000000 Penalty: 5217.971680
	Iteration 27Q: 3 clusters Score -4466063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4466074.500000 Penalty: 5217.971680
	Iteration 28Q: 3 clusters Score -4466074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4466074.000000 Penalty: 5217.971680
	Iteration 29Q: 3 clusters Score -4466074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4466079.000000 Penalty: 5217.971680
	Iteration 30Q: 3 clusters Score -4466079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4466081.500000 Penalty: 5217.971680
	Iteration 31Q: 3 clusters Score -4466082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4466081.000000 Penalty: 5217.971680
	Iteration 32Q: 3 clusters Score -4466081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4466083.000000 Penalty: 5217.971680
	Iteration 33Q: 3 clusters Score -4466083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4466085.500000 Penalty: 5217.971680
	Iteration 34Q: 3 clusters Score -4466086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4466085.500000 Penalty: 5217.971680
	Iteration 35F: 3 clusters Score -4466086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Entering Unmasked Estep 
Score: -195130.234375 Penalty: 1837.615967
	Iteration 0F: 2 clusters Score -195130.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -192730.656250 Penalty: 3675.231934
	Iteration 0F: 3 clusters Score -192730.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -193159.296875 Penalty: 3675.231934
	Iteration 1F: 3 clusters Score -193159.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -193265.359375 Penalty: 3675.231934
	Iteration 2F: 3 clusters Score -193265.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -193309.453125 Penalty: 3675.231934
	Iteration 3Q: 3 clusters Score -193309.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -193331.671875 Penalty: 3675.231934
	Iteration 4Q: 3 clusters Score -193331.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -193345.171875 Penalty: 3675.231934
	Iteration 5Q: 3 clusters Score -193345.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -193360.031250 Penalty: 3675.231934
	Iteration 6Q: 3 clusters Score -193360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -193373.593750 Penalty: 3675.231934
	Iteration 7Q: 3 clusters Score -193373.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -193381.156250 Penalty: 3675.231934
	Iteration 8Q: 3 clusters Score -193381.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -193383.312500 Penalty: 3675.231934
	Iteration 9Q: 3 clusters Score -193383.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -193385.937500 Penalty: 3675.231934
	Iteration 10Q: 3 clusters Score -193385.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -193387.296875 Penalty: 3675.231934
	Iteration 11Q: 3 clusters Score -193387.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -193387.296875 Penalty: 3675.231934
	Iteration 12F: 3 clusters Score -193387.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Entering Unmasked Estep 
Score: -173888.828125 Penalty: 1834.291138
	Iteration 0F: 2 clusters Score -173888.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -171516.078125 Penalty: 3668.582275
	Iteration 0F: 3 clusters Score -171516.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -172104.109375 Penalty: 3668.582275
	Iteration 1F: 3 clusters Score -172104.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -172627.125000 Penalty: 3668.582275
	Iteration 2F: 3 clusters Score -172627.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -173086.093750 Penalty: 3668.582275
	Iteration 3F: 3 clusters Score -173086.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -173268.328125 Penalty: 3668.582275
	Iteration 4F: 3 clusters Score -173268.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -173439.843750 Penalty: 3668.582275
	Iteration 5F: 3 clusters Score -173439.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -173575.984375 Penalty: 3668.582275
	Iteration 6Q: 3 clusters Score -173576 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -173666.187500 Penalty: 3668.582275
	Iteration 7Q: 3 clusters Score -173666.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -173729.453125 Penalty: 3668.582275
	Iteration 8Q: 3 clusters Score -173729.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -173780.218750 Penalty: 3668.582275
	Iteration 9Q: 3 clusters Score -173780.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -173819.468750 Penalty: 3668.582275
	Iteration 10Q: 3 clusters Score -173819.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -173843.875000 Penalty: 3668.582275
	Iteration 11Q: 3 clusters Score -173843.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -173873.578125 Penalty: 3668.582275
	Iteration 12Q: 3 clusters Score -173873.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -173900.468750 Penalty: 3668.582275
	Iteration 13Q: 3 clusters Score -173900.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -173948.468750 Penalty: 3668.582275
	Iteration 14Q: 3 clusters Score -173948.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -174008.640625 Penalty: 3668.582275
	Iteration 15Q: 3 clusters Score -174008.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -174078.515625 Penalty: 3668.582275
	Iteration 16Q: 3 clusters Score -174078.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -174113.312500 Penalty: 3668.582275
	Iteration 17Q: 3 clusters Score -174113.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -174131.921875 Penalty: 3668.582275
	Iteration 18Q: 3 clusters Score -174131.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -174157.578125 Penalty: 3668.582275
	Iteration 19Q: 3 clusters Score -174157.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -174184.125000 Penalty: 3668.582275
	Iteration 20F: 3 clusters Score -174184.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -174217.437500 Penalty: 3668.582275
	Iteration 21Q: 3 clusters Score -174217.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -174261.531250 Penalty: 3668.582275
	Iteration 22Q: 3 clusters Score -174261.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -174281.218750 Penalty: 3668.582275
	Iteration 23Q: 3 clusters Score -174281.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -174291.234375 Penalty: 3668.582275
	Iteration 24Q: 3 clusters Score -174291.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -174298.875000 Penalty: 3668.582275
	Iteration 25Q: 3 clusters Score -174298.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -174307.125000 Penalty: 3668.582275
	Iteration 26Q: 3 clusters Score -174307.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -174309.062500 Penalty: 3668.582275
	Iteration 27Q: 3 clusters Score -174309.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -174313.375000 Penalty: 3668.582275
	Iteration 28Q: 3 clusters Score -174313.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -174313.375000 Penalty: 3668.582275
	Iteration 29F: 3 clusters Score -174313.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 504 members 
Mstep: Class 3 contains 37053 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1126 members 
Mstep: Class 7 contains 2180 members 
Mstep: Class 8 contains 231441 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 12 contains 156966 members 
Mstep: Class 13 contains 34781 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 15 contains 6706 members 
Mstep: Class 16 contains 55317 members 
Mstep: Class 17 contains 47024 members 
Mstep: Class 18 contains 27415 members 
Mstep: Class 19 contains 37366 members 
Mstep: Class 20 contains 6302 members 
Mstep: Class 21 contains 8028 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 18012 members 
Mstep: Class 24 contains 885 members 
Entering Unmasked Estep 
Score: -80022448.000000 Penalty: 69967.726562
Splitting cluster 6 changes total score from -80023192.000000 to -80022448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Entering Unmasked Estep 
Score: -252836.453125 Penalty: 1906.395996
	Iteration 0F: 2 clusters Score -252836.5 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 1094 members 
Entering Unmasked Estep 
Score: -250093.187500 Penalty: 3812.791992
	Iteration 0F: 3 clusters Score -250093.2 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -250561.593750 Penalty: 3812.791992
	Iteration 1F: 3 clusters Score -250561.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -250683.343750 Penalty: 3812.791992
	Iteration 2F: 3 clusters Score -250683.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -250753.984375 Penalty: 3812.791992
	Iteration 3Q: 3 clusters Score -250754 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -250795.468750 Penalty: 3812.791992
	Iteration 4Q: 3 clusters Score -250795.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -250823.640625 Penalty: 3812.791992
	Iteration 5Q: 3 clusters Score -250823.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -250844.828125 Penalty: 3812.791992
	Iteration 6Q: 3 clusters Score -250844.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -250862.203125 Penalty: 3812.791992
	Iteration 7Q: 3 clusters Score -250862.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -250873.171875 Penalty: 3812.791992
	Iteration 8Q: 3 clusters Score -250873.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -250881.484375 Penalty: 3812.791992
	Iteration 9Q: 3 clusters Score -250881.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -250889.734375 Penalty: 3812.791992
	Iteration 10Q: 3 clusters Score -250889.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -250897.125000 Penalty: 3812.791992
	Iteration 11Q: 3 clusters Score -250897.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -250903.484375 Penalty: 3812.791992
	Iteration 12Q: 3 clusters Score -250903.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -250911.078125 Penalty: 3812.791992
	Iteration 13Q: 3 clusters Score -250911.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -250918.671875 Penalty: 3812.791992
	Iteration 14Q: 3 clusters Score -250918.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -250928.109375 Penalty: 3812.791992
	Iteration 15Q: 3 clusters Score -250928.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -250932.687500 Penalty: 3812.791992
	Iteration 16Q: 3 clusters Score -250932.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -250937.359375 Penalty: 3812.791992
	Iteration 17Q: 3 clusters Score -250937.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -250939.734375 Penalty: 3812.791992
	Iteration 18Q: 3 clusters Score -250939.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -250939.484375 Penalty: 3812.791992
	Iteration 19Q: 3 clusters Score -250939.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -250940.437500 Penalty: 3812.791992
	Iteration 20F: 3 clusters Score -250940.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (231441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231441 members 
Entering Unmasked Estep 
Score: -27551548.000000 Penalty: 3063.315918
	Iteration 0F: 2 clusters Score -2.755155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115650 members 
Mstep: Class 2 contains 115791 members 
Entering Unmasked Estep 
Score: -27416618.000000 Penalty: 6126.631836
	Iteration 0F: 3 clusters Score -2.741662e+07 nChanged 111787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114085 members 
Mstep: Class 2 contains 117356 members 
Entering Unmasked Estep 
Score: -27481586.000000 Penalty: 6126.631836
	Iteration 1F: 3 clusters Score -2.748159e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112794 members 
Mstep: Class 2 contains 118647 members 
Entering Unmasked Estep 
Score: -27483182.000000 Penalty: 6126.631836
	Iteration 2Q: 3 clusters Score -2.748318e+07 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110818 members 
Mstep: Class 2 contains 120623 members 
Entering Unmasked Estep 
Score: -27485154.000000 Penalty: 6126.631836
	Iteration 3Q: 3 clusters Score -2.748515e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107742 members 
Mstep: Class 2 contains 123699 members 
Entering Unmasked Estep 
Score: -27488198.000000 Penalty: 6126.631836
	Iteration 4Q: 3 clusters Score -2.74882e+07 nChanged 10341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103113 members 
Mstep: Class 2 contains 128328 members 
Entering Unmasked Estep 
Score: -27492880.000000 Penalty: 6126.631836
	Iteration 5Q: 3 clusters Score -2.749288e+07 nChanged 12385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96372 members 
Mstep: Class 2 contains 135069 members 
Entering Unmasked Estep 
Score: -27499540.000000 Penalty: 6126.631836
	Iteration 6F: 3 clusters Score -2.749954e+07 nChanged 14305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87839 members 
Mstep: Class 2 contains 143602 members 
Entering Unmasked Estep 
Score: -27509434.000000 Penalty: 6126.631836
	Iteration 7F: 3 clusters Score -2.750943e+07 nChanged 15256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79031 members 
Mstep: Class 2 contains 152410 members 
Entering Unmasked Estep 
Score: -27521250.000000 Penalty: 6126.631836
	Iteration 8F: 3 clusters Score -2.752125e+07 nChanged 13714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72117 members 
Mstep: Class 2 contains 159324 members 
Entering Unmasked Estep 
Score: -27529844.000000 Penalty: 6126.631836
	Iteration 9F: 3 clusters Score -2.752984e+07 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67261 members 
Mstep: Class 2 contains 164180 members 
Entering Unmasked Estep 
Score: -27534018.000000 Penalty: 6126.631836
	Iteration 10Q: 3 clusters Score -2.753402e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63311 members 
Mstep: Class 2 contains 168130 members 
Entering Unmasked Estep 
Score: -27535576.000000 Penalty: 6126.631836
	Iteration 11Q: 3 clusters Score -2.753558e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59707 members 
Mstep: Class 2 contains 171734 members 
Entering Unmasked Estep 
Score: -27536458.000000 Penalty: 6126.631836
	Iteration 12Q: 3 clusters Score -2.753646e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 175122 members 
Entering Unmasked Estep 
Score: -27537080.000000 Penalty: 6126.631836
	Iteration 13Q: 3 clusters Score -2.753708e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53104 members 
Mstep: Class 2 contains 178337 members 
Entering Unmasked Estep 
Score: -27537958.000000 Penalty: 6126.631836
	Iteration 14Q: 3 clusters Score -2.753796e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 181542 members 
Entering Unmasked Estep 
Score: -27538796.000000 Penalty: 6126.631836
	Iteration 15Q: 3 clusters Score -2.75388e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 184641 members 
Entering Unmasked Estep 
Score: -27539636.000000 Penalty: 6126.631836
	Iteration 16Q: 3 clusters Score -2.753964e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 187627 members 
Entering Unmasked Estep 
Score: -27540316.000000 Penalty: 6126.631836
	Iteration 17Q: 3 clusters Score -2.754032e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 190530 members 
Entering Unmasked Estep 
Score: -27541790.000000 Penalty: 6126.631836
	Iteration 18Q: 3 clusters Score -2.754179e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 193538 members 
Entering Unmasked Estep 
Score: -27544026.000000 Penalty: 6126.631836
	Iteration 19Q: 3 clusters Score -2.754403e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 196763 members 
Entering Unmasked Estep 
Score: -27546538.000000 Penalty: 6126.631836
	Iteration 20F: 3 clusters Score -2.754654e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 200205 members 
Entering Unmasked Estep 
Score: -27548876.000000 Penalty: 6126.631836
	Iteration 21Q: 3 clusters Score -2.754888e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 203829 members 
Entering Unmasked Estep 
Score: -27551120.000000 Penalty: 6126.631836
	Iteration 22Q: 3 clusters Score -2.755112e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 207550 members 
Entering Unmasked Estep 
Score: -27553486.000000 Penalty: 6126.631836
	Iteration 23Q: 3 clusters Score -2.755349e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 211245 members 
Entering Unmasked Estep 
Score: -27555190.000000 Penalty: 6126.631836
	Iteration 24Q: 3 clusters Score -2.755519e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 214564 members 
Entering Unmasked Estep 
Score: -27555774.000000 Penalty: 6126.631836
	Iteration 25Q: 3 clusters Score -2.755577e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 217442 members 
Entering Unmasked Estep 
Score: -27556200.000000 Penalty: 6126.631836
	Iteration 26Q: 3 clusters Score -2.75562e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 219905 members 
Entering Unmasked Estep 
Score: -27556138.000000 Penalty: 6126.631836
	Iteration 27Q: 3 clusters Score -2.755614e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 221929 members 
Entering Unmasked Estep 
Score: -27555722.000000 Penalty: 6126.631836
	Iteration 28Q: 3 clusters Score -2.755572e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 223514 members 
Entering Unmasked Estep 
Score: -27555074.000000 Penalty: 6126.631836
	Iteration 29Q: 3 clusters Score -2.755507e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 224688 members 
Entering Unmasked Estep 
Score: -27554542.000000 Penalty: 6126.631836
	Iteration 30Q: 3 clusters Score -2.755454e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 225584 members 
Entering Unmasked Estep 
Score: -27554066.000000 Penalty: 6126.631836
	Iteration 31Q: 3 clusters Score -2.755407e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 226316 members 
Entering Unmasked Estep 
Score: -27553852.000000 Penalty: 6126.631836
	Iteration 32Q: 3 clusters Score -2.755385e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 226887 members 
Entering Unmasked Estep 
Score: -27553590.000000 Penalty: 6126.631836
	Iteration 33Q: 3 clusters Score -2.755359e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 227323 members 
Entering Unmasked Estep 
Score: -27553382.000000 Penalty: 6126.631836
	Iteration 34Q: 3 clusters Score -2.755338e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 227674 members 
Entering Unmasked Estep 
Score: -27553264.000000 Penalty: 6126.631836
	Iteration 35Q: 3 clusters Score -2.755326e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 227951 members 
Entering Unmasked Estep 
Score: -27553198.000000 Penalty: 6126.631836
	Iteration 36Q: 3 clusters Score -2.75532e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 228179 members 
Entering Unmasked Estep 
Score: -27553102.000000 Penalty: 6126.631836
	Iteration 37Q: 3 clusters Score -2.75531e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 228346 members 
Entering Unmasked Estep 
Score: -27553148.000000 Penalty: 6126.631836
	Iteration 38Q: 3 clusters Score -2.755315e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 228493 members 
Entering Unmasked Estep 
Score: -27553234.000000 Penalty: 6126.631836
	Iteration 39Q: 3 clusters Score -2.755323e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 228613 members 
Entering Unmasked Estep 
Score: -27553194.000000 Penalty: 6126.631836
	Iteration 40F: 3 clusters Score -2.755319e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 228674 members 
Entering Unmasked Estep 
Score: -27553128.000000 Penalty: 6126.631836
	Iteration 41Q: 3 clusters Score -2.755313e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 228718 members 
Entering Unmasked Estep 
Score: -27553150.000000 Penalty: 6126.631836
	Iteration 42Q: 3 clusters Score -2.755315e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 228732 members 
Entering Unmasked Estep 
Score: -27553216.000000 Penalty: 6126.631836
	Iteration 43Q: 3 clusters Score -2.755322e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 228729 members 
Entering Unmasked Estep 
Score: -27553232.000000 Penalty: 6126.631836
	Iteration 44Q: 3 clusters Score -2.755323e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 228726 members 
Entering Unmasked Estep 
Score: -27553302.000000 Penalty: 6126.631836
	Iteration 45Q: 3 clusters Score -2.75533e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 228707 members 
Entering Unmasked Estep 
Score: -27553348.000000 Penalty: 6126.631836
	Iteration 46Q: 3 clusters Score -2.755335e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 228694 members 
Entering Unmasked Estep 
Score: -27553400.000000 Penalty: 6126.631836
	Iteration 47Q: 3 clusters Score -2.75534e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 228678 members 
Entering Unmasked Estep 
Score: -27553418.000000 Penalty: 6126.631836
	Iteration 48Q: 3 clusters Score -2.755342e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 228674 members 
Entering Unmasked Estep 
Score: -27553434.000000 Penalty: 6126.631836
	Iteration 49Q: 3 clusters Score -2.755343e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 228674 members 
Entering Unmasked Estep 
Score: -27553456.000000 Penalty: 6126.631836
	Iteration 50Q: 3 clusters Score -2.755346e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 228673 members 
Entering Unmasked Estep 
Score: -27553430.000000 Penalty: 6126.631836
	Iteration 51Q: 3 clusters Score -2.755343e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 228662 members 
Entering Unmasked Estep 
Score: -27553448.000000 Penalty: 6126.631836
	Iteration 52Q: 3 clusters Score -2.755345e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 228662 members 
Entering Unmasked Estep 
Score: -27553464.000000 Penalty: 6126.631836
	Iteration 53Q: 3 clusters Score -2.755346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 228661 members 
Entering Unmasked Estep 
Score: -27553468.000000 Penalty: 6126.631836
	Iteration 54Q: 3 clusters Score -2.755347e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 228659 members 
Entering Unmasked Estep 
Score: -27553476.000000 Penalty: 6126.631836
	Iteration 55Q: 3 clusters Score -2.755348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 228651 members 
Entering Unmasked Estep 
Score: -27553490.000000 Penalty: 6126.631836
	Iteration 56Q: 3 clusters Score -2.755349e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 228647 members 
Entering Unmasked Estep 
Score: -27553486.000000 Penalty: 6126.631836
	Iteration 57Q: 3 clusters Score -2.755349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 228640 members 
Entering Unmasked Estep 
Score: -27553488.000000 Penalty: 6126.631836
	Iteration 58Q: 3 clusters Score -2.755349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 228638 members 
Entering Unmasked Estep 
Score: -27553492.000000 Penalty: 6126.631836
	Iteration 59Q: 3 clusters Score -2.755349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 228637 members 
Entering Unmasked Estep 
Score: -27553480.000000 Penalty: 6126.631836
	Iteration 60F: 3 clusters Score -2.755348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 228642 members 
Entering Unmasked Estep 
Score: -27553472.000000 Penalty: 6126.631836
	Iteration 61Q: 3 clusters Score -2.755347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 228641 members 
Entering Unmasked Estep 
Score: -27553488.000000 Penalty: 6126.631836
	Iteration 62Q: 3 clusters Score -2.755349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 228638 members 
Entering Unmasked Estep 
Score: -27553478.000000 Penalty: 6126.631836
	Iteration 63Q: 3 clusters Score -2.755348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 228637 members 
Entering Unmasked Estep 
Score: -27553484.000000 Penalty: 6126.631836
	Iteration 64Q: 3 clusters Score -2.755348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 228638 members 
Entering Unmasked Estep 
Score: -27553500.000000 Penalty: 6126.631836
	Iteration 65Q: 3 clusters Score -2.75535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 228639 members 
Entering Unmasked Estep 
Score: -27553500.000000 Penalty: 6126.631836
	Iteration 66Q: 3 clusters Score -2.75535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 228638 members 
Entering Unmasked Estep 
Score: -27553488.000000 Penalty: 6126.631836
	Iteration 67Q: 3 clusters Score -2.755349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 228637 members 
Entering Unmasked Estep 
Score: -27553486.000000 Penalty: 6126.631836
	Iteration 68Q: 3 clusters Score -2.755349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 228636 members 
Entering Unmasked Estep 
Score: -27553498.000000 Penalty: 6126.631836
	Iteration 69Q: 3 clusters Score -2.75535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 228638 members 
Entering Unmasked Estep 
Score: -27553498.000000 Penalty: 6126.631836
	Iteration 70Q: 3 clusters Score -2.75535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 228639 members 
Entering Unmasked Estep 
Score: -27553496.000000 Penalty: 6126.631836
	Iteration 71Q: 3 clusters Score -2.75535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 228641 members 
Entering Unmasked Estep 
Score: -27553488.000000 Penalty: 6126.631836
	Iteration 72Q: 3 clusters Score -2.755349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 228643 members 
Entering Unmasked Estep 
Score: -27553492.000000 Penalty: 6126.631836
	Iteration 73Q: 3 clusters Score -2.755349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 228645 members 
Entering Unmasked Estep 
Score: -27553484.000000 Penalty: 6126.631836
	Iteration 74Q: 3 clusters Score -2.755348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 228645 members 
Entering Unmasked Estep 
Score: -27553484.000000 Penalty: 6126.631836
	Iteration 75F: 3 clusters Score -2.755348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 228645 members 
Mstep: Class 3 contains 37053 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1630 members 
Mstep: Class 7 contains 2180 members 
Mstep: Class 8 contains 2796 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 12 contains 156966 members 
Mstep: Class 13 contains 34781 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 15 contains 6706 members 
Mstep: Class 16 contains 55317 members 
Mstep: Class 17 contains 47024 members 
Mstep: Class 18 contains 27415 members 
Mstep: Class 19 contains 37366 members 
Mstep: Class 20 contains 6302 members 
Mstep: Class 21 contains 8028 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 18012 members 
Mstep: Class 24 contains 885 members 
Entering Unmasked Estep 
Score: -80024952.000000 Penalty: 69967.726562
Splitting cluster 8 changes total score from -80023192.000000 to -80024952.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 10 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -114079.656250 Penalty: 1707.098633
	Iteration 0F: 2 clusters Score -114079.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -112167.359375 Penalty: 3414.197266
	Iteration 0F: 3 clusters Score -112167.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -112465.000000 Penalty: 3414.197266
	Iteration 1F: 3 clusters Score -112465 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -112528.101562 Penalty: 3414.197266
	Iteration 2F: 3 clusters Score -112528.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -112553.929688 Penalty: 3414.197266
	Iteration 3Q: 3 clusters Score -112553.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -112580.500000 Penalty: 3414.197266
	Iteration 4Q: 3 clusters Score -112580.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -112599.945312 Penalty: 3414.197266
	Iteration 5Q: 3 clusters Score -112599.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -112608.750000 Penalty: 3414.197266
	Iteration 6Q: 3 clusters Score -112608.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -112613.078125 Penalty: 3414.197266
	Iteration 7Q: 3 clusters Score -112613.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -112617.562500 Penalty: 3414.197266
	Iteration 8Q: 3 clusters Score -112617.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -112621.460938 Penalty: 3414.197266
	Iteration 9Q: 3 clusters Score -112621.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -112621.937500 Penalty: 3414.197266
	Iteration 10Q: 3 clusters Score -112621.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -112624.289062 Penalty: 3414.197266
	Iteration 11Q: 3 clusters Score -112624.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -112626.679688 Penalty: 3414.197266
	Iteration 12Q: 3 clusters Score -112626.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -112627.781250 Penalty: 3414.197266
	Iteration 13Q: 3 clusters Score -112627.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -112627.781250 Penalty: 3414.197266
	Iteration 14F: 3 clusters Score -112627.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (156966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156966 members 
Entering Unmasked Estep 
Score: -18702112.000000 Penalty: 2967.018555
	Iteration 0F: 2 clusters Score -1.870211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78529 members 
Mstep: Class 2 contains 78437 members 
Entering Unmasked Estep 
Score: -18600114.000000 Penalty: 5934.037109
	Iteration 0F: 3 clusters Score -1.860011e+07 nChanged 74950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78365 members 
Mstep: Class 2 contains 78601 members 
Entering Unmasked Estep 
Score: -18644070.000000 Penalty: 5934.037109
	Iteration 1F: 3 clusters Score -1.864407e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78367 members 
Mstep: Class 2 contains 78599 members 
Entering Unmasked Estep 
Score: -18645386.000000 Penalty: 5934.037109
	Iteration 2Q: 3 clusters Score -1.864539e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78412 members 
Mstep: Class 2 contains 78554 members 
Entering Unmasked Estep 
Score: -18646990.000000 Penalty: 5934.037109
	Iteration 3Q: 3 clusters Score -1.864699e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78593 members 
Mstep: Class 2 contains 78373 members 
Entering Unmasked Estep 
Score: -18649214.000000 Penalty: 5934.037109
	Iteration 4Q: 3 clusters Score -1.864921e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79048 members 
Mstep: Class 2 contains 77918 members 
Entering Unmasked Estep 
Score: -18652106.000000 Penalty: 5934.037109
	Iteration 5Q: 3 clusters Score -1.865211e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79847 members 
Mstep: Class 2 contains 77119 members 
Entering Unmasked Estep 
Score: -18655780.000000 Penalty: 5934.037109
	Iteration 6Q: 3 clusters Score -1.865578e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81123 members 
Mstep: Class 2 contains 75843 members 
Entering Unmasked Estep 
Score: -18660798.000000 Penalty: 5934.037109
	Iteration 7F: 3 clusters Score -1.86608e+07 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82910 members 
Mstep: Class 2 contains 74056 members 
Entering Unmasked Estep 
Score: -18666740.000000 Penalty: 5934.037109
	Iteration 8F: 3 clusters Score -1.866674e+07 nChanged 9440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84776 members 
Mstep: Class 2 contains 72190 members 
Entering Unmasked Estep 
Score: -18672780.000000 Penalty: 5934.037109
	Iteration 9F: 3 clusters Score -1.867278e+07 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86621 members 
Mstep: Class 2 contains 70345 members 
Entering Unmasked Estep 
Score: -18677412.000000 Penalty: 5934.037109
	Iteration 10F: 3 clusters Score -1.867741e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88144 members 
Mstep: Class 2 contains 68822 members 
Entering Unmasked Estep 
Score: -18679606.000000 Penalty: 5934.037109
	Iteration 11Q: 3 clusters Score -1.867961e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89684 members 
Mstep: Class 2 contains 67282 members 
Entering Unmasked Estep 
Score: -18680438.000000 Penalty: 5934.037109
	Iteration 12Q: 3 clusters Score -1.868044e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91213 members 
Mstep: Class 2 contains 65753 members 
Entering Unmasked Estep 
Score: -18680864.000000 Penalty: 5934.037109
	Iteration 13Q: 3 clusters Score -1.868086e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92896 members 
Mstep: Class 2 contains 64070 members 
Entering Unmasked Estep 
Score: -18681364.000000 Penalty: 5934.037109
	Iteration 14Q: 3 clusters Score -1.868136e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94687 members 
Mstep: Class 2 contains 62279 members 
Entering Unmasked Estep 
Score: -18681816.000000 Penalty: 5934.037109
	Iteration 15Q: 3 clusters Score -1.868182e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96666 members 
Mstep: Class 2 contains 60300 members 
Entering Unmasked Estep 
Score: -18682388.000000 Penalty: 5934.037109
	Iteration 16Q: 3 clusters Score -1.868239e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98887 members 
Mstep: Class 2 contains 58079 members 
Entering Unmasked Estep 
Score: -18683066.000000 Penalty: 5934.037109
	Iteration 17Q: 3 clusters Score -1.868307e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101441 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -18683858.000000 Penalty: 5934.037109
	Iteration 18Q: 3 clusters Score -1.868386e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104350 members 
Mstep: Class 2 contains 52616 members 
Entering Unmasked Estep 
Score: -18684658.000000 Penalty: 5934.037109
	Iteration 19Q: 3 clusters Score -1.868466e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107637 members 
Mstep: Class 2 contains 49329 members 
Entering Unmasked Estep 
Score: -18685754.000000 Penalty: 5934.037109
	Iteration 20F: 3 clusters Score -1.868575e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111286 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -18687124.000000 Penalty: 5934.037109
	Iteration 21Q: 3 clusters Score -1.868712e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115234 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -18688620.000000 Penalty: 5934.037109
	Iteration 22Q: 3 clusters Score -1.868862e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119448 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -18690178.000000 Penalty: 5934.037109
	Iteration 23Q: 3 clusters Score -1.869018e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123722 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -18692170.000000 Penalty: 5934.037109
	Iteration 24Q: 3 clusters Score -1.869217e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127840 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -18693870.000000 Penalty: 5934.037109
	Iteration 25Q: 3 clusters Score -1.869387e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131687 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -18695594.000000 Penalty: 5934.037109
	Iteration 26Q: 3 clusters Score -1.869559e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135184 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -18697032.000000 Penalty: 5934.037109
	Iteration 27Q: 3 clusters Score -1.869703e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138301 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -18698356.000000 Penalty: 5934.037109
	Iteration 28Q: 3 clusters Score -1.869836e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140978 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -18699302.000000 Penalty: 5934.037109
	Iteration 29Q: 3 clusters Score -1.86993e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143280 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -18700244.000000 Penalty: 5934.037109
	Iteration 30Q: 3 clusters Score -1.870024e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145287 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -18700924.000000 Penalty: 5934.037109
	Iteration 31Q: 3 clusters Score -1.870092e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146897 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -18701488.000000 Penalty: 5934.037109
	Iteration 32Q: 3 clusters Score -1.870149e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148209 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -18701944.000000 Penalty: 5934.037109
	Iteration 33Q: 3 clusters Score -1.870194e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149273 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -18702192.000000 Penalty: 5934.037109
	Iteration 34Q: 3 clusters Score -1.870219e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150072 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -18702408.000000 Penalty: 5934.037109
	Iteration 35Q: 3 clusters Score -1.870241e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150684 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -18702456.000000 Penalty: 5934.037109
	Iteration 36Q: 3 clusters Score -1.870246e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151111 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -18702458.000000 Penalty: 5934.037109
	Iteration 37Q: 3 clusters Score -1.870246e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151465 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -18702404.000000 Penalty: 5934.037109
	Iteration 38Q: 3 clusters Score -1.87024e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151732 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -18702404.000000 Penalty: 5934.037109
	Iteration 39Q: 3 clusters Score -1.87024e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151939 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -18702596.000000 Penalty: 5934.037109
	Iteration 40F: 3 clusters Score -1.87026e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152378 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -18702658.000000 Penalty: 5934.037109
	Iteration 41Q: 3 clusters Score -1.870266e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152708 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -18702712.000000 Penalty: 5934.037109
	Iteration 42Q: 3 clusters Score -1.870271e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152955 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -18702706.000000 Penalty: 5934.037109
	Iteration 43Q: 3 clusters Score -1.870271e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153153 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -18702764.000000 Penalty: 5934.037109
	Iteration 44Q: 3 clusters Score -1.870276e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153302 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -18702738.000000 Penalty: 5934.037109
	Iteration 45Q: 3 clusters Score -1.870274e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153436 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -18702700.000000 Penalty: 5934.037109
	Iteration 46Q: 3 clusters Score -1.87027e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153528 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -18702682.000000 Penalty: 5934.037109
	Iteration 47Q: 3 clusters Score -1.870268e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153605 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -18702708.000000 Penalty: 5934.037109
	Iteration 48Q: 3 clusters Score -1.870271e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153679 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -18702704.000000 Penalty: 5934.037109
	Iteration 49Q: 3 clusters Score -1.87027e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153729 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -18702740.000000 Penalty: 5934.037109
	Iteration 50Q: 3 clusters Score -1.870274e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153776 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -18702742.000000 Penalty: 5934.037109
	Iteration 51Q: 3 clusters Score -1.870274e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153820 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -18702750.000000 Penalty: 5934.037109
	Iteration 52Q: 3 clusters Score -1.870275e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153859 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -18702734.000000 Penalty: 5934.037109
	Iteration 53Q: 3 clusters Score -1.870273e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153892 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -18702746.000000 Penalty: 5934.037109
	Iteration 54Q: 3 clusters Score -1.870275e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153916 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -18702744.000000 Penalty: 5934.037109
	Iteration 55Q: 3 clusters Score -1.870274e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153939 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -18702732.000000 Penalty: 5934.037109
	Iteration 56Q: 3 clusters Score -1.870273e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153958 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -18702722.000000 Penalty: 5934.037109
	Iteration 57Q: 3 clusters Score -1.870272e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153975 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -18702714.000000 Penalty: 5934.037109
	Iteration 58Q: 3 clusters Score -1.870271e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153989 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -18702724.000000 Penalty: 5934.037109
	Iteration 59Q: 3 clusters Score -1.870272e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154002 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -18702722.000000 Penalty: 5934.037109
	Iteration 60F: 3 clusters Score -1.870272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154012 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -18702708.000000 Penalty: 5934.037109
	Iteration 61Q: 3 clusters Score -1.870271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154020 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -18702712.000000 Penalty: 5934.037109
	Iteration 62Q: 3 clusters Score -1.870271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154023 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -18702724.000000 Penalty: 5934.037109
	Iteration 63Q: 3 clusters Score -1.870272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154026 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -18702718.000000 Penalty: 5934.037109
	Iteration 64Q: 3 clusters Score -1.870272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154028 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -18702712.000000 Penalty: 5934.037109
	Iteration 65Q: 3 clusters Score -1.870271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154030 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -18702716.000000 Penalty: 5934.037109
	Iteration 66Q: 3 clusters Score -1.870272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154031 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -18702712.000000 Penalty: 5934.037109
	Iteration 67Q: 3 clusters Score -1.870271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154032 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -18702714.000000 Penalty: 5934.037109
	Iteration 68Q: 3 clusters Score -1.870271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154031 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -18702720.000000 Penalty: 5934.037109
	Iteration 69Q: 3 clusters Score -1.870272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154031 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -18702724.000000 Penalty: 5934.037109
	Iteration 70Q: 3 clusters Score -1.870272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154032 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -18702712.000000 Penalty: 5934.037109
	Iteration 71Q: 3 clusters Score -1.870271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154031 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -18702714.000000 Penalty: 5934.037109
	Iteration 72Q: 3 clusters Score -1.870271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154031 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -18702714.000000 Penalty: 5934.037109
	Iteration 73F: 3 clusters Score -1.870271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 228645 members 
Mstep: Class 3 contains 37053 members 
Mstep: Class 4 contains 2935 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1630 members 
Mstep: Class 7 contains 2180 members 
Mstep: Class 8 contains 2796 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 12 contains 154031 members 
Mstep: Class 13 contains 34781 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 15 contains 6706 members 
Mstep: Class 16 contains 55317 members 
Mstep: Class 17 contains 47024 members 
Mstep: Class 18 contains 27415 members 
Mstep: Class 19 contains 37366 members 
Mstep: Class 20 contains 6302 members 
Mstep: Class 21 contains 8028 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 18012 members 
Mstep: Class 24 contains 885 members 
Entering Unmasked Estep 
Score: -80025424.000000 Penalty: 73299.523438
Splitting cluster 12 changes total score from -80023192.000000 to -80025424.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 13 (34781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Entering Unmasked Estep 
Score: -4082676.250000 Penalty: 2593.292969
	Iteration 0F: 2 clusters Score -4082676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -4058894.000000 Penalty: 5186.585938
	Iteration 0F: 3 clusters Score -4058894 nChanged 15859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -4067450.000000 Penalty: 5186.585938
	Iteration 1F: 3 clusters Score -4067450 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -4067846.500000 Penalty: 5186.585938
	Iteration 2Q: 3 clusters Score -4067846 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -4068180.750000 Penalty: 5186.585938
	Iteration 3Q: 3 clusters Score -4068181 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -4068468.250000 Penalty: 5186.585938
	Iteration 4Q: 3 clusters Score -4068468 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -4068739.750000 Penalty: 5186.585938
	Iteration 5Q: 3 clusters Score -4068740 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -4068963.000000 Penalty: 5186.585938
	Iteration 6Q: 3 clusters Score -4068963 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -4069222.250000 Penalty: 5186.585938
	Iteration 7Q: 3 clusters Score -4069222 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -4069531.500000 Penalty: 5186.585938
	Iteration 8Q: 3 clusters Score -4069532 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -4069892.000000 Penalty: 5186.585938
	Iteration 9Q: 3 clusters Score -4069892 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -4070440.250000 Penalty: 5186.585938
	Iteration 10Q: 3 clusters Score -4070440 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -4071148.500000 Penalty: 5186.585938
	Iteration 11Q: 3 clusters Score -4071148 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -4071927.250000 Penalty: 5186.585938
	Iteration 12Q: 3 clusters Score -4071927 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -4072723.000000 Penalty: 5186.585938
	Iteration 13Q: 3 clusters Score -4072723 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -4073414.750000 Penalty: 5186.585938
	Iteration 14Q: 3 clusters Score -4073415 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -4074014.750000 Penalty: 5186.585938
	Iteration 15Q: 3 clusters Score -4074015 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -4074502.500000 Penalty: 5186.585938
	Iteration 16Q: 3 clusters Score -4074502 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -4074851.000000 Penalty: 5186.585938
	Iteration 17Q: 3 clusters Score -4074851 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -4075139.500000 Penalty: 5186.585938
	Iteration 18Q: 3 clusters Score -4075140 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -4075343.500000 Penalty: 5186.585938
	Iteration 19Q: 3 clusters Score -4075344 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -4075506.250000 Penalty: 5186.585938
	Iteration 20F: 3 clusters Score -4075506 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -4075706.500000 Penalty: 5186.585938
	Iteration 21Q: 3 clusters Score -4075706 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -4075865.750000 Penalty: 5186.585938
	Iteration 22Q: 3 clusters Score -4075866 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -4076084.000000 Penalty: 5186.585938
	Iteration 23Q: 3 clusters Score -4076084 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -4076236.500000 Penalty: 5186.585938
	Iteration 24Q: 3 clusters Score -4076236 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -4076418.000000 Penalty: 5186.585938
	Iteration 25Q: 3 clusters Score -4076418 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -4076605.250000 Penalty: 5186.585938
	Iteration 26Q: 3 clusters Score -4076605 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -4076803.000000 Penalty: 5186.585938
	Iteration 27Q: 3 clusters Score -4076803 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -4077035.750000 Penalty: 5186.585938
	Iteration 28Q: 3 clusters Score -4077036 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -4077264.250000 Penalty: 5186.585938
	Iteration 29Q: 3 clusters Score -4077264 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -4077522.500000 Penalty: 5186.585938
	Iteration 30Q: 3 clusters Score -4077522 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -4077790.500000 Penalty: 5186.585938
	Iteration 31Q: 3 clusters Score -4077790 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -4078036.000000 Penalty: 5186.585938
	Iteration 32Q: 3 clusters Score -4078036 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -4078303.250000 Penalty: 5186.585938
	Iteration 33Q: 3 clusters Score -4078303 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -4078547.750000 Penalty: 5186.585938
	Iteration 34Q: 3 clusters Score -4078548 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -4078761.750000 Penalty: 5186.585938
	Iteration 35Q: 3 clusters Score -4078762 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -4078983.750000 Penalty: 5186.585938
	Iteration 36Q: 3 clusters Score -4078984 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -4079200.500000 Penalty: 5186.585938
	Iteration 37Q: 3 clusters Score -4079200 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -4079409.750000 Penalty: 5186.585938
	Iteration 38Q: 3 clusters Score -4079410 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -4079589.500000 Penalty: 5186.585938
	Iteration 39Q: 3 clusters Score -4079590 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -4079728.000000 Penalty: 5186.585938
	Iteration 40F: 3 clusters Score -4079728 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -4079824.500000 Penalty: 5186.585938
	Iteration 41Q: 3 clusters Score -4079824 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -4079917.750000 Penalty: 5186.585938
	Iteration 42Q: 3 clusters Score -4079918 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -4080009.500000 Penalty: 5186.585938
	Iteration 43Q: 3 clusters Score -4080010 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -4080096.250000 Penalty: 5186.585938
	Iteration 44Q: 3 clusters Score -4080096 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -4080152.750000 Penalty: 5186.585938
	Iteration 45Q: 3 clusters Score -4080153 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -4080197.750000 Penalty: 5186.585938
	Iteration 46Q: 3 clusters Score -4080198 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -4080231.250000 Penalty: 5186.585938
	Iteration 47Q: 3 clusters Score -4080231 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -4080283.250000 Penalty: 5186.585938
	Iteration 48Q: 3 clusters Score -4080283 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -4080324.750000 Penalty: 5186.585938
	Iteration 49Q: 3 clusters Score -4080325 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -4080354.250000 Penalty: 5186.585938
	Iteration 50Q: 3 clusters Score -4080354 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -4080384.750000 Penalty: 5186.585938
	Iteration 51Q: 3 clusters Score -4080385 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -4080414.250000 Penalty: 5186.585938
	Iteration 52Q: 3 clusters Score -4080414 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -4080441.000000 Penalty: 5186.585938
	Iteration 53Q: 3 clusters Score -4080441 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -4080452.000000 Penalty: 5186.585938
	Iteration 54Q: 3 clusters Score -4080452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -4080468.750000 Penalty: 5186.585938
	Iteration 55Q: 3 clusters Score -4080469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -4080480.000000 Penalty: 5186.585938
	Iteration 56Q: 3 clusters Score -4080480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -4080492.000000 Penalty: 5186.585938
	Iteration 57Q: 3 clusters Score -4080492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -4080501.250000 Penalty: 5186.585938
	Iteration 58Q: 3 clusters Score -4080501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -4080506.250000 Penalty: 5186.585938
	Iteration 59Q: 3 clusters Score -4080506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -4080510.500000 Penalty: 5186.585938
	Iteration 60F: 3 clusters Score -4080510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -4080520.000000 Penalty: 5186.585938
	Iteration 61Q: 3 clusters Score -4080520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -4080526.250000 Penalty: 5186.585938
	Iteration 62Q: 3 clusters Score -4080526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -4080532.000000 Penalty: 5186.585938
	Iteration 63Q: 3 clusters Score -4080532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -4080543.250000 Penalty: 5186.585938
	Iteration 64Q: 3 clusters Score -4080543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -4080538.000000 Penalty: 5186.585938
	Iteration 65Q: 3 clusters Score -4080538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -4080542.750000 Penalty: 5186.585938
	Iteration 66Q: 3 clusters Score -4080543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -4080541.000000 Penalty: 5186.585938
	Iteration 67Q: 3 clusters Score -4080541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -4080543.500000 Penalty: 5186.585938
	Iteration 68Q: 3 clusters Score -4080544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -4080546.000000 Penalty: 5186.585938
	Iteration 69Q: 3 clusters Score -4080546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -4080545.750000 Penalty: 5186.585938
	Iteration 70Q: 3 clusters Score -4080546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -4080547.500000 Penalty: 5186.585938
	Iteration 71Q: 3 clusters Score -4080548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -4080545.750000 Penalty: 5186.585938
	Iteration 72Q: 3 clusters Score -4080546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -4080549.250000 Penalty: 5186.585938
	Iteration 73Q: 3 clusters Score -4080549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -4080546.250000 Penalty: 5186.585938
	Iteration 74Q: 3 clusters Score -4080546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -4080545.250000 Penalty: 5186.585938
	Iteration 75Q: 3 clusters Score -4080545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -4080551.000000 Penalty: 5186.585938
	Iteration 76Q: 3 clusters Score -4080551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -4080550.750000 Penalty: 5186.585938
	Iteration 77Q: 3 clusters Score -4080551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -4080550.750000 Penalty: 5186.585938
	Iteration 78F: 3 clusters Score -4080551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Entering Unmasked Estep 
Score: -267895.125000 Penalty: 1920.653320
	Iteration 0F: 2 clusters Score -267895.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -265071.500000 Penalty: 3841.306641
	Iteration 0F: 3 clusters Score -265071.5 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -265599.343750 Penalty: 3841.306641
	Iteration 1F: 3 clusters Score -265599.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -265754.375000 Penalty: 3841.306641
	Iteration 2F: 3 clusters Score -265754.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -265854.437500 Penalty: 3841.306641
	Iteration 3Q: 3 clusters Score -265854.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -265931.062500 Penalty: 3841.306641
	Iteration 4Q: 3 clusters Score -265931.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -266003.062500 Penalty: 3841.306641
	Iteration 5Q: 3 clusters Score -266003.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -266070.250000 Penalty: 3841.306641
	Iteration 6Q: 3 clusters Score -266070.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -266114.593750 Penalty: 3841.306641
	Iteration 7Q: 3 clusters Score -266114.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -266150.625000 Penalty: 3841.306641
	Iteration 8Q: 3 clusters Score -266150.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -266183.968750 Penalty: 3841.306641
	Iteration 9Q: 3 clusters Score -266184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -266215.343750 Penalty: 3841.306641
	Iteration 10Q: 3 clusters Score -266215.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -266248.937500 Penalty: 3841.306641
	Iteration 11Q: 3 clusters Score -266248.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -266289.625000 Penalty: 3841.306641
	Iteration 12Q: 3 clusters Score -266289.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -266329.656250 Penalty: 3841.306641
	Iteration 13Q: 3 clusters Score -266329.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -266368.625000 Penalty: 3841.306641
	Iteration 14Q: 3 clusters Score -266368.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -266434.000000 Penalty: 3841.306641
	Iteration 15Q: 3 clusters Score -266434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -266547.000000 Penalty: 3841.306641
	Iteration 16Q: 3 clusters Score -266547 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -266656.437500 Penalty: 3841.306641
	Iteration 17Q: 3 clusters Score -266656.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -266717.531250 Penalty: 3841.306641
	Iteration 18Q: 3 clusters Score -266717.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -266747.031250 Penalty: 3841.306641
	Iteration 19Q: 3 clusters Score -266747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -266760.031250 Penalty: 3841.306641
	Iteration 20F: 3 clusters Score -266760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -266770.500000 Penalty: 3841.306641
	Iteration 21Q: 3 clusters Score -266770.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -266779.375000 Penalty: 3841.306641
	Iteration 22Q: 3 clusters Score -266779.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -266783.875000 Penalty: 3841.306641
	Iteration 23Q: 3 clusters Score -266783.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -266787.093750 Penalty: 3841.306641
	Iteration 24Q: 3 clusters Score -266787.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -266791.156250 Penalty: 3841.306641
	Iteration 25Q: 3 clusters Score -266791.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -266792.812500 Penalty: 3841.306641
	Iteration 26Q: 3 clusters Score -266792.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -266792.812500 Penalty: 3841.306641
	Iteration 27F: 3 clusters Score -266792.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Entering Unmasked Estep 
Score: -767408.187500 Penalty: 2185.067871
	Iteration 0F: 2 clusters Score -767408.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -761790.937500 Penalty: 4370.135742
	Iteration 0F: 3 clusters Score -761790.9 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -763382.875000 Penalty: 4370.135742
	Iteration 1F: 3 clusters Score -763382.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -763879.250000 Penalty: 4370.135742
	Iteration 2F: 3 clusters Score -763879.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -764453.625000 Penalty: 4370.135742
	Iteration 3F: 3 clusters Score -764453.6 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -765026.312500 Penalty: 4370.135742
	Iteration 4F: 3 clusters Score -765026.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -765460.437500 Penalty: 4370.135742
	Iteration 5F: 3 clusters Score -765460.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -765724.875000 Penalty: 4370.135742
	Iteration 6F: 3 clusters Score -765724.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -765886.062500 Penalty: 4370.135742
	Iteration 7Q: 3 clusters Score -765886.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -766000.687500 Penalty: 4370.135742
	Iteration 8Q: 3 clusters Score -766000.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -766061.187500 Penalty: 4370.135742
	Iteration 9Q: 3 clusters Score -766061.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -766090.750000 Penalty: 4370.135742
	Iteration 10Q: 3 clusters Score -766090.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -766107.625000 Penalty: 4370.135742
	Iteration 11Q: 3 clusters Score -766107.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -766122.625000 Penalty: 4370.135742
	Iteration 12Q: 3 clusters Score -766122.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -766129.437500 Penalty: 4370.135742
	Iteration 13Q: 3 clusters Score -766129.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -766136.187500 Penalty: 4370.135742
	Iteration 14Q: 3 clusters Score -766136.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -766143.125000 Penalty: 4370.135742
	Iteration 15Q: 3 clusters Score -766143.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -766142.437500 Penalty: 4370.135742
	Iteration 16Q: 3 clusters Score -766142.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -766142.437500 Penalty: 4370.135742
	Iteration 17F: 3 clusters Score -766142.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Entering Unmasked Estep 
Score: -6647740.500000 Penalty: 2708.367188
	Iteration 0F: 2 clusters Score -6647740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -6610697.000000 Penalty: 5416.734375
	Iteration 0F: 3 clusters Score -6610697 nChanged 25525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -6625233.000000 Penalty: 5416.734375
	Iteration 1F: 3 clusters Score -6625233 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -6626438.500000 Penalty: 5416.734375
	Iteration 2F: 3 clusters Score -6626438 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -6628101.000000 Penalty: 5416.734375
	Iteration 3F: 3 clusters Score -6628101 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -6630494.500000 Penalty: 5416.734375
	Iteration 4F: 3 clusters Score -6630494 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -6633626.000000 Penalty: 5416.734375
	Iteration 5F: 3 clusters Score -6633626 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -6637140.500000 Penalty: 5416.734375
	Iteration 6F: 3 clusters Score -6637140 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -6640135.500000 Penalty: 5416.734375
	Iteration 7F: 3 clusters Score -6640136 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -6642221.500000 Penalty: 5416.734375
	Iteration 8Q: 3 clusters Score -6642222 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -6643426.000000 Penalty: 5416.734375
	Iteration 9Q: 3 clusters Score -6643426 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -6644190.500000 Penalty: 5416.734375
	Iteration 10Q: 3 clusters Score -6644190 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -6644662.500000 Penalty: 5416.734375
	Iteration 11Q: 3 clusters Score -6644662 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52748 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -6645018.500000 Penalty: 5416.734375
	Iteration 12Q: 3 clusters Score -6645018 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53092 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -6645224.000000 Penalty: 5416.734375
	Iteration 13Q: 3 clusters Score -6645224 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53324 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -6645354.500000 Penalty: 5416.734375
	Iteration 14Q: 3 clusters Score -6645354 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53514 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -6645461.000000 Penalty: 5416.734375
	Iteration 15Q: 3 clusters Score -6645461 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53651 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6645503.500000 Penalty: 5416.734375
	Iteration 16Q: 3 clusters Score -6645504 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53766 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6645572.500000 Penalty: 5416.734375
	Iteration 17Q: 3 clusters Score -6645572 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -6645632.000000 Penalty: 5416.734375
	Iteration 18Q: 3 clusters Score -6645632 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -6645654.000000 Penalty: 5416.734375
	Iteration 19Q: 3 clusters Score -6645654 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54010 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6645668.500000 Penalty: 5416.734375
	Iteration 20F: 3 clusters Score -6645668 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -6645692.000000 Penalty: 5416.734375
	Iteration 21Q: 3 clusters Score -6645692 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -6645698.500000 Penalty: 5416.734375
	Iteration 22Q: 3 clusters Score -6645698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6645724.000000 Penalty: 5416.734375
	Iteration 23Q: 3 clusters Score -6645724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54141 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6645723.000000 Penalty: 5416.734375
	Iteration 24Q: 3 clusters Score -6645723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6645732.500000 Penalty: 5416.734375
	Iteration 25Q: 3 clusters Score -6645732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54175 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6645746.000000 Penalty: 5416.734375
	Iteration 26Q: 3 clusters Score -6645746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54190 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6645746.500000 Penalty: 5416.734375
	Iteration 27Q: 3 clusters Score -6645746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54204 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6645743.500000 Penalty: 5416.734375
	Iteration 28Q: 3 clusters Score -6645744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6645746.000000 Penalty: 5416.734375
	Iteration 29Q: 3 clusters Score -6645746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6645751.000000 Penalty: 5416.734375
	Iteration 30Q: 3 clusters Score -6645751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6645752.500000 Penalty: 5416.734375
	Iteration 31Q: 3 clusters Score -6645752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6645757.000000 Penalty: 5416.734375
	Iteration 32Q: 3 clusters Score -6645757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6645775.500000 Penalty: 5416.734375
	Iteration 33Q: 3 clusters Score -6645776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54281 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6645768.000000 Penalty: 5416.734375
	Iteration 34Q: 3 clusters Score -6645768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54295 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -6645771.000000 Penalty: 5416.734375
	Iteration 35Q: 3 clusters Score -6645771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6645787.000000 Penalty: 5416.734375
	Iteration 36Q: 3 clusters Score -6645787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6645790.000000 Penalty: 5416.734375
	Iteration 37Q: 3 clusters Score -6645790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6645797.500000 Penalty: 5416.734375
	Iteration 38Q: 3 clusters Score -6645798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54343 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6645804.000000 Penalty: 5416.734375
	Iteration 39Q: 3 clusters Score -6645804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54357 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6645811.500000 Penalty: 5416.734375
	Iteration 40F: 3 clusters Score -6645812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54365 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6645815.500000 Penalty: 5416.734375
	Iteration 41Q: 3 clusters Score -6645816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6645812.000000 Penalty: 5416.734375
	Iteration 42Q: 3 clusters Score -6645812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54378 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6645820.500000 Penalty: 5416.734375
	Iteration 43Q: 3 clusters Score -6645820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6645814.500000 Penalty: 5416.734375
	Iteration 44Q: 3 clusters Score -6645814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6645813.000000 Penalty: 5416.734375
	Iteration 45Q: 3 clusters Score -6645813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6645823.000000 Penalty: 5416.734375
	Iteration 46Q: 3 clusters Score -6645823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6645822.500000 Penalty: 5416.734375
	Iteration 47Q: 3 clusters Score -6645822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54408 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6645825.500000 Penalty: 5416.734375
	Iteration 48Q: 3 clusters Score -6645826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6645829.500000 Penalty: 5416.734375
	Iteration 49Q: 3 clusters Score -6645830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6645825.500000 Penalty: 5416.734375
	Iteration 50Q: 3 clusters Score -6645826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6645830.500000 Penalty: 5416.734375
	Iteration 51Q: 3 clusters Score -6645830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54421 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6645829.000000 Penalty: 5416.734375
	Iteration 52Q: 3 clusters Score -6645829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6645834.000000 Penalty: 5416.734375
	Iteration 53Q: 3 clusters Score -6645834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6645834.000000 Penalty: 5416.734375
	Iteration 54F: 3 clusters Score -6645834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Entering Unmasked Estep 
Score: -5677789.000000 Penalty: 2668.086426
	Iteration 0F: 2 clusters Score -5677789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -5646081.000000 Penalty: 5336.172852
	Iteration 0F: 3 clusters Score -5646081 nChanged 21653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -5658007.000000 Penalty: 5336.172852
	Iteration 1F: 3 clusters Score -5658007 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -5658471.500000 Penalty: 5336.172852
	Iteration 2Q: 3 clusters Score -5658472 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -5658880.000000 Penalty: 5336.172852
	Iteration 3Q: 3 clusters Score -5658880 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -5659316.000000 Penalty: 5336.172852
	Iteration 4Q: 3 clusters Score -5659316 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -5659783.000000 Penalty: 5336.172852
	Iteration 5Q: 3 clusters Score -5659783 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -5660421.500000 Penalty: 5336.172852
	Iteration 6Q: 3 clusters Score -5660422 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -5661253.000000 Penalty: 5336.172852
	Iteration 7Q: 3 clusters Score -5661253 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -5662547.500000 Penalty: 5336.172852
	Iteration 8Q: 3 clusters Score -5662548 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -5664164.000000 Penalty: 5336.172852
	Iteration 9F: 3 clusters Score -5664164 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -5666153.000000 Penalty: 5336.172852
	Iteration 10F: 3 clusters Score -5666153 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -5668140.500000 Penalty: 5336.172852
	Iteration 11F: 3 clusters Score -5668140 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -5669978.500000 Penalty: 5336.172852
	Iteration 12Q: 3 clusters Score -5669978 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -5671389.500000 Penalty: 5336.172852
	Iteration 13Q: 3 clusters Score -5671390 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -5672443.000000 Penalty: 5336.172852
	Iteration 14Q: 3 clusters Score -5672443 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -5673214.000000 Penalty: 5336.172852
	Iteration 15Q: 3 clusters Score -5673214 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -5673818.500000 Penalty: 5336.172852
	Iteration 16Q: 3 clusters Score -5673818 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -5674325.000000 Penalty: 5336.172852
	Iteration 17Q: 3 clusters Score -5674325 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5674658.500000 Penalty: 5336.172852
	Iteration 18Q: 3 clusters Score -5674658 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -5674882.500000 Penalty: 5336.172852
	Iteration 19Q: 3 clusters Score -5674882 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5675046.500000 Penalty: 5336.172852
	Iteration 20F: 3 clusters Score -5675046 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5675124.000000 Penalty: 5336.172852
	Iteration 21Q: 3 clusters Score -5675124 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5675213.500000 Penalty: 5336.172852
	Iteration 22Q: 3 clusters Score -5675214 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5675280.500000 Penalty: 5336.172852
	Iteration 23Q: 3 clusters Score -5675280 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5675321.500000 Penalty: 5336.172852
	Iteration 24Q: 3 clusters Score -5675322 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5675353.000000 Penalty: 5336.172852
	Iteration 25Q: 3 clusters Score -5675353 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5675384.500000 Penalty: 5336.172852
	Iteration 26Q: 3 clusters Score -5675384 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5675401.000000 Penalty: 5336.172852
	Iteration 27Q: 3 clusters Score -5675401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5675414.500000 Penalty: 5336.172852
	Iteration 28Q: 3 clusters Score -5675414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5675420.500000 Penalty: 5336.172852
	Iteration 29Q: 3 clusters Score -5675420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5675432.000000 Penalty: 5336.172852
	Iteration 30Q: 3 clusters Score -5675432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5675426.500000 Penalty: 5336.172852
	Iteration 31Q: 3 clusters Score -5675426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5675429.500000 Penalty: 5336.172852
	Iteration 32Q: 3 clusters Score -5675430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5675433.500000 Penalty: 5336.172852
	Iteration 33Q: 3 clusters Score -5675434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5675441.000000 Penalty: 5336.172852
	Iteration 34Q: 3 clusters Score -5675441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5675440.500000 Penalty: 5336.172852
	Iteration 35Q: 3 clusters Score -5675440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5675447.000000 Penalty: 5336.172852
	Iteration 36Q: 3 clusters Score -5675447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5675449.500000 Penalty: 5336.172852
	Iteration 37Q: 3 clusters Score -5675450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46379 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5675459.000000 Penalty: 5336.172852
	Iteration 38Q: 3 clusters Score -5675459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5675459.000000 Penalty: 5336.172852
	Iteration 39Q: 3 clusters Score -5675459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5675465.500000 Penalty: 5336.172852
	Iteration 40F: 3 clusters Score -5675466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5675465.000000 Penalty: 5336.172852
	Iteration 41Q: 3 clusters Score -5675465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5675464.500000 Penalty: 5336.172852
	Iteration 42Q: 3 clusters Score -5675464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5675471.000000 Penalty: 5336.172852
	Iteration 43Q: 3 clusters Score -5675471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5675471.500000 Penalty: 5336.172852
	Iteration 44Q: 3 clusters Score -5675472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5675468.500000 Penalty: 5336.172852
	Iteration 45Q: 3 clusters Score -5675468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5675471.000000 Penalty: 5336.172852
	Iteration 46Q: 3 clusters Score -5675471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5675468.500000 Penalty: 5336.172852
	Iteration 47Q: 3 clusters Score -5675468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5675468.500000 Penalty: 5336.172852
	Iteration 48F: 3 clusters Score -5675468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Entering Unmasked Estep 
Score: -3273708.000000 Penalty: 2534.273682
	Iteration 0F: 2 clusters Score -3273708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -3254951.000000 Penalty: 5068.547363
	Iteration 0F: 3 clusters Score -3254951 nChanged 12274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3261866.000000 Penalty: 5068.547363
	Iteration 1F: 3 clusters Score -3261866 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -3262564.500000 Penalty: 5068.547363
	Iteration 2F: 3 clusters Score -3262564 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -3263286.250000 Penalty: 5068.547363
	Iteration 3F: 3 clusters Score -3263286 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -3264260.000000 Penalty: 5068.547363
	Iteration 4F: 3 clusters Score -3264260 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -3265635.500000 Penalty: 5068.547363
	Iteration 5F: 3 clusters Score -3265636 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -3267270.000000 Penalty: 5068.547363
	Iteration 6F: 3 clusters Score -3267270 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -3268908.750000 Penalty: 5068.547363
	Iteration 7F: 3 clusters Score -3268909 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -3270223.000000 Penalty: 5068.547363
	Iteration 8F: 3 clusters Score -3270223 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3271056.000000 Penalty: 5068.547363
	Iteration 9Q: 3 clusters Score -3271056 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3271495.250000 Penalty: 5068.547363
	Iteration 10Q: 3 clusters Score -3271495 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3271710.000000 Penalty: 5068.547363
	Iteration 11Q: 3 clusters Score -3271710 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3271821.000000 Penalty: 5068.547363
	Iteration 12Q: 3 clusters Score -3271821 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3271891.500000 Penalty: 5068.547363
	Iteration 13Q: 3 clusters Score -3271892 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3271944.000000 Penalty: 5068.547363
	Iteration 14Q: 3 clusters Score -3271944 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3271989.250000 Penalty: 5068.547363
	Iteration 15Q: 3 clusters Score -3271989 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3272010.250000 Penalty: 5068.547363
	Iteration 16Q: 3 clusters Score -3272010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3272024.250000 Penalty: 5068.547363
	Iteration 17Q: 3 clusters Score -3272024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3272031.250000 Penalty: 5068.547363
	Iteration 18Q: 3 clusters Score -3272031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3272040.750000 Penalty: 5068.547363
	Iteration 19Q: 3 clusters Score -3272041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3272042.750000 Penalty: 5068.547363
	Iteration 20F: 3 clusters Score -3272043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3272043.250000 Penalty: 5068.547363
	Iteration 21Q: 3 clusters Score -3272043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3272050.500000 Penalty: 5068.547363
	Iteration 22Q: 3 clusters Score -3272050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3272049.250000 Penalty: 5068.547363
	Iteration 23Q: 3 clusters Score -3272049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3272052.000000 Penalty: 5068.547363
	Iteration 24Q: 3 clusters Score -3272052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3272048.000000 Penalty: 5068.547363
	Iteration 25Q: 3 clusters Score -3272048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3272057.250000 Penalty: 5068.547363
	Iteration 26Q: 3 clusters Score -3272057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3272056.500000 Penalty: 5068.547363
	Iteration 27Q: 3 clusters Score -3272056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3272061.250000 Penalty: 5068.547363
	Iteration 28Q: 3 clusters Score -3272061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3272062.000000 Penalty: 5068.547363
	Iteration 29Q: 3 clusters Score -3272062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3272063.000000 Penalty: 5068.547363
	Iteration 30Q: 3 clusters Score -3272063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3272062.250000 Penalty: 5068.547363
	Iteration 31Q: 3 clusters Score -3272062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3272062.500000 Penalty: 5068.547363
	Iteration 32Q: 3 clusters Score -3272062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3272062.750000 Penalty: 5068.547363
	Iteration 33Q: 3 clusters Score -3272063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3272061.500000 Penalty: 5068.547363
	Iteration 34Q: 3 clusters Score -3272062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3272061.500000 Penalty: 5068.547363
	Iteration 35F: 3 clusters Score -3272062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Entering Unmasked Estep 
Score: -4483213.000000 Penalty: 2611.072266
	Iteration 0F: 2 clusters Score -4483213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -4457827.000000 Penalty: 5222.144531
	Iteration 0F: 3 clusters Score -4457827 nChanged 17096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -4467382.000000 Penalty: 5222.144531
	Iteration 1F: 3 clusters Score -4467382 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -4468079.000000 Penalty: 5222.144531
	Iteration 2Q: 3 clusters Score -4468079 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -4468945.000000 Penalty: 5222.144531
	Iteration 3Q: 3 clusters Score -4468945 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -4470049.000000 Penalty: 5222.144531
	Iteration 4F: 3 clusters Score -4470049 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -4471389.000000 Penalty: 5222.144531
	Iteration 5F: 3 clusters Score -4471389 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -4472903.500000 Penalty: 5222.144531
	Iteration 6F: 3 clusters Score -4472904 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -4474446.500000 Penalty: 5222.144531
	Iteration 7F: 3 clusters Score -4474446 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -4475991.000000 Penalty: 5222.144531
	Iteration 8F: 3 clusters Score -4475991 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -4477257.500000 Penalty: 5222.144531
	Iteration 9F: 3 clusters Score -4477258 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -4478076.000000 Penalty: 5222.144531
	Iteration 10Q: 3 clusters Score -4478076 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -4478606.000000 Penalty: 5222.144531
	Iteration 11Q: 3 clusters Score -4478606 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -4478963.500000 Penalty: 5222.144531
	Iteration 12Q: 3 clusters Score -4478964 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -4479275.000000 Penalty: 5222.144531
	Iteration 13Q: 3 clusters Score -4479275 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -4479676.500000 Penalty: 5222.144531
	Iteration 14Q: 3 clusters Score -4479676 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -4480262.000000 Penalty: 5222.144531
	Iteration 15Q: 3 clusters Score -4480262 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -4481171.500000 Penalty: 5222.144531
	Iteration 16Q: 3 clusters Score -4481172 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -4482691.500000 Penalty: 5222.144531
	Iteration 17Q: 3 clusters Score -4482692 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -4484933.500000 Penalty: 5222.144531
	Iteration 18Q: 3 clusters Score -4484934 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -4487389.000000 Penalty: 5222.144531
	Iteration 19Q: 3 clusters Score -4487389 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -4488844.000000 Penalty: 5222.144531
	Iteration 20F: 3 clusters Score -4488844 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -4489205.500000 Penalty: 5222.144531
	Iteration 21Q: 3 clusters Score -4489206 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -4489241.500000 Penalty: 5222.144531
	Iteration 22Q: 3 clusters Score -4489242 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -4489253.000000 Penalty: 5222.144531
	Iteration 23Q: 3 clusters Score -4489253 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -4489260.000000 Penalty: 5222.144531
	Iteration 24Q: 3 clusters Score -4489260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -4489253.500000 Penalty: 5222.144531
	Iteration 25Q: 3 clusters Score -4489254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -4489258.000000 Penalty: 5222.144531
	Iteration 26Q: 3 clusters Score -4489258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -4489263.500000 Penalty: 5222.144531
	Iteration 27Q: 3 clusters Score -4489264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -4489262.500000 Penalty: 5222.144531
	Iteration 28Q: 3 clusters Score -4489262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -4489264.500000 Penalty: 5222.144531
	Iteration 29Q: 3 clusters Score -4489264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -4489260.000000 Penalty: 5222.144531
	Iteration 30Q: 3 clusters Score -4489260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -4489260.000000 Penalty: 5222.144531
	Iteration 31F: 3 clusters Score -4489260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 228645 members 
Mstep: Class 3 contains 37053 members 
Mstep: Class 4 contains 2935 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1630 members 
Mstep: Class 7 contains 2180 members 
Mstep: Class 8 contains 2796 members 
Mstep: Class 9 contains 22430 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 12 contains 154031 members 
Mstep: Class 13 contains 34781 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 15 contains 6706 members 
Mstep: Class 16 contains 55317 members 
Mstep: Class 17 contains 47024 members 
Mstep: Class 18 contains 27415 members 
Mstep: Class 19 contains 14936 members 
Mstep: Class 20 contains 6302 members 
Mstep: Class 21 contains 8028 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 18012 members 
Mstep: Class 24 contains 885 members 
Entering Unmasked Estep 
Score: -80030808.000000 Penalty: 76631.320312
Splitting cluster 19 changes total score from -80023192.000000 to -80030808.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 20 (6302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Entering Unmasked Estep 
Score: -707582.937500 Penalty: 2169.658203
	Iteration 0F: 2 clusters Score -707582.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -702221.937500 Penalty: 4339.316406
	Iteration 0F: 3 clusters Score -702221.9 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -703598.562500 Penalty: 4339.316406
	Iteration 1F: 3 clusters Score -703598.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -703948.750000 Penalty: 4339.316406
	Iteration 2F: 3 clusters Score -703948.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -704210.000000 Penalty: 4339.316406
	Iteration 3F: 3 clusters Score -704210 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -704448.500000 Penalty: 4339.316406
	Iteration 4F: 3 clusters Score -704448.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -704684.187500 Penalty: 4339.316406
	Iteration 5F: 3 clusters Score -704684.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -704872.812500 Penalty: 4339.316406
	Iteration 6Q: 3 clusters Score -704872.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -705040.562500 Penalty: 4339.316406
	Iteration 7Q: 3 clusters Score -705040.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -705179.937500 Penalty: 4339.316406
	Iteration 8Q: 3 clusters Score -705179.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -705298.125000 Penalty: 4339.316406
	Iteration 9Q: 3 clusters Score -705298.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -705394.062500 Penalty: 4339.316406
	Iteration 10Q: 3 clusters Score -705394.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -705484.312500 Penalty: 4339.316406
	Iteration 11Q: 3 clusters Score -705484.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -705590.187500 Penalty: 4339.316406
	Iteration 12Q: 3 clusters Score -705590.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -705681.062500 Penalty: 4339.316406
	Iteration 13Q: 3 clusters Score -705681.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -705778.187500 Penalty: 4339.316406
	Iteration 14Q: 3 clusters Score -705778.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -705904.562500 Penalty: 4339.316406
	Iteration 15Q: 3 clusters Score -705904.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -706017.625000 Penalty: 4339.316406
	Iteration 16Q: 3 clusters Score -706017.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -706137.625000 Penalty: 4339.316406
	Iteration 17Q: 3 clusters Score -706137.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -706239.125000 Penalty: 4339.316406
	Iteration 18Q: 3 clusters Score -706239.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -706324.312500 Penalty: 4339.316406
	Iteration 19Q: 3 clusters Score -706324.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -706408.125000 Penalty: 4339.316406
	Iteration 20F: 3 clusters Score -706408.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -706484.312500 Penalty: 4339.316406
	Iteration 21Q: 3 clusters Score -706484.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -706547.250000 Penalty: 4339.316406
	Iteration 22Q: 3 clusters Score -706547.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -706616.250000 Penalty: 4339.316406
	Iteration 23Q: 3 clusters Score -706616.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -706687.125000 Penalty: 4339.316406
	Iteration 24Q: 3 clusters Score -706687.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -706746.812500 Penalty: 4339.316406
	Iteration 25Q: 3 clusters Score -706746.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -706786.250000 Penalty: 4339.316406
	Iteration 26Q: 3 clusters Score -706786.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -706831.062500 Penalty: 4339.316406
	Iteration 27Q: 3 clusters Score -706831.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -706879.562500 Penalty: 4339.316406
	Iteration 28Q: 3 clusters Score -706879.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -706950.000000 Penalty: 4339.316406
	Iteration 29Q: 3 clusters Score -706950 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -707040.812500 Penalty: 4339.316406
	Iteration 30Q: 3 clusters Score -707040.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -707135.437500 Penalty: 4339.316406
	Iteration 31Q: 3 clusters Score -707135.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -707209.375000 Penalty: 4339.316406
	Iteration 32Q: 3 clusters Score -707209.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -707259.625000 Penalty: 4339.316406
	Iteration 33Q: 3 clusters Score -707259.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -707285.750000 Penalty: 4339.316406
	Iteration 34Q: 3 clusters Score -707285.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -707305.562500 Penalty: 4339.316406
	Iteration 35Q: 3 clusters Score -707305.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -707309.812500 Penalty: 4339.316406
	Iteration 36Q: 3 clusters Score -707309.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -707317.687500 Penalty: 4339.316406
	Iteration 37Q: 3 clusters Score -707317.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -707320.000000 Penalty: 4339.316406
	Iteration 38Q: 3 clusters Score -707320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -707322.625000 Penalty: 4339.316406
	Iteration 39Q: 3 clusters Score -707322.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -707384.000000 Penalty: 4339.316406
	Iteration 40F: 3 clusters Score -707384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -707417.125000 Penalty: 4339.316406
	Iteration 41Q: 3 clusters Score -707417.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -707428.625000 Penalty: 4339.316406
	Iteration 42Q: 3 clusters Score -707428.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -707436.312500 Penalty: 4339.316406
	Iteration 43Q: 3 clusters Score -707436.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -707438.437500 Penalty: 4339.316406
	Iteration 44Q: 3 clusters Score -707438.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -707437.750000 Penalty: 4339.316406
	Iteration 45Q: 3 clusters Score -707437.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -707437.750000 Penalty: 4339.316406
	Iteration 46F: 3 clusters Score -707437.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Entering Unmasked Estep 
Score: -958593.750000 Penalty: 2229.691406
	Iteration 0F: 2 clusters Score -958593.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -952122.562500 Penalty: 4459.382812
	Iteration 0F: 3 clusters Score -952122.6 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -953891.187500 Penalty: 4459.382812
	Iteration 1F: 3 clusters Score -953891.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -954110.437500 Penalty: 4459.382812
	Iteration 2F: 3 clusters Score -954110.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -954251.500000 Penalty: 4459.382812
	Iteration 3Q: 3 clusters Score -954251.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -954362.000000 Penalty: 4459.382812
	Iteration 4Q: 3 clusters Score -954362 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -954447.687500 Penalty: 4459.382812
	Iteration 5Q: 3 clusters Score -954447.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -954509.000000 Penalty: 4459.382812
	Iteration 6Q: 3 clusters Score -954509 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -954566.625000 Penalty: 4459.382812
	Iteration 7Q: 3 clusters Score -954566.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -954621.750000 Penalty: 4459.382812
	Iteration 8Q: 3 clusters Score -954621.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -954683.500000 Penalty: 4459.382812
	Iteration 9Q: 3 clusters Score -954683.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -954744.437500 Penalty: 4459.382812
	Iteration 10Q: 3 clusters Score -954744.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -954797.812500 Penalty: 4459.382812
	Iteration 11Q: 3 clusters Score -954797.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -954874.187500 Penalty: 4459.382812
	Iteration 12Q: 3 clusters Score -954874.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -954956.937500 Penalty: 4459.382812
	Iteration 13Q: 3 clusters Score -954956.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -955053.812500 Penalty: 4459.382812
	Iteration 14Q: 3 clusters Score -955053.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -955169.937500 Penalty: 4459.382812
	Iteration 15Q: 3 clusters Score -955169.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -955326.812500 Penalty: 4459.382812
	Iteration 16Q: 3 clusters Score -955326.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -955529.750000 Penalty: 4459.382812
	Iteration 17Q: 3 clusters Score -955529.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -955775.562500 Penalty: 4459.382812
	Iteration 18Q: 3 clusters Score -955775.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -956011.875000 Penalty: 4459.382812
	Iteration 19Q: 3 clusters Score -956011.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -956180.687500 Penalty: 4459.382812
	Iteration 20F: 3 clusters Score -956180.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -956313.312500 Penalty: 4459.382812
	Iteration 21Q: 3 clusters Score -956313.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -956412.187500 Penalty: 4459.382812
	Iteration 22Q: 3 clusters Score -956412.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -956493.437500 Penalty: 4459.382812
	Iteration 23Q: 3 clusters Score -956493.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -956537.062500 Penalty: 4459.382812
	Iteration 24Q: 3 clusters Score -956537.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -956562.500000 Penalty: 4459.382812
	Iteration 25Q: 3 clusters Score -956562.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -956581.625000 Penalty: 4459.382812
	Iteration 26Q: 3 clusters Score -956581.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -956601.312500 Penalty: 4459.382812
	Iteration 27Q: 3 clusters Score -956601.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -956618.375000 Penalty: 4459.382812
	Iteration 28Q: 3 clusters Score -956618.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -956632.812500 Penalty: 4459.382812
	Iteration 29Q: 3 clusters Score -956632.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -956645.625000 Penalty: 4459.382812
	Iteration 30Q: 3 clusters Score -956645.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -956662.812500 Penalty: 4459.382812
	Iteration 31Q: 3 clusters Score -956662.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -956679.437500 Penalty: 4459.382812
	Iteration 32Q: 3 clusters Score -956679.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -956688.812500 Penalty: 4459.382812
	Iteration 33Q: 3 clusters Score -956688.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -956696.312500 Penalty: 4459.382812
	Iteration 34Q: 3 clusters Score -956696.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -956700.312500 Penalty: 4459.382812
	Iteration 35Q: 3 clusters Score -956700.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -956710.812500 Penalty: 4459.382812
	Iteration 36Q: 3 clusters Score -956710.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -956719.625000 Penalty: 4459.382812
	Iteration 37Q: 3 clusters Score -956719.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -956721.562500 Penalty: 4459.382812
	Iteration 38Q: 3 clusters Score -956721.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -956728.312500 Penalty: 4459.382812
	Iteration 39Q: 3 clusters Score -956728.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -956730.312500 Penalty: 4459.382812
	Iteration 40F: 3 clusters Score -956730.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -956732.187500 Penalty: 4459.382812
	Iteration 41Q: 3 clusters Score -956732.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -956736.875000 Penalty: 4459.382812
	Iteration 42Q: 3 clusters Score -956736.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -956742.875000 Penalty: 4459.382812
	Iteration 43Q: 3 clusters Score -956742.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -956747.875000 Penalty: 4459.382812
	Iteration 44Q: 3 clusters Score -956747.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -956758.125000 Penalty: 4459.382812
	Iteration 45Q: 3 clusters Score -956758.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -956763.062500 Penalty: 4459.382812
	Iteration 46Q: 3 clusters Score -956763.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -956766.625000 Penalty: 4459.382812
	Iteration 47Q: 3 clusters Score -956766.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -956774.062500 Penalty: 4459.382812
	Iteration 48Q: 3 clusters Score -956774.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -956786.062500 Penalty: 4459.382812
	Iteration 49Q: 3 clusters Score -956786.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -956802.812500 Penalty: 4459.382812
	Iteration 50Q: 3 clusters Score -956802.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -956826.812500 Penalty: 4459.382812
	Iteration 51Q: 3 clusters Score -956826.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -956858.875000 Penalty: 4459.382812
	Iteration 52Q: 3 clusters Score -956858.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -956893.250000 Penalty: 4459.382812
	Iteration 53Q: 3 clusters Score -956893.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -956924.625000 Penalty: 4459.382812
	Iteration 54Q: 3 clusters Score -956924.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -956964.375000 Penalty: 4459.382812
	Iteration 55Q: 3 clusters Score -956964.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -956999.437500 Penalty: 4459.382812
	Iteration 56Q: 3 clusters Score -956999.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -957027.812500 Penalty: 4459.382812
	Iteration 57Q: 3 clusters Score -957027.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -957067.250000 Penalty: 4459.382812
	Iteration 58Q: 3 clusters Score -957067.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -957100.062500 Penalty: 4459.382812
	Iteration 59Q: 3 clusters Score -957100.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -957121.937500 Penalty: 4459.382812
	Iteration 60F: 3 clusters Score -957121.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -957163.562500 Penalty: 4459.382812
	Iteration 61Q: 3 clusters Score -957163.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -957209.000000 Penalty: 4459.382812
	Iteration 62Q: 3 clusters Score -957209 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -957256.500000 Penalty: 4459.382812
	Iteration 63Q: 3 clusters Score -957256.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -957293.937500 Penalty: 4459.382812
	Iteration 64Q: 3 clusters Score -957293.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -957324.125000 Penalty: 4459.382812
	Iteration 65Q: 3 clusters Score -957324.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -957363.250000 Penalty: 4459.382812
	Iteration 66Q: 3 clusters Score -957363.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -957402.750000 Penalty: 4459.382812
	Iteration 67Q: 3 clusters Score -957402.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -957448.500000 Penalty: 4459.382812
	Iteration 68Q: 3 clusters Score -957448.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -957488.812500 Penalty: 4459.382812
	Iteration 69Q: 3 clusters Score -957488.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -957538.562500 Penalty: 4459.382812
	Iteration 70Q: 3 clusters Score -957538.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -957597.812500 Penalty: 4459.382812
	Iteration 71Q: 3 clusters Score -957597.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -957652.750000 Penalty: 4459.382812
	Iteration 72Q: 3 clusters Score -957652.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -957693.125000 Penalty: 4459.382812
	Iteration 73Q: 3 clusters Score -957693.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -957719.250000 Penalty: 4459.382812
	Iteration 74Q: 3 clusters Score -957719.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -957743.875000 Penalty: 4459.382812
	Iteration 75Q: 3 clusters Score -957743.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -957768.062500 Penalty: 4459.382812
	Iteration 76Q: 3 clusters Score -957768.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -957787.250000 Penalty: 4459.382812
	Iteration 77Q: 3 clusters Score -957787.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -957798.625000 Penalty: 4459.382812
	Iteration 78Q: 3 clusters Score -957798.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -957813.375000 Penalty: 4459.382812
	Iteration 79Q: 3 clusters Score -957813.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -957887.750000 Penalty: 4459.382812
	Iteration 80F: 3 clusters Score -957887.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -957936.000000 Penalty: 4459.382812
	Iteration 81Q: 3 clusters Score -957936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -957955.187500 Penalty: 4459.382812
	Iteration 82Q: 3 clusters Score -957955.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -957966.687500 Penalty: 4459.382812
	Iteration 83Q: 3 clusters Score -957966.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -957971.000000 Penalty: 4459.382812
	Iteration 84Q: 3 clusters Score -957971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -957974.000000 Penalty: 4459.382812
	Iteration 85Q: 3 clusters Score -957974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -957977.875000 Penalty: 4459.382812
	Iteration 86Q: 3 clusters Score -957977.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -957981.062500 Penalty: 4459.382812
	Iteration 87Q: 3 clusters Score -957981.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -957979.250000 Penalty: 4459.382812
	Iteration 88Q: 3 clusters Score -957979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -957979.687500 Penalty: 4459.382812
	Iteration 89Q: 3 clusters Score -957979.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -957979.687500 Penalty: 4459.382812
	Iteration 90Q: 3 clusters Score -957979.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -957980.437500 Penalty: 4459.382812
	Iteration 91Q: 3 clusters Score -957980.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -957980.687500 Penalty: 4459.382812
	Iteration 92Q: 3 clusters Score -957980.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -957981.312500 Penalty: 4459.382812
	Iteration 93Q: 3 clusters Score -957981.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -957982.250000 Penalty: 4459.382812
	Iteration 94Q: 3 clusters Score -957982.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -957983.625000 Penalty: 4459.382812
	Iteration 95Q: 3 clusters Score -957983.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -957984.562500 Penalty: 4459.382812
	Iteration 96Q: 3 clusters Score -957984.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -957986.125000 Penalty: 4459.382812
	Iteration 97Q: 3 clusters Score -957986.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -957986.125000 Penalty: 4459.382812
	Iteration 98Q: 3 clusters Score -957986.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -957986.125000 Penalty: 4459.382812
	Iteration 99F: 3 clusters Score -957986.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -25499.519531 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -25499.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24303.619141 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -24303.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24438.119141 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -24438.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24510.398438 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -24510.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24549.066406 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -24549.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24604.093750 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -24604.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24618.972656 Penalty: 2765.670898
	Iteration 5Q: 3 clusters Score -24618.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24627.957031 Penalty: 2765.670898
	Iteration 6Q: 3 clusters Score -24627.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24661.322266 Penalty: 2765.670898
	Iteration 7Q: 3 clusters Score -24661.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24691.468750 Penalty: 2765.670898
	Iteration 8Q: 3 clusters Score -24691.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24747.837891 Penalty: 2765.670898
	Iteration 9Q: 3 clusters Score -24747.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24757.929688 Penalty: 2765.670898
	Iteration 10Q: 3 clusters Score -24757.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24768.005859 Penalty: 2765.670898
	Iteration 11Q: 3 clusters Score -24768.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24775.283203 Penalty: 2765.670898
	Iteration 12Q: 3 clusters Score -24775.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24794.074219 Penalty: 2765.670898
	Iteration 13Q: 3 clusters Score -24794.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24833.847656 Penalty: 2765.670898
	Iteration 14Q: 3 clusters Score -24833.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24899.228516 Penalty: 2765.670898
	Iteration 15Q: 3 clusters Score -24899.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24928.275391 Penalty: 2765.670898
	Iteration 16Q: 3 clusters Score -24928.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24951.826172 Penalty: 2765.670898
	Iteration 17Q: 3 clusters Score -24951.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24967.662109 Penalty: 2765.670898
	Iteration 18Q: 3 clusters Score -24967.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24988.369141 Penalty: 2765.670898
	Iteration 19Q: 3 clusters Score -24988.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24988.369141 Penalty: 2765.670898
	Iteration 20F: 3 clusters Score -24988.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Entering Unmasked Estep 
Score: -2194428.250000 Penalty: 2430.100830
	Iteration 0F: 2 clusters Score -2194428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2181634.250000 Penalty: 4860.201660
	Iteration 0F: 3 clusters Score -2181634 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2185869.750000 Penalty: 4860.201660
	Iteration 1F: 3 clusters Score -2185870 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2186232.750000 Penalty: 4860.201660
	Iteration 2F: 3 clusters Score -2186233 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2186498.500000 Penalty: 4860.201660
	Iteration 3Q: 3 clusters Score -2186498 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2186722.500000 Penalty: 4860.201660
	Iteration 4Q: 3 clusters Score -2186722 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2186899.750000 Penalty: 4860.201660
	Iteration 5Q: 3 clusters Score -2186900 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2187081.250000 Penalty: 4860.201660
	Iteration 6Q: 3 clusters Score -2187081 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2187307.750000 Penalty: 4860.201660
	Iteration 7Q: 3 clusters Score -2187308 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2187574.750000 Penalty: 4860.201660
	Iteration 8Q: 3 clusters Score -2187575 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2187953.250000 Penalty: 4860.201660
	Iteration 9Q: 3 clusters Score -2187953 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2188416.500000 Penalty: 4860.201660
	Iteration 10Q: 3 clusters Score -2188416 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2188985.750000 Penalty: 4860.201660
	Iteration 11Q: 3 clusters Score -2188986 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2189624.750000 Penalty: 4860.201660
	Iteration 12Q: 3 clusters Score -2189625 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2190286.250000 Penalty: 4860.201660
	Iteration 13Q: 3 clusters Score -2190286 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2190925.750000 Penalty: 4860.201660
	Iteration 14Q: 3 clusters Score -2190926 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2191441.500000 Penalty: 4860.201660
	Iteration 15Q: 3 clusters Score -2191442 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2191795.000000 Penalty: 4860.201660
	Iteration 16Q: 3 clusters Score -2191795 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2191983.750000 Penalty: 4860.201660
	Iteration 17Q: 3 clusters Score -2191984 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2192120.000000 Penalty: 4860.201660
	Iteration 18Q: 3 clusters Score -2192120 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2192201.250000 Penalty: 4860.201660
	Iteration 19Q: 3 clusters Score -2192201 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2192259.000000 Penalty: 4860.201660
	Iteration 20F: 3 clusters Score -2192259 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2192291.000000 Penalty: 4860.201660
	Iteration 21Q: 3 clusters Score -2192291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2192316.000000 Penalty: 4860.201660
	Iteration 22Q: 3 clusters Score -2192316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2192328.500000 Penalty: 4860.201660
	Iteration 23Q: 3 clusters Score -2192328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2192347.750000 Penalty: 4860.201660
	Iteration 24Q: 3 clusters Score -2192348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2192365.250000 Penalty: 4860.201660
	Iteration 25Q: 3 clusters Score -2192365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2192374.750000 Penalty: 4860.201660
	Iteration 26Q: 3 clusters Score -2192375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2192385.000000 Penalty: 4860.201660
	Iteration 27Q: 3 clusters Score -2192385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2192388.000000 Penalty: 4860.201660
	Iteration 28Q: 3 clusters Score -2192388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2192390.750000 Penalty: 4860.201660
	Iteration 29Q: 3 clusters Score -2192391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2192394.000000 Penalty: 4860.201660
	Iteration 30Q: 3 clusters Score -2192394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2192393.250000 Penalty: 4860.201660
	Iteration 31Q: 3 clusters Score -2192393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2192392.750000 Penalty: 4860.201660
	Iteration 32Q: 3 clusters Score -2192393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2192395.000000 Penalty: 4860.201660
	Iteration 33Q: 3 clusters Score -2192395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2192395.000000 Penalty: 4860.201660
	Iteration 34F: 3 clusters Score -2192395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -94875.742188 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -94875.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -93052.093750 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -93052.09 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -93375.734375 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -93375.73 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -93525.820312 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -93525.82 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -93642.960938 Penalty: 3365.651611
	Iteration 3F: 3 clusters Score -93642.96 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -93719.835938 Penalty: 3365.651611
	Iteration 4Q: 3 clusters Score -93719.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -93785.078125 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -93785.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -93841.125000 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -93841.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -93911.445312 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -93911.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -93990.179688 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -93990.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -94124.078125 Penalty: 3365.651611
	Iteration 9Q: 3 clusters Score -94124.08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -94357.789062 Penalty: 3365.651611
	Iteration 10Q: 3 clusters Score -94357.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -94535.601562 Penalty: 3365.651611
	Iteration 11Q: 3 clusters Score -94535.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -94629.445312 Penalty: 3365.651611
	Iteration 12Q: 3 clusters Score -94629.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -94649.023438 Penalty: 3365.651611
	Iteration 13Q: 3 clusters Score -94649.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -94655.765625 Penalty: 3365.651611
	Iteration 14Q: 3 clusters Score -94655.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -94660.429688 Penalty: 3365.651611
	Iteration 15Q: 3 clusters Score -94660.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -94661.289062 Penalty: 3365.651611
	Iteration 16Q: 3 clusters Score -94661.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -94662.585938 Penalty: 3365.651611
	Iteration 17Q: 3 clusters Score -94662.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -94662.585938 Penalty: 3365.651611
	Iteration 18F: 3 clusters Score -94662.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 3 contains 37053 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1630 members 
Mstep: Class 7 contains 2180 members 
Mstep: Class 8 contains 2796 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 12 contains 154031 members 
Mstep: Class 13 contains 34781 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 15 contains 6706 members 
Mstep: Class 16 contains 55317 members 
Mstep: Class 17 contains 47024 members 
Mstep: Class 18 contains 27415 members 
Mstep: Class 19 contains 14936 members 
Mstep: Class 20 contains 6302 members 
Mstep: Class 21 contains 8028 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 18012 members 
Mstep: Class 24 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80033008.000000 Penalty: 76631.320312
Iteration 39Q: 24 clusters Score -8.003301e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 228750 members 
Mstep: Class 3 contains 36467 members 
Mstep: Class 4 contains 2936 members 
Mstep: Class 5 contains 1650 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 2233 members 
Mstep: Class 8 contains 3367 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 858 members 
Mstep: Class 12 contains 154828 members 
Mstep: Class 13 contains 34894 members 
Mstep: Class 14 contains 2226 members 
Mstep: Class 15 contains 6693 members 
Mstep: Class 16 contains 55477 members 
Mstep: Class 17 contains 46887 members 
Mstep: Class 18 contains 27261 members 
Mstep: Class 19 contains 14802 members 
Mstep: Class 20 contains 6313 members 
Mstep: Class 21 contains 7990 members 
Mstep: Class 22 contains 265 members 
Mstep: Class 23 contains 18056 members 
Mstep: Class 24 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80034912.000000 Penalty: 76631.320312
Iteration 40F: 24 clusters Score -8.003491e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 228868 members 
Mstep: Class 3 contains 35864 members 
Mstep: Class 4 contains 2997 members 
Mstep: Class 5 contains 1646 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 2095 members 
Mstep: Class 8 contains 3789 members 
Mstep: Class 9 contains 23318 members 
Mstep: Class 10 contains 790 members 
Mstep: Class 12 contains 154144 members 
Mstep: Class 13 contains 35088 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 6657 members 
Mstep: Class 16 contains 55583 members 
Mstep: Class 17 contains 46736 members 
Mstep: Class 18 contains 27153 members 
Mstep: Class 19 contains 14782 members 
Mstep: Class 20 contains 6298 members 
Mstep: Class 21 contains 7880 members 
Mstep: Class 22 contains 267 members 
Mstep: Class 23 contains 18095 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80036408.000000 Penalty: 76631.320312
Iteration 41Q: 24 clusters Score -8.003641e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 228830 members 
Mstep: Class 3 contains 35330 members 
Mstep: Class 4 contains 3028 members 
Mstep: Class 5 contains 1644 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 1991 members 
Mstep: Class 8 contains 4143 members 
Mstep: Class 9 contains 24273 members 
Mstep: Class 10 contains 745 members 
Mstep: Class 12 contains 153683 members 
Mstep: Class 13 contains 35317 members 
Mstep: Class 14 contains 2098 members 
Mstep: Class 15 contains 6622 members 
Mstep: Class 16 contains 55732 members 
Mstep: Class 17 contains 46587 members 
Mstep: Class 18 contains 27067 members 
Mstep: Class 19 contains 14832 members 
Mstep: Class 20 contains 6278 members 
Mstep: Class 21 contains 7820 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 18110 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80037352.000000 Penalty: 76631.320312
Iteration 42Q: 24 clusters Score -8.003735e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 228697 members 
Mstep: Class 3 contains 34893 members 
Mstep: Class 4 contains 3048 members 
Mstep: Class 5 contains 1641 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 8 contains 4455 members 
Mstep: Class 9 contains 25067 members 
Mstep: Class 10 contains 717 members 
Mstep: Class 12 contains 153308 members 
Mstep: Class 13 contains 35543 members 
Mstep: Class 14 contains 2056 members 
Mstep: Class 15 contains 6595 members 
Mstep: Class 16 contains 55902 members 
Mstep: Class 17 contains 46451 members 
Mstep: Class 18 contains 26999 members 
Mstep: Class 19 contains 14901 members 
Mstep: Class 20 contains 6282 members 
Mstep: Class 21 contains 7768 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 18095 members 
Mstep: Class 24 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038224.000000 Penalty: 76631.320312
Iteration 43Q: 24 clusters Score -8.003822e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 228660 members 
Mstep: Class 3 contains 34482 members 
Mstep: Class 4 contains 3062 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 1803 members 
Mstep: Class 8 contains 4708 members 
Mstep: Class 9 contains 25726 members 
Mstep: Class 10 contains 694 members 
Mstep: Class 12 contains 153002 members 
Mstep: Class 13 contains 35761 members 
Mstep: Class 14 contains 2028 members 
Mstep: Class 15 contains 6579 members 
Mstep: Class 16 contains 56071 members 
Mstep: Class 17 contains 46332 members 
Mstep: Class 18 contains 26939 members 
Mstep: Class 19 contains 14965 members 
Mstep: Class 20 contains 6271 members 
Mstep: Class 21 contains 7715 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 18084 members 
Mstep: Class 24 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80038736.000000 Penalty: 76631.320312
Iteration 44Q: 24 clusters Score -8.003874e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 228658 members 
Mstep: Class 3 contains 34092 members 
Mstep: Class 4 contains 3083 members 
Mstep: Class 5 contains 1633 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 1709 members 
Mstep: Class 8 contains 4941 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 12 contains 152641 members 
Mstep: Class 13 contains 35954 members 
Mstep: Class 14 contains 2007 members 
Mstep: Class 15 contains 6552 members 
Mstep: Class 16 contains 56244 members 
Mstep: Class 17 contains 46250 members 
Mstep: Class 18 contains 26890 members 
Mstep: Class 19 contains 15017 members 
Mstep: Class 20 contains 6267 members 
Mstep: Class 21 contains 7664 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 18070 members 
Mstep: Class 24 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80039480.000000 Penalty: 76631.320312
Iteration 45Q: 24 clusters Score -8.003948e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 228588 members 
Mstep: Class 3 contains 33744 members 
Mstep: Class 4 contains 3111 members 
Mstep: Class 5 contains 1633 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 1654 members 
Mstep: Class 8 contains 5128 members 
Mstep: Class 9 contains 26873 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 12 contains 152360 members 
Mstep: Class 13 contains 36152 members 
Mstep: Class 14 contains 1992 members 
Mstep: Class 15 contains 6522 members 
Mstep: Class 16 contains 56385 members 
Mstep: Class 17 contains 46180 members 
Mstep: Class 18 contains 26840 members 
Mstep: Class 19 contains 15059 members 
Mstep: Class 20 contains 6271 members 
Mstep: Class 21 contains 7617 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 18052 members 
Mstep: Class 24 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80039768.000000 Penalty: 76631.320312
Iteration 46Q: 24 clusters Score -8.003977e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 228570 members 
Mstep: Class 3 contains 33410 members 
Mstep: Class 4 contains 3131 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 1630 members 
Mstep: Class 8 contains 5277 members 
Mstep: Class 9 contains 27336 members 
Mstep: Class 10 contains 638 members 
Mstep: Class 12 contains 152129 members 
Mstep: Class 13 contains 36335 members 
Mstep: Class 14 contains 1973 members 
Mstep: Class 15 contains 6483 members 
Mstep: Class 16 contains 56506 members 
Mstep: Class 17 contains 46122 members 
Mstep: Class 18 contains 26791 members 
Mstep: Class 19 contains 15094 members 
Mstep: Class 20 contains 6276 members 
Mstep: Class 21 contains 7587 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 18051 members 
Mstep: Class 24 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80040224.000000 Penalty: 76631.320312
Iteration 47Q: 24 clusters Score -8.004022e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 228454 members 
Mstep: Class 3 contains 33097 members 
Mstep: Class 4 contains 3157 members 
Mstep: Class 5 contains 1628 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 1601 members 
Mstep: Class 8 contains 5405 members 
Mstep: Class 9 contains 27766 members 
Mstep: Class 10 contains 625 members 
Mstep: Class 12 contains 151978 members 
Mstep: Class 13 contains 36547 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 6436 members 
Mstep: Class 16 contains 56620 members 
Mstep: Class 17 contains 46092 members 
Mstep: Class 18 contains 26746 members 
Mstep: Class 19 contains 15136 members 
Mstep: Class 20 contains 6278 members 
Mstep: Class 21 contains 7559 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 18041 members 
Mstep: Class 24 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80040512.000000 Penalty: 76631.320312
Iteration 48Q: 24 clusters Score -8.004051e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 228400 members 
Mstep: Class 3 contains 32829 members 
Mstep: Class 4 contains 3195 members 
Mstep: Class 5 contains 1624 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 5532 members 
Mstep: Class 9 contains 28125 members 
Mstep: Class 10 contains 614 members 
Mstep: Class 12 contains 151766 members 
Mstep: Class 13 contains 36728 members 
Mstep: Class 14 contains 1931 members 
Mstep: Class 15 contains 6406 members 
Mstep: Class 16 contains 56717 members 
Mstep: Class 17 contains 46047 members 
Mstep: Class 18 contains 26713 members 
Mstep: Class 19 contains 15164 members 
Mstep: Class 20 contains 6284 members 
Mstep: Class 21 contains 7533 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 18037 members 
Mstep: Class 24 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80040992.000000 Penalty: 76631.320312
Iteration 49Q: 24 clusters Score -8.004099e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 228422 members 
Mstep: Class 3 contains 32563 members 
Mstep: Class 4 contains 3225 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 1577 members 
Mstep: Class 8 contains 5650 members 
Mstep: Class 9 contains 28444 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 12 contains 151605 members 
Mstep: Class 13 contains 36875 members 
Mstep: Class 14 contains 1913 members 
Mstep: Class 15 contains 6380 members 
Mstep: Class 16 contains 56808 members 
Mstep: Class 17 contains 45986 members 
Mstep: Class 18 contains 26676 members 
Mstep: Class 19 contains 15197 members 
Mstep: Class 20 contains 6284 members 
Mstep: Class 21 contains 7517 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 18001 members 
Mstep: Class 24 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041128.000000 Penalty: 76631.320312
Iteration 50Q: 24 clusters Score -8.004113e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 228440 members 
Mstep: Class 3 contains 32350 members 
Mstep: Class 4 contains 3250 members 
Mstep: Class 5 contains 1628 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 1552 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 28730 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 12 contains 151440 members 
Mstep: Class 13 contains 37015 members 
Mstep: Class 14 contains 1894 members 
Mstep: Class 15 contains 6351 members 
Mstep: Class 16 contains 56891 members 
Mstep: Class 17 contains 45938 members 
Mstep: Class 18 contains 26651 members 
Mstep: Class 19 contains 15218 members 
Mstep: Class 20 contains 6284 members 
Mstep: Class 21 contains 7507 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17956 members 
Mstep: Class 24 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041336.000000 Penalty: 76631.320312
Iteration 51Q: 24 clusters Score -8.004134e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 228437 members 
Mstep: Class 3 contains 32160 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 1534 members 
Mstep: Class 8 contains 5830 members 
Mstep: Class 9 contains 28993 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 12 contains 151312 members 
Mstep: Class 13 contains 37138 members 
Mstep: Class 14 contains 1885 members 
Mstep: Class 15 contains 6315 members 
Mstep: Class 16 contains 56971 members 
Mstep: Class 17 contains 45886 members 
Mstep: Class 18 contains 26646 members 
Mstep: Class 19 contains 15233 members 
Mstep: Class 20 contains 6279 members 
Mstep: Class 21 contains 7495 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17910 members 
Mstep: Class 24 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041416.000000 Penalty: 76631.320312
Iteration 52Q: 24 clusters Score -8.004142e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 228402 members 
Mstep: Class 3 contains 31991 members 
Mstep: Class 4 contains 3312 members 
Mstep: Class 5 contains 1627 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 1514 members 
Mstep: Class 8 contains 5901 members 
Mstep: Class 9 contains 29204 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 12 contains 151274 members 
Mstep: Class 13 contains 37232 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 6280 members 
Mstep: Class 16 contains 57020 members 
Mstep: Class 17 contains 45831 members 
Mstep: Class 18 contains 26625 members 
Mstep: Class 19 contains 15244 members 
Mstep: Class 20 contains 6287 members 
Mstep: Class 21 contains 7490 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17882 members 
Mstep: Class 24 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041544.000000 Penalty: 76631.320312
Iteration 53Q: 24 clusters Score -8.004154e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 228372 members 
Mstep: Class 3 contains 31838 members 
Mstep: Class 4 contains 3340 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 1504 members 
Mstep: Class 8 contains 5962 members 
Mstep: Class 9 contains 29398 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 12 contains 151204 members 
Mstep: Class 13 contains 37330 members 
Mstep: Class 14 contains 1868 members 
Mstep: Class 15 contains 6246 members 
Mstep: Class 16 contains 57072 members 
Mstep: Class 17 contains 45792 members 
Mstep: Class 18 contains 26606 members 
Mstep: Class 19 contains 15243 members 
Mstep: Class 20 contains 6294 members 
Mstep: Class 21 contains 7476 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17878 members 
Mstep: Class 24 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80041816.000000 Penalty: 76631.320312
Iteration 54Q: 24 clusters Score -8.004182e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 228349 members 
Mstep: Class 3 contains 31694 members 
Mstep: Class 4 contains 3370 members 
Mstep: Class 5 contains 1628 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 1494 members 
Mstep: Class 8 contains 6018 members 
Mstep: Class 9 contains 29558 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 12 contains 151139 members 
Mstep: Class 13 contains 37400 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 6219 members 
Mstep: Class 16 contains 57121 members 
Mstep: Class 17 contains 45774 members 
Mstep: Class 18 contains 26605 members 
Mstep: Class 19 contains 15245 members 
Mstep: Class 20 contains 6292 members 
Mstep: Class 21 contains 7463 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17877 members 
Mstep: Class 24 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80042056.000000 Penalty: 76631.320312
Iteration 55Q: 24 clusters Score -8.004206e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 228334 members 
Mstep: Class 3 contains 31565 members 
Mstep: Class 4 contains 3387 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 1487 members 
Mstep: Class 8 contains 6065 members 
Mstep: Class 9 contains 29685 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 151095 members 
Mstep: Class 13 contains 37486 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 6194 members 
Mstep: Class 16 contains 57161 members 
Mstep: Class 17 contains 45749 members 
Mstep: Class 18 contains 26623 members 
Mstep: Class 19 contains 15257 members 
Mstep: Class 20 contains 6294 members 
Mstep: Class 21 contains 7452 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17863 members 
Mstep: Class 24 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80042064.000000 Penalty: 76631.320312
Iteration 56Q: 24 clusters Score -8.004206e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 228317 members 
Mstep: Class 3 contains 31446 members 
Mstep: Class 4 contains 3399 members 
Mstep: Class 5 contains 1634 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 1491 members 
Mstep: Class 8 contains 6108 members 
Mstep: Class 9 contains 29800 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 12 contains 151048 members 
Mstep: Class 13 contains 37568 members 
Mstep: Class 14 contains 1846 members 
Mstep: Class 15 contains 6172 members 
Mstep: Class 16 contains 57203 members 
Mstep: Class 17 contains 45722 members 
Mstep: Class 18 contains 26620 members 
Mstep: Class 19 contains 15267 members 
Mstep: Class 20 contains 6297 members 
Mstep: Class 21 contains 7449 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17852 members 
Mstep: Class 24 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80042200.000000 Penalty: 76631.320312
Iteration 57Q: 24 clusters Score -8.00422e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 228288 members 
Mstep: Class 3 contains 31329 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 1634 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 1487 members 
Mstep: Class 8 contains 6154 members 
Mstep: Class 9 contains 29913 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 12 contains 151030 members 
Mstep: Class 13 contains 37673 members 
Mstep: Class 14 contains 1840 members 
Mstep: Class 15 contains 6140 members 
Mstep: Class 16 contains 57237 members 
Mstep: Class 17 contains 45687 members 
Mstep: Class 18 contains 26634 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6295 members 
Mstep: Class 21 contains 7444 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17834 members 
Mstep: Class 24 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80042352.000000 Penalty: 76631.320312
Iteration 58Q: 24 clusters Score -8.004235e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 228279 members 
Mstep: Class 3 contains 31234 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 1634 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 1483 members 
Mstep: Class 8 contains 6186 members 
Mstep: Class 9 contains 29999 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 12 contains 150986 members 
Mstep: Class 13 contains 37756 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 6108 members 
Mstep: Class 16 contains 57268 members 
Mstep: Class 17 contains 45663 members 
Mstep: Class 18 contains 26634 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 6302 members 
Mstep: Class 21 contains 7444 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17823 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
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Score: -80042488.000000 Penalty: 76631.320312
Iteration 59Q: 24 clusters Score -8.004249e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 228300 members 
Mstep: Class 3 contains 31146 members 
Mstep: Class 4 contains 3436 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 1484 members 
Mstep: Class 8 contains 6215 members 
Mstep: Class 9 contains 30070 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 12 contains 150944 members 
Mstep: Class 13 contains 37828 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 6085 members 
Mstep: Class 16 contains 57295 members 
Mstep: Class 17 contains 45654 members 
Mstep: Class 18 contains 26629 members 
Mstep: Class 19 contains 15270 members 
Mstep: Class 20 contains 6298 members 
Mstep: Class 21 contains 7442 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17808 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80042544.000000 Penalty: 76631.320312
Iteration 60F: 24 clusters Score -8.004254e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 228335 members 
Mstep: Class 3 contains 31086 members 
Mstep: Class 4 contains 3448 members 
Mstep: Class 5 contains 1633 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 6255 members 
Mstep: Class 9 contains 30120 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 12 contains 150881 members 
Mstep: Class 13 contains 37871 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 6069 members 
Mstep: Class 16 contains 57315 members 
Mstep: Class 17 contains 45643 members 
Mstep: Class 18 contains 26626 members 
Mstep: Class 19 contains 15268 members 
Mstep: Class 20 contains 6304 members 
Mstep: Class 21 contains 7442 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17804 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80042632.000000 Penalty: 76631.320312
Iteration 61Q: 24 clusters Score -8.004263e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 228372 members 
Mstep: Class 3 contains 31026 members 
Mstep: Class 4 contains 3465 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 1474 members 
Mstep: Class 8 contains 6284 members 
Mstep: Class 9 contains 30189 members 
Mstep: Class 10 contains 586 members 
Mstep: Class 12 contains 150782 members 
Mstep: Class 13 contains 37925 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 6048 members 
Mstep: Class 16 contains 57346 members 
Mstep: Class 17 contains 45628 members 
Mstep: Class 18 contains 26630 members 
Mstep: Class 19 contains 15266 members 
Mstep: Class 20 contains 6315 members 
Mstep: Class 21 contains 7438 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17794 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80042584.000000 Penalty: 76631.320312
Iteration 62Q: 24 clusters Score -8.004258e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 228351 members 
Mstep: Class 3 contains 30973 members 
Mstep: Class 4 contains 3472 members 
Mstep: Class 5 contains 1628 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 6318 members 
Mstep: Class 9 contains 30249 members 
Mstep: Class 10 contains 584 members 
Mstep: Class 12 contains 150760 members 
Mstep: Class 13 contains 37960 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 6033 members 
Mstep: Class 16 contains 57384 members 
Mstep: Class 17 contains 45612 members 
Mstep: Class 18 contains 26633 members 
Mstep: Class 19 contains 15262 members 
Mstep: Class 20 contains 6312 members 
Mstep: Class 21 contains 7431 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17783 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043008.000000 Penalty: 76631.320312
Iteration 63Q: 24 clusters Score -8.004301e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 228349 members 
Mstep: Class 3 contains 30926 members 
Mstep: Class 4 contains 3484 members 
Mstep: Class 5 contains 1628 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 1468 members 
Mstep: Class 8 contains 6348 members 
Mstep: Class 9 contains 30285 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 12 contains 150747 members 
Mstep: Class 13 contains 37990 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 6021 members 
Mstep: Class 16 contains 57420 members 
Mstep: Class 17 contains 45591 members 
Mstep: Class 18 contains 26632 members 
Mstep: Class 19 contains 15258 members 
Mstep: Class 20 contains 6310 members 
Mstep: Class 21 contains 7427 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17774 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80042960.000000 Penalty: 76631.320312
Iteration 64Q: 24 clusters Score -8.004296e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 228341 members 
Mstep: Class 3 contains 30887 members 
Mstep: Class 4 contains 3486 members 
Mstep: Class 5 contains 1627 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 1468 members 
Mstep: Class 8 contains 6372 members 
Mstep: Class 9 contains 30330 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 12 contains 150723 members 
Mstep: Class 13 contains 38045 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 6007 members 
Mstep: Class 16 contains 57456 members 
Mstep: Class 17 contains 45581 members 
Mstep: Class 18 contains 26637 members 
Mstep: Class 19 contains 15258 members 
Mstep: Class 20 contains 6307 members 
Mstep: Class 21 contains 7422 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17754 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043112.000000 Penalty: 76631.320312
Iteration 65Q: 24 clusters Score -8.004311e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 228351 members 
Mstep: Class 3 contains 30852 members 
Mstep: Class 4 contains 3494 members 
Mstep: Class 5 contains 1626 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 1468 members 
Mstep: Class 8 contains 6399 members 
Mstep: Class 9 contains 30380 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 12 contains 150710 members 
Mstep: Class 13 contains 38099 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5986 members 
Mstep: Class 16 contains 57474 members 
Mstep: Class 17 contains 45562 members 
Mstep: Class 18 contains 26617 members 
Mstep: Class 19 contains 15258 members 
Mstep: Class 20 contains 6311 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17741 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043032.000000 Penalty: 76631.320312
Iteration 66Q: 24 clusters Score -8.004303e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 228376 members 
Mstep: Class 3 contains 30810 members 
Mstep: Class 4 contains 3503 members 
Mstep: Class 5 contains 1625 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 1465 members 
Mstep: Class 8 contains 6424 members 
Mstep: Class 9 contains 30420 members 
Mstep: Class 10 contains 579 members 
Mstep: Class 12 contains 150674 members 
Mstep: Class 13 contains 38159 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5965 members 
Mstep: Class 16 contains 57483 members 
Mstep: Class 17 contains 45545 members 
Mstep: Class 18 contains 26608 members 
Mstep: Class 19 contains 15261 members 
Mstep: Class 20 contains 6316 members 
Mstep: Class 21 contains 7418 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17725 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043048.000000 Penalty: 76631.320312
Iteration 67Q: 24 clusters Score -8.004305e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 228401 members 
Mstep: Class 3 contains 30787 members 
Mstep: Class 4 contains 3514 members 
Mstep: Class 5 contains 1625 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 1466 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 30452 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150618 members 
Mstep: Class 13 contains 38210 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5939 members 
Mstep: Class 16 contains 57500 members 
Mstep: Class 17 contains 45528 members 
Mstep: Class 18 contains 26606 members 
Mstep: Class 19 contains 15262 members 
Mstep: Class 20 contains 6320 members 
Mstep: Class 21 contains 7419 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17713 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043000.000000 Penalty: 76631.320312
Iteration 68Q: 24 clusters Score -8.0043e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 228386 members 
Mstep: Class 3 contains 30772 members 
Mstep: Class 4 contains 3527 members 
Mstep: Class 5 contains 1625 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 1465 members 
Mstep: Class 8 contains 6469 members 
Mstep: Class 9 contains 30494 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150604 members 
Mstep: Class 13 contains 38254 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5922 members 
Mstep: Class 16 contains 57523 members 
Mstep: Class 17 contains 45509 members 
Mstep: Class 18 contains 26594 members 
Mstep: Class 19 contains 15261 members 
Mstep: Class 20 contains 6320 members 
Mstep: Class 21 contains 7413 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17698 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043152.000000 Penalty: 76631.320312
Iteration 69Q: 24 clusters Score -8.004315e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 228396 members 
Mstep: Class 3 contains 30744 members 
Mstep: Class 4 contains 3539 members 
Mstep: Class 5 contains 1625 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 1466 members 
Mstep: Class 8 contains 6488 members 
Mstep: Class 9 contains 30521 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150574 members 
Mstep: Class 13 contains 38293 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5902 members 
Mstep: Class 16 contains 57552 members 
Mstep: Class 17 contains 45494 members 
Mstep: Class 18 contains 26578 members 
Mstep: Class 19 contains 15262 members 
Mstep: Class 20 contains 6320 members 
Mstep: Class 21 contains 7412 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17693 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043296.000000 Penalty: 76631.320312
Iteration 70Q: 24 clusters Score -8.00433e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 228444 members 
Mstep: Class 3 contains 30707 members 
Mstep: Class 4 contains 3548 members 
Mstep: Class 5 contains 1625 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 1466 members 
Mstep: Class 8 contains 6508 members 
Mstep: Class 9 contains 30532 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150524 members 
Mstep: Class 13 contains 38329 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5888 members 
Mstep: Class 16 contains 57581 members 
Mstep: Class 17 contains 45477 members 
Mstep: Class 18 contains 26572 members 
Mstep: Class 19 contains 15261 members 
Mstep: Class 20 contains 6323 members 
Mstep: Class 21 contains 7410 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17689 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 71Q: 24 clusters Score -8.004327e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 228465 members 
Mstep: Class 3 contains 30683 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 1625 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 1465 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 30551 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150493 members 
Mstep: Class 13 contains 38365 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5876 members 
Mstep: Class 16 contains 57602 members 
Mstep: Class 17 contains 45465 members 
Mstep: Class 18 contains 26560 members 
Mstep: Class 19 contains 15260 members 
Mstep: Class 20 contains 6325 members 
Mstep: Class 21 contains 7412 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17685 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 72Q: 24 clusters Score -8.004324e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 228459 members 
Mstep: Class 3 contains 30667 members 
Mstep: Class 4 contains 3557 members 
Mstep: Class 5 contains 1625 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 6538 members 
Mstep: Class 9 contains 30574 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150465 members 
Mstep: Class 13 contains 38392 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5867 members 
Mstep: Class 16 contains 57637 members 
Mstep: Class 17 contains 45452 members 
Mstep: Class 18 contains 26555 members 
Mstep: Class 19 contains 15263 members 
Mstep: Class 20 contains 6324 members 
Mstep: Class 21 contains 7410 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17685 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
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Iteration 73Q: 24 clusters Score -8.00433e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 228458 members 
Mstep: Class 3 contains 30641 members 
Mstep: Class 4 contains 3560 members 
Mstep: Class 5 contains 1625 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 6549 members 
Mstep: Class 9 contains 30582 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150462 members 
Mstep: Class 13 contains 38431 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5857 members 
Mstep: Class 16 contains 57658 members 
Mstep: Class 17 contains 45447 members 
Mstep: Class 18 contains 26548 members 
Mstep: Class 19 contains 15265 members 
Mstep: Class 20 contains 6324 members 
Mstep: Class 21 contains 7408 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17683 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
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Iteration 74Q: 24 clusters Score -8.004342e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 228438 members 
Mstep: Class 3 contains 30610 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 1625 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 6558 members 
Mstep: Class 9 contains 30587 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150486 members 
Mstep: Class 13 contains 38461 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5841 members 
Mstep: Class 16 contains 57672 members 
Mstep: Class 17 contains 45439 members 
Mstep: Class 18 contains 26545 members 
Mstep: Class 19 contains 15267 members 
Mstep: Class 20 contains 6325 members 
Mstep: Class 21 contains 7412 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17680 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
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Iteration 75Q: 24 clusters Score -8.004351e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 228428 members 
Mstep: Class 3 contains 30583 members 
Mstep: Class 4 contains 3565 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 6574 members 
Mstep: Class 9 contains 30598 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150491 members 
Mstep: Class 13 contains 38488 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5823 members 
Mstep: Class 16 contains 57674 members 
Mstep: Class 17 contains 45443 members 
Mstep: Class 18 contains 26544 members 
Mstep: Class 19 contains 15266 members 
Mstep: Class 20 contains 6325 members 
Mstep: Class 21 contains 7411 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17679 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
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Iteration 76Q: 24 clusters Score -8.004358e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 228418 members 
Mstep: Class 3 contains 30558 members 
Mstep: Class 4 contains 3571 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 6591 members 
Mstep: Class 9 contains 30602 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150494 members 
Mstep: Class 13 contains 38512 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 57683 members 
Mstep: Class 17 contains 45448 members 
Mstep: Class 18 contains 26538 members 
Mstep: Class 19 contains 15267 members 
Mstep: Class 20 contains 6325 members 
Mstep: Class 21 contains 7411 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17675 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043488.000000 Penalty: 76631.320312
Iteration 77Q: 24 clusters Score -8.004349e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 228413 members 
Mstep: Class 3 contains 30536 members 
Mstep: Class 4 contains 3572 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 6594 members 
Mstep: Class 9 contains 30602 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150517 members 
Mstep: Class 13 contains 38545 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5795 members 
Mstep: Class 16 contains 57693 members 
Mstep: Class 17 contains 45439 members 
Mstep: Class 18 contains 26539 members 
Mstep: Class 19 contains 15267 members 
Mstep: Class 20 contains 6327 members 
Mstep: Class 21 contains 7413 members 
Mstep: Class 22 contains 268 members 
Mstep: Class 23 contains 17671 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043368.000000 Penalty: 76631.320312
Iteration 78Q: 24 clusters Score -8.004337e+07 nChanged 243
Entering ConstructFrom: 
Score: -80043368.000000 Penalty: 76631.320312
Entering ConstructFrom: 
Trying to split cluster 1 (4086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Entering Unmasked Estep 
Score: -482201.125000 Penalty: 2062.199951
	Iteration 0F: 2 clusters Score -482201.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -478217.125000 Penalty: 4124.399902
	Iteration 0F: 3 clusters Score -478217.1 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -479108.625000 Penalty: 4124.399902
	Iteration 1F: 3 clusters Score -479108.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -479301.156250 Penalty: 4124.399902
	Iteration 2F: 3 clusters Score -479301.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -479423.843750 Penalty: 4124.399902
	Iteration 3F: 3 clusters Score -479423.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -479489.593750 Penalty: 4124.399902
	Iteration 4Q: 3 clusters Score -479489.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -479534.437500 Penalty: 4124.399902
	Iteration 5Q: 3 clusters Score -479534.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -479567.312500 Penalty: 4124.399902
	Iteration 6Q: 3 clusters Score -479567.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -479600.250000 Penalty: 4124.399902
	Iteration 7Q: 3 clusters Score -479600.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -479629.218750 Penalty: 4124.399902
	Iteration 8Q: 3 clusters Score -479629.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -479651.937500 Penalty: 4124.399902
	Iteration 9Q: 3 clusters Score -479651.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -479673.781250 Penalty: 4124.399902
	Iteration 10Q: 3 clusters Score -479673.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -479697.968750 Penalty: 4124.399902
	Iteration 11Q: 3 clusters Score -479698 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -479724.250000 Penalty: 4124.399902
	Iteration 12Q: 3 clusters Score -479724.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -479745.718750 Penalty: 4124.399902
	Iteration 13Q: 3 clusters Score -479745.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -479764.593750 Penalty: 4124.399902
	Iteration 14Q: 3 clusters Score -479764.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -479782.656250 Penalty: 4124.399902
	Iteration 15Q: 3 clusters Score -479782.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -479798.218750 Penalty: 4124.399902
	Iteration 16Q: 3 clusters Score -479798.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -479816.062500 Penalty: 4124.399902
	Iteration 17Q: 3 clusters Score -479816.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -479837.500000 Penalty: 4124.399902
	Iteration 18Q: 3 clusters Score -479837.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -479857.562500 Penalty: 4124.399902
	Iteration 19Q: 3 clusters Score -479857.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -479877.656250 Penalty: 4124.399902
	Iteration 20F: 3 clusters Score -479877.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -479897.250000 Penalty: 4124.399902
	Iteration 21Q: 3 clusters Score -479897.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -479914.656250 Penalty: 4124.399902
	Iteration 22Q: 3 clusters Score -479914.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -479938.937500 Penalty: 4124.399902
	Iteration 23Q: 3 clusters Score -479938.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -479957.281250 Penalty: 4124.399902
	Iteration 24Q: 3 clusters Score -479957.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -479971.375000 Penalty: 4124.399902
	Iteration 25Q: 3 clusters Score -479971.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -479989.687500 Penalty: 4124.399902
	Iteration 26Q: 3 clusters Score -479989.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -480010.593750 Penalty: 4124.399902
	Iteration 27Q: 3 clusters Score -480010.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -480025.031250 Penalty: 4124.399902
	Iteration 28Q: 3 clusters Score -480025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -480038.406250 Penalty: 4124.399902
	Iteration 29Q: 3 clusters Score -480038.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -480051.093750 Penalty: 4124.399902
	Iteration 30Q: 3 clusters Score -480051.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -480066.562500 Penalty: 4124.399902
	Iteration 31Q: 3 clusters Score -480066.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -480082.406250 Penalty: 4124.399902
	Iteration 32Q: 3 clusters Score -480082.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -480099.187500 Penalty: 4124.399902
	Iteration 33Q: 3 clusters Score -480099.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -480115.968750 Penalty: 4124.399902
	Iteration 34Q: 3 clusters Score -480116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -480126.468750 Penalty: 4124.399902
	Iteration 35Q: 3 clusters Score -480126.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -480134.562500 Penalty: 4124.399902
	Iteration 36Q: 3 clusters Score -480134.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -480141.500000 Penalty: 4124.399902
	Iteration 37Q: 3 clusters Score -480141.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -480149.562500 Penalty: 4124.399902
	Iteration 38Q: 3 clusters Score -480149.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -480154.531250 Penalty: 4124.399902
	Iteration 39Q: 3 clusters Score -480154.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -480159.687500 Penalty: 4124.399902
	Iteration 40F: 3 clusters Score -480159.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -480168.156250 Penalty: 4124.399902
	Iteration 41Q: 3 clusters Score -480168.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -480177.218750 Penalty: 4124.399902
	Iteration 42Q: 3 clusters Score -480177.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -480186.218750 Penalty: 4124.399902
	Iteration 43Q: 3 clusters Score -480186.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -480195.125000 Penalty: 4124.399902
	Iteration 44Q: 3 clusters Score -480195.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -480208.968750 Penalty: 4124.399902
	Iteration 45Q: 3 clusters Score -480209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -480222.031250 Penalty: 4124.399902
	Iteration 46Q: 3 clusters Score -480222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -480233.687500 Penalty: 4124.399902
	Iteration 47Q: 3 clusters Score -480233.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -480251.156250 Penalty: 4124.399902
	Iteration 48Q: 3 clusters Score -480251.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -480267.562500 Penalty: 4124.399902
	Iteration 49Q: 3 clusters Score -480267.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -480278.531250 Penalty: 4124.399902
	Iteration 50Q: 3 clusters Score -480278.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -480290.906250 Penalty: 4124.399902
	Iteration 51Q: 3 clusters Score -480290.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -480301.781250 Penalty: 4124.399902
	Iteration 52Q: 3 clusters Score -480301.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -480307.593750 Penalty: 4124.399902
	Iteration 53Q: 3 clusters Score -480307.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -480313.125000 Penalty: 4124.399902
	Iteration 54Q: 3 clusters Score -480313.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -480316.312500 Penalty: 4124.399902
	Iteration 55Q: 3 clusters Score -480316.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -480323.875000 Penalty: 4124.399902
	Iteration 56Q: 3 clusters Score -480323.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -480327.500000 Penalty: 4124.399902
	Iteration 57Q: 3 clusters Score -480327.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -480332.000000 Penalty: 4124.399902
	Iteration 58Q: 3 clusters Score -480332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -480336.625000 Penalty: 4124.399902
	Iteration 59Q: 3 clusters Score -480336.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -480337.750000 Penalty: 4124.399902
	Iteration 60F: 3 clusters Score -480337.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -480337.843750 Penalty: 4124.399902
	Iteration 61Q: 3 clusters Score -480337.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -480337.843750 Penalty: 4124.399902
	Iteration 62F: 3 clusters Score -480337.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (228398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228398 members 
Entering Unmasked Estep 
Score: -27193036.000000 Penalty: 3060.033691
	Iteration 0F: 2 clusters Score -2.719304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114195 members 
Mstep: Class 2 contains 114203 members 
Entering Unmasked Estep 
Score: -27056686.000000 Penalty: 6120.067383
	Iteration 0F: 3 clusters Score -2.705669e+07 nChanged 110200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114183 members 
Mstep: Class 2 contains 114215 members 
Entering Unmasked Estep 
Score: -27122002.000000 Penalty: 6120.067383
	Iteration 1F: 3 clusters Score -2.7122e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113577 members 
Mstep: Class 2 contains 114821 members 
Entering Unmasked Estep 
Score: -27124146.000000 Penalty: 6120.067383
	Iteration 2Q: 3 clusters Score -2.712415e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112722 members 
Mstep: Class 2 contains 115676 members 
Entering Unmasked Estep 
Score: -27127342.000000 Penalty: 6120.067383
	Iteration 3Q: 3 clusters Score -2.712734e+07 nChanged 10184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111546 members 
Mstep: Class 2 contains 116852 members 
Entering Unmasked Estep 
Score: -27132184.000000 Penalty: 6120.067383
	Iteration 4Q: 3 clusters Score -2.713218e+07 nChanged 11946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110072 members 
Mstep: Class 2 contains 118326 members 
Entering Unmasked Estep 
Score: -27138856.000000 Penalty: 6120.067383
	Iteration 5F: 3 clusters Score -2.713886e+07 nChanged 13912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108610 members 
Mstep: Class 2 contains 119788 members 
Entering Unmasked Estep 
Score: -27148174.000000 Penalty: 6120.067383
	Iteration 6F: 3 clusters Score -2.714817e+07 nChanged 15266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107168 members 
Mstep: Class 2 contains 121230 members 
Entering Unmasked Estep 
Score: -27159196.000000 Penalty: 6120.067383
	Iteration 7F: 3 clusters Score -2.71592e+07 nChanged 14569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105619 members 
Mstep: Class 2 contains 122779 members 
Entering Unmasked Estep 
Score: -27168116.000000 Penalty: 6120.067383
	Iteration 8F: 3 clusters Score -2.716812e+07 nChanged 11124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104063 members 
Mstep: Class 2 contains 124335 members 
Entering Unmasked Estep 
Score: -27172580.000000 Penalty: 6120.067383
	Iteration 9Q: 3 clusters Score -2.717258e+07 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102157 members 
Mstep: Class 2 contains 126241 members 
Entering Unmasked Estep 
Score: -27173744.000000 Penalty: 6120.067383
	Iteration 10Q: 3 clusters Score -2.717374e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100393 members 
Mstep: Class 2 contains 128005 members 
Entering Unmasked Estep 
Score: -27174108.000000 Penalty: 6120.067383
	Iteration 11Q: 3 clusters Score -2.717411e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98680 members 
Mstep: Class 2 contains 129718 members 
Entering Unmasked Estep 
Score: -27174358.000000 Penalty: 6120.067383
	Iteration 12Q: 3 clusters Score -2.717436e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97056 members 
Mstep: Class 2 contains 131342 members 
Entering Unmasked Estep 
Score: -27174522.000000 Penalty: 6120.067383
	Iteration 13Q: 3 clusters Score -2.717452e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95609 members 
Mstep: Class 2 contains 132789 members 
Entering Unmasked Estep 
Score: -27174646.000000 Penalty: 6120.067383
	Iteration 14Q: 3 clusters Score -2.717465e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94231 members 
Mstep: Class 2 contains 134167 members 
Entering Unmasked Estep 
Score: -27174690.000000 Penalty: 6120.067383
	Iteration 15Q: 3 clusters Score -2.717469e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92926 members 
Mstep: Class 2 contains 135472 members 
Entering Unmasked Estep 
Score: -27174714.000000 Penalty: 6120.067383
	Iteration 16Q: 3 clusters Score -2.717471e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91656 members 
Mstep: Class 2 contains 136742 members 
Entering Unmasked Estep 
Score: -27174760.000000 Penalty: 6120.067383
	Iteration 17Q: 3 clusters Score -2.717476e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90379 members 
Mstep: Class 2 contains 138019 members 
Entering Unmasked Estep 
Score: -27174856.000000 Penalty: 6120.067383
	Iteration 18Q: 3 clusters Score -2.717486e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89038 members 
Mstep: Class 2 contains 139360 members 
Entering Unmasked Estep 
Score: -27175120.000000 Penalty: 6120.067383
	Iteration 19Q: 3 clusters Score -2.717512e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87703 members 
Mstep: Class 2 contains 140695 members 
Entering Unmasked Estep 
Score: -27175192.000000 Penalty: 6120.067383
	Iteration 20F: 3 clusters Score -2.717519e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86427 members 
Mstep: Class 2 contains 141971 members 
Entering Unmasked Estep 
Score: -27175178.000000 Penalty: 6120.067383
	Iteration 21Q: 3 clusters Score -2.717518e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85157 members 
Mstep: Class 2 contains 143241 members 
Entering Unmasked Estep 
Score: -27175258.000000 Penalty: 6120.067383
	Iteration 22Q: 3 clusters Score -2.717526e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83862 members 
Mstep: Class 2 contains 144536 members 
Entering Unmasked Estep 
Score: -27175178.000000 Penalty: 6120.067383
	Iteration 23Q: 3 clusters Score -2.717518e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82697 members 
Mstep: Class 2 contains 145701 members 
Entering Unmasked Estep 
Score: -27175224.000000 Penalty: 6120.067383
	Iteration 24Q: 3 clusters Score -2.717522e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81599 members 
Mstep: Class 2 contains 146799 members 
Entering Unmasked Estep 
Score: -27175200.000000 Penalty: 6120.067383
	Iteration 25Q: 3 clusters Score -2.71752e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80549 members 
Mstep: Class 2 contains 147849 members 
Entering Unmasked Estep 
Score: -27175218.000000 Penalty: 6120.067383
	Iteration 26Q: 3 clusters Score -2.717522e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79520 members 
Mstep: Class 2 contains 148878 members 
Entering Unmasked Estep 
Score: -27175214.000000 Penalty: 6120.067383
	Iteration 27Q: 3 clusters Score -2.717521e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78591 members 
Mstep: Class 2 contains 149807 members 
Entering Unmasked Estep 
Score: -27175162.000000 Penalty: 6120.067383
	Iteration 28Q: 3 clusters Score -2.717516e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77744 members 
Mstep: Class 2 contains 150654 members 
Entering Unmasked Estep 
Score: -27175262.000000 Penalty: 6120.067383
	Iteration 29Q: 3 clusters Score -2.717526e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76823 members 
Mstep: Class 2 contains 151575 members 
Entering Unmasked Estep 
Score: -27175274.000000 Penalty: 6120.067383
	Iteration 30Q: 3 clusters Score -2.717527e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75925 members 
Mstep: Class 2 contains 152473 members 
Entering Unmasked Estep 
Score: -27175222.000000 Penalty: 6120.067383
	Iteration 31Q: 3 clusters Score -2.717522e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75005 members 
Mstep: Class 2 contains 153393 members 
Entering Unmasked Estep 
Score: -27175358.000000 Penalty: 6120.067383
	Iteration 32Q: 3 clusters Score -2.717536e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74156 members 
Mstep: Class 2 contains 154242 members 
Entering Unmasked Estep 
Score: -27175390.000000 Penalty: 6120.067383
	Iteration 33Q: 3 clusters Score -2.717539e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73287 members 
Mstep: Class 2 contains 155111 members 
Entering Unmasked Estep 
Score: -27175462.000000 Penalty: 6120.067383
	Iteration 34Q: 3 clusters Score -2.717546e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72414 members 
Mstep: Class 2 contains 155984 members 
Entering Unmasked Estep 
Score: -27175458.000000 Penalty: 6120.067383
	Iteration 35Q: 3 clusters Score -2.717546e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71544 members 
Mstep: Class 2 contains 156854 members 
Entering Unmasked Estep 
Score: -27175412.000000 Penalty: 6120.067383
	Iteration 36Q: 3 clusters Score -2.717541e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70702 members 
Mstep: Class 2 contains 157696 members 
Entering Unmasked Estep 
Score: -27175496.000000 Penalty: 6120.067383
	Iteration 37Q: 3 clusters Score -2.71755e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69878 members 
Mstep: Class 2 contains 158520 members 
Entering Unmasked Estep 
Score: -27175422.000000 Penalty: 6120.067383
	Iteration 38Q: 3 clusters Score -2.717542e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69067 members 
Mstep: Class 2 contains 159331 members 
Entering Unmasked Estep 
Score: -27175426.000000 Penalty: 6120.067383
	Iteration 39Q: 3 clusters Score -2.717543e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68306 members 
Mstep: Class 2 contains 160092 members 
Entering Unmasked Estep 
Score: -27175490.000000 Penalty: 6120.067383
	Iteration 40F: 3 clusters Score -2.717549e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67551 members 
Mstep: Class 2 contains 160847 members 
Entering Unmasked Estep 
Score: -27175584.000000 Penalty: 6120.067383
	Iteration 41Q: 3 clusters Score -2.717558e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66785 members 
Mstep: Class 2 contains 161613 members 
Entering Unmasked Estep 
Score: -27175576.000000 Penalty: 6120.067383
	Iteration 42Q: 3 clusters Score -2.717558e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 162342 members 
Entering Unmasked Estep 
Score: -27175516.000000 Penalty: 6120.067383
	Iteration 43Q: 3 clusters Score -2.717552e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65315 members 
Mstep: Class 2 contains 163083 members 
Entering Unmasked Estep 
Score: -27175544.000000 Penalty: 6120.067383
	Iteration 44Q: 3 clusters Score -2.717554e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64551 members 
Mstep: Class 2 contains 163847 members 
Entering Unmasked Estep 
Score: -27175534.000000 Penalty: 6120.067383
	Iteration 45Q: 3 clusters Score -2.717553e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63796 members 
Mstep: Class 2 contains 164602 members 
Entering Unmasked Estep 
Score: -27175522.000000 Penalty: 6120.067383
	Iteration 46Q: 3 clusters Score -2.717552e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 165408 members 
Entering Unmasked Estep 
Score: -27175548.000000 Penalty: 6120.067383
	Iteration 47Q: 3 clusters Score -2.717555e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62184 members 
Mstep: Class 2 contains 166214 members 
Entering Unmasked Estep 
Score: -27175612.000000 Penalty: 6120.067383
	Iteration 48Q: 3 clusters Score -2.717561e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61365 members 
Mstep: Class 2 contains 167033 members 
Entering Unmasked Estep 
Score: -27175746.000000 Penalty: 6120.067383
	Iteration 49Q: 3 clusters Score -2.717575e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60529 members 
Mstep: Class 2 contains 167869 members 
Entering Unmasked Estep 
Score: -27175752.000000 Penalty: 6120.067383
	Iteration 50Q: 3 clusters Score -2.717575e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 168704 members 
Entering Unmasked Estep 
Score: -27175894.000000 Penalty: 6120.067383
	Iteration 51Q: 3 clusters Score -2.717589e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58904 members 
Mstep: Class 2 contains 169494 members 
Entering Unmasked Estep 
Score: -27176074.000000 Penalty: 6120.067383
	Iteration 52Q: 3 clusters Score -2.717607e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58064 members 
Mstep: Class 2 contains 170334 members 
Entering Unmasked Estep 
Score: -27176184.000000 Penalty: 6120.067383
	Iteration 53Q: 3 clusters Score -2.717618e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57208 members 
Mstep: Class 2 contains 171190 members 
Entering Unmasked Estep 
Score: -27176320.000000 Penalty: 6120.067383
	Iteration 54Q: 3 clusters Score -2.717632e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 172131 members 
Entering Unmasked Estep 
Score: -27176588.000000 Penalty: 6120.067383
	Iteration 55Q: 3 clusters Score -2.717659e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 173106 members 
Entering Unmasked Estep 
Score: -27176704.000000 Penalty: 6120.067383
	Iteration 56Q: 3 clusters Score -2.71767e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 174078 members 
Entering Unmasked Estep 
Score: -27176976.000000 Penalty: 6120.067383
	Iteration 57Q: 3 clusters Score -2.717698e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 175135 members 
Entering Unmasked Estep 
Score: -27177216.000000 Penalty: 6120.067383
	Iteration 58Q: 3 clusters Score -2.717722e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 176230 members 
Entering Unmasked Estep 
Score: -27177402.000000 Penalty: 6120.067383
	Iteration 59Q: 3 clusters Score -2.71774e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51031 members 
Mstep: Class 2 contains 177367 members 
Entering Unmasked Estep 
Score: -27177698.000000 Penalty: 6120.067383
	Iteration 60F: 3 clusters Score -2.71777e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Mstep: Class 2 contains 178517 members 
Entering Unmasked Estep 
Score: -27177904.000000 Penalty: 6120.067383
	Iteration 61Q: 3 clusters Score -2.71779e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 179756 members 
Entering Unmasked Estep 
Score: -27178148.000000 Penalty: 6120.067383
	Iteration 62Q: 3 clusters Score -2.717815e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Mstep: Class 2 contains 181068 members 
Entering Unmasked Estep 
Score: -27178406.000000 Penalty: 6120.067383
	Iteration 63Q: 3 clusters Score -2.717841e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 182475 members 
Entering Unmasked Estep 
Score: -27178680.000000 Penalty: 6120.067383
	Iteration 64Q: 3 clusters Score -2.717868e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 183938 members 
Entering Unmasked Estep 
Score: -27179052.000000 Penalty: 6120.067383
	Iteration 65Q: 3 clusters Score -2.717905e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 185529 members 
Entering Unmasked Estep 
Score: -27179358.000000 Penalty: 6120.067383
	Iteration 66Q: 3 clusters Score -2.717936e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 187175 members 
Entering Unmasked Estep 
Score: -27179780.000000 Penalty: 6120.067383
	Iteration 67Q: 3 clusters Score -2.717978e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 188874 members 
Entering Unmasked Estep 
Score: -27180264.000000 Penalty: 6120.067383
	Iteration 68Q: 3 clusters Score -2.718026e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 190681 members 
Entering Unmasked Estep 
Score: -27181522.000000 Penalty: 6120.067383
	Iteration 69Q: 3 clusters Score -2.718152e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 192596 members 
Entering Unmasked Estep 
Score: -27182890.000000 Penalty: 6120.067383
	Iteration 70Q: 3 clusters Score -2.718289e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 194734 members 
Entering Unmasked Estep 
Score: -27184342.000000 Penalty: 6120.067383
	Iteration 71Q: 3 clusters Score -2.718434e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 197087 members 
Entering Unmasked Estep 
Score: -27185774.000000 Penalty: 6120.067383
	Iteration 72Q: 3 clusters Score -2.718577e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 199633 members 
Entering Unmasked Estep 
Score: -27187328.000000 Penalty: 6120.067383
	Iteration 73Q: 3 clusters Score -2.718733e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 202380 members 
Entering Unmasked Estep 
Score: -27188806.000000 Penalty: 6120.067383
	Iteration 74Q: 3 clusters Score -2.718881e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 205280 members 
Entering Unmasked Estep 
Score: -27190232.000000 Penalty: 6120.067383
	Iteration 75Q: 3 clusters Score -2.719023e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 208285 members 
Entering Unmasked Estep 
Score: -27191566.000000 Penalty: 6120.067383
	Iteration 76Q: 3 clusters Score -2.719157e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 211255 members 
Entering Unmasked Estep 
Score: -27192476.000000 Penalty: 6120.067383
	Iteration 77Q: 3 clusters Score -2.719248e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 214131 members 
Entering Unmasked Estep 
Score: -27192886.000000 Penalty: 6120.067383
	Iteration 78Q: 3 clusters Score -2.719289e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 216685 members 
Entering Unmasked Estep 
Score: -27193108.000000 Penalty: 6120.067383
	Iteration 79Q: 3 clusters Score -2.719311e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 218876 members 
Entering Unmasked Estep 
Score: -27193190.000000 Penalty: 6120.067383
	Iteration 80F: 3 clusters Score -2.719319e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 220659 members 
Entering Unmasked Estep 
Score: -27192964.000000 Penalty: 6120.067383
	Iteration 81Q: 3 clusters Score -2.719296e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 222133 members 
Entering Unmasked Estep 
Score: -27192652.000000 Penalty: 6120.067383
	Iteration 82Q: 3 clusters Score -2.719265e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 223299 members 
Entering Unmasked Estep 
Score: -27192452.000000 Penalty: 6120.067383
	Iteration 83Q: 3 clusters Score -2.719245e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 224179 members 
Entering Unmasked Estep 
Score: -27192236.000000 Penalty: 6120.067383
	Iteration 84Q: 3 clusters Score -2.719224e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 224874 members 
Entering Unmasked Estep 
Score: -27192020.000000 Penalty: 6120.067383
	Iteration 85Q: 3 clusters Score -2.719202e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 225387 members 
Entering Unmasked Estep 
Score: -27191858.000000 Penalty: 6120.067383
	Iteration 86Q: 3 clusters Score -2.719186e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 225776 members 
Entering Unmasked Estep 
Score: -27191732.000000 Penalty: 6120.067383
	Iteration 87Q: 3 clusters Score -2.719173e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 226069 members 
Entering Unmasked Estep 
Score: -27191630.000000 Penalty: 6120.067383
	Iteration 88Q: 3 clusters Score -2.719163e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 226286 members 
Entering Unmasked Estep 
Score: -27191548.000000 Penalty: 6120.067383
	Iteration 89Q: 3 clusters Score -2.719155e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 226457 members 
Entering Unmasked Estep 
Score: -27191472.000000 Penalty: 6120.067383
	Iteration 90Q: 3 clusters Score -2.719147e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 226602 members 
Entering Unmasked Estep 
Score: -27191422.000000 Penalty: 6120.067383
	Iteration 91Q: 3 clusters Score -2.719142e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 226708 members 
Entering Unmasked Estep 
Score: -27191418.000000 Penalty: 6120.067383
	Iteration 92Q: 3 clusters Score -2.719142e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 226790 members 
Entering Unmasked Estep 
Score: -27191416.000000 Penalty: 6120.067383
	Iteration 93Q: 3 clusters Score -2.719142e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 226871 members 
Entering Unmasked Estep 
Score: -27191380.000000 Penalty: 6120.067383
	Iteration 94Q: 3 clusters Score -2.719138e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 226933 members 
Entering Unmasked Estep 
Score: -27191384.000000 Penalty: 6120.067383
	Iteration 95Q: 3 clusters Score -2.719138e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 226986 members 
Entering Unmasked Estep 
Score: -27191392.000000 Penalty: 6120.067383
	Iteration 96Q: 3 clusters Score -2.719139e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 227039 members 
Entering Unmasked Estep 
Score: -27191370.000000 Penalty: 6120.067383
	Iteration 97Q: 3 clusters Score -2.719137e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 227077 members 
Entering Unmasked Estep 
Score: -27191378.000000 Penalty: 6120.067383
	Iteration 98Q: 3 clusters Score -2.719138e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 227108 members 
Entering Unmasked Estep 
Score: -27191378.000000 Penalty: 6120.067383
	Iteration 99Q: 3 clusters Score -2.719138e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 227140 members 
Entering Unmasked Estep 
Score: -27191374.000000 Penalty: 6120.067383
	Iteration 100F: 3 clusters Score -2.719137e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 227163 members 
Entering Unmasked Estep 
Score: -27191352.000000 Penalty: 6120.067383
	Iteration 101Q: 3 clusters Score -2.719135e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 227176 members 
Entering Unmasked Estep 
Score: -27191370.000000 Penalty: 6120.067383
	Iteration 102Q: 3 clusters Score -2.719137e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 227190 members 
Entering Unmasked Estep 
Score: -27191352.000000 Penalty: 6120.067383
	Iteration 103Q: 3 clusters Score -2.719135e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 227200 members 
Entering Unmasked Estep 
Score: -27191342.000000 Penalty: 6120.067383
	Iteration 104Q: 3 clusters Score -2.719134e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 227213 members 
Entering Unmasked Estep 
Score: -27191340.000000 Penalty: 6120.067383
	Iteration 105Q: 3 clusters Score -2.719134e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 227226 members 
Entering Unmasked Estep 
Score: -27191344.000000 Penalty: 6120.067383
	Iteration 106Q: 3 clusters Score -2.719134e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 227235 members 
Entering Unmasked Estep 
Score: -27191318.000000 Penalty: 6120.067383
	Iteration 107Q: 3 clusters Score -2.719132e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 227246 members 
Entering Unmasked Estep 
Score: -27191342.000000 Penalty: 6120.067383
	Iteration 108Q: 3 clusters Score -2.719134e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 227255 members 
Entering Unmasked Estep 
Score: -27191362.000000 Penalty: 6120.067383
	Iteration 109Q: 3 clusters Score -2.719136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 227265 members 
Entering Unmasked Estep 
Score: -27191340.000000 Penalty: 6120.067383
	Iteration 110Q: 3 clusters Score -2.719134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 227270 members 
Entering Unmasked Estep 
Score: -27191340.000000 Penalty: 6120.067383
	Iteration 111Q: 3 clusters Score -2.719134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 227277 members 
Entering Unmasked Estep 
Score: -27191340.000000 Penalty: 6120.067383
	Iteration 112Q: 3 clusters Score -2.719134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 227282 members 
Entering Unmasked Estep 
Score: -27191308.000000 Penalty: 6120.067383
	Iteration 113Q: 3 clusters Score -2.719131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 227291 members 
Entering Unmasked Estep 
Score: -27191314.000000 Penalty: 6120.067383
	Iteration 114Q: 3 clusters Score -2.719131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 227297 members 
Entering Unmasked Estep 
Score: -27191318.000000 Penalty: 6120.067383
	Iteration 115Q: 3 clusters Score -2.719132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 227298 members 
Entering Unmasked Estep 
Score: -27191306.000000 Penalty: 6120.067383
	Iteration 116Q: 3 clusters Score -2.719131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 227304 members 
Entering Unmasked Estep 
Score: -27191324.000000 Penalty: 6120.067383
	Iteration 117Q: 3 clusters Score -2.719132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 227309 members 
Entering Unmasked Estep 
Score: -27191326.000000 Penalty: 6120.067383
	Iteration 118Q: 3 clusters Score -2.719133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 227315 members 
Entering Unmasked Estep 
Score: -27191310.000000 Penalty: 6120.067383
	Iteration 119Q: 3 clusters Score -2.719131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 227321 members 
Entering Unmasked Estep 
Score: -27191282.000000 Penalty: 6120.067383
	Iteration 120F: 3 clusters Score -2.719128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 227328 members 
Entering Unmasked Estep 
Score: -27191290.000000 Penalty: 6120.067383
	Iteration 121Q: 3 clusters Score -2.719129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 227330 members 
Entering Unmasked Estep 
Score: -27191288.000000 Penalty: 6120.067383
	Iteration 122Q: 3 clusters Score -2.719129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 227334 members 
Entering Unmasked Estep 
Score: -27191278.000000 Penalty: 6120.067383
	Iteration 123Q: 3 clusters Score -2.719128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 227335 members 
Entering Unmasked Estep 
Score: -27191264.000000 Penalty: 6120.067383
	Iteration 124Q: 3 clusters Score -2.719126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 227336 members 
Entering Unmasked Estep 
Score: -27191276.000000 Penalty: 6120.067383
	Iteration 125Q: 3 clusters Score -2.719128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 227337 members 
Entering Unmasked Estep 
Score: -27191284.000000 Penalty: 6120.067383
	Iteration 126Q: 3 clusters Score -2.719128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 227339 members 
Entering Unmasked Estep 
Score: -27191266.000000 Penalty: 6120.067383
	Iteration 127Q: 3 clusters Score -2.719127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 227339 members 
Entering Unmasked Estep 
Score: -27191266.000000 Penalty: 6120.067383
	Iteration 128F: 3 clusters Score -2.719127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Entering Unmasked Estep 
Score: -3685343.000000 Penalty: 2560.825195
	Iteration 0F: 2 clusters Score -3685343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -3664400.000000 Penalty: 5121.650391
	Iteration 0F: 3 clusters Score -3664400 nChanged 13778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -3672128.250000 Penalty: 5121.650391
	Iteration 1F: 3 clusters Score -3672128 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -3672850.250000 Penalty: 5121.650391
	Iteration 2F: 3 clusters Score -3672850 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -3673847.250000 Penalty: 5121.650391
	Iteration 3F: 3 clusters Score -3673847 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -3675329.250000 Penalty: 5121.650391
	Iteration 4F: 3 clusters Score -3675329 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -3677302.750000 Penalty: 5121.650391
	Iteration 5F: 3 clusters Score -3677303 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -3679472.250000 Penalty: 5121.650391
	Iteration 6F: 3 clusters Score -3679472 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -3681222.250000 Penalty: 5121.650391
	Iteration 7F: 3 clusters Score -3681222 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3682232.750000 Penalty: 5121.650391
	Iteration 8Q: 3 clusters Score -3682233 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3682803.500000 Penalty: 5121.650391
	Iteration 9Q: 3 clusters Score -3682804 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3683085.750000 Penalty: 5121.650391
	Iteration 10Q: 3 clusters Score -3683086 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3683226.000000 Penalty: 5121.650391
	Iteration 11Q: 3 clusters Score -3683226 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3683340.750000 Penalty: 5121.650391
	Iteration 12Q: 3 clusters Score -3683341 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3683391.750000 Penalty: 5121.650391
	Iteration 13Q: 3 clusters Score -3683392 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3683428.250000 Penalty: 5121.650391
	Iteration 14Q: 3 clusters Score -3683428 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3683447.000000 Penalty: 5121.650391
	Iteration 15Q: 3 clusters Score -3683447 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3683462.250000 Penalty: 5121.650391
	Iteration 16Q: 3 clusters Score -3683462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3683475.000000 Penalty: 5121.650391
	Iteration 17Q: 3 clusters Score -3683475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3683488.250000 Penalty: 5121.650391
	Iteration 18Q: 3 clusters Score -3683488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3683497.750000 Penalty: 5121.650391
	Iteration 19Q: 3 clusters Score -3683498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3683502.000000 Penalty: 5121.650391
	Iteration 20F: 3 clusters Score -3683502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3683511.000000 Penalty: 5121.650391
	Iteration 21Q: 3 clusters Score -3683511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3683509.750000 Penalty: 5121.650391
	Iteration 22Q: 3 clusters Score -3683510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3683515.250000 Penalty: 5121.650391
	Iteration 23Q: 3 clusters Score -3683515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3683516.750000 Penalty: 5121.650391
	Iteration 24Q: 3 clusters Score -3683517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3683515.250000 Penalty: 5121.650391
	Iteration 25Q: 3 clusters Score -3683515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3683514.000000 Penalty: 5121.650391
	Iteration 26Q: 3 clusters Score -3683514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3683514.000000 Penalty: 5121.650391
	Iteration 27F: 3 clusters Score -3683514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Entering Unmasked Estep 
Score: -431211.750000 Penalty: 2028.719482
	Iteration 0F: 2 clusters Score -431211.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -427575.218750 Penalty: 4057.438965
	Iteration 0F: 3 clusters Score -427575.2 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -428344.531250 Penalty: 4057.438965
	Iteration 1F: 3 clusters Score -428344.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -428543.562500 Penalty: 4057.438965
	Iteration 2F: 3 clusters Score -428543.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -428696.593750 Penalty: 4057.438965
	Iteration 3F: 3 clusters Score -428696.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -428825.875000 Penalty: 4057.438965
	Iteration 4Q: 3 clusters Score -428825.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -428947.062500 Penalty: 4057.438965
	Iteration 5Q: 3 clusters Score -428947.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -429101.562500 Penalty: 4057.438965
	Iteration 6Q: 3 clusters Score -429101.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -429273.531250 Penalty: 4057.438965
	Iteration 7Q: 3 clusters Score -429273.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -429429.156250 Penalty: 4057.438965
	Iteration 8Q: 3 clusters Score -429429.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -429555.031250 Penalty: 4057.438965
	Iteration 9Q: 3 clusters Score -429555 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -429656.531250 Penalty: 4057.438965
	Iteration 10Q: 3 clusters Score -429656.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -429711.375000 Penalty: 4057.438965
	Iteration 11Q: 3 clusters Score -429711.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -429756.156250 Penalty: 4057.438965
	Iteration 12Q: 3 clusters Score -429756.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -429785.781250 Penalty: 4057.438965
	Iteration 13Q: 3 clusters Score -429785.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -429802.218750 Penalty: 4057.438965
	Iteration 14Q: 3 clusters Score -429802.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -429817.187500 Penalty: 4057.438965
	Iteration 15Q: 3 clusters Score -429817.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -429836.250000 Penalty: 4057.438965
	Iteration 16Q: 3 clusters Score -429836.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -429853.593750 Penalty: 4057.438965
	Iteration 17Q: 3 clusters Score -429853.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -429865.562500 Penalty: 4057.438965
	Iteration 18Q: 3 clusters Score -429865.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -429877.562500 Penalty: 4057.438965
	Iteration 19Q: 3 clusters Score -429877.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -429895.968750 Penalty: 4057.438965
	Iteration 20F: 3 clusters Score -429896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -429907.218750 Penalty: 4057.438965
	Iteration 21Q: 3 clusters Score -429907.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -429921.500000 Penalty: 4057.438965
	Iteration 22Q: 3 clusters Score -429921.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -429928.968750 Penalty: 4057.438965
	Iteration 23Q: 3 clusters Score -429929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -429932.843750 Penalty: 4057.438965
	Iteration 24Q: 3 clusters Score -429932.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -429937.062500 Penalty: 4057.438965
	Iteration 25Q: 3 clusters Score -429937.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -429939.250000 Penalty: 4057.438965
	Iteration 26Q: 3 clusters Score -429939.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -429940.406250 Penalty: 4057.438965
	Iteration 27Q: 3 clusters Score -429940.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -429940.000000 Penalty: 4057.438965
	Iteration 28Q: 3 clusters Score -429940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -429941.062500 Penalty: 4057.438965
	Iteration 29Q: 3 clusters Score -429941.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -429941.062500 Penalty: 4057.438965
	Iteration 30F: 3 clusters Score -429941.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Entering Unmasked Estep 
Score: -191816.781250 Penalty: 1833.223877
	Iteration 0F: 2 clusters Score -191816.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -189448.734375 Penalty: 3666.447754
	Iteration 0F: 3 clusters Score -189448.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -189803.656250 Penalty: 3666.447754
	Iteration 1F: 3 clusters Score -189803.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -189898.906250 Penalty: 3666.447754
	Iteration 2F: 3 clusters Score -189898.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -189957.125000 Penalty: 3666.447754
	Iteration 3Q: 3 clusters Score -189957.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -189986.875000 Penalty: 3666.447754
	Iteration 4Q: 3 clusters Score -189986.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -190005.343750 Penalty: 3666.447754
	Iteration 5Q: 3 clusters Score -190005.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -190012.656250 Penalty: 3666.447754
	Iteration 6Q: 3 clusters Score -190012.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -190018.718750 Penalty: 3666.447754
	Iteration 7Q: 3 clusters Score -190018.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -190025.515625 Penalty: 3666.447754
	Iteration 8Q: 3 clusters Score -190025.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -190034.593750 Penalty: 3666.447754
	Iteration 9Q: 3 clusters Score -190034.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -190044.984375 Penalty: 3666.447754
	Iteration 10Q: 3 clusters Score -190045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -190052.593750 Penalty: 3666.447754
	Iteration 11Q: 3 clusters Score -190052.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -190059.515625 Penalty: 3666.447754
	Iteration 12Q: 3 clusters Score -190059.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -190060.406250 Penalty: 3666.447754
	Iteration 13Q: 3 clusters Score -190060.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -190060.406250 Penalty: 3666.447754
	Iteration 14F: 3 clusters Score -190060.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Entering Unmasked Estep 
Score: -173807.453125 Penalty: 1834.138916
	Iteration 0F: 2 clusters Score -173807.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -171470.125000 Penalty: 3668.277832
	Iteration 0F: 3 clusters Score -171470.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -171905.781250 Penalty: 3668.277832
	Iteration 1F: 3 clusters Score -171905.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -172139.968750 Penalty: 3668.277832
	Iteration 2F: 3 clusters Score -172140 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -172515.265625 Penalty: 3668.277832
	Iteration 3F: 3 clusters Score -172515.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -172975.625000 Penalty: 3668.277832
	Iteration 4F: 3 clusters Score -172975.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -173206.781250 Penalty: 3668.277832
	Iteration 5F: 3 clusters Score -173206.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -173381.421875 Penalty: 3668.277832
	Iteration 6F: 3 clusters Score -173381.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -173521.046875 Penalty: 3668.277832
	Iteration 7Q: 3 clusters Score -173521 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -173634.656250 Penalty: 3668.277832
	Iteration 8Q: 3 clusters Score -173634.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -173739.031250 Penalty: 3668.277832
	Iteration 9Q: 3 clusters Score -173739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -173808.531250 Penalty: 3668.277832
	Iteration 10Q: 3 clusters Score -173808.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -173866.078125 Penalty: 3668.277832
	Iteration 11Q: 3 clusters Score -173866.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -173885.390625 Penalty: 3668.277832
	Iteration 12Q: 3 clusters Score -173885.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -173891.406250 Penalty: 3668.277832
	Iteration 13Q: 3 clusters Score -173891.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -173894.953125 Penalty: 3668.277832
	Iteration 14Q: 3 clusters Score -173895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -173895.796875 Penalty: 3668.277832
	Iteration 15Q: 3 clusters Score -173895.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -173896.468750 Penalty: 3668.277832
	Iteration 16Q: 3 clusters Score -173896.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -173896.468750 Penalty: 3668.277832
	Iteration 17F: 3 clusters Score -173896.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 228398 members 
Mstep: Class 3 contains 30513 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 6599 members 
Mstep: Class 9 contains 30608 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 1201 members 
Mstep: Class 12 contains 150538 members 
Mstep: Class 13 contains 38583 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5776 members 
Mstep: Class 16 contains 57702 members 
Mstep: Class 17 contains 45428 members 
Mstep: Class 18 contains 26548 members 
Mstep: Class 19 contains 15267 members 
Mstep: Class 20 contains 6329 members 
Mstep: Class 21 contains 7412 members 
Mstep: Class 22 contains 269 members 
Mstep: Class 23 contains 17672 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
Score: -80042000.000000 Penalty: 79963.109375
Splitting cluster 6 changes total score from -80043368.000000 to -80042000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Entering Unmasked Estep 
Score: -168089.765625 Penalty: 1807.484619
	Iteration 0F: 2 clusters Score -168089.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -165804.187500 Penalty: 3614.969238
	Iteration 0F: 3 clusters Score -165804.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -166132.312500 Penalty: 3614.969238
	Iteration 1F: 3 clusters Score -166132.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -166243.750000 Penalty: 3614.969238
	Iteration 2F: 3 clusters Score -166243.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -166312.250000 Penalty: 3614.969238
	Iteration 3Q: 3 clusters Score -166312.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -166361.687500 Penalty: 3614.969238
	Iteration 4Q: 3 clusters Score -166361.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -166386.296875 Penalty: 3614.969238
	Iteration 5Q: 3 clusters Score -166386.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -166403.734375 Penalty: 3614.969238
	Iteration 6Q: 3 clusters Score -166403.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -166417.562500 Penalty: 3614.969238
	Iteration 7Q: 3 clusters Score -166417.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -166422.171875 Penalty: 3614.969238
	Iteration 8Q: 3 clusters Score -166422.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -166428.625000 Penalty: 3614.969238
	Iteration 9Q: 3 clusters Score -166428.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -166432.031250 Penalty: 3614.969238
	Iteration 10Q: 3 clusters Score -166432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -166436.687500 Penalty: 3614.969238
	Iteration 11Q: 3 clusters Score -166436.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -166440.578125 Penalty: 3614.969238
	Iteration 12Q: 3 clusters Score -166440.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -166441.031250 Penalty: 3614.969238
	Iteration 13Q: 3 clusters Score -166441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -166441.828125 Penalty: 3614.969238
	Iteration 14Q: 3 clusters Score -166441.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -166442.578125 Penalty: 3614.969238
	Iteration 15Q: 3 clusters Score -166442.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -166443.421875 Penalty: 3614.969238
	Iteration 16Q: 3 clusters Score -166443.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -166444.281250 Penalty: 3614.969238
	Iteration 17Q: 3 clusters Score -166444.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -166445.984375 Penalty: 3614.969238
	Iteration 18Q: 3 clusters Score -166446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -166446.843750 Penalty: 3614.969238
	Iteration 19Q: 3 clusters Score -166446.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -166446.843750 Penalty: 3614.969238
	Iteration 20F: 3 clusters Score -166446.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Entering Unmasked Estep 
Score: -806267.437500 Penalty: 2181.078857
	Iteration 0F: 2 clusters Score -806267.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -800745.375000 Penalty: 4362.157715
	Iteration 0F: 3 clusters Score -800745.4 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -802100.812500 Penalty: 4362.157715
	Iteration 1F: 3 clusters Score -802100.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -802330.625000 Penalty: 4362.157715
	Iteration 2F: 3 clusters Score -802330.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -802482.625000 Penalty: 4362.157715
	Iteration 3Q: 3 clusters Score -802482.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -802607.062500 Penalty: 4362.157715
	Iteration 4Q: 3 clusters Score -802607.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -802716.187500 Penalty: 4362.157715
	Iteration 5Q: 3 clusters Score -802716.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -802796.625000 Penalty: 4362.157715
	Iteration 6Q: 3 clusters Score -802796.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -802891.875000 Penalty: 4362.157715
	Iteration 7Q: 3 clusters Score -802891.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -802993.937500 Penalty: 4362.157715
	Iteration 8Q: 3 clusters Score -802993.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -803118.812500 Penalty: 4362.157715
	Iteration 9Q: 3 clusters Score -803118.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -803240.187500 Penalty: 4362.157715
	Iteration 10Q: 3 clusters Score -803240.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -803358.437500 Penalty: 4362.157715
	Iteration 11Q: 3 clusters Score -803358.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -803481.687500 Penalty: 4362.157715
	Iteration 12Q: 3 clusters Score -803481.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -803605.937500 Penalty: 4362.157715
	Iteration 13Q: 3 clusters Score -803605.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -803729.750000 Penalty: 4362.157715
	Iteration 14Q: 3 clusters Score -803729.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -803840.375000 Penalty: 4362.157715
	Iteration 15Q: 3 clusters Score -803840.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -803944.375000 Penalty: 4362.157715
	Iteration 16Q: 3 clusters Score -803944.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -804046.000000 Penalty: 4362.157715
	Iteration 17Q: 3 clusters Score -804046 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -804113.000000 Penalty: 4362.157715
	Iteration 18Q: 3 clusters Score -804113 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -804149.375000 Penalty: 4362.157715
	Iteration 19Q: 3 clusters Score -804149.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -804180.625000 Penalty: 4362.157715
	Iteration 20F: 3 clusters Score -804180.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -804210.125000 Penalty: 4362.157715
	Iteration 21Q: 3 clusters Score -804210.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -804231.000000 Penalty: 4362.157715
	Iteration 22Q: 3 clusters Score -804231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -804253.000000 Penalty: 4362.157715
	Iteration 23Q: 3 clusters Score -804253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -804268.500000 Penalty: 4362.157715
	Iteration 24Q: 3 clusters Score -804268.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -804290.937500 Penalty: 4362.157715
	Iteration 25Q: 3 clusters Score -804290.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -804302.125000 Penalty: 4362.157715
	Iteration 26Q: 3 clusters Score -804302.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -804309.250000 Penalty: 4362.157715
	Iteration 27Q: 3 clusters Score -804309.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -804313.000000 Penalty: 4362.157715
	Iteration 28Q: 3 clusters Score -804313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -804319.687500 Penalty: 4362.157715
	Iteration 29Q: 3 clusters Score -804319.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -804327.875000 Penalty: 4362.157715
	Iteration 30Q: 3 clusters Score -804327.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -804333.562500 Penalty: 4362.157715
	Iteration 31Q: 3 clusters Score -804333.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -804338.375000 Penalty: 4362.157715
	Iteration 32Q: 3 clusters Score -804338.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -804339.875000 Penalty: 4362.157715
	Iteration 33Q: 3 clusters Score -804339.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -804339.937500 Penalty: 4362.157715
	Iteration 34Q: 3 clusters Score -804339.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -804339.937500 Penalty: 4362.157715
	Iteration 35F: 3 clusters Score -804339.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Entering Unmasked Estep 
Score: -3697336.000000 Penalty: 2561.596191
	Iteration 0F: 2 clusters Score -3697336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -3676155.250000 Penalty: 5123.192383
	Iteration 0F: 3 clusters Score -3676155 nChanged 13930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -3683742.500000 Penalty: 5123.192383
	Iteration 1F: 3 clusters Score -3683742 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -3684303.750000 Penalty: 5123.192383
	Iteration 2Q: 3 clusters Score -3684304 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -3684898.250000 Penalty: 5123.192383
	Iteration 3Q: 3 clusters Score -3684898 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -3685500.000000 Penalty: 5123.192383
	Iteration 4Q: 3 clusters Score -3685500 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -3686197.750000 Penalty: 5123.192383
	Iteration 5Q: 3 clusters Score -3686198 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -3687106.750000 Penalty: 5123.192383
	Iteration 6F: 3 clusters Score -3687107 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -3688324.000000 Penalty: 5123.192383
	Iteration 7F: 3 clusters Score -3688324 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -3689906.750000 Penalty: 5123.192383
	Iteration 8F: 3 clusters Score -3689907 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -3691665.500000 Penalty: 5123.192383
	Iteration 9F: 3 clusters Score -3691666 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -3693141.250000 Penalty: 5123.192383
	Iteration 10F: 3 clusters Score -3693141 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -3694159.500000 Penalty: 5123.192383
	Iteration 11Q: 3 clusters Score -3694160 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -3694648.750000 Penalty: 5123.192383
	Iteration 12Q: 3 clusters Score -3694649 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -3694870.250000 Penalty: 5123.192383
	Iteration 13Q: 3 clusters Score -3694870 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -3694996.000000 Penalty: 5123.192383
	Iteration 14Q: 3 clusters Score -3694996 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -3695059.000000 Penalty: 5123.192383
	Iteration 15Q: 3 clusters Score -3695059 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -3695094.250000 Penalty: 5123.192383
	Iteration 16Q: 3 clusters Score -3695094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -3695127.250000 Penalty: 5123.192383
	Iteration 17Q: 3 clusters Score -3695127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -3695141.500000 Penalty: 5123.192383
	Iteration 18Q: 3 clusters Score -3695142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -3695158.750000 Penalty: 5123.192383
	Iteration 19Q: 3 clusters Score -3695159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -3695162.750000 Penalty: 5123.192383
	Iteration 20F: 3 clusters Score -3695163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -3695171.000000 Penalty: 5123.192383
	Iteration 21Q: 3 clusters Score -3695171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -3695184.500000 Penalty: 5123.192383
	Iteration 22Q: 3 clusters Score -3695184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -3695196.000000 Penalty: 5123.192383
	Iteration 23Q: 3 clusters Score -3695196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -3695203.500000 Penalty: 5123.192383
	Iteration 24Q: 3 clusters Score -3695204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -3695207.250000 Penalty: 5123.192383
	Iteration 25Q: 3 clusters Score -3695207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -3695209.000000 Penalty: 5123.192383
	Iteration 26Q: 3 clusters Score -3695209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -3695209.000000 Penalty: 5123.192383
	Iteration 27F: 3 clusters Score -3695209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -67478.171875 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -67478.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -65850.156250 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -65850.16 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66045.132812 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -66045.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66094.609375 Penalty: 3154.348633
	Iteration 2Q: 3 clusters Score -66094.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66107.234375 Penalty: 3154.348633
	Iteration 3Q: 3 clusters Score -66107.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66112.351562 Penalty: 3154.348633
	Iteration 4Q: 3 clusters Score -66112.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66112.351562 Penalty: 3154.348633
	Iteration 5F: 3 clusters Score -66112.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (150538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150538 members 
Entering Unmasked Estep 
Score: -17960420.000000 Penalty: 2956.648682
	Iteration 0F: 2 clusters Score -1.796042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75132 members 
Mstep: Class 2 contains 75406 members 
Entering Unmasked Estep 
Score: -17861650.000000 Penalty: 5913.297363
	Iteration 0F: 3 clusters Score -1.786165e+07 nChanged 72227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72495 members 
Mstep: Class 2 contains 78043 members 
Entering Unmasked Estep 
Score: -17903790.000000 Penalty: 5913.297363
	Iteration 1F: 3 clusters Score -1.790379e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 80049 members 
Entering Unmasked Estep 
Score: -17904922.000000 Penalty: 5913.297363
	Iteration 2Q: 3 clusters Score -1.790492e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67470 members 
Mstep: Class 2 contains 83068 members 
Entering Unmasked Estep 
Score: -17906550.000000 Penalty: 5913.297363
	Iteration 3Q: 3 clusters Score -1.790655e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63015 members 
Mstep: Class 2 contains 87523 members 
Entering Unmasked Estep 
Score: -17908724.000000 Penalty: 5913.297363
	Iteration 4Q: 3 clusters Score -1.790872e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 93885 members 
Entering Unmasked Estep 
Score: -17912314.000000 Penalty: 5913.297363
	Iteration 5Q: 3 clusters Score -1.791231e+07 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 102499 members 
Entering Unmasked Estep 
Score: -17917906.000000 Penalty: 5913.297363
	Iteration 6F: 3 clusters Score -1.791791e+07 nChanged 11234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 113449 members 
Entering Unmasked Estep 
Score: -17926040.000000 Penalty: 5913.297363
	Iteration 7F: 3 clusters Score -1.792604e+07 nChanged 12488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 125869 members 
Entering Unmasked Estep 
Score: -17936622.000000 Penalty: 5913.297363
	Iteration 8F: 3 clusters Score -1.793662e+07 nChanged 11371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 137232 members 
Entering Unmasked Estep 
Score: -17946506.000000 Penalty: 5913.297363
	Iteration 9F: 3 clusters Score -1.794651e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 144864 members 
Entering Unmasked Estep 
Score: -17953344.000000 Penalty: 5913.297363
	Iteration 10F: 3 clusters Score -1.795334e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 148529 members 
Entering Unmasked Estep 
Score: -17956310.000000 Penalty: 5913.297363
	Iteration 11Q: 3 clusters Score -1.795631e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 149784 members 
Entering Unmasked Estep 
Score: -17957350.000000 Penalty: 5913.297363
	Iteration 12Q: 3 clusters Score -1.795735e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 150142 members 
Entering Unmasked Estep 
Score: -17957682.000000 Penalty: 5913.297363
	Iteration 13Q: 3 clusters Score -1.795768e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 150249 members 
Entering Unmasked Estep 
Score: -17957788.000000 Penalty: 5913.297363
	Iteration 14Q: 3 clusters Score -1.795779e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 150287 members 
Entering Unmasked Estep 
Score: -17957836.000000 Penalty: 5913.297363
	Iteration 15Q: 3 clusters Score -1.795784e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 150301 members 
Entering Unmasked Estep 
Score: -17957882.000000 Penalty: 5913.297363
	Iteration 16Q: 3 clusters Score -1.795788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 150306 members 
Entering Unmasked Estep 
Score: -17957896.000000 Penalty: 5913.297363
	Iteration 17Q: 3 clusters Score -1.79579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 150309 members 
Entering Unmasked Estep 
Score: -17957908.000000 Penalty: 5913.297363
	Iteration 18Q: 3 clusters Score -1.795791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 150319 members 
Entering Unmasked Estep 
Score: -17957918.000000 Penalty: 5913.297363
	Iteration 19Q: 3 clusters Score -1.795792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 150322 members 
Entering Unmasked Estep 
Score: -17957924.000000 Penalty: 5913.297363
	Iteration 20F: 3 clusters Score -1.795792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Entering Unmasked Estep 
Score: -4519236.000000 Penalty: 2619.020508
	Iteration 0F: 2 clusters Score -4519236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -4493066.500000 Penalty: 5238.041016
	Iteration 0F: 3 clusters Score -4493066 nChanged 17612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -4502881.000000 Penalty: 5238.041016
	Iteration 1F: 3 clusters Score -4502881 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -4503437.000000 Penalty: 5238.041016
	Iteration 2Q: 3 clusters Score -4503437 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -4503912.500000 Penalty: 5238.041016
	Iteration 3Q: 3 clusters Score -4503912 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -4504419.000000 Penalty: 5238.041016
	Iteration 4Q: 3 clusters Score -4504419 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -4505022.500000 Penalty: 5238.041016
	Iteration 5Q: 3 clusters Score -4505022 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -4505876.500000 Penalty: 5238.041016
	Iteration 6Q: 3 clusters Score -4505876 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -4507067.000000 Penalty: 5238.041016
	Iteration 7F: 3 clusters Score -4507067 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -4508704.500000 Penalty: 5238.041016
	Iteration 8F: 3 clusters Score -4508704 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -4510731.500000 Penalty: 5238.041016
	Iteration 9F: 3 clusters Score -4510732 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -4512720.500000 Penalty: 5238.041016
	Iteration 10F: 3 clusters Score -4512720 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -4514437.000000 Penalty: 5238.041016
	Iteration 11Q: 3 clusters Score -4514437 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4515636.000000 Penalty: 5238.041016
	Iteration 12Q: 3 clusters Score -4515636 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4516296.000000 Penalty: 5238.041016
	Iteration 13Q: 3 clusters Score -4516296 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4516631.000000 Penalty: 5238.041016
	Iteration 14Q: 3 clusters Score -4516631 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4516784.500000 Penalty: 5238.041016
	Iteration 15Q: 3 clusters Score -4516784 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4516890.000000 Penalty: 5238.041016
	Iteration 16Q: 3 clusters Score -4516890 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4516935.000000 Penalty: 5238.041016
	Iteration 17Q: 3 clusters Score -4516935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4516950.000000 Penalty: 5238.041016
	Iteration 18Q: 3 clusters Score -4516950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4516969.500000 Penalty: 5238.041016
	Iteration 19Q: 3 clusters Score -4516970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4516994.000000 Penalty: 5238.041016
	Iteration 20F: 3 clusters Score -4516994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4517000.000000 Penalty: 5238.041016
	Iteration 21Q: 3 clusters Score -4517000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4517005.500000 Penalty: 5238.041016
	Iteration 22Q: 3 clusters Score -4517006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4517017.000000 Penalty: 5238.041016
	Iteration 23Q: 3 clusters Score -4517017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4517018.500000 Penalty: 5238.041016
	Iteration 24Q: 3 clusters Score -4517018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4517018.500000 Penalty: 5238.041016
	Iteration 25F: 3 clusters Score -4517018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Entering Unmasked Estep 
Score: -210713.703125 Penalty: 1862.179199
	Iteration 0F: 2 clusters Score -210713.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -208223.921875 Penalty: 3724.358398
	Iteration 0F: 3 clusters Score -208223.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -208675.218750 Penalty: 3724.358398
	Iteration 1F: 3 clusters Score -208675.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -208812.156250 Penalty: 3724.358398
	Iteration 2F: 3 clusters Score -208812.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -208869.843750 Penalty: 3724.358398
	Iteration 3Q: 3 clusters Score -208869.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -208906.031250 Penalty: 3724.358398
	Iteration 4Q: 3 clusters Score -208906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -208935.859375 Penalty: 3724.358398
	Iteration 5Q: 3 clusters Score -208935.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -208955.140625 Penalty: 3724.358398
	Iteration 6Q: 3 clusters Score -208955.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -208970.062500 Penalty: 3724.358398
	Iteration 7Q: 3 clusters Score -208970.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -208983.265625 Penalty: 3724.358398
	Iteration 8Q: 3 clusters Score -208983.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -208997.234375 Penalty: 3724.358398
	Iteration 9Q: 3 clusters Score -208997.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -209011.093750 Penalty: 3724.358398
	Iteration 10Q: 3 clusters Score -209011.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -209024.015625 Penalty: 3724.358398
	Iteration 11Q: 3 clusters Score -209024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -209033.187500 Penalty: 3724.358398
	Iteration 12Q: 3 clusters Score -209033.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -209038.343750 Penalty: 3724.358398
	Iteration 13Q: 3 clusters Score -209038.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -209044.578125 Penalty: 3724.358398
	Iteration 14Q: 3 clusters Score -209044.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -209051.656250 Penalty: 3724.358398
	Iteration 15Q: 3 clusters Score -209051.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -209055.859375 Penalty: 3724.358398
	Iteration 16Q: 3 clusters Score -209055.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -209060.859375 Penalty: 3724.358398
	Iteration 17Q: 3 clusters Score -209060.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -209066.406250 Penalty: 3724.358398
	Iteration 18Q: 3 clusters Score -209066.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -209070.187500 Penalty: 3724.358398
	Iteration 19Q: 3 clusters Score -209070.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -209071.718750 Penalty: 3724.358398
	Iteration 20F: 3 clusters Score -209071.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -209072.046875 Penalty: 3724.358398
	Iteration 21Q: 3 clusters Score -209072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -209072.046875 Penalty: 3724.358398
	Iteration 22F: 3 clusters Score -209072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Entering Unmasked Estep 
Score: -661118.375000 Penalty: 2148.043701
	Iteration 0F: 2 clusters Score -661118.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -656082.250000 Penalty: 4296.087402
	Iteration 0F: 3 clusters Score -656082.2 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -657365.000000 Penalty: 4296.087402
	Iteration 1F: 3 clusters Score -657365 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -657675.625000 Penalty: 4296.087402
	Iteration 2F: 3 clusters Score -657675.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -658012.375000 Penalty: 4296.087402
	Iteration 3F: 3 clusters Score -658012.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -658302.625000 Penalty: 4296.087402
	Iteration 4F: 3 clusters Score -658302.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -658545.250000 Penalty: 4296.087402
	Iteration 5F: 3 clusters Score -658545.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -658765.875000 Penalty: 4296.087402
	Iteration 6F: 3 clusters Score -658765.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -658966.312500 Penalty: 4296.087402
	Iteration 7Q: 3 clusters Score -658966.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -659144.187500 Penalty: 4296.087402
	Iteration 8Q: 3 clusters Score -659144.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -659304.875000 Penalty: 4296.087402
	Iteration 9Q: 3 clusters Score -659304.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -659454.750000 Penalty: 4296.087402
	Iteration 10Q: 3 clusters Score -659454.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -659565.562500 Penalty: 4296.087402
	Iteration 11Q: 3 clusters Score -659565.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -659645.187500 Penalty: 4296.087402
	Iteration 12Q: 3 clusters Score -659645.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -659704.000000 Penalty: 4296.087402
	Iteration 13Q: 3 clusters Score -659704 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -659756.812500 Penalty: 4296.087402
	Iteration 14Q: 3 clusters Score -659756.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -659793.000000 Penalty: 4296.087402
	Iteration 15Q: 3 clusters Score -659793 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -659827.562500 Penalty: 4296.087402
	Iteration 16Q: 3 clusters Score -659827.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -659851.687500 Penalty: 4296.087402
	Iteration 17Q: 3 clusters Score -659851.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -659876.312500 Penalty: 4296.087402
	Iteration 18Q: 3 clusters Score -659876.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -659900.250000 Penalty: 4296.087402
	Iteration 19Q: 3 clusters Score -659900.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -659929.937500 Penalty: 4296.087402
	Iteration 20F: 3 clusters Score -659929.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -659984.312500 Penalty: 4296.087402
	Iteration 21Q: 3 clusters Score -659984.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -660058.562500 Penalty: 4296.087402
	Iteration 22Q: 3 clusters Score -660058.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -660081.000000 Penalty: 4296.087402
	Iteration 23Q: 3 clusters Score -660081 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -660098.750000 Penalty: 4296.087402
	Iteration 24Q: 3 clusters Score -660098.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -660106.812500 Penalty: 4296.087402
	Iteration 25Q: 3 clusters Score -660106.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -660112.375000 Penalty: 4296.087402
	Iteration 26Q: 3 clusters Score -660112.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -660119.000000 Penalty: 4296.087402
	Iteration 27Q: 3 clusters Score -660119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -660126.000000 Penalty: 4296.087402
	Iteration 28Q: 3 clusters Score -660126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -660130.312500 Penalty: 4296.087402
	Iteration 29Q: 3 clusters Score -660130.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -660134.375000 Penalty: 4296.087402
	Iteration 30Q: 3 clusters Score -660134.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -660139.437500 Penalty: 4296.087402
	Iteration 31Q: 3 clusters Score -660139.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -660148.187500 Penalty: 4296.087402
	Iteration 32Q: 3 clusters Score -660148.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -660151.437500 Penalty: 4296.087402
	Iteration 33Q: 3 clusters Score -660151.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -660153.312500 Penalty: 4296.087402
	Iteration 34Q: 3 clusters Score -660153.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -660156.500000 Penalty: 4296.087402
	Iteration 35Q: 3 clusters Score -660156.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -660158.500000 Penalty: 4296.087402
	Iteration 36Q: 3 clusters Score -660158.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -660158.937500 Penalty: 4296.087402
	Iteration 37Q: 3 clusters Score -660158.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -660169.125000 Penalty: 4296.087402
	Iteration 38F: 3 clusters Score -660169.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -660178.062500 Penalty: 4296.087402
	Iteration 39Q: 3 clusters Score -660178.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -660179.375000 Penalty: 4296.087402
	Iteration 40F: 3 clusters Score -660179.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -660182.500000 Penalty: 4296.087402
	Iteration 41Q: 3 clusters Score -660182.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -660182.125000 Penalty: 4296.087402
	Iteration 42Q: 3 clusters Score -660182.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -660185.187500 Penalty: 4296.087402
	Iteration 43Q: 3 clusters Score -660185.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -660185.000000 Penalty: 4296.087402
	Iteration 44Q: 3 clusters Score -660185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -660186.937500 Penalty: 4296.087402
	Iteration 45Q: 3 clusters Score -660186.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -660187.312500 Penalty: 4296.087402
	Iteration 46Q: 3 clusters Score -660187.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -660187.812500 Penalty: 4296.087402
	Iteration 47Q: 3 clusters Score -660187.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -660188.625000 Penalty: 4296.087402
	Iteration 48Q: 3 clusters Score -660188.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -660190.500000 Penalty: 4296.087402
	Iteration 49Q: 3 clusters Score -660190.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -660190.500000 Penalty: 4296.087402
	Iteration 50F: 3 clusters Score -660190.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (57702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57702 members 
Entering Unmasked Estep 
Score: -6933330.000000 Penalty: 2718.835693
	Iteration 0F: 2 clusters Score -6933330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -6894672.000000 Penalty: 5437.671387
	Iteration 0F: 3 clusters Score -6894672 nChanged 26699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -6909527.000000 Penalty: 5437.671387
	Iteration 1F: 3 clusters Score -6909527 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -6910001.500000 Penalty: 5437.671387
	Iteration 2Q: 3 clusters Score -6910002 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -6910586.000000 Penalty: 5437.671387
	Iteration 3Q: 3 clusters Score -6910586 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -6911247.500000 Penalty: 5437.671387
	Iteration 4Q: 3 clusters Score -6911248 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -6912262.000000 Penalty: 5437.671387
	Iteration 5Q: 3 clusters Score -6912262 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -6913985.500000 Penalty: 5437.671387
	Iteration 6F: 3 clusters Score -6913986 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -6916532.500000 Penalty: 5437.671387
	Iteration 7F: 3 clusters Score -6916532 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -6920087.000000 Penalty: 5437.671387
	Iteration 8F: 3 clusters Score -6920087 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -6923974.000000 Penalty: 5437.671387
	Iteration 9F: 3 clusters Score -6923974 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52596 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -6927019.000000 Penalty: 5437.671387
	Iteration 10F: 3 clusters Score -6927019 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54731 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -6928936.500000 Penalty: 5437.671387
	Iteration 11Q: 3 clusters Score -6928936 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55934 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -6929989.500000 Penalty: 5437.671387
	Iteration 12Q: 3 clusters Score -6929990 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56518 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6930456.000000 Penalty: 5437.671387
	Iteration 13Q: 3 clusters Score -6930456 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56804 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6930707.000000 Penalty: 5437.671387
	Iteration 14Q: 3 clusters Score -6930707 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56964 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6930851.000000 Penalty: 5437.671387
	Iteration 15Q: 3 clusters Score -6930851 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57050 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6930928.500000 Penalty: 5437.671387
	Iteration 16Q: 3 clusters Score -6930928 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57112 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6930987.500000 Penalty: 5437.671387
	Iteration 17Q: 3 clusters Score -6930988 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6931029.500000 Penalty: 5437.671387
	Iteration 18Q: 3 clusters Score -6931030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57175 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6931054.000000 Penalty: 5437.671387
	Iteration 19Q: 3 clusters Score -6931054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6931063.500000 Penalty: 5437.671387
	Iteration 20F: 3 clusters Score -6931064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57195 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6931075.000000 Penalty: 5437.671387
	Iteration 21Q: 3 clusters Score -6931075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57202 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -6931079.000000 Penalty: 5437.671387
	Iteration 22Q: 3 clusters Score -6931079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57206 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6931081.500000 Penalty: 5437.671387
	Iteration 23Q: 3 clusters Score -6931082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57209 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6931083.500000 Penalty: 5437.671387
	Iteration 24Q: 3 clusters Score -6931084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57213 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6931078.500000 Penalty: 5437.671387
	Iteration 25Q: 3 clusters Score -6931078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57218 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6931086.000000 Penalty: 5437.671387
	Iteration 26Q: 3 clusters Score -6931086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57218 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6931093.500000 Penalty: 5437.671387
	Iteration 27Q: 3 clusters Score -6931094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57222 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6931097.500000 Penalty: 5437.671387
	Iteration 28Q: 3 clusters Score -6931098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57222 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6931098.500000 Penalty: 5437.671387
	Iteration 29Q: 3 clusters Score -6931098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57221 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6931099.000000 Penalty: 5437.671387
	Iteration 30Q: 3 clusters Score -6931099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57221 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6931101.500000 Penalty: 5437.671387
	Iteration 31Q: 3 clusters Score -6931102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57224 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6931097.000000 Penalty: 5437.671387
	Iteration 32Q: 3 clusters Score -6931097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57229 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6931103.500000 Penalty: 5437.671387
	Iteration 33Q: 3 clusters Score -6931104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57235 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6931109.000000 Penalty: 5437.671387
	Iteration 34Q: 3 clusters Score -6931109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57239 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6931113.500000 Penalty: 5437.671387
	Iteration 35Q: 3 clusters Score -6931114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57245 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6931129.000000 Penalty: 5437.671387
	Iteration 36Q: 3 clusters Score -6931129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57249 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6931130.000000 Penalty: 5437.671387
	Iteration 37Q: 3 clusters Score -6931130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57250 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6931132.500000 Penalty: 5437.671387
	Iteration 38Q: 3 clusters Score -6931132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57251 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6931132.500000 Penalty: 5437.671387
	Iteration 39Q: 3 clusters Score -6931132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57253 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6931134.000000 Penalty: 5437.671387
	Iteration 40F: 3 clusters Score -6931134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57254 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6931138.000000 Penalty: 5437.671387
	Iteration 41Q: 3 clusters Score -6931138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57256 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6931140.500000 Penalty: 5437.671387
	Iteration 42Q: 3 clusters Score -6931140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57259 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6931143.500000 Penalty: 5437.671387
	Iteration 43Q: 3 clusters Score -6931144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57259 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6931143.500000 Penalty: 5437.671387
	Iteration 44F: 3 clusters Score -6931144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Entering Unmasked Estep 
Score: -5487971.000000 Penalty: 2659.523193
	Iteration 0F: 2 clusters Score -5487971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -5457371.500000 Penalty: 5319.046387
	Iteration 0F: 3 clusters Score -5457372 nChanged 20875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -5468994.000000 Penalty: 5319.046387
	Iteration 1F: 3 clusters Score -5468994 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -5469620.500000 Penalty: 5319.046387
	Iteration 2Q: 3 clusters Score -5469620 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -5470208.500000 Penalty: 5319.046387
	Iteration 3Q: 3 clusters Score -5470208 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -5470808.500000 Penalty: 5319.046387
	Iteration 4Q: 3 clusters Score -5470808 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -5471431.500000 Penalty: 5319.046387
	Iteration 5Q: 3 clusters Score -5471432 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -5472320.500000 Penalty: 5319.046387
	Iteration 6Q: 3 clusters Score -5472320 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -5473554.500000 Penalty: 5319.046387
	Iteration 7Q: 3 clusters Score -5473554 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -5475297.000000 Penalty: 5319.046387
	Iteration 8F: 3 clusters Score -5475297 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -5477425.500000 Penalty: 5319.046387
	Iteration 9F: 3 clusters Score -5477426 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -5479762.500000 Penalty: 5319.046387
	Iteration 10F: 3 clusters Score -5479762 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -5481894.500000 Penalty: 5319.046387
	Iteration 11F: 3 clusters Score -5481894 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -5483555.500000 Penalty: 5319.046387
	Iteration 12Q: 3 clusters Score -5483556 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -5484552.500000 Penalty: 5319.046387
	Iteration 13Q: 3 clusters Score -5484552 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -5485041.500000 Penalty: 5319.046387
	Iteration 14Q: 3 clusters Score -5485042 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -5485287.000000 Penalty: 5319.046387
	Iteration 15Q: 3 clusters Score -5485287 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -5485444.500000 Penalty: 5319.046387
	Iteration 16Q: 3 clusters Score -5485444 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -5485525.000000 Penalty: 5319.046387
	Iteration 17Q: 3 clusters Score -5485525 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -5485587.500000 Penalty: 5319.046387
	Iteration 18Q: 3 clusters Score -5485588 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 45003 members 
Entering Unmasked Estep 
Score: -5485642.500000 Penalty: 5319.046387
	Iteration 19Q: 3 clusters Score -5485642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -5485677.000000 Penalty: 5319.046387
	Iteration 20F: 3 clusters Score -5485677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -5485695.000000 Penalty: 5319.046387
	Iteration 21Q: 3 clusters Score -5485695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -5485710.500000 Penalty: 5319.046387
	Iteration 22Q: 3 clusters Score -5485710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -5485717.000000 Penalty: 5319.046387
	Iteration 23Q: 3 clusters Score -5485717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -5485728.500000 Penalty: 5319.046387
	Iteration 24Q: 3 clusters Score -5485728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -5485730.000000 Penalty: 5319.046387
	Iteration 25Q: 3 clusters Score -5485730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -5485736.500000 Penalty: 5319.046387
	Iteration 26Q: 3 clusters Score -5485736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -5485738.000000 Penalty: 5319.046387
	Iteration 27Q: 3 clusters Score -5485738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -5485742.000000 Penalty: 5319.046387
	Iteration 28Q: 3 clusters Score -5485742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -5485742.000000 Penalty: 5319.046387
	Iteration 29F: 3 clusters Score -5485742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Entering Unmasked Estep 
Score: -3170209.500000 Penalty: 2526.303955
	Iteration 0F: 2 clusters Score -3170210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -3151851.250000 Penalty: 5052.607910
	Iteration 0F: 3 clusters Score -3151851 nChanged 11891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -3158216.000000 Penalty: 5052.607910
	Iteration 1F: 3 clusters Score -3158216 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -3158606.000000 Penalty: 5052.607910
	Iteration 2Q: 3 clusters Score -3158606 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -3158966.250000 Penalty: 5052.607910
	Iteration 3Q: 3 clusters Score -3158966 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -3159275.250000 Penalty: 5052.607910
	Iteration 4Q: 3 clusters Score -3159275 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3159658.250000 Penalty: 5052.607910
	Iteration 5Q: 3 clusters Score -3159658 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -3160187.000000 Penalty: 5052.607910
	Iteration 6Q: 3 clusters Score -3160187 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -3160909.250000 Penalty: 5052.607910
	Iteration 7Q: 3 clusters Score -3160909 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -3162046.000000 Penalty: 5052.607910
	Iteration 8F: 3 clusters Score -3162046 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -3163589.000000 Penalty: 5052.607910
	Iteration 9F: 3 clusters Score -3163589 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -3165133.000000 Penalty: 5052.607910
	Iteration 10F: 3 clusters Score -3165133 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -3166518.750000 Penalty: 5052.607910
	Iteration 11F: 3 clusters Score -3166519 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -3167463.000000 Penalty: 5052.607910
	Iteration 12Q: 3 clusters Score -3167463 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -3167948.500000 Penalty: 5052.607910
	Iteration 13Q: 3 clusters Score -3167948 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -3168172.500000 Penalty: 5052.607910
	Iteration 14Q: 3 clusters Score -3168172 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -3168298.500000 Penalty: 5052.607910
	Iteration 15Q: 3 clusters Score -3168298 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -3168386.750000 Penalty: 5052.607910
	Iteration 16Q: 3 clusters Score -3168387 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -3168457.500000 Penalty: 5052.607910
	Iteration 17Q: 3 clusters Score -3168458 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -3168498.250000 Penalty: 5052.607910
	Iteration 18Q: 3 clusters Score -3168498 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -3168532.750000 Penalty: 5052.607910
	Iteration 19Q: 3 clusters Score -3168533 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -3168559.250000 Penalty: 5052.607910
	Iteration 20F: 3 clusters Score -3168559 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -3168572.000000 Penalty: 5052.607910
	Iteration 21Q: 3 clusters Score -3168572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -3168578.500000 Penalty: 5052.607910
	Iteration 22Q: 3 clusters Score -3168578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -3168579.750000 Penalty: 5052.607910
	Iteration 23Q: 3 clusters Score -3168580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -3168585.000000 Penalty: 5052.607910
	Iteration 24Q: 3 clusters Score -3168585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -3168583.750000 Penalty: 5052.607910
	Iteration 25Q: 3 clusters Score -3168584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -3168588.250000 Penalty: 5052.607910
	Iteration 26Q: 3 clusters Score -3168588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -3168589.500000 Penalty: 5052.607910
	Iteration 27Q: 3 clusters Score -3168590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -3168592.250000 Penalty: 5052.607910
	Iteration 28Q: 3 clusters Score -3168592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -3168592.500000 Penalty: 5052.607910
	Iteration 29Q: 3 clusters Score -3168592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3168591.000000 Penalty: 5052.607910
	Iteration 30Q: 3 clusters Score -3168591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -3168592.500000 Penalty: 5052.607910
	Iteration 31Q: 3 clusters Score -3168592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -3168593.250000 Penalty: 5052.607910
	Iteration 32Q: 3 clusters Score -3168593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -3168591.250000 Penalty: 5052.607910
	Iteration 33Q: 3 clusters Score -3168591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -3168591.250000 Penalty: 5052.607910
	Iteration 34F: 3 clusters Score -3168591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Entering Unmasked Estep 
Score: -1835191.750000 Penalty: 2389.095215
	Iteration 0F: 2 clusters Score -1835192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1824071.625000 Penalty: 4778.190430
	Iteration 0F: 3 clusters Score -1824072 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1827544.500000 Penalty: 4778.190430
	Iteration 1F: 3 clusters Score -1827544 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1827956.000000 Penalty: 4778.190430
	Iteration 2F: 3 clusters Score -1827956 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1828273.750000 Penalty: 4778.190430
	Iteration 3F: 3 clusters Score -1828274 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1828555.875000 Penalty: 4778.190430
	Iteration 4Q: 3 clusters Score -1828556 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1828787.250000 Penalty: 4778.190430
	Iteration 5Q: 3 clusters Score -1828787 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1829016.000000 Penalty: 4778.190430
	Iteration 6Q: 3 clusters Score -1829016 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1829231.500000 Penalty: 4778.190430
	Iteration 7Q: 3 clusters Score -1829232 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1829443.750000 Penalty: 4778.190430
	Iteration 8Q: 3 clusters Score -1829444 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1829649.375000 Penalty: 4778.190430
	Iteration 9Q: 3 clusters Score -1829649 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1829845.625000 Penalty: 4778.190430
	Iteration 10Q: 3 clusters Score -1829846 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1830036.000000 Penalty: 4778.190430
	Iteration 11Q: 3 clusters Score -1830036 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1830236.000000 Penalty: 4778.190430
	Iteration 12Q: 3 clusters Score -1830236 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1830466.875000 Penalty: 4778.190430
	Iteration 13Q: 3 clusters Score -1830467 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1830723.125000 Penalty: 4778.190430
	Iteration 14Q: 3 clusters Score -1830723 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1830986.250000 Penalty: 4778.190430
	Iteration 15Q: 3 clusters Score -1830986 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1831304.000000 Penalty: 4778.190430
	Iteration 16Q: 3 clusters Score -1831304 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1831613.000000 Penalty: 4778.190430
	Iteration 17Q: 3 clusters Score -1831613 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1831898.000000 Penalty: 4778.190430
	Iteration 18Q: 3 clusters Score -1831898 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1832178.875000 Penalty: 4778.190430
	Iteration 19Q: 3 clusters Score -1832179 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1832403.500000 Penalty: 4778.190430
	Iteration 20F: 3 clusters Score -1832404 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1832602.625000 Penalty: 4778.190430
	Iteration 21Q: 3 clusters Score -1832603 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1832762.500000 Penalty: 4778.190430
	Iteration 22Q: 3 clusters Score -1832762 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1832843.625000 Penalty: 4778.190430
	Iteration 23Q: 3 clusters Score -1832844 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1832917.375000 Penalty: 4778.190430
	Iteration 24Q: 3 clusters Score -1832917 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1832973.000000 Penalty: 4778.190430
	Iteration 25Q: 3 clusters Score -1832973 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1833009.750000 Penalty: 4778.190430
	Iteration 26Q: 3 clusters Score -1833010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1833044.750000 Penalty: 4778.190430
	Iteration 27Q: 3 clusters Score -1833045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -1833074.375000 Penalty: 4778.190430
	Iteration 28Q: 3 clusters Score -1833074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1833087.125000 Penalty: 4778.190430
	Iteration 29Q: 3 clusters Score -1833087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1833094.625000 Penalty: 4778.190430
	Iteration 30Q: 3 clusters Score -1833095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1833100.250000 Penalty: 4778.190430
	Iteration 31Q: 3 clusters Score -1833100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1833106.750000 Penalty: 4778.190430
	Iteration 32Q: 3 clusters Score -1833107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1833111.250000 Penalty: 4778.190430
	Iteration 33Q: 3 clusters Score -1833111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1833115.000000 Penalty: 4778.190430
	Iteration 34Q: 3 clusters Score -1833115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1833117.625000 Penalty: 4778.190430
	Iteration 35Q: 3 clusters Score -1833118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1833120.250000 Penalty: 4778.190430
	Iteration 36Q: 3 clusters Score -1833120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1833120.250000 Penalty: 4778.190430
	Iteration 37F: 3 clusters Score -1833120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Entering Unmasked Estep 
Score: -710816.312500 Penalty: 2170.718506
	Iteration 0F: 2 clusters Score -710816.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -705550.312500 Penalty: 4341.437012
	Iteration 0F: 3 clusters Score -705550.3 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -706927.750000 Penalty: 4341.437012
	Iteration 1F: 3 clusters Score -706927.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -707264.500000 Penalty: 4341.437012
	Iteration 2F: 3 clusters Score -707264.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -707526.812500 Penalty: 4341.437012
	Iteration 3F: 3 clusters Score -707526.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -707776.875000 Penalty: 4341.437012
	Iteration 4Q: 3 clusters Score -707776.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -708059.812500 Penalty: 4341.437012
	Iteration 5F: 3 clusters Score -708059.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -708442.125000 Penalty: 4341.437012
	Iteration 6F: 3 clusters Score -708442.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -708800.000000 Penalty: 4341.437012
	Iteration 7F: 3 clusters Score -708800 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -709095.500000 Penalty: 4341.437012
	Iteration 8F: 3 clusters Score -709095.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -709288.375000 Penalty: 4341.437012
	Iteration 9Q: 3 clusters Score -709288.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -709495.875000 Penalty: 4341.437012
	Iteration 10Q: 3 clusters Score -709495.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -709710.562500 Penalty: 4341.437012
	Iteration 11Q: 3 clusters Score -709710.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -709898.500000 Penalty: 4341.437012
	Iteration 12Q: 3 clusters Score -709898.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -710069.625000 Penalty: 4341.437012
	Iteration 13Q: 3 clusters Score -710069.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -710212.875000 Penalty: 4341.437012
	Iteration 14Q: 3 clusters Score -710212.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -710321.125000 Penalty: 4341.437012
	Iteration 15Q: 3 clusters Score -710321.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -710398.000000 Penalty: 4341.437012
	Iteration 16Q: 3 clusters Score -710398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -710436.937500 Penalty: 4341.437012
	Iteration 17Q: 3 clusters Score -710436.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -710460.937500 Penalty: 4341.437012
	Iteration 18Q: 3 clusters Score -710460.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -710476.500000 Penalty: 4341.437012
	Iteration 19Q: 3 clusters Score -710476.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -710485.125000 Penalty: 4341.437012
	Iteration 20F: 3 clusters Score -710485.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -710492.875000 Penalty: 4341.437012
	Iteration 21Q: 3 clusters Score -710492.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -710498.812500 Penalty: 4341.437012
	Iteration 22Q: 3 clusters Score -710498.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -710508.187500 Penalty: 4341.437012
	Iteration 23Q: 3 clusters Score -710508.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -710513.000000 Penalty: 4341.437012
	Iteration 24Q: 3 clusters Score -710513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -710516.125000 Penalty: 4341.437012
	Iteration 25Q: 3 clusters Score -710516.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -710516.750000 Penalty: 4341.437012
	Iteration 26Q: 3 clusters Score -710516.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -710518.375000 Penalty: 4341.437012
	Iteration 27Q: 3 clusters Score -710518.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -710519.312500 Penalty: 4341.437012
	Iteration 28Q: 3 clusters Score -710519.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -710519.625000 Penalty: 4341.437012
	Iteration 29Q: 3 clusters Score -710519.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -710519.625000 Penalty: 4341.437012
	Iteration 30F: 3 clusters Score -710519.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Entering Unmasked Estep 
Score: -885876.375000 Penalty: 2209.892090
	Iteration 0F: 2 clusters Score -885876.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -879918.000000 Penalty: 4419.784180
	Iteration 0F: 3 clusters Score -879918 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -881370.500000 Penalty: 4419.784180
	Iteration 1F: 3 clusters Score -881370.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -881591.312500 Penalty: 4419.784180
	Iteration 2F: 3 clusters Score -881591.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -881743.875000 Penalty: 4419.784180
	Iteration 3Q: 3 clusters Score -881743.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -881851.062500 Penalty: 4419.784180
	Iteration 4Q: 3 clusters Score -881851.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -881930.187500 Penalty: 4419.784180
	Iteration 5Q: 3 clusters Score -881930.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -882007.875000 Penalty: 4419.784180
	Iteration 6Q: 3 clusters Score -882007.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -882098.125000 Penalty: 4419.784180
	Iteration 7Q: 3 clusters Score -882098.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -882181.562500 Penalty: 4419.784180
	Iteration 8Q: 3 clusters Score -882181.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -882273.812500 Penalty: 4419.784180
	Iteration 9Q: 3 clusters Score -882273.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -882371.000000 Penalty: 4419.784180
	Iteration 10Q: 3 clusters Score -882371 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -882499.000000 Penalty: 4419.784180
	Iteration 11Q: 3 clusters Score -882499 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -882644.062500 Penalty: 4419.784180
	Iteration 12Q: 3 clusters Score -882644.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -882831.312500 Penalty: 4419.784180
	Iteration 13Q: 3 clusters Score -882831.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -883021.187500 Penalty: 4419.784180
	Iteration 14Q: 3 clusters Score -883021.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -883179.562500 Penalty: 4419.784180
	Iteration 15Q: 3 clusters Score -883179.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -883324.812500 Penalty: 4419.784180
	Iteration 16Q: 3 clusters Score -883324.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -883455.375000 Penalty: 4419.784180
	Iteration 17Q: 3 clusters Score -883455.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -883565.687500 Penalty: 4419.784180
	Iteration 18Q: 3 clusters Score -883565.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -883665.750000 Penalty: 4419.784180
	Iteration 19Q: 3 clusters Score -883665.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -883767.750000 Penalty: 4419.784180
	Iteration 20F: 3 clusters Score -883767.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -883879.812500 Penalty: 4419.784180
	Iteration 21Q: 3 clusters Score -883879.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -884003.937500 Penalty: 4419.784180
	Iteration 22Q: 3 clusters Score -884003.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -884171.125000 Penalty: 4419.784180
	Iteration 23Q: 3 clusters Score -884171.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -884392.625000 Penalty: 4419.784180
	Iteration 24Q: 3 clusters Score -884392.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -884700.750000 Penalty: 4419.784180
	Iteration 25Q: 3 clusters Score -884700.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -885092.312500 Penalty: 4419.784180
	Iteration 26Q: 3 clusters Score -885092.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -885438.375000 Penalty: 4419.784180
	Iteration 27Q: 3 clusters Score -885438.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -885528.875000 Penalty: 4419.784180
	Iteration 28Q: 3 clusters Score -885528.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -885557.937500 Penalty: 4419.784180
	Iteration 29Q: 3 clusters Score -885557.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -885563.125000 Penalty: 4419.784180
	Iteration 30Q: 3 clusters Score -885563.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -885572.000000 Penalty: 4419.784180
	Iteration 31Q: 3 clusters Score -885572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -885576.687500 Penalty: 4419.784180
	Iteration 32Q: 3 clusters Score -885576.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -885577.937500 Penalty: 4419.784180
	Iteration 33Q: 3 clusters Score -885577.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -885579.875000 Penalty: 4419.784180
	Iteration 34Q: 3 clusters Score -885579.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -885580.000000 Penalty: 4419.784180
	Iteration 35Q: 3 clusters Score -885580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -885583.250000 Penalty: 4419.784180
	Iteration 36F: 3 clusters Score -885583.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -885584.562500 Penalty: 4419.784180
	Iteration 37Q: 3 clusters Score -885584.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -885591.375000 Penalty: 4419.784180
	Iteration 38Q: 3 clusters Score -885591.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -885592.625000 Penalty: 4419.784180
	Iteration 39Q: 3 clusters Score -885592.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -885592.625000 Penalty: 4419.784180
	Iteration 40F: 3 clusters Score -885592.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -25828.882812 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -25828.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24658.632812 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -24658.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24803.337891 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -24803.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24890.523438 Penalty: 2774.976807
	Iteration 2Q: 3 clusters Score -24890.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24969.300781 Penalty: 2774.976807
	Iteration 3Q: 3 clusters Score -24969.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24980.148438 Penalty: 2774.976807
	Iteration 4Q: 3 clusters Score -24980.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25003.410156 Penalty: 2774.976807
	Iteration 5Q: 3 clusters Score -25003.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -25022.058594 Penalty: 2774.976807
	Iteration 6Q: 3 clusters Score -25022.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25051.273438 Penalty: 2774.976807
	Iteration 7Q: 3 clusters Score -25051.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25060.978516 Penalty: 2774.976807
	Iteration 8Q: 3 clusters Score -25060.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25068.933594 Penalty: 2774.976807
	Iteration 9Q: 3 clusters Score -25068.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25068.933594 Penalty: 2774.976807
	Iteration 10F: 3 clusters Score -25068.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Entering Unmasked Estep 
Score: -2151769.500000 Penalty: 2425.374756
	Iteration 0F: 2 clusters Score -2151770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2139210.250000 Penalty: 4850.749512
	Iteration 0F: 3 clusters Score -2139210 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2143183.000000 Penalty: 4850.749512
	Iteration 1F: 3 clusters Score -2143183 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2143494.250000 Penalty: 4850.749512
	Iteration 2F: 3 clusters Score -2143494 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2143767.000000 Penalty: 4850.749512
	Iteration 3Q: 3 clusters Score -2143767 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2144091.250000 Penalty: 4850.749512
	Iteration 4Q: 3 clusters Score -2144091 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2144436.250000 Penalty: 4850.749512
	Iteration 5Q: 3 clusters Score -2144436 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2144865.750000 Penalty: 4850.749512
	Iteration 6Q: 3 clusters Score -2144866 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2145474.000000 Penalty: 4850.749512
	Iteration 7F: 3 clusters Score -2145474 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2146220.250000 Penalty: 4850.749512
	Iteration 8F: 3 clusters Score -2146220 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2147085.250000 Penalty: 4850.749512
	Iteration 9F: 3 clusters Score -2147085 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2147878.500000 Penalty: 4850.749512
	Iteration 10F: 3 clusters Score -2147878 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2148513.250000 Penalty: 4850.749512
	Iteration 11Q: 3 clusters Score -2148513 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2148938.250000 Penalty: 4850.749512
	Iteration 12Q: 3 clusters Score -2148938 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2149203.500000 Penalty: 4850.749512
	Iteration 13Q: 3 clusters Score -2149204 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2149357.500000 Penalty: 4850.749512
	Iteration 14Q: 3 clusters Score -2149358 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2149459.000000 Penalty: 4850.749512
	Iteration 15Q: 3 clusters Score -2149459 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2149523.500000 Penalty: 4850.749512
	Iteration 16Q: 3 clusters Score -2149524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2149557.250000 Penalty: 4850.749512
	Iteration 17Q: 3 clusters Score -2149557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2149575.500000 Penalty: 4850.749512
	Iteration 18Q: 3 clusters Score -2149576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2149596.250000 Penalty: 4850.749512
	Iteration 19Q: 3 clusters Score -2149596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2149612.250000 Penalty: 4850.749512
	Iteration 20F: 3 clusters Score -2149612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2149621.000000 Penalty: 4850.749512
	Iteration 21Q: 3 clusters Score -2149621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2149629.750000 Penalty: 4850.749512
	Iteration 22Q: 3 clusters Score -2149630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2149632.250000 Penalty: 4850.749512
	Iteration 23Q: 3 clusters Score -2149632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2149633.250000 Penalty: 4850.749512
	Iteration 24Q: 3 clusters Score -2149633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2149633.250000 Penalty: 4850.749512
	Iteration 25F: 3 clusters Score -2149633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -92095.937500 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -92095.94 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 401 members 
Entering Unmasked Estep 
Score: -90278.523438 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -90278.52 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -90553.539062 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -90553.54 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -90646.882812 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -90646.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -90710.070312 Penalty: 3350.861328
	Iteration 3Q: 3 clusters Score -90710.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -90750.515625 Penalty: 3350.861328
	Iteration 4Q: 3 clusters Score -90750.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -90778.179688 Penalty: 3350.861328
	Iteration 5Q: 3 clusters Score -90778.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -90796.476562 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -90796.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -90824.023438 Penalty: 3350.861328
	Iteration 7Q: 3 clusters Score -90824.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -90844.445312 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -90844.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -90854.718750 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -90854.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -90858.429688 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -90858.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -90865.875000 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -90865.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90872.851562 Penalty: 3350.861328
	Iteration 12Q: 3 clusters Score -90872.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -90876.625000 Penalty: 3350.861328
	Iteration 13Q: 3 clusters Score -90876.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90879.523438 Penalty: 3350.861328
	Iteration 14Q: 3 clusters Score -90879.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90879.523438 Penalty: 3350.861328
	Iteration 15F: 3 clusters Score -90879.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 228398 members 
Mstep: Class 3 contains 30513 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 6599 members 
Mstep: Class 9 contains 30608 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150538 members 
Mstep: Class 13 contains 38583 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5776 members 
Mstep: Class 16 contains 57702 members 
Mstep: Class 17 contains 45428 members 
Mstep: Class 18 contains 26548 members 
Mstep: Class 19 contains 15267 members 
Mstep: Class 20 contains 6329 members 
Mstep: Class 21 contains 7412 members 
Mstep: Class 22 contains 269 members 
Mstep: Class 23 contains 17672 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043328.000000 Penalty: 76631.320312
Iteration 79Q: 24 clusters Score -8.004333e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 228388 members 
Mstep: Class 3 contains 30499 members 
Mstep: Class 4 contains 3571 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 6601 members 
Mstep: Class 9 contains 30611 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150547 members 
Mstep: Class 13 contains 38616 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5762 members 
Mstep: Class 16 contains 57716 members 
Mstep: Class 17 contains 45417 members 
Mstep: Class 18 contains 26551 members 
Mstep: Class 19 contains 15267 members 
Mstep: Class 20 contains 6332 members 
Mstep: Class 21 contains 7412 members 
Mstep: Class 22 contains 267 members 
Mstep: Class 23 contains 17670 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043328.000000 Penalty: 76631.320312
Iteration 80F: 24 clusters Score -8.004333e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 228387 members 
Mstep: Class 3 contains 30476 members 
Mstep: Class 4 contains 3572 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 6603 members 
Mstep: Class 9 contains 30619 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150544 members 
Mstep: Class 13 contains 38653 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5737 members 
Mstep: Class 16 contains 57735 members 
Mstep: Class 17 contains 45409 members 
Mstep: Class 18 contains 26551 members 
Mstep: Class 19 contains 15267 members 
Mstep: Class 20 contains 6334 members 
Mstep: Class 21 contains 7413 members 
Mstep: Class 22 contains 269 members 
Mstep: Class 23 contains 17668 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043480.000000 Penalty: 76631.320312
Iteration 81Q: 24 clusters Score -8.004348e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 228394 members 
Mstep: Class 3 contains 30460 members 
Mstep: Class 4 contains 3574 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 6609 members 
Mstep: Class 9 contains 30625 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150534 members 
Mstep: Class 13 contains 38693 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 57740 members 
Mstep: Class 17 contains 45404 members 
Mstep: Class 18 contains 26551 members 
Mstep: Class 19 contains 15267 members 
Mstep: Class 20 contains 6334 members 
Mstep: Class 21 contains 7413 members 
Mstep: Class 22 contains 274 members 
Mstep: Class 23 contains 17668 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043568.000000 Penalty: 76631.320312
Iteration 82Q: 24 clusters Score -8.004357e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 228389 members 
Mstep: Class 3 contains 30452 members 
Mstep: Class 4 contains 3577 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 6618 members 
Mstep: Class 9 contains 30630 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150528 members 
Mstep: Class 13 contains 38733 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5685 members 
Mstep: Class 16 contains 57750 members 
Mstep: Class 17 contains 45402 members 
Mstep: Class 18 contains 26549 members 
Mstep: Class 19 contains 15267 members 
Mstep: Class 20 contains 6333 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 276 members 
Mstep: Class 23 contains 17666 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043488.000000 Penalty: 76631.320312
Iteration 83Q: 24 clusters Score -8.004349e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 228381 members 
Mstep: Class 3 contains 30438 members 
Mstep: Class 4 contains 3581 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 6625 members 
Mstep: Class 9 contains 30635 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150524 members 
Mstep: Class 13 contains 38766 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5665 members 
Mstep: Class 16 contains 57754 members 
Mstep: Class 17 contains 45401 members 
Mstep: Class 18 contains 26551 members 
Mstep: Class 19 contains 15267 members 
Mstep: Class 20 contains 6334 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 276 members 
Mstep: Class 23 contains 17665 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043440.000000 Penalty: 76631.320312
Iteration 84Q: 24 clusters Score -8.004344e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 228384 members 
Mstep: Class 3 contains 30427 members 
Mstep: Class 4 contains 3583 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 6631 members 
Mstep: Class 9 contains 30640 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150510 members 
Mstep: Class 13 contains 38791 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5651 members 
Mstep: Class 16 contains 57762 members 
Mstep: Class 17 contains 45400 members 
Mstep: Class 18 contains 26549 members 
Mstep: Class 19 contains 15267 members 
Mstep: Class 20 contains 6336 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 276 members 
Mstep: Class 23 contains 17663 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043408.000000 Penalty: 76631.320312
Iteration 85Q: 24 clusters Score -8.004341e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 228396 members 
Mstep: Class 3 contains 30422 members 
Mstep: Class 4 contains 3584 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 6635 members 
Mstep: Class 9 contains 30641 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150481 members 
Mstep: Class 13 contains 38810 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 57774 members 
Mstep: Class 17 contains 45401 members 
Mstep: Class 18 contains 26555 members 
Mstep: Class 19 contains 15268 members 
Mstep: Class 20 contains 6339 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 276 members 
Mstep: Class 23 contains 17662 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043248.000000 Penalty: 76631.320312
Iteration 86Q: 24 clusters Score -8.004325e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 228407 members 
Mstep: Class 3 contains 30409 members 
Mstep: Class 4 contains 3585 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 6637 members 
Mstep: Class 9 contains 30645 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150458 members 
Mstep: Class 13 contains 38826 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5632 members 
Mstep: Class 16 contains 57781 members 
Mstep: Class 17 contains 45401 members 
Mstep: Class 18 contains 26559 members 
Mstep: Class 19 contains 15269 members 
Mstep: Class 20 contains 6342 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 276 members 
Mstep: Class 23 contains 17665 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043312.000000 Penalty: 76631.320312
Iteration 87Q: 24 clusters Score -8.004331e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 228416 members 
Mstep: Class 3 contains 30397 members 
Mstep: Class 4 contains 3585 members 
Mstep: Class 5 contains 1624 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 6639 members 
Mstep: Class 9 contains 30650 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150448 members 
Mstep: Class 13 contains 38848 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5626 members 
Mstep: Class 16 contains 57782 members 
Mstep: Class 17 contains 45398 members 
Mstep: Class 18 contains 26559 members 
Mstep: Class 19 contains 15269 members 
Mstep: Class 20 contains 6341 members 
Mstep: Class 21 contains 7418 members 
Mstep: Class 22 contains 276 members 
Mstep: Class 23 contains 17666 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043336.000000 Penalty: 76631.320312
Iteration 88Q: 24 clusters Score -8.004334e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 228414 members 
Mstep: Class 3 contains 30387 members 
Mstep: Class 4 contains 3586 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 30655 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150427 members 
Mstep: Class 13 contains 38882 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5618 members 
Mstep: Class 16 contains 57793 members 
Mstep: Class 17 contains 45394 members 
Mstep: Class 18 contains 26559 members 
Mstep: Class 19 contains 15269 members 
Mstep: Class 20 contains 6339 members 
Mstep: Class 21 contains 7418 members 
Mstep: Class 22 contains 276 members 
Mstep: Class 23 contains 17666 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043400.000000 Penalty: 76631.320312
Iteration 89Q: 24 clusters Score -8.00434e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 228407 members 
Mstep: Class 3 contains 30379 members 
Mstep: Class 4 contains 3588 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 6654 members 
Mstep: Class 9 contains 30659 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150414 members 
Mstep: Class 13 contains 38918 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 57799 members 
Mstep: Class 17 contains 45389 members 
Mstep: Class 18 contains 26558 members 
Mstep: Class 19 contains 15269 members 
Mstep: Class 20 contains 6338 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 276 members 
Mstep: Class 23 contains 17666 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043464.000000 Penalty: 76631.320312
Iteration 90Q: 24 clusters Score -8.004346e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 228413 members 
Mstep: Class 3 contains 30372 members 
Mstep: Class 4 contains 3590 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 6663 members 
Mstep: Class 9 contains 30662 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150414 members 
Mstep: Class 13 contains 38944 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5602 members 
Mstep: Class 16 contains 57804 members 
Mstep: Class 17 contains 45382 members 
Mstep: Class 18 contains 26556 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6337 members 
Mstep: Class 21 contains 7416 members 
Mstep: Class 22 contains 276 members 
Mstep: Class 23 contains 17664 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043552.000000 Penalty: 76631.320312
Iteration 91Q: 24 clusters Score -8.004355e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 228419 members 
Mstep: Class 3 contains 30360 members 
Mstep: Class 4 contains 3593 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 6665 members 
Mstep: Class 9 contains 30667 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150415 members 
Mstep: Class 13 contains 38981 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5590 members 
Mstep: Class 16 contains 57799 members 
Mstep: Class 17 contains 45377 members 
Mstep: Class 18 contains 26557 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6337 members 
Mstep: Class 21 contains 7416 members 
Mstep: Class 22 contains 276 members 
Mstep: Class 23 contains 17662 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043528.000000 Penalty: 76631.320312
Iteration 92Q: 24 clusters Score -8.004353e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 228446 members 
Mstep: Class 3 contains 30346 members 
Mstep: Class 4 contains 3594 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 6666 members 
Mstep: Class 9 contains 30667 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150417 members 
Mstep: Class 13 contains 39015 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5573 members 
Mstep: Class 16 contains 57802 members 
Mstep: Class 17 contains 45376 members 
Mstep: Class 18 contains 26556 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6337 members 
Mstep: Class 21 contains 7416 members 
Mstep: Class 22 contains 276 members 
Mstep: Class 23 contains 17660 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043600.000000 Penalty: 76631.320312
Iteration 93Q: 24 clusters Score -8.00436e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 228474 members 
Mstep: Class 3 contains 30329 members 
Mstep: Class 4 contains 3594 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 6667 members 
Mstep: Class 9 contains 30673 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150401 members 
Mstep: Class 13 contains 39050 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5555 members 
Mstep: Class 16 contains 57805 members 
Mstep: Class 17 contains 45372 members 
Mstep: Class 18 contains 26558 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 6337 members 
Mstep: Class 21 contains 7416 members 
Mstep: Class 22 contains 276 members 
Mstep: Class 23 contains 17658 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043720.000000 Penalty: 76631.320312
Iteration 94Q: 24 clusters Score -8.004372e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 228474 members 
Mstep: Class 3 contains 30314 members 
Mstep: Class 4 contains 3594 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 6669 members 
Mstep: Class 9 contains 30675 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150407 members 
Mstep: Class 13 contains 39065 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5542 members 
Mstep: Class 16 contains 57813 members 
Mstep: Class 17 contains 45367 members 
Mstep: Class 18 contains 26564 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 6336 members 
Mstep: Class 21 contains 7416 members 
Mstep: Class 22 contains 276 members 
Mstep: Class 23 contains 17657 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043736.000000 Penalty: 76631.320312
Iteration 95Q: 24 clusters Score -8.004374e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 228474 members 
Mstep: Class 3 contains 30303 members 
Mstep: Class 4 contains 3594 members 
Mstep: Class 5 contains 1624 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 6670 members 
Mstep: Class 9 contains 30676 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150417 members 
Mstep: Class 13 contains 39081 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5528 members 
Mstep: Class 16 contains 57817 members 
Mstep: Class 17 contains 45363 members 
Mstep: Class 18 contains 26564 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 6335 members 
Mstep: Class 21 contains 7415 members 
Mstep: Class 22 contains 276 members 
Mstep: Class 23 contains 17657 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043728.000000 Penalty: 76631.320312
Iteration 96Q: 24 clusters Score -8.004373e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 228491 members 
Mstep: Class 3 contains 30295 members 
Mstep: Class 4 contains 3595 members 
Mstep: Class 5 contains 1624 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 6673 members 
Mstep: Class 9 contains 30681 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150403 members 
Mstep: Class 13 contains 39104 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5510 members 
Mstep: Class 16 contains 57817 members 
Mstep: Class 17 contains 45356 members 
Mstep: Class 18 contains 26568 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 6336 members 
Mstep: Class 21 contains 7418 members 
Mstep: Class 22 contains 276 members 
Mstep: Class 23 contains 17656 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043688.000000 Penalty: 76631.320312
Iteration 97Q: 24 clusters Score -8.004369e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 228493 members 
Mstep: Class 3 contains 30291 members 
Mstep: Class 4 contains 3595 members 
Mstep: Class 5 contains 1624 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 6677 members 
Mstep: Class 9 contains 30682 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150389 members 
Mstep: Class 13 contains 39131 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5492 members 
Mstep: Class 16 contains 57819 members 
Mstep: Class 17 contains 45352 members 
Mstep: Class 18 contains 26567 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 6335 members 
Mstep: Class 21 contains 7420 members 
Mstep: Class 22 contains 276 members 
Mstep: Class 23 contains 17655 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043728.000000 Penalty: 76631.320312
Iteration 98Q: 24 clusters Score -8.004373e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 228503 members 
Mstep: Class 3 contains 30285 members 
Mstep: Class 4 contains 3594 members 
Mstep: Class 5 contains 1624 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 6679 members 
Mstep: Class 9 contains 30684 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150359 members 
Mstep: Class 13 contains 39156 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5469 members 
Mstep: Class 16 contains 57834 members 
Mstep: Class 17 contains 45349 members 
Mstep: Class 18 contains 26572 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 6335 members 
Mstep: Class 21 contains 7420 members 
Mstep: Class 22 contains 276 members 
Mstep: Class 23 contains 17655 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043696.000000 Penalty: 76631.320312
Iteration 99Q: 24 clusters Score -8.00437e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 228530 members 
Mstep: Class 3 contains 30276 members 
Mstep: Class 4 contains 3595 members 
Mstep: Class 5 contains 1624 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 6682 members 
Mstep: Class 9 contains 30685 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150346 members 
Mstep: Class 13 contains 39182 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5444 members 
Mstep: Class 16 contains 57834 members 
Mstep: Class 17 contains 45342 members 
Mstep: Class 18 contains 26570 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6334 members 
Mstep: Class 21 contains 7420 members 
Mstep: Class 22 contains 276 members 
Mstep: Class 23 contains 17654 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043744.000000 Penalty: 76631.320312
Iteration 100F: 24 clusters Score -8.004374e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 228570 members 
Mstep: Class 3 contains 30266 members 
Mstep: Class 4 contains 3597 members 
Mstep: Class 5 contains 1624 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 6683 members 
Mstep: Class 9 contains 30683 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150314 members 
Mstep: Class 13 contains 39199 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5419 members 
Mstep: Class 16 contains 57840 members 
Mstep: Class 17 contains 45341 members 
Mstep: Class 18 contains 26568 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6334 members 
Mstep: Class 21 contains 7421 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17653 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044008.000000 Penalty: 76631.320312
Iteration 101Q: 24 clusters Score -8.004401e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 228585 members 
Mstep: Class 3 contains 30253 members 
Mstep: Class 4 contains 3599 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 6688 members 
Mstep: Class 9 contains 30683 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150281 members 
Mstep: Class 13 contains 39238 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5391 members 
Mstep: Class 16 contains 57851 members 
Mstep: Class 17 contains 45337 members 
Mstep: Class 18 contains 26569 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6334 members 
Mstep: Class 21 contains 7421 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17652 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043984.000000 Penalty: 76631.320312
Iteration 102Q: 24 clusters Score -8.004398e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 228595 members 
Mstep: Class 3 contains 30240 members 
Mstep: Class 4 contains 3599 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 6692 members 
Mstep: Class 9 contains 30681 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150258 members 
Mstep: Class 13 contains 39263 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5371 members 
Mstep: Class 16 contains 57864 members 
Mstep: Class 17 contains 45338 members 
Mstep: Class 18 contains 26572 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6334 members 
Mstep: Class 21 contains 7422 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17649 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043928.000000 Penalty: 76631.320312
Iteration 103Q: 24 clusters Score -8.004393e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 228632 members 
Mstep: Class 3 contains 30230 members 
Mstep: Class 4 contains 3604 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 6697 members 
Mstep: Class 9 contains 30678 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150205 members 
Mstep: Class 13 contains 39276 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5356 members 
Mstep: Class 16 contains 57885 members 
Mstep: Class 17 contains 45335 members 
Mstep: Class 18 contains 26574 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6335 members 
Mstep: Class 21 contains 7421 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17648 members 
Mstep: Class 24 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043896.000000 Penalty: 76631.320312
Iteration 104Q: 24 clusters Score -8.00439e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 228668 members 
Mstep: Class 3 contains 30222 members 
Mstep: Class 4 contains 3608 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 6699 members 
Mstep: Class 9 contains 30678 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150152 members 
Mstep: Class 13 contains 39291 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5343 members 
Mstep: Class 16 contains 57899 members 
Mstep: Class 17 contains 45331 members 
Mstep: Class 18 contains 26571 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6337 members 
Mstep: Class 21 contains 7421 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17648 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043936.000000 Penalty: 76631.320312
Iteration 105Q: 24 clusters Score -8.004394e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 228719 members 
Mstep: Class 3 contains 30204 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 6702 members 
Mstep: Class 9 contains 30677 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150114 members 
Mstep: Class 13 contains 39300 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5332 members 
Mstep: Class 16 contains 57916 members 
Mstep: Class 17 contains 45322 members 
Mstep: Class 18 contains 26571 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6337 members 
Mstep: Class 21 contains 7421 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17647 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043992.000000 Penalty: 76631.320312
Iteration 106Q: 24 clusters Score -8.004399e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 228742 members 
Mstep: Class 3 contains 30195 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 6706 members 
Mstep: Class 9 contains 30677 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150084 members 
Mstep: Class 13 contains 39311 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5323 members 
Mstep: Class 16 contains 57929 members 
Mstep: Class 17 contains 45316 members 
Mstep: Class 18 contains 26575 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6337 members 
Mstep: Class 21 contains 7420 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17645 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043960.000000 Penalty: 76631.320312
Iteration 107Q: 24 clusters Score -8.004396e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 228761 members 
Mstep: Class 3 contains 30181 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 6709 members 
Mstep: Class 9 contains 30682 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150060 members 
Mstep: Class 13 contains 39313 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5319 members 
Mstep: Class 16 contains 57945 members 
Mstep: Class 17 contains 45303 members 
Mstep: Class 18 contains 26576 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6340 members 
Mstep: Class 21 contains 7421 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17646 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044032.000000 Penalty: 76631.320312
Iteration 108Q: 24 clusters Score -8.004403e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 228767 members 
Mstep: Class 3 contains 30167 members 
Mstep: Class 4 contains 3618 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 6712 members 
Mstep: Class 9 contains 30683 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150049 members 
Mstep: Class 13 contains 39310 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5319 members 
Mstep: Class 16 contains 57955 members 
Mstep: Class 17 contains 45299 members 
Mstep: Class 18 contains 26575 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 6339 members 
Mstep: Class 21 contains 7421 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17645 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80043952.000000 Penalty: 76631.320312
Iteration 109Q: 24 clusters Score -8.004395e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 228754 members 
Mstep: Class 3 contains 30156 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 6715 members 
Mstep: Class 9 contains 30680 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150042 members 
Mstep: Class 13 contains 39315 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5317 members 
Mstep: Class 16 contains 57974 members 
Mstep: Class 17 contains 45296 members 
Mstep: Class 18 contains 26580 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 6338 members 
Mstep: Class 21 contains 7421 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17647 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044048.000000 Penalty: 76631.320312
Iteration 110Q: 24 clusters Score -8.004405e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 228755 members 
Mstep: Class 3 contains 30148 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 6718 members 
Mstep: Class 9 contains 30679 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150037 members 
Mstep: Class 13 contains 39325 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5313 members 
Mstep: Class 16 contains 57989 members 
Mstep: Class 17 contains 45288 members 
Mstep: Class 18 contains 26582 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 6339 members 
Mstep: Class 21 contains 7420 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17646 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044096.000000 Penalty: 76631.320312
Iteration 111Q: 24 clusters Score -8.00441e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 228755 members 
Mstep: Class 3 contains 30140 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 6722 members 
Mstep: Class 9 contains 30684 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150033 members 
Mstep: Class 13 contains 39330 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5311 members 
Mstep: Class 16 contains 58001 members 
Mstep: Class 17 contains 45287 members 
Mstep: Class 18 contains 26582 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6341 members 
Mstep: Class 21 contains 7419 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17641 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044024.000000 Penalty: 76631.320312
Iteration 112Q: 24 clusters Score -8.004402e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 228754 members 
Mstep: Class 3 contains 30136 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 6726 members 
Mstep: Class 9 contains 30690 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150028 members 
Mstep: Class 13 contains 39340 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5307 members 
Mstep: Class 16 contains 58013 members 
Mstep: Class 17 contains 45283 members 
Mstep: Class 18 contains 26578 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6343 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17634 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044216.000000 Penalty: 76631.320312
Iteration 113Q: 24 clusters Score -8.004422e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 228750 members 
Mstep: Class 3 contains 30134 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1460 members 
Mstep: Class 8 contains 6732 members 
Mstep: Class 9 contains 30693 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150021 members 
Mstep: Class 13 contains 39347 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5305 members 
Mstep: Class 16 contains 58027 members 
Mstep: Class 17 contains 45285 members 
Mstep: Class 18 contains 26573 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6342 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17628 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044176.000000 Penalty: 76631.320312
Iteration 114Q: 24 clusters Score -8.004418e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 228756 members 
Mstep: Class 3 contains 30133 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1460 members 
Mstep: Class 8 contains 6736 members 
Mstep: Class 9 contains 30694 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150035 members 
Mstep: Class 13 contains 39357 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5296 members 
Mstep: Class 16 contains 58031 members 
Mstep: Class 17 contains 45279 members 
Mstep: Class 18 contains 26567 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6343 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17622 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044160.000000 Penalty: 76631.320312
Iteration 115Q: 24 clusters Score -8.004416e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 228759 members 
Mstep: Class 3 contains 30135 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1460 members 
Mstep: Class 8 contains 6740 members 
Mstep: Class 9 contains 30698 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150036 members 
Mstep: Class 13 contains 39369 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5291 members 
Mstep: Class 16 contains 58034 members 
Mstep: Class 17 contains 45273 members 
Mstep: Class 18 contains 26562 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6344 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17617 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044152.000000 Penalty: 76631.320312
Iteration 116Q: 24 clusters Score -8.004415e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 228759 members 
Mstep: Class 3 contains 30135 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1460 members 
Mstep: Class 8 contains 6743 members 
Mstep: Class 9 contains 30702 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150042 members 
Mstep: Class 13 contains 39380 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5286 members 
Mstep: Class 16 contains 58032 members 
Mstep: Class 17 contains 45268 members 
Mstep: Class 18 contains 26559 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6343 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17611 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044128.000000 Penalty: 76631.320312
Iteration 117Q: 24 clusters Score -8.004413e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 228760 members 
Mstep: Class 3 contains 30133 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1460 members 
Mstep: Class 8 contains 6746 members 
Mstep: Class 9 contains 30706 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150041 members 
Mstep: Class 13 contains 39387 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5280 members 
Mstep: Class 16 contains 58038 members 
Mstep: Class 17 contains 45265 members 
Mstep: Class 18 contains 26557 members 
Mstep: Class 19 contains 15270 members 
Mstep: Class 20 contains 6344 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17608 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044200.000000 Penalty: 76631.320312
Iteration 118Q: 24 clusters Score -8.00442e+07 nChanged 96
Entering ConstructFrom: 
Score: -80044200.000000 Penalty: 76631.320312
Entering ConstructFrom: 
Trying to split cluster 1 (3849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Entering Unmasked Estep 
Score: -454239.718750 Penalty: 2047.380981
	Iteration 0F: 2 clusters Score -454239.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -450436.281250 Penalty: 4094.761963
	Iteration 0F: 3 clusters Score -450436.3 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -451264.812500 Penalty: 4094.761963
	Iteration 1F: 3 clusters Score -451264.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -451429.062500 Penalty: 4094.761963
	Iteration 2F: 3 clusters Score -451429.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -451536.312500 Penalty: 4094.761963
	Iteration 3Q: 3 clusters Score -451536.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -451614.687500 Penalty: 4094.761963
	Iteration 4Q: 3 clusters Score -451614.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -451671.468750 Penalty: 4094.761963
	Iteration 5Q: 3 clusters Score -451671.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -451715.031250 Penalty: 4094.761963
	Iteration 6Q: 3 clusters Score -451715 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -451746.531250 Penalty: 4094.761963
	Iteration 7Q: 3 clusters Score -451746.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -451768.093750 Penalty: 4094.761963
	Iteration 8Q: 3 clusters Score -451768.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -451785.343750 Penalty: 4094.761963
	Iteration 9Q: 3 clusters Score -451785.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -451804.718750 Penalty: 4094.761963
	Iteration 10Q: 3 clusters Score -451804.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -451822.562500 Penalty: 4094.761963
	Iteration 11Q: 3 clusters Score -451822.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -451834.968750 Penalty: 4094.761963
	Iteration 12Q: 3 clusters Score -451835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -451844.500000 Penalty: 4094.761963
	Iteration 13Q: 3 clusters Score -451844.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -451848.437500 Penalty: 4094.761963
	Iteration 14Q: 3 clusters Score -451848.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -451851.125000 Penalty: 4094.761963
	Iteration 15Q: 3 clusters Score -451851.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -451852.156250 Penalty: 4094.761963
	Iteration 16Q: 3 clusters Score -451852.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -451853.968750 Penalty: 4094.761963
	Iteration 17Q: 3 clusters Score -451854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -451855.468750 Penalty: 4094.761963
	Iteration 18Q: 3 clusters Score -451855.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -451855.218750 Penalty: 4094.761963
	Iteration 19Q: 3 clusters Score -451855.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -451856.187500 Penalty: 4094.761963
	Iteration 20F: 3 clusters Score -451856.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -451856.500000 Penalty: 4094.761963
	Iteration 21Q: 3 clusters Score -451856.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -451857.031250 Penalty: 4094.761963
	Iteration 22Q: 3 clusters Score -451857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -451858.218750 Penalty: 4094.761963
	Iteration 23Q: 3 clusters Score -451858.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -451861.468750 Penalty: 4094.761963
	Iteration 24Q: 3 clusters Score -451861.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -451863.937500 Penalty: 4094.761963
	Iteration 25Q: 3 clusters Score -451863.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -451866.156250 Penalty: 4094.761963
	Iteration 26Q: 3 clusters Score -451866.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -451870.468750 Penalty: 4094.761963
	Iteration 27Q: 3 clusters Score -451870.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -451874.468750 Penalty: 4094.761963
	Iteration 28Q: 3 clusters Score -451874.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -451878.312500 Penalty: 4094.761963
	Iteration 29Q: 3 clusters Score -451878.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -451880.031250 Penalty: 4094.761963
	Iteration 30Q: 3 clusters Score -451880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -451883.906250 Penalty: 4094.761963
	Iteration 31Q: 3 clusters Score -451883.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -451885.687500 Penalty: 4094.761963
	Iteration 32Q: 3 clusters Score -451885.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -451886.218750 Penalty: 4094.761963
	Iteration 33Q: 3 clusters Score -451886.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -451887.187500 Penalty: 4094.761963
	Iteration 34Q: 3 clusters Score -451887.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -451887.937500 Penalty: 4094.761963
	Iteration 35Q: 3 clusters Score -451887.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -451889.312500 Penalty: 4094.761963
	Iteration 36Q: 3 clusters Score -451889.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -451891.687500 Penalty: 4094.761963
	Iteration 37Q: 3 clusters Score -451891.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -451891.906250 Penalty: 4094.761963
	Iteration 38Q: 3 clusters Score -451891.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -451891.906250 Penalty: 4094.761963
	Iteration 39F: 3 clusters Score -451891.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (228754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228754 members 
Entering Unmasked Estep 
Score: -27234852.000000 Penalty: 3060.419922
	Iteration 0F: 2 clusters Score -2.723485e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114600 members 
Mstep: Class 2 contains 114154 members 
Entering Unmasked Estep 
Score: -27098002.000000 Penalty: 6120.839844
	Iteration 0F: 3 clusters Score -2.7098e+07 nChanged 110679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117901 members 
Mstep: Class 2 contains 110853 members 
Entering Unmasked Estep 
Score: -27162244.000000 Penalty: 6120.839844
	Iteration 1F: 3 clusters Score -2.716224e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119522 members 
Mstep: Class 2 contains 109232 members 
Entering Unmasked Estep 
Score: -27162966.000000 Penalty: 6120.839844
	Iteration 2Q: 3 clusters Score -2.716297e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121934 members 
Mstep: Class 2 contains 106820 members 
Entering Unmasked Estep 
Score: -27163860.000000 Penalty: 6120.839844
	Iteration 3Q: 3 clusters Score -2.716386e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125412 members 
Mstep: Class 2 contains 103342 members 
Entering Unmasked Estep 
Score: -27165406.000000 Penalty: 6120.839844
	Iteration 4Q: 3 clusters Score -2.716541e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130306 members 
Mstep: Class 2 contains 98448 members 
Entering Unmasked Estep 
Score: -27168254.000000 Penalty: 6120.839844
	Iteration 5Q: 3 clusters Score -2.716825e+07 nChanged 11213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136639 members 
Mstep: Class 2 contains 92115 members 
Entering Unmasked Estep 
Score: -27172998.000000 Penalty: 6120.839844
	Iteration 6Q: 3 clusters Score -2.7173e+07 nChanged 14102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144333 members 
Mstep: Class 2 contains 84421 members 
Entering Unmasked Estep 
Score: -27180874.000000 Penalty: 6120.839844
	Iteration 7F: 3 clusters Score -2.718087e+07 nChanged 16111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151892 members 
Mstep: Class 2 contains 76862 members 
Entering Unmasked Estep 
Score: -27192782.000000 Penalty: 6120.839844
	Iteration 8F: 3 clusters Score -2.719278e+07 nChanged 16108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156238 members 
Mstep: Class 2 contains 72516 members 
Entering Unmasked Estep 
Score: -27205490.000000 Penalty: 6120.839844
	Iteration 9F: 3 clusters Score -2.720549e+07 nChanged 13372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156860 members 
Mstep: Class 2 contains 71894 members 
Entering Unmasked Estep 
Score: -27212362.000000 Penalty: 6120.839844
	Iteration 10F: 3 clusters Score -2.721236e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156204 members 
Mstep: Class 2 contains 72550 members 
Entering Unmasked Estep 
Score: -27214288.000000 Penalty: 6120.839844
	Iteration 11Q: 3 clusters Score -2.721429e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155354 members 
Mstep: Class 2 contains 73400 members 
Entering Unmasked Estep 
Score: -27214922.000000 Penalty: 6120.839844
	Iteration 12Q: 3 clusters Score -2.721492e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154505 members 
Mstep: Class 2 contains 74249 members 
Entering Unmasked Estep 
Score: -27215154.000000 Penalty: 6120.839844
	Iteration 13Q: 3 clusters Score -2.721515e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153682 members 
Mstep: Class 2 contains 75072 members 
Entering Unmasked Estep 
Score: -27215754.000000 Penalty: 6120.839844
	Iteration 14Q: 3 clusters Score -2.721575e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152847 members 
Mstep: Class 2 contains 75907 members 
Entering Unmasked Estep 
Score: -27216196.000000 Penalty: 6120.839844
	Iteration 15Q: 3 clusters Score -2.72162e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152113 members 
Mstep: Class 2 contains 76641 members 
Entering Unmasked Estep 
Score: -27216856.000000 Penalty: 6120.839844
	Iteration 16Q: 3 clusters Score -2.721686e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151320 members 
Mstep: Class 2 contains 77434 members 
Entering Unmasked Estep 
Score: -27217162.000000 Penalty: 6120.839844
	Iteration 17Q: 3 clusters Score -2.721716e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150553 members 
Mstep: Class 2 contains 78201 members 
Entering Unmasked Estep 
Score: -27217746.000000 Penalty: 6120.839844
	Iteration 18Q: 3 clusters Score -2.721775e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149857 members 
Mstep: Class 2 contains 78897 members 
Entering Unmasked Estep 
Score: -27218318.000000 Penalty: 6120.839844
	Iteration 19Q: 3 clusters Score -2.721832e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149212 members 
Mstep: Class 2 contains 79542 members 
Entering Unmasked Estep 
Score: -27218880.000000 Penalty: 6120.839844
	Iteration 20F: 3 clusters Score -2.721888e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148617 members 
Mstep: Class 2 contains 80137 members 
Entering Unmasked Estep 
Score: -27219418.000000 Penalty: 6120.839844
	Iteration 21Q: 3 clusters Score -2.721942e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148096 members 
Mstep: Class 2 contains 80658 members 
Entering Unmasked Estep 
Score: -27219918.000000 Penalty: 6120.839844
	Iteration 22Q: 3 clusters Score -2.721992e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147583 members 
Mstep: Class 2 contains 81171 members 
Entering Unmasked Estep 
Score: -27220396.000000 Penalty: 6120.839844
	Iteration 23Q: 3 clusters Score -2.72204e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147084 members 
Mstep: Class 2 contains 81670 members 
Entering Unmasked Estep 
Score: -27220826.000000 Penalty: 6120.839844
	Iteration 24Q: 3 clusters Score -2.722083e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146500 members 
Mstep: Class 2 contains 82254 members 
Entering Unmasked Estep 
Score: -27221334.000000 Penalty: 6120.839844
	Iteration 25Q: 3 clusters Score -2.722133e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145933 members 
Mstep: Class 2 contains 82821 members 
Entering Unmasked Estep 
Score: -27221758.000000 Penalty: 6120.839844
	Iteration 26Q: 3 clusters Score -2.722176e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145410 members 
Mstep: Class 2 contains 83344 members 
Entering Unmasked Estep 
Score: -27222108.000000 Penalty: 6120.839844
	Iteration 27Q: 3 clusters Score -2.722211e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144857 members 
Mstep: Class 2 contains 83897 members 
Entering Unmasked Estep 
Score: -27222222.000000 Penalty: 6120.839844
	Iteration 28Q: 3 clusters Score -2.722222e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144343 members 
Mstep: Class 2 contains 84411 members 
Entering Unmasked Estep 
Score: -27222488.000000 Penalty: 6120.839844
	Iteration 29Q: 3 clusters Score -2.722249e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143888 members 
Mstep: Class 2 contains 84866 members 
Entering Unmasked Estep 
Score: -27222670.000000 Penalty: 6120.839844
	Iteration 30Q: 3 clusters Score -2.722267e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143356 members 
Mstep: Class 2 contains 85398 members 
Entering Unmasked Estep 
Score: -27222912.000000 Penalty: 6120.839844
	Iteration 31Q: 3 clusters Score -2.722291e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142804 members 
Mstep: Class 2 contains 85950 members 
Entering Unmasked Estep 
Score: -27223136.000000 Penalty: 6120.839844
	Iteration 32Q: 3 clusters Score -2.722314e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142192 members 
Mstep: Class 2 contains 86562 members 
Entering Unmasked Estep 
Score: -27223300.000000 Penalty: 6120.839844
	Iteration 33Q: 3 clusters Score -2.72233e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141513 members 
Mstep: Class 2 contains 87241 members 
Entering Unmasked Estep 
Score: -27223428.000000 Penalty: 6120.839844
	Iteration 34Q: 3 clusters Score -2.722343e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140811 members 
Mstep: Class 2 contains 87943 members 
Entering Unmasked Estep 
Score: -27223582.000000 Penalty: 6120.839844
	Iteration 35Q: 3 clusters Score -2.722358e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140103 members 
Mstep: Class 2 contains 88651 members 
Entering Unmasked Estep 
Score: -27223634.000000 Penalty: 6120.839844
	Iteration 36Q: 3 clusters Score -2.722363e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139405 members 
Mstep: Class 2 contains 89349 members 
Entering Unmasked Estep 
Score: -27223600.000000 Penalty: 6120.839844
	Iteration 37Q: 3 clusters Score -2.72236e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138703 members 
Mstep: Class 2 contains 90051 members 
Entering Unmasked Estep 
Score: -27223758.000000 Penalty: 6120.839844
	Iteration 38Q: 3 clusters Score -2.722376e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138040 members 
Mstep: Class 2 contains 90714 members 
Entering Unmasked Estep 
Score: -27223792.000000 Penalty: 6120.839844
	Iteration 39Q: 3 clusters Score -2.722379e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137393 members 
Mstep: Class 2 contains 91361 members 
Entering Unmasked Estep 
Score: -27223836.000000 Penalty: 6120.839844
	Iteration 40F: 3 clusters Score -2.722384e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136730 members 
Mstep: Class 2 contains 92024 members 
Entering Unmasked Estep 
Score: -27223706.000000 Penalty: 6120.839844
	Iteration 41Q: 3 clusters Score -2.722371e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136062 members 
Mstep: Class 2 contains 92692 members 
Entering Unmasked Estep 
Score: -27223664.000000 Penalty: 6120.839844
	Iteration 42Q: 3 clusters Score -2.722366e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135415 members 
Mstep: Class 2 contains 93339 members 
Entering Unmasked Estep 
Score: -27223792.000000 Penalty: 6120.839844
	Iteration 43Q: 3 clusters Score -2.722379e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134770 members 
Mstep: Class 2 contains 93984 members 
Entering Unmasked Estep 
Score: -27223814.000000 Penalty: 6120.839844
	Iteration 44Q: 3 clusters Score -2.722381e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134102 members 
Mstep: Class 2 contains 94652 members 
Entering Unmasked Estep 
Score: -27223702.000000 Penalty: 6120.839844
	Iteration 45Q: 3 clusters Score -2.72237e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133429 members 
Mstep: Class 2 contains 95325 members 
Entering Unmasked Estep 
Score: -27223702.000000 Penalty: 6120.839844
	Iteration 46Q: 3 clusters Score -2.72237e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132717 members 
Mstep: Class 2 contains 96037 members 
Entering Unmasked Estep 
Score: -27223726.000000 Penalty: 6120.839844
	Iteration 47Q: 3 clusters Score -2.722373e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131933 members 
Mstep: Class 2 contains 96821 members 
Entering Unmasked Estep 
Score: -27223668.000000 Penalty: 6120.839844
	Iteration 48Q: 3 clusters Score -2.722367e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131007 members 
Mstep: Class 2 contains 97747 members 
Entering Unmasked Estep 
Score: -27223586.000000 Penalty: 6120.839844
	Iteration 49Q: 3 clusters Score -2.722359e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129963 members 
Mstep: Class 2 contains 98791 members 
Entering Unmasked Estep 
Score: -27223464.000000 Penalty: 6120.839844
	Iteration 50Q: 3 clusters Score -2.722346e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128851 members 
Mstep: Class 2 contains 99903 members 
Entering Unmasked Estep 
Score: -27223278.000000 Penalty: 6120.839844
	Iteration 51Q: 3 clusters Score -2.722328e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127608 members 
Mstep: Class 2 contains 101146 members 
Entering Unmasked Estep 
Score: -27223142.000000 Penalty: 6120.839844
	Iteration 52Q: 3 clusters Score -2.722314e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126270 members 
Mstep: Class 2 contains 102484 members 
Entering Unmasked Estep 
Score: -27223098.000000 Penalty: 6120.839844
	Iteration 53Q: 3 clusters Score -2.72231e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124815 members 
Mstep: Class 2 contains 103939 members 
Entering Unmasked Estep 
Score: -27223028.000000 Penalty: 6120.839844
	Iteration 54Q: 3 clusters Score -2.722303e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123251 members 
Mstep: Class 2 contains 105503 members 
Entering Unmasked Estep 
Score: -27222904.000000 Penalty: 6120.839844
	Iteration 55Q: 3 clusters Score -2.72229e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121665 members 
Mstep: Class 2 contains 107089 members 
Entering Unmasked Estep 
Score: -27222920.000000 Penalty: 6120.839844
	Iteration 56Q: 3 clusters Score -2.722292e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120107 members 
Mstep: Class 2 contains 108647 members 
Entering Unmasked Estep 
Score: -27222860.000000 Penalty: 6120.839844
	Iteration 57Q: 3 clusters Score -2.722286e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118552 members 
Mstep: Class 2 contains 110202 members 
Entering Unmasked Estep 
Score: -27222934.000000 Penalty: 6120.839844
	Iteration 58Q: 3 clusters Score -2.722293e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117008 members 
Mstep: Class 2 contains 111746 members 
Entering Unmasked Estep 
Score: -27222742.000000 Penalty: 6120.839844
	Iteration 59Q: 3 clusters Score -2.722274e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115467 members 
Mstep: Class 2 contains 113287 members 
Entering Unmasked Estep 
Score: -27222730.000000 Penalty: 6120.839844
	Iteration 60F: 3 clusters Score -2.722273e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113930 members 
Mstep: Class 2 contains 114824 members 
Entering Unmasked Estep 
Score: -27222578.000000 Penalty: 6120.839844
	Iteration 61Q: 3 clusters Score -2.722258e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112539 members 
Mstep: Class 2 contains 116215 members 
Entering Unmasked Estep 
Score: -27222486.000000 Penalty: 6120.839844
	Iteration 62Q: 3 clusters Score -2.722249e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111169 members 
Mstep: Class 2 contains 117585 members 
Entering Unmasked Estep 
Score: -27222376.000000 Penalty: 6120.839844
	Iteration 63Q: 3 clusters Score -2.722238e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109870 members 
Mstep: Class 2 contains 118884 members 
Entering Unmasked Estep 
Score: -27222226.000000 Penalty: 6120.839844
	Iteration 64Q: 3 clusters Score -2.722223e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108606 members 
Mstep: Class 2 contains 120148 members 
Entering Unmasked Estep 
Score: -27222060.000000 Penalty: 6120.839844
	Iteration 65Q: 3 clusters Score -2.722206e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107335 members 
Mstep: Class 2 contains 121419 members 
Entering Unmasked Estep 
Score: -27221824.000000 Penalty: 6120.839844
	Iteration 66Q: 3 clusters Score -2.722182e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106084 members 
Mstep: Class 2 contains 122670 members 
Entering Unmasked Estep 
Score: -27221650.000000 Penalty: 6120.839844
	Iteration 67Q: 3 clusters Score -2.722165e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104849 members 
Mstep: Class 2 contains 123905 members 
Entering Unmasked Estep 
Score: -27221582.000000 Penalty: 6120.839844
	Iteration 68Q: 3 clusters Score -2.722158e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103630 members 
Mstep: Class 2 contains 125124 members 
Entering Unmasked Estep 
Score: -27221480.000000 Penalty: 6120.839844
	Iteration 69Q: 3 clusters Score -2.722148e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102492 members 
Mstep: Class 2 contains 126262 members 
Entering Unmasked Estep 
Score: -27221238.000000 Penalty: 6120.839844
	Iteration 70Q: 3 clusters Score -2.722124e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101436 members 
Mstep: Class 2 contains 127318 members 
Entering Unmasked Estep 
Score: -27221168.000000 Penalty: 6120.839844
	Iteration 71Q: 3 clusters Score -2.722117e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100371 members 
Mstep: Class 2 contains 128383 members 
Entering Unmasked Estep 
Score: -27220984.000000 Penalty: 6120.839844
	Iteration 72Q: 3 clusters Score -2.722098e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99292 members 
Mstep: Class 2 contains 129462 members 
Entering Unmasked Estep 
Score: -27220810.000000 Penalty: 6120.839844
	Iteration 73Q: 3 clusters Score -2.722081e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98207 members 
Mstep: Class 2 contains 130547 members 
Entering Unmasked Estep 
Score: -27220790.000000 Penalty: 6120.839844
	Iteration 74Q: 3 clusters Score -2.722079e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97202 members 
Mstep: Class 2 contains 131552 members 
Entering Unmasked Estep 
Score: -27220698.000000 Penalty: 6120.839844
	Iteration 75Q: 3 clusters Score -2.72207e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96235 members 
Mstep: Class 2 contains 132519 members 
Entering Unmasked Estep 
Score: -27220656.000000 Penalty: 6120.839844
	Iteration 76Q: 3 clusters Score -2.722066e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95272 members 
Mstep: Class 2 contains 133482 members 
Entering Unmasked Estep 
Score: -27220614.000000 Penalty: 6120.839844
	Iteration 77Q: 3 clusters Score -2.722061e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94299 members 
Mstep: Class 2 contains 134455 members 
Entering Unmasked Estep 
Score: -27220474.000000 Penalty: 6120.839844
	Iteration 78Q: 3 clusters Score -2.722047e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93309 members 
Mstep: Class 2 contains 135445 members 
Entering Unmasked Estep 
Score: -27220298.000000 Penalty: 6120.839844
	Iteration 79Q: 3 clusters Score -2.72203e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92282 members 
Mstep: Class 2 contains 136472 members 
Entering Unmasked Estep 
Score: -27220208.000000 Penalty: 6120.839844
	Iteration 80F: 3 clusters Score -2.722021e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91261 members 
Mstep: Class 2 contains 137493 members 
Entering Unmasked Estep 
Score: -27220060.000000 Penalty: 6120.839844
	Iteration 81Q: 3 clusters Score -2.722006e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90170 members 
Mstep: Class 2 contains 138584 members 
Entering Unmasked Estep 
Score: -27219936.000000 Penalty: 6120.839844
	Iteration 82Q: 3 clusters Score -2.721994e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89044 members 
Mstep: Class 2 contains 139710 members 
Entering Unmasked Estep 
Score: -27219780.000000 Penalty: 6120.839844
	Iteration 83Q: 3 clusters Score -2.721978e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87952 members 
Mstep: Class 2 contains 140802 members 
Entering Unmasked Estep 
Score: -27219660.000000 Penalty: 6120.839844
	Iteration 84Q: 3 clusters Score -2.721966e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86851 members 
Mstep: Class 2 contains 141903 members 
Entering Unmasked Estep 
Score: -27219574.000000 Penalty: 6120.839844
	Iteration 85Q: 3 clusters Score -2.721957e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85715 members 
Mstep: Class 2 contains 143039 members 
Entering Unmasked Estep 
Score: -27219378.000000 Penalty: 6120.839844
	Iteration 86Q: 3 clusters Score -2.721938e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84611 members 
Mstep: Class 2 contains 144143 members 
Entering Unmasked Estep 
Score: -27219206.000000 Penalty: 6120.839844
	Iteration 87Q: 3 clusters Score -2.721921e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83461 members 
Mstep: Class 2 contains 145293 members 
Entering Unmasked Estep 
Score: -27219184.000000 Penalty: 6120.839844
	Iteration 88Q: 3 clusters Score -2.721918e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82287 members 
Mstep: Class 2 contains 146467 members 
Entering Unmasked Estep 
Score: -27219054.000000 Penalty: 6120.839844
	Iteration 89Q: 3 clusters Score -2.721905e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81097 members 
Mstep: Class 2 contains 147657 members 
Entering Unmasked Estep 
Score: -27218970.000000 Penalty: 6120.839844
	Iteration 90Q: 3 clusters Score -2.721897e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79952 members 
Mstep: Class 2 contains 148802 members 
Entering Unmasked Estep 
Score: -27218906.000000 Penalty: 6120.839844
	Iteration 91Q: 3 clusters Score -2.721891e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78805 members 
Mstep: Class 2 contains 149949 members 
Entering Unmasked Estep 
Score: -27218946.000000 Penalty: 6120.839844
	Iteration 92Q: 3 clusters Score -2.721895e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77672 members 
Mstep: Class 2 contains 151082 members 
Entering Unmasked Estep 
Score: -27218830.000000 Penalty: 6120.839844
	Iteration 93Q: 3 clusters Score -2.721883e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76558 members 
Mstep: Class 2 contains 152196 members 
Entering Unmasked Estep 
Score: -27218758.000000 Penalty: 6120.839844
	Iteration 94Q: 3 clusters Score -2.721876e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75454 members 
Mstep: Class 2 contains 153300 members 
Entering Unmasked Estep 
Score: -27218658.000000 Penalty: 6120.839844
	Iteration 95Q: 3 clusters Score -2.721866e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74370 members 
Mstep: Class 2 contains 154384 members 
Entering Unmasked Estep 
Score: -27218646.000000 Penalty: 6120.839844
	Iteration 96Q: 3 clusters Score -2.721865e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73245 members 
Mstep: Class 2 contains 155509 members 
Entering Unmasked Estep 
Score: -27218628.000000 Penalty: 6120.839844
	Iteration 97Q: 3 clusters Score -2.721863e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72129 members 
Mstep: Class 2 contains 156625 members 
Entering Unmasked Estep 
Score: -27218588.000000 Penalty: 6120.839844
	Iteration 98Q: 3 clusters Score -2.721859e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71030 members 
Mstep: Class 2 contains 157724 members 
Entering Unmasked Estep 
Score: -27218704.000000 Penalty: 6120.839844
	Iteration 99Q: 3 clusters Score -2.72187e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69924 members 
Mstep: Class 2 contains 158830 members 
Entering Unmasked Estep 
Score: -27218684.000000 Penalty: 6120.839844
	Iteration 100F: 3 clusters Score -2.721868e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68799 members 
Mstep: Class 2 contains 159955 members 
Entering Unmasked Estep 
Score: -27218704.000000 Penalty: 6120.839844
	Iteration 101Q: 3 clusters Score -2.72187e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67671 members 
Mstep: Class 2 contains 161083 members 
Entering Unmasked Estep 
Score: -27218572.000000 Penalty: 6120.839844
	Iteration 102Q: 3 clusters Score -2.721857e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66556 members 
Mstep: Class 2 contains 162198 members 
Entering Unmasked Estep 
Score: -27218498.000000 Penalty: 6120.839844
	Iteration 103Q: 3 clusters Score -2.72185e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65425 members 
Mstep: Class 2 contains 163329 members 
Entering Unmasked Estep 
Score: -27218446.000000 Penalty: 6120.839844
	Iteration 104Q: 3 clusters Score -2.721845e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 164396 members 
Entering Unmasked Estep 
Score: -27218406.000000 Penalty: 6120.839844
	Iteration 105Q: 3 clusters Score -2.721841e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63265 members 
Mstep: Class 2 contains 165489 members 
Entering Unmasked Estep 
Score: -27218586.000000 Penalty: 6120.839844
	Iteration 106Q: 3 clusters Score -2.721859e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62131 members 
Mstep: Class 2 contains 166623 members 
Entering Unmasked Estep 
Score: -27218690.000000 Penalty: 6120.839844
	Iteration 107Q: 3 clusters Score -2.721869e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 167789 members 
Entering Unmasked Estep 
Score: -27218846.000000 Penalty: 6120.839844
	Iteration 108Q: 3 clusters Score -2.721885e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59816 members 
Mstep: Class 2 contains 168938 members 
Entering Unmasked Estep 
Score: -27218974.000000 Penalty: 6120.839844
	Iteration 109Q: 3 clusters Score -2.721897e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58673 members 
Mstep: Class 2 contains 170081 members 
Entering Unmasked Estep 
Score: -27219066.000000 Penalty: 6120.839844
	Iteration 110Q: 3 clusters Score -2.721907e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57477 members 
Mstep: Class 2 contains 171277 members 
Entering Unmasked Estep 
Score: -27219254.000000 Penalty: 6120.839844
	Iteration 111Q: 3 clusters Score -2.721925e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56260 members 
Mstep: Class 2 contains 172494 members 
Entering Unmasked Estep 
Score: -27219424.000000 Penalty: 6120.839844
	Iteration 112Q: 3 clusters Score -2.721942e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54959 members 
Mstep: Class 2 contains 173795 members 
Entering Unmasked Estep 
Score: -27219602.000000 Penalty: 6120.839844
	Iteration 113Q: 3 clusters Score -2.72196e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 175105 members 
Entering Unmasked Estep 
Score: -27219738.000000 Penalty: 6120.839844
	Iteration 114Q: 3 clusters Score -2.721974e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 176415 members 
Entering Unmasked Estep 
Score: -27219992.000000 Penalty: 6120.839844
	Iteration 115Q: 3 clusters Score -2.721999e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50995 members 
Mstep: Class 2 contains 177759 members 
Entering Unmasked Estep 
Score: -27220156.000000 Penalty: 6120.839844
	Iteration 116Q: 3 clusters Score -2.722016e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 179157 members 
Entering Unmasked Estep 
Score: -27220332.000000 Penalty: 6120.839844
	Iteration 117Q: 3 clusters Score -2.722033e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 180582 members 
Entering Unmasked Estep 
Score: -27220600.000000 Penalty: 6120.839844
	Iteration 118Q: 3 clusters Score -2.72206e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 182080 members 
Entering Unmasked Estep 
Score: -27220940.000000 Penalty: 6120.839844
	Iteration 119Q: 3 clusters Score -2.722094e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 183659 members 
Entering Unmasked Estep 
Score: -27221314.000000 Penalty: 6120.839844
	Iteration 120F: 3 clusters Score -2.722131e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 185330 members 
Entering Unmasked Estep 
Score: -27221588.000000 Penalty: 6120.839844
	Iteration 121Q: 3 clusters Score -2.722159e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 187060 members 
Entering Unmasked Estep 
Score: -27221986.000000 Penalty: 6120.839844
	Iteration 122Q: 3 clusters Score -2.722199e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 188838 members 
Entering Unmasked Estep 
Score: -27222288.000000 Penalty: 6120.839844
	Iteration 123Q: 3 clusters Score -2.722229e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 190654 members 
Entering Unmasked Estep 
Score: -27223466.000000 Penalty: 6120.839844
	Iteration 124Q: 3 clusters Score -2.722347e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 192657 members 
Entering Unmasked Estep 
Score: -27224742.000000 Penalty: 6120.839844
	Iteration 125Q: 3 clusters Score -2.722474e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 194830 members 
Entering Unmasked Estep 
Score: -27226164.000000 Penalty: 6120.839844
	Iteration 126Q: 3 clusters Score -2.722616e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 197190 members 
Entering Unmasked Estep 
Score: -27227822.000000 Penalty: 6120.839844
	Iteration 127Q: 3 clusters Score -2.722782e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 199717 members 
Entering Unmasked Estep 
Score: -27229170.000000 Penalty: 6120.839844
	Iteration 128Q: 3 clusters Score -2.722917e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 202424 members 
Entering Unmasked Estep 
Score: -27230530.000000 Penalty: 6120.839844
	Iteration 129Q: 3 clusters Score -2.723053e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 205272 members 
Entering Unmasked Estep 
Score: -27231852.000000 Penalty: 6120.839844
	Iteration 130Q: 3 clusters Score -2.723185e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 208267 members 
Entering Unmasked Estep 
Score: -27233032.000000 Penalty: 6120.839844
	Iteration 131Q: 3 clusters Score -2.723303e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 211245 members 
Entering Unmasked Estep 
Score: -27234126.000000 Penalty: 6120.839844
	Iteration 132Q: 3 clusters Score -2.723413e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 214111 members 
Entering Unmasked Estep 
Score: -27234540.000000 Penalty: 6120.839844
	Iteration 133Q: 3 clusters Score -2.723454e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 216708 members 
Entering Unmasked Estep 
Score: -27234852.000000 Penalty: 6120.839844
	Iteration 134Q: 3 clusters Score -2.723485e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 219039 members 
Entering Unmasked Estep 
Score: -27234976.000000 Penalty: 6120.839844
	Iteration 135Q: 3 clusters Score -2.723498e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 220984 members 
Entering Unmasked Estep 
Score: -27234654.000000 Penalty: 6120.839844
	Iteration 136Q: 3 clusters Score -2.723465e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 222522 members 
Entering Unmasked Estep 
Score: -27234418.000000 Penalty: 6120.839844
	Iteration 137Q: 3 clusters Score -2.723442e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 223715 members 
Entering Unmasked Estep 
Score: -27234004.000000 Penalty: 6120.839844
	Iteration 138Q: 3 clusters Score -2.7234e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 224638 members 
Entering Unmasked Estep 
Score: -27233850.000000 Penalty: 6120.839844
	Iteration 139Q: 3 clusters Score -2.723385e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 225356 members 
Entering Unmasked Estep 
Score: -27233682.000000 Penalty: 6120.839844
	Iteration 140F: 3 clusters Score -2.723368e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 225883 members 
Entering Unmasked Estep 
Score: -27233498.000000 Penalty: 6120.839844
	Iteration 141Q: 3 clusters Score -2.72335e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 226267 members 
Entering Unmasked Estep 
Score: -27233384.000000 Penalty: 6120.839844
	Iteration 142Q: 3 clusters Score -2.723338e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 226560 members 
Entering Unmasked Estep 
Score: -27233320.000000 Penalty: 6120.839844
	Iteration 143Q: 3 clusters Score -2.723332e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 226790 members 
Entering Unmasked Estep 
Score: -27233316.000000 Penalty: 6120.839844
	Iteration 144Q: 3 clusters Score -2.723332e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 226979 members 
Entering Unmasked Estep 
Score: -27233294.000000 Penalty: 6120.839844
	Iteration 145Q: 3 clusters Score -2.723329e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 227115 members 
Entering Unmasked Estep 
Score: -27233244.000000 Penalty: 6120.839844
	Iteration 146Q: 3 clusters Score -2.723324e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 227221 members 
Entering Unmasked Estep 
Score: -27233198.000000 Penalty: 6120.839844
	Iteration 147Q: 3 clusters Score -2.72332e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 227314 members 
Entering Unmasked Estep 
Score: -27233156.000000 Penalty: 6120.839844
	Iteration 148Q: 3 clusters Score -2.723316e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 227388 members 
Entering Unmasked Estep 
Score: -27233082.000000 Penalty: 6120.839844
	Iteration 149Q: 3 clusters Score -2.723308e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 227456 members 
Entering Unmasked Estep 
Score: -27233058.000000 Penalty: 6120.839844
	Iteration 150Q: 3 clusters Score -2.723306e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 227496 members 
Entering Unmasked Estep 
Score: -27233068.000000 Penalty: 6120.839844
	Iteration 151Q: 3 clusters Score -2.723307e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 227535 members 
Entering Unmasked Estep 
Score: -27233070.000000 Penalty: 6120.839844
	Iteration 152Q: 3 clusters Score -2.723307e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 227566 members 
Entering Unmasked Estep 
Score: -27233034.000000 Penalty: 6120.839844
	Iteration 153Q: 3 clusters Score -2.723303e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 227598 members 
Entering Unmasked Estep 
Score: -27233058.000000 Penalty: 6120.839844
	Iteration 154Q: 3 clusters Score -2.723306e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 227625 members 
Entering Unmasked Estep 
Score: -27233070.000000 Penalty: 6120.839844
	Iteration 155Q: 3 clusters Score -2.723307e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 227645 members 
Entering Unmasked Estep 
Score: -27233082.000000 Penalty: 6120.839844
	Iteration 156Q: 3 clusters Score -2.723308e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 227669 members 
Entering Unmasked Estep 
Score: -27233062.000000 Penalty: 6120.839844
	Iteration 157Q: 3 clusters Score -2.723306e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 227682 members 
Entering Unmasked Estep 
Score: -27233058.000000 Penalty: 6120.839844
	Iteration 158Q: 3 clusters Score -2.723306e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 227702 members 
Entering Unmasked Estep 
Score: -27233046.000000 Penalty: 6120.839844
	Iteration 159Q: 3 clusters Score -2.723305e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 227721 members 
Entering Unmasked Estep 
Score: -27233044.000000 Penalty: 6120.839844
	Iteration 160F: 3 clusters Score -2.723304e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 227737 members 
Entering Unmasked Estep 
Score: -27233042.000000 Penalty: 6120.839844
	Iteration 161Q: 3 clusters Score -2.723304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 227742 members 
Entering Unmasked Estep 
Score: -27233042.000000 Penalty: 6120.839844
	Iteration 162Q: 3 clusters Score -2.723304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 227751 members 
Entering Unmasked Estep 
Score: -27233034.000000 Penalty: 6120.839844
	Iteration 163Q: 3 clusters Score -2.723303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 227754 members 
Entering Unmasked Estep 
Score: -27233046.000000 Penalty: 6120.839844
	Iteration 164Q: 3 clusters Score -2.723305e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 227759 members 
Entering Unmasked Estep 
Score: -27233028.000000 Penalty: 6120.839844
	Iteration 165Q: 3 clusters Score -2.723303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 227765 members 
Entering Unmasked Estep 
Score: -27233028.000000 Penalty: 6120.839844
	Iteration 166Q: 3 clusters Score -2.723303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 227768 members 
Entering Unmasked Estep 
Score: -27233044.000000 Penalty: 6120.839844
	Iteration 167Q: 3 clusters Score -2.723304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 227776 members 
Entering Unmasked Estep 
Score: -27233028.000000 Penalty: 6120.839844
	Iteration 168Q: 3 clusters Score -2.723303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 227780 members 
Entering Unmasked Estep 
Score: -27233028.000000 Penalty: 6120.839844
	Iteration 169Q: 3 clusters Score -2.723303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 227788 members 
Entering Unmasked Estep 
Score: -27233032.000000 Penalty: 6120.839844
	Iteration 170Q: 3 clusters Score -2.723303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 227791 members 
Entering Unmasked Estep 
Score: -27233032.000000 Penalty: 6120.839844
	Iteration 171Q: 3 clusters Score -2.723303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 227797 members 
Entering Unmasked Estep 
Score: -27233034.000000 Penalty: 6120.839844
	Iteration 172Q: 3 clusters Score -2.723303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 227800 members 
Entering Unmasked Estep 
Score: -27233036.000000 Penalty: 6120.839844
	Iteration 173Q: 3 clusters Score -2.723304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 227806 members 
Entering Unmasked Estep 
Score: -27233038.000000 Penalty: 6120.839844
	Iteration 174Q: 3 clusters Score -2.723304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 227812 members 
Entering Unmasked Estep 
Score: -27233040.000000 Penalty: 6120.839844
	Iteration 175Q: 3 clusters Score -2.723304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 227823 members 
Entering Unmasked Estep 
Score: -27233046.000000 Penalty: 6120.839844
	Iteration 176Q: 3 clusters Score -2.723305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 227830 members 
Entering Unmasked Estep 
Score: -27233030.000000 Penalty: 6120.839844
	Iteration 177Q: 3 clusters Score -2.723303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 227836 members 
Entering Unmasked Estep 
Score: -27233028.000000 Penalty: 6120.839844
	Iteration 178Q: 3 clusters Score -2.723303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 227844 members 
Entering Unmasked Estep 
Score: -27233008.000000 Penalty: 6120.839844
	Iteration 179Q: 3 clusters Score -2.723301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 227848 members 
Entering Unmasked Estep 
Score: -27233032.000000 Penalty: 6120.839844
	Iteration 180F: 3 clusters Score -2.723303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 227848 members 
Entering Unmasked Estep 
Score: -27233032.000000 Penalty: 6120.839844
	Iteration 181Q: 3 clusters Score -2.723303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 227851 members 
Entering Unmasked Estep 
Score: -27233012.000000 Penalty: 6120.839844
	Iteration 182Q: 3 clusters Score -2.723301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 227855 members 
Entering Unmasked Estep 
Score: -27233038.000000 Penalty: 6120.839844
	Iteration 183Q: 3 clusters Score -2.723304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 227858 members 
Entering Unmasked Estep 
Score: -27233030.000000 Penalty: 6120.839844
	Iteration 184Q: 3 clusters Score -2.723303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 227860 members 
Entering Unmasked Estep 
Score: -27233036.000000 Penalty: 6120.839844
	Iteration 185Q: 3 clusters Score -2.723304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 227863 members 
Entering Unmasked Estep 
Score: -27233060.000000 Penalty: 6120.839844
	Iteration 186Q: 3 clusters Score -2.723306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 227865 members 
Entering Unmasked Estep 
Score: -27233044.000000 Penalty: 6120.839844
	Iteration 187Q: 3 clusters Score -2.723304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 227867 members 
Entering Unmasked Estep 
Score: -27233052.000000 Penalty: 6120.839844
	Iteration 188Q: 3 clusters Score -2.723305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 227868 members 
Entering Unmasked Estep 
Score: -27233040.000000 Penalty: 6120.839844
	Iteration 189Q: 3 clusters Score -2.723304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 227869 members 
Entering Unmasked Estep 
Score: -27233038.000000 Penalty: 6120.839844
	Iteration 190Q: 3 clusters Score -2.723304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 227869 members 
Entering Unmasked Estep 
Score: -27233038.000000 Penalty: 6120.839844
	Iteration 191F: 3 clusters Score -2.723304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Entering Unmasked Estep 
Score: -3639522.500000 Penalty: 2557.676270
	Iteration 0F: 2 clusters Score -3639522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3618848.000000 Penalty: 5115.352539
	Iteration 0F: 3 clusters Score -3618848 nChanged 13692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -3626107.250000 Penalty: 5115.352539
	Iteration 1F: 3 clusters Score -3626107 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -3626578.000000 Penalty: 5115.352539
	Iteration 2Q: 3 clusters Score -3626578 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -3627132.000000 Penalty: 5115.352539
	Iteration 3Q: 3 clusters Score -3627132 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -3627792.500000 Penalty: 5115.352539
	Iteration 4Q: 3 clusters Score -3627792 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -3628634.750000 Penalty: 5115.352539
	Iteration 5F: 3 clusters Score -3628635 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -3629632.000000 Penalty: 5115.352539
	Iteration 6F: 3 clusters Score -3629632 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -3630917.000000 Penalty: 5115.352539
	Iteration 7F: 3 clusters Score -3630917 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -3632536.750000 Penalty: 5115.352539
	Iteration 8F: 3 clusters Score -3632537 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -3634249.000000 Penalty: 5115.352539
	Iteration 9F: 3 clusters Score -3634249 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -3635557.750000 Penalty: 5115.352539
	Iteration 10Q: 3 clusters Score -3635558 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -3636112.500000 Penalty: 5115.352539
	Iteration 11Q: 3 clusters Score -3636112 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -3636344.500000 Penalty: 5115.352539
	Iteration 12Q: 3 clusters Score -3636344 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -3636497.500000 Penalty: 5115.352539
	Iteration 13Q: 3 clusters Score -3636498 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -3636617.250000 Penalty: 5115.352539
	Iteration 14Q: 3 clusters Score -3636617 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -3636690.250000 Penalty: 5115.352539
	Iteration 15Q: 3 clusters Score -3636690 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -3636769.000000 Penalty: 5115.352539
	Iteration 16Q: 3 clusters Score -3636769 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -3636836.000000 Penalty: 5115.352539
	Iteration 17Q: 3 clusters Score -3636836 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -3636898.750000 Penalty: 5115.352539
	Iteration 18Q: 3 clusters Score -3636899 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -3636933.500000 Penalty: 5115.352539
	Iteration 19Q: 3 clusters Score -3636934 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -3636981.750000 Penalty: 5115.352539
	Iteration 20F: 3 clusters Score -3636982 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -3637023.250000 Penalty: 5115.352539
	Iteration 21Q: 3 clusters Score -3637023 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -3637061.750000 Penalty: 5115.352539
	Iteration 22Q: 3 clusters Score -3637062 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -3637104.500000 Penalty: 5115.352539
	Iteration 23Q: 3 clusters Score -3637104 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -3637123.000000 Penalty: 5115.352539
	Iteration 24Q: 3 clusters Score -3637123 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -3637147.250000 Penalty: 5115.352539
	Iteration 25Q: 3 clusters Score -3637147 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -3637160.250000 Penalty: 5115.352539
	Iteration 26Q: 3 clusters Score -3637160 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -3637183.500000 Penalty: 5115.352539
	Iteration 27Q: 3 clusters Score -3637184 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -3637200.250000 Penalty: 5115.352539
	Iteration 28Q: 3 clusters Score -3637200 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -3637215.500000 Penalty: 5115.352539
	Iteration 29Q: 3 clusters Score -3637216 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -3637244.750000 Penalty: 5115.352539
	Iteration 30Q: 3 clusters Score -3637245 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -3637254.250000 Penalty: 5115.352539
	Iteration 31Q: 3 clusters Score -3637254 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -3637266.500000 Penalty: 5115.352539
	Iteration 32Q: 3 clusters Score -3637266 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -3637278.750000 Penalty: 5115.352539
	Iteration 33Q: 3 clusters Score -3637279 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -3637295.500000 Penalty: 5115.352539
	Iteration 34Q: 3 clusters Score -3637296 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -3637312.750000 Penalty: 5115.352539
	Iteration 35Q: 3 clusters Score -3637313 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -3637331.000000 Penalty: 5115.352539
	Iteration 36Q: 3 clusters Score -3637331 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -3637351.250000 Penalty: 5115.352539
	Iteration 37Q: 3 clusters Score -3637351 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -3637381.500000 Penalty: 5115.352539
	Iteration 38Q: 3 clusters Score -3637382 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -3637389.250000 Penalty: 5115.352539
	Iteration 39Q: 3 clusters Score -3637389 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -3637412.750000 Penalty: 5115.352539
	Iteration 40F: 3 clusters Score -3637413 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -3637422.750000 Penalty: 5115.352539
	Iteration 41Q: 3 clusters Score -3637423 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -3637438.500000 Penalty: 5115.352539
	Iteration 42Q: 3 clusters Score -3637438 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -3637450.000000 Penalty: 5115.352539
	Iteration 43Q: 3 clusters Score -3637450 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -3637462.000000 Penalty: 5115.352539
	Iteration 44Q: 3 clusters Score -3637462 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -3637469.250000 Penalty: 5115.352539
	Iteration 45Q: 3 clusters Score -3637469 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -3637485.500000 Penalty: 5115.352539
	Iteration 46Q: 3 clusters Score -3637486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -3637492.250000 Penalty: 5115.352539
	Iteration 47Q: 3 clusters Score -3637492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -3637495.250000 Penalty: 5115.352539
	Iteration 48Q: 3 clusters Score -3637495 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -3637505.000000 Penalty: 5115.352539
	Iteration 49Q: 3 clusters Score -3637505 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -3637519.750000 Penalty: 5115.352539
	Iteration 50Q: 3 clusters Score -3637520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -3637517.750000 Penalty: 5115.352539
	Iteration 51Q: 3 clusters Score -3637518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -3637519.750000 Penalty: 5115.352539
	Iteration 52Q: 3 clusters Score -3637520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -3637528.000000 Penalty: 5115.352539
	Iteration 53Q: 3 clusters Score -3637528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -3637539.250000 Penalty: 5115.352539
	Iteration 54Q: 3 clusters Score -3637539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -3637539.500000 Penalty: 5115.352539
	Iteration 55Q: 3 clusters Score -3637540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -3637549.500000 Penalty: 5115.352539
	Iteration 56Q: 3 clusters Score -3637550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -3637548.250000 Penalty: 5115.352539
	Iteration 57Q: 3 clusters Score -3637548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -3637548.000000 Penalty: 5115.352539
	Iteration 58Q: 3 clusters Score -3637548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -3637553.500000 Penalty: 5115.352539
	Iteration 59Q: 3 clusters Score -3637554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -3637549.500000 Penalty: 5115.352539
	Iteration 60F: 3 clusters Score -3637550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -3637550.500000 Penalty: 5115.352539
	Iteration 61Q: 3 clusters Score -3637550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -3637552.000000 Penalty: 5115.352539
	Iteration 62Q: 3 clusters Score -3637552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -3637557.500000 Penalty: 5115.352539
	Iteration 63Q: 3 clusters Score -3637558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -3637557.500000 Penalty: 5115.352539
	Iteration 64Q: 3 clusters Score -3637558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -3637560.000000 Penalty: 5115.352539
	Iteration 65Q: 3 clusters Score -3637560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -3637558.750000 Penalty: 5115.352539
	Iteration 66Q: 3 clusters Score -3637559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -3637559.750000 Penalty: 5115.352539
	Iteration 67Q: 3 clusters Score -3637560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -3637562.500000 Penalty: 5115.352539
	Iteration 68Q: 3 clusters Score -3637562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -3637558.750000 Penalty: 5115.352539
	Iteration 69Q: 3 clusters Score -3637559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -3637560.500000 Penalty: 5115.352539
	Iteration 70Q: 3 clusters Score -3637560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -3637559.000000 Penalty: 5115.352539
	Iteration 71Q: 3 clusters Score -3637559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -3637558.750000 Penalty: 5115.352539
	Iteration 72Q: 3 clusters Score -3637559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -3637563.500000 Penalty: 5115.352539
	Iteration 73Q: 3 clusters Score -3637564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -3637564.000000 Penalty: 5115.352539
	Iteration 74Q: 3 clusters Score -3637564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -3637564.750000 Penalty: 5115.352539
	Iteration 75Q: 3 clusters Score -3637565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -3637567.750000 Penalty: 5115.352539
	Iteration 76Q: 3 clusters Score -3637568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -3637562.750000 Penalty: 5115.352539
	Iteration 77Q: 3 clusters Score -3637563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -3637570.250000 Penalty: 5115.352539
	Iteration 78Q: 3 clusters Score -3637570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -3637572.750000 Penalty: 5115.352539
	Iteration 79Q: 3 clusters Score -3637573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -3637577.000000 Penalty: 5115.352539
	Iteration 80F: 3 clusters Score -3637577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -3637575.500000 Penalty: 5115.352539
	Iteration 81Q: 3 clusters Score -3637576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -3637579.000000 Penalty: 5115.352539
	Iteration 82Q: 3 clusters Score -3637579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -3637576.500000 Penalty: 5115.352539
	Iteration 83Q: 3 clusters Score -3637576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -3637580.750000 Penalty: 5115.352539
	Iteration 84Q: 3 clusters Score -3637581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -3637582.250000 Penalty: 5115.352539
	Iteration 85Q: 3 clusters Score -3637582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -3637580.750000 Penalty: 5115.352539
	Iteration 86Q: 3 clusters Score -3637581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -3637585.500000 Penalty: 5115.352539
	Iteration 87Q: 3 clusters Score -3637586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -3637585.250000 Penalty: 5115.352539
	Iteration 88Q: 3 clusters Score -3637585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -3637597.500000 Penalty: 5115.352539
	Iteration 89Q: 3 clusters Score -3637598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -3637591.250000 Penalty: 5115.352539
	Iteration 90Q: 3 clusters Score -3637591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -3637590.000000 Penalty: 5115.352539
	Iteration 91Q: 3 clusters Score -3637590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -3637590.000000 Penalty: 5115.352539
	Iteration 92Q: 3 clusters Score -3637590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -3637584.500000 Penalty: 5115.352539
	Iteration 93Q: 3 clusters Score -3637584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -3637587.250000 Penalty: 5115.352539
	Iteration 94Q: 3 clusters Score -3637587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -3637586.500000 Penalty: 5115.352539
	Iteration 95Q: 3 clusters Score -3637586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -3637588.750000 Penalty: 5115.352539
	Iteration 96Q: 3 clusters Score -3637589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -3637587.250000 Penalty: 5115.352539
	Iteration 97Q: 3 clusters Score -3637587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -3637587.750000 Penalty: 5115.352539
	Iteration 98Q: 3 clusters Score -3637588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -3637592.250000 Penalty: 5115.352539
	Iteration 99Q: 3 clusters Score -3637592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -3637594.750000 Penalty: 5115.352539
	Iteration 100F: 3 clusters Score -3637595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -3637592.750000 Penalty: 5115.352539
	Iteration 101Q: 3 clusters Score -3637593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -3637588.750000 Penalty: 5115.352539
	Iteration 102Q: 3 clusters Score -3637589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -3637594.250000 Penalty: 5115.352539
	Iteration 103Q: 3 clusters Score -3637594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -3637595.250000 Penalty: 5115.352539
	Iteration 104Q: 3 clusters Score -3637595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -3637590.250000 Penalty: 5115.352539
	Iteration 105Q: 3 clusters Score -3637590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -3637594.500000 Penalty: 5115.352539
	Iteration 106Q: 3 clusters Score -3637594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -3637599.500000 Penalty: 5115.352539
	Iteration 107Q: 3 clusters Score -3637600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -3637596.750000 Penalty: 5115.352539
	Iteration 108Q: 3 clusters Score -3637597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -3637600.750000 Penalty: 5115.352539
	Iteration 109Q: 3 clusters Score -3637601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -3637603.250000 Penalty: 5115.352539
	Iteration 110Q: 3 clusters Score -3637603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -3637606.250000 Penalty: 5115.352539
	Iteration 111Q: 3 clusters Score -3637606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -3637605.750000 Penalty: 5115.352539
	Iteration 112Q: 3 clusters Score -3637606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -3637606.250000 Penalty: 5115.352539
	Iteration 113Q: 3 clusters Score -3637606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -3637611.250000 Penalty: 5115.352539
	Iteration 114Q: 3 clusters Score -3637611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -3637615.750000 Penalty: 5115.352539
	Iteration 115Q: 3 clusters Score -3637616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -3637616.000000 Penalty: 5115.352539
	Iteration 116Q: 3 clusters Score -3637616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -3637618.500000 Penalty: 5115.352539
	Iteration 117Q: 3 clusters Score -3637618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -3637612.750000 Penalty: 5115.352539
	Iteration 118Q: 3 clusters Score -3637613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -3637616.750000 Penalty: 5115.352539
	Iteration 119Q: 3 clusters Score -3637617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -3637616.500000 Penalty: 5115.352539
	Iteration 120F: 3 clusters Score -3637616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -3637618.750000 Penalty: 5115.352539
	Iteration 121Q: 3 clusters Score -3637619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -3637616.750000 Penalty: 5115.352539
	Iteration 122Q: 3 clusters Score -3637617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -3637618.250000 Penalty: 5115.352539
	Iteration 123Q: 3 clusters Score -3637618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -3637620.000000 Penalty: 5115.352539
	Iteration 124Q: 3 clusters Score -3637620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -3637621.750000 Penalty: 5115.352539
	Iteration 125Q: 3 clusters Score -3637622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -3637623.000000 Penalty: 5115.352539
	Iteration 126Q: 3 clusters Score -3637623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -3637623.750000 Penalty: 5115.352539
	Iteration 127Q: 3 clusters Score -3637624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -3637623.750000 Penalty: 5115.352539
	Iteration 128F: 3 clusters Score -3637624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Entering Unmasked Estep 
Score: -437165.281250 Penalty: 2032.031860
	Iteration 0F: 2 clusters Score -437165.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -433513.968750 Penalty: 4064.063721
	Iteration 0F: 3 clusters Score -433514 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -434256.562500 Penalty: 4064.063721
	Iteration 1F: 3 clusters Score -434256.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -434429.218750 Penalty: 4064.063721
	Iteration 2F: 3 clusters Score -434429.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -434520.750000 Penalty: 4064.063721
	Iteration 3Q: 3 clusters Score -434520.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -434571.468750 Penalty: 4064.063721
	Iteration 4Q: 3 clusters Score -434571.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -434613.937500 Penalty: 4064.063721
	Iteration 5Q: 3 clusters Score -434613.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -434648.468750 Penalty: 4064.063721
	Iteration 6Q: 3 clusters Score -434648.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -434678.687500 Penalty: 4064.063721
	Iteration 7Q: 3 clusters Score -434678.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -434705.125000 Penalty: 4064.063721
	Iteration 8Q: 3 clusters Score -434705.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -434739.125000 Penalty: 4064.063721
	Iteration 9Q: 3 clusters Score -434739.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -434784.625000 Penalty: 4064.063721
	Iteration 10Q: 3 clusters Score -434784.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -434828.093750 Penalty: 4064.063721
	Iteration 11Q: 3 clusters Score -434828.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -434873.000000 Penalty: 4064.063721
	Iteration 12Q: 3 clusters Score -434873 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -434942.531250 Penalty: 4064.063721
	Iteration 13Q: 3 clusters Score -434942.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -435011.625000 Penalty: 4064.063721
	Iteration 14Q: 3 clusters Score -435011.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -435092.687500 Penalty: 4064.063721
	Iteration 15Q: 3 clusters Score -435092.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -435177.343750 Penalty: 4064.063721
	Iteration 16Q: 3 clusters Score -435177.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -435274.937500 Penalty: 4064.063721
	Iteration 17Q: 3 clusters Score -435274.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -435368.062500 Penalty: 4064.063721
	Iteration 18Q: 3 clusters Score -435368.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -435450.625000 Penalty: 4064.063721
	Iteration 19Q: 3 clusters Score -435450.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -435511.500000 Penalty: 4064.063721
	Iteration 20F: 3 clusters Score -435511.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -435559.187500 Penalty: 4064.063721
	Iteration 21Q: 3 clusters Score -435559.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -435601.031250 Penalty: 4064.063721
	Iteration 22Q: 3 clusters Score -435601 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -435633.031250 Penalty: 4064.063721
	Iteration 23Q: 3 clusters Score -435633 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -435661.843750 Penalty: 4064.063721
	Iteration 24Q: 3 clusters Score -435661.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -435689.000000 Penalty: 4064.063721
	Iteration 25Q: 3 clusters Score -435689 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -435716.468750 Penalty: 4064.063721
	Iteration 26Q: 3 clusters Score -435716.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -435748.156250 Penalty: 4064.063721
	Iteration 27Q: 3 clusters Score -435748.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -435764.843750 Penalty: 4064.063721
	Iteration 28Q: 3 clusters Score -435764.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -435780.625000 Penalty: 4064.063721
	Iteration 29Q: 3 clusters Score -435780.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -435796.687500 Penalty: 4064.063721
	Iteration 30Q: 3 clusters Score -435796.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -435813.093750 Penalty: 4064.063721
	Iteration 31Q: 3 clusters Score -435813.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -435826.718750 Penalty: 4064.063721
	Iteration 32Q: 3 clusters Score -435826.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -435838.312500 Penalty: 4064.063721
	Iteration 33Q: 3 clusters Score -435838.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -435848.250000 Penalty: 4064.063721
	Iteration 34Q: 3 clusters Score -435848.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -435857.125000 Penalty: 4064.063721
	Iteration 35Q: 3 clusters Score -435857.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -435869.375000 Penalty: 4064.063721
	Iteration 36Q: 3 clusters Score -435869.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -435882.656250 Penalty: 4064.063721
	Iteration 37Q: 3 clusters Score -435882.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -435891.062500 Penalty: 4064.063721
	Iteration 38Q: 3 clusters Score -435891.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -435895.281250 Penalty: 4064.063721
	Iteration 39Q: 3 clusters Score -435895.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -435898.000000 Penalty: 4064.063721
	Iteration 40F: 3 clusters Score -435898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -435899.687500 Penalty: 4064.063721
	Iteration 41Q: 3 clusters Score -435899.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -435902.531250 Penalty: 4064.063721
	Iteration 42Q: 3 clusters Score -435902.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -435903.843750 Penalty: 4064.063721
	Iteration 43Q: 3 clusters Score -435903.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -435905.187500 Penalty: 4064.063721
	Iteration 44Q: 3 clusters Score -435905.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -435905.656250 Penalty: 4064.063721
	Iteration 45Q: 3 clusters Score -435905.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -435905.656250 Penalty: 4064.063721
	Iteration 46F: 3 clusters Score -435905.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -191609.031250 Penalty: 1832.918091
	Iteration 0F: 2 clusters Score -191609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -189238.609375 Penalty: 3665.836182
	Iteration 0F: 3 clusters Score -189238.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -189607.218750 Penalty: 3665.836182
	Iteration 1F: 3 clusters Score -189607.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -189727.796875 Penalty: 3665.836182
	Iteration 2F: 3 clusters Score -189727.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -189796.656250 Penalty: 3665.836182
	Iteration 3Q: 3 clusters Score -189796.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -189833.968750 Penalty: 3665.836182
	Iteration 4Q: 3 clusters Score -189834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -189868.750000 Penalty: 3665.836182
	Iteration 5Q: 3 clusters Score -189868.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -189904.968750 Penalty: 3665.836182
	Iteration 6Q: 3 clusters Score -189905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -189930.781250 Penalty: 3665.836182
	Iteration 7Q: 3 clusters Score -189930.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -189941.734375 Penalty: 3665.836182
	Iteration 8Q: 3 clusters Score -189941.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -189949.343750 Penalty: 3665.836182
	Iteration 9Q: 3 clusters Score -189949.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -189953.625000 Penalty: 3665.836182
	Iteration 10Q: 3 clusters Score -189953.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -189956.140625 Penalty: 3665.836182
	Iteration 11Q: 3 clusters Score -189956.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -189958.531250 Penalty: 3665.836182
	Iteration 12Q: 3 clusters Score -189958.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -189960.109375 Penalty: 3665.836182
	Iteration 13Q: 3 clusters Score -189960.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -189960.546875 Penalty: 3665.836182
	Iteration 14Q: 3 clusters Score -189960.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -189961.890625 Penalty: 3665.836182
	Iteration 15Q: 3 clusters Score -189961.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -189963.593750 Penalty: 3665.836182
	Iteration 16Q: 3 clusters Score -189963.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -189963.593750 Penalty: 3665.836182
	Iteration 17F: 3 clusters Score -189963.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Entering Unmasked Estep 
Score: -174021.500000 Penalty: 1834.443359
	Iteration 0F: 2 clusters Score -174021.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -171663.812500 Penalty: 3668.886719
	Iteration 0F: 3 clusters Score -171663.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -172178.468750 Penalty: 3668.886719
	Iteration 1F: 3 clusters Score -172178.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -172466.281250 Penalty: 3668.886719
	Iteration 2F: 3 clusters Score -172466.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -173005.765625 Penalty: 3668.886719
	Iteration 3F: 3 clusters Score -173005.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -173237.265625 Penalty: 3668.886719
	Iteration 4F: 3 clusters Score -173237.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -173394.093750 Penalty: 3668.886719
	Iteration 5F: 3 clusters Score -173394.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -173514.656250 Penalty: 3668.886719
	Iteration 6Q: 3 clusters Score -173514.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -173600.281250 Penalty: 3668.886719
	Iteration 7Q: 3 clusters Score -173600.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -173669.000000 Penalty: 3668.886719
	Iteration 8Q: 3 clusters Score -173669 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -173728.906250 Penalty: 3668.886719
	Iteration 9Q: 3 clusters Score -173728.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -173778.359375 Penalty: 3668.886719
	Iteration 10Q: 3 clusters Score -173778.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -173814.390625 Penalty: 3668.886719
	Iteration 11Q: 3 clusters Score -173814.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -173844.734375 Penalty: 3668.886719
	Iteration 12Q: 3 clusters Score -173844.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -173872.218750 Penalty: 3668.886719
	Iteration 13Q: 3 clusters Score -173872.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -173894.687500 Penalty: 3668.886719
	Iteration 14Q: 3 clusters Score -173894.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -173904.671875 Penalty: 3668.886719
	Iteration 15Q: 3 clusters Score -173904.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -173911.640625 Penalty: 3668.886719
	Iteration 16Q: 3 clusters Score -173911.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -173921.000000 Penalty: 3668.886719
	Iteration 17Q: 3 clusters Score -173921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -173935.000000 Penalty: 3668.886719
	Iteration 18Q: 3 clusters Score -173935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -173948.515625 Penalty: 3668.886719
	Iteration 19Q: 3 clusters Score -173948.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -173957.843750 Penalty: 3668.886719
	Iteration 20F: 3 clusters Score -173957.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -173962.609375 Penalty: 3668.886719
	Iteration 21Q: 3 clusters Score -173962.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -173971.406250 Penalty: 3668.886719
	Iteration 22Q: 3 clusters Score -173971.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -173974.281250 Penalty: 3668.886719
	Iteration 23Q: 3 clusters Score -173974.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -173975.125000 Penalty: 3668.886719
	Iteration 24Q: 3 clusters Score -173975.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -173975.125000 Penalty: 3668.886719
	Iteration 25F: 3 clusters Score -173975.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Entering Unmasked Estep 
Score: -167602.578125 Penalty: 1806.805664
	Iteration 0F: 2 clusters Score -167602.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -165368.375000 Penalty: 3613.611328
	Iteration 0F: 3 clusters Score -165368.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -165678.578125 Penalty: 3613.611328
	Iteration 1F: 3 clusters Score -165678.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -165768.968750 Penalty: 3613.611328
	Iteration 2F: 3 clusters Score -165769 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -165813.546875 Penalty: 3613.611328
	Iteration 3Q: 3 clusters Score -165813.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -165853.781250 Penalty: 3613.611328
	Iteration 4Q: 3 clusters Score -165853.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -165878.390625 Penalty: 3613.611328
	Iteration 5Q: 3 clusters Score -165878.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -165891.000000 Penalty: 3613.611328
	Iteration 6Q: 3 clusters Score -165891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -165908.703125 Penalty: 3613.611328
	Iteration 7Q: 3 clusters Score -165908.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -165918.250000 Penalty: 3613.611328
	Iteration 8Q: 3 clusters Score -165918.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -165927.046875 Penalty: 3613.611328
	Iteration 9Q: 3 clusters Score -165927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -165938.671875 Penalty: 3613.611328
	Iteration 10Q: 3 clusters Score -165938.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -165948.203125 Penalty: 3613.611328
	Iteration 11Q: 3 clusters Score -165948.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -165951.453125 Penalty: 3613.611328
	Iteration 12Q: 3 clusters Score -165951.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -165954.593750 Penalty: 3613.611328
	Iteration 13Q: 3 clusters Score -165954.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -165956.421875 Penalty: 3613.611328
	Iteration 14Q: 3 clusters Score -165956.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -165958.656250 Penalty: 3613.611328
	Iteration 15Q: 3 clusters Score -165958.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -165959.437500 Penalty: 3613.611328
	Iteration 16Q: 3 clusters Score -165959.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -165959.859375 Penalty: 3613.611328
	Iteration 17Q: 3 clusters Score -165959.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -165960.812500 Penalty: 3613.611328
	Iteration 18Q: 3 clusters Score -165960.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -165963.046875 Penalty: 3613.611328
	Iteration 19Q: 3 clusters Score -165963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -165968.484375 Penalty: 3613.611328
	Iteration 20F: 3 clusters Score -165968.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -165970.171875 Penalty: 3613.611328
	Iteration 21Q: 3 clusters Score -165970.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -165971.859375 Penalty: 3613.611328
	Iteration 22Q: 3 clusters Score -165971.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -165973.296875 Penalty: 3613.611328
	Iteration 23Q: 3 clusters Score -165973.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -165974.703125 Penalty: 3613.611328
	Iteration 24Q: 3 clusters Score -165974.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -165975.421875 Penalty: 3613.611328
	Iteration 25Q: 3 clusters Score -165975.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -165976.984375 Penalty: 3613.611328
	Iteration 26Q: 3 clusters Score -165977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -165977.218750 Penalty: 3613.611328
	Iteration 27Q: 3 clusters Score -165977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -165979.046875 Penalty: 3613.611328
	Iteration 28Q: 3 clusters Score -165979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -165979.046875 Penalty: 3613.611328
	Iteration 29F: 3 clusters Score -165979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Entering Unmasked Estep 
Score: -824531.812500 Penalty: 2186.653076
	Iteration 0F: 2 clusters Score -824531.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -818931.187500 Penalty: 4373.306152
	Iteration 0F: 3 clusters Score -818931.2 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -820327.562500 Penalty: 4373.306152
	Iteration 1F: 3 clusters Score -820327.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -820530.437500 Penalty: 4373.306152
	Iteration 2F: 3 clusters Score -820530.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -820670.000000 Penalty: 4373.306152
	Iteration 3Q: 3 clusters Score -820670 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -820764.875000 Penalty: 4373.306152
	Iteration 4Q: 3 clusters Score -820764.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -820832.375000 Penalty: 4373.306152
	Iteration 5Q: 3 clusters Score -820832.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -820893.375000 Penalty: 4373.306152
	Iteration 6Q: 3 clusters Score -820893.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -820948.125000 Penalty: 4373.306152
	Iteration 7Q: 3 clusters Score -820948.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -820992.125000 Penalty: 4373.306152
	Iteration 8Q: 3 clusters Score -820992.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -821038.062500 Penalty: 4373.306152
	Iteration 9Q: 3 clusters Score -821038.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -821084.375000 Penalty: 4373.306152
	Iteration 10Q: 3 clusters Score -821084.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -821133.437500 Penalty: 4373.306152
	Iteration 11Q: 3 clusters Score -821133.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -821187.625000 Penalty: 4373.306152
	Iteration 12Q: 3 clusters Score -821187.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -821248.812500 Penalty: 4373.306152
	Iteration 13Q: 3 clusters Score -821248.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -821333.312500 Penalty: 4373.306152
	Iteration 14Q: 3 clusters Score -821333.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -821441.000000 Penalty: 4373.306152
	Iteration 15Q: 3 clusters Score -821441 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -821554.625000 Penalty: 4373.306152
	Iteration 16Q: 3 clusters Score -821554.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -821683.437500 Penalty: 4373.306152
	Iteration 17Q: 3 clusters Score -821683.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -821815.375000 Penalty: 4373.306152
	Iteration 18Q: 3 clusters Score -821815.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -821942.937500 Penalty: 4373.306152
	Iteration 19Q: 3 clusters Score -821942.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -822058.500000 Penalty: 4373.306152
	Iteration 20F: 3 clusters Score -822058.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -822154.687500 Penalty: 4373.306152
	Iteration 21Q: 3 clusters Score -822154.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -822243.312500 Penalty: 4373.306152
	Iteration 22Q: 3 clusters Score -822243.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -822327.875000 Penalty: 4373.306152
	Iteration 23Q: 3 clusters Score -822327.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -822384.500000 Penalty: 4373.306152
	Iteration 24Q: 3 clusters Score -822384.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -822438.437500 Penalty: 4373.306152
	Iteration 25Q: 3 clusters Score -822438.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -822481.562500 Penalty: 4373.306152
	Iteration 26Q: 3 clusters Score -822481.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -822508.375000 Penalty: 4373.306152
	Iteration 27Q: 3 clusters Score -822508.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -822532.312500 Penalty: 4373.306152
	Iteration 28Q: 3 clusters Score -822532.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -822551.000000 Penalty: 4373.306152
	Iteration 29Q: 3 clusters Score -822551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -822568.187500 Penalty: 4373.306152
	Iteration 30Q: 3 clusters Score -822568.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -822582.750000 Penalty: 4373.306152
	Iteration 31Q: 3 clusters Score -822582.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -822605.937500 Penalty: 4373.306152
	Iteration 32Q: 3 clusters Score -822605.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -822614.437500 Penalty: 4373.306152
	Iteration 33Q: 3 clusters Score -822614.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -822629.312500 Penalty: 4373.306152
	Iteration 34Q: 3 clusters Score -822629.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -822635.500000 Penalty: 4373.306152
	Iteration 35Q: 3 clusters Score -822635.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -822641.000000 Penalty: 4373.306152
	Iteration 36Q: 3 clusters Score -822641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -822641.875000 Penalty: 4373.306152
	Iteration 37Q: 3 clusters Score -822641.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -822641.875000 Penalty: 4373.306152
	Iteration 38F: 3 clusters Score -822641.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Entering Unmasked Estep 
Score: -3709675.000000 Penalty: 2562.429443
	Iteration 0F: 2 clusters Score -3709675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3688760.250000 Penalty: 5124.858887
	Iteration 0F: 3 clusters Score -3688760 nChanged 13666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -3696179.250000 Penalty: 5124.858887
	Iteration 1F: 3 clusters Score -3696179 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -3696686.500000 Penalty: 5124.858887
	Iteration 2Q: 3 clusters Score -3696686 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -3697142.250000 Penalty: 5124.858887
	Iteration 3Q: 3 clusters Score -3697142 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -3697666.250000 Penalty: 5124.858887
	Iteration 4Q: 3 clusters Score -3697666 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -3698305.250000 Penalty: 5124.858887
	Iteration 5Q: 3 clusters Score -3698305 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -3699258.750000 Penalty: 5124.858887
	Iteration 6F: 3 clusters Score -3699259 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -3700486.000000 Penalty: 5124.858887
	Iteration 7F: 3 clusters Score -3700486 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -3702001.750000 Penalty: 5124.858887
	Iteration 8F: 3 clusters Score -3702002 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -3703682.000000 Penalty: 5124.858887
	Iteration 9F: 3 clusters Score -3703682 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -3705001.500000 Penalty: 5124.858887
	Iteration 10F: 3 clusters Score -3705002 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -3705658.750000 Penalty: 5124.858887
	Iteration 11Q: 3 clusters Score -3705659 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -3705962.750000 Penalty: 5124.858887
	Iteration 12Q: 3 clusters Score -3705963 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -3706110.500000 Penalty: 5124.858887
	Iteration 13Q: 3 clusters Score -3706110 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -3706235.250000 Penalty: 5124.858887
	Iteration 14Q: 3 clusters Score -3706235 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -3706339.500000 Penalty: 5124.858887
	Iteration 15Q: 3 clusters Score -3706340 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -3706419.750000 Penalty: 5124.858887
	Iteration 16Q: 3 clusters Score -3706420 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -3706482.500000 Penalty: 5124.858887
	Iteration 17Q: 3 clusters Score -3706482 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -3706566.000000 Penalty: 5124.858887
	Iteration 18Q: 3 clusters Score -3706566 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -3706622.500000 Penalty: 5124.858887
	Iteration 19Q: 3 clusters Score -3706622 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -3706661.250000 Penalty: 5124.858887
	Iteration 20F: 3 clusters Score -3706661 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -3706707.750000 Penalty: 5124.858887
	Iteration 21Q: 3 clusters Score -3706708 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -3706755.250000 Penalty: 5124.858887
	Iteration 22Q: 3 clusters Score -3706755 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -3706799.250000 Penalty: 5124.858887
	Iteration 23Q: 3 clusters Score -3706799 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -3706838.000000 Penalty: 5124.858887
	Iteration 24Q: 3 clusters Score -3706838 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -3706875.500000 Penalty: 5124.858887
	Iteration 25Q: 3 clusters Score -3706876 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -3706911.500000 Penalty: 5124.858887
	Iteration 26Q: 3 clusters Score -3706912 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -3706934.000000 Penalty: 5124.858887
	Iteration 27Q: 3 clusters Score -3706934 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -3706959.750000 Penalty: 5124.858887
	Iteration 28Q: 3 clusters Score -3706960 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3707005.500000 Penalty: 5124.858887
	Iteration 29Q: 3 clusters Score -3707006 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -3707045.250000 Penalty: 5124.858887
	Iteration 30Q: 3 clusters Score -3707045 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -3707067.500000 Penalty: 5124.858887
	Iteration 31Q: 3 clusters Score -3707068 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -3707088.500000 Penalty: 5124.858887
	Iteration 32Q: 3 clusters Score -3707088 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -3707114.250000 Penalty: 5124.858887
	Iteration 33Q: 3 clusters Score -3707114 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -3707151.750000 Penalty: 5124.858887
	Iteration 34Q: 3 clusters Score -3707152 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -3707238.500000 Penalty: 5124.858887
	Iteration 35Q: 3 clusters Score -3707238 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -3707381.000000 Penalty: 5124.858887
	Iteration 36Q: 3 clusters Score -3707381 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -3707590.750000 Penalty: 5124.858887
	Iteration 37Q: 3 clusters Score -3707591 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -3707897.500000 Penalty: 5124.858887
	Iteration 38Q: 3 clusters Score -3707898 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -3708160.000000 Penalty: 5124.858887
	Iteration 39Q: 3 clusters Score -3708160 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -3708300.000000 Penalty: 5124.858887
	Iteration 40F: 3 clusters Score -3708300 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -3708366.500000 Penalty: 5124.858887
	Iteration 41Q: 3 clusters Score -3708366 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -3708398.250000 Penalty: 5124.858887
	Iteration 42Q: 3 clusters Score -3708398 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -3708410.250000 Penalty: 5124.858887
	Iteration 43Q: 3 clusters Score -3708410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -3708417.500000 Penalty: 5124.858887
	Iteration 44Q: 3 clusters Score -3708418 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -3708424.000000 Penalty: 5124.858887
	Iteration 45Q: 3 clusters Score -3708424 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -3708422.750000 Penalty: 5124.858887
	Iteration 46Q: 3 clusters Score -3708423 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -3708424.250000 Penalty: 5124.858887
	Iteration 47Q: 3 clusters Score -3708424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -3708432.500000 Penalty: 5124.858887
	Iteration 48Q: 3 clusters Score -3708432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -3708441.250000 Penalty: 5124.858887
	Iteration 49Q: 3 clusters Score -3708441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -3708440.500000 Penalty: 5124.858887
	Iteration 50Q: 3 clusters Score -3708440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -3708446.500000 Penalty: 5124.858887
	Iteration 51Q: 3 clusters Score -3708446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -3708445.250000 Penalty: 5124.858887
	Iteration 52Q: 3 clusters Score -3708445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -3708450.750000 Penalty: 5124.858887
	Iteration 53Q: 3 clusters Score -3708451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -3708459.000000 Penalty: 5124.858887
	Iteration 54Q: 3 clusters Score -3708459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -3708448.250000 Penalty: 5124.858887
	Iteration 55Q: 3 clusters Score -3708448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -3708455.000000 Penalty: 5124.858887
	Iteration 56Q: 3 clusters Score -3708455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -3708450.250000 Penalty: 5124.858887
	Iteration 57Q: 3 clusters Score -3708450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -3708452.500000 Penalty: 5124.858887
	Iteration 58Q: 3 clusters Score -3708452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -3708452.000000 Penalty: 5124.858887
	Iteration 59Q: 3 clusters Score -3708452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -3708456.000000 Penalty: 5124.858887
	Iteration 60F: 3 clusters Score -3708456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -67478.171875 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -67478.17 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 292 members 
Entering Unmasked Estep 
Score: -65856.898438 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -65856.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66052.617188 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -66052.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -66106.062500 Penalty: 3154.348633
	Iteration 2Q: 3 clusters Score -66106.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66124.945312 Penalty: 3154.348633
	Iteration 3Q: 3 clusters Score -66124.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66134.125000 Penalty: 3154.348633
	Iteration 4Q: 3 clusters Score -66134.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66134.726562 Penalty: 3154.348633
	Iteration 5Q: 3 clusters Score -66134.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66134.726562 Penalty: 3154.348633
	Iteration 6F: 3 clusters Score -66134.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (150048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150048 members 
Entering Unmasked Estep 
Score: -17902468.000000 Penalty: 2955.840332
	Iteration 0F: 2 clusters Score -1.790247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74962 members 
Mstep: Class 2 contains 75086 members 
Entering Unmasked Estep 
Score: -17803902.000000 Penalty: 5911.680664
	Iteration 0F: 3 clusters Score -1.78039e+07 nChanged 71657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75137 members 
Mstep: Class 2 contains 74911 members 
Entering Unmasked Estep 
Score: -17845874.000000 Penalty: 5911.680664
	Iteration 1F: 3 clusters Score -1.784587e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75064 members 
Mstep: Class 2 contains 74984 members 
Entering Unmasked Estep 
Score: -17847368.000000 Penalty: 5911.680664
	Iteration 2Q: 3 clusters Score -1.784737e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74941 members 
Mstep: Class 2 contains 75107 members 
Entering Unmasked Estep 
Score: -17849002.000000 Penalty: 5911.680664
	Iteration 3Q: 3 clusters Score -1.7849e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74972 members 
Mstep: Class 2 contains 75076 members 
Entering Unmasked Estep 
Score: -17851558.000000 Penalty: 5911.680664
	Iteration 4Q: 3 clusters Score -1.785156e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75148 members 
Mstep: Class 2 contains 74900 members 
Entering Unmasked Estep 
Score: -17854760.000000 Penalty: 5911.680664
	Iteration 5Q: 3 clusters Score -1.785476e+07 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75728 members 
Mstep: Class 2 contains 74320 members 
Entering Unmasked Estep 
Score: -17859182.000000 Penalty: 5911.680664
	Iteration 6F: 3 clusters Score -1.785918e+07 nChanged 8952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76952 members 
Mstep: Class 2 contains 73096 members 
Entering Unmasked Estep 
Score: -17865006.000000 Penalty: 5911.680664
	Iteration 7F: 3 clusters Score -1.786501e+07 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78902 members 
Mstep: Class 2 contains 71146 members 
Entering Unmasked Estep 
Score: -17871846.000000 Penalty: 5911.680664
	Iteration 8F: 3 clusters Score -1.787185e+07 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81074 members 
Mstep: Class 2 contains 68974 members 
Entering Unmasked Estep 
Score: -17877614.000000 Penalty: 5911.680664
	Iteration 9F: 3 clusters Score -1.787761e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83025 members 
Mstep: Class 2 contains 67023 members 
Entering Unmasked Estep 
Score: -17880656.000000 Penalty: 5911.680664
	Iteration 10Q: 3 clusters Score -1.788066e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84712 members 
Mstep: Class 2 contains 65336 members 
Entering Unmasked Estep 
Score: -17882242.000000 Penalty: 5911.680664
	Iteration 11Q: 3 clusters Score -1.788224e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86379 members 
Mstep: Class 2 contains 63669 members 
Entering Unmasked Estep 
Score: -17883160.000000 Penalty: 5911.680664
	Iteration 12Q: 3 clusters Score -1.788316e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88050 members 
Mstep: Class 2 contains 61998 members 
Entering Unmasked Estep 
Score: -17883774.000000 Penalty: 5911.680664
	Iteration 13Q: 3 clusters Score -1.788377e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89750 members 
Mstep: Class 2 contains 60298 members 
Entering Unmasked Estep 
Score: -17884432.000000 Penalty: 5911.680664
	Iteration 14Q: 3 clusters Score -1.788443e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91534 members 
Mstep: Class 2 contains 58514 members 
Entering Unmasked Estep 
Score: -17884994.000000 Penalty: 5911.680664
	Iteration 15Q: 3 clusters Score -1.788499e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93486 members 
Mstep: Class 2 contains 56562 members 
Entering Unmasked Estep 
Score: -17885688.000000 Penalty: 5911.680664
	Iteration 16Q: 3 clusters Score -1.788569e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95447 members 
Mstep: Class 2 contains 54601 members 
Entering Unmasked Estep 
Score: -17886392.000000 Penalty: 5911.680664
	Iteration 17Q: 3 clusters Score -1.788639e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97489 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -17887202.000000 Penalty: 5911.680664
	Iteration 18Q: 3 clusters Score -1.78872e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99556 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -17888158.000000 Penalty: 5911.680664
	Iteration 19Q: 3 clusters Score -1.788816e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101643 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -17889064.000000 Penalty: 5911.680664
	Iteration 20F: 3 clusters Score -1.788906e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103756 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -17890050.000000 Penalty: 5911.680664
	Iteration 21Q: 3 clusters Score -1.789005e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105888 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -17890898.000000 Penalty: 5911.680664
	Iteration 22Q: 3 clusters Score -1.78909e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108025 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -17891734.000000 Penalty: 5911.680664
	Iteration 23Q: 3 clusters Score -1.789173e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110134 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -17892458.000000 Penalty: 5911.680664
	Iteration 24Q: 3 clusters Score -1.789246e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112190 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -17893080.000000 Penalty: 5911.680664
	Iteration 25Q: 3 clusters Score -1.789308e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114185 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -17893598.000000 Penalty: 5911.680664
	Iteration 26Q: 3 clusters Score -1.78936e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116140 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -17894042.000000 Penalty: 5911.680664
	Iteration 27Q: 3 clusters Score -1.789404e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118053 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -17894418.000000 Penalty: 5911.680664
	Iteration 28Q: 3 clusters Score -1.789442e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119888 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -17894794.000000 Penalty: 5911.680664
	Iteration 29Q: 3 clusters Score -1.789479e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121583 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -17895152.000000 Penalty: 5911.680664
	Iteration 30Q: 3 clusters Score -1.789515e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123191 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -17895500.000000 Penalty: 5911.680664
	Iteration 31Q: 3 clusters Score -1.78955e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124824 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -17895770.000000 Penalty: 5911.680664
	Iteration 32Q: 3 clusters Score -1.789577e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126346 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -17896012.000000 Penalty: 5911.680664
	Iteration 33Q: 3 clusters Score -1.789601e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127812 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -17896204.000000 Penalty: 5911.680664
	Iteration 34Q: 3 clusters Score -1.78962e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129200 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -17896506.000000 Penalty: 5911.680664
	Iteration 35Q: 3 clusters Score -1.789651e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130590 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -17896662.000000 Penalty: 5911.680664
	Iteration 36Q: 3 clusters Score -1.789666e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131954 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -17896918.000000 Penalty: 5911.680664
	Iteration 37Q: 3 clusters Score -1.789692e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133270 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -17897208.000000 Penalty: 5911.680664
	Iteration 38Q: 3 clusters Score -1.789721e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134483 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -17897458.000000 Penalty: 5911.680664
	Iteration 39Q: 3 clusters Score -1.789746e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135658 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -17897670.000000 Penalty: 5911.680664
	Iteration 40F: 3 clusters Score -1.789767e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136802 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -17897896.000000 Penalty: 5911.680664
	Iteration 41Q: 3 clusters Score -1.78979e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137849 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -17898144.000000 Penalty: 5911.680664
	Iteration 42Q: 3 clusters Score -1.789814e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138792 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -17898292.000000 Penalty: 5911.680664
	Iteration 43Q: 3 clusters Score -1.789829e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139628 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -17898430.000000 Penalty: 5911.680664
	Iteration 44Q: 3 clusters Score -1.789843e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140373 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -17898568.000000 Penalty: 5911.680664
	Iteration 45Q: 3 clusters Score -1.789857e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141080 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -17898800.000000 Penalty: 5911.680664
	Iteration 46Q: 3 clusters Score -1.78988e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141745 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -17898924.000000 Penalty: 5911.680664
	Iteration 47Q: 3 clusters Score -1.789892e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142347 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -17899026.000000 Penalty: 5911.680664
	Iteration 48Q: 3 clusters Score -1.789903e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142894 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -17899170.000000 Penalty: 5911.680664
	Iteration 49Q: 3 clusters Score -1.789917e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143447 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -17899286.000000 Penalty: 5911.680664
	Iteration 50Q: 3 clusters Score -1.789929e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143953 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -17899406.000000 Penalty: 5911.680664
	Iteration 51Q: 3 clusters Score -1.789941e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144430 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -17899524.000000 Penalty: 5911.680664
	Iteration 52Q: 3 clusters Score -1.789952e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144897 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -17899680.000000 Penalty: 5911.680664
	Iteration 53Q: 3 clusters Score -1.789968e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145336 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -17899780.000000 Penalty: 5911.680664
	Iteration 54Q: 3 clusters Score -1.789978e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145714 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -17899832.000000 Penalty: 5911.680664
	Iteration 55Q: 3 clusters Score -1.789983e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146052 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -17899914.000000 Penalty: 5911.680664
	Iteration 56Q: 3 clusters Score -1.789991e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146357 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -17899968.000000 Penalty: 5911.680664
	Iteration 57Q: 3 clusters Score -1.789997e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146656 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -17900076.000000 Penalty: 5911.680664
	Iteration 58Q: 3 clusters Score -1.790008e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146917 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -17900128.000000 Penalty: 5911.680664
	Iteration 59Q: 3 clusters Score -1.790013e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147165 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -17900258.000000 Penalty: 5911.680664
	Iteration 60F: 3 clusters Score -1.790026e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147377 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -17900292.000000 Penalty: 5911.680664
	Iteration 61Q: 3 clusters Score -1.790029e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147547 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -17900374.000000 Penalty: 5911.680664
	Iteration 62Q: 3 clusters Score -1.790037e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147680 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -17900394.000000 Penalty: 5911.680664
	Iteration 63Q: 3 clusters Score -1.790039e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147790 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -17900420.000000 Penalty: 5911.680664
	Iteration 64Q: 3 clusters Score -1.790042e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147866 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -17900416.000000 Penalty: 5911.680664
	Iteration 65Q: 3 clusters Score -1.790042e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147953 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -17900446.000000 Penalty: 5911.680664
	Iteration 66Q: 3 clusters Score -1.790045e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148027 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -17900464.000000 Penalty: 5911.680664
	Iteration 67Q: 3 clusters Score -1.790046e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148091 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -17900430.000000 Penalty: 5911.680664
	Iteration 68Q: 3 clusters Score -1.790043e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148151 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -17900442.000000 Penalty: 5911.680664
	Iteration 69Q: 3 clusters Score -1.790044e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148203 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -17900452.000000 Penalty: 5911.680664
	Iteration 70Q: 3 clusters Score -1.790045e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148244 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -17900476.000000 Penalty: 5911.680664
	Iteration 71Q: 3 clusters Score -1.790048e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148288 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -17900480.000000 Penalty: 5911.680664
	Iteration 72Q: 3 clusters Score -1.790048e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148321 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -17900504.000000 Penalty: 5911.680664
	Iteration 73Q: 3 clusters Score -1.79005e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148342 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -17900500.000000 Penalty: 5911.680664
	Iteration 74Q: 3 clusters Score -1.79005e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148364 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -17900476.000000 Penalty: 5911.680664
	Iteration 75Q: 3 clusters Score -1.790048e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148381 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -17900482.000000 Penalty: 5911.680664
	Iteration 76Q: 3 clusters Score -1.790048e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148398 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -17900500.000000 Penalty: 5911.680664
	Iteration 77Q: 3 clusters Score -1.79005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148407 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -17900492.000000 Penalty: 5911.680664
	Iteration 78Q: 3 clusters Score -1.790049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148418 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -17900482.000000 Penalty: 5911.680664
	Iteration 79Q: 3 clusters Score -1.790048e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148433 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -17900492.000000 Penalty: 5911.680664
	Iteration 80F: 3 clusters Score -1.790049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148442 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -17900482.000000 Penalty: 5911.680664
	Iteration 81Q: 3 clusters Score -1.790048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148446 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -17900494.000000 Penalty: 5911.680664
	Iteration 82Q: 3 clusters Score -1.790049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148447 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -17900496.000000 Penalty: 5911.680664
	Iteration 83Q: 3 clusters Score -1.79005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148447 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -17900496.000000 Penalty: 5911.680664
	Iteration 84F: 3 clusters Score -1.79005e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Entering Unmasked Estep 
Score: -4611672.000000 Penalty: 2624.185791
	Iteration 0F: 2 clusters Score -4611672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -4584979.000000 Penalty: 5248.371582
	Iteration 0F: 3 clusters Score -4584979 nChanged 17895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -4594924.500000 Penalty: 5248.371582
	Iteration 1F: 3 clusters Score -4594924 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -4595604.000000 Penalty: 5248.371582
	Iteration 2Q: 3 clusters Score -4595604 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -4596458.500000 Penalty: 5248.371582
	Iteration 3Q: 3 clusters Score -4596458 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -4597674.000000 Penalty: 5248.371582
	Iteration 4F: 3 clusters Score -4597674 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -4599642.500000 Penalty: 5248.371582
	Iteration 5F: 3 clusters Score -4599642 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -4602512.500000 Penalty: 5248.371582
	Iteration 6F: 3 clusters Score -4602512 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -4605712.500000 Penalty: 5248.371582
	Iteration 7F: 3 clusters Score -4605712 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -4607924.000000 Penalty: 5248.371582
	Iteration 8F: 3 clusters Score -4607924 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -4608857.500000 Penalty: 5248.371582
	Iteration 9Q: 3 clusters Score -4608858 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -4609175.000000 Penalty: 5248.371582
	Iteration 10Q: 3 clusters Score -4609175 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -4609326.000000 Penalty: 5248.371582
	Iteration 11Q: 3 clusters Score -4609326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -4609379.000000 Penalty: 5248.371582
	Iteration 12Q: 3 clusters Score -4609379 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -4609414.500000 Penalty: 5248.371582
	Iteration 13Q: 3 clusters Score -4609414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -4609431.000000 Penalty: 5248.371582
	Iteration 14Q: 3 clusters Score -4609431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -4609445.000000 Penalty: 5248.371582
	Iteration 15Q: 3 clusters Score -4609445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -4609445.500000 Penalty: 5248.371582
	Iteration 16Q: 3 clusters Score -4609446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -4609445.500000 Penalty: 5248.371582
	Iteration 17F: 3 clusters Score -4609446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Entering Unmasked Estep 
Score: -210713.703125 Penalty: 1862.179199
	Iteration 0F: 2 clusters Score -210713.7 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 910 members 
Entering Unmasked Estep 
Score: -208227.062500 Penalty: 3724.358398
	Iteration 0F: 3 clusters Score -208227.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -208668.343750 Penalty: 3724.358398
	Iteration 1F: 3 clusters Score -208668.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -208791.343750 Penalty: 3724.358398
	Iteration 2F: 3 clusters Score -208791.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -208859.515625 Penalty: 3724.358398
	Iteration 3Q: 3 clusters Score -208859.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -208916.328125 Penalty: 3724.358398
	Iteration 4Q: 3 clusters Score -208916.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -208966.375000 Penalty: 3724.358398
	Iteration 5Q: 3 clusters Score -208966.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -208997.546875 Penalty: 3724.358398
	Iteration 6Q: 3 clusters Score -208997.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -209018.562500 Penalty: 3724.358398
	Iteration 7Q: 3 clusters Score -209018.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -209034.906250 Penalty: 3724.358398
	Iteration 8Q: 3 clusters Score -209034.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -209053.671875 Penalty: 3724.358398
	Iteration 9Q: 3 clusters Score -209053.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -209071.625000 Penalty: 3724.358398
	Iteration 10Q: 3 clusters Score -209071.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -209088.171875 Penalty: 3724.358398
	Iteration 11Q: 3 clusters Score -209088.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -209112.187500 Penalty: 3724.358398
	Iteration 12Q: 3 clusters Score -209112.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -209137.328125 Penalty: 3724.358398
	Iteration 13Q: 3 clusters Score -209137.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -209167.843750 Penalty: 3724.358398
	Iteration 14Q: 3 clusters Score -209167.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -209191.890625 Penalty: 3724.358398
	Iteration 15Q: 3 clusters Score -209191.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -209230.203125 Penalty: 3724.358398
	Iteration 16Q: 3 clusters Score -209230.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -209276.937500 Penalty: 3724.358398
	Iteration 17Q: 3 clusters Score -209276.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -209342.781250 Penalty: 3724.358398
	Iteration 18Q: 3 clusters Score -209342.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -209404.281250 Penalty: 3724.358398
	Iteration 19Q: 3 clusters Score -209404.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -209461.031250 Penalty: 3724.358398
	Iteration 20F: 3 clusters Score -209461 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -209508.437500 Penalty: 3724.358398
	Iteration 21Q: 3 clusters Score -209508.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -209551.625000 Penalty: 3724.358398
	Iteration 22Q: 3 clusters Score -209551.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -209575.484375 Penalty: 3724.358398
	Iteration 23Q: 3 clusters Score -209575.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -209590.359375 Penalty: 3724.358398
	Iteration 24Q: 3 clusters Score -209590.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -209598.671875 Penalty: 3724.358398
	Iteration 25Q: 3 clusters Score -209598.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -209611.718750 Penalty: 3724.358398
	Iteration 26Q: 3 clusters Score -209611.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -209618.828125 Penalty: 3724.358398
	Iteration 27Q: 3 clusters Score -209618.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -209625.937500 Penalty: 3724.358398
	Iteration 28Q: 3 clusters Score -209625.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -209634.656250 Penalty: 3724.358398
	Iteration 29Q: 3 clusters Score -209634.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -209640.500000 Penalty: 3724.358398
	Iteration 30Q: 3 clusters Score -209640.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -209648.703125 Penalty: 3724.358398
	Iteration 31Q: 3 clusters Score -209648.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -209658.218750 Penalty: 3724.358398
	Iteration 32Q: 3 clusters Score -209658.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -209666.812500 Penalty: 3724.358398
	Iteration 33Q: 3 clusters Score -209666.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -209673.234375 Penalty: 3724.358398
	Iteration 34Q: 3 clusters Score -209673.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -209676.343750 Penalty: 3724.358398
	Iteration 35Q: 3 clusters Score -209676.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -209679.234375 Penalty: 3724.358398
	Iteration 36Q: 3 clusters Score -209679.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -209684.890625 Penalty: 3724.358398
	Iteration 37Q: 3 clusters Score -209684.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -209692.312500 Penalty: 3724.358398
	Iteration 38Q: 3 clusters Score -209692.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -209703.125000 Penalty: 3724.358398
	Iteration 39Q: 3 clusters Score -209703.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -209714.234375 Penalty: 3724.358398
	Iteration 40F: 3 clusters Score -209714.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -209722.328125 Penalty: 3724.358398
	Iteration 41Q: 3 clusters Score -209722.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -209727.406250 Penalty: 3724.358398
	Iteration 42Q: 3 clusters Score -209727.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -209732.421875 Penalty: 3724.358398
	Iteration 43Q: 3 clusters Score -209732.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -209739.312500 Penalty: 3724.358398
	Iteration 44Q: 3 clusters Score -209739.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -209750.203125 Penalty: 3724.358398
	Iteration 45Q: 3 clusters Score -209750.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -209769.109375 Penalty: 3724.358398
	Iteration 46Q: 3 clusters Score -209769.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -209780.218750 Penalty: 3724.358398
	Iteration 47Q: 3 clusters Score -209780.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -209786.437500 Penalty: 3724.358398
	Iteration 48Q: 3 clusters Score -209786.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -209789.468750 Penalty: 3724.358398
	Iteration 49Q: 3 clusters Score -209789.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -209790.046875 Penalty: 3724.358398
	Iteration 50Q: 3 clusters Score -209790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -209790.046875 Penalty: 3724.358398
	Iteration 51F: 3 clusters Score -209790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -604109.937500 Penalty: 2125.494873
	Iteration 0F: 2 clusters Score -604109.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -599415.812500 Penalty: 4250.989746
	Iteration 0F: 3 clusters Score -599415.8 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -600633.625000 Penalty: 4250.989746
	Iteration 1F: 3 clusters Score -600633.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -601060.000000 Penalty: 4250.989746
	Iteration 2F: 3 clusters Score -601060 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -601474.687500 Penalty: 4250.989746
	Iteration 3F: 3 clusters Score -601474.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -601820.937500 Penalty: 4250.989746
	Iteration 4F: 3 clusters Score -601820.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -602140.562500 Penalty: 4250.989746
	Iteration 5F: 3 clusters Score -602140.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -602416.937500 Penalty: 4250.989746
	Iteration 6F: 3 clusters Score -602416.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -602608.500000 Penalty: 4250.989746
	Iteration 7Q: 3 clusters Score -602608.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -602743.000000 Penalty: 4250.989746
	Iteration 8Q: 3 clusters Score -602743 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -602818.312500 Penalty: 4250.989746
	Iteration 9Q: 3 clusters Score -602818.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -602890.250000 Penalty: 4250.989746
	Iteration 10Q: 3 clusters Score -602890.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -602930.062500 Penalty: 4250.989746
	Iteration 11Q: 3 clusters Score -602930.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -602949.250000 Penalty: 4250.989746
	Iteration 12Q: 3 clusters Score -602949.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -602958.687500 Penalty: 4250.989746
	Iteration 13Q: 3 clusters Score -602958.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -602964.437500 Penalty: 4250.989746
	Iteration 14Q: 3 clusters Score -602964.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -602971.750000 Penalty: 4250.989746
	Iteration 15Q: 3 clusters Score -602971.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -602977.812500 Penalty: 4250.989746
	Iteration 16Q: 3 clusters Score -602977.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -602982.437500 Penalty: 4250.989746
	Iteration 17Q: 3 clusters Score -602982.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -602987.937500 Penalty: 4250.989746
	Iteration 18Q: 3 clusters Score -602987.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -602991.750000 Penalty: 4250.989746
	Iteration 19Q: 3 clusters Score -602991.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -602994.687500 Penalty: 4250.989746
	Iteration 20F: 3 clusters Score -602994.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -603003.312500 Penalty: 4250.989746
	Iteration 21Q: 3 clusters Score -603003.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -603008.625000 Penalty: 4250.989746
	Iteration 22Q: 3 clusters Score -603008.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -603010.625000 Penalty: 4250.989746
	Iteration 23Q: 3 clusters Score -603010.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -603013.875000 Penalty: 4250.989746
	Iteration 24Q: 3 clusters Score -603013.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -603017.875000 Penalty: 4250.989746
	Iteration 25Q: 3 clusters Score -603017.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -603021.125000 Penalty: 4250.989746
	Iteration 26Q: 3 clusters Score -603021.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -603022.562500 Penalty: 4250.989746
	Iteration 27Q: 3 clusters Score -603022.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -603026.062500 Penalty: 4250.989746
	Iteration 28Q: 3 clusters Score -603026.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -603029.750000 Penalty: 4250.989746
	Iteration 29Q: 3 clusters Score -603029.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -603032.812500 Penalty: 4250.989746
	Iteration 30Q: 3 clusters Score -603032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -603034.062500 Penalty: 4250.989746
	Iteration 31Q: 3 clusters Score -603034.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -603036.812500 Penalty: 4250.989746
	Iteration 32Q: 3 clusters Score -603036.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -603038.687500 Penalty: 4250.989746
	Iteration 33Q: 3 clusters Score -603038.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -603042.437500 Penalty: 4250.989746
	Iteration 34Q: 3 clusters Score -603042.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -603042.812500 Penalty: 4250.989746
	Iteration 35Q: 3 clusters Score -603042.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -603042.500000 Penalty: 4250.989746
	Iteration 36Q: 3 clusters Score -603042.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -603042.500000 Penalty: 4250.989746
	Iteration 37F: 3 clusters Score -603042.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (58044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58044 members 
Entering Unmasked Estep 
Score: -6974489.000000 Penalty: 2720.301270
	Iteration 0F: 2 clusters Score -6974489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -6935486.500000 Penalty: 5440.602539
	Iteration 0F: 3 clusters Score -6935486 nChanged 26984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -6950483.500000 Penalty: 5440.602539
	Iteration 1F: 3 clusters Score -6950484 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -6951106.500000 Penalty: 5440.602539
	Iteration 2Q: 3 clusters Score -6951106 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -6951956.000000 Penalty: 5440.602539
	Iteration 3Q: 3 clusters Score -6951956 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -6953050.000000 Penalty: 5440.602539
	Iteration 4Q: 3 clusters Score -6953050 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -6954937.500000 Penalty: 5440.602539
	Iteration 5F: 3 clusters Score -6954938 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -6958025.000000 Penalty: 5440.602539
	Iteration 6F: 3 clusters Score -6958025 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 47948 members 
Entering Unmasked Estep 
Score: -6962473.500000 Penalty: 5440.602539
	Iteration 7F: 3 clusters Score -6962474 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 52481 members 
Entering Unmasked Estep 
Score: -6966986.000000 Penalty: 5440.602539
	Iteration 8F: 3 clusters Score -6966986 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 55451 members 
Entering Unmasked Estep 
Score: -6969778.500000 Penalty: 5440.602539
	Iteration 9F: 3 clusters Score -6969778 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 56847 members 
Entering Unmasked Estep 
Score: -6971075.500000 Penalty: 5440.602539
	Iteration 10Q: 3 clusters Score -6971076 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 57402 members 
Entering Unmasked Estep 
Score: -6971589.000000 Penalty: 5440.602539
	Iteration 11Q: 3 clusters Score -6971589 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 57593 members 
Entering Unmasked Estep 
Score: -6971828.500000 Penalty: 5440.602539
	Iteration 12Q: 3 clusters Score -6971828 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 57663 members 
Entering Unmasked Estep 
Score: -6971960.000000 Penalty: 5440.602539
	Iteration 13Q: 3 clusters Score -6971960 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 57696 members 
Entering Unmasked Estep 
Score: -6971994.500000 Penalty: 5440.602539
	Iteration 14Q: 3 clusters Score -6971994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 57716 members 
Entering Unmasked Estep 
Score: -6972030.000000 Penalty: 5440.602539
	Iteration 15Q: 3 clusters Score -6972030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 57728 members 
Entering Unmasked Estep 
Score: -6972056.000000 Penalty: 5440.602539
	Iteration 16Q: 3 clusters Score -6972056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
Score: -6972071.000000 Penalty: 5440.602539
	Iteration 17Q: 3 clusters Score -6972071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 57738 members 
Entering Unmasked Estep 
Score: -6972073.000000 Penalty: 5440.602539
	Iteration 18Q: 3 clusters Score -6972073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 57742 members 
Entering Unmasked Estep 
Score: -6972077.500000 Penalty: 5440.602539
	Iteration 19Q: 3 clusters Score -6972078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 57744 members 
Entering Unmasked Estep 
Score: -6972075.000000 Penalty: 5440.602539
	Iteration 20F: 3 clusters Score -6972075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 57746 members 
Entering Unmasked Estep 
Score: -6972074.500000 Penalty: 5440.602539
	Iteration 21Q: 3 clusters Score -6972074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 57746 members 
Entering Unmasked Estep 
Score: -6972081.500000 Penalty: 5440.602539
	Iteration 22Q: 3 clusters Score -6972082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 57746 members 
Entering Unmasked Estep 
Score: -6972086.500000 Penalty: 5440.602539
	Iteration 23Q: 3 clusters Score -6972086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -6972085.000000 Penalty: 5440.602539
	Iteration 24Q: 3 clusters Score -6972085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -6972085.000000 Penalty: 5440.602539
	Iteration 25F: 3 clusters Score -6972085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Entering Unmasked Estep 
Score: -5468456.000000 Penalty: 2658.626221
	Iteration 0F: 2 clusters Score -5468456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -5438008.000000 Penalty: 5317.252441
	Iteration 0F: 3 clusters Score -5438008 nChanged 20953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -5449472.500000 Penalty: 5317.252441
	Iteration 1F: 3 clusters Score -5449472 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -5450094.000000 Penalty: 5317.252441
	Iteration 2Q: 3 clusters Score -5450094 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -5450729.000000 Penalty: 5317.252441
	Iteration 3Q: 3 clusters Score -5450729 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -5451507.000000 Penalty: 5317.252441
	Iteration 4Q: 3 clusters Score -5451507 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -5452581.000000 Penalty: 5317.252441
	Iteration 5Q: 3 clusters Score -5452581 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -5453977.000000 Penalty: 5317.252441
	Iteration 6F: 3 clusters Score -5453977 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -5455820.000000 Penalty: 5317.252441
	Iteration 7F: 3 clusters Score -5455820 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -5458191.000000 Penalty: 5317.252441
	Iteration 8F: 3 clusters Score -5458191 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -5460724.000000 Penalty: 5317.252441
	Iteration 9F: 3 clusters Score -5460724 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -5462697.000000 Penalty: 5317.252441
	Iteration 10Q: 3 clusters Score -5462697 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -5463656.000000 Penalty: 5317.252441
	Iteration 11Q: 3 clusters Score -5463656 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -5464080.500000 Penalty: 5317.252441
	Iteration 12Q: 3 clusters Score -5464080 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -5464332.500000 Penalty: 5317.252441
	Iteration 13Q: 3 clusters Score -5464332 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -5464502.000000 Penalty: 5317.252441
	Iteration 14Q: 3 clusters Score -5464502 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -5464583.000000 Penalty: 5317.252441
	Iteration 15Q: 3 clusters Score -5464583 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -5464724.500000 Penalty: 5317.252441
	Iteration 16Q: 3 clusters Score -5464724 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -5464848.500000 Penalty: 5317.252441
	Iteration 17Q: 3 clusters Score -5464848 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -5464915.500000 Penalty: 5317.252441
	Iteration 18Q: 3 clusters Score -5464916 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -5465008.500000 Penalty: 5317.252441
	Iteration 19Q: 3 clusters Score -5465008 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -5465065.000000 Penalty: 5317.252441
	Iteration 20F: 3 clusters Score -5465065 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -5465141.500000 Penalty: 5317.252441
	Iteration 21Q: 3 clusters Score -5465142 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -5465182.000000 Penalty: 5317.252441
	Iteration 22Q: 3 clusters Score -5465182 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -5465253.500000 Penalty: 5317.252441
	Iteration 23Q: 3 clusters Score -5465254 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -5465322.500000 Penalty: 5317.252441
	Iteration 24Q: 3 clusters Score -5465322 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -5465406.500000 Penalty: 5317.252441
	Iteration 25Q: 3 clusters Score -5465406 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -5465490.000000 Penalty: 5317.252441
	Iteration 26Q: 3 clusters Score -5465490 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -5465567.500000 Penalty: 5317.252441
	Iteration 27Q: 3 clusters Score -5465568 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -5465651.000000 Penalty: 5317.252441
	Iteration 28Q: 3 clusters Score -5465651 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -5465727.500000 Penalty: 5317.252441
	Iteration 29Q: 3 clusters Score -5465728 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -5465762.500000 Penalty: 5317.252441
	Iteration 30Q: 3 clusters Score -5465762 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -5465806.000000 Penalty: 5317.252441
	Iteration 31Q: 3 clusters Score -5465806 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -5465877.500000 Penalty: 5317.252441
	Iteration 32Q: 3 clusters Score -5465878 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -5465895.500000 Penalty: 5317.252441
	Iteration 33Q: 3 clusters Score -5465896 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -5465943.000000 Penalty: 5317.252441
	Iteration 34Q: 3 clusters Score -5465943 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -5465978.000000 Penalty: 5317.252441
	Iteration 35Q: 3 clusters Score -5465978 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -5466033.500000 Penalty: 5317.252441
	Iteration 36Q: 3 clusters Score -5466034 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -5466056.000000 Penalty: 5317.252441
	Iteration 37Q: 3 clusters Score -5466056 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -5466070.000000 Penalty: 5317.252441
	Iteration 38Q: 3 clusters Score -5466070 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -5466094.500000 Penalty: 5317.252441
	Iteration 39Q: 3 clusters Score -5466094 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -5466113.500000 Penalty: 5317.252441
	Iteration 40F: 3 clusters Score -5466114 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -5466121.500000 Penalty: 5317.252441
	Iteration 41Q: 3 clusters Score -5466122 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -5466137.000000 Penalty: 5317.252441
	Iteration 42Q: 3 clusters Score -5466137 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -5466156.000000 Penalty: 5317.252441
	Iteration 43Q: 3 clusters Score -5466156 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -5466164.500000 Penalty: 5317.252441
	Iteration 44Q: 3 clusters Score -5466164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -5466176.000000 Penalty: 5317.252441
	Iteration 45Q: 3 clusters Score -5466176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -5466182.000000 Penalty: 5317.252441
	Iteration 46Q: 3 clusters Score -5466182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -5466186.500000 Penalty: 5317.252441
	Iteration 47Q: 3 clusters Score -5466186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -5466183.000000 Penalty: 5317.252441
	Iteration 48Q: 3 clusters Score -5466183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -5466185.500000 Penalty: 5317.252441
	Iteration 49Q: 3 clusters Score -5466186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -5466193.500000 Penalty: 5317.252441
	Iteration 50Q: 3 clusters Score -5466194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -5466194.500000 Penalty: 5317.252441
	Iteration 51Q: 3 clusters Score -5466194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -5466192.000000 Penalty: 5317.252441
	Iteration 52Q: 3 clusters Score -5466192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -5466191.000000 Penalty: 5317.252441
	Iteration 53Q: 3 clusters Score -5466191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -5466199.000000 Penalty: 5317.252441
	Iteration 54Q: 3 clusters Score -5466199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 43827 members 
Entering Unmasked Estep 
Score: -5466206.000000 Penalty: 5317.252441
	Iteration 55Q: 3 clusters Score -5466206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -5466198.500000 Penalty: 5317.252441
	Iteration 56Q: 3 clusters Score -5466198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -5466212.000000 Penalty: 5317.252441
	Iteration 57Q: 3 clusters Score -5466212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -5466204.000000 Penalty: 5317.252441
	Iteration 58Q: 3 clusters Score -5466204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -5466208.000000 Penalty: 5317.252441
	Iteration 59Q: 3 clusters Score -5466208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -5466205.500000 Penalty: 5317.252441
	Iteration 60F: 3 clusters Score -5466206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -5466209.500000 Penalty: 5317.252441
	Iteration 61Q: 3 clusters Score -5466210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -5466214.000000 Penalty: 5317.252441
	Iteration 62Q: 3 clusters Score -5466214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -5466210.000000 Penalty: 5317.252441
	Iteration 63Q: 3 clusters Score -5466210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -5466214.500000 Penalty: 5317.252441
	Iteration 64Q: 3 clusters Score -5466214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -5466213.500000 Penalty: 5317.252441
	Iteration 65Q: 3 clusters Score -5466214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -5466215.000000 Penalty: 5317.252441
	Iteration 66Q: 3 clusters Score -5466215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -5466215.000000 Penalty: 5317.252441
	Iteration 67F: 3 clusters Score -5466215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Entering Unmasked Estep 
Score: -3170907.000000 Penalty: 2526.341309
	Iteration 0F: 2 clusters Score -3170907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -3152502.750000 Penalty: 5052.682617
	Iteration 0F: 3 clusters Score -3152503 nChanged 11907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -3158938.750000 Penalty: 5052.682617
	Iteration 1F: 3 clusters Score -3158939 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3159371.250000 Penalty: 5052.682617
	Iteration 2Q: 3 clusters Score -3159371 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -3159758.500000 Penalty: 5052.682617
	Iteration 3Q: 3 clusters Score -3159758 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -3160171.000000 Penalty: 5052.682617
	Iteration 4Q: 3 clusters Score -3160171 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -3160624.500000 Penalty: 5052.682617
	Iteration 5Q: 3 clusters Score -3160624 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -3161200.000000 Penalty: 5052.682617
	Iteration 6Q: 3 clusters Score -3161200 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -3161964.250000 Penalty: 5052.682617
	Iteration 7Q: 3 clusters Score -3161964 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -3162946.000000 Penalty: 5052.682617
	Iteration 8F: 3 clusters Score -3162946 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -3164146.500000 Penalty: 5052.682617
	Iteration 9F: 3 clusters Score -3164146 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -3165382.250000 Penalty: 5052.682617
	Iteration 10F: 3 clusters Score -3165382 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -3166470.250000 Penalty: 5052.682617
	Iteration 11Q: 3 clusters Score -3166470 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -3167240.000000 Penalty: 5052.682617
	Iteration 12Q: 3 clusters Score -3167240 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -3167704.500000 Penalty: 5052.682617
	Iteration 13Q: 3 clusters Score -3167704 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -3168013.250000 Penalty: 5052.682617
	Iteration 14Q: 3 clusters Score -3168013 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -3168190.750000 Penalty: 5052.682617
	Iteration 15Q: 3 clusters Score -3168191 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -3168328.750000 Penalty: 5052.682617
	Iteration 16Q: 3 clusters Score -3168329 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -3168431.250000 Penalty: 5052.682617
	Iteration 17Q: 3 clusters Score -3168431 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -3168499.500000 Penalty: 5052.682617
	Iteration 18Q: 3 clusters Score -3168500 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -3168536.500000 Penalty: 5052.682617
	Iteration 19Q: 3 clusters Score -3168536 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -3168574.500000 Penalty: 5052.682617
	Iteration 20F: 3 clusters Score -3168574 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -3168609.750000 Penalty: 5052.682617
	Iteration 21Q: 3 clusters Score -3168610 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -3168635.750000 Penalty: 5052.682617
	Iteration 22Q: 3 clusters Score -3168636 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -3168663.750000 Penalty: 5052.682617
	Iteration 23Q: 3 clusters Score -3168664 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -3168683.500000 Penalty: 5052.682617
	Iteration 24Q: 3 clusters Score -3168684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -3168701.250000 Penalty: 5052.682617
	Iteration 25Q: 3 clusters Score -3168701 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3168709.000000 Penalty: 5052.682617
	Iteration 26Q: 3 clusters Score -3168709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -3168713.000000 Penalty: 5052.682617
	Iteration 27Q: 3 clusters Score -3168713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -3168722.250000 Penalty: 5052.682617
	Iteration 28Q: 3 clusters Score -3168722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -3168723.000000 Penalty: 5052.682617
	Iteration 29Q: 3 clusters Score -3168723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -3168732.750000 Penalty: 5052.682617
	Iteration 30Q: 3 clusters Score -3168733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -3168734.750000 Penalty: 5052.682617
	Iteration 31Q: 3 clusters Score -3168735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -3168734.500000 Penalty: 5052.682617
	Iteration 32Q: 3 clusters Score -3168734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -3168740.750000 Penalty: 5052.682617
	Iteration 33Q: 3 clusters Score -3168741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -3168743.000000 Penalty: 5052.682617
	Iteration 34Q: 3 clusters Score -3168743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -3168746.500000 Penalty: 5052.682617
	Iteration 35Q: 3 clusters Score -3168746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -3168749.750000 Penalty: 5052.682617
	Iteration 36Q: 3 clusters Score -3168750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -3168750.500000 Penalty: 5052.682617
	Iteration 37Q: 3 clusters Score -3168750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -3168751.250000 Penalty: 5052.682617
	Iteration 38Q: 3 clusters Score -3168751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -3168751.250000 Penalty: 5052.682617
	Iteration 39Q: 3 clusters Score -3168751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -3168749.750000 Penalty: 5052.682617
	Iteration 40F: 3 clusters Score -3168750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -3168751.000000 Penalty: 5052.682617
	Iteration 41Q: 3 clusters Score -3168751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -3168748.750000 Penalty: 5052.682617
	Iteration 42Q: 3 clusters Score -3168749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -3168748.750000 Penalty: 5052.682617
	Iteration 43F: 3 clusters Score -3168749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Entering Unmasked Estep 
Score: -1835651.375000 Penalty: 2389.160400
	Iteration 0F: 2 clusters Score -1835651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1824624.250000 Penalty: 4778.320801
	Iteration 0F: 3 clusters Score -1824624 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1828054.000000 Penalty: 4778.320801
	Iteration 1F: 3 clusters Score -1828054 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1828341.875000 Penalty: 4778.320801
	Iteration 2F: 3 clusters Score -1828342 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1828523.750000 Penalty: 4778.320801
	Iteration 3Q: 3 clusters Score -1828524 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1828673.250000 Penalty: 4778.320801
	Iteration 4Q: 3 clusters Score -1828673 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1828801.875000 Penalty: 4778.320801
	Iteration 5Q: 3 clusters Score -1828802 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1828902.000000 Penalty: 4778.320801
	Iteration 6Q: 3 clusters Score -1828902 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1828982.625000 Penalty: 4778.320801
	Iteration 7Q: 3 clusters Score -1828983 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1829060.625000 Penalty: 4778.320801
	Iteration 8Q: 3 clusters Score -1829061 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1829122.750000 Penalty: 4778.320801
	Iteration 9Q: 3 clusters Score -1829123 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1829172.000000 Penalty: 4778.320801
	Iteration 10Q: 3 clusters Score -1829172 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1829224.375000 Penalty: 4778.320801
	Iteration 11Q: 3 clusters Score -1829224 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1829271.125000 Penalty: 4778.320801
	Iteration 12Q: 3 clusters Score -1829271 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1829328.750000 Penalty: 4778.320801
	Iteration 13Q: 3 clusters Score -1829329 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1829387.125000 Penalty: 4778.320801
	Iteration 14Q: 3 clusters Score -1829387 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1829448.625000 Penalty: 4778.320801
	Iteration 15Q: 3 clusters Score -1829449 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1829518.250000 Penalty: 4778.320801
	Iteration 16Q: 3 clusters Score -1829518 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1829614.125000 Penalty: 4778.320801
	Iteration 17Q: 3 clusters Score -1829614 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1829747.250000 Penalty: 4778.320801
	Iteration 18Q: 3 clusters Score -1829747 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1829927.625000 Penalty: 4778.320801
	Iteration 19Q: 3 clusters Score -1829928 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1830202.500000 Penalty: 4778.320801
	Iteration 20F: 3 clusters Score -1830202 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1830566.625000 Penalty: 4778.320801
	Iteration 21Q: 3 clusters Score -1830567 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1831005.250000 Penalty: 4778.320801
	Iteration 22Q: 3 clusters Score -1831005 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1831482.375000 Penalty: 4778.320801
	Iteration 23Q: 3 clusters Score -1831482 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1831949.000000 Penalty: 4778.320801
	Iteration 24Q: 3 clusters Score -1831949 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1832392.000000 Penalty: 4778.320801
	Iteration 25Q: 3 clusters Score -1832392 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1832745.125000 Penalty: 4778.320801
	Iteration 26Q: 3 clusters Score -1832745 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1833050.250000 Penalty: 4778.320801
	Iteration 27Q: 3 clusters Score -1833050 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1833300.500000 Penalty: 4778.320801
	Iteration 28Q: 3 clusters Score -1833300 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1833522.625000 Penalty: 4778.320801
	Iteration 29Q: 3 clusters Score -1833523 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1833705.625000 Penalty: 4778.320801
	Iteration 30Q: 3 clusters Score -1833706 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1833805.125000 Penalty: 4778.320801
	Iteration 31Q: 3 clusters Score -1833805 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1833840.750000 Penalty: 4778.320801
	Iteration 32Q: 3 clusters Score -1833841 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1833865.625000 Penalty: 4778.320801
	Iteration 33Q: 3 clusters Score -1833866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1833877.875000 Penalty: 4778.320801
	Iteration 34Q: 3 clusters Score -1833878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1833882.375000 Penalty: 4778.320801
	Iteration 35Q: 3 clusters Score -1833882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1833885.875000 Penalty: 4778.320801
	Iteration 36Q: 3 clusters Score -1833886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1833890.750000 Penalty: 4778.320801
	Iteration 37Q: 3 clusters Score -1833891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1833893.875000 Penalty: 4778.320801
	Iteration 38Q: 3 clusters Score -1833894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1833897.125000 Penalty: 4778.320801
	Iteration 39Q: 3 clusters Score -1833897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1833895.000000 Penalty: 4778.320801
	Iteration 40F: 3 clusters Score -1833895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Entering Unmasked Estep 
Score: -712590.625000 Penalty: 2171.305664
	Iteration 0F: 2 clusters Score -712590.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -707377.937500 Penalty: 4342.611328
	Iteration 0F: 3 clusters Score -707377.9 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -709056.500000 Penalty: 4342.611328
	Iteration 1F: 3 clusters Score -709056.5 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -709572.562500 Penalty: 4342.611328
	Iteration 2F: 3 clusters Score -709572.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -709971.625000 Penalty: 4342.611328
	Iteration 3F: 3 clusters Score -709971.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -710317.875000 Penalty: 4342.611328
	Iteration 4F: 3 clusters Score -710317.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -710595.687500 Penalty: 4342.611328
	Iteration 5F: 3 clusters Score -710595.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -710830.250000 Penalty: 4342.611328
	Iteration 6F: 3 clusters Score -710830.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -711047.250000 Penalty: 4342.611328
	Iteration 7Q: 3 clusters Score -711047.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -711249.250000 Penalty: 4342.611328
	Iteration 8Q: 3 clusters Score -711249.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -711430.875000 Penalty: 4342.611328
	Iteration 9Q: 3 clusters Score -711430.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -711628.437500 Penalty: 4342.611328
	Iteration 10Q: 3 clusters Score -711628.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -711822.625000 Penalty: 4342.611328
	Iteration 11Q: 3 clusters Score -711822.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -711997.062500 Penalty: 4342.611328
	Iteration 12Q: 3 clusters Score -711997.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -712104.937500 Penalty: 4342.611328
	Iteration 13Q: 3 clusters Score -712104.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -712176.875000 Penalty: 4342.611328
	Iteration 14Q: 3 clusters Score -712176.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -712224.625000 Penalty: 4342.611328
	Iteration 15Q: 3 clusters Score -712224.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -712245.062500 Penalty: 4342.611328
	Iteration 16Q: 3 clusters Score -712245.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -712260.187500 Penalty: 4342.611328
	Iteration 17Q: 3 clusters Score -712260.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -712270.750000 Penalty: 4342.611328
	Iteration 18Q: 3 clusters Score -712270.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -712280.250000 Penalty: 4342.611328
	Iteration 19Q: 3 clusters Score -712280.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -712284.625000 Penalty: 4342.611328
	Iteration 20F: 3 clusters Score -712284.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -712290.250000 Penalty: 4342.611328
	Iteration 21Q: 3 clusters Score -712290.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -712295.250000 Penalty: 4342.611328
	Iteration 22Q: 3 clusters Score -712295.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -712300.375000 Penalty: 4342.611328
	Iteration 23Q: 3 clusters Score -712300.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -712302.062500 Penalty: 4342.611328
	Iteration 24Q: 3 clusters Score -712302.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -712303.187500 Penalty: 4342.611328
	Iteration 25Q: 3 clusters Score -712303.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -712303.750000 Penalty: 4342.611328
	Iteration 26Q: 3 clusters Score -712303.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -712303.750000 Penalty: 4342.611328
	Iteration 27F: 3 clusters Score -712303.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Entering Unmasked Estep 
Score: -886461.312500 Penalty: 2210.059326
	Iteration 0F: 2 clusters Score -886461.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -880455.500000 Penalty: 4420.118652
	Iteration 0F: 3 clusters Score -880455.5 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -882050.375000 Penalty: 4420.118652
	Iteration 1F: 3 clusters Score -882050.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -882318.000000 Penalty: 4420.118652
	Iteration 2F: 3 clusters Score -882318 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -882565.750000 Penalty: 4420.118652
	Iteration 3F: 3 clusters Score -882565.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -882797.125000 Penalty: 4420.118652
	Iteration 4Q: 3 clusters Score -882797.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -883029.687500 Penalty: 4420.118652
	Iteration 5Q: 3 clusters Score -883029.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -883309.875000 Penalty: 4420.118652
	Iteration 6Q: 3 clusters Score -883309.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -883584.312500 Penalty: 4420.118652
	Iteration 7Q: 3 clusters Score -883584.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -883819.937500 Penalty: 4420.118652
	Iteration 8Q: 3 clusters Score -883819.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -884020.750000 Penalty: 4420.118652
	Iteration 9Q: 3 clusters Score -884020.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -884179.375000 Penalty: 4420.118652
	Iteration 10Q: 3 clusters Score -884179.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -884321.625000 Penalty: 4420.118652
	Iteration 11Q: 3 clusters Score -884321.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -884460.375000 Penalty: 4420.118652
	Iteration 12Q: 3 clusters Score -884460.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -884636.500000 Penalty: 4420.118652
	Iteration 13Q: 3 clusters Score -884636.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -884801.875000 Penalty: 4420.118652
	Iteration 14Q: 3 clusters Score -884801.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -884952.750000 Penalty: 4420.118652
	Iteration 15Q: 3 clusters Score -884952.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -885112.875000 Penalty: 4420.118652
	Iteration 16Q: 3 clusters Score -885112.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -885276.937500 Penalty: 4420.118652
	Iteration 17Q: 3 clusters Score -885276.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -885438.375000 Penalty: 4420.118652
	Iteration 18Q: 3 clusters Score -885438.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -885596.562500 Penalty: 4420.118652
	Iteration 19Q: 3 clusters Score -885596.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -885740.875000 Penalty: 4420.118652
	Iteration 20F: 3 clusters Score -885740.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -885872.062500 Penalty: 4420.118652
	Iteration 21Q: 3 clusters Score -885872.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -885967.250000 Penalty: 4420.118652
	Iteration 22Q: 3 clusters Score -885967.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -886019.187500 Penalty: 4420.118652
	Iteration 23Q: 3 clusters Score -886019.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -886058.625000 Penalty: 4420.118652
	Iteration 24Q: 3 clusters Score -886058.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -886084.750000 Penalty: 4420.118652
	Iteration 25Q: 3 clusters Score -886084.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -886104.562500 Penalty: 4420.118652
	Iteration 26Q: 3 clusters Score -886104.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -886116.437500 Penalty: 4420.118652
	Iteration 27Q: 3 clusters Score -886116.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -886120.187500 Penalty: 4420.118652
	Iteration 28Q: 3 clusters Score -886120.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -886127.187500 Penalty: 4420.118652
	Iteration 29Q: 3 clusters Score -886127.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -886131.937500 Penalty: 4420.118652
	Iteration 30Q: 3 clusters Score -886131.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -886131.687500 Penalty: 4420.118652
	Iteration 31Q: 3 clusters Score -886131.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -886132.312500 Penalty: 4420.118652
	Iteration 32Q: 3 clusters Score -886132.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -886136.625000 Penalty: 4420.118652
	Iteration 33Q: 3 clusters Score -886136.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -886139.187500 Penalty: 4420.118652
	Iteration 34Q: 3 clusters Score -886139.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -886139.500000 Penalty: 4420.118652
	Iteration 35Q: 3 clusters Score -886139.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -886142.000000 Penalty: 4420.118652
	Iteration 36Q: 3 clusters Score -886142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -886144.875000 Penalty: 4420.118652
	Iteration 37Q: 3 clusters Score -886144.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -886145.937500 Penalty: 4420.118652
	Iteration 38Q: 3 clusters Score -886145.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -886148.500000 Penalty: 4420.118652
	Iteration 39Q: 3 clusters Score -886148.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -886149.750000 Penalty: 4420.118652
	Iteration 40F: 3 clusters Score -886149.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -886149.062500 Penalty: 4420.118652
	Iteration 41Q: 3 clusters Score -886149.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -886150.812500 Penalty: 4420.118652
	Iteration 42Q: 3 clusters Score -886150.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -886151.187500 Penalty: 4420.118652
	Iteration 43Q: 3 clusters Score -886151.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -886151.562500 Penalty: 4420.118652
	Iteration 44Q: 3 clusters Score -886151.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -886151.562500 Penalty: 4420.118652
	Iteration 45F: 3 clusters Score -886151.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -26542.646484 Penalty: 1398.312012
	Iteration 0F: 2 clusters Score -26542.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25412.232422 Penalty: 2796.624023
	Iteration 0F: 3 clusters Score -25412.23 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25630.392578 Penalty: 2796.624023
	Iteration 1F: 3 clusters Score -25630.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25730.509766 Penalty: 2796.624023
	Iteration 2Q: 3 clusters Score -25730.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25880.382812 Penalty: 2796.624023
	Iteration 3F: 3 clusters Score -25880.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26074.869141 Penalty: 2796.624023
	Iteration 4Q: 3 clusters Score -26074.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26247.396484 Penalty: 2796.624023
	Iteration 5Q: 3 clusters Score -26247.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26344.457031 Penalty: 2796.624023
	Iteration 6Q: 3 clusters Score -26344.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26353.240234 Penalty: 2796.624023
	Iteration 7Q: 3 clusters Score -26353.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26355.103516 Penalty: 2796.624023
	Iteration 8F: 3 clusters Score -26355.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26422.726562 Penalty: 2796.624023
	Iteration 9Q: 3 clusters Score -26422.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26426.605469 Penalty: 2796.624023
	Iteration 10Q: 3 clusters Score -26426.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26426.605469 Penalty: 2796.624023
	Iteration 11F: 3 clusters Score -26426.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -2143602.500000 Penalty: 2424.432617
	Iteration 0F: 2 clusters Score -2143602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2131073.750000 Penalty: 4848.865234
	Iteration 0F: 3 clusters Score -2131074 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2135166.500000 Penalty: 4848.865234
	Iteration 1F: 3 clusters Score -2135166 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2135499.250000 Penalty: 4848.865234
	Iteration 2F: 3 clusters Score -2135499 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2135747.750000 Penalty: 4848.865234
	Iteration 3Q: 3 clusters Score -2135748 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2135954.250000 Penalty: 4848.865234
	Iteration 4Q: 3 clusters Score -2135954 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2136161.000000 Penalty: 4848.865234
	Iteration 5Q: 3 clusters Score -2136161 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2136357.000000 Penalty: 4848.865234
	Iteration 6Q: 3 clusters Score -2136357 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2136567.250000 Penalty: 4848.865234
	Iteration 7Q: 3 clusters Score -2136567 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2136764.000000 Penalty: 4848.865234
	Iteration 8Q: 3 clusters Score -2136764 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2136978.250000 Penalty: 4848.865234
	Iteration 9Q: 3 clusters Score -2136978 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2137228.250000 Penalty: 4848.865234
	Iteration 10Q: 3 clusters Score -2137228 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2137517.750000 Penalty: 4848.865234
	Iteration 11Q: 3 clusters Score -2137518 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2137933.000000 Penalty: 4848.865234
	Iteration 12Q: 3 clusters Score -2137933 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2138465.250000 Penalty: 4848.865234
	Iteration 13Q: 3 clusters Score -2138465 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2139083.500000 Penalty: 4848.865234
	Iteration 14F: 3 clusters Score -2139084 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2139702.500000 Penalty: 4848.865234
	Iteration 15Q: 3 clusters Score -2139702 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2140216.750000 Penalty: 4848.865234
	Iteration 16Q: 3 clusters Score -2140217 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2140543.500000 Penalty: 4848.865234
	Iteration 17Q: 3 clusters Score -2140544 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2140725.250000 Penalty: 4848.865234
	Iteration 18Q: 3 clusters Score -2140725 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2140851.750000 Penalty: 4848.865234
	Iteration 19Q: 3 clusters Score -2140852 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2140926.750000 Penalty: 4848.865234
	Iteration 20F: 3 clusters Score -2140927 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2140970.250000 Penalty: 4848.865234
	Iteration 21Q: 3 clusters Score -2140970 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2141017.000000 Penalty: 4848.865234
	Iteration 22Q: 3 clusters Score -2141017 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2141062.250000 Penalty: 4848.865234
	Iteration 23Q: 3 clusters Score -2141062 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2141089.250000 Penalty: 4848.865234
	Iteration 24Q: 3 clusters Score -2141089 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2141109.000000 Penalty: 4848.865234
	Iteration 25Q: 3 clusters Score -2141109 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2141126.000000 Penalty: 4848.865234
	Iteration 26Q: 3 clusters Score -2141126 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2141147.750000 Penalty: 4848.865234
	Iteration 27Q: 3 clusters Score -2141148 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2141162.500000 Penalty: 4848.865234
	Iteration 28Q: 3 clusters Score -2141162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2141172.750000 Penalty: 4848.865234
	Iteration 29Q: 3 clusters Score -2141173 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2141188.750000 Penalty: 4848.865234
	Iteration 30Q: 3 clusters Score -2141189 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2141190.000000 Penalty: 4848.865234
	Iteration 31Q: 3 clusters Score -2141190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2141196.250000 Penalty: 4848.865234
	Iteration 32Q: 3 clusters Score -2141196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2141201.000000 Penalty: 4848.865234
	Iteration 33Q: 3 clusters Score -2141201 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2141201.750000 Penalty: 4848.865234
	Iteration 34Q: 3 clusters Score -2141202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2141204.750000 Penalty: 4848.865234
	Iteration 35Q: 3 clusters Score -2141205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2141212.500000 Penalty: 4848.865234
	Iteration 36Q: 3 clusters Score -2141212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2141212.500000 Penalty: 4848.865234
	Iteration 37Q: 3 clusters Score -2141212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2141216.500000 Penalty: 4848.865234
	Iteration 38Q: 3 clusters Score -2141216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2141216.750000 Penalty: 4848.865234
	Iteration 39Q: 3 clusters Score -2141217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2141217.750000 Penalty: 4848.865234
	Iteration 40F: 3 clusters Score -2141218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2141220.000000 Penalty: 4848.865234
	Iteration 41Q: 3 clusters Score -2141220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2141229.750000 Penalty: 4848.865234
	Iteration 42Q: 3 clusters Score -2141230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2141231.500000 Penalty: 4848.865234
	Iteration 43Q: 3 clusters Score -2141232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2141231.500000 Penalty: 4848.865234
	Iteration 44Q: 3 clusters Score -2141232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2141234.500000 Penalty: 4848.865234
	Iteration 45Q: 3 clusters Score -2141234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2141237.500000 Penalty: 4848.865234
	Iteration 46Q: 3 clusters Score -2141238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2141241.250000 Penalty: 4848.865234
	Iteration 47Q: 3 clusters Score -2141241 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2141240.750000 Penalty: 4848.865234
	Iteration 48Q: 3 clusters Score -2141241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2141249.000000 Penalty: 4848.865234
	Iteration 49Q: 3 clusters Score -2141249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2141256.000000 Penalty: 4848.865234
	Iteration 50Q: 3 clusters Score -2141256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2141259.250000 Penalty: 4848.865234
	Iteration 51Q: 3 clusters Score -2141259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2141257.500000 Penalty: 4848.865234
	Iteration 52Q: 3 clusters Score -2141258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2141260.000000 Penalty: 4848.865234
	Iteration 53Q: 3 clusters Score -2141260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2141262.250000 Penalty: 4848.865234
	Iteration 54Q: 3 clusters Score -2141262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2141266.750000 Penalty: 4848.865234
	Iteration 55Q: 3 clusters Score -2141267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2141263.250000 Penalty: 4848.865234
	Iteration 56Q: 3 clusters Score -2141263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -2141267.250000 Penalty: 4848.865234
	Iteration 57Q: 3 clusters Score -2141267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2141264.750000 Penalty: 4848.865234
	Iteration 58Q: 3 clusters Score -2141265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2141265.000000 Penalty: 4848.865234
	Iteration 59Q: 3 clusters Score -2141265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2141267.500000 Penalty: 4848.865234
	Iteration 60F: 3 clusters Score -2141268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2141267.750000 Penalty: 4848.865234
	Iteration 61Q: 3 clusters Score -2141268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2141271.250000 Penalty: 4848.865234
	Iteration 62Q: 3 clusters Score -2141271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2141268.000000 Penalty: 4848.865234
	Iteration 63Q: 3 clusters Score -2141268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2141277.500000 Penalty: 4848.865234
	Iteration 64Q: 3 clusters Score -2141278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2141280.500000 Penalty: 4848.865234
	Iteration 65Q: 3 clusters Score -2141280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2141285.750000 Penalty: 4848.865234
	Iteration 66Q: 3 clusters Score -2141286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2141285.500000 Penalty: 4848.865234
	Iteration 67Q: 3 clusters Score -2141286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2141285.750000 Penalty: 4848.865234
	Iteration 68Q: 3 clusters Score -2141286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2141287.750000 Penalty: 4848.865234
	Iteration 69Q: 3 clusters Score -2141288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2141286.250000 Penalty: 4848.865234
	Iteration 70Q: 3 clusters Score -2141286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2141287.250000 Penalty: 4848.865234
	Iteration 71Q: 3 clusters Score -2141287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2141291.750000 Penalty: 4848.865234
	Iteration 72Q: 3 clusters Score -2141292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2141293.250000 Penalty: 4848.865234
	Iteration 73Q: 3 clusters Score -2141293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -2141293.000000 Penalty: 4848.865234
	Iteration 74Q: 3 clusters Score -2141293 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2141295.250000 Penalty: 4848.865234
	Iteration 75Q: 3 clusters Score -2141295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2141294.250000 Penalty: 4848.865234
	Iteration 76Q: 3 clusters Score -2141294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2141300.500000 Penalty: 4848.865234
	Iteration 77Q: 3 clusters Score -2141300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2141302.000000 Penalty: 4848.865234
	Iteration 78Q: 3 clusters Score -2141302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2141308.750000 Penalty: 4848.865234
	Iteration 79Q: 3 clusters Score -2141309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2141310.750000 Penalty: 4848.865234
	Iteration 80F: 3 clusters Score -2141311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2141315.500000 Penalty: 4848.865234
	Iteration 81Q: 3 clusters Score -2141316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2141310.000000 Penalty: 4848.865234
	Iteration 82Q: 3 clusters Score -2141310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2141316.500000 Penalty: 4848.865234
	Iteration 83Q: 3 clusters Score -2141316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2141323.750000 Penalty: 4848.865234
	Iteration 84Q: 3 clusters Score -2141324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2141326.750000 Penalty: 4848.865234
	Iteration 85Q: 3 clusters Score -2141327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2141332.000000 Penalty: 4848.865234
	Iteration 86Q: 3 clusters Score -2141332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2141329.500000 Penalty: 4848.865234
	Iteration 87Q: 3 clusters Score -2141330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2141330.500000 Penalty: 4848.865234
	Iteration 88Q: 3 clusters Score -2141330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2141336.500000 Penalty: 4848.865234
	Iteration 89Q: 3 clusters Score -2141336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2141330.000000 Penalty: 4848.865234
	Iteration 90Q: 3 clusters Score -2141330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2141328.500000 Penalty: 4848.865234
	Iteration 91Q: 3 clusters Score -2141328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2141329.250000 Penalty: 4848.865234
	Iteration 92Q: 3 clusters Score -2141329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2141332.250000 Penalty: 4848.865234
	Iteration 93Q: 3 clusters Score -2141332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -2141332.250000 Penalty: 4848.865234
	Iteration 94Q: 3 clusters Score -2141332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2141333.750000 Penalty: 4848.865234
	Iteration 95Q: 3 clusters Score -2141334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2141336.000000 Penalty: 4848.865234
	Iteration 96Q: 3 clusters Score -2141336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2141337.000000 Penalty: 4848.865234
	Iteration 97Q: 3 clusters Score -2141337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2141345.500000 Penalty: 4848.865234
	Iteration 98Q: 3 clusters Score -2141346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2141342.250000 Penalty: 4848.865234
	Iteration 99Q: 3 clusters Score -2141342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2141344.500000 Penalty: 4848.865234
	Iteration 100F: 3 clusters Score -2141344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2141341.750000 Penalty: 4848.865234
	Iteration 101Q: 3 clusters Score -2141342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2141346.000000 Penalty: 4848.865234
	Iteration 102Q: 3 clusters Score -2141346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2141348.750000 Penalty: 4848.865234
	Iteration 103Q: 3 clusters Score -2141349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2141348.750000 Penalty: 4848.865234
	Iteration 104Q: 3 clusters Score -2141349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -2141350.500000 Penalty: 4848.865234
	Iteration 105Q: 3 clusters Score -2141350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2141350.750000 Penalty: 4848.865234
	Iteration 106Q: 3 clusters Score -2141351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2141355.750000 Penalty: 4848.865234
	Iteration 107Q: 3 clusters Score -2141356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2141352.000000 Penalty: 4848.865234
	Iteration 108Q: 3 clusters Score -2141352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2141357.500000 Penalty: 4848.865234
	Iteration 109Q: 3 clusters Score -2141358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2141358.500000 Penalty: 4848.865234
	Iteration 110Q: 3 clusters Score -2141358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2141357.000000 Penalty: 4848.865234
	Iteration 111Q: 3 clusters Score -2141357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2141356.750000 Penalty: 4848.865234
	Iteration 112Q: 3 clusters Score -2141357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2141358.250000 Penalty: 4848.865234
	Iteration 113Q: 3 clusters Score -2141358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2141358.500000 Penalty: 4848.865234
	Iteration 114Q: 3 clusters Score -2141358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2141360.000000 Penalty: 4848.865234
	Iteration 115Q: 3 clusters Score -2141360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2141358.750000 Penalty: 4848.865234
	Iteration 116Q: 3 clusters Score -2141359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -2141357.750000 Penalty: 4848.865234
	Iteration 117Q: 3 clusters Score -2141358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2141354.250000 Penalty: 4848.865234
	Iteration 118Q: 3 clusters Score -2141354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2141359.000000 Penalty: 4848.865234
	Iteration 119Q: 3 clusters Score -2141359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2141359.000000 Penalty: 4848.865234
	Iteration 120F: 3 clusters Score -2141359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -92146.117188 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -92146.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -90327.601562 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -90327.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -90627.648438 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -90627.65 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -90698.773438 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -90698.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -90741.882812 Penalty: 3350.861328
	Iteration 3Q: 3 clusters Score -90741.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -90777.640625 Penalty: 3350.861328
	Iteration 4Q: 3 clusters Score -90777.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -90806.835938 Penalty: 3350.861328
	Iteration 5Q: 3 clusters Score -90806.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -90820.132812 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -90820.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -90834.398438 Penalty: 3350.861328
	Iteration 7Q: 3 clusters Score -90834.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -90851.804688 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -90851.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -90868.710938 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -90868.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -90879.093750 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -90879.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -90882.257812 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -90882.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -90890.695312 Penalty: 3350.861328
	Iteration 12Q: 3 clusters Score -90890.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -90898.546875 Penalty: 3350.861328
	Iteration 13Q: 3 clusters Score -90898.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -90903.414062 Penalty: 3350.861328
	Iteration 14Q: 3 clusters Score -90903.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -90903.414062 Penalty: 3350.861328
	Iteration 15F: 3 clusters Score -90903.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 228754 members 
Mstep: Class 3 contains 30128 members 
Mstep: Class 4 contains 3618 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1459 members 
Mstep: Class 8 contains 6749 members 
Mstep: Class 9 contains 30711 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150048 members 
Mstep: Class 13 contains 39395 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5274 members 
Mstep: Class 16 contains 58044 members 
Mstep: Class 17 contains 45264 members 
Mstep: Class 18 contains 26552 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6344 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17605 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044280.000000 Penalty: 76631.320312
Iteration 119Q: 24 clusters Score -8.004428e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 228753 members 
Mstep: Class 3 contains 30124 members 
Mstep: Class 4 contains 3619 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6752 members 
Mstep: Class 9 contains 30712 members 
Mstep: Class 10 contains 579 members 
Mstep: Class 12 contains 150055 members 
Mstep: Class 13 contains 39410 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5271 members 
Mstep: Class 16 contains 58046 members 
Mstep: Class 17 contains 45264 members 
Mstep: Class 18 contains 26549 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6344 members 
Mstep: Class 21 contains 7418 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17600 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044352.000000 Penalty: 76631.320312
Iteration 120F: 24 clusters Score -8.004435e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 228749 members 
Mstep: Class 3 contains 30123 members 
Mstep: Class 4 contains 3619 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 30713 members 
Mstep: Class 10 contains 579 members 
Mstep: Class 12 contains 150059 members 
Mstep: Class 13 contains 39423 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5268 members 
Mstep: Class 16 contains 58051 members 
Mstep: Class 17 contains 45260 members 
Mstep: Class 18 contains 26545 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6343 members 
Mstep: Class 21 contains 7418 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17598 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044312.000000 Penalty: 76631.320312
Iteration 121Q: 24 clusters Score -8.004431e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 228751 members 
Mstep: Class 3 contains 30122 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6757 members 
Mstep: Class 9 contains 30715 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150053 members 
Mstep: Class 13 contains 39435 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 58056 members 
Mstep: Class 17 contains 45256 members 
Mstep: Class 18 contains 26544 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6343 members 
Mstep: Class 21 contains 7418 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17599 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044384.000000 Penalty: 76631.320312
Iteration 122Q: 24 clusters Score -8.004438e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 228751 members 
Mstep: Class 3 contains 30118 members 
Mstep: Class 4 contains 3621 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 30714 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150054 members 
Mstep: Class 13 contains 39452 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5264 members 
Mstep: Class 16 contains 58058 members 
Mstep: Class 17 contains 45252 members 
Mstep: Class 18 contains 26544 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6343 members 
Mstep: Class 21 contains 7418 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17599 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044400.000000 Penalty: 76631.320312
Iteration 123Q: 24 clusters Score -8.00444e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 228744 members 
Mstep: Class 3 contains 30116 members 
Mstep: Class 4 contains 3621 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 30715 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150047 members 
Mstep: Class 13 contains 39473 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5261 members 
Mstep: Class 16 contains 58057 members 
Mstep: Class 17 contains 45249 members 
Mstep: Class 18 contains 26545 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6342 members 
Mstep: Class 21 contains 7419 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17598 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044376.000000 Penalty: 76631.320312
Iteration 124Q: 24 clusters Score -8.004438e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 228749 members 
Mstep: Class 3 contains 30114 members 
Mstep: Class 4 contains 3621 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 30713 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150039 members 
Mstep: Class 13 contains 39493 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5258 members 
Mstep: Class 16 contains 58063 members 
Mstep: Class 17 contains 45243 members 
Mstep: Class 18 contains 26545 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6343 members 
Mstep: Class 21 contains 7419 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17597 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044336.000000 Penalty: 76631.320312
Iteration 125Q: 24 clusters Score -8.004434e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 228747 members 
Mstep: Class 3 contains 30110 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 30714 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150034 members 
Mstep: Class 13 contains 39505 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5254 members 
Mstep: Class 16 contains 58064 members 
Mstep: Class 17 contains 45242 members 
Mstep: Class 18 contains 26545 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6344 members 
Mstep: Class 21 contains 7419 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17597 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044384.000000 Penalty: 76631.320312
Iteration 126Q: 24 clusters Score -8.004438e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 228751 members 
Mstep: Class 3 contains 30108 members 
Mstep: Class 4 contains 3618 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 30714 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150030 members 
Mstep: Class 13 contains 39516 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5250 members 
Mstep: Class 16 contains 58067 members 
Mstep: Class 17 contains 45239 members 
Mstep: Class 18 contains 26545 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6343 members 
Mstep: Class 21 contains 7420 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17597 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044336.000000 Penalty: 76631.320312
Iteration 127Q: 24 clusters Score -8.004434e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 228755 members 
Mstep: Class 3 contains 30106 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 30714 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150026 members 
Mstep: Class 13 contains 39525 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5249 members 
Mstep: Class 16 contains 58068 members 
Mstep: Class 17 contains 45235 members 
Mstep: Class 18 contains 26545 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6343 members 
Mstep: Class 21 contains 7420 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17597 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044392.000000 Penalty: 76631.320312
Iteration 128Q: 24 clusters Score -8.004439e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 228763 members 
Mstep: Class 3 contains 30103 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 30715 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150015 members 
Mstep: Class 13 contains 39529 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5249 members 
Mstep: Class 16 contains 58073 members 
Mstep: Class 17 contains 45234 members 
Mstep: Class 18 contains 26544 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6343 members 
Mstep: Class 21 contains 7420 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044368.000000 Penalty: 76631.320312
Iteration 129Q: 24 clusters Score -8.004437e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 228761 members 
Mstep: Class 3 contains 30102 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 30714 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150013 members 
Mstep: Class 13 contains 39537 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5248 members 
Mstep: Class 16 contains 58078 members 
Mstep: Class 17 contains 45236 members 
Mstep: Class 18 contains 26543 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6343 members 
Mstep: Class 21 contains 7419 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044368.000000 Penalty: 76631.320312
Iteration 130Q: 24 clusters Score -8.004437e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 228765 members 
Mstep: Class 3 contains 30102 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 30714 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150005 members 
Mstep: Class 13 contains 39542 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5247 members 
Mstep: Class 16 contains 58075 members 
Mstep: Class 17 contains 45235 members 
Mstep: Class 18 contains 26545 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6344 members 
Mstep: Class 21 contains 7419 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044360.000000 Penalty: 76631.320312
Iteration 131Q: 24 clusters Score -8.004436e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 228768 members 
Mstep: Class 3 contains 30103 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 30713 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150003 members 
Mstep: Class 13 contains 39545 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 58074 members 
Mstep: Class 17 contains 45233 members 
Mstep: Class 18 contains 26546 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6344 members 
Mstep: Class 21 contains 7419 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044400.000000 Penalty: 76631.320312
Iteration 132Q: 24 clusters Score -8.00444e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 228764 members 
Mstep: Class 3 contains 30102 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 30712 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150000 members 
Mstep: Class 13 contains 39555 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 58077 members 
Mstep: Class 17 contains 45233 members 
Mstep: Class 18 contains 26547 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6344 members 
Mstep: Class 21 contains 7419 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044416.000000 Penalty: 76631.320312
Iteration 133Q: 24 clusters Score -8.004442e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 228755 members 
Mstep: Class 3 contains 30103 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 30712 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150004 members 
Mstep: Class 13 contains 39564 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 58075 members 
Mstep: Class 17 contains 45230 members 
Mstep: Class 18 contains 26546 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6344 members 
Mstep: Class 21 contains 7419 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044392.000000 Penalty: 76631.320312
Iteration 134Q: 24 clusters Score -8.004439e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 228747 members 
Mstep: Class 3 contains 30104 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 30712 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150010 members 
Mstep: Class 13 contains 39569 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5244 members 
Mstep: Class 16 contains 58076 members 
Mstep: Class 17 contains 45228 members 
Mstep: Class 18 contains 26545 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6344 members 
Mstep: Class 21 contains 7419 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044392.000000 Penalty: 76631.320312
Iteration 135Q: 24 clusters Score -8.004439e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 228749 members 
Mstep: Class 3 contains 30102 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 30711 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150014 members 
Mstep: Class 13 contains 39573 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5242 members 
Mstep: Class 16 contains 58077 members 
Mstep: Class 17 contains 45225 members 
Mstep: Class 18 contains 26542 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6344 members 
Mstep: Class 21 contains 7419 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044432.000000 Penalty: 76631.320312
Iteration 136Q: 24 clusters Score -8.004443e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 228746 members 
Mstep: Class 3 contains 30100 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 30712 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150016 members 
Mstep: Class 13 contains 39579 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5240 members 
Mstep: Class 16 contains 58077 members 
Mstep: Class 17 contains 45221 members 
Mstep: Class 18 contains 26543 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6344 members 
Mstep: Class 21 contains 7419 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044368.000000 Penalty: 76631.320312
Iteration 137Q: 24 clusters Score -8.004437e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 228742 members 
Mstep: Class 3 contains 30099 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 30713 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150025 members 
Mstep: Class 13 contains 39582 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 58075 members 
Mstep: Class 17 contains 45217 members 
Mstep: Class 18 contains 26543 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6344 members 
Mstep: Class 21 contains 7420 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044416.000000 Penalty: 76631.320312
Iteration 138Q: 24 clusters Score -8.004442e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 228747 members 
Mstep: Class 3 contains 30098 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 30716 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150023 members 
Mstep: Class 13 contains 39583 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 58071 members 
Mstep: Class 17 contains 45215 members 
Mstep: Class 18 contains 26544 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6344 members 
Mstep: Class 21 contains 7422 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044408.000000 Penalty: 76631.320312
Iteration 139Q: 24 clusters Score -8.004441e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 228751 members 
Mstep: Class 3 contains 30096 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 30717 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150023 members 
Mstep: Class 13 contains 39584 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 58072 members 
Mstep: Class 17 contains 45214 members 
Mstep: Class 18 contains 26544 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6344 members 
Mstep: Class 21 contains 7422 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044432.000000 Penalty: 76631.320312
Iteration 140F: 24 clusters Score -8.004443e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228745 members 
Mstep: Class 3 contains 30092 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 30717 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150034 members 
Mstep: Class 13 contains 39584 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 58072 members 
Mstep: Class 17 contains 45214 members 
Mstep: Class 18 contains 26545 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6344 members 
Mstep: Class 21 contains 7422 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044464.000000 Penalty: 76631.320312
Iteration 141Q: 24 clusters Score -8.004446e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228753 members 
Mstep: Class 3 contains 30087 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 30716 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150032 members 
Mstep: Class 13 contains 39584 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 58072 members 
Mstep: Class 17 contains 45214 members 
Mstep: Class 18 contains 26546 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6344 members 
Mstep: Class 21 contains 7422 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044416.000000 Penalty: 76631.320312
Iteration 142Q: 24 clusters Score -8.004442e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228752 members 
Mstep: Class 3 contains 30077 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 30717 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150038 members 
Mstep: Class 13 contains 39583 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 58073 members 
Mstep: Class 17 contains 45215 members 
Mstep: Class 18 contains 26548 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6344 members 
Mstep: Class 21 contains 7422 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044416.000000 Penalty: 76631.320312
Iteration 143Q: 24 clusters Score -8.004442e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228753 members 
Mstep: Class 3 contains 30072 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 30716 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150042 members 
Mstep: Class 13 contains 39583 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 58073 members 
Mstep: Class 17 contains 45216 members 
Mstep: Class 18 contains 26548 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6344 members 
Mstep: Class 21 contains 7422 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044384.000000 Penalty: 76631.320312
Iteration 144Q: 24 clusters Score -8.004438e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228748 members 
Mstep: Class 3 contains 30071 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 30717 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150043 members 
Mstep: Class 13 contains 39583 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 58076 members 
Mstep: Class 17 contains 45218 members 
Mstep: Class 18 contains 26548 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6343 members 
Mstep: Class 21 contains 7422 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044408.000000 Penalty: 76631.320312
Iteration 145Q: 24 clusters Score -8.004441e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228744 members 
Mstep: Class 3 contains 30070 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 30717 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150044 members 
Mstep: Class 13 contains 39585 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 58078 members 
Mstep: Class 17 contains 45217 members 
Mstep: Class 18 contains 26548 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6344 members 
Mstep: Class 21 contains 7422 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044424.000000 Penalty: 76631.320312
Iteration 146Q: 24 clusters Score -8.004442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228740 members 
Mstep: Class 3 contains 30068 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6757 members 
Mstep: Class 9 contains 30717 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150049 members 
Mstep: Class 13 contains 39586 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 58077 members 
Mstep: Class 17 contains 45215 members 
Mstep: Class 18 contains 26548 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6344 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17597 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044376.000000 Penalty: 76631.320312
Iteration 147Q: 24 clusters Score -8.004438e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228737 members 
Mstep: Class 3 contains 30064 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6759 members 
Mstep: Class 9 contains 30718 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 150052 members 
Mstep: Class 13 contains 39585 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 58077 members 
Mstep: Class 17 contains 45214 members 
Mstep: Class 18 contains 26549 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17598 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044440.000000 Penalty: 76631.320312
Iteration 148Q: 24 clusters Score -8.004444e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228735 members 
Mstep: Class 3 contains 30063 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6762 members 
Mstep: Class 9 contains 30717 members 
Mstep: Class 10 contains 577 members 
Mstep: Class 12 contains 150052 members 
Mstep: Class 13 contains 39584 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 58079 members 
Mstep: Class 17 contains 45214 members 
Mstep: Class 18 contains 26550 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17598 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044408.000000 Penalty: 76631.320312
Iteration 149Q: 24 clusters Score -8.004441e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228737 members 
Mstep: Class 3 contains 30063 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6763 members 
Mstep: Class 9 contains 30717 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 12 contains 150053 members 
Mstep: Class 13 contains 39583 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 58078 members 
Mstep: Class 17 contains 45214 members 
Mstep: Class 18 contains 26550 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17597 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044432.000000 Penalty: 76631.320312
Iteration 150Q: 24 clusters Score -8.004443e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228736 members 
Mstep: Class 3 contains 30063 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6766 members 
Mstep: Class 9 contains 30717 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 12 contains 150050 members 
Mstep: Class 13 contains 39584 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 58078 members 
Mstep: Class 17 contains 45213 members 
Mstep: Class 18 contains 26551 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17597 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044432.000000 Penalty: 76631.320312
Iteration 151Q: 24 clusters Score -8.004443e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228733 members 
Mstep: Class 3 contains 30061 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6767 members 
Mstep: Class 9 contains 30717 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 12 contains 150054 members 
Mstep: Class 13 contains 39584 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 58080 members 
Mstep: Class 17 contains 45212 members 
Mstep: Class 18 contains 26550 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17597 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044448.000000 Penalty: 76631.320312
Iteration 152Q: 24 clusters Score -8.004445e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228732 members 
Mstep: Class 3 contains 30057 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6769 members 
Mstep: Class 9 contains 30720 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 12 contains 150055 members 
Mstep: Class 13 contains 39584 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 58079 members 
Mstep: Class 17 contains 45212 members 
Mstep: Class 18 contains 26551 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044448.000000 Penalty: 76631.320312
Iteration 153Q: 24 clusters Score -8.004445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228731 members 
Mstep: Class 3 contains 30055 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6770 members 
Mstep: Class 9 contains 30723 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 12 contains 150051 members 
Mstep: Class 13 contains 39585 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 58081 members 
Mstep: Class 17 contains 45212 members 
Mstep: Class 18 contains 26551 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044528.000000 Penalty: 76631.320312
Iteration 154Q: 24 clusters Score -8.004453e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228735 members 
Mstep: Class 3 contains 30052 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6771 members 
Mstep: Class 9 contains 30722 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 12 contains 150050 members 
Mstep: Class 13 contains 39585 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 58082 members 
Mstep: Class 17 contains 45211 members 
Mstep: Class 18 contains 26551 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044488.000000 Penalty: 76631.320312
Iteration 155Q: 24 clusters Score -8.004449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228734 members 
Mstep: Class 3 contains 30051 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6773 members 
Mstep: Class 9 contains 30722 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 12 contains 150052 members 
Mstep: Class 13 contains 39585 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 58079 members 
Mstep: Class 17 contains 45212 members 
Mstep: Class 18 contains 26551 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044448.000000 Penalty: 76631.320312
Iteration 156Q: 24 clusters Score -8.004445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228731 members 
Mstep: Class 3 contains 30049 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6777 members 
Mstep: Class 9 contains 30722 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 12 contains 150053 members 
Mstep: Class 13 contains 39586 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 58079 members 
Mstep: Class 17 contains 45212 members 
Mstep: Class 18 contains 26550 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044488.000000 Penalty: 76631.320312
Iteration 157Q: 24 clusters Score -8.004449e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228731 members 
Mstep: Class 3 contains 30045 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6780 members 
Mstep: Class 9 contains 30722 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 12 contains 150055 members 
Mstep: Class 13 contains 39586 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 58080 members 
Mstep: Class 17 contains 45211 members 
Mstep: Class 18 contains 26549 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044512.000000 Penalty: 76631.320312
Iteration 158Q: 24 clusters Score -8.004451e+07 nChanged 11
Entering ConstructFrom: 
Score: -80044512.000000 Penalty: 76631.320312
Entering ConstructFrom: 
Trying to split cluster 1 (3776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Entering Unmasked Estep 
Score: -445696.187500 Penalty: 2042.632324
	Iteration 0F: 2 clusters Score -445696.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -441967.218750 Penalty: 4085.264648
	Iteration 0F: 3 clusters Score -441967.2 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -442774.250000 Penalty: 4085.264648
	Iteration 1F: 3 clusters Score -442774.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -442955.812500 Penalty: 4085.264648
	Iteration 2F: 3 clusters Score -442955.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -443033.812500 Penalty: 4085.264648
	Iteration 3Q: 3 clusters Score -443033.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -443081.500000 Penalty: 4085.264648
	Iteration 4Q: 3 clusters Score -443081.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -443118.750000 Penalty: 4085.264648
	Iteration 5Q: 3 clusters Score -443118.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -443146.031250 Penalty: 4085.264648
	Iteration 6Q: 3 clusters Score -443146 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -443170.718750 Penalty: 4085.264648
	Iteration 7Q: 3 clusters Score -443170.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -443198.281250 Penalty: 4085.264648
	Iteration 8Q: 3 clusters Score -443198.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -443212.562500 Penalty: 4085.264648
	Iteration 9Q: 3 clusters Score -443212.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -443223.375000 Penalty: 4085.264648
	Iteration 10Q: 3 clusters Score -443223.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -443231.062500 Penalty: 4085.264648
	Iteration 11Q: 3 clusters Score -443231.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -443236.718750 Penalty: 4085.264648
	Iteration 12Q: 3 clusters Score -443236.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -443243.625000 Penalty: 4085.264648
	Iteration 13Q: 3 clusters Score -443243.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -443256.750000 Penalty: 4085.264648
	Iteration 14Q: 3 clusters Score -443256.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -443270.156250 Penalty: 4085.264648
	Iteration 15Q: 3 clusters Score -443270.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -443279.375000 Penalty: 4085.264648
	Iteration 16Q: 3 clusters Score -443279.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -443286.718750 Penalty: 4085.264648
	Iteration 17Q: 3 clusters Score -443286.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -443299.843750 Penalty: 4085.264648
	Iteration 18Q: 3 clusters Score -443299.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -443318.593750 Penalty: 4085.264648
	Iteration 19Q: 3 clusters Score -443318.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -443332.687500 Penalty: 4085.264648
	Iteration 20F: 3 clusters Score -443332.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -443348.500000 Penalty: 4085.264648
	Iteration 21Q: 3 clusters Score -443348.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -443356.437500 Penalty: 4085.264648
	Iteration 22Q: 3 clusters Score -443356.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -443364.312500 Penalty: 4085.264648
	Iteration 23Q: 3 clusters Score -443364.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -443367.593750 Penalty: 4085.264648
	Iteration 24Q: 3 clusters Score -443367.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -443372.531250 Penalty: 4085.264648
	Iteration 25Q: 3 clusters Score -443372.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -443377.937500 Penalty: 4085.264648
	Iteration 26Q: 3 clusters Score -443377.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -443382.937500 Penalty: 4085.264648
	Iteration 27Q: 3 clusters Score -443382.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -443386.125000 Penalty: 4085.264648
	Iteration 28Q: 3 clusters Score -443386.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -443388.125000 Penalty: 4085.264648
	Iteration 29Q: 3 clusters Score -443388.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -443389.937500 Penalty: 4085.264648
	Iteration 30Q: 3 clusters Score -443389.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -443390.343750 Penalty: 4085.264648
	Iteration 31Q: 3 clusters Score -443390.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -443391.031250 Penalty: 4085.264648
	Iteration 32Q: 3 clusters Score -443391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -443392.312500 Penalty: 4085.264648
	Iteration 33Q: 3 clusters Score -443392.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -443394.687500 Penalty: 4085.264648
	Iteration 34Q: 3 clusters Score -443394.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -443395.875000 Penalty: 4085.264648
	Iteration 35Q: 3 clusters Score -443395.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -443398.937500 Penalty: 4085.264648
	Iteration 36Q: 3 clusters Score -443398.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -443400.968750 Penalty: 4085.264648
	Iteration 37Q: 3 clusters Score -443401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -443402.187500 Penalty: 4085.264648
	Iteration 38Q: 3 clusters Score -443402.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -443403.625000 Penalty: 4085.264648
	Iteration 39Q: 3 clusters Score -443403.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -443404.468750 Penalty: 4085.264648
	Iteration 40F: 3 clusters Score -443404.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -443406.031250 Penalty: 4085.264648
	Iteration 41Q: 3 clusters Score -443406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -443407.093750 Penalty: 4085.264648
	Iteration 42Q: 3 clusters Score -443407.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -443407.437500 Penalty: 4085.264648
	Iteration 43Q: 3 clusters Score -443407.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -443408.750000 Penalty: 4085.264648
	Iteration 44Q: 3 clusters Score -443408.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -443408.750000 Penalty: 4085.264648
	Iteration 45F: 3 clusters Score -443408.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (228729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228729 members 
Entering Unmasked Estep 
Score: -27232090.000000 Penalty: 3060.392578
	Iteration 0F: 2 clusters Score -2.723209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114186 members 
Mstep: Class 2 contains 114543 members 
Entering Unmasked Estep 
Score: -27095684.000000 Penalty: 6120.785156
	Iteration 0F: 3 clusters Score -2.709568e+07 nChanged 110262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109424 members 
Mstep: Class 2 contains 119305 members 
Entering Unmasked Estep 
Score: -27159962.000000 Penalty: 6120.785156
	Iteration 1F: 3 clusters Score -2.715996e+07 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106086 members 
Mstep: Class 2 contains 122643 members 
Entering Unmasked Estep 
Score: -27161066.000000 Penalty: 6120.785156
	Iteration 2Q: 3 clusters Score -2.716107e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100790 members 
Mstep: Class 2 contains 127939 members 
Entering Unmasked Estep 
Score: -27162816.000000 Penalty: 6120.785156
	Iteration 3Q: 3 clusters Score -2.716282e+07 nChanged 9571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92735 members 
Mstep: Class 2 contains 135994 members 
Entering Unmasked Estep 
Score: -27166062.000000 Penalty: 6120.785156
	Iteration 4Q: 3 clusters Score -2.716606e+07 nChanged 12966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81077 members 
Mstep: Class 2 contains 147652 members 
Entering Unmasked Estep 
Score: -27171834.000000 Penalty: 6120.785156
	Iteration 5F: 3 clusters Score -2.717183e+07 nChanged 16428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65673 members 
Mstep: Class 2 contains 163056 members 
Entering Unmasked Estep 
Score: -27181646.000000 Penalty: 6120.785156
	Iteration 6F: 3 clusters Score -2.718165e+07 nChanged 18685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 180757 members 
Entering Unmasked Estep 
Score: -27195888.000000 Penalty: 6120.785156
	Iteration 7F: 3 clusters Score -2.719589e+07 nChanged 17598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 197467 members 
Entering Unmasked Estep 
Score: -27214140.000000 Penalty: 6120.785156
	Iteration 8F: 3 clusters Score -2.721414e+07 nChanged 13594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 210723 members 
Entering Unmasked Estep 
Score: -27227478.000000 Penalty: 6120.785156
	Iteration 9F: 3 clusters Score -2.722748e+07 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 219424 members 
Entering Unmasked Estep 
Score: -27231272.000000 Penalty: 6120.785156
	Iteration 10Q: 3 clusters Score -2.723127e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 224302 members 
Entering Unmasked Estep 
Score: -27231218.000000 Penalty: 6120.785156
	Iteration 11Q: 3 clusters Score -2.723122e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 226746 members 
Entering Unmasked Estep 
Score: -27230490.000000 Penalty: 6120.785156
	Iteration 12Q: 3 clusters Score -2.723049e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 227761 members 
Entering Unmasked Estep 
Score: -27229972.000000 Penalty: 6120.785156
	Iteration 13Q: 3 clusters Score -2.722997e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 228164 members 
Entering Unmasked Estep 
Score: -27229826.000000 Penalty: 6120.785156
	Iteration 14Q: 3 clusters Score -2.722983e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 228334 members 
Entering Unmasked Estep 
Score: -27229814.000000 Penalty: 6120.785156
	Iteration 15Q: 3 clusters Score -2.722981e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 228407 members 
Entering Unmasked Estep 
Score: -27229774.000000 Penalty: 6120.785156
	Iteration 16Q: 3 clusters Score -2.722977e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 228453 members 
Entering Unmasked Estep 
Score: -27229754.000000 Penalty: 6120.785156
	Iteration 17Q: 3 clusters Score -2.722975e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 228472 members 
Entering Unmasked Estep 
Score: -27229752.000000 Penalty: 6120.785156
	Iteration 18Q: 3 clusters Score -2.722975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 228483 members 
Entering Unmasked Estep 
Score: -27229756.000000 Penalty: 6120.785156
	Iteration 19Q: 3 clusters Score -2.722976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 228486 members 
Entering Unmasked Estep 
Score: -27229728.000000 Penalty: 6120.785156
	Iteration 20F: 3 clusters Score -2.722973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 228489 members 
Entering Unmasked Estep 
Score: -27229752.000000 Penalty: 6120.785156
	Iteration 21Q: 3 clusters Score -2.722975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 228491 members 
Entering Unmasked Estep 
Score: -27229720.000000 Penalty: 6120.785156
	Iteration 22Q: 3 clusters Score -2.722972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 228494 members 
Entering Unmasked Estep 
Score: -27229710.000000 Penalty: 6120.785156
	Iteration 23Q: 3 clusters Score -2.722971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 228494 members 
Entering Unmasked Estep 
Score: -27229722.000000 Penalty: 6120.785156
	Iteration 24Q: 3 clusters Score -2.722972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 228494 members 
Entering Unmasked Estep 
Score: -27229722.000000 Penalty: 6120.785156
	Iteration 25F: 3 clusters Score -2.722972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Entering Unmasked Estep 
Score: -3629762.000000 Penalty: 2557.008545
	Iteration 0F: 2 clusters Score -3629762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3609255.250000 Penalty: 5114.017090
	Iteration 0F: 3 clusters Score -3609255 nChanged 13552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -3616430.250000 Penalty: 5114.017090
	Iteration 1F: 3 clusters Score -3616430 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -3616894.000000 Penalty: 5114.017090
	Iteration 2Q: 3 clusters Score -3616894 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -3617254.500000 Penalty: 5114.017090
	Iteration 3Q: 3 clusters Score -3617254 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -3617632.750000 Penalty: 5114.017090
	Iteration 4Q: 3 clusters Score -3617633 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -3618032.250000 Penalty: 5114.017090
	Iteration 5Q: 3 clusters Score -3618032 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -3618495.750000 Penalty: 5114.017090
	Iteration 6Q: 3 clusters Score -3618496 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -3619029.750000 Penalty: 5114.017090
	Iteration 7Q: 3 clusters Score -3619030 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -3619791.250000 Penalty: 5114.017090
	Iteration 8Q: 3 clusters Score -3619791 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -3620779.000000 Penalty: 5114.017090
	Iteration 9F: 3 clusters Score -3620779 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -3621935.250000 Penalty: 5114.017090
	Iteration 10F: 3 clusters Score -3621935 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -3623331.000000 Penalty: 5114.017090
	Iteration 11F: 3 clusters Score -3623331 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -3624817.500000 Penalty: 5114.017090
	Iteration 12F: 3 clusters Score -3624818 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3625964.000000 Penalty: 5114.017090
	Iteration 13Q: 3 clusters Score -3625964 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3626671.250000 Penalty: 5114.017090
	Iteration 14Q: 3 clusters Score -3626671 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3627060.250000 Penalty: 5114.017090
	Iteration 15Q: 3 clusters Score -3627060 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3627236.000000 Penalty: 5114.017090
	Iteration 16Q: 3 clusters Score -3627236 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3627359.750000 Penalty: 5114.017090
	Iteration 17Q: 3 clusters Score -3627360 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3627429.750000 Penalty: 5114.017090
	Iteration 18Q: 3 clusters Score -3627430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3627470.250000 Penalty: 5114.017090
	Iteration 19Q: 3 clusters Score -3627470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3627495.250000 Penalty: 5114.017090
	Iteration 20F: 3 clusters Score -3627495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3627516.750000 Penalty: 5114.017090
	Iteration 21Q: 3 clusters Score -3627517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3627521.000000 Penalty: 5114.017090
	Iteration 22Q: 3 clusters Score -3627521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3627532.750000 Penalty: 5114.017090
	Iteration 23Q: 3 clusters Score -3627533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3627544.500000 Penalty: 5114.017090
	Iteration 24Q: 3 clusters Score -3627544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3627543.750000 Penalty: 5114.017090
	Iteration 25Q: 3 clusters Score -3627544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3627548.750000 Penalty: 5114.017090
	Iteration 26Q: 3 clusters Score -3627549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3627553.750000 Penalty: 5114.017090
	Iteration 27Q: 3 clusters Score -3627554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3627555.750000 Penalty: 5114.017090
	Iteration 28Q: 3 clusters Score -3627556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3627558.250000 Penalty: 5114.017090
	Iteration 29Q: 3 clusters Score -3627558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3627560.750000 Penalty: 5114.017090
	Iteration 30Q: 3 clusters Score -3627561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3627560.750000 Penalty: 5114.017090
	Iteration 31F: 3 clusters Score -3627561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Entering Unmasked Estep 
Score: -437051.656250 Penalty: 2031.963257
	Iteration 0F: 2 clusters Score -437051.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -433401.625000 Penalty: 4063.926514
	Iteration 0F: 3 clusters Score -433401.6 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -434120.937500 Penalty: 4063.926514
	Iteration 1F: 3 clusters Score -434120.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -434300.593750 Penalty: 4063.926514
	Iteration 2F: 3 clusters Score -434300.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -434444.812500 Penalty: 4063.926514
	Iteration 3F: 3 clusters Score -434444.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -434599.781250 Penalty: 4063.926514
	Iteration 4Q: 3 clusters Score -434599.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -434746.437500 Penalty: 4063.926514
	Iteration 5Q: 3 clusters Score -434746.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -434885.500000 Penalty: 4063.926514
	Iteration 6Q: 3 clusters Score -434885.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -435043.250000 Penalty: 4063.926514
	Iteration 7Q: 3 clusters Score -435043.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -435177.468750 Penalty: 4063.926514
	Iteration 8Q: 3 clusters Score -435177.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -435301.937500 Penalty: 4063.926514
	Iteration 9Q: 3 clusters Score -435301.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -435403.937500 Penalty: 4063.926514
	Iteration 10Q: 3 clusters Score -435403.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -435490.843750 Penalty: 4063.926514
	Iteration 11Q: 3 clusters Score -435490.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -435547.343750 Penalty: 4063.926514
	Iteration 12Q: 3 clusters Score -435547.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -435592.875000 Penalty: 4063.926514
	Iteration 13Q: 3 clusters Score -435592.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -435622.843750 Penalty: 4063.926514
	Iteration 14Q: 3 clusters Score -435622.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -435643.250000 Penalty: 4063.926514
	Iteration 15Q: 3 clusters Score -435643.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -435658.718750 Penalty: 4063.926514
	Iteration 16Q: 3 clusters Score -435658.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -435674.687500 Penalty: 4063.926514
	Iteration 17Q: 3 clusters Score -435674.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -435687.031250 Penalty: 4063.926514
	Iteration 18Q: 3 clusters Score -435687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -435705.406250 Penalty: 4063.926514
	Iteration 19Q: 3 clusters Score -435705.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -435720.406250 Penalty: 4063.926514
	Iteration 20F: 3 clusters Score -435720.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -435738.375000 Penalty: 4063.926514
	Iteration 21Q: 3 clusters Score -435738.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -435750.656250 Penalty: 4063.926514
	Iteration 22Q: 3 clusters Score -435750.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -435763.656250 Penalty: 4063.926514
	Iteration 23Q: 3 clusters Score -435763.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -435773.531250 Penalty: 4063.926514
	Iteration 24Q: 3 clusters Score -435773.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -435783.843750 Penalty: 4063.926514
	Iteration 25Q: 3 clusters Score -435783.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -435792.562500 Penalty: 4063.926514
	Iteration 26Q: 3 clusters Score -435792.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -435798.593750 Penalty: 4063.926514
	Iteration 27Q: 3 clusters Score -435798.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -435803.375000 Penalty: 4063.926514
	Iteration 28Q: 3 clusters Score -435803.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -435808.437500 Penalty: 4063.926514
	Iteration 29Q: 3 clusters Score -435808.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -435812.250000 Penalty: 4063.926514
	Iteration 30Q: 3 clusters Score -435812.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -435815.562500 Penalty: 4063.926514
	Iteration 31Q: 3 clusters Score -435815.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -435818.656250 Penalty: 4063.926514
	Iteration 32Q: 3 clusters Score -435818.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -435820.156250 Penalty: 4063.926514
	Iteration 33Q: 3 clusters Score -435820.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -435823.000000 Penalty: 4063.926514
	Iteration 34Q: 3 clusters Score -435823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -435824.968750 Penalty: 4063.926514
	Iteration 35Q: 3 clusters Score -435825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -435826.250000 Penalty: 4063.926514
	Iteration 36Q: 3 clusters Score -435826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -435826.218750 Penalty: 4063.926514
	Iteration 37Q: 3 clusters Score -435826.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -435826.218750 Penalty: 4063.926514
	Iteration 38F: 3 clusters Score -435826.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -191614.421875 Penalty: 1832.918091
	Iteration 0F: 2 clusters Score -191614.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -189218.656250 Penalty: 3665.836182
	Iteration 0F: 3 clusters Score -189218.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -189646.250000 Penalty: 3665.836182
	Iteration 1F: 3 clusters Score -189646.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -189772.843750 Penalty: 3665.836182
	Iteration 2F: 3 clusters Score -189772.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -189845.343750 Penalty: 3665.836182
	Iteration 3Q: 3 clusters Score -189845.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -189889.953125 Penalty: 3665.836182
	Iteration 4Q: 3 clusters Score -189890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -189905.312500 Penalty: 3665.836182
	Iteration 5Q: 3 clusters Score -189905.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -189916.234375 Penalty: 3665.836182
	Iteration 6Q: 3 clusters Score -189916.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -189923.984375 Penalty: 3665.836182
	Iteration 7Q: 3 clusters Score -189924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -189929.734375 Penalty: 3665.836182
	Iteration 8Q: 3 clusters Score -189929.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -189938.359375 Penalty: 3665.836182
	Iteration 9Q: 3 clusters Score -189938.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -189942.359375 Penalty: 3665.836182
	Iteration 10Q: 3 clusters Score -189942.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -189944.984375 Penalty: 3665.836182
	Iteration 11Q: 3 clusters Score -189945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -189946.078125 Penalty: 3665.836182
	Iteration 12Q: 3 clusters Score -189946.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -189948.593750 Penalty: 3665.836182
	Iteration 13Q: 3 clusters Score -189948.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -189949.015625 Penalty: 3665.836182
	Iteration 14Q: 3 clusters Score -189949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -189950.843750 Penalty: 3665.836182
	Iteration 15Q: 3 clusters Score -189950.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -189951.593750 Penalty: 3665.836182
	Iteration 16Q: 3 clusters Score -189951.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -189952.718750 Penalty: 3665.836182
	Iteration 17Q: 3 clusters Score -189952.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -189952.671875 Penalty: 3665.836182
	Iteration 18Q: 3 clusters Score -189952.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -189952.671875 Penalty: 3665.836182
	Iteration 19F: 3 clusters Score -189952.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Entering Unmasked Estep 
Score: -174021.500000 Penalty: 1834.443359
	Iteration 0F: 2 clusters Score -174021.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -171662.812500 Penalty: 3668.886719
	Iteration 0F: 3 clusters Score -171662.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -172189.000000 Penalty: 3668.886719
	Iteration 1F: 3 clusters Score -172189 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -172396.406250 Penalty: 3668.886719
	Iteration 2F: 3 clusters Score -172396.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -172558.875000 Penalty: 3668.886719
	Iteration 3F: 3 clusters Score -172558.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -172744.140625 Penalty: 3668.886719
	Iteration 4F: 3 clusters Score -172744.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -173063.875000 Penalty: 3668.886719
	Iteration 5F: 3 clusters Score -173063.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -173568.875000 Penalty: 3668.886719
	Iteration 6F: 3 clusters Score -173568.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -173849.468750 Penalty: 3668.886719
	Iteration 7F: 3 clusters Score -173849.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -174068.046875 Penalty: 3668.886719
	Iteration 8F: 3 clusters Score -174068 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -174293.078125 Penalty: 3668.886719
	Iteration 9Q: 3 clusters Score -174293.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -174384.812500 Penalty: 3668.886719
	Iteration 10Q: 3 clusters Score -174384.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -174407.343750 Penalty: 3668.886719
	Iteration 11Q: 3 clusters Score -174407.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -174423.359375 Penalty: 3668.886719
	Iteration 12Q: 3 clusters Score -174423.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -174426.984375 Penalty: 3668.886719
	Iteration 13Q: 3 clusters Score -174427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -174430.468750 Penalty: 3668.886719
	Iteration 14Q: 3 clusters Score -174430.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -174433.687500 Penalty: 3668.886719
	Iteration 15Q: 3 clusters Score -174433.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -174439.875000 Penalty: 3668.886719
	Iteration 16Q: 3 clusters Score -174439.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -174442.484375 Penalty: 3668.886719
	Iteration 17Q: 3 clusters Score -174442.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -174443.031250 Penalty: 3668.886719
	Iteration 18Q: 3 clusters Score -174443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -174443.031250 Penalty: 3668.886719
	Iteration 19F: 3 clusters Score -174443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228729 members 
Mstep: Class 3 contains 30047 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1063 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6784 members 
Mstep: Class 9 contains 30722 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 150053 members 
Mstep: Class 13 contains 39587 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 58079 members 
Mstep: Class 17 contains 45210 members 
Mstep: Class 18 contains 26549 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7422 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
Score: -80043432.000000 Penalty: 79963.109375
Splitting cluster 6 changes total score from -80044512.000000 to -80043432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -167367.750000 Penalty: 1806.465454
	Iteration 0F: 2 clusters Score -167367.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -165053.875000 Penalty: 3612.930908
	Iteration 0F: 3 clusters Score -165053.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -165415.140625 Penalty: 3612.930908
	Iteration 1F: 3 clusters Score -165415.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -165520.531250 Penalty: 3612.930908
	Iteration 2F: 3 clusters Score -165520.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -165566.781250 Penalty: 3612.930908
	Iteration 3Q: 3 clusters Score -165566.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -165587.687500 Penalty: 3612.930908
	Iteration 4Q: 3 clusters Score -165587.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -165603.140625 Penalty: 3612.930908
	Iteration 5Q: 3 clusters Score -165603.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -165618.625000 Penalty: 3612.930908
	Iteration 6Q: 3 clusters Score -165618.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -165632.546875 Penalty: 3612.930908
	Iteration 7Q: 3 clusters Score -165632.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -165641.046875 Penalty: 3612.930908
	Iteration 8Q: 3 clusters Score -165641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -165645.968750 Penalty: 3612.930908
	Iteration 9Q: 3 clusters Score -165646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -165647.796875 Penalty: 3612.930908
	Iteration 10Q: 3 clusters Score -165647.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -165648.906250 Penalty: 3612.930908
	Iteration 11Q: 3 clusters Score -165648.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -165648.906250 Penalty: 3612.930908
	Iteration 12F: 3 clusters Score -165648.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Entering Unmasked Estep 
Score: -828696.375000 Penalty: 2187.935791
	Iteration 0F: 2 clusters Score -828696.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -823045.937500 Penalty: 4375.871582
	Iteration 0F: 3 clusters Score -823045.9 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -824456.687500 Penalty: 4375.871582
	Iteration 1F: 3 clusters Score -824456.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -824697.875000 Penalty: 4375.871582
	Iteration 2F: 3 clusters Score -824697.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -824836.187500 Penalty: 4375.871582
	Iteration 3Q: 3 clusters Score -824836.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -824920.750000 Penalty: 4375.871582
	Iteration 4Q: 3 clusters Score -824920.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -824969.062500 Penalty: 4375.871582
	Iteration 5Q: 3 clusters Score -824969.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -825010.687500 Penalty: 4375.871582
	Iteration 6Q: 3 clusters Score -825010.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -825039.562500 Penalty: 4375.871582
	Iteration 7Q: 3 clusters Score -825039.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -825066.562500 Penalty: 4375.871582
	Iteration 8Q: 3 clusters Score -825066.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -825090.687500 Penalty: 4375.871582
	Iteration 9Q: 3 clusters Score -825090.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -825112.812500 Penalty: 4375.871582
	Iteration 10Q: 3 clusters Score -825112.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -825128.750000 Penalty: 4375.871582
	Iteration 11Q: 3 clusters Score -825128.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -825143.500000 Penalty: 4375.871582
	Iteration 12Q: 3 clusters Score -825143.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -825152.875000 Penalty: 4375.871582
	Iteration 13Q: 3 clusters Score -825152.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -825165.250000 Penalty: 4375.871582
	Iteration 14Q: 3 clusters Score -825165.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -825173.812500 Penalty: 4375.871582
	Iteration 15Q: 3 clusters Score -825173.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -825187.250000 Penalty: 4375.871582
	Iteration 16Q: 3 clusters Score -825187.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -825195.812500 Penalty: 4375.871582
	Iteration 17Q: 3 clusters Score -825195.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -825205.750000 Penalty: 4375.871582
	Iteration 18Q: 3 clusters Score -825205.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -825214.625000 Penalty: 4375.871582
	Iteration 19Q: 3 clusters Score -825214.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -825215.562500 Penalty: 4375.871582
	Iteration 20F: 3 clusters Score -825215.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -825223.437500 Penalty: 4375.871582
	Iteration 21Q: 3 clusters Score -825223.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -825228.187500 Penalty: 4375.871582
	Iteration 22Q: 3 clusters Score -825228.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -825232.187500 Penalty: 4375.871582
	Iteration 23Q: 3 clusters Score -825232.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -825236.625000 Penalty: 4375.871582
	Iteration 24Q: 3 clusters Score -825236.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -825239.750000 Penalty: 4375.871582
	Iteration 25Q: 3 clusters Score -825239.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -825244.062500 Penalty: 4375.871582
	Iteration 26Q: 3 clusters Score -825244.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -825245.187500 Penalty: 4375.871582
	Iteration 27Q: 3 clusters Score -825245.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -825246.125000 Penalty: 4375.871582
	Iteration 28Q: 3 clusters Score -825246.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -825250.375000 Penalty: 4375.871582
	Iteration 29Q: 3 clusters Score -825250.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -825252.500000 Penalty: 4375.871582
	Iteration 30Q: 3 clusters Score -825252.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -825255.625000 Penalty: 4375.871582
	Iteration 31Q: 3 clusters Score -825255.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -825261.125000 Penalty: 4375.871582
	Iteration 32Q: 3 clusters Score -825261.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -825264.750000 Penalty: 4375.871582
	Iteration 33Q: 3 clusters Score -825264.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -825265.312500 Penalty: 4375.871582
	Iteration 34Q: 3 clusters Score -825265.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -825267.750000 Penalty: 4375.871582
	Iteration 35Q: 3 clusters Score -825267.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -825268.937500 Penalty: 4375.871582
	Iteration 36Q: 3 clusters Score -825268.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -825270.687500 Penalty: 4375.871582
	Iteration 37Q: 3 clusters Score -825270.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -825274.625000 Penalty: 4375.871582
	Iteration 38Q: 3 clusters Score -825274.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -825274.125000 Penalty: 4375.871582
	Iteration 39Q: 3 clusters Score -825274.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -825275.062500 Penalty: 4375.871582
	Iteration 40F: 3 clusters Score -825275.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -825276.062500 Penalty: 4375.871582
	Iteration 41Q: 3 clusters Score -825276.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -825278.437500 Penalty: 4375.871582
	Iteration 42Q: 3 clusters Score -825278.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -825280.250000 Penalty: 4375.871582
	Iteration 43Q: 3 clusters Score -825280.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -825282.937500 Penalty: 4375.871582
	Iteration 44Q: 3 clusters Score -825282.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -825285.437500 Penalty: 4375.871582
	Iteration 45Q: 3 clusters Score -825285.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -825288.125000 Penalty: 4375.871582
	Iteration 46Q: 3 clusters Score -825288.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -825289.125000 Penalty: 4375.871582
	Iteration 47Q: 3 clusters Score -825289.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -825289.062500 Penalty: 4375.871582
	Iteration 48Q: 3 clusters Score -825289.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -825291.375000 Penalty: 4375.871582
	Iteration 49Q: 3 clusters Score -825291.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -825289.875000 Penalty: 4375.871582
	Iteration 50Q: 3 clusters Score -825289.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -825291.312500 Penalty: 4375.871582
	Iteration 51Q: 3 clusters Score -825291.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -825295.187500 Penalty: 4375.871582
	Iteration 52Q: 3 clusters Score -825295.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -825296.187500 Penalty: 4375.871582
	Iteration 53Q: 3 clusters Score -825296.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -825299.000000 Penalty: 4375.871582
	Iteration 54Q: 3 clusters Score -825299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -825302.375000 Penalty: 4375.871582
	Iteration 55Q: 3 clusters Score -825302.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -825305.625000 Penalty: 4375.871582
	Iteration 56Q: 3 clusters Score -825305.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -825305.812500 Penalty: 4375.871582
	Iteration 57Q: 3 clusters Score -825305.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -825310.250000 Penalty: 4375.871582
	Iteration 58Q: 3 clusters Score -825310.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -825313.000000 Penalty: 4375.871582
	Iteration 59Q: 3 clusters Score -825313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -825313.187500 Penalty: 4375.871582
	Iteration 60F: 3 clusters Score -825313.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -825314.062500 Penalty: 4375.871582
	Iteration 61Q: 3 clusters Score -825314.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -825315.687500 Penalty: 4375.871582
	Iteration 62Q: 3 clusters Score -825315.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -825316.500000 Penalty: 4375.871582
	Iteration 63Q: 3 clusters Score -825316.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -825317.125000 Penalty: 4375.871582
	Iteration 64Q: 3 clusters Score -825317.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -825318.187500 Penalty: 4375.871582
	Iteration 65Q: 3 clusters Score -825318.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -825320.437500 Penalty: 4375.871582
	Iteration 66Q: 3 clusters Score -825320.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -825321.312500 Penalty: 4375.871582
	Iteration 67Q: 3 clusters Score -825321.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -825322.125000 Penalty: 4375.871582
	Iteration 68Q: 3 clusters Score -825322.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -825322.937500 Penalty: 4375.871582
	Iteration 69Q: 3 clusters Score -825322.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -825322.312500 Penalty: 4375.871582
	Iteration 70Q: 3 clusters Score -825322.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -825324.187500 Penalty: 4375.871582
	Iteration 71Q: 3 clusters Score -825324.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -825323.625000 Penalty: 4375.871582
	Iteration 72Q: 3 clusters Score -825323.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -825324.750000 Penalty: 4375.871582
	Iteration 73Q: 3 clusters Score -825324.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -825326.375000 Penalty: 4375.871582
	Iteration 74Q: 3 clusters Score -825326.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -825327.625000 Penalty: 4375.871582
	Iteration 75Q: 3 clusters Score -825327.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -825328.562500 Penalty: 4375.871582
	Iteration 76Q: 3 clusters Score -825328.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -825329.937500 Penalty: 4375.871582
	Iteration 77Q: 3 clusters Score -825329.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -825333.250000 Penalty: 4375.871582
	Iteration 78Q: 3 clusters Score -825333.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -825334.187500 Penalty: 4375.871582
	Iteration 79Q: 3 clusters Score -825334.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -825335.812500 Penalty: 4375.871582
	Iteration 80F: 3 clusters Score -825335.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -825335.437500 Penalty: 4375.871582
	Iteration 81Q: 3 clusters Score -825335.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -825335.812500 Penalty: 4375.871582
	Iteration 82Q: 3 clusters Score -825335.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -825335.437500 Penalty: 4375.871582
	Iteration 83Q: 3 clusters Score -825335.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -825335.750000 Penalty: 4375.871582
	Iteration 84Q: 3 clusters Score -825335.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -825336.687500 Penalty: 4375.871582
	Iteration 85Q: 3 clusters Score -825336.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -825337.250000 Penalty: 4375.871582
	Iteration 86Q: 3 clusters Score -825337.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -825338.062500 Penalty: 4375.871582
	Iteration 87Q: 3 clusters Score -825338.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -825336.687500 Penalty: 4375.871582
	Iteration 88Q: 3 clusters Score -825336.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -825339.312500 Penalty: 4375.871582
	Iteration 89Q: 3 clusters Score -825339.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -825339.687500 Penalty: 4375.871582
	Iteration 90Q: 3 clusters Score -825339.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -825341.625000 Penalty: 4375.871582
	Iteration 91Q: 3 clusters Score -825341.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -825344.937500 Penalty: 4375.871582
	Iteration 92Q: 3 clusters Score -825344.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -825347.062500 Penalty: 4375.871582
	Iteration 93Q: 3 clusters Score -825347.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -825348.500000 Penalty: 4375.871582
	Iteration 94Q: 3 clusters Score -825348.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -825350.500000 Penalty: 4375.871582
	Iteration 95Q: 3 clusters Score -825350.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -825353.250000 Penalty: 4375.871582
	Iteration 96Q: 3 clusters Score -825353.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -825358.375000 Penalty: 4375.871582
	Iteration 97Q: 3 clusters Score -825358.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -825367.312500 Penalty: 4375.871582
	Iteration 98Q: 3 clusters Score -825367.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -825378.000000 Penalty: 4375.871582
	Iteration 99Q: 3 clusters Score -825378 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -825393.312500 Penalty: 4375.871582
	Iteration 100F: 3 clusters Score -825393.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -825410.187500 Penalty: 4375.871582
	Iteration 101Q: 3 clusters Score -825410.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -825430.125000 Penalty: 4375.871582
	Iteration 102Q: 3 clusters Score -825430.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -825454.625000 Penalty: 4375.871582
	Iteration 103Q: 3 clusters Score -825454.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -825476.250000 Penalty: 4375.871582
	Iteration 104Q: 3 clusters Score -825476.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -825501.875000 Penalty: 4375.871582
	Iteration 105Q: 3 clusters Score -825501.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -825523.500000 Penalty: 4375.871582
	Iteration 106Q: 3 clusters Score -825523.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -825550.937500 Penalty: 4375.871582
	Iteration 107Q: 3 clusters Score -825550.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -825590.812500 Penalty: 4375.871582
	Iteration 108Q: 3 clusters Score -825590.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -825633.000000 Penalty: 4375.871582
	Iteration 109Q: 3 clusters Score -825633 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -825684.687500 Penalty: 4375.871582
	Iteration 110Q: 3 clusters Score -825684.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -825749.562500 Penalty: 4375.871582
	Iteration 111Q: 3 clusters Score -825749.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -825817.625000 Penalty: 4375.871582
	Iteration 112Q: 3 clusters Score -825817.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -825901.500000 Penalty: 4375.871582
	Iteration 113Q: 3 clusters Score -825901.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -825998.562500 Penalty: 4375.871582
	Iteration 114Q: 3 clusters Score -825998.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -826098.375000 Penalty: 4375.871582
	Iteration 115Q: 3 clusters Score -826098.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -826195.312500 Penalty: 4375.871582
	Iteration 116Q: 3 clusters Score -826195.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -826279.500000 Penalty: 4375.871582
	Iteration 117Q: 3 clusters Score -826279.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -826365.875000 Penalty: 4375.871582
	Iteration 118Q: 3 clusters Score -826365.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -826432.437500 Penalty: 4375.871582
	Iteration 119Q: 3 clusters Score -826432.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -826483.187500 Penalty: 4375.871582
	Iteration 120F: 3 clusters Score -826483.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -826530.562500 Penalty: 4375.871582
	Iteration 121Q: 3 clusters Score -826530.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -826568.750000 Penalty: 4375.871582
	Iteration 122Q: 3 clusters Score -826568.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -826596.562500 Penalty: 4375.871582
	Iteration 123Q: 3 clusters Score -826596.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -826629.062500 Penalty: 4375.871582
	Iteration 124Q: 3 clusters Score -826629.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -826661.875000 Penalty: 4375.871582
	Iteration 125Q: 3 clusters Score -826661.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -826684.125000 Penalty: 4375.871582
	Iteration 126Q: 3 clusters Score -826684.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -826697.875000 Penalty: 4375.871582
	Iteration 127Q: 3 clusters Score -826697.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -826706.437500 Penalty: 4375.871582
	Iteration 128Q: 3 clusters Score -826706.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -826714.687500 Penalty: 4375.871582
	Iteration 129Q: 3 clusters Score -826714.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -826721.875000 Penalty: 4375.871582
	Iteration 130Q: 3 clusters Score -826721.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -826728.250000 Penalty: 4375.871582
	Iteration 131Q: 3 clusters Score -826728.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -826734.875000 Penalty: 4375.871582
	Iteration 132Q: 3 clusters Score -826734.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -826741.500000 Penalty: 4375.871582
	Iteration 133Q: 3 clusters Score -826741.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -826745.687500 Penalty: 4375.871582
	Iteration 134Q: 3 clusters Score -826745.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -826748.687500 Penalty: 4375.871582
	Iteration 135Q: 3 clusters Score -826748.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -826751.437500 Penalty: 4375.871582
	Iteration 136Q: 3 clusters Score -826751.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -826754.000000 Penalty: 4375.871582
	Iteration 137Q: 3 clusters Score -826754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -826754.375000 Penalty: 4375.871582
	Iteration 138Q: 3 clusters Score -826754.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -826754.375000 Penalty: 4375.871582
	Iteration 139F: 3 clusters Score -826754.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Entering Unmasked Estep 
Score: -3710970.750000 Penalty: 2562.518066
	Iteration 0F: 2 clusters Score -3710971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3690016.000000 Penalty: 5125.036133
	Iteration 0F: 3 clusters Score -3690016 nChanged 13862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -3697258.750000 Penalty: 5125.036133
	Iteration 1F: 3 clusters Score -3697259 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -3697776.250000 Penalty: 5125.036133
	Iteration 2Q: 3 clusters Score -3697776 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -3698297.500000 Penalty: 5125.036133
	Iteration 3Q: 3 clusters Score -3698298 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -3698929.750000 Penalty: 5125.036133
	Iteration 4Q: 3 clusters Score -3698930 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -3699685.000000 Penalty: 5125.036133
	Iteration 5Q: 3 clusters Score -3699685 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -3700662.250000 Penalty: 5125.036133
	Iteration 6F: 3 clusters Score -3700662 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -3701846.750000 Penalty: 5125.036133
	Iteration 7F: 3 clusters Score -3701847 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -3703224.750000 Penalty: 5125.036133
	Iteration 8F: 3 clusters Score -3703225 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -3704684.750000 Penalty: 5125.036133
	Iteration 9F: 3 clusters Score -3704685 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -3705918.250000 Penalty: 5125.036133
	Iteration 10F: 3 clusters Score -3705918 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -3706726.500000 Penalty: 5125.036133
	Iteration 11Q: 3 clusters Score -3706726 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -3707144.500000 Penalty: 5125.036133
	Iteration 12Q: 3 clusters Score -3707144 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -3707353.750000 Penalty: 5125.036133
	Iteration 13Q: 3 clusters Score -3707354 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -3707510.750000 Penalty: 5125.036133
	Iteration 14Q: 3 clusters Score -3707511 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -3707608.250000 Penalty: 5125.036133
	Iteration 15Q: 3 clusters Score -3707608 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -3707708.500000 Penalty: 5125.036133
	Iteration 16Q: 3 clusters Score -3707708 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -3707773.500000 Penalty: 5125.036133
	Iteration 17Q: 3 clusters Score -3707774 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -3707862.250000 Penalty: 5125.036133
	Iteration 18Q: 3 clusters Score -3707862 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -3707910.750000 Penalty: 5125.036133
	Iteration 19Q: 3 clusters Score -3707911 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -3707959.750000 Penalty: 5125.036133
	Iteration 20F: 3 clusters Score -3707960 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -3707994.000000 Penalty: 5125.036133
	Iteration 21Q: 3 clusters Score -3707994 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -3708031.750000 Penalty: 5125.036133
	Iteration 22Q: 3 clusters Score -3708032 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -3708078.500000 Penalty: 5125.036133
	Iteration 23Q: 3 clusters Score -3708078 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -3708109.500000 Penalty: 5125.036133
	Iteration 24Q: 3 clusters Score -3708110 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -3708152.000000 Penalty: 5125.036133
	Iteration 25Q: 3 clusters Score -3708152 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -3708180.500000 Penalty: 5125.036133
	Iteration 26Q: 3 clusters Score -3708180 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -3708233.750000 Penalty: 5125.036133
	Iteration 27Q: 3 clusters Score -3708234 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -3708269.500000 Penalty: 5125.036133
	Iteration 28Q: 3 clusters Score -3708270 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -3708299.250000 Penalty: 5125.036133
	Iteration 29Q: 3 clusters Score -3708299 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -3708328.750000 Penalty: 5125.036133
	Iteration 30Q: 3 clusters Score -3708329 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -3708355.250000 Penalty: 5125.036133
	Iteration 31Q: 3 clusters Score -3708355 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -3708367.000000 Penalty: 5125.036133
	Iteration 32Q: 3 clusters Score -3708367 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -3708395.250000 Penalty: 5125.036133
	Iteration 33Q: 3 clusters Score -3708395 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -3708410.250000 Penalty: 5125.036133
	Iteration 34Q: 3 clusters Score -3708410 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -3708448.750000 Penalty: 5125.036133
	Iteration 35Q: 3 clusters Score -3708449 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -3708477.250000 Penalty: 5125.036133
	Iteration 36Q: 3 clusters Score -3708477 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -3708545.000000 Penalty: 5125.036133
	Iteration 37Q: 3 clusters Score -3708545 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -3708649.750000 Penalty: 5125.036133
	Iteration 38Q: 3 clusters Score -3708650 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -3708834.500000 Penalty: 5125.036133
	Iteration 39Q: 3 clusters Score -3708834 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -3709089.750000 Penalty: 5125.036133
	Iteration 40F: 3 clusters Score -3709090 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -3709404.750000 Penalty: 5125.036133
	Iteration 41Q: 3 clusters Score -3709405 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -3709572.000000 Penalty: 5125.036133
	Iteration 42Q: 3 clusters Score -3709572 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3709663.000000 Penalty: 5125.036133
	Iteration 43Q: 3 clusters Score -3709663 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -3709703.750000 Penalty: 5125.036133
	Iteration 44Q: 3 clusters Score -3709704 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -3709717.750000 Penalty: 5125.036133
	Iteration 45Q: 3 clusters Score -3709718 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -3709738.500000 Penalty: 5125.036133
	Iteration 46Q: 3 clusters Score -3709738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -3709739.500000 Penalty: 5125.036133
	Iteration 47Q: 3 clusters Score -3709740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -3709741.750000 Penalty: 5125.036133
	Iteration 48Q: 3 clusters Score -3709742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -3709748.750000 Penalty: 5125.036133
	Iteration 49Q: 3 clusters Score -3709749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -3709747.500000 Penalty: 5125.036133
	Iteration 50Q: 3 clusters Score -3709748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -3709753.500000 Penalty: 5125.036133
	Iteration 51Q: 3 clusters Score -3709754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -3709750.500000 Penalty: 5125.036133
	Iteration 52Q: 3 clusters Score -3709750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -3709753.750000 Penalty: 5125.036133
	Iteration 53Q: 3 clusters Score -3709754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -3709757.250000 Penalty: 5125.036133
	Iteration 54Q: 3 clusters Score -3709757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -3709755.750000 Penalty: 5125.036133
	Iteration 55Q: 3 clusters Score -3709756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -3709757.000000 Penalty: 5125.036133
	Iteration 56Q: 3 clusters Score -3709757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -3709759.750000 Penalty: 5125.036133
	Iteration 57Q: 3 clusters Score -3709760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -3709759.250000 Penalty: 5125.036133
	Iteration 58Q: 3 clusters Score -3709759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -3709759.250000 Penalty: 5125.036133
	Iteration 59Q: 3 clusters Score -3709759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -3709759.250000 Penalty: 5125.036133
	Iteration 60F: 3 clusters Score -3709759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -67253.921875 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -67253.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -65644.593750 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -65644.59 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -65820.796875 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -65820.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65861.265625 Penalty: 3152.629395
	Iteration 2Q: 3 clusters Score -65861.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -65884.085938 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -65884.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -65889.585938 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -65889.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -65895.648438 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -65895.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65899.367188 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -65899.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -65904.046875 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -65904.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65906.476562 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -65906.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65906.476562 Penalty: 3152.629395
	Iteration 9F: 3 clusters Score -65906.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (150053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150053 members 
Entering Unmasked Estep 
Score: -17903236.000000 Penalty: 2955.848633
	Iteration 0F: 2 clusters Score -1.790324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74806 members 
Mstep: Class 2 contains 75247 members 
Entering Unmasked Estep 
Score: -17804736.000000 Penalty: 5911.697266
	Iteration 0F: 3 clusters Score -1.780474e+07 nChanged 71887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71315 members 
Mstep: Class 2 contains 78738 members 
Entering Unmasked Estep 
Score: -17846368.000000 Penalty: 5911.697266
	Iteration 1F: 3 clusters Score -1.784637e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69301 members 
Mstep: Class 2 contains 80752 members 
Entering Unmasked Estep 
Score: -17847240.000000 Penalty: 5911.697266
	Iteration 2Q: 3 clusters Score -1.784724e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66163 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -17848318.000000 Penalty: 5911.697266
	Iteration 3Q: 3 clusters Score -1.784832e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61426 members 
Mstep: Class 2 contains 88627 members 
Entering Unmasked Estep 
Score: -17850380.000000 Penalty: 5911.697266
	Iteration 4Q: 3 clusters Score -1.785038e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54385 members 
Mstep: Class 2 contains 95668 members 
Entering Unmasked Estep 
Score: -17854124.000000 Penalty: 5911.697266
	Iteration 5F: 3 clusters Score -1.785412e+07 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 105622 members 
Entering Unmasked Estep 
Score: -17860558.000000 Penalty: 5911.697266
	Iteration 6F: 3 clusters Score -1.786056e+07 nChanged 12759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 118321 members 
Entering Unmasked Estep 
Score: -17870828.000000 Penalty: 5911.697266
	Iteration 7F: 3 clusters Score -1.787083e+07 nChanged 13522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 131837 members 
Entering Unmasked Estep 
Score: -17883172.000000 Penalty: 5911.697266
	Iteration 8F: 3 clusters Score -1.788317e+07 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 142198 members 
Entering Unmasked Estep 
Score: -17893270.000000 Penalty: 5911.697266
	Iteration 9F: 3 clusters Score -1.789327e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 147464 members 
Entering Unmasked Estep 
Score: -17898208.000000 Penalty: 5911.697266
	Iteration 10Q: 3 clusters Score -1.789821e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 149238 members 
Entering Unmasked Estep 
Score: -17899876.000000 Penalty: 5911.697266
	Iteration 11Q: 3 clusters Score -1.789988e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 149686 members 
Entering Unmasked Estep 
Score: -17900324.000000 Penalty: 5911.697266
	Iteration 12Q: 3 clusters Score -1.790032e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 149783 members 
Entering Unmasked Estep 
Score: -17900432.000000 Penalty: 5911.697266
	Iteration 13Q: 3 clusters Score -1.790043e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 149823 members 
Entering Unmasked Estep 
Score: -17900522.000000 Penalty: 5911.697266
	Iteration 14Q: 3 clusters Score -1.790052e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 149837 members 
Entering Unmasked Estep 
Score: -17900564.000000 Penalty: 5911.697266
	Iteration 15Q: 3 clusters Score -1.790056e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 149843 members 
Entering Unmasked Estep 
Score: -17900600.000000 Penalty: 5911.697266
	Iteration 16Q: 3 clusters Score -1.79006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 149847 members 
Entering Unmasked Estep 
Score: -17900624.000000 Penalty: 5911.697266
	Iteration 17Q: 3 clusters Score -1.790062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 149846 members 
Entering Unmasked Estep 
Score: -17900618.000000 Penalty: 5911.697266
	Iteration 18Q: 3 clusters Score -1.790062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 149845 members 
Entering Unmasked Estep 
Score: -17900614.000000 Penalty: 5911.697266
	Iteration 19Q: 3 clusters Score -1.790061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 149844 members 
Entering Unmasked Estep 
Score: -17900628.000000 Penalty: 5911.697266
	Iteration 20F: 3 clusters Score -1.790063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 149845 members 
Entering Unmasked Estep 
Score: -17900624.000000 Penalty: 5911.697266
	Iteration 21Q: 3 clusters Score -1.790062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 149846 members 
Entering Unmasked Estep 
Score: -17900626.000000 Penalty: 5911.697266
	Iteration 22Q: 3 clusters Score -1.790063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 149846 members 
Entering Unmasked Estep 
Score: -17900626.000000 Penalty: 5911.697266
	Iteration 23F: 3 clusters Score -1.790063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Entering Unmasked Estep 
Score: -4633840.000000 Penalty: 2625.391602
	Iteration 0F: 2 clusters Score -4633840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -4607010.500000 Penalty: 5250.783203
	Iteration 0F: 3 clusters Score -4607010 nChanged 18083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -4616905.500000 Penalty: 5250.783203
	Iteration 1F: 3 clusters Score -4616906 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -4617324.000000 Penalty: 5250.783203
	Iteration 2Q: 3 clusters Score -4617324 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -4617672.500000 Penalty: 5250.783203
	Iteration 3Q: 3 clusters Score -4617672 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -4618026.000000 Penalty: 5250.783203
	Iteration 4Q: 3 clusters Score -4618026 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -4618463.000000 Penalty: 5250.783203
	Iteration 5Q: 3 clusters Score -4618463 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -4619085.500000 Penalty: 5250.783203
	Iteration 6Q: 3 clusters Score -4619086 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -4620161.000000 Penalty: 5250.783203
	Iteration 7F: 3 clusters Score -4620161 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -4621912.000000 Penalty: 5250.783203
	Iteration 8F: 3 clusters Score -4621912 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -4624502.500000 Penalty: 5250.783203
	Iteration 9F: 3 clusters Score -4624502 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -4627417.000000 Penalty: 5250.783203
	Iteration 10F: 3 clusters Score -4627417 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -4629781.000000 Penalty: 5250.783203
	Iteration 11F: 3 clusters Score -4629781 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -4630926.500000 Penalty: 5250.783203
	Iteration 12Q: 3 clusters Score -4630926 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -4631316.500000 Penalty: 5250.783203
	Iteration 13Q: 3 clusters Score -4631316 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -4631462.500000 Penalty: 5250.783203
	Iteration 14Q: 3 clusters Score -4631462 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -4631542.500000 Penalty: 5250.783203
	Iteration 15Q: 3 clusters Score -4631542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -4631580.000000 Penalty: 5250.783203
	Iteration 16Q: 3 clusters Score -4631580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -4631606.000000 Penalty: 5250.783203
	Iteration 17Q: 3 clusters Score -4631606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -4631612.500000 Penalty: 5250.783203
	Iteration 18Q: 3 clusters Score -4631612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -4631612.000000 Penalty: 5250.783203
	Iteration 19Q: 3 clusters Score -4631612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -4631615.000000 Penalty: 5250.783203
	Iteration 20F: 3 clusters Score -4631615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -4631616.000000 Penalty: 5250.783203
	Iteration 21Q: 3 clusters Score -4631616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -4631616.000000 Penalty: 5250.783203
	Iteration 22F: 3 clusters Score -4631616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Entering Unmasked Estep 
Score: -210713.703125 Penalty: 1862.179199
	Iteration 0F: 2 clusters Score -210713.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -208201.796875 Penalty: 3724.358398
	Iteration 0F: 3 clusters Score -208201.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -208615.078125 Penalty: 3724.358398
	Iteration 1F: 3 clusters Score -208615.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -208735.921875 Penalty: 3724.358398
	Iteration 2F: 3 clusters Score -208735.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -208802.265625 Penalty: 3724.358398
	Iteration 3Q: 3 clusters Score -208802.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -208846.000000 Penalty: 3724.358398
	Iteration 4Q: 3 clusters Score -208846 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -208881.578125 Penalty: 3724.358398
	Iteration 5Q: 3 clusters Score -208881.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -208914.906250 Penalty: 3724.358398
	Iteration 6Q: 3 clusters Score -208914.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -208935.156250 Penalty: 3724.358398
	Iteration 7Q: 3 clusters Score -208935.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -208949.875000 Penalty: 3724.358398
	Iteration 8Q: 3 clusters Score -208949.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -208966.640625 Penalty: 3724.358398
	Iteration 9Q: 3 clusters Score -208966.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -208989.546875 Penalty: 3724.358398
	Iteration 10Q: 3 clusters Score -208989.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -209006.828125 Penalty: 3724.358398
	Iteration 11Q: 3 clusters Score -209006.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -209028.250000 Penalty: 3724.358398
	Iteration 12Q: 3 clusters Score -209028.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -209058.421875 Penalty: 3724.358398
	Iteration 13Q: 3 clusters Score -209058.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -209113.843750 Penalty: 3724.358398
	Iteration 14Q: 3 clusters Score -209113.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -209171.750000 Penalty: 3724.358398
	Iteration 15Q: 3 clusters Score -209171.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -209215.640625 Penalty: 3724.358398
	Iteration 16Q: 3 clusters Score -209215.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -209273.640625 Penalty: 3724.358398
	Iteration 17Q: 3 clusters Score -209273.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -209344.375000 Penalty: 3724.358398
	Iteration 18Q: 3 clusters Score -209344.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -209407.812500 Penalty: 3724.358398
	Iteration 19Q: 3 clusters Score -209407.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -209464.828125 Penalty: 3724.358398
	Iteration 20F: 3 clusters Score -209464.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -209523.343750 Penalty: 3724.358398
	Iteration 21Q: 3 clusters Score -209523.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -209563.812500 Penalty: 3724.358398
	Iteration 22Q: 3 clusters Score -209563.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -209589.515625 Penalty: 3724.358398
	Iteration 23Q: 3 clusters Score -209589.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -209609.187500 Penalty: 3724.358398
	Iteration 24Q: 3 clusters Score -209609.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -209626.625000 Penalty: 3724.358398
	Iteration 25Q: 3 clusters Score -209626.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -209643.281250 Penalty: 3724.358398
	Iteration 26Q: 3 clusters Score -209643.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -209656.187500 Penalty: 3724.358398
	Iteration 27Q: 3 clusters Score -209656.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -209669.000000 Penalty: 3724.358398
	Iteration 28Q: 3 clusters Score -209669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -209677.375000 Penalty: 3724.358398
	Iteration 29Q: 3 clusters Score -209677.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -209682.156250 Penalty: 3724.358398
	Iteration 30Q: 3 clusters Score -209682.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -209690.390625 Penalty: 3724.358398
	Iteration 31Q: 3 clusters Score -209690.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -209699.125000 Penalty: 3724.358398
	Iteration 32Q: 3 clusters Score -209699.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -209712.093750 Penalty: 3724.358398
	Iteration 33Q: 3 clusters Score -209712.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -209732.359375 Penalty: 3724.358398
	Iteration 34Q: 3 clusters Score -209732.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -209749.625000 Penalty: 3724.358398
	Iteration 35Q: 3 clusters Score -209749.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -209766.203125 Penalty: 3724.358398
	Iteration 36Q: 3 clusters Score -209766.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -209774.468750 Penalty: 3724.358398
	Iteration 37Q: 3 clusters Score -209774.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -209781.015625 Penalty: 3724.358398
	Iteration 38Q: 3 clusters Score -209781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -209782.812500 Penalty: 3724.358398
	Iteration 39Q: 3 clusters Score -209782.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -209783.640625 Penalty: 3724.358398
	Iteration 40F: 3 clusters Score -209783.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Entering Unmasked Estep 
Score: -600079.375000 Penalty: 2123.843750
	Iteration 0F: 2 clusters Score -600079.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -595502.312500 Penalty: 4247.687500
	Iteration 0F: 3 clusters Score -595502.3 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -596879.250000 Penalty: 4247.687500
	Iteration 1F: 3 clusters Score -596879.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -597327.562500 Penalty: 4247.687500
	Iteration 2F: 3 clusters Score -597327.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -597647.687500 Penalty: 4247.687500
	Iteration 3F: 3 clusters Score -597647.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -597959.500000 Penalty: 4247.687500
	Iteration 4F: 3 clusters Score -597959.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -598230.312500 Penalty: 4247.687500
	Iteration 5F: 3 clusters Score -598230.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -598472.000000 Penalty: 4247.687500
	Iteration 6F: 3 clusters Score -598472 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -598633.250000 Penalty: 4247.687500
	Iteration 7Q: 3 clusters Score -598633.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -598727.625000 Penalty: 4247.687500
	Iteration 8Q: 3 clusters Score -598727.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -598799.250000 Penalty: 4247.687500
	Iteration 9Q: 3 clusters Score -598799.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -598853.312500 Penalty: 4247.687500
	Iteration 10Q: 3 clusters Score -598853.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -598886.562500 Penalty: 4247.687500
	Iteration 11Q: 3 clusters Score -598886.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -598906.937500 Penalty: 4247.687500
	Iteration 12Q: 3 clusters Score -598906.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -598922.125000 Penalty: 4247.687500
	Iteration 13Q: 3 clusters Score -598922.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -598933.750000 Penalty: 4247.687500
	Iteration 14Q: 3 clusters Score -598933.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -598942.000000 Penalty: 4247.687500
	Iteration 15Q: 3 clusters Score -598942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -598944.250000 Penalty: 4247.687500
	Iteration 16Q: 3 clusters Score -598944.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -598948.187500 Penalty: 4247.687500
	Iteration 17Q: 3 clusters Score -598948.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -598951.062500 Penalty: 4247.687500
	Iteration 18Q: 3 clusters Score -598951.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -598951.437500 Penalty: 4247.687500
	Iteration 19Q: 3 clusters Score -598951.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -598951.437500 Penalty: 4247.687500
	Iteration 20F: 3 clusters Score -598951.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (58079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58079 members 
Entering Unmasked Estep 
Score: -6978721.000000 Penalty: 2720.450684
	Iteration 0F: 2 clusters Score -6978721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -6939980.500000 Penalty: 5440.901367
	Iteration 0F: 3 clusters Score -6939980 nChanged 26860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -6955051.500000 Penalty: 5440.901367
	Iteration 1F: 3 clusters Score -6955052 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -6955627.500000 Penalty: 5440.901367
	Iteration 2Q: 3 clusters Score -6955628 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -6956153.000000 Penalty: 5440.901367
	Iteration 3Q: 3 clusters Score -6956153 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -6956815.000000 Penalty: 5440.901367
	Iteration 4Q: 3 clusters Score -6956815 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -6957553.000000 Penalty: 5440.901367
	Iteration 5Q: 3 clusters Score -6957553 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -6958619.000000 Penalty: 5440.901367
	Iteration 6Q: 3 clusters Score -6958619 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -6960362.000000 Penalty: 5440.901367
	Iteration 7F: 3 clusters Score -6960362 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -6962861.500000 Penalty: 5440.901367
	Iteration 8F: 3 clusters Score -6962862 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -6966346.000000 Penalty: 5440.901367
	Iteration 9F: 3 clusters Score -6966346 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -6970206.500000 Penalty: 5440.901367
	Iteration 10F: 3 clusters Score -6970206 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54069 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -6973307.500000 Penalty: 5440.901367
	Iteration 11F: 3 clusters Score -6973308 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55876 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -6975069.500000 Penalty: 5440.901367
	Iteration 12Q: 3 clusters Score -6975070 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6975826.000000 Penalty: 5440.901367
	Iteration 13Q: 3 clusters Score -6975826 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57050 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6976176.500000 Penalty: 5440.901367
	Iteration 14Q: 3 clusters Score -6976176 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57219 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6976354.500000 Penalty: 5440.901367
	Iteration 15Q: 3 clusters Score -6976354 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57302 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6976435.500000 Penalty: 5440.901367
	Iteration 16Q: 3 clusters Score -6976436 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57346 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6976501.000000 Penalty: 5440.901367
	Iteration 17Q: 3 clusters Score -6976501 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57382 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6976547.500000 Penalty: 5440.901367
	Iteration 18Q: 3 clusters Score -6976548 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57407 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6976578.500000 Penalty: 5440.901367
	Iteration 19Q: 3 clusters Score -6976578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57431 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6976607.500000 Penalty: 5440.901367
	Iteration 20F: 3 clusters Score -6976608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6976646.500000 Penalty: 5440.901367
	Iteration 21Q: 3 clusters Score -6976646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6976665.000000 Penalty: 5440.901367
	Iteration 22Q: 3 clusters Score -6976665 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57442 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6976667.000000 Penalty: 5440.901367
	Iteration 23Q: 3 clusters Score -6976667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57442 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6976681.500000 Penalty: 5440.901367
	Iteration 24Q: 3 clusters Score -6976682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57444 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6976685.000000 Penalty: 5440.901367
	Iteration 25Q: 3 clusters Score -6976685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57445 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6976684.000000 Penalty: 5440.901367
	Iteration 26Q: 3 clusters Score -6976684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6976692.500000 Penalty: 5440.901367
	Iteration 27Q: 3 clusters Score -6976692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57453 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6976694.500000 Penalty: 5440.901367
	Iteration 28Q: 3 clusters Score -6976694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57455 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6976694.000000 Penalty: 5440.901367
	Iteration 29Q: 3 clusters Score -6976694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57457 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6976696.000000 Penalty: 5440.901367
	Iteration 30Q: 3 clusters Score -6976696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57460 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6976699.500000 Penalty: 5440.901367
	Iteration 31Q: 3 clusters Score -6976700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57463 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6976695.000000 Penalty: 5440.901367
	Iteration 32Q: 3 clusters Score -6976695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6976697.000000 Penalty: 5440.901367
	Iteration 33Q: 3 clusters Score -6976697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57472 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6976696.500000 Penalty: 5440.901367
	Iteration 34Q: 3 clusters Score -6976696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57475 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6976707.000000 Penalty: 5440.901367
	Iteration 35Q: 3 clusters Score -6976707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57479 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6976701.500000 Penalty: 5440.901367
	Iteration 36Q: 3 clusters Score -6976702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57479 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6976702.500000 Penalty: 5440.901367
	Iteration 37Q: 3 clusters Score -6976702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57480 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6976705.000000 Penalty: 5440.901367
	Iteration 38Q: 3 clusters Score -6976705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57481 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6976710.500000 Penalty: 5440.901367
	Iteration 39Q: 3 clusters Score -6976710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57485 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6976712.000000 Penalty: 5440.901367
	Iteration 40F: 3 clusters Score -6976712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57488 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6976732.000000 Penalty: 5440.901367
	Iteration 41Q: 3 clusters Score -6976732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57498 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6976741.000000 Penalty: 5440.901367
	Iteration 42Q: 3 clusters Score -6976741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57504 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6976746.000000 Penalty: 5440.901367
	Iteration 43Q: 3 clusters Score -6976746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6976747.500000 Penalty: 5440.901367
	Iteration 44Q: 3 clusters Score -6976748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57510 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6976743.500000 Penalty: 5440.901367
	Iteration 45Q: 3 clusters Score -6976744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57512 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6976742.500000 Penalty: 5440.901367
	Iteration 46Q: 3 clusters Score -6976742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57511 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6976744.500000 Penalty: 5440.901367
	Iteration 47Q: 3 clusters Score -6976744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57510 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6976747.500000 Penalty: 5440.901367
	Iteration 48Q: 3 clusters Score -6976748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57508 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6976749.500000 Penalty: 5440.901367
	Iteration 49Q: 3 clusters Score -6976750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57504 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6976760.500000 Penalty: 5440.901367
	Iteration 50Q: 3 clusters Score -6976760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6976769.000000 Penalty: 5440.901367
	Iteration 51Q: 3 clusters Score -6976769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6976769.500000 Penalty: 5440.901367
	Iteration 52Q: 3 clusters Score -6976770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57503 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6976777.500000 Penalty: 5440.901367
	Iteration 53Q: 3 clusters Score -6976778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6976776.000000 Penalty: 5440.901367
	Iteration 54Q: 3 clusters Score -6976776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6976774.000000 Penalty: 5440.901367
	Iteration 55Q: 3 clusters Score -6976774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6976777.000000 Penalty: 5440.901367
	Iteration 56F: 3 clusters Score -6976777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57508 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6976780.000000 Penalty: 5440.901367
	Iteration 57Q: 3 clusters Score -6976780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6976777.500000 Penalty: 5440.901367
	Iteration 58Q: 3 clusters Score -6976778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6976777.500000 Penalty: 5440.901367
	Iteration 59F: 3 clusters Score -6976778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Entering Unmasked Estep 
Score: -5461998.000000 Penalty: 2658.330078
	Iteration 0F: 2 clusters Score -5461998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -5431423.500000 Penalty: 5316.660156
	Iteration 0F: 3 clusters Score -5431424 nChanged 20915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -5442903.500000 Penalty: 5316.660156
	Iteration 1F: 3 clusters Score -5442904 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -5443458.500000 Penalty: 5316.660156
	Iteration 2Q: 3 clusters Score -5443458 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -5443942.000000 Penalty: 5316.660156
	Iteration 3Q: 3 clusters Score -5443942 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -5444404.500000 Penalty: 5316.660156
	Iteration 4Q: 3 clusters Score -5444404 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -5444843.000000 Penalty: 5316.660156
	Iteration 5Q: 3 clusters Score -5444843 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -5445265.000000 Penalty: 5316.660156
	Iteration 6Q: 3 clusters Score -5445265 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -5445743.000000 Penalty: 5316.660156
	Iteration 7Q: 3 clusters Score -5445743 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -5446275.000000 Penalty: 5316.660156
	Iteration 8Q: 3 clusters Score -5446275 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -5446898.500000 Penalty: 5316.660156
	Iteration 9Q: 3 clusters Score -5446898 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -5447728.500000 Penalty: 5316.660156
	Iteration 10Q: 3 clusters Score -5447728 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -5448926.500000 Penalty: 5316.660156
	Iteration 11Q: 3 clusters Score -5448926 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -5450414.500000 Penalty: 5316.660156
	Iteration 12F: 3 clusters Score -5450414 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -5452424.500000 Penalty: 5316.660156
	Iteration 13F: 3 clusters Score -5452424 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -5454699.000000 Penalty: 5316.660156
	Iteration 14F: 3 clusters Score -5454699 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
Score: -5456818.500000 Penalty: 5316.660156
	Iteration 15F: 3 clusters Score -5456818 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -5458220.500000 Penalty: 5316.660156
	Iteration 16Q: 3 clusters Score -5458220 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -5458977.500000 Penalty: 5316.660156
	Iteration 17Q: 3 clusters Score -5458978 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -5459304.500000 Penalty: 5316.660156
	Iteration 18Q: 3 clusters Score -5459304 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -5459470.000000 Penalty: 5316.660156
	Iteration 19Q: 3 clusters Score -5459470 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -5459559.500000 Penalty: 5316.660156
	Iteration 20F: 3 clusters Score -5459560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -5459598.000000 Penalty: 5316.660156
	Iteration 21Q: 3 clusters Score -5459598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 44949 members 
Entering Unmasked Estep 
Score: -5459631.500000 Penalty: 5316.660156
	Iteration 22Q: 3 clusters Score -5459632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -5459643.000000 Penalty: 5316.660156
	Iteration 23Q: 3 clusters Score -5459643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -5459651.500000 Penalty: 5316.660156
	Iteration 24Q: 3 clusters Score -5459652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -5459662.000000 Penalty: 5316.660156
	Iteration 25Q: 3 clusters Score -5459662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -5459665.500000 Penalty: 5316.660156
	Iteration 26Q: 3 clusters Score -5459666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -5459662.000000 Penalty: 5316.660156
	Iteration 27Q: 3 clusters Score -5459662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -5459677.000000 Penalty: 5316.660156
	Iteration 28Q: 3 clusters Score -5459677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -5459683.000000 Penalty: 5316.660156
	Iteration 29Q: 3 clusters Score -5459683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -5459690.500000 Penalty: 5316.660156
	Iteration 30Q: 3 clusters Score -5459690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -5459690.500000 Penalty: 5316.660156
	Iteration 31Q: 3 clusters Score -5459690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -5459693.000000 Penalty: 5316.660156
	Iteration 32Q: 3 clusters Score -5459693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -5459694.000000 Penalty: 5316.660156
	Iteration 33Q: 3 clusters Score -5459694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -5459694.000000 Penalty: 5316.660156
	Iteration 34F: 3 clusters Score -5459694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Entering Unmasked Estep 
Score: -3170559.750000 Penalty: 2526.313477
	Iteration 0F: 2 clusters Score -3170560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -3152358.000000 Penalty: 5052.626953
	Iteration 0F: 3 clusters Score -3152358 nChanged 11937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -3158574.250000 Penalty: 5052.626953
	Iteration 1F: 3 clusters Score -3158574 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -3158945.000000 Penalty: 5052.626953
	Iteration 2Q: 3 clusters Score -3158945 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -3159256.500000 Penalty: 5052.626953
	Iteration 3Q: 3 clusters Score -3159256 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -3159617.000000 Penalty: 5052.626953
	Iteration 4Q: 3 clusters Score -3159617 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -3160043.750000 Penalty: 5052.626953
	Iteration 5Q: 3 clusters Score -3160044 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -3160505.750000 Penalty: 5052.626953
	Iteration 6Q: 3 clusters Score -3160506 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -3161011.750000 Penalty: 5052.626953
	Iteration 7Q: 3 clusters Score -3161012 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -3161560.500000 Penalty: 5052.626953
	Iteration 8Q: 3 clusters Score -3161560 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3162128.750000 Penalty: 5052.626953
	Iteration 9Q: 3 clusters Score -3162129 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -3162667.000000 Penalty: 5052.626953
	Iteration 10Q: 3 clusters Score -3162667 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3163162.500000 Penalty: 5052.626953
	Iteration 11Q: 3 clusters Score -3163162 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -3163623.500000 Penalty: 5052.626953
	Iteration 12Q: 3 clusters Score -3163624 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -3164021.500000 Penalty: 5052.626953
	Iteration 13Q: 3 clusters Score -3164022 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3164353.500000 Penalty: 5052.626953
	Iteration 14Q: 3 clusters Score -3164354 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -3164633.000000 Penalty: 5052.626953
	Iteration 15Q: 3 clusters Score -3164633 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -3164850.000000 Penalty: 5052.626953
	Iteration 16Q: 3 clusters Score -3164850 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -3165017.500000 Penalty: 5052.626953
	Iteration 17Q: 3 clusters Score -3165018 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -3165172.750000 Penalty: 5052.626953
	Iteration 18Q: 3 clusters Score -3165173 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -3165299.000000 Penalty: 5052.626953
	Iteration 19Q: 3 clusters Score -3165299 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -3165440.500000 Penalty: 5052.626953
	Iteration 20F: 3 clusters Score -3165440 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -3165579.500000 Penalty: 5052.626953
	Iteration 21Q: 3 clusters Score -3165580 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -3165707.000000 Penalty: 5052.626953
	Iteration 22Q: 3 clusters Score -3165707 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3165779.500000 Penalty: 5052.626953
	Iteration 23Q: 3 clusters Score -3165780 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -3165833.750000 Penalty: 5052.626953
	Iteration 24Q: 3 clusters Score -3165834 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -3165903.250000 Penalty: 5052.626953
	Iteration 25Q: 3 clusters Score -3165903 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -3165954.500000 Penalty: 5052.626953
	Iteration 26Q: 3 clusters Score -3165954 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -3166012.750000 Penalty: 5052.626953
	Iteration 27Q: 3 clusters Score -3166013 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -3166074.750000 Penalty: 5052.626953
	Iteration 28Q: 3 clusters Score -3166075 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -3166102.000000 Penalty: 5052.626953
	Iteration 29Q: 3 clusters Score -3166102 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -3166159.500000 Penalty: 5052.626953
	Iteration 30Q: 3 clusters Score -3166160 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -3166196.500000 Penalty: 5052.626953
	Iteration 31Q: 3 clusters Score -3166196 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -3166244.000000 Penalty: 5052.626953
	Iteration 32Q: 3 clusters Score -3166244 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -3166279.000000 Penalty: 5052.626953
	Iteration 33Q: 3 clusters Score -3166279 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -3166348.000000 Penalty: 5052.626953
	Iteration 34Q: 3 clusters Score -3166348 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -3166413.000000 Penalty: 5052.626953
	Iteration 35Q: 3 clusters Score -3166413 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -3166477.000000 Penalty: 5052.626953
	Iteration 36Q: 3 clusters Score -3166477 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -3166547.500000 Penalty: 5052.626953
	Iteration 37Q: 3 clusters Score -3166548 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -3166636.750000 Penalty: 5052.626953
	Iteration 38Q: 3 clusters Score -3166637 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -3166731.250000 Penalty: 5052.626953
	Iteration 39Q: 3 clusters Score -3166731 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -3166840.000000 Penalty: 5052.626953
	Iteration 40F: 3 clusters Score -3166840 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -3166929.250000 Penalty: 5052.626953
	Iteration 41Q: 3 clusters Score -3166929 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -3167047.000000 Penalty: 5052.626953
	Iteration 42Q: 3 clusters Score -3167047 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -3167150.750000 Penalty: 5052.626953
	Iteration 43Q: 3 clusters Score -3167151 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -3167260.250000 Penalty: 5052.626953
	Iteration 44Q: 3 clusters Score -3167260 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -3167361.500000 Penalty: 5052.626953
	Iteration 45Q: 3 clusters Score -3167362 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -3167466.500000 Penalty: 5052.626953
	Iteration 46Q: 3 clusters Score -3167466 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -3167592.000000 Penalty: 5052.626953
	Iteration 47Q: 3 clusters Score -3167592 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -3167728.750000 Penalty: 5052.626953
	Iteration 48Q: 3 clusters Score -3167729 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -3167829.500000 Penalty: 5052.626953
	Iteration 49Q: 3 clusters Score -3167830 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -3167932.750000 Penalty: 5052.626953
	Iteration 50Q: 3 clusters Score -3167933 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3168020.250000 Penalty: 5052.626953
	Iteration 51Q: 3 clusters Score -3168020 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3168080.500000 Penalty: 5052.626953
	Iteration 52Q: 3 clusters Score -3168080 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -3168147.500000 Penalty: 5052.626953
	Iteration 53Q: 3 clusters Score -3168148 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -3168209.250000 Penalty: 5052.626953
	Iteration 54Q: 3 clusters Score -3168209 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3168277.500000 Penalty: 5052.626953
	Iteration 55Q: 3 clusters Score -3168278 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3168344.500000 Penalty: 5052.626953
	Iteration 56Q: 3 clusters Score -3168344 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3168406.750000 Penalty: 5052.626953
	Iteration 57Q: 3 clusters Score -3168407 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3168451.250000 Penalty: 5052.626953
	Iteration 58Q: 3 clusters Score -3168451 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3168516.250000 Penalty: 5052.626953
	Iteration 59Q: 3 clusters Score -3168516 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3168561.500000 Penalty: 5052.626953
	Iteration 60F: 3 clusters Score -3168562 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3168599.500000 Penalty: 5052.626953
	Iteration 61Q: 3 clusters Score -3168600 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3168654.500000 Penalty: 5052.626953
	Iteration 62Q: 3 clusters Score -3168654 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3168690.500000 Penalty: 5052.626953
	Iteration 63Q: 3 clusters Score -3168690 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3168739.500000 Penalty: 5052.626953
	Iteration 64Q: 3 clusters Score -3168740 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3168760.250000 Penalty: 5052.626953
	Iteration 65Q: 3 clusters Score -3168760 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3168784.750000 Penalty: 5052.626953
	Iteration 66Q: 3 clusters Score -3168785 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3168798.500000 Penalty: 5052.626953
	Iteration 67Q: 3 clusters Score -3168798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3168801.250000 Penalty: 5052.626953
	Iteration 68Q: 3 clusters Score -3168801 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3168815.250000 Penalty: 5052.626953
	Iteration 69Q: 3 clusters Score -3168815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3168822.250000 Penalty: 5052.626953
	Iteration 70Q: 3 clusters Score -3168822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3168837.250000 Penalty: 5052.626953
	Iteration 71Q: 3 clusters Score -3168837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3168856.500000 Penalty: 5052.626953
	Iteration 72Q: 3 clusters Score -3168856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3168857.750000 Penalty: 5052.626953
	Iteration 73Q: 3 clusters Score -3168858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3168872.500000 Penalty: 5052.626953
	Iteration 74Q: 3 clusters Score -3168872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3168882.250000 Penalty: 5052.626953
	Iteration 75Q: 3 clusters Score -3168882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3168890.500000 Penalty: 5052.626953
	Iteration 76Q: 3 clusters Score -3168890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3168897.250000 Penalty: 5052.626953
	Iteration 77Q: 3 clusters Score -3168897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3168899.500000 Penalty: 5052.626953
	Iteration 78Q: 3 clusters Score -3168900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3168905.250000 Penalty: 5052.626953
	Iteration 79Q: 3 clusters Score -3168905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3168905.000000 Penalty: 5052.626953
	Iteration 80F: 3 clusters Score -3168905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3168914.250000 Penalty: 5052.626953
	Iteration 81Q: 3 clusters Score -3168914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3168913.250000 Penalty: 5052.626953
	Iteration 82Q: 3 clusters Score -3168913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3168914.250000 Penalty: 5052.626953
	Iteration 83Q: 3 clusters Score -3168914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3168911.500000 Penalty: 5052.626953
	Iteration 84Q: 3 clusters Score -3168912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3168912.250000 Penalty: 5052.626953
	Iteration 85Q: 3 clusters Score -3168912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3168909.750000 Penalty: 5052.626953
	Iteration 86Q: 3 clusters Score -3168910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3168912.250000 Penalty: 5052.626953
	Iteration 87Q: 3 clusters Score -3168912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3168916.500000 Penalty: 5052.626953
	Iteration 88Q: 3 clusters Score -3168916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3168919.000000 Penalty: 5052.626953
	Iteration 89Q: 3 clusters Score -3168919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3168921.250000 Penalty: 5052.626953
	Iteration 90Q: 3 clusters Score -3168921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3168923.500000 Penalty: 5052.626953
	Iteration 91Q: 3 clusters Score -3168924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3168929.000000 Penalty: 5052.626953
	Iteration 92Q: 3 clusters Score -3168929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3168926.000000 Penalty: 5052.626953
	Iteration 93Q: 3 clusters Score -3168926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3168930.750000 Penalty: 5052.626953
	Iteration 94Q: 3 clusters Score -3168931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3168932.500000 Penalty: 5052.626953
	Iteration 95Q: 3 clusters Score -3168932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3168936.750000 Penalty: 5052.626953
	Iteration 96Q: 3 clusters Score -3168937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3168940.000000 Penalty: 5052.626953
	Iteration 97Q: 3 clusters Score -3168940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3168942.000000 Penalty: 5052.626953
	Iteration 98Q: 3 clusters Score -3168942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3168943.500000 Penalty: 5052.626953
	Iteration 99Q: 3 clusters Score -3168944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3168944.250000 Penalty: 5052.626953
	Iteration 100F: 3 clusters Score -3168944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3168941.750000 Penalty: 5052.626953
	Iteration 101Q: 3 clusters Score -3168942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3168940.500000 Penalty: 5052.626953
	Iteration 102Q: 3 clusters Score -3168940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3168936.750000 Penalty: 5052.626953
	Iteration 103Q: 3 clusters Score -3168937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3168941.500000 Penalty: 5052.626953
	Iteration 104Q: 3 clusters Score -3168942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3168941.500000 Penalty: 5052.626953
	Iteration 105F: 3 clusters Score -3168942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Entering Unmasked Estep 
Score: -1835647.125000 Penalty: 2389.160400
	Iteration 0F: 2 clusters Score -1835647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1824636.625000 Penalty: 4778.320801
	Iteration 0F: 3 clusters Score -1824637 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1828180.625000 Penalty: 4778.320801
	Iteration 1F: 3 clusters Score -1828181 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1828528.000000 Penalty: 4778.320801
	Iteration 2F: 3 clusters Score -1828528 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1828796.000000 Penalty: 4778.320801
	Iteration 3Q: 3 clusters Score -1828796 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1829074.375000 Penalty: 4778.320801
	Iteration 4Q: 3 clusters Score -1829074 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1829340.250000 Penalty: 4778.320801
	Iteration 5Q: 3 clusters Score -1829340 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1829584.125000 Penalty: 4778.320801
	Iteration 6Q: 3 clusters Score -1829584 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1829803.375000 Penalty: 4778.320801
	Iteration 7Q: 3 clusters Score -1829803 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1830045.750000 Penalty: 4778.320801
	Iteration 8Q: 3 clusters Score -1830046 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1830251.750000 Penalty: 4778.320801
	Iteration 9Q: 3 clusters Score -1830252 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1830424.750000 Penalty: 4778.320801
	Iteration 10Q: 3 clusters Score -1830425 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1830568.750000 Penalty: 4778.320801
	Iteration 11Q: 3 clusters Score -1830569 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1830705.250000 Penalty: 4778.320801
	Iteration 12Q: 3 clusters Score -1830705 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1830829.250000 Penalty: 4778.320801
	Iteration 13Q: 3 clusters Score -1830829 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1830957.375000 Penalty: 4778.320801
	Iteration 14Q: 3 clusters Score -1830957 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1831081.000000 Penalty: 4778.320801
	Iteration 15Q: 3 clusters Score -1831081 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1831204.875000 Penalty: 4778.320801
	Iteration 16Q: 3 clusters Score -1831205 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1831312.125000 Penalty: 4778.320801
	Iteration 17Q: 3 clusters Score -1831312 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1831427.500000 Penalty: 4778.320801
	Iteration 18Q: 3 clusters Score -1831428 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1831523.125000 Penalty: 4778.320801
	Iteration 19Q: 3 clusters Score -1831523 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1831620.625000 Penalty: 4778.320801
	Iteration 20F: 3 clusters Score -1831621 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1831734.500000 Penalty: 4778.320801
	Iteration 21Q: 3 clusters Score -1831734 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1831831.375000 Penalty: 4778.320801
	Iteration 22Q: 3 clusters Score -1831831 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1831952.000000 Penalty: 4778.320801
	Iteration 23Q: 3 clusters Score -1831952 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1832059.750000 Penalty: 4778.320801
	Iteration 24Q: 3 clusters Score -1832060 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1832150.125000 Penalty: 4778.320801
	Iteration 25Q: 3 clusters Score -1832150 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1832240.125000 Penalty: 4778.320801
	Iteration 26Q: 3 clusters Score -1832240 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1832332.875000 Penalty: 4778.320801
	Iteration 27Q: 3 clusters Score -1832333 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1832416.250000 Penalty: 4778.320801
	Iteration 28Q: 3 clusters Score -1832416 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1832510.500000 Penalty: 4778.320801
	Iteration 29Q: 3 clusters Score -1832510 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1832623.250000 Penalty: 4778.320801
	Iteration 30Q: 3 clusters Score -1832623 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1832749.625000 Penalty: 4778.320801
	Iteration 31Q: 3 clusters Score -1832750 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1832873.750000 Penalty: 4778.320801
	Iteration 32Q: 3 clusters Score -1832874 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1832987.500000 Penalty: 4778.320801
	Iteration 33Q: 3 clusters Score -1832988 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1833072.500000 Penalty: 4778.320801
	Iteration 34Q: 3 clusters Score -1833072 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1833148.125000 Penalty: 4778.320801
	Iteration 35Q: 3 clusters Score -1833148 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1833199.250000 Penalty: 4778.320801
	Iteration 36Q: 3 clusters Score -1833199 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1833241.250000 Penalty: 4778.320801
	Iteration 37Q: 3 clusters Score -1833241 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1833267.125000 Penalty: 4778.320801
	Iteration 38Q: 3 clusters Score -1833267 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1833281.375000 Penalty: 4778.320801
	Iteration 39Q: 3 clusters Score -1833281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1833291.125000 Penalty: 4778.320801
	Iteration 40F: 3 clusters Score -1833291 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1833297.125000 Penalty: 4778.320801
	Iteration 41Q: 3 clusters Score -1833297 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1833310.000000 Penalty: 4778.320801
	Iteration 42Q: 3 clusters Score -1833310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1833318.875000 Penalty: 4778.320801
	Iteration 43Q: 3 clusters Score -1833319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1833324.375000 Penalty: 4778.320801
	Iteration 44Q: 3 clusters Score -1833324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1833331.125000 Penalty: 4778.320801
	Iteration 45Q: 3 clusters Score -1833331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1833331.750000 Penalty: 4778.320801
	Iteration 46Q: 3 clusters Score -1833332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1833338.750000 Penalty: 4778.320801
	Iteration 47Q: 3 clusters Score -1833339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1833341.000000 Penalty: 4778.320801
	Iteration 48Q: 3 clusters Score -1833341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1833345.875000 Penalty: 4778.320801
	Iteration 49Q: 3 clusters Score -1833346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1833351.125000 Penalty: 4778.320801
	Iteration 50Q: 3 clusters Score -1833351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1833363.125000 Penalty: 4778.320801
	Iteration 51Q: 3 clusters Score -1833363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1833366.125000 Penalty: 4778.320801
	Iteration 52Q: 3 clusters Score -1833366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1833377.625000 Penalty: 4778.320801
	Iteration 53Q: 3 clusters Score -1833378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1833388.875000 Penalty: 4778.320801
	Iteration 54Q: 3 clusters Score -1833389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1833394.125000 Penalty: 4778.320801
	Iteration 55Q: 3 clusters Score -1833394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1833398.500000 Penalty: 4778.320801
	Iteration 56Q: 3 clusters Score -1833398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1833402.875000 Penalty: 4778.320801
	Iteration 57Q: 3 clusters Score -1833403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1833409.625000 Penalty: 4778.320801
	Iteration 58Q: 3 clusters Score -1833410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1833405.500000 Penalty: 4778.320801
	Iteration 59Q: 3 clusters Score -1833406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1833408.625000 Penalty: 4778.320801
	Iteration 60F: 3 clusters Score -1833409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1833414.875000 Penalty: 4778.320801
	Iteration 61Q: 3 clusters Score -1833415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1833421.375000 Penalty: 4778.320801
	Iteration 62Q: 3 clusters Score -1833421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1833424.875000 Penalty: 4778.320801
	Iteration 63Q: 3 clusters Score -1833425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1833431.125000 Penalty: 4778.320801
	Iteration 64Q: 3 clusters Score -1833431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1833432.625000 Penalty: 4778.320801
	Iteration 65Q: 3 clusters Score -1833433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1833436.250000 Penalty: 4778.320801
	Iteration 66Q: 3 clusters Score -1833436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1833444.125000 Penalty: 4778.320801
	Iteration 67Q: 3 clusters Score -1833444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1833451.625000 Penalty: 4778.320801
	Iteration 68Q: 3 clusters Score -1833452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1833455.500000 Penalty: 4778.320801
	Iteration 69Q: 3 clusters Score -1833456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1833459.375000 Penalty: 4778.320801
	Iteration 70Q: 3 clusters Score -1833459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1833463.625000 Penalty: 4778.320801
	Iteration 71Q: 3 clusters Score -1833464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1833465.500000 Penalty: 4778.320801
	Iteration 72Q: 3 clusters Score -1833466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1833462.250000 Penalty: 4778.320801
	Iteration 73Q: 3 clusters Score -1833462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1833463.625000 Penalty: 4778.320801
	Iteration 74Q: 3 clusters Score -1833464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1833465.125000 Penalty: 4778.320801
	Iteration 75Q: 3 clusters Score -1833465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1833466.500000 Penalty: 4778.320801
	Iteration 76Q: 3 clusters Score -1833466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1833470.500000 Penalty: 4778.320801
	Iteration 77Q: 3 clusters Score -1833470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1833469.750000 Penalty: 4778.320801
	Iteration 78Q: 3 clusters Score -1833470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1833465.875000 Penalty: 4778.320801
	Iteration 79Q: 3 clusters Score -1833466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1833468.000000 Penalty: 4778.320801
	Iteration 80F: 3 clusters Score -1833468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1833475.375000 Penalty: 4778.320801
	Iteration 81Q: 3 clusters Score -1833475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1833479.000000 Penalty: 4778.320801
	Iteration 82Q: 3 clusters Score -1833479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1833477.750000 Penalty: 4778.320801
	Iteration 83Q: 3 clusters Score -1833478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1833477.750000 Penalty: 4778.320801
	Iteration 84F: 3 clusters Score -1833478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Entering Unmasked Estep 
Score: -712791.625000 Penalty: 2171.383789
	Iteration 0F: 2 clusters Score -712791.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -707464.437500 Penalty: 4342.767578
	Iteration 0F: 3 clusters Score -707464.4 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -709015.250000 Penalty: 4342.767578
	Iteration 1F: 3 clusters Score -709015.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -709444.875000 Penalty: 4342.767578
	Iteration 2F: 3 clusters Score -709444.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -709695.437500 Penalty: 4342.767578
	Iteration 3F: 3 clusters Score -709695.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -709882.937500 Penalty: 4342.767578
	Iteration 4Q: 3 clusters Score -709882.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -710041.625000 Penalty: 4342.767578
	Iteration 5Q: 3 clusters Score -710041.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -710169.687500 Penalty: 4342.767578
	Iteration 6Q: 3 clusters Score -710169.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -710276.125000 Penalty: 4342.767578
	Iteration 7Q: 3 clusters Score -710276.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -710363.125000 Penalty: 4342.767578
	Iteration 8Q: 3 clusters Score -710363.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -710442.437500 Penalty: 4342.767578
	Iteration 9Q: 3 clusters Score -710442.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -710527.812500 Penalty: 4342.767578
	Iteration 10Q: 3 clusters Score -710527.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -710655.750000 Penalty: 4342.767578
	Iteration 11Q: 3 clusters Score -710655.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -710814.562500 Penalty: 4342.767578
	Iteration 12Q: 3 clusters Score -710814.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -710953.437500 Penalty: 4342.767578
	Iteration 13Q: 3 clusters Score -710953.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -711070.187500 Penalty: 4342.767578
	Iteration 14Q: 3 clusters Score -711070.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -711180.625000 Penalty: 4342.767578
	Iteration 15Q: 3 clusters Score -711180.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -711310.312500 Penalty: 4342.767578
	Iteration 16Q: 3 clusters Score -711310.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -711416.937500 Penalty: 4342.767578
	Iteration 17Q: 3 clusters Score -711416.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -711520.562500 Penalty: 4342.767578
	Iteration 18Q: 3 clusters Score -711520.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -711653.375000 Penalty: 4342.767578
	Iteration 19Q: 3 clusters Score -711653.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -711784.937500 Penalty: 4342.767578
	Iteration 20F: 3 clusters Score -711784.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -711901.625000 Penalty: 4342.767578
	Iteration 21Q: 3 clusters Score -711901.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -712039.250000 Penalty: 4342.767578
	Iteration 22Q: 3 clusters Score -712039.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -712172.812500 Penalty: 4342.767578
	Iteration 23Q: 3 clusters Score -712172.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -712276.562500 Penalty: 4342.767578
	Iteration 24Q: 3 clusters Score -712276.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -712350.937500 Penalty: 4342.767578
	Iteration 25Q: 3 clusters Score -712350.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -712405.687500 Penalty: 4342.767578
	Iteration 26Q: 3 clusters Score -712405.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -712434.437500 Penalty: 4342.767578
	Iteration 27Q: 3 clusters Score -712434.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -712451.937500 Penalty: 4342.767578
	Iteration 28Q: 3 clusters Score -712451.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -712469.187500 Penalty: 4342.767578
	Iteration 29Q: 3 clusters Score -712469.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -712478.625000 Penalty: 4342.767578
	Iteration 30Q: 3 clusters Score -712478.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -712486.187500 Penalty: 4342.767578
	Iteration 31Q: 3 clusters Score -712486.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -712489.937500 Penalty: 4342.767578
	Iteration 32Q: 3 clusters Score -712489.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -712491.625000 Penalty: 4342.767578
	Iteration 33Q: 3 clusters Score -712491.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -712494.750000 Penalty: 4342.767578
	Iteration 34Q: 3 clusters Score -712494.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -712494.750000 Penalty: 4342.767578
	Iteration 35Q: 3 clusters Score -712494.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -712498.687500 Penalty: 4342.767578
	Iteration 36Q: 3 clusters Score -712498.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -712501.875000 Penalty: 4342.767578
	Iteration 37Q: 3 clusters Score -712501.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -712503.937500 Penalty: 4342.767578
	Iteration 38Q: 3 clusters Score -712503.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -712505.437500 Penalty: 4342.767578
	Iteration 39Q: 3 clusters Score -712505.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -712506.687500 Penalty: 4342.767578
	Iteration 40F: 3 clusters Score -712506.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -712507.687500 Penalty: 4342.767578
	Iteration 41Q: 3 clusters Score -712507.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -712507.687500 Penalty: 4342.767578
	Iteration 42F: 3 clusters Score -712507.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Entering Unmasked Estep 
Score: -887063.812500 Penalty: 2210.226562
	Iteration 0F: 2 clusters Score -887063.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -881027.625000 Penalty: 4420.453125
	Iteration 0F: 3 clusters Score -881027.6 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -882684.312500 Penalty: 4420.453125
	Iteration 1F: 3 clusters Score -882684.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -882958.687500 Penalty: 4420.453125
	Iteration 2F: 3 clusters Score -882958.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -883115.437500 Penalty: 4420.453125
	Iteration 3Q: 3 clusters Score -883115.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -883207.625000 Penalty: 4420.453125
	Iteration 4Q: 3 clusters Score -883207.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -883277.187500 Penalty: 4420.453125
	Iteration 5Q: 3 clusters Score -883277.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -883329.312500 Penalty: 4420.453125
	Iteration 6Q: 3 clusters Score -883329.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -883375.750000 Penalty: 4420.453125
	Iteration 7Q: 3 clusters Score -883375.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -883424.562500 Penalty: 4420.453125
	Iteration 8Q: 3 clusters Score -883424.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -883464.437500 Penalty: 4420.453125
	Iteration 9Q: 3 clusters Score -883464.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -883495.375000 Penalty: 4420.453125
	Iteration 10Q: 3 clusters Score -883495.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -883542.187500 Penalty: 4420.453125
	Iteration 11Q: 3 clusters Score -883542.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -883602.500000 Penalty: 4420.453125
	Iteration 12Q: 3 clusters Score -883602.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -883668.250000 Penalty: 4420.453125
	Iteration 13Q: 3 clusters Score -883668.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -883729.562500 Penalty: 4420.453125
	Iteration 14Q: 3 clusters Score -883729.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -883810.687500 Penalty: 4420.453125
	Iteration 15Q: 3 clusters Score -883810.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -883930.312500 Penalty: 4420.453125
	Iteration 16Q: 3 clusters Score -883930.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -884099.625000 Penalty: 4420.453125
	Iteration 17Q: 3 clusters Score -884099.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -884338.062500 Penalty: 4420.453125
	Iteration 18Q: 3 clusters Score -884338.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -884600.812500 Penalty: 4420.453125
	Iteration 19Q: 3 clusters Score -884600.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -884832.500000 Penalty: 4420.453125
	Iteration 20F: 3 clusters Score -884832.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -885016.062500 Penalty: 4420.453125
	Iteration 21Q: 3 clusters Score -885016.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -885140.750000 Penalty: 4420.453125
	Iteration 22Q: 3 clusters Score -885140.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -885227.937500 Penalty: 4420.453125
	Iteration 23Q: 3 clusters Score -885227.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -885323.000000 Penalty: 4420.453125
	Iteration 24Q: 3 clusters Score -885323 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -885404.625000 Penalty: 4420.453125
	Iteration 25Q: 3 clusters Score -885404.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -885470.500000 Penalty: 4420.453125
	Iteration 26Q: 3 clusters Score -885470.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -885546.937500 Penalty: 4420.453125
	Iteration 27Q: 3 clusters Score -885546.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -885646.687500 Penalty: 4420.453125
	Iteration 28Q: 3 clusters Score -885646.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -885805.250000 Penalty: 4420.453125
	Iteration 29Q: 3 clusters Score -885805.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -885995.687500 Penalty: 4420.453125
	Iteration 30Q: 3 clusters Score -885995.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -886173.812500 Penalty: 4420.453125
	Iteration 31Q: 3 clusters Score -886173.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -886276.062500 Penalty: 4420.453125
	Iteration 32Q: 3 clusters Score -886276.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -886323.562500 Penalty: 4420.453125
	Iteration 33Q: 3 clusters Score -886323.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -886352.750000 Penalty: 4420.453125
	Iteration 34Q: 3 clusters Score -886352.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -886375.625000 Penalty: 4420.453125
	Iteration 35Q: 3 clusters Score -886375.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -886387.437500 Penalty: 4420.453125
	Iteration 36Q: 3 clusters Score -886387.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -886399.062500 Penalty: 4420.453125
	Iteration 37Q: 3 clusters Score -886399.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -886403.062500 Penalty: 4420.453125
	Iteration 38Q: 3 clusters Score -886403.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -886404.937500 Penalty: 4420.453125
	Iteration 39Q: 3 clusters Score -886404.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -886406.062500 Penalty: 4420.453125
	Iteration 40F: 3 clusters Score -886406.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -886406.000000 Penalty: 4420.453125
	Iteration 41Q: 3 clusters Score -886406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -886406.937500 Penalty: 4420.453125
	Iteration 42Q: 3 clusters Score -886406.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -886406.937500 Penalty: 4420.453125
	Iteration 43F: 3 clusters Score -886406.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -26542.646484 Penalty: 1398.312012
	Iteration 0F: 2 clusters Score -26542.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25396.259766 Penalty: 2796.624023
	Iteration 0F: 3 clusters Score -25396.26 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25612.470703 Penalty: 2796.624023
	Iteration 1F: 3 clusters Score -25612.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25732.857422 Penalty: 2796.624023
	Iteration 2F: 3 clusters Score -25732.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25782.244141 Penalty: 2796.624023
	Iteration 3Q: 3 clusters Score -25782.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25806.621094 Penalty: 2796.624023
	Iteration 4Q: 3 clusters Score -25806.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25817.970703 Penalty: 2796.624023
	Iteration 5Q: 3 clusters Score -25817.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25823.189453 Penalty: 2796.624023
	Iteration 6Q: 3 clusters Score -25823.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25829.144531 Penalty: 2796.624023
	Iteration 7Q: 3 clusters Score -25829.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25837.550781 Penalty: 2796.624023
	Iteration 8Q: 3 clusters Score -25837.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25847.988281 Penalty: 2796.624023
	Iteration 9Q: 3 clusters Score -25847.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25859.111328 Penalty: 2796.624023
	Iteration 10Q: 3 clusters Score -25859.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25885.072266 Penalty: 2796.624023
	Iteration 11Q: 3 clusters Score -25885.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25915.044922 Penalty: 2796.624023
	Iteration 12Q: 3 clusters Score -25915.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25944.671875 Penalty: 2796.624023
	Iteration 13Q: 3 clusters Score -25944.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25966.488281 Penalty: 2796.624023
	Iteration 14Q: 3 clusters Score -25966.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25983.759766 Penalty: 2796.624023
	Iteration 15Q: 3 clusters Score -25983.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25992.441406 Penalty: 2796.624023
	Iteration 16Q: 3 clusters Score -25992.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26004.308594 Penalty: 2796.624023
	Iteration 17Q: 3 clusters Score -26004.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26019.523438 Penalty: 2796.624023
	Iteration 18Q: 3 clusters Score -26019.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26019.523438 Penalty: 2796.624023
	Iteration 19F: 3 clusters Score -26019.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Entering Unmasked Estep 
Score: -2142522.750000 Penalty: 2424.305908
	Iteration 0F: 2 clusters Score -2142523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2129880.750000 Penalty: 4848.611816
	Iteration 0F: 3 clusters Score -2129881 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2133957.250000 Penalty: 4848.611816
	Iteration 1F: 3 clusters Score -2133957 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2134358.500000 Penalty: 4848.611816
	Iteration 2F: 3 clusters Score -2134358 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2134766.500000 Penalty: 4848.611816
	Iteration 3F: 3 clusters Score -2134766 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2135186.000000 Penalty: 4848.611816
	Iteration 4Q: 3 clusters Score -2135186 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2135635.250000 Penalty: 4848.611816
	Iteration 5Q: 3 clusters Score -2135635 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2136172.000000 Penalty: 4848.611816
	Iteration 6Q: 3 clusters Score -2136172 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2136828.750000 Penalty: 4848.611816
	Iteration 7F: 3 clusters Score -2136829 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2137642.750000 Penalty: 4848.611816
	Iteration 8F: 3 clusters Score -2137643 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2138512.500000 Penalty: 4848.611816
	Iteration 9F: 3 clusters Score -2138512 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2139322.000000 Penalty: 4848.611816
	Iteration 10F: 3 clusters Score -2139322 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2139818.000000 Penalty: 4848.611816
	Iteration 11Q: 3 clusters Score -2139818 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2140015.500000 Penalty: 4848.611816
	Iteration 12Q: 3 clusters Score -2140016 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2140093.750000 Penalty: 4848.611816
	Iteration 13Q: 3 clusters Score -2140094 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2140141.750000 Penalty: 4848.611816
	Iteration 14Q: 3 clusters Score -2140142 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2140173.250000 Penalty: 4848.611816
	Iteration 15Q: 3 clusters Score -2140173 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2140195.500000 Penalty: 4848.611816
	Iteration 16Q: 3 clusters Score -2140196 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2140216.250000 Penalty: 4848.611816
	Iteration 17Q: 3 clusters Score -2140216 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2140224.000000 Penalty: 4848.611816
	Iteration 18Q: 3 clusters Score -2140224 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2140234.750000 Penalty: 4848.611816
	Iteration 19Q: 3 clusters Score -2140235 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2140238.000000 Penalty: 4848.611816
	Iteration 20F: 3 clusters Score -2140238 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2140243.250000 Penalty: 4848.611816
	Iteration 21Q: 3 clusters Score -2140243 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2140252.000000 Penalty: 4848.611816
	Iteration 22Q: 3 clusters Score -2140252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2140256.500000 Penalty: 4848.611816
	Iteration 23Q: 3 clusters Score -2140256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2140260.750000 Penalty: 4848.611816
	Iteration 24Q: 3 clusters Score -2140261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2140263.750000 Penalty: 4848.611816
	Iteration 25Q: 3 clusters Score -2140264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2140262.500000 Penalty: 4848.611816
	Iteration 26Q: 3 clusters Score -2140262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2140261.500000 Penalty: 4848.611816
	Iteration 27Q: 3 clusters Score -2140262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2140265.500000 Penalty: 4848.611816
	Iteration 28Q: 3 clusters Score -2140266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2140267.500000 Penalty: 4848.611816
	Iteration 29Q: 3 clusters Score -2140268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2140270.750000 Penalty: 4848.611816
	Iteration 30Q: 3 clusters Score -2140271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2140275.500000 Penalty: 4848.611816
	Iteration 31Q: 3 clusters Score -2140276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2140277.250000 Penalty: 4848.611816
	Iteration 32Q: 3 clusters Score -2140277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2140281.500000 Penalty: 4848.611816
	Iteration 33Q: 3 clusters Score -2140282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2140281.000000 Penalty: 4848.611816
	Iteration 34Q: 3 clusters Score -2140281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2140282.750000 Penalty: 4848.611816
	Iteration 35Q: 3 clusters Score -2140283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2140282.250000 Penalty: 4848.611816
	Iteration 36Q: 3 clusters Score -2140282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2140280.250000 Penalty: 4848.611816
	Iteration 37Q: 3 clusters Score -2140280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2140278.250000 Penalty: 4848.611816
	Iteration 38Q: 3 clusters Score -2140278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2140282.250000 Penalty: 4848.611816
	Iteration 39Q: 3 clusters Score -2140282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2140280.250000 Penalty: 4848.611816
	Iteration 40F: 3 clusters Score -2140280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2140281.500000 Penalty: 4848.611816
	Iteration 41Q: 3 clusters Score -2140282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2140282.500000 Penalty: 4848.611816
	Iteration 42Q: 3 clusters Score -2140282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2140285.000000 Penalty: 4848.611816
	Iteration 43Q: 3 clusters Score -2140285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2140282.250000 Penalty: 4848.611816
	Iteration 44Q: 3 clusters Score -2140282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2140284.000000 Penalty: 4848.611816
	Iteration 45Q: 3 clusters Score -2140284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2140283.500000 Penalty: 4848.611816
	Iteration 46Q: 3 clusters Score -2140284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -2140284.500000 Penalty: 4848.611816
	Iteration 47Q: 3 clusters Score -2140284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2140283.250000 Penalty: 4848.611816
	Iteration 48Q: 3 clusters Score -2140283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2140281.500000 Penalty: 4848.611816
	Iteration 49Q: 3 clusters Score -2140282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -2140286.500000 Penalty: 4848.611816
	Iteration 50Q: 3 clusters Score -2140286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2140288.500000 Penalty: 4848.611816
	Iteration 51Q: 3 clusters Score -2140288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2140287.000000 Penalty: 4848.611816
	Iteration 52Q: 3 clusters Score -2140287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2140286.500000 Penalty: 4848.611816
	Iteration 53Q: 3 clusters Score -2140286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2140289.500000 Penalty: 4848.611816
	Iteration 54Q: 3 clusters Score -2140290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2140288.250000 Penalty: 4848.611816
	Iteration 55Q: 3 clusters Score -2140288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2140292.000000 Penalty: 4848.611816
	Iteration 56Q: 3 clusters Score -2140292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2140295.500000 Penalty: 4848.611816
	Iteration 57Q: 3 clusters Score -2140296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2140295.750000 Penalty: 4848.611816
	Iteration 58Q: 3 clusters Score -2140296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2140296.500000 Penalty: 4848.611816
	Iteration 59Q: 3 clusters Score -2140296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2140291.750000 Penalty: 4848.611816
	Iteration 60F: 3 clusters Score -2140292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2140291.500000 Penalty: 4848.611816
	Iteration 61Q: 3 clusters Score -2140292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2140294.750000 Penalty: 4848.611816
	Iteration 62Q: 3 clusters Score -2140295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2140294.000000 Penalty: 4848.611816
	Iteration 63Q: 3 clusters Score -2140294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2140292.250000 Penalty: 4848.611816
	Iteration 64Q: 3 clusters Score -2140292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2140291.750000 Penalty: 4848.611816
	Iteration 65Q: 3 clusters Score -2140292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2140290.750000 Penalty: 4848.611816
	Iteration 66Q: 3 clusters Score -2140291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2140290.500000 Penalty: 4848.611816
	Iteration 67Q: 3 clusters Score -2140290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2140292.500000 Penalty: 4848.611816
	Iteration 68Q: 3 clusters Score -2140292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2140292.500000 Penalty: 4848.611816
	Iteration 69F: 3 clusters Score -2140292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -92146.117188 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -92146.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -90339.539062 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -90339.54 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -90623.546875 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -90623.55 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -90716.000000 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -90716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -90782.367188 Penalty: 3350.861328
	Iteration 3Q: 3 clusters Score -90782.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -90808.351562 Penalty: 3350.861328
	Iteration 4Q: 3 clusters Score -90808.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -90831.054688 Penalty: 3350.861328
	Iteration 5Q: 3 clusters Score -90831.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -90848.664062 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -90848.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -90861.289062 Penalty: 3350.861328
	Iteration 7Q: 3 clusters Score -90861.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -90881.234375 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -90881.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90906.890625 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -90906.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90942.156250 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -90942.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -90962.796875 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -90962.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -90973.414062 Penalty: 3350.861328
	Iteration 12Q: 3 clusters Score -90973.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -90979.093750 Penalty: 3350.861328
	Iteration 13Q: 3 clusters Score -90979.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -90981.703125 Penalty: 3350.861328
	Iteration 14Q: 3 clusters Score -90981.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -90983.593750 Penalty: 3350.861328
	Iteration 15Q: 3 clusters Score -90983.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -90983.593750 Penalty: 3350.861328
	Iteration 16F: 3 clusters Score -90983.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228729 members 
Mstep: Class 3 contains 30047 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6784 members 
Mstep: Class 9 contains 30722 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 12 contains 150053 members 
Mstep: Class 13 contains 39587 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 58079 members 
Mstep: Class 17 contains 45210 members 
Mstep: Class 18 contains 26549 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7422 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044472.000000 Penalty: 76631.320312
Iteration 159Q: 24 clusters Score -8.004447e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228726 members 
Mstep: Class 3 contains 30046 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6787 members 
Mstep: Class 9 contains 30722 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 12 contains 150056 members 
Mstep: Class 13 contains 39588 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5238 members 
Mstep: Class 16 contains 58078 members 
Mstep: Class 17 contains 45208 members 
Mstep: Class 18 contains 26549 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044432.000000 Penalty: 76631.320312
Iteration 160F: 24 clusters Score -8.004443e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228726 members 
Mstep: Class 3 contains 30046 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6792 members 
Mstep: Class 9 contains 30722 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 12 contains 150050 members 
Mstep: Class 13 contains 39590 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58077 members 
Mstep: Class 17 contains 45207 members 
Mstep: Class 18 contains 26549 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044448.000000 Penalty: 76631.320312
Iteration 161Q: 24 clusters Score -8.004445e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228726 members 
Mstep: Class 3 contains 30046 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6796 members 
Mstep: Class 9 contains 30723 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 12 contains 150049 members 
Mstep: Class 13 contains 39590 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58075 members 
Mstep: Class 17 contains 45206 members 
Mstep: Class 18 contains 26549 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17595 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044416.000000 Penalty: 76631.320312
Iteration 162Q: 24 clusters Score -8.004442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228726 members 
Mstep: Class 3 contains 30046 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6796 members 
Mstep: Class 9 contains 30724 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 12 contains 150049 members 
Mstep: Class 13 contains 39590 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58074 members 
Mstep: Class 17 contains 45206 members 
Mstep: Class 18 contains 26549 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17595 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044432.000000 Penalty: 76631.320312
Iteration 163Q: 24 clusters Score -8.004443e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228727 members 
Mstep: Class 3 contains 30046 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6798 members 
Mstep: Class 9 contains 30726 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 12 contains 150046 members 
Mstep: Class 13 contains 39590 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58074 members 
Mstep: Class 17 contains 45204 members 
Mstep: Class 18 contains 26549 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17595 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044456.000000 Penalty: 76631.320312
Iteration 164Q: 24 clusters Score -8.004446e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228728 members 
Mstep: Class 3 contains 30046 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6802 members 
Mstep: Class 9 contains 30727 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 12 contains 150042 members 
Mstep: Class 13 contains 39591 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58073 members 
Mstep: Class 17 contains 45203 members 
Mstep: Class 18 contains 26548 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17595 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044424.000000 Penalty: 76631.320312
Iteration 165Q: 24 clusters Score -8.004442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228731 members 
Mstep: Class 3 contains 30044 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6806 members 
Mstep: Class 9 contains 30727 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 12 contains 150039 members 
Mstep: Class 13 contains 39591 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58074 members 
Mstep: Class 17 contains 45201 members 
Mstep: Class 18 contains 26548 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17595 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044400.000000 Penalty: 76631.320312
Iteration 166Q: 24 clusters Score -8.00444e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228729 members 
Mstep: Class 3 contains 30044 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6810 members 
Mstep: Class 9 contains 30727 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 12 contains 150037 members 
Mstep: Class 13 contains 39592 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58075 members 
Mstep: Class 17 contains 45199 members 
Mstep: Class 18 contains 26548 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17595 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044408.000000 Penalty: 76631.320312
Iteration 167Q: 24 clusters Score -8.004441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228728 members 
Mstep: Class 3 contains 30043 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6814 members 
Mstep: Class 9 contains 30727 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 12 contains 150035 members 
Mstep: Class 13 contains 39592 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58074 members 
Mstep: Class 17 contains 45200 members 
Mstep: Class 18 contains 26548 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17595 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044464.000000 Penalty: 76631.320312
Iteration 168Q: 24 clusters Score -8.004446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228727 members 
Mstep: Class 3 contains 30044 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6819 members 
Mstep: Class 9 contains 30726 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150032 members 
Mstep: Class 13 contains 39592 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58074 members 
Mstep: Class 17 contains 45200 members 
Mstep: Class 18 contains 26547 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044472.000000 Penalty: 76631.320312
Iteration 169Q: 24 clusters Score -8.004447e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228726 members 
Mstep: Class 3 contains 30044 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6823 members 
Mstep: Class 9 contains 30726 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150030 members 
Mstep: Class 13 contains 39592 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58073 members 
Mstep: Class 17 contains 45201 members 
Mstep: Class 18 contains 26546 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17597 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044488.000000 Penalty: 76631.320312
Iteration 170Q: 24 clusters Score -8.004449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228725 members 
Mstep: Class 3 contains 30043 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6828 members 
Mstep: Class 9 contains 30726 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150028 members 
Mstep: Class 13 contains 39592 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58073 members 
Mstep: Class 17 contains 45201 members 
Mstep: Class 18 contains 26545 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17597 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044472.000000 Penalty: 76631.320312
Iteration 171Q: 24 clusters Score -8.004447e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228724 members 
Mstep: Class 3 contains 30042 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 30726 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150029 members 
Mstep: Class 13 contains 39592 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58071 members 
Mstep: Class 17 contains 45200 members 
Mstep: Class 18 contains 26545 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17597 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044464.000000 Penalty: 76631.320312
Iteration 172Q: 24 clusters Score -8.004446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228724 members 
Mstep: Class 3 contains 30040 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6838 members 
Mstep: Class 9 contains 30726 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150028 members 
Mstep: Class 13 contains 39592 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58069 members 
Mstep: Class 17 contains 45199 members 
Mstep: Class 18 contains 26544 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17597 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044496.000000 Penalty: 76631.320312
Iteration 173Q: 24 clusters Score -8.00445e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228723 members 
Mstep: Class 3 contains 30039 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6844 members 
Mstep: Class 9 contains 30726 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150026 members 
Mstep: Class 13 contains 39590 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58070 members 
Mstep: Class 17 contains 45198 members 
Mstep: Class 18 contains 26545 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17597 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044472.000000 Penalty: 76631.320312
Iteration 174Q: 24 clusters Score -8.004447e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228719 members 
Mstep: Class 3 contains 30039 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6847 members 
Mstep: Class 9 contains 30726 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150026 members 
Mstep: Class 13 contains 39591 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58072 members 
Mstep: Class 17 contains 45196 members 
Mstep: Class 18 contains 26545 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17597 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044520.000000 Penalty: 76631.320312
Iteration 175Q: 24 clusters Score -8.004452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228717 members 
Mstep: Class 3 contains 30039 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6849 members 
Mstep: Class 9 contains 30726 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150027 members 
Mstep: Class 13 contains 39591 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58072 members 
Mstep: Class 17 contains 45195 members 
Mstep: Class 18 contains 26545 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17597 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044536.000000 Penalty: 76631.320312
Iteration 176Q: 24 clusters Score -8.004454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228718 members 
Mstep: Class 3 contains 30039 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6851 members 
Mstep: Class 9 contains 30726 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150027 members 
Mstep: Class 13 contains 39591 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58071 members 
Mstep: Class 17 contains 45193 members 
Mstep: Class 18 contains 26545 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17597 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044544.000000 Penalty: 76631.320312
Iteration 177Q: 24 clusters Score -8.004454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228717 members 
Mstep: Class 3 contains 30039 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6853 members 
Mstep: Class 9 contains 30726 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150026 members 
Mstep: Class 13 contains 39591 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58072 members 
Mstep: Class 17 contains 45192 members 
Mstep: Class 18 contains 26545 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17597 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044536.000000 Penalty: 76631.320312
Iteration 178Q: 24 clusters Score -8.004454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228716 members 
Mstep: Class 3 contains 30039 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6856 members 
Mstep: Class 9 contains 30726 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150026 members 
Mstep: Class 13 contains 39591 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58072 members 
Mstep: Class 17 contains 45190 members 
Mstep: Class 18 contains 26545 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17597 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044552.000000 Penalty: 76631.320312
Iteration 179Q: 24 clusters Score -8.004455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228715 members 
Mstep: Class 3 contains 30039 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 30726 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150026 members 
Mstep: Class 13 contains 39591 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58072 members 
Mstep: Class 17 contains 45190 members 
Mstep: Class 18 contains 26545 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17597 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044544.000000 Penalty: 76631.320312
Iteration 180F: 24 clusters Score -8.004454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228716 members 
Mstep: Class 3 contains 30039 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 30726 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150025 members 
Mstep: Class 13 contains 39592 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58072 members 
Mstep: Class 17 contains 45190 members 
Mstep: Class 18 contains 26544 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17597 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044560.000000 Penalty: 76631.320312
Iteration 181Q: 24 clusters Score -8.004456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228718 members 
Mstep: Class 3 contains 30039 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 30726 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150025 members 
Mstep: Class 13 contains 39592 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58072 members 
Mstep: Class 17 contains 45190 members 
Mstep: Class 18 contains 26542 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17597 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044584.000000 Penalty: 76631.320312
Iteration 182Q: 24 clusters Score -8.004458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228722 members 
Mstep: Class 3 contains 30039 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 30726 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150025 members 
Mstep: Class 13 contains 39592 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58072 members 
Mstep: Class 17 contains 45190 members 
Mstep: Class 18 contains 26538 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17597 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044576.000000 Penalty: 76631.320312
Iteration 183Q: 24 clusters Score -8.004458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228723 members 
Mstep: Class 3 contains 30039 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 30726 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150024 members 
Mstep: Class 13 contains 39592 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58072 members 
Mstep: Class 17 contains 45190 members 
Mstep: Class 18 contains 26538 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17597 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044560.000000 Penalty: 76631.320312
Iteration 184Q: 24 clusters Score -8.004456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228725 members 
Mstep: Class 3 contains 30039 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 30726 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150022 members 
Mstep: Class 13 contains 39592 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58073 members 
Mstep: Class 17 contains 45190 members 
Mstep: Class 18 contains 26538 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044560.000000 Penalty: 76631.320312
Iteration 185Q: 24 clusters Score -8.004456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228724 members 
Mstep: Class 3 contains 30039 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 30726 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150024 members 
Mstep: Class 13 contains 39592 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58073 members 
Mstep: Class 17 contains 45190 members 
Mstep: Class 18 contains 26539 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17594 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044520.000000 Penalty: 76631.320312
Iteration 186Q: 24 clusters Score -8.004452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228728 members 
Mstep: Class 3 contains 30039 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 30726 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150023 members 
Mstep: Class 13 contains 39592 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58073 members 
Mstep: Class 17 contains 45190 members 
Mstep: Class 18 contains 26538 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17592 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044512.000000 Penalty: 76631.320312
Iteration 187Q: 24 clusters Score -8.004451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228733 members 
Mstep: Class 3 contains 30038 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 30727 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150023 members 
Mstep: Class 13 contains 39592 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58072 members 
Mstep: Class 17 contains 45189 members 
Mstep: Class 18 contains 26536 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17591 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044512.000000 Penalty: 76631.320312
Iteration 188Q: 24 clusters Score -8.004451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228738 members 
Mstep: Class 3 contains 30036 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 30727 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150023 members 
Mstep: Class 13 contains 39592 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58072 members 
Mstep: Class 17 contains 45186 members 
Mstep: Class 18 contains 26536 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17591 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044488.000000 Penalty: 76631.320312
Iteration 189Q: 24 clusters Score -8.004449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228742 members 
Mstep: Class 3 contains 30031 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 30727 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150022 members 
Mstep: Class 13 contains 39592 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58072 members 
Mstep: Class 17 contains 45187 members 
Mstep: Class 18 contains 26536 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6347 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17591 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044472.000000 Penalty: 76631.320312
Iteration 190Q: 24 clusters Score -8.004447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228748 members 
Mstep: Class 3 contains 30026 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 30727 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150020 members 
Mstep: Class 13 contains 39592 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58071 members 
Mstep: Class 17 contains 45191 members 
Mstep: Class 18 contains 26535 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17591 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044440.000000 Penalty: 76631.320312
Iteration 191Q: 24 clusters Score -8.004444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228754 members 
Mstep: Class 3 contains 30021 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 30727 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150021 members 
Mstep: Class 13 contains 39592 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58071 members 
Mstep: Class 17 contains 45189 members 
Mstep: Class 18 contains 26535 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17591 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044408.000000 Penalty: 76631.320312
Iteration 192Q: 24 clusters Score -8.004441e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228756 members 
Mstep: Class 3 contains 30018 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30727 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150021 members 
Mstep: Class 13 contains 39592 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58071 members 
Mstep: Class 17 contains 45189 members 
Mstep: Class 18 contains 26535 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17591 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044400.000000 Penalty: 76631.320312
Iteration 193Q: 24 clusters Score -8.00444e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228761 members 
Mstep: Class 3 contains 30016 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30727 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150017 members 
Mstep: Class 13 contains 39591 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58072 members 
Mstep: Class 17 contains 45191 members 
Mstep: Class 18 contains 26535 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17591 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044408.000000 Penalty: 76631.320312
Iteration 194Q: 24 clusters Score -8.004441e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228762 members 
Mstep: Class 3 contains 30011 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 30727 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150019 members 
Mstep: Class 13 contains 39591 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58073 members 
Mstep: Class 17 contains 45191 members 
Mstep: Class 18 contains 26535 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17590 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044400.000000 Penalty: 76631.320312
Iteration 195Q: 24 clusters Score -8.00444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 228762 members 
Mstep: Class 3 contains 30006 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 30727 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150022 members 
Mstep: Class 13 contains 39591 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58074 members 
Mstep: Class 17 contains 45191 members 
Mstep: Class 18 contains 26535 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17590 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044392.000000 Penalty: 76631.320312
Iteration 196Q: 24 clusters Score -8.004439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 228762 members 
Mstep: Class 3 contains 30002 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 30727 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150025 members 
Mstep: Class 13 contains 39591 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58076 members 
Mstep: Class 17 contains 45191 members 
Mstep: Class 18 contains 26534 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17590 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044408.000000 Penalty: 76631.320312
Iteration 197Q: 24 clusters Score -8.004441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 228763 members 
Mstep: Class 3 contains 29996 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 30728 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150027 members 
Mstep: Class 13 contains 39591 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58077 members 
Mstep: Class 17 contains 45192 members 
Mstep: Class 18 contains 26533 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17590 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044424.000000 Penalty: 76631.320312
Iteration 198Q: 24 clusters Score -8.004442e+07 nChanged 15
Entering ConstructFrom: 
Score: -80044424.000000 Penalty: 76631.320312
Entering ConstructFrom: 
Trying to split cluster 1 (3776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Entering Unmasked Estep 
Score: -445692.937500 Penalty: 2042.632324
	Iteration 0F: 2 clusters Score -445692.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -441953.375000 Penalty: 4085.264648
	Iteration 0F: 3 clusters Score -441953.4 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -442780.156250 Penalty: 4085.264648
	Iteration 1F: 3 clusters Score -442780.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -442989.312500 Penalty: 4085.264648
	Iteration 2F: 3 clusters Score -442989.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -443102.968750 Penalty: 4085.264648
	Iteration 3Q: 3 clusters Score -443103 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -443186.250000 Penalty: 4085.264648
	Iteration 4Q: 3 clusters Score -443186.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -443255.125000 Penalty: 4085.264648
	Iteration 5Q: 3 clusters Score -443255.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -443305.468750 Penalty: 4085.264648
	Iteration 6Q: 3 clusters Score -443305.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -443334.875000 Penalty: 4085.264648
	Iteration 7Q: 3 clusters Score -443334.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -443365.500000 Penalty: 4085.264648
	Iteration 8Q: 3 clusters Score -443365.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -443393.531250 Penalty: 4085.264648
	Iteration 9Q: 3 clusters Score -443393.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -443423.375000 Penalty: 4085.264648
	Iteration 10Q: 3 clusters Score -443423.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -443446.781250 Penalty: 4085.264648
	Iteration 11Q: 3 clusters Score -443446.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -443474.156250 Penalty: 4085.264648
	Iteration 12Q: 3 clusters Score -443474.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -443501.156250 Penalty: 4085.264648
	Iteration 13Q: 3 clusters Score -443501.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -443520.531250 Penalty: 4085.264648
	Iteration 14Q: 3 clusters Score -443520.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -443539.968750 Penalty: 4085.264648
	Iteration 15Q: 3 clusters Score -443540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -443552.781250 Penalty: 4085.264648
	Iteration 16Q: 3 clusters Score -443552.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -443567.687500 Penalty: 4085.264648
	Iteration 17Q: 3 clusters Score -443567.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -443578.937500 Penalty: 4085.264648
	Iteration 18Q: 3 clusters Score -443578.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -443585.250000 Penalty: 4085.264648
	Iteration 19Q: 3 clusters Score -443585.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -443592.437500 Penalty: 4085.264648
	Iteration 20F: 3 clusters Score -443592.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -443598.531250 Penalty: 4085.264648
	Iteration 21Q: 3 clusters Score -443598.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -443605.468750 Penalty: 4085.264648
	Iteration 22Q: 3 clusters Score -443605.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -443611.718750 Penalty: 4085.264648
	Iteration 23Q: 3 clusters Score -443611.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -443620.656250 Penalty: 4085.264648
	Iteration 24Q: 3 clusters Score -443620.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -443628.000000 Penalty: 4085.264648
	Iteration 25Q: 3 clusters Score -443628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -443631.843750 Penalty: 4085.264648
	Iteration 26Q: 3 clusters Score -443631.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -443638.468750 Penalty: 4085.264648
	Iteration 27Q: 3 clusters Score -443638.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -443642.687500 Penalty: 4085.264648
	Iteration 28Q: 3 clusters Score -443642.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -443646.625000 Penalty: 4085.264648
	Iteration 29Q: 3 clusters Score -443646.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -443649.468750 Penalty: 4085.264648
	Iteration 30Q: 3 clusters Score -443649.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -443653.031250 Penalty: 4085.264648
	Iteration 31Q: 3 clusters Score -443653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -443656.343750 Penalty: 4085.264648
	Iteration 32Q: 3 clusters Score -443656.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -443660.500000 Penalty: 4085.264648
	Iteration 33Q: 3 clusters Score -443660.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -443664.343750 Penalty: 4085.264648
	Iteration 34Q: 3 clusters Score -443664.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -443668.375000 Penalty: 4085.264648
	Iteration 35Q: 3 clusters Score -443668.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -443671.656250 Penalty: 4085.264648
	Iteration 36Q: 3 clusters Score -443671.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -443672.187500 Penalty: 4085.264648
	Iteration 37Q: 3 clusters Score -443672.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -443672.531250 Penalty: 4085.264648
	Iteration 38Q: 3 clusters Score -443672.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -443673.812500 Penalty: 4085.264648
	Iteration 39Q: 3 clusters Score -443673.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -443675.625000 Penalty: 4085.264648
	Iteration 40F: 3 clusters Score -443675.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -443677.218750 Penalty: 4085.264648
	Iteration 41Q: 3 clusters Score -443677.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -443678.843750 Penalty: 4085.264648
	Iteration 42Q: 3 clusters Score -443678.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -443679.343750 Penalty: 4085.264648
	Iteration 43Q: 3 clusters Score -443679.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -443681.406250 Penalty: 4085.264648
	Iteration 44Q: 3 clusters Score -443681.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -443681.187500 Penalty: 4085.264648
	Iteration 45Q: 3 clusters Score -443681.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -443682.375000 Penalty: 4085.264648
	Iteration 46Q: 3 clusters Score -443682.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -443683.687500 Penalty: 4085.264648
	Iteration 47Q: 3 clusters Score -443683.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -443685.593750 Penalty: 4085.264648
	Iteration 48Q: 3 clusters Score -443685.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -443686.093750 Penalty: 4085.264648
	Iteration 49Q: 3 clusters Score -443686.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -443686.218750 Penalty: 4085.264648
	Iteration 50Q: 3 clusters Score -443686.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -443686.937500 Penalty: 4085.264648
	Iteration 51Q: 3 clusters Score -443686.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -443686.625000 Penalty: 4085.264648
	Iteration 52Q: 3 clusters Score -443686.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -443688.406250 Penalty: 4085.264648
	Iteration 53Q: 3 clusters Score -443688.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -443688.093750 Penalty: 4085.264648
	Iteration 54Q: 3 clusters Score -443688.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -443688.468750 Penalty: 4085.264648
	Iteration 55Q: 3 clusters Score -443688.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -443688.687500 Penalty: 4085.264648
	Iteration 56Q: 3 clusters Score -443688.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -443688.687500 Penalty: 4085.264648
	Iteration 57F: 3 clusters Score -443688.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (228768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228768 members 
Entering Unmasked Estep 
Score: -27236792.000000 Penalty: 3060.435059
	Iteration 0F: 2 clusters Score -2.723679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114669 members 
Mstep: Class 2 contains 114099 members 
Entering Unmasked Estep 
Score: -27100528.000000 Penalty: 6120.870117
	Iteration 0F: 3 clusters Score -2.710053e+07 nChanged 110138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119547 members 
Mstep: Class 2 contains 109221 members 
Entering Unmasked Estep 
Score: -27165336.000000 Penalty: 6120.870117
	Iteration 1F: 3 clusters Score -2.716534e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122551 members 
Mstep: Class 2 contains 106217 members 
Entering Unmasked Estep 
Score: -27166452.000000 Penalty: 6120.870117
	Iteration 2Q: 3 clusters Score -2.716645e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127148 members 
Mstep: Class 2 contains 101620 members 
Entering Unmasked Estep 
Score: -27168150.000000 Penalty: 6120.870117
	Iteration 3Q: 3 clusters Score -2.716815e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134083 members 
Mstep: Class 2 contains 94685 members 
Entering Unmasked Estep 
Score: -27171202.000000 Penalty: 6120.870117
	Iteration 4Q: 3 clusters Score -2.71712e+07 nChanged 11060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144071 members 
Mstep: Class 2 contains 84697 members 
Entering Unmasked Estep 
Score: -27175546.000000 Penalty: 6120.870117
	Iteration 5Q: 3 clusters Score -2.717555e+07 nChanged 14133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157602 members 
Mstep: Class 2 contains 71166 members 
Entering Unmasked Estep 
Score: -27183152.000000 Penalty: 6120.870117
	Iteration 6F: 3 clusters Score -2.718315e+07 nChanged 16823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174067 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -27195056.000000 Penalty: 6120.870117
	Iteration 7F: 3 clusters Score -2.719506e+07 nChanged 17157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191054 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -27209736.000000 Penalty: 6120.870117
	Iteration 8F: 3 clusters Score -2.720974e+07 nChanged 14192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205186 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -27225192.000000 Penalty: 6120.870117
	Iteration 9F: 3 clusters Score -2.722519e+07 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215813 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -27232562.000000 Penalty: 6120.870117
	Iteration 10Q: 3 clusters Score -2.723256e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222178 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -27234456.000000 Penalty: 6120.870117
	Iteration 11Q: 3 clusters Score -2.723446e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225495 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -27234532.000000 Penalty: 6120.870117
	Iteration 12Q: 3 clusters Score -2.723453e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227030 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -27234370.000000 Penalty: 6120.870117
	Iteration 13Q: 3 clusters Score -2.723437e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227709 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -27234266.000000 Penalty: 6120.870117
	Iteration 14Q: 3 clusters Score -2.723427e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228018 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -27234326.000000 Penalty: 6120.870117
	Iteration 15Q: 3 clusters Score -2.723433e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228167 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -27234332.000000 Penalty: 6120.870117
	Iteration 16Q: 3 clusters Score -2.723433e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228253 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -27234430.000000 Penalty: 6120.870117
	Iteration 17Q: 3 clusters Score -2.723443e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228311 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -27234428.000000 Penalty: 6120.870117
	Iteration 18Q: 3 clusters Score -2.723443e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228337 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -27234452.000000 Penalty: 6120.870117
	Iteration 19Q: 3 clusters Score -2.723445e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228355 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -27234442.000000 Penalty: 6120.870117
	Iteration 20F: 3 clusters Score -2.723444e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228365 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -27234482.000000 Penalty: 6120.870117
	Iteration 21Q: 3 clusters Score -2.723448e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228375 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -27234492.000000 Penalty: 6120.870117
	Iteration 22Q: 3 clusters Score -2.723449e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228378 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -27234504.000000 Penalty: 6120.870117
	Iteration 23Q: 3 clusters Score -2.72345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228385 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -27234494.000000 Penalty: 6120.870117
	Iteration 24Q: 3 clusters Score -2.723449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228392 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -27234506.000000 Penalty: 6120.870117
	Iteration 25Q: 3 clusters Score -2.723451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228397 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -27234508.000000 Penalty: 6120.870117
	Iteration 26Q: 3 clusters Score -2.723451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228399 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -27234506.000000 Penalty: 6120.870117
	Iteration 27Q: 3 clusters Score -2.723451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228399 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -27234506.000000 Penalty: 6120.870117
	Iteration 28F: 3 clusters Score -2.723451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Entering Unmasked Estep 
Score: -3622921.500000 Penalty: 2556.537598
	Iteration 0F: 2 clusters Score -3622922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -3602404.500000 Penalty: 5113.075195
	Iteration 0F: 3 clusters Score -3602404 nChanged 13673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3609709.500000 Penalty: 5113.075195
	Iteration 1F: 3 clusters Score -3609710 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -3610113.000000 Penalty: 5113.075195
	Iteration 2Q: 3 clusters Score -3610113 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -3610460.000000 Penalty: 5113.075195
	Iteration 3Q: 3 clusters Score -3610460 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -3610779.750000 Penalty: 5113.075195
	Iteration 4Q: 3 clusters Score -3610780 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -3611215.250000 Penalty: 5113.075195
	Iteration 5Q: 3 clusters Score -3611215 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -3611778.500000 Penalty: 5113.075195
	Iteration 6Q: 3 clusters Score -3611778 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -3612663.750000 Penalty: 5113.075195
	Iteration 7F: 3 clusters Score -3612664 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -3614008.000000 Penalty: 5113.075195
	Iteration 8F: 3 clusters Score -3614008 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -3615906.500000 Penalty: 5113.075195
	Iteration 9F: 3 clusters Score -3615906 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3617830.750000 Penalty: 5113.075195
	Iteration 10F: 3 clusters Score -3617831 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3619201.250000 Penalty: 5113.075195
	Iteration 11Q: 3 clusters Score -3619201 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3620022.500000 Penalty: 5113.075195
	Iteration 12Q: 3 clusters Score -3620022 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3620375.250000 Penalty: 5113.075195
	Iteration 13Q: 3 clusters Score -3620375 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3620528.000000 Penalty: 5113.075195
	Iteration 14Q: 3 clusters Score -3620528 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3620588.000000 Penalty: 5113.075195
	Iteration 15Q: 3 clusters Score -3620588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3620605.750000 Penalty: 5113.075195
	Iteration 16Q: 3 clusters Score -3620606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3620621.000000 Penalty: 5113.075195
	Iteration 17Q: 3 clusters Score -3620621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3620629.000000 Penalty: 5113.075195
	Iteration 18Q: 3 clusters Score -3620629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3620628.750000 Penalty: 5113.075195
	Iteration 19Q: 3 clusters Score -3620629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3620628.750000 Penalty: 5113.075195
	Iteration 20F: 3 clusters Score -3620629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Entering Unmasked Estep 
Score: -436806.593750 Penalty: 2031.826172
	Iteration 0F: 2 clusters Score -436806.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -433136.625000 Penalty: 4063.652344
	Iteration 0F: 3 clusters Score -433136.6 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -433871.062500 Penalty: 4063.652344
	Iteration 1F: 3 clusters Score -433871.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -434076.781250 Penalty: 4063.652344
	Iteration 2F: 3 clusters Score -434076.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -434190.031250 Penalty: 4063.652344
	Iteration 3Q: 3 clusters Score -434190 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -434285.843750 Penalty: 4063.652344
	Iteration 4Q: 3 clusters Score -434285.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -434378.687500 Penalty: 4063.652344
	Iteration 5Q: 3 clusters Score -434378.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -434462.812500 Penalty: 4063.652344
	Iteration 6Q: 3 clusters Score -434462.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -434553.562500 Penalty: 4063.652344
	Iteration 7Q: 3 clusters Score -434553.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -434668.000000 Penalty: 4063.652344
	Iteration 8Q: 3 clusters Score -434668 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -434784.656250 Penalty: 4063.652344
	Iteration 9Q: 3 clusters Score -434784.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -434885.718750 Penalty: 4063.652344
	Iteration 10Q: 3 clusters Score -434885.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -434994.125000 Penalty: 4063.652344
	Iteration 11Q: 3 clusters Score -434994.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -435109.656250 Penalty: 4063.652344
	Iteration 12Q: 3 clusters Score -435109.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -435210.312500 Penalty: 4063.652344
	Iteration 13Q: 3 clusters Score -435210.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -435307.281250 Penalty: 4063.652344
	Iteration 14Q: 3 clusters Score -435307.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -435389.906250 Penalty: 4063.652344
	Iteration 15Q: 3 clusters Score -435389.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -435451.750000 Penalty: 4063.652344
	Iteration 16Q: 3 clusters Score -435451.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -435480.906250 Penalty: 4063.652344
	Iteration 17Q: 3 clusters Score -435480.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -435504.093750 Penalty: 4063.652344
	Iteration 18Q: 3 clusters Score -435504.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -435525.968750 Penalty: 4063.652344
	Iteration 19Q: 3 clusters Score -435526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -435546.500000 Penalty: 4063.652344
	Iteration 20F: 3 clusters Score -435546.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -435567.593750 Penalty: 4063.652344
	Iteration 21Q: 3 clusters Score -435567.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -435579.281250 Penalty: 4063.652344
	Iteration 22Q: 3 clusters Score -435579.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -435584.437500 Penalty: 4063.652344
	Iteration 23Q: 3 clusters Score -435584.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -435589.687500 Penalty: 4063.652344
	Iteration 24Q: 3 clusters Score -435589.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -435591.468750 Penalty: 4063.652344
	Iteration 25Q: 3 clusters Score -435591.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -435592.000000 Penalty: 4063.652344
	Iteration 26Q: 3 clusters Score -435592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -435592.812500 Penalty: 4063.652344
	Iteration 27Q: 3 clusters Score -435592.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -435593.187500 Penalty: 4063.652344
	Iteration 28Q: 3 clusters Score -435593.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -435593.187500 Penalty: 4063.652344
	Iteration 29F: 3 clusters Score -435593.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -191614.421875 Penalty: 1832.918091
	Iteration 0F: 2 clusters Score -191614.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -189237.531250 Penalty: 3665.836182
	Iteration 0F: 3 clusters Score -189237.5 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -189628.468750 Penalty: 3665.836182
	Iteration 1F: 3 clusters Score -189628.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -189719.250000 Penalty: 3665.836182
	Iteration 2F: 3 clusters Score -189719.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -189771.687500 Penalty: 3665.836182
	Iteration 3Q: 3 clusters Score -189771.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -189795.593750 Penalty: 3665.836182
	Iteration 4Q: 3 clusters Score -189795.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -189810.859375 Penalty: 3665.836182
	Iteration 5Q: 3 clusters Score -189810.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -189816.609375 Penalty: 3665.836182
	Iteration 6Q: 3 clusters Score -189816.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -189824.109375 Penalty: 3665.836182
	Iteration 7Q: 3 clusters Score -189824.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -189829.546875 Penalty: 3665.836182
	Iteration 8Q: 3 clusters Score -189829.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -189836.093750 Penalty: 3665.836182
	Iteration 9Q: 3 clusters Score -189836.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -189840.296875 Penalty: 3665.836182
	Iteration 10Q: 3 clusters Score -189840.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -189841.562500 Penalty: 3665.836182
	Iteration 11Q: 3 clusters Score -189841.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -189844.078125 Penalty: 3665.836182
	Iteration 12Q: 3 clusters Score -189844.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -189844.640625 Penalty: 3665.836182
	Iteration 13Q: 3 clusters Score -189844.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -189846.156250 Penalty: 3665.836182
	Iteration 14Q: 3 clusters Score -189846.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -189847.343750 Penalty: 3665.836182
	Iteration 15Q: 3 clusters Score -189847.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -189847.343750 Penalty: 3665.836182
	Iteration 16F: 3 clusters Score -189847.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Entering Unmasked Estep 
Score: -174021.500000 Penalty: 1834.443359
	Iteration 0F: 2 clusters Score -174021.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -171669.171875 Penalty: 3668.886719
	Iteration 0F: 3 clusters Score -171669.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -172501.625000 Penalty: 3668.886719
	Iteration 1F: 3 clusters Score -172501.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -173380.250000 Penalty: 3668.886719
	Iteration 2F: 3 clusters Score -173380.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -173961.265625 Penalty: 3668.886719
	Iteration 3F: 3 clusters Score -173961.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -174158.765625 Penalty: 3668.886719
	Iteration 4F: 3 clusters Score -174158.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -174232.562500 Penalty: 3668.886719
	Iteration 5Q: 3 clusters Score -174232.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -174267.765625 Penalty: 3668.886719
	Iteration 6Q: 3 clusters Score -174267.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -174287.296875 Penalty: 3668.886719
	Iteration 7Q: 3 clusters Score -174287.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -174300.359375 Penalty: 3668.886719
	Iteration 8Q: 3 clusters Score -174300.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -174304.718750 Penalty: 3668.886719
	Iteration 9Q: 3 clusters Score -174304.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -174310.484375 Penalty: 3668.886719
	Iteration 10Q: 3 clusters Score -174310.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -174324.328125 Penalty: 3668.886719
	Iteration 11Q: 3 clusters Score -174324.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -174360.234375 Penalty: 3668.886719
	Iteration 12Q: 3 clusters Score -174360.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -174406.609375 Penalty: 3668.886719
	Iteration 13Q: 3 clusters Score -174406.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -174423.687500 Penalty: 3668.886719
	Iteration 14Q: 3 clusters Score -174423.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -174434.875000 Penalty: 3668.886719
	Iteration 15Q: 3 clusters Score -174434.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -174436.703125 Penalty: 3668.886719
	Iteration 16Q: 3 clusters Score -174436.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -174436.703125 Penalty: 3668.886719
	Iteration 17F: 3 clusters Score -174436.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228768 members 
Mstep: Class 3 contains 29990 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 30728 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 150030 members 
Mstep: Class 13 contains 39591 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58077 members 
Mstep: Class 17 contains 45192 members 
Mstep: Class 18 contains 26532 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17591 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
Score: -80043424.000000 Penalty: 79963.109375
Splitting cluster 6 changes total score from -80044424.000000 to -80043424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -167367.750000 Penalty: 1806.465454
	Iteration 0F: 2 clusters Score -167367.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -165110.750000 Penalty: 3612.930908
	Iteration 0F: 3 clusters Score -165110.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -165415.343750 Penalty: 3612.930908
	Iteration 1F: 3 clusters Score -165415.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -165518.453125 Penalty: 3612.930908
	Iteration 2F: 3 clusters Score -165518.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -165580.906250 Penalty: 3612.930908
	Iteration 3Q: 3 clusters Score -165580.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -165630.359375 Penalty: 3612.930908
	Iteration 4Q: 3 clusters Score -165630.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -165664.218750 Penalty: 3612.930908
	Iteration 5Q: 3 clusters Score -165664.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -165684.656250 Penalty: 3612.930908
	Iteration 6Q: 3 clusters Score -165684.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -165698.437500 Penalty: 3612.930908
	Iteration 7Q: 3 clusters Score -165698.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -165711.750000 Penalty: 3612.930908
	Iteration 8Q: 3 clusters Score -165711.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -165725.453125 Penalty: 3612.930908
	Iteration 9Q: 3 clusters Score -165725.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -165734.984375 Penalty: 3612.930908
	Iteration 10Q: 3 clusters Score -165735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -165745.828125 Penalty: 3612.930908
	Iteration 11Q: 3 clusters Score -165745.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -165750.437500 Penalty: 3612.930908
	Iteration 12Q: 3 clusters Score -165750.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -165758.484375 Penalty: 3612.930908
	Iteration 13Q: 3 clusters Score -165758.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -165762.156250 Penalty: 3612.930908
	Iteration 14Q: 3 clusters Score -165762.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -165762.968750 Penalty: 3612.930908
	Iteration 15Q: 3 clusters Score -165763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -165764.578125 Penalty: 3612.930908
	Iteration 16Q: 3 clusters Score -165764.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -165766.468750 Penalty: 3612.930908
	Iteration 17Q: 3 clusters Score -165766.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -165767.468750 Penalty: 3612.930908
	Iteration 18Q: 3 clusters Score -165767.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -165767.468750 Penalty: 3612.930908
	Iteration 19F: 3 clusters Score -165767.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Entering Unmasked Estep 
Score: -837752.437500 Penalty: 2190.662598
	Iteration 0F: 2 clusters Score -837752.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -832056.750000 Penalty: 4381.325195
	Iteration 0F: 3 clusters Score -832056.8 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -833544.875000 Penalty: 4381.325195
	Iteration 1F: 3 clusters Score -833544.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -833764.687500 Penalty: 4381.325195
	Iteration 2F: 3 clusters Score -833764.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -833892.625000 Penalty: 4381.325195
	Iteration 3Q: 3 clusters Score -833892.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -833990.000000 Penalty: 4381.325195
	Iteration 4Q: 3 clusters Score -833990 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -834064.312500 Penalty: 4381.325195
	Iteration 5Q: 3 clusters Score -834064.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -834121.125000 Penalty: 4381.325195
	Iteration 6Q: 3 clusters Score -834121.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -834160.625000 Penalty: 4381.325195
	Iteration 7Q: 3 clusters Score -834160.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -834197.500000 Penalty: 4381.325195
	Iteration 8Q: 3 clusters Score -834197.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -834229.125000 Penalty: 4381.325195
	Iteration 9Q: 3 clusters Score -834229.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -834259.812500 Penalty: 4381.325195
	Iteration 10Q: 3 clusters Score -834259.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -834287.500000 Penalty: 4381.325195
	Iteration 11Q: 3 clusters Score -834287.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -834307.437500 Penalty: 4381.325195
	Iteration 12Q: 3 clusters Score -834307.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -834324.250000 Penalty: 4381.325195
	Iteration 13Q: 3 clusters Score -834324.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -834339.312500 Penalty: 4381.325195
	Iteration 14Q: 3 clusters Score -834339.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -834349.875000 Penalty: 4381.325195
	Iteration 15Q: 3 clusters Score -834349.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -834362.312500 Penalty: 4381.325195
	Iteration 16Q: 3 clusters Score -834362.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -834379.250000 Penalty: 4381.325195
	Iteration 17Q: 3 clusters Score -834379.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -834395.187500 Penalty: 4381.325195
	Iteration 18Q: 3 clusters Score -834395.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -834411.250000 Penalty: 4381.325195
	Iteration 19Q: 3 clusters Score -834411.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -834426.062500 Penalty: 4381.325195
	Iteration 20F: 3 clusters Score -834426.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -834446.937500 Penalty: 4381.325195
	Iteration 21Q: 3 clusters Score -834446.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -834472.875000 Penalty: 4381.325195
	Iteration 22Q: 3 clusters Score -834472.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -834500.000000 Penalty: 4381.325195
	Iteration 23Q: 3 clusters Score -834500 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -834527.625000 Penalty: 4381.325195
	Iteration 24Q: 3 clusters Score -834527.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -834556.937500 Penalty: 4381.325195
	Iteration 25Q: 3 clusters Score -834556.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -834588.125000 Penalty: 4381.325195
	Iteration 26Q: 3 clusters Score -834588.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -834624.625000 Penalty: 4381.325195
	Iteration 27Q: 3 clusters Score -834624.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -834666.562500 Penalty: 4381.325195
	Iteration 28Q: 3 clusters Score -834666.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -834712.687500 Penalty: 4381.325195
	Iteration 29Q: 3 clusters Score -834712.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -834771.125000 Penalty: 4381.325195
	Iteration 30Q: 3 clusters Score -834771.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -834832.375000 Penalty: 4381.325195
	Iteration 31Q: 3 clusters Score -834832.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -834898.687500 Penalty: 4381.325195
	Iteration 32Q: 3 clusters Score -834898.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -834984.562500 Penalty: 4381.325195
	Iteration 33Q: 3 clusters Score -834984.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -835082.125000 Penalty: 4381.325195
	Iteration 34Q: 3 clusters Score -835082.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -835178.875000 Penalty: 4381.325195
	Iteration 35Q: 3 clusters Score -835178.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -835262.062500 Penalty: 4381.325195
	Iteration 36Q: 3 clusters Score -835262.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -835352.500000 Penalty: 4381.325195
	Iteration 37Q: 3 clusters Score -835352.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -835434.125000 Penalty: 4381.325195
	Iteration 38Q: 3 clusters Score -835434.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -835502.875000 Penalty: 4381.325195
	Iteration 39Q: 3 clusters Score -835502.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -835566.562500 Penalty: 4381.325195
	Iteration 40F: 3 clusters Score -835566.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -835613.125000 Penalty: 4381.325195
	Iteration 41Q: 3 clusters Score -835613.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -835654.375000 Penalty: 4381.325195
	Iteration 42Q: 3 clusters Score -835654.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -835679.375000 Penalty: 4381.325195
	Iteration 43Q: 3 clusters Score -835679.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -835706.875000 Penalty: 4381.325195
	Iteration 44Q: 3 clusters Score -835706.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -835729.625000 Penalty: 4381.325195
	Iteration 45Q: 3 clusters Score -835729.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -835746.875000 Penalty: 4381.325195
	Iteration 46Q: 3 clusters Score -835746.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -835758.437500 Penalty: 4381.325195
	Iteration 47Q: 3 clusters Score -835758.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -835771.125000 Penalty: 4381.325195
	Iteration 48Q: 3 clusters Score -835771.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -835783.750000 Penalty: 4381.325195
	Iteration 49Q: 3 clusters Score -835783.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -835795.125000 Penalty: 4381.325195
	Iteration 50Q: 3 clusters Score -835795.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -835797.437500 Penalty: 4381.325195
	Iteration 51Q: 3 clusters Score -835797.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -835800.562500 Penalty: 4381.325195
	Iteration 52Q: 3 clusters Score -835800.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -835802.062500 Penalty: 4381.325195
	Iteration 53Q: 3 clusters Score -835802.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -835805.250000 Penalty: 4381.325195
	Iteration 54Q: 3 clusters Score -835805.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -835807.687500 Penalty: 4381.325195
	Iteration 55Q: 3 clusters Score -835807.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -835812.000000 Penalty: 4381.325195
	Iteration 56Q: 3 clusters Score -835812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -835815.250000 Penalty: 4381.325195
	Iteration 57Q: 3 clusters Score -835815.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -835817.437500 Penalty: 4381.325195
	Iteration 58Q: 3 clusters Score -835817.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -835819.750000 Penalty: 4381.325195
	Iteration 59Q: 3 clusters Score -835819.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -835820.625000 Penalty: 4381.325195
	Iteration 60F: 3 clusters Score -835820.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -835822.250000 Penalty: 4381.325195
	Iteration 61Q: 3 clusters Score -835822.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -835824.125000 Penalty: 4381.325195
	Iteration 62Q: 3 clusters Score -835824.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -835825.812500 Penalty: 4381.325195
	Iteration 63Q: 3 clusters Score -835825.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -835826.750000 Penalty: 4381.325195
	Iteration 64Q: 3 clusters Score -835826.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -835831.750000 Penalty: 4381.325195
	Iteration 65Q: 3 clusters Score -835831.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -835835.562500 Penalty: 4381.325195
	Iteration 66Q: 3 clusters Score -835835.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -835835.437500 Penalty: 4381.325195
	Iteration 67Q: 3 clusters Score -835835.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -835837.000000 Penalty: 4381.325195
	Iteration 68Q: 3 clusters Score -835837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -835839.687500 Penalty: 4381.325195
	Iteration 69Q: 3 clusters Score -835839.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -835839.875000 Penalty: 4381.325195
	Iteration 70Q: 3 clusters Score -835839.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -835839.750000 Penalty: 4381.325195
	Iteration 71Q: 3 clusters Score -835839.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -835839.750000 Penalty: 4381.325195
	Iteration 72F: 3 clusters Score -835839.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Entering Unmasked Estep 
Score: -3711695.250000 Penalty: 2562.566650
	Iteration 0F: 2 clusters Score -3711695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -3690636.500000 Penalty: 5125.133301
	Iteration 0F: 3 clusters Score -3690636 nChanged 13945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -3698201.500000 Penalty: 5125.133301
	Iteration 1F: 3 clusters Score -3698202 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -3698640.000000 Penalty: 5125.133301
	Iteration 2Q: 3 clusters Score -3698640 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -3699042.000000 Penalty: 5125.133301
	Iteration 3Q: 3 clusters Score -3699042 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -3699504.250000 Penalty: 5125.133301
	Iteration 4Q: 3 clusters Score -3699504 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -3700165.000000 Penalty: 5125.133301
	Iteration 5Q: 3 clusters Score -3700165 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -3701163.500000 Penalty: 5125.133301
	Iteration 6F: 3 clusters Score -3701164 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -3702426.750000 Penalty: 5125.133301
	Iteration 7F: 3 clusters Score -3702427 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -3703861.000000 Penalty: 5125.133301
	Iteration 8F: 3 clusters Score -3703861 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -3705323.500000 Penalty: 5125.133301
	Iteration 9F: 3 clusters Score -3705324 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -3706627.250000 Penalty: 5125.133301
	Iteration 10F: 3 clusters Score -3706627 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -3707610.500000 Penalty: 5125.133301
	Iteration 11Q: 3 clusters Score -3707610 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -3708138.750000 Penalty: 5125.133301
	Iteration 12Q: 3 clusters Score -3708139 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -3708413.000000 Penalty: 5125.133301
	Iteration 13Q: 3 clusters Score -3708413 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -3708610.500000 Penalty: 5125.133301
	Iteration 14Q: 3 clusters Score -3708610 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -3708722.750000 Penalty: 5125.133301
	Iteration 15Q: 3 clusters Score -3708723 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -3708810.500000 Penalty: 5125.133301
	Iteration 16Q: 3 clusters Score -3708810 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -3708880.750000 Penalty: 5125.133301
	Iteration 17Q: 3 clusters Score -3708881 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -3708923.000000 Penalty: 5125.133301
	Iteration 18Q: 3 clusters Score -3708923 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -3708962.250000 Penalty: 5125.133301
	Iteration 19Q: 3 clusters Score -3708962 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -3709010.250000 Penalty: 5125.133301
	Iteration 20F: 3 clusters Score -3709010 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -3709027.000000 Penalty: 5125.133301
	Iteration 21Q: 3 clusters Score -3709027 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -3709053.500000 Penalty: 5125.133301
	Iteration 22Q: 3 clusters Score -3709054 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -3709090.000000 Penalty: 5125.133301
	Iteration 23Q: 3 clusters Score -3709090 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -3709101.250000 Penalty: 5125.133301
	Iteration 24Q: 3 clusters Score -3709101 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -3709130.500000 Penalty: 5125.133301
	Iteration 25Q: 3 clusters Score -3709130 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -3709162.250000 Penalty: 5125.133301
	Iteration 26Q: 3 clusters Score -3709162 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -3709176.250000 Penalty: 5125.133301
	Iteration 27Q: 3 clusters Score -3709176 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -3709207.000000 Penalty: 5125.133301
	Iteration 28Q: 3 clusters Score -3709207 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -3709231.500000 Penalty: 5125.133301
	Iteration 29Q: 3 clusters Score -3709232 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -3709278.250000 Penalty: 5125.133301
	Iteration 30Q: 3 clusters Score -3709278 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -3709353.500000 Penalty: 5125.133301
	Iteration 31Q: 3 clusters Score -3709354 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -3709474.250000 Penalty: 5125.133301
	Iteration 32Q: 3 clusters Score -3709474 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -3709688.000000 Penalty: 5125.133301
	Iteration 33Q: 3 clusters Score -3709688 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -3709955.000000 Penalty: 5125.133301
	Iteration 34Q: 3 clusters Score -3709955 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -3710236.000000 Penalty: 5125.133301
	Iteration 35Q: 3 clusters Score -3710236 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -3710369.250000 Penalty: 5125.133301
	Iteration 36Q: 3 clusters Score -3710369 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -3710421.250000 Penalty: 5125.133301
	Iteration 37Q: 3 clusters Score -3710421 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -3710445.250000 Penalty: 5125.133301
	Iteration 38Q: 3 clusters Score -3710445 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -3710460.750000 Penalty: 5125.133301
	Iteration 39Q: 3 clusters Score -3710461 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -3710461.500000 Penalty: 5125.133301
	Iteration 40F: 3 clusters Score -3710462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -3710463.750000 Penalty: 5125.133301
	Iteration 41Q: 3 clusters Score -3710464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -3710463.500000 Penalty: 5125.133301
	Iteration 42Q: 3 clusters Score -3710464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -3710462.000000 Penalty: 5125.133301
	Iteration 43Q: 3 clusters Score -3710462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -3710464.250000 Penalty: 5125.133301
	Iteration 44Q: 3 clusters Score -3710464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -3710472.000000 Penalty: 5125.133301
	Iteration 45Q: 3 clusters Score -3710472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -3710473.750000 Penalty: 5125.133301
	Iteration 46Q: 3 clusters Score -3710474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -3710468.000000 Penalty: 5125.133301
	Iteration 47Q: 3 clusters Score -3710468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -3710470.000000 Penalty: 5125.133301
	Iteration 48Q: 3 clusters Score -3710470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -3710470.000000 Penalty: 5125.133301
	Iteration 49F: 3 clusters Score -3710470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -67131.117188 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -67131.12 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 297 members 
Entering Unmasked Estep 
Score: -65489.898438 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -65489.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -65680.585938 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -65680.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -65727.273438 Penalty: 3151.767578
	Iteration 2Q: 3 clusters Score -65727.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -65745.132812 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -65745.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -65763.140625 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -65763.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -65767.617188 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -65767.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -65769.023438 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -65769.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -65772.851562 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -65772.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -65775.476562 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -65775.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -65779.828125 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -65779.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65785.085938 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -65785.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -65786.812500 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -65786.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -65786.812500 Penalty: 3151.767578
	Iteration 12F: 3 clusters Score -65786.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (150030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150030 members 
Entering Unmasked Estep 
Score: -17900458.000000 Penalty: 2955.810547
	Iteration 0F: 2 clusters Score -1.790046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74969 members 
Mstep: Class 2 contains 75061 members 
Entering Unmasked Estep 
Score: -17801716.000000 Penalty: 5911.621094
	Iteration 0F: 3 clusters Score -1.780172e+07 nChanged 71767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74914 members 
Mstep: Class 2 contains 75116 members 
Entering Unmasked Estep 
Score: -17843542.000000 Penalty: 5911.621094
	Iteration 1F: 3 clusters Score -1.784354e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74984 members 
Mstep: Class 2 contains 75046 members 
Entering Unmasked Estep 
Score: -17844364.000000 Penalty: 5911.621094
	Iteration 2Q: 3 clusters Score -1.784436e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75032 members 
Mstep: Class 2 contains 74998 members 
Entering Unmasked Estep 
Score: -17845216.000000 Penalty: 5911.621094
	Iteration 3Q: 3 clusters Score -1.784522e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75145 members 
Mstep: Class 2 contains 74885 members 
Entering Unmasked Estep 
Score: -17846142.000000 Penalty: 5911.621094
	Iteration 4Q: 3 clusters Score -1.784614e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75244 members 
Mstep: Class 2 contains 74786 members 
Entering Unmasked Estep 
Score: -17847002.000000 Penalty: 5911.621094
	Iteration 5Q: 3 clusters Score -1.7847e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75278 members 
Mstep: Class 2 contains 74752 members 
Entering Unmasked Estep 
Score: -17848086.000000 Penalty: 5911.621094
	Iteration 6Q: 3 clusters Score -1.784809e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75282 members 
Mstep: Class 2 contains 74748 members 
Entering Unmasked Estep 
Score: -17849154.000000 Penalty: 5911.621094
	Iteration 7Q: 3 clusters Score -1.784915e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75119 members 
Mstep: Class 2 contains 74911 members 
Entering Unmasked Estep 
Score: -17850268.000000 Penalty: 5911.621094
	Iteration 8Q: 3 clusters Score -1.785027e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74793 members 
Mstep: Class 2 contains 75237 members 
Entering Unmasked Estep 
Score: -17851848.000000 Penalty: 5911.621094
	Iteration 9Q: 3 clusters Score -1.785185e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74128 members 
Mstep: Class 2 contains 75902 members 
Entering Unmasked Estep 
Score: -17853784.000000 Penalty: 5911.621094
	Iteration 10Q: 3 clusters Score -1.785378e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73195 members 
Mstep: Class 2 contains 76835 members 
Entering Unmasked Estep 
Score: -17856962.000000 Penalty: 5911.621094
	Iteration 11Q: 3 clusters Score -1.785696e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71706 members 
Mstep: Class 2 contains 78324 members 
Entering Unmasked Estep 
Score: -17861736.000000 Penalty: 5911.621094
	Iteration 12Q: 3 clusters Score -1.786174e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69846 members 
Mstep: Class 2 contains 80184 members 
Entering Unmasked Estep 
Score: -17868118.000000 Penalty: 5911.621094
	Iteration 13F: 3 clusters Score -1.786812e+07 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68200 members 
Mstep: Class 2 contains 81830 members 
Entering Unmasked Estep 
Score: -17874298.000000 Penalty: 5911.621094
	Iteration 14F: 3 clusters Score -1.78743e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66930 members 
Mstep: Class 2 contains 83100 members 
Entering Unmasked Estep 
Score: -17877918.000000 Penalty: 5911.621094
	Iteration 15Q: 3 clusters Score -1.787792e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65947 members 
Mstep: Class 2 contains 84083 members 
Entering Unmasked Estep 
Score: -17879464.000000 Penalty: 5911.621094
	Iteration 16Q: 3 clusters Score -1.787946e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 84884 members 
Entering Unmasked Estep 
Score: -17880362.000000 Penalty: 5911.621094
	Iteration 17Q: 3 clusters Score -1.788036e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64463 members 
Mstep: Class 2 contains 85567 members 
Entering Unmasked Estep 
Score: -17880898.000000 Penalty: 5911.621094
	Iteration 18Q: 3 clusters Score -1.78809e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 86333 members 
Entering Unmasked Estep 
Score: -17881588.000000 Penalty: 5911.621094
	Iteration 19Q: 3 clusters Score -1.788159e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63034 members 
Mstep: Class 2 contains 86996 members 
Entering Unmasked Estep 
Score: -17882150.000000 Penalty: 5911.621094
	Iteration 20F: 3 clusters Score -1.788215e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62293 members 
Mstep: Class 2 contains 87737 members 
Entering Unmasked Estep 
Score: -17882644.000000 Penalty: 5911.621094
	Iteration 21Q: 3 clusters Score -1.788264e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61526 members 
Mstep: Class 2 contains 88504 members 
Entering Unmasked Estep 
Score: -17883046.000000 Penalty: 5911.621094
	Iteration 22Q: 3 clusters Score -1.788305e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60744 members 
Mstep: Class 2 contains 89286 members 
Entering Unmasked Estep 
Score: -17883466.000000 Penalty: 5911.621094
	Iteration 23Q: 3 clusters Score -1.788347e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59963 members 
Mstep: Class 2 contains 90067 members 
Entering Unmasked Estep 
Score: -17883762.000000 Penalty: 5911.621094
	Iteration 24Q: 3 clusters Score -1.788376e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59088 members 
Mstep: Class 2 contains 90942 members 
Entering Unmasked Estep 
Score: -17884134.000000 Penalty: 5911.621094
	Iteration 25Q: 3 clusters Score -1.788413e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58241 members 
Mstep: Class 2 contains 91789 members 
Entering Unmasked Estep 
Score: -17884284.000000 Penalty: 5911.621094
	Iteration 26Q: 3 clusters Score -1.788428e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57342 members 
Mstep: Class 2 contains 92688 members 
Entering Unmasked Estep 
Score: -17884638.000000 Penalty: 5911.621094
	Iteration 27Q: 3 clusters Score -1.788464e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56427 members 
Mstep: Class 2 contains 93603 members 
Entering Unmasked Estep 
Score: -17884966.000000 Penalty: 5911.621094
	Iteration 28Q: 3 clusters Score -1.788497e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55492 members 
Mstep: Class 2 contains 94538 members 
Entering Unmasked Estep 
Score: -17885138.000000 Penalty: 5911.621094
	Iteration 29Q: 3 clusters Score -1.788514e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 95428 members 
Entering Unmasked Estep 
Score: -17885360.000000 Penalty: 5911.621094
	Iteration 30Q: 3 clusters Score -1.788536e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 96320 members 
Entering Unmasked Estep 
Score: -17885506.000000 Penalty: 5911.621094
	Iteration 31Q: 3 clusters Score -1.788551e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52821 members 
Mstep: Class 2 contains 97209 members 
Entering Unmasked Estep 
Score: -17885684.000000 Penalty: 5911.621094
	Iteration 32Q: 3 clusters Score -1.788568e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51944 members 
Mstep: Class 2 contains 98086 members 
Entering Unmasked Estep 
Score: -17885786.000000 Penalty: 5911.621094
	Iteration 33Q: 3 clusters Score -1.788579e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 99013 members 
Entering Unmasked Estep 
Score: -17885974.000000 Penalty: 5911.621094
	Iteration 34Q: 3 clusters Score -1.788597e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 99887 members 
Entering Unmasked Estep 
Score: -17886112.000000 Penalty: 5911.621094
	Iteration 35Q: 3 clusters Score -1.788611e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49249 members 
Mstep: Class 2 contains 100781 members 
Entering Unmasked Estep 
Score: -17886228.000000 Penalty: 5911.621094
	Iteration 36Q: 3 clusters Score -1.788623e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 101686 members 
Entering Unmasked Estep 
Score: -17886404.000000 Penalty: 5911.621094
	Iteration 37Q: 3 clusters Score -1.78864e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 102605 members 
Entering Unmasked Estep 
Score: -17886464.000000 Penalty: 5911.621094
	Iteration 38Q: 3 clusters Score -1.788646e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 103548 members 
Entering Unmasked Estep 
Score: -17886600.000000 Penalty: 5911.621094
	Iteration 39Q: 3 clusters Score -1.78866e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 104521 members 
Entering Unmasked Estep 
Score: -17886798.000000 Penalty: 5911.621094
	Iteration 40F: 3 clusters Score -1.78868e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 105539 members 
Entering Unmasked Estep 
Score: -17886950.000000 Penalty: 5911.621094
	Iteration 41Q: 3 clusters Score -1.788695e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 106514 members 
Entering Unmasked Estep 
Score: -17887088.000000 Penalty: 5911.621094
	Iteration 42Q: 3 clusters Score -1.788709e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 107458 members 
Entering Unmasked Estep 
Score: -17887252.000000 Penalty: 5911.621094
	Iteration 43Q: 3 clusters Score -1.788725e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 108373 members 
Entering Unmasked Estep 
Score: -17887458.000000 Penalty: 5911.621094
	Iteration 44Q: 3 clusters Score -1.788746e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 109292 members 
Entering Unmasked Estep 
Score: -17887530.000000 Penalty: 5911.621094
	Iteration 45Q: 3 clusters Score -1.788753e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 110200 members 
Entering Unmasked Estep 
Score: -17887622.000000 Penalty: 5911.621094
	Iteration 46Q: 3 clusters Score -1.788762e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 111132 members 
Entering Unmasked Estep 
Score: -17887802.000000 Penalty: 5911.621094
	Iteration 47Q: 3 clusters Score -1.78878e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 112062 members 
Entering Unmasked Estep 
Score: -17887942.000000 Penalty: 5911.621094
	Iteration 48Q: 3 clusters Score -1.788794e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 112985 members 
Entering Unmasked Estep 
Score: -17888094.000000 Penalty: 5911.621094
	Iteration 49Q: 3 clusters Score -1.788809e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 113926 members 
Entering Unmasked Estep 
Score: -17888248.000000 Penalty: 5911.621094
	Iteration 50Q: 3 clusters Score -1.788825e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 114900 members 
Entering Unmasked Estep 
Score: -17888328.000000 Penalty: 5911.621094
	Iteration 51Q: 3 clusters Score -1.788833e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 115927 members 
Entering Unmasked Estep 
Score: -17888528.000000 Penalty: 5911.621094
	Iteration 52Q: 3 clusters Score -1.788853e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 116931 members 
Entering Unmasked Estep 
Score: -17888642.000000 Penalty: 5911.621094
	Iteration 53Q: 3 clusters Score -1.788864e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 117901 members 
Entering Unmasked Estep 
Score: -17888758.000000 Penalty: 5911.621094
	Iteration 54Q: 3 clusters Score -1.788876e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 118845 members 
Entering Unmasked Estep 
Score: -17888940.000000 Penalty: 5911.621094
	Iteration 55Q: 3 clusters Score -1.788894e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 119780 members 
Entering Unmasked Estep 
Score: -17889052.000000 Penalty: 5911.621094
	Iteration 56Q: 3 clusters Score -1.788905e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 120723 members 
Entering Unmasked Estep 
Score: -17889192.000000 Penalty: 5911.621094
	Iteration 57Q: 3 clusters Score -1.788919e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 121637 members 
Entering Unmasked Estep 
Score: -17889348.000000 Penalty: 5911.621094
	Iteration 58Q: 3 clusters Score -1.788935e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 122563 members 
Entering Unmasked Estep 
Score: -17889516.000000 Penalty: 5911.621094
	Iteration 59Q: 3 clusters Score -1.788952e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 123480 members 
Entering Unmasked Estep 
Score: -17889566.000000 Penalty: 5911.621094
	Iteration 60F: 3 clusters Score -1.788957e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 124458 members 
Entering Unmasked Estep 
Score: -17889734.000000 Penalty: 5911.621094
	Iteration 61Q: 3 clusters Score -1.788973e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 125456 members 
Entering Unmasked Estep 
Score: -17889922.000000 Penalty: 5911.621094
	Iteration 62Q: 3 clusters Score -1.788992e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 126423 members 
Entering Unmasked Estep 
Score: -17890092.000000 Penalty: 5911.621094
	Iteration 63Q: 3 clusters Score -1.789009e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 127470 members 
Entering Unmasked Estep 
Score: -17890232.000000 Penalty: 5911.621094
	Iteration 64Q: 3 clusters Score -1.789023e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 128538 members 
Entering Unmasked Estep 
Score: -17890522.000000 Penalty: 5911.621094
	Iteration 65Q: 3 clusters Score -1.789052e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 129594 members 
Entering Unmasked Estep 
Score: -17890700.000000 Penalty: 5911.621094
	Iteration 66Q: 3 clusters Score -1.78907e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 130643 members 
Entering Unmasked Estep 
Score: -17890868.000000 Penalty: 5911.621094
	Iteration 67Q: 3 clusters Score -1.789087e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 131733 members 
Entering Unmasked Estep 
Score: -17891230.000000 Penalty: 5911.621094
	Iteration 68Q: 3 clusters Score -1.789123e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 132858 members 
Entering Unmasked Estep 
Score: -17891516.000000 Penalty: 5911.621094
	Iteration 69Q: 3 clusters Score -1.789152e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 134018 members 
Entering Unmasked Estep 
Score: -17891866.000000 Penalty: 5911.621094
	Iteration 70Q: 3 clusters Score -1.789187e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 135224 members 
Entering Unmasked Estep 
Score: -17892198.000000 Penalty: 5911.621094
	Iteration 71Q: 3 clusters Score -1.78922e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 136485 members 
Entering Unmasked Estep 
Score: -17892628.000000 Penalty: 5911.621094
	Iteration 72Q: 3 clusters Score -1.789263e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 137791 members 
Entering Unmasked Estep 
Score: -17893048.000000 Penalty: 5911.621094
	Iteration 73Q: 3 clusters Score -1.789305e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 139040 members 
Entering Unmasked Estep 
Score: -17893530.000000 Penalty: 5911.621094
	Iteration 74Q: 3 clusters Score -1.789353e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 140291 members 
Entering Unmasked Estep 
Score: -17893994.000000 Penalty: 5911.621094
	Iteration 75Q: 3 clusters Score -1.789399e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 141500 members 
Entering Unmasked Estep 
Score: -17894474.000000 Penalty: 5911.621094
	Iteration 76Q: 3 clusters Score -1.789447e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 142630 members 
Entering Unmasked Estep 
Score: -17894962.000000 Penalty: 5911.621094
	Iteration 77Q: 3 clusters Score -1.789496e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 143721 members 
Entering Unmasked Estep 
Score: -17895486.000000 Penalty: 5911.621094
	Iteration 78Q: 3 clusters Score -1.789549e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 144750 members 
Entering Unmasked Estep 
Score: -17895996.000000 Penalty: 5911.621094
	Iteration 79Q: 3 clusters Score -1.7896e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 145597 members 
Entering Unmasked Estep 
Score: -17896364.000000 Penalty: 5911.621094
	Iteration 80F: 3 clusters Score -1.789636e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 146324 members 
Entering Unmasked Estep 
Score: -17896660.000000 Penalty: 5911.621094
	Iteration 81Q: 3 clusters Score -1.789666e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 146881 members 
Entering Unmasked Estep 
Score: -17896818.000000 Penalty: 5911.621094
	Iteration 82Q: 3 clusters Score -1.789682e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 147346 members 
Entering Unmasked Estep 
Score: -17896998.000000 Penalty: 5911.621094
	Iteration 83Q: 3 clusters Score -1.7897e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 147743 members 
Entering Unmasked Estep 
Score: -17897162.000000 Penalty: 5911.621094
	Iteration 84Q: 3 clusters Score -1.789716e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 148045 members 
Entering Unmasked Estep 
Score: -17897334.000000 Penalty: 5911.621094
	Iteration 85Q: 3 clusters Score -1.789733e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 148270 members 
Entering Unmasked Estep 
Score: -17897466.000000 Penalty: 5911.621094
	Iteration 86Q: 3 clusters Score -1.789747e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 148453 members 
Entering Unmasked Estep 
Score: -17897592.000000 Penalty: 5911.621094
	Iteration 87Q: 3 clusters Score -1.789759e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 148603 members 
Entering Unmasked Estep 
Score: -17897664.000000 Penalty: 5911.621094
	Iteration 88Q: 3 clusters Score -1.789766e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 148730 members 
Entering Unmasked Estep 
Score: -17897728.000000 Penalty: 5911.621094
	Iteration 89Q: 3 clusters Score -1.789773e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 148831 members 
Entering Unmasked Estep 
Score: -17897766.000000 Penalty: 5911.621094
	Iteration 90Q: 3 clusters Score -1.789777e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 148900 members 
Entering Unmasked Estep 
Score: -17897820.000000 Penalty: 5911.621094
	Iteration 91Q: 3 clusters Score -1.789782e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 148954 members 
Entering Unmasked Estep 
Score: -17897862.000000 Penalty: 5911.621094
	Iteration 92Q: 3 clusters Score -1.789786e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 148989 members 
Entering Unmasked Estep 
Score: -17897888.000000 Penalty: 5911.621094
	Iteration 93Q: 3 clusters Score -1.789789e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 149022 members 
Entering Unmasked Estep 
Score: -17897904.000000 Penalty: 5911.621094
	Iteration 94Q: 3 clusters Score -1.78979e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 149044 members 
Entering Unmasked Estep 
Score: -17897924.000000 Penalty: 5911.621094
	Iteration 95Q: 3 clusters Score -1.789792e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 149068 members 
Entering Unmasked Estep 
Score: -17897938.000000 Penalty: 5911.621094
	Iteration 96Q: 3 clusters Score -1.789794e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 149088 members 
Entering Unmasked Estep 
Score: -17897952.000000 Penalty: 5911.621094
	Iteration 97Q: 3 clusters Score -1.789795e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 149101 members 
Entering Unmasked Estep 
Score: -17897952.000000 Penalty: 5911.621094
	Iteration 98Q: 3 clusters Score -1.789795e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 149112 members 
Entering Unmasked Estep 
Score: -17897950.000000 Penalty: 5911.621094
	Iteration 99Q: 3 clusters Score -1.789795e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 149127 members 
Entering Unmasked Estep 
Score: -17897968.000000 Penalty: 5911.621094
	Iteration 100F: 3 clusters Score -1.789797e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 149145 members 
Entering Unmasked Estep 
Score: -17897978.000000 Penalty: 5911.621094
	Iteration 101Q: 3 clusters Score -1.789798e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 149165 members 
Entering Unmasked Estep 
Score: -17898004.000000 Penalty: 5911.621094
	Iteration 102Q: 3 clusters Score -1.7898e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 149177 members 
Entering Unmasked Estep 
Score: -17898020.000000 Penalty: 5911.621094
	Iteration 103Q: 3 clusters Score -1.789802e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 149188 members 
Entering Unmasked Estep 
Score: -17898024.000000 Penalty: 5911.621094
	Iteration 104Q: 3 clusters Score -1.789802e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 149197 members 
Entering Unmasked Estep 
Score: -17898034.000000 Penalty: 5911.621094
	Iteration 105Q: 3 clusters Score -1.789803e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 149204 members 
Entering Unmasked Estep 
Score: -17898024.000000 Penalty: 5911.621094
	Iteration 106Q: 3 clusters Score -1.789802e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 149217 members 
Entering Unmasked Estep 
Score: -17898042.000000 Penalty: 5911.621094
	Iteration 107Q: 3 clusters Score -1.789804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 149226 members 
Entering Unmasked Estep 
Score: -17898042.000000 Penalty: 5911.621094
	Iteration 108Q: 3 clusters Score -1.789804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 149237 members 
Entering Unmasked Estep 
Score: -17898046.000000 Penalty: 5911.621094
	Iteration 109Q: 3 clusters Score -1.789805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 149244 members 
Entering Unmasked Estep 
Score: -17898072.000000 Penalty: 5911.621094
	Iteration 110Q: 3 clusters Score -1.789807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 149249 members 
Entering Unmasked Estep 
Score: -17898070.000000 Penalty: 5911.621094
	Iteration 111Q: 3 clusters Score -1.789807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 149250 members 
Entering Unmasked Estep 
Score: -17898072.000000 Penalty: 5911.621094
	Iteration 112Q: 3 clusters Score -1.789807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 149251 members 
Entering Unmasked Estep 
Score: -17898068.000000 Penalty: 5911.621094
	Iteration 113Q: 3 clusters Score -1.789807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 149252 members 
Entering Unmasked Estep 
Score: -17898070.000000 Penalty: 5911.621094
	Iteration 114Q: 3 clusters Score -1.789807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 149252 members 
Entering Unmasked Estep 
Score: -17898070.000000 Penalty: 5911.621094
	Iteration 115F: 3 clusters Score -1.789807e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Entering Unmasked Estep 
Score: -4634338.000000 Penalty: 2625.416504
	Iteration 0F: 2 clusters Score -4634338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -4607302.000000 Penalty: 5250.833008
	Iteration 0F: 3 clusters Score -4607302 nChanged 18141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -4617394.000000 Penalty: 5250.833008
	Iteration 1F: 3 clusters Score -4617394 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -4617832.000000 Penalty: 5250.833008
	Iteration 2Q: 3 clusters Score -4617832 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -4618222.500000 Penalty: 5250.833008
	Iteration 3Q: 3 clusters Score -4618222 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -4618553.000000 Penalty: 5250.833008
	Iteration 4Q: 3 clusters Score -4618553 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -4618818.000000 Penalty: 5250.833008
	Iteration 5Q: 3 clusters Score -4618818 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -4619111.500000 Penalty: 5250.833008
	Iteration 6Q: 3 clusters Score -4619112 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -4619463.000000 Penalty: 5250.833008
	Iteration 7Q: 3 clusters Score -4619463 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -4619872.000000 Penalty: 5250.833008
	Iteration 8Q: 3 clusters Score -4619872 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -4620368.000000 Penalty: 5250.833008
	Iteration 9Q: 3 clusters Score -4620368 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -4621034.500000 Penalty: 5250.833008
	Iteration 10Q: 3 clusters Score -4621034 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -4621806.500000 Penalty: 5250.833008
	Iteration 11Q: 3 clusters Score -4621806 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -4622778.500000 Penalty: 5250.833008
	Iteration 12Q: 3 clusters Score -4622778 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -4623894.500000 Penalty: 5250.833008
	Iteration 13Q: 3 clusters Score -4623894 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -4624962.500000 Penalty: 5250.833008
	Iteration 14Q: 3 clusters Score -4624962 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -4625898.000000 Penalty: 5250.833008
	Iteration 15Q: 3 clusters Score -4625898 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -4626422.000000 Penalty: 5250.833008
	Iteration 16Q: 3 clusters Score -4626422 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -4626807.500000 Penalty: 5250.833008
	Iteration 17Q: 3 clusters Score -4626808 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -4627126.500000 Penalty: 5250.833008
	Iteration 18Q: 3 clusters Score -4627126 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -4627419.500000 Penalty: 5250.833008
	Iteration 19Q: 3 clusters Score -4627420 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -4627740.500000 Penalty: 5250.833008
	Iteration 20F: 3 clusters Score -4627740 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -4628049.000000 Penalty: 5250.833008
	Iteration 21Q: 3 clusters Score -4628049 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -4628384.000000 Penalty: 5250.833008
	Iteration 22Q: 3 clusters Score -4628384 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -4628779.000000 Penalty: 5250.833008
	Iteration 23Q: 3 clusters Score -4628779 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -4629183.500000 Penalty: 5250.833008
	Iteration 24Q: 3 clusters Score -4629184 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -4629585.500000 Penalty: 5250.833008
	Iteration 25Q: 3 clusters Score -4629586 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -4630014.000000 Penalty: 5250.833008
	Iteration 26Q: 3 clusters Score -4630014 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -4630413.000000 Penalty: 5250.833008
	Iteration 27Q: 3 clusters Score -4630413 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -4630766.500000 Penalty: 5250.833008
	Iteration 28Q: 3 clusters Score -4630766 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -4631092.000000 Penalty: 5250.833008
	Iteration 29Q: 3 clusters Score -4631092 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -4631318.500000 Penalty: 5250.833008
	Iteration 30Q: 3 clusters Score -4631318 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -4631499.000000 Penalty: 5250.833008
	Iteration 31Q: 3 clusters Score -4631499 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -4631611.000000 Penalty: 5250.833008
	Iteration 32Q: 3 clusters Score -4631611 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -4631720.500000 Penalty: 5250.833008
	Iteration 33Q: 3 clusters Score -4631720 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -4631812.500000 Penalty: 5250.833008
	Iteration 34Q: 3 clusters Score -4631812 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -4631875.000000 Penalty: 5250.833008
	Iteration 35Q: 3 clusters Score -4631875 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -4631916.500000 Penalty: 5250.833008
	Iteration 36Q: 3 clusters Score -4631916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -4631938.500000 Penalty: 5250.833008
	Iteration 37Q: 3 clusters Score -4631938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -4631957.500000 Penalty: 5250.833008
	Iteration 38Q: 3 clusters Score -4631958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -4631982.000000 Penalty: 5250.833008
	Iteration 39Q: 3 clusters Score -4631982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -4631993.000000 Penalty: 5250.833008
	Iteration 40F: 3 clusters Score -4631993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -4632000.500000 Penalty: 5250.833008
	Iteration 41Q: 3 clusters Score -4632000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -4632014.500000 Penalty: 5250.833008
	Iteration 42Q: 3 clusters Score -4632014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -4632023.000000 Penalty: 5250.833008
	Iteration 43Q: 3 clusters Score -4632023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -4632030.000000 Penalty: 5250.833008
	Iteration 44Q: 3 clusters Score -4632030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -4632048.000000 Penalty: 5250.833008
	Iteration 45Q: 3 clusters Score -4632048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -4632058.000000 Penalty: 5250.833008
	Iteration 46Q: 3 clusters Score -4632058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -4632064.000000 Penalty: 5250.833008
	Iteration 47Q: 3 clusters Score -4632064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -4632065.500000 Penalty: 5250.833008
	Iteration 48Q: 3 clusters Score -4632066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -4632064.000000 Penalty: 5250.833008
	Iteration 49Q: 3 clusters Score -4632064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -4632064.000000 Penalty: 5250.833008
	Iteration 50F: 3 clusters Score -4632064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Entering Unmasked Estep 
Score: -210713.703125 Penalty: 1862.179199
	Iteration 0F: 2 clusters Score -210713.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -208181.187500 Penalty: 3724.358398
	Iteration 0F: 3 clusters Score -208181.2 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -208640.187500 Penalty: 3724.358398
	Iteration 1F: 3 clusters Score -208640.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -208751.484375 Penalty: 3724.358398
	Iteration 2F: 3 clusters Score -208751.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -208811.859375 Penalty: 3724.358398
	Iteration 3Q: 3 clusters Score -208811.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -208853.406250 Penalty: 3724.358398
	Iteration 4Q: 3 clusters Score -208853.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -208873.984375 Penalty: 3724.358398
	Iteration 5Q: 3 clusters Score -208874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -208886.140625 Penalty: 3724.358398
	Iteration 6Q: 3 clusters Score -208886.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -208899.812500 Penalty: 3724.358398
	Iteration 7Q: 3 clusters Score -208899.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -208907.515625 Penalty: 3724.358398
	Iteration 8Q: 3 clusters Score -208907.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -208912.218750 Penalty: 3724.358398
	Iteration 9Q: 3 clusters Score -208912.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -208914.343750 Penalty: 3724.358398
	Iteration 10Q: 3 clusters Score -208914.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -208915.031250 Penalty: 3724.358398
	Iteration 11Q: 3 clusters Score -208915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -208917.218750 Penalty: 3724.358398
	Iteration 12Q: 3 clusters Score -208917.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -208917.828125 Penalty: 3724.358398
	Iteration 13Q: 3 clusters Score -208917.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -208918.484375 Penalty: 3724.358398
	Iteration 14Q: 3 clusters Score -208918.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -208918.906250 Penalty: 3724.358398
	Iteration 15Q: 3 clusters Score -208918.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -208918.906250 Penalty: 3724.358398
	Iteration 16F: 3 clusters Score -208918.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Entering Unmasked Estep 
Score: -599845.500000 Penalty: 2123.749023
	Iteration 0F: 2 clusters Score -599845.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -595128.687500 Penalty: 4247.498047
	Iteration 0F: 3 clusters Score -595128.7 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -596272.687500 Penalty: 4247.498047
	Iteration 1F: 3 clusters Score -596272.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -596483.125000 Penalty: 4247.498047
	Iteration 2F: 3 clusters Score -596483.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -596598.625000 Penalty: 4247.498047
	Iteration 3Q: 3 clusters Score -596598.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -596675.125000 Penalty: 4247.498047
	Iteration 4Q: 3 clusters Score -596675.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -596751.812500 Penalty: 4247.498047
	Iteration 5Q: 3 clusters Score -596751.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -596845.000000 Penalty: 4247.498047
	Iteration 6Q: 3 clusters Score -596845 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -596978.562500 Penalty: 4247.498047
	Iteration 7Q: 3 clusters Score -596978.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -597146.625000 Penalty: 4247.498047
	Iteration 8Q: 3 clusters Score -597146.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -597291.000000 Penalty: 4247.498047
	Iteration 9Q: 3 clusters Score -597291 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -597397.187500 Penalty: 4247.498047
	Iteration 10Q: 3 clusters Score -597397.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -597500.000000 Penalty: 4247.498047
	Iteration 11Q: 3 clusters Score -597500 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -597595.375000 Penalty: 4247.498047
	Iteration 12Q: 3 clusters Score -597595.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -597686.125000 Penalty: 4247.498047
	Iteration 13Q: 3 clusters Score -597686.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -597753.187500 Penalty: 4247.498047
	Iteration 14Q: 3 clusters Score -597753.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -597802.125000 Penalty: 4247.498047
	Iteration 15Q: 3 clusters Score -597802.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -597839.437500 Penalty: 4247.498047
	Iteration 16Q: 3 clusters Score -597839.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -597867.687500 Penalty: 4247.498047
	Iteration 17Q: 3 clusters Score -597867.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -597898.562500 Penalty: 4247.498047
	Iteration 18Q: 3 clusters Score -597898.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -597925.937500 Penalty: 4247.498047
	Iteration 19Q: 3 clusters Score -597925.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -597957.937500 Penalty: 4247.498047
	Iteration 20F: 3 clusters Score -597957.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -597989.750000 Penalty: 4247.498047
	Iteration 21Q: 3 clusters Score -597989.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -598016.062500 Penalty: 4247.498047
	Iteration 22Q: 3 clusters Score -598016.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -598038.562500 Penalty: 4247.498047
	Iteration 23Q: 3 clusters Score -598038.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -598060.187500 Penalty: 4247.498047
	Iteration 24Q: 3 clusters Score -598060.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -598086.562500 Penalty: 4247.498047
	Iteration 25Q: 3 clusters Score -598086.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -598114.062500 Penalty: 4247.498047
	Iteration 26Q: 3 clusters Score -598114.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -598147.750000 Penalty: 4247.498047
	Iteration 27Q: 3 clusters Score -598147.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -598169.562500 Penalty: 4247.498047
	Iteration 28Q: 3 clusters Score -598169.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -598188.625000 Penalty: 4247.498047
	Iteration 29Q: 3 clusters Score -598188.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -598209.625000 Penalty: 4247.498047
	Iteration 30Q: 3 clusters Score -598209.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -598234.875000 Penalty: 4247.498047
	Iteration 31Q: 3 clusters Score -598234.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -598262.625000 Penalty: 4247.498047
	Iteration 32Q: 3 clusters Score -598262.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -598289.937500 Penalty: 4247.498047
	Iteration 33Q: 3 clusters Score -598289.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -598309.437500 Penalty: 4247.498047
	Iteration 34Q: 3 clusters Score -598309.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -598325.437500 Penalty: 4247.498047
	Iteration 35Q: 3 clusters Score -598325.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -598340.000000 Penalty: 4247.498047
	Iteration 36Q: 3 clusters Score -598340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -598355.625000 Penalty: 4247.498047
	Iteration 37Q: 3 clusters Score -598355.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -598369.375000 Penalty: 4247.498047
	Iteration 38Q: 3 clusters Score -598369.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -598382.687500 Penalty: 4247.498047
	Iteration 39Q: 3 clusters Score -598382.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -598397.687500 Penalty: 4247.498047
	Iteration 40F: 3 clusters Score -598397.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -598406.687500 Penalty: 4247.498047
	Iteration 41Q: 3 clusters Score -598406.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -598417.562500 Penalty: 4247.498047
	Iteration 42Q: 3 clusters Score -598417.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -598424.125000 Penalty: 4247.498047
	Iteration 43Q: 3 clusters Score -598424.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -598434.875000 Penalty: 4247.498047
	Iteration 44Q: 3 clusters Score -598434.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -598446.062500 Penalty: 4247.498047
	Iteration 45Q: 3 clusters Score -598446.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -598463.437500 Penalty: 4247.498047
	Iteration 46Q: 3 clusters Score -598463.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -598479.312500 Penalty: 4247.498047
	Iteration 47Q: 3 clusters Score -598479.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -598491.750000 Penalty: 4247.498047
	Iteration 48Q: 3 clusters Score -598491.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -598508.500000 Penalty: 4247.498047
	Iteration 49Q: 3 clusters Score -598508.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -598525.062500 Penalty: 4247.498047
	Iteration 50Q: 3 clusters Score -598525.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -598540.375000 Penalty: 4247.498047
	Iteration 51Q: 3 clusters Score -598540.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -598552.375000 Penalty: 4247.498047
	Iteration 52Q: 3 clusters Score -598552.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -598562.250000 Penalty: 4247.498047
	Iteration 53Q: 3 clusters Score -598562.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -598568.875000 Penalty: 4247.498047
	Iteration 54Q: 3 clusters Score -598568.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -598577.125000 Penalty: 4247.498047
	Iteration 55Q: 3 clusters Score -598577.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -598586.562500 Penalty: 4247.498047
	Iteration 56Q: 3 clusters Score -598586.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -598597.562500 Penalty: 4247.498047
	Iteration 57Q: 3 clusters Score -598597.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -598606.812500 Penalty: 4247.498047
	Iteration 58Q: 3 clusters Score -598606.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -598613.375000 Penalty: 4247.498047
	Iteration 59Q: 3 clusters Score -598613.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -598619.187500 Penalty: 4247.498047
	Iteration 60F: 3 clusters Score -598619.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -598625.687500 Penalty: 4247.498047
	Iteration 61Q: 3 clusters Score -598625.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -598634.625000 Penalty: 4247.498047
	Iteration 62Q: 3 clusters Score -598634.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -598642.875000 Penalty: 4247.498047
	Iteration 63Q: 3 clusters Score -598642.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -598647.875000 Penalty: 4247.498047
	Iteration 64Q: 3 clusters Score -598647.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -598650.500000 Penalty: 4247.498047
	Iteration 65Q: 3 clusters Score -598650.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -598653.500000 Penalty: 4247.498047
	Iteration 66Q: 3 clusters Score -598653.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -598656.187500 Penalty: 4247.498047
	Iteration 67Q: 3 clusters Score -598656.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -598657.812500 Penalty: 4247.498047
	Iteration 68Q: 3 clusters Score -598657.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -598660.250000 Penalty: 4247.498047
	Iteration 69Q: 3 clusters Score -598660.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -598663.062500 Penalty: 4247.498047
	Iteration 70Q: 3 clusters Score -598663.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -598665.750000 Penalty: 4247.498047
	Iteration 71Q: 3 clusters Score -598665.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -598669.312500 Penalty: 4247.498047
	Iteration 72Q: 3 clusters Score -598669.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -598669.687500 Penalty: 4247.498047
	Iteration 73Q: 3 clusters Score -598669.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -598671.937500 Penalty: 4247.498047
	Iteration 74Q: 3 clusters Score -598671.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -598673.062500 Penalty: 4247.498047
	Iteration 75Q: 3 clusters Score -598673.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -598672.812500 Penalty: 4247.498047
	Iteration 76Q: 3 clusters Score -598672.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -598674.000000 Penalty: 4247.498047
	Iteration 77Q: 3 clusters Score -598674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -598675.500000 Penalty: 4247.498047
	Iteration 78Q: 3 clusters Score -598675.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -598677.062500 Penalty: 4247.498047
	Iteration 79Q: 3 clusters Score -598677.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -598680.375000 Penalty: 4247.498047
	Iteration 80F: 3 clusters Score -598680.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -598681.000000 Penalty: 4247.498047
	Iteration 81Q: 3 clusters Score -598681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -598683.937500 Penalty: 4247.498047
	Iteration 82Q: 3 clusters Score -598683.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -598684.687500 Penalty: 4247.498047
	Iteration 83Q: 3 clusters Score -598684.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -598684.250000 Penalty: 4247.498047
	Iteration 84Q: 3 clusters Score -598684.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -598685.125000 Penalty: 4247.498047
	Iteration 85Q: 3 clusters Score -598685.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -598685.937500 Penalty: 4247.498047
	Iteration 86Q: 3 clusters Score -598685.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -598687.125000 Penalty: 4247.498047
	Iteration 87Q: 3 clusters Score -598687.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -598687.375000 Penalty: 4247.498047
	Iteration 88Q: 3 clusters Score -598687.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -598687.812500 Penalty: 4247.498047
	Iteration 89Q: 3 clusters Score -598687.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -598688.312500 Penalty: 4247.498047
	Iteration 90Q: 3 clusters Score -598688.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -598688.562500 Penalty: 4247.498047
	Iteration 91Q: 3 clusters Score -598688.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -598689.437500 Penalty: 4247.498047
	Iteration 92Q: 3 clusters Score -598689.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -598689.875000 Penalty: 4247.498047
	Iteration 93Q: 3 clusters Score -598689.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -598690.375000 Penalty: 4247.498047
	Iteration 94Q: 3 clusters Score -598690.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -598690.375000 Penalty: 4247.498047
	Iteration 95F: 3 clusters Score -598690.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (58077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Entering Unmasked Estep 
Score: -6978468.000000 Penalty: 2720.442383
	Iteration 0F: 2 clusters Score -6978468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -6939438.000000 Penalty: 5440.884766
	Iteration 0F: 3 clusters Score -6939438 nChanged 26928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -6954670.000000 Penalty: 5440.884766
	Iteration 1F: 3 clusters Score -6954670 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -6955377.500000 Penalty: 5440.884766
	Iteration 2Q: 3 clusters Score -6955378 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -6956353.000000 Penalty: 5440.884766
	Iteration 3Q: 3 clusters Score -6956353 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -6957833.000000 Penalty: 5440.884766
	Iteration 4F: 3 clusters Score -6957833 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -6959960.000000 Penalty: 5440.884766
	Iteration 5F: 3 clusters Score -6959960 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -6962845.500000 Penalty: 5440.884766
	Iteration 6F: 3 clusters Score -6962846 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -6966281.000000 Penalty: 5440.884766
	Iteration 7F: 3 clusters Score -6966281 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -6969630.500000 Penalty: 5440.884766
	Iteration 8F: 3 clusters Score -6969630 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51824 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -6972284.000000 Penalty: 5440.884766
	Iteration 9Q: 3 clusters Score -6972284 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53515 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -6974010.500000 Penalty: 5440.884766
	Iteration 10Q: 3 clusters Score -6974010 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -6975010.500000 Penalty: 5440.884766
	Iteration 11Q: 3 clusters Score -6975010 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55135 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -6975529.500000 Penalty: 5440.884766
	Iteration 12Q: 3 clusters Score -6975530 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -6975818.000000 Penalty: 5440.884766
	Iteration 13Q: 3 clusters Score -6975818 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55776 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -6975947.000000 Penalty: 5440.884766
	Iteration 14Q: 3 clusters Score -6975947 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55984 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -6976047.000000 Penalty: 5440.884766
	Iteration 15Q: 3 clusters Score -6976047 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56159 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6976133.000000 Penalty: 5440.884766
	Iteration 16Q: 3 clusters Score -6976133 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56280 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -6976177.500000 Penalty: 5440.884766
	Iteration 17Q: 3 clusters Score -6976178 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56376 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -6976230.000000 Penalty: 5440.884766
	Iteration 18Q: 3 clusters Score -6976230 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -6976251.500000 Penalty: 5440.884766
	Iteration 19Q: 3 clusters Score -6976252 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56527 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -6976295.000000 Penalty: 5440.884766
	Iteration 20F: 3 clusters Score -6976295 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -6976309.000000 Penalty: 5440.884766
	Iteration 21Q: 3 clusters Score -6976309 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56634 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -6976328.000000 Penalty: 5440.884766
	Iteration 22Q: 3 clusters Score -6976328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56662 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -6976343.000000 Penalty: 5440.884766
	Iteration 23Q: 3 clusters Score -6976343 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56702 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -6976378.000000 Penalty: 5440.884766
	Iteration 24Q: 3 clusters Score -6976378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56738 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -6976399.000000 Penalty: 5440.884766
	Iteration 25Q: 3 clusters Score -6976399 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56777 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -6976408.000000 Penalty: 5440.884766
	Iteration 26Q: 3 clusters Score -6976408 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56815 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6976419.000000 Penalty: 5440.884766
	Iteration 27Q: 3 clusters Score -6976419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56853 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -6976435.000000 Penalty: 5440.884766
	Iteration 28Q: 3 clusters Score -6976435 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56892 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6976438.500000 Penalty: 5440.884766
	Iteration 29Q: 3 clusters Score -6976438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56922 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6976445.000000 Penalty: 5440.884766
	Iteration 30Q: 3 clusters Score -6976445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56933 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6976446.500000 Penalty: 5440.884766
	Iteration 31Q: 3 clusters Score -6976446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56948 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6976446.000000 Penalty: 5440.884766
	Iteration 32Q: 3 clusters Score -6976446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6976459.500000 Penalty: 5440.884766
	Iteration 33Q: 3 clusters Score -6976460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56963 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6976459.000000 Penalty: 5440.884766
	Iteration 34Q: 3 clusters Score -6976459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6976462.500000 Penalty: 5440.884766
	Iteration 35Q: 3 clusters Score -6976462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56973 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6976463.500000 Penalty: 5440.884766
	Iteration 36Q: 3 clusters Score -6976464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56977 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6976465.000000 Penalty: 5440.884766
	Iteration 37Q: 3 clusters Score -6976465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56977 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6976465.000000 Penalty: 5440.884766
	Iteration 38F: 3 clusters Score -6976465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Entering Unmasked Estep 
Score: -5459844.000000 Penalty: 2658.231445
	Iteration 0F: 2 clusters Score -5459844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -5429411.500000 Penalty: 5316.462891
	Iteration 0F: 3 clusters Score -5429412 nChanged 20723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -5441326.000000 Penalty: 5316.462891
	Iteration 1F: 3 clusters Score -5441326 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -5442637.500000 Penalty: 5316.462891
	Iteration 2F: 3 clusters Score -5442638 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -5444567.500000 Penalty: 5316.462891
	Iteration 3F: 3 clusters Score -5444568 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -5447453.000000 Penalty: 5316.462891
	Iteration 4F: 3 clusters Score -5447453 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -5451152.500000 Penalty: 5316.462891
	Iteration 5F: 3 clusters Score -5451152 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -5454232.500000 Penalty: 5316.462891
	Iteration 6F: 3 clusters Score -5454232 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5456099.500000 Penalty: 5316.462891
	Iteration 7Q: 3 clusters Score -5456100 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5456937.500000 Penalty: 5316.462891
	Iteration 8Q: 3 clusters Score -5456938 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5457280.500000 Penalty: 5316.462891
	Iteration 9Q: 3 clusters Score -5457280 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5457443.000000 Penalty: 5316.462891
	Iteration 10Q: 3 clusters Score -5457443 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5457525.000000 Penalty: 5316.462891
	Iteration 11Q: 3 clusters Score -5457525 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5457571.500000 Penalty: 5316.462891
	Iteration 12Q: 3 clusters Score -5457572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5457598.000000 Penalty: 5316.462891
	Iteration 13Q: 3 clusters Score -5457598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5457630.000000 Penalty: 5316.462891
	Iteration 14Q: 3 clusters Score -5457630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5457673.500000 Penalty: 5316.462891
	Iteration 15Q: 3 clusters Score -5457674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5457688.000000 Penalty: 5316.462891
	Iteration 16Q: 3 clusters Score -5457688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5457697.500000 Penalty: 5316.462891
	Iteration 17Q: 3 clusters Score -5457698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5457698.500000 Penalty: 5316.462891
	Iteration 18Q: 3 clusters Score -5457698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5457702.500000 Penalty: 5316.462891
	Iteration 19Q: 3 clusters Score -5457702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5457696.000000 Penalty: 5316.462891
	Iteration 20F: 3 clusters Score -5457696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Entering Unmasked Estep 
Score: -3168486.250000 Penalty: 2526.154541
	Iteration 0F: 2 clusters Score -3168486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -3150161.000000 Penalty: 5052.309082
	Iteration 0F: 3 clusters Score -3150161 nChanged 11882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -3156547.000000 Penalty: 5052.309082
	Iteration 1F: 3 clusters Score -3156547 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -3156975.500000 Penalty: 5052.309082
	Iteration 2Q: 3 clusters Score -3156976 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -3157330.500000 Penalty: 5052.309082
	Iteration 3Q: 3 clusters Score -3157330 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -3157708.500000 Penalty: 5052.309082
	Iteration 4Q: 3 clusters Score -3157708 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -3158146.000000 Penalty: 5052.309082
	Iteration 5Q: 3 clusters Score -3158146 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -3158750.250000 Penalty: 5052.309082
	Iteration 6Q: 3 clusters Score -3158750 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -3159447.500000 Penalty: 5052.309082
	Iteration 7F: 3 clusters Score -3159448 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -3160250.250000 Penalty: 5052.309082
	Iteration 8F: 3 clusters Score -3160250 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -3161101.750000 Penalty: 5052.309082
	Iteration 9F: 3 clusters Score -3161102 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -3161981.750000 Penalty: 5052.309082
	Iteration 10F: 3 clusters Score -3161982 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -3162888.250000 Penalty: 5052.309082
	Iteration 11F: 3 clusters Score -3162888 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -3163809.000000 Penalty: 5052.309082
	Iteration 12Q: 3 clusters Score -3163809 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -3164647.750000 Penalty: 5052.309082
	Iteration 13Q: 3 clusters Score -3164648 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -3165244.750000 Penalty: 5052.309082
	Iteration 14Q: 3 clusters Score -3165245 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -3165590.750000 Penalty: 5052.309082
	Iteration 15Q: 3 clusters Score -3165591 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3165817.500000 Penalty: 5052.309082
	Iteration 16Q: 3 clusters Score -3165818 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -3165958.750000 Penalty: 5052.309082
	Iteration 17Q: 3 clusters Score -3165959 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -3166073.750000 Penalty: 5052.309082
	Iteration 18Q: 3 clusters Score -3166074 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3166168.500000 Penalty: 5052.309082
	Iteration 19Q: 3 clusters Score -3166168 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -3166252.000000 Penalty: 5052.309082
	Iteration 20F: 3 clusters Score -3166252 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3166331.750000 Penalty: 5052.309082
	Iteration 21Q: 3 clusters Score -3166332 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3166399.000000 Penalty: 5052.309082
	Iteration 22Q: 3 clusters Score -3166399 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3166460.500000 Penalty: 5052.309082
	Iteration 23Q: 3 clusters Score -3166460 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3166511.250000 Penalty: 5052.309082
	Iteration 24Q: 3 clusters Score -3166511 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3166556.500000 Penalty: 5052.309082
	Iteration 25Q: 3 clusters Score -3166556 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3166606.000000 Penalty: 5052.309082
	Iteration 26Q: 3 clusters Score -3166606 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3166635.250000 Penalty: 5052.309082
	Iteration 27Q: 3 clusters Score -3166635 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3166673.000000 Penalty: 5052.309082
	Iteration 28Q: 3 clusters Score -3166673 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3166695.750000 Penalty: 5052.309082
	Iteration 29Q: 3 clusters Score -3166696 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3166712.000000 Penalty: 5052.309082
	Iteration 30Q: 3 clusters Score -3166712 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3166737.000000 Penalty: 5052.309082
	Iteration 31Q: 3 clusters Score -3166737 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3166763.500000 Penalty: 5052.309082
	Iteration 32Q: 3 clusters Score -3166764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3166778.500000 Penalty: 5052.309082
	Iteration 33Q: 3 clusters Score -3166778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3166783.750000 Penalty: 5052.309082
	Iteration 34Q: 3 clusters Score -3166784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3166800.250000 Penalty: 5052.309082
	Iteration 35Q: 3 clusters Score -3166800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3166815.500000 Penalty: 5052.309082
	Iteration 36Q: 3 clusters Score -3166816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3166822.000000 Penalty: 5052.309082
	Iteration 37Q: 3 clusters Score -3166822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3166826.250000 Penalty: 5052.309082
	Iteration 38Q: 3 clusters Score -3166826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3166832.750000 Penalty: 5052.309082
	Iteration 39Q: 3 clusters Score -3166833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3166832.750000 Penalty: 5052.309082
	Iteration 40F: 3 clusters Score -3166833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3166839.750000 Penalty: 5052.309082
	Iteration 41Q: 3 clusters Score -3166840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3166835.000000 Penalty: 5052.309082
	Iteration 42Q: 3 clusters Score -3166835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3166835.750000 Penalty: 5052.309082
	Iteration 43Q: 3 clusters Score -3166836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3166839.750000 Penalty: 5052.309082
	Iteration 44Q: 3 clusters Score -3166840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3166845.750000 Penalty: 5052.309082
	Iteration 45Q: 3 clusters Score -3166846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3166845.750000 Penalty: 5052.309082
	Iteration 46Q: 3 clusters Score -3166846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3166852.750000 Penalty: 5052.309082
	Iteration 47Q: 3 clusters Score -3166853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3166859.250000 Penalty: 5052.309082
	Iteration 48Q: 3 clusters Score -3166859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3166859.500000 Penalty: 5052.309082
	Iteration 49Q: 3 clusters Score -3166860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3166856.750000 Penalty: 5052.309082
	Iteration 50Q: 3 clusters Score -3166857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3166859.750000 Penalty: 5052.309082
	Iteration 51Q: 3 clusters Score -3166860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3166861.250000 Penalty: 5052.309082
	Iteration 52Q: 3 clusters Score -3166861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3166860.250000 Penalty: 5052.309082
	Iteration 53Q: 3 clusters Score -3166860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3166859.750000 Penalty: 5052.309082
	Iteration 54Q: 3 clusters Score -3166860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3166862.000000 Penalty: 5052.309082
	Iteration 55Q: 3 clusters Score -3166862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3166862.750000 Penalty: 5052.309082
	Iteration 56Q: 3 clusters Score -3166863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3166863.500000 Penalty: 5052.309082
	Iteration 57Q: 3 clusters Score -3166864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3166863.500000 Penalty: 5052.309082
	Iteration 58F: 3 clusters Score -3166864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Entering Unmasked Estep 
Score: -1835887.375000 Penalty: 2389.192627
	Iteration 0F: 2 clusters Score -1835887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1824868.500000 Penalty: 4778.385254
	Iteration 0F: 3 clusters Score -1824868 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1828430.375000 Penalty: 4778.385254
	Iteration 1F: 3 clusters Score -1828430 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1828844.875000 Penalty: 4778.385254
	Iteration 2F: 3 clusters Score -1828845 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1829236.500000 Penalty: 4778.385254
	Iteration 3F: 3 clusters Score -1829236 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1829673.250000 Penalty: 4778.385254
	Iteration 4F: 3 clusters Score -1829673 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1830135.125000 Penalty: 4778.385254
	Iteration 5F: 3 clusters Score -1830135 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1830663.500000 Penalty: 4778.385254
	Iteration 6F: 3 clusters Score -1830664 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1831253.500000 Penalty: 4778.385254
	Iteration 7F: 3 clusters Score -1831254 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1831845.375000 Penalty: 4778.385254
	Iteration 8Q: 3 clusters Score -1831845 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1832485.250000 Penalty: 4778.385254
	Iteration 9Q: 3 clusters Score -1832485 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1833026.625000 Penalty: 4778.385254
	Iteration 10Q: 3 clusters Score -1833027 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1833380.500000 Penalty: 4778.385254
	Iteration 11Q: 3 clusters Score -1833380 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1833570.125000 Penalty: 4778.385254
	Iteration 12Q: 3 clusters Score -1833570 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1833693.375000 Penalty: 4778.385254
	Iteration 13Q: 3 clusters Score -1833693 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1833773.750000 Penalty: 4778.385254
	Iteration 14Q: 3 clusters Score -1833774 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1833829.500000 Penalty: 4778.385254
	Iteration 15Q: 3 clusters Score -1833830 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1833867.625000 Penalty: 4778.385254
	Iteration 16Q: 3 clusters Score -1833868 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1833912.750000 Penalty: 4778.385254
	Iteration 17Q: 3 clusters Score -1833913 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1833943.000000 Penalty: 4778.385254
	Iteration 18Q: 3 clusters Score -1833943 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1833959.375000 Penalty: 4778.385254
	Iteration 19Q: 3 clusters Score -1833959 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1833972.125000 Penalty: 4778.385254
	Iteration 20F: 3 clusters Score -1833972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1833991.875000 Penalty: 4778.385254
	Iteration 21Q: 3 clusters Score -1833992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1834010.500000 Penalty: 4778.385254
	Iteration 22Q: 3 clusters Score -1834010 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1834025.750000 Penalty: 4778.385254
	Iteration 23Q: 3 clusters Score -1834026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1834029.125000 Penalty: 4778.385254
	Iteration 24Q: 3 clusters Score -1834029 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1834040.000000 Penalty: 4778.385254
	Iteration 25Q: 3 clusters Score -1834040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1834049.750000 Penalty: 4778.385254
	Iteration 26Q: 3 clusters Score -1834050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1834051.375000 Penalty: 4778.385254
	Iteration 27Q: 3 clusters Score -1834051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1834053.375000 Penalty: 4778.385254
	Iteration 28Q: 3 clusters Score -1834053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1834062.375000 Penalty: 4778.385254
	Iteration 29Q: 3 clusters Score -1834062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1834062.250000 Penalty: 4778.385254
	Iteration 30Q: 3 clusters Score -1834062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1834064.750000 Penalty: 4778.385254
	Iteration 31Q: 3 clusters Score -1834065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1834067.500000 Penalty: 4778.385254
	Iteration 32Q: 3 clusters Score -1834068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1834067.875000 Penalty: 4778.385254
	Iteration 33Q: 3 clusters Score -1834068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1834071.500000 Penalty: 4778.385254
	Iteration 34Q: 3 clusters Score -1834072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1834075.375000 Penalty: 4778.385254
	Iteration 35Q: 3 clusters Score -1834075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1834077.500000 Penalty: 4778.385254
	Iteration 36Q: 3 clusters Score -1834078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1834077.125000 Penalty: 4778.385254
	Iteration 37Q: 3 clusters Score -1834077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1834077.875000 Penalty: 4778.385254
	Iteration 38Q: 3 clusters Score -1834078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1834078.625000 Penalty: 4778.385254
	Iteration 39Q: 3 clusters Score -1834079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1834079.500000 Penalty: 4778.385254
	Iteration 40F: 3 clusters Score -1834080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1834082.000000 Penalty: 4778.385254
	Iteration 41Q: 3 clusters Score -1834082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1834089.125000 Penalty: 4778.385254
	Iteration 42Q: 3 clusters Score -1834089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1834092.500000 Penalty: 4778.385254
	Iteration 43Q: 3 clusters Score -1834092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1834094.125000 Penalty: 4778.385254
	Iteration 44Q: 3 clusters Score -1834094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1834097.000000 Penalty: 4778.385254
	Iteration 45Q: 3 clusters Score -1834097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1834101.000000 Penalty: 4778.385254
	Iteration 46Q: 3 clusters Score -1834101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1834104.625000 Penalty: 4778.385254
	Iteration 47Q: 3 clusters Score -1834105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1834112.375000 Penalty: 4778.385254
	Iteration 48Q: 3 clusters Score -1834112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1834119.875000 Penalty: 4778.385254
	Iteration 49Q: 3 clusters Score -1834120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1834123.625000 Penalty: 4778.385254
	Iteration 50Q: 3 clusters Score -1834124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1834122.000000 Penalty: 4778.385254
	Iteration 51Q: 3 clusters Score -1834122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1834123.000000 Penalty: 4778.385254
	Iteration 52Q: 3 clusters Score -1834123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1834125.750000 Penalty: 4778.385254
	Iteration 53Q: 3 clusters Score -1834126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1834132.625000 Penalty: 4778.385254
	Iteration 54Q: 3 clusters Score -1834133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1834132.750000 Penalty: 4778.385254
	Iteration 55Q: 3 clusters Score -1834133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1834135.750000 Penalty: 4778.385254
	Iteration 56Q: 3 clusters Score -1834136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1834136.750000 Penalty: 4778.385254
	Iteration 57Q: 3 clusters Score -1834137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1834138.750000 Penalty: 4778.385254
	Iteration 58Q: 3 clusters Score -1834139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1834140.500000 Penalty: 4778.385254
	Iteration 59Q: 3 clusters Score -1834140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1834142.750000 Penalty: 4778.385254
	Iteration 60F: 3 clusters Score -1834143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1834147.875000 Penalty: 4778.385254
	Iteration 61Q: 3 clusters Score -1834148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1834148.750000 Penalty: 4778.385254
	Iteration 62Q: 3 clusters Score -1834149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1834150.750000 Penalty: 4778.385254
	Iteration 63Q: 3 clusters Score -1834151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1834153.750000 Penalty: 4778.385254
	Iteration 64Q: 3 clusters Score -1834154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1834156.500000 Penalty: 4778.385254
	Iteration 65Q: 3 clusters Score -1834156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1834161.000000 Penalty: 4778.385254
	Iteration 66Q: 3 clusters Score -1834161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1834158.500000 Penalty: 4778.385254
	Iteration 67Q: 3 clusters Score -1834158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1834163.250000 Penalty: 4778.385254
	Iteration 68Q: 3 clusters Score -1834163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1834164.375000 Penalty: 4778.385254
	Iteration 69Q: 3 clusters Score -1834164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1834167.500000 Penalty: 4778.385254
	Iteration 70Q: 3 clusters Score -1834168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1834168.875000 Penalty: 4778.385254
	Iteration 71Q: 3 clusters Score -1834169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1834169.875000 Penalty: 4778.385254
	Iteration 72Q: 3 clusters Score -1834170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1834168.375000 Penalty: 4778.385254
	Iteration 73Q: 3 clusters Score -1834168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1834170.625000 Penalty: 4778.385254
	Iteration 74Q: 3 clusters Score -1834171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1834170.625000 Penalty: 4778.385254
	Iteration 75F: 3 clusters Score -1834171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Entering Unmasked Estep 
Score: -712794.062500 Penalty: 2171.383789
	Iteration 0F: 2 clusters Score -712794.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -707427.062500 Penalty: 4342.767578
	Iteration 0F: 3 clusters Score -707427.1 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -708871.937500 Penalty: 4342.767578
	Iteration 1F: 3 clusters Score -708871.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -709273.375000 Penalty: 4342.767578
	Iteration 2F: 3 clusters Score -709273.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -709599.062500 Penalty: 4342.767578
	Iteration 3F: 3 clusters Score -709599.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -709886.937500 Penalty: 4342.767578
	Iteration 4F: 3 clusters Score -709886.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -710169.250000 Penalty: 4342.767578
	Iteration 5F: 3 clusters Score -710169.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -710425.250000 Penalty: 4342.767578
	Iteration 6F: 3 clusters Score -710425.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -710642.062500 Penalty: 4342.767578
	Iteration 7Q: 3 clusters Score -710642.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -710841.625000 Penalty: 4342.767578
	Iteration 8Q: 3 clusters Score -710841.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -711030.375000 Penalty: 4342.767578
	Iteration 9Q: 3 clusters Score -711030.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -711169.687500 Penalty: 4342.767578
	Iteration 10Q: 3 clusters Score -711169.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -711280.500000 Penalty: 4342.767578
	Iteration 11Q: 3 clusters Score -711280.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -711387.687500 Penalty: 4342.767578
	Iteration 12Q: 3 clusters Score -711387.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -711483.875000 Penalty: 4342.767578
	Iteration 13Q: 3 clusters Score -711483.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -711570.812500 Penalty: 4342.767578
	Iteration 14Q: 3 clusters Score -711570.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -711650.375000 Penalty: 4342.767578
	Iteration 15Q: 3 clusters Score -711650.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -711723.562500 Penalty: 4342.767578
	Iteration 16Q: 3 clusters Score -711723.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -711787.687500 Penalty: 4342.767578
	Iteration 17Q: 3 clusters Score -711787.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -711850.187500 Penalty: 4342.767578
	Iteration 18Q: 3 clusters Score -711850.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -711909.875000 Penalty: 4342.767578
	Iteration 19Q: 3 clusters Score -711909.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -711974.062500 Penalty: 4342.767578
	Iteration 20F: 3 clusters Score -711974.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -712033.687500 Penalty: 4342.767578
	Iteration 21Q: 3 clusters Score -712033.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -712082.937500 Penalty: 4342.767578
	Iteration 22Q: 3 clusters Score -712082.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -712136.375000 Penalty: 4342.767578
	Iteration 23Q: 3 clusters Score -712136.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -712194.687500 Penalty: 4342.767578
	Iteration 24Q: 3 clusters Score -712194.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -712252.437500 Penalty: 4342.767578
	Iteration 25Q: 3 clusters Score -712252.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -712292.812500 Penalty: 4342.767578
	Iteration 26Q: 3 clusters Score -712292.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -712328.562500 Penalty: 4342.767578
	Iteration 27Q: 3 clusters Score -712328.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -712380.375000 Penalty: 4342.767578
	Iteration 28Q: 3 clusters Score -712380.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -712446.125000 Penalty: 4342.767578
	Iteration 29Q: 3 clusters Score -712446.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -712499.875000 Penalty: 4342.767578
	Iteration 30Q: 3 clusters Score -712499.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -712548.125000 Penalty: 4342.767578
	Iteration 31Q: 3 clusters Score -712548.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -712570.687500 Penalty: 4342.767578
	Iteration 32Q: 3 clusters Score -712570.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -712585.875000 Penalty: 4342.767578
	Iteration 33Q: 3 clusters Score -712585.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -712596.687500 Penalty: 4342.767578
	Iteration 34Q: 3 clusters Score -712596.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -712602.812500 Penalty: 4342.767578
	Iteration 35Q: 3 clusters Score -712602.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -712610.062500 Penalty: 4342.767578
	Iteration 36Q: 3 clusters Score -712610.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -712620.062500 Penalty: 4342.767578
	Iteration 37Q: 3 clusters Score -712620.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -712628.875000 Penalty: 4342.767578
	Iteration 38Q: 3 clusters Score -712628.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -712635.875000 Penalty: 4342.767578
	Iteration 39Q: 3 clusters Score -712635.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -712639.687500 Penalty: 4342.767578
	Iteration 40F: 3 clusters Score -712639.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -712639.687500 Penalty: 4342.767578
	Iteration 41Q: 3 clusters Score -712639.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -712639.000000 Penalty: 4342.767578
	Iteration 42Q: 3 clusters Score -712639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -712639.000000 Penalty: 4342.767578
	Iteration 43F: 3 clusters Score -712639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Entering Unmasked Estep 
Score: -887178.500000 Penalty: 2210.259766
	Iteration 0F: 2 clusters Score -887178.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -881104.312500 Penalty: 4420.519531
	Iteration 0F: 3 clusters Score -881104.3 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -882753.250000 Penalty: 4420.519531
	Iteration 1F: 3 clusters Score -882753.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -883008.375000 Penalty: 4420.519531
	Iteration 2F: 3 clusters Score -883008.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -883138.812500 Penalty: 4420.519531
	Iteration 3Q: 3 clusters Score -883138.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -883228.437500 Penalty: 4420.519531
	Iteration 4Q: 3 clusters Score -883228.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -883304.125000 Penalty: 4420.519531
	Iteration 5Q: 3 clusters Score -883304.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -883375.875000 Penalty: 4420.519531
	Iteration 6Q: 3 clusters Score -883375.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -883442.625000 Penalty: 4420.519531
	Iteration 7Q: 3 clusters Score -883442.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -883499.500000 Penalty: 4420.519531
	Iteration 8Q: 3 clusters Score -883499.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -883592.625000 Penalty: 4420.519531
	Iteration 9Q: 3 clusters Score -883592.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -883735.812500 Penalty: 4420.519531
	Iteration 10Q: 3 clusters Score -883735.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -883909.875000 Penalty: 4420.519531
	Iteration 11Q: 3 clusters Score -883909.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -884093.562500 Penalty: 4420.519531
	Iteration 12Q: 3 clusters Score -884093.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -884310.062500 Penalty: 4420.519531
	Iteration 13Q: 3 clusters Score -884310.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -884479.312500 Penalty: 4420.519531
	Iteration 14Q: 3 clusters Score -884479.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -884631.062500 Penalty: 4420.519531
	Iteration 15Q: 3 clusters Score -884631.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -884748.937500 Penalty: 4420.519531
	Iteration 16Q: 3 clusters Score -884748.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -884826.375000 Penalty: 4420.519531
	Iteration 17Q: 3 clusters Score -884826.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -884912.750000 Penalty: 4420.519531
	Iteration 18Q: 3 clusters Score -884912.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -885009.250000 Penalty: 4420.519531
	Iteration 19Q: 3 clusters Score -885009.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -885112.312500 Penalty: 4420.519531
	Iteration 20F: 3 clusters Score -885112.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -885233.437500 Penalty: 4420.519531
	Iteration 21Q: 3 clusters Score -885233.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -885358.062500 Penalty: 4420.519531
	Iteration 22Q: 3 clusters Score -885358.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -885482.812500 Penalty: 4420.519531
	Iteration 23Q: 3 clusters Score -885482.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -885606.562500 Penalty: 4420.519531
	Iteration 24Q: 3 clusters Score -885606.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -885712.687500 Penalty: 4420.519531
	Iteration 25Q: 3 clusters Score -885712.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -885806.625000 Penalty: 4420.519531
	Iteration 26Q: 3 clusters Score -885806.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -885927.062500 Penalty: 4420.519531
	Iteration 27Q: 3 clusters Score -885927.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -886075.875000 Penalty: 4420.519531
	Iteration 28Q: 3 clusters Score -886075.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -886264.375000 Penalty: 4420.519531
	Iteration 29Q: 3 clusters Score -886264.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -886434.000000 Penalty: 4420.519531
	Iteration 30Q: 3 clusters Score -886434 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -886581.937500 Penalty: 4420.519531
	Iteration 31Q: 3 clusters Score -886581.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -886693.187500 Penalty: 4420.519531
	Iteration 32Q: 3 clusters Score -886693.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -886756.687500 Penalty: 4420.519531
	Iteration 33Q: 3 clusters Score -886756.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -886791.312500 Penalty: 4420.519531
	Iteration 34Q: 3 clusters Score -886791.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -886817.437500 Penalty: 4420.519531
	Iteration 35Q: 3 clusters Score -886817.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -886832.937500 Penalty: 4420.519531
	Iteration 36Q: 3 clusters Score -886832.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -886843.875000 Penalty: 4420.519531
	Iteration 37Q: 3 clusters Score -886843.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -886848.187500 Penalty: 4420.519531
	Iteration 38Q: 3 clusters Score -886848.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -886852.812500 Penalty: 4420.519531
	Iteration 39Q: 3 clusters Score -886852.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -886856.125000 Penalty: 4420.519531
	Iteration 40F: 3 clusters Score -886856.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -886858.812500 Penalty: 4420.519531
	Iteration 41Q: 3 clusters Score -886858.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -886861.500000 Penalty: 4420.519531
	Iteration 42Q: 3 clusters Score -886861.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -886862.562500 Penalty: 4420.519531
	Iteration 43Q: 3 clusters Score -886862.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -886866.062500 Penalty: 4420.519531
	Iteration 44Q: 3 clusters Score -886866.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -886867.437500 Penalty: 4420.519531
	Iteration 45Q: 3 clusters Score -886867.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -886872.125000 Penalty: 4420.519531
	Iteration 46Q: 3 clusters Score -886872.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -886872.312500 Penalty: 4420.519531
	Iteration 47Q: 3 clusters Score -886872.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -886871.625000 Penalty: 4420.519531
	Iteration 48Q: 3 clusters Score -886871.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -886871.625000 Penalty: 4420.519531
	Iteration 49F: 3 clusters Score -886871.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -26542.646484 Penalty: 1398.312012
	Iteration 0F: 2 clusters Score -26542.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25414.519531 Penalty: 2796.624023
	Iteration 0F: 3 clusters Score -25414.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25657.873047 Penalty: 2796.624023
	Iteration 1F: 3 clusters Score -25657.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25823.878906 Penalty: 2796.624023
	Iteration 2F: 3 clusters Score -25823.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25942.294922 Penalty: 2796.624023
	Iteration 3F: 3 clusters Score -25942.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26021.470703 Penalty: 2796.624023
	Iteration 4Q: 3 clusters Score -26021.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26105.003906 Penalty: 2796.624023
	Iteration 5Q: 3 clusters Score -26105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26218.812500 Penalty: 2796.624023
	Iteration 6Q: 3 clusters Score -26218.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26229.164062 Penalty: 2796.624023
	Iteration 7Q: 3 clusters Score -26229.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26233.462891 Penalty: 2796.624023
	Iteration 8Q: 3 clusters Score -26233.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26233.462891 Penalty: 2796.624023
	Iteration 9F: 3 clusters Score -26233.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Entering Unmasked Estep 
Score: -2141895.750000 Penalty: 2424.235352
	Iteration 0F: 2 clusters Score -2141896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2129389.500000 Penalty: 4848.470703
	Iteration 0F: 3 clusters Score -2129390 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2133454.750000 Penalty: 4848.470703
	Iteration 1F: 3 clusters Score -2133455 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -2133852.750000 Penalty: 4848.470703
	Iteration 2F: 3 clusters Score -2133853 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2134266.500000 Penalty: 4848.470703
	Iteration 3F: 3 clusters Score -2134266 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2134733.750000 Penalty: 4848.470703
	Iteration 4F: 3 clusters Score -2134734 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2135338.250000 Penalty: 4848.470703
	Iteration 5F: 3 clusters Score -2135338 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2136121.750000 Penalty: 4848.470703
	Iteration 6F: 3 clusters Score -2136122 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2137107.000000 Penalty: 4848.470703
	Iteration 7F: 3 clusters Score -2137107 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2138086.500000 Penalty: 4848.470703
	Iteration 8F: 3 clusters Score -2138086 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2138901.250000 Penalty: 4848.470703
	Iteration 9Q: 3 clusters Score -2138901 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2139347.250000 Penalty: 4848.470703
	Iteration 10Q: 3 clusters Score -2139347 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2139565.500000 Penalty: 4848.470703
	Iteration 11Q: 3 clusters Score -2139566 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2139667.250000 Penalty: 4848.470703
	Iteration 12Q: 3 clusters Score -2139667 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2139735.000000 Penalty: 4848.470703
	Iteration 13Q: 3 clusters Score -2139735 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2139778.250000 Penalty: 4848.470703
	Iteration 14Q: 3 clusters Score -2139778 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2139802.250000 Penalty: 4848.470703
	Iteration 15Q: 3 clusters Score -2139802 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2139820.750000 Penalty: 4848.470703
	Iteration 16Q: 3 clusters Score -2139821 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2139835.000000 Penalty: 4848.470703
	Iteration 17Q: 3 clusters Score -2139835 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2139840.750000 Penalty: 4848.470703
	Iteration 18Q: 3 clusters Score -2139841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2139848.500000 Penalty: 4848.470703
	Iteration 19Q: 3 clusters Score -2139848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2139848.000000 Penalty: 4848.470703
	Iteration 20F: 3 clusters Score -2139848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2139856.750000 Penalty: 4848.470703
	Iteration 21Q: 3 clusters Score -2139857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2139857.250000 Penalty: 4848.470703
	Iteration 22Q: 3 clusters Score -2139857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2139853.750000 Penalty: 4848.470703
	Iteration 23Q: 3 clusters Score -2139854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2139857.500000 Penalty: 4848.470703
	Iteration 24Q: 3 clusters Score -2139858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2139864.000000 Penalty: 4848.470703
	Iteration 25Q: 3 clusters Score -2139864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2139860.750000 Penalty: 4848.470703
	Iteration 26Q: 3 clusters Score -2139861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2139867.750000 Penalty: 4848.470703
	Iteration 27Q: 3 clusters Score -2139868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2139874.250000 Penalty: 4848.470703
	Iteration 28Q: 3 clusters Score -2139874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2139873.250000 Penalty: 4848.470703
	Iteration 29Q: 3 clusters Score -2139873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2139873.500000 Penalty: 4848.470703
	Iteration 30Q: 3 clusters Score -2139874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2139872.750000 Penalty: 4848.470703
	Iteration 31Q: 3 clusters Score -2139873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2139876.000000 Penalty: 4848.470703
	Iteration 32Q: 3 clusters Score -2139876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2139873.750000 Penalty: 4848.470703
	Iteration 33Q: 3 clusters Score -2139874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2139875.250000 Penalty: 4848.470703
	Iteration 34Q: 3 clusters Score -2139875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2139877.500000 Penalty: 4848.470703
	Iteration 35Q: 3 clusters Score -2139878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2139875.500000 Penalty: 4848.470703
	Iteration 36Q: 3 clusters Score -2139876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2139880.500000 Penalty: 4848.470703
	Iteration 37Q: 3 clusters Score -2139880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2139889.500000 Penalty: 4848.470703
	Iteration 38Q: 3 clusters Score -2139890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2139895.250000 Penalty: 4848.470703
	Iteration 39Q: 3 clusters Score -2139895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2139892.000000 Penalty: 4848.470703
	Iteration 40F: 3 clusters Score -2139892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2139891.500000 Penalty: 4848.470703
	Iteration 41Q: 3 clusters Score -2139892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2139889.000000 Penalty: 4848.470703
	Iteration 42Q: 3 clusters Score -2139889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2139887.500000 Penalty: 4848.470703
	Iteration 43Q: 3 clusters Score -2139888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2139887.500000 Penalty: 4848.470703
	Iteration 44F: 3 clusters Score -2139888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -92146.117188 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -92146.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -90317.320312 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -90317.32 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -90616.507812 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -90616.51 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -90728.546875 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -90728.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -90823.429688 Penalty: 3350.861328
	Iteration 3Q: 3 clusters Score -90823.43 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -90898.812500 Penalty: 3350.861328
	Iteration 4Q: 3 clusters Score -90898.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -90945.125000 Penalty: 3350.861328
	Iteration 5Q: 3 clusters Score -90945.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -90994.164062 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -90994.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -91040.531250 Penalty: 3350.861328
	Iteration 7Q: 3 clusters Score -91040.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -91066.968750 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -91066.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -91095.140625 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -91095.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -91116.023438 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -91116.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -91185.867188 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -91185.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -91327.796875 Penalty: 3350.861328
	Iteration 12Q: 3 clusters Score -91327.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -91441.687500 Penalty: 3350.861328
	Iteration 13Q: 3 clusters Score -91441.69 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -91536.281250 Penalty: 3350.861328
	Iteration 14Q: 3 clusters Score -91536.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -91590.421875 Penalty: 3350.861328
	Iteration 15Q: 3 clusters Score -91590.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -91620.093750 Penalty: 3350.861328
	Iteration 16Q: 3 clusters Score -91620.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -91644.132812 Penalty: 3350.861328
	Iteration 17Q: 3 clusters Score -91644.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -91664.984375 Penalty: 3350.861328
	Iteration 18Q: 3 clusters Score -91664.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -91670.617188 Penalty: 3350.861328
	Iteration 19Q: 3 clusters Score -91670.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -91674.054688 Penalty: 3350.861328
	Iteration 20F: 3 clusters Score -91674.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -91675.250000 Penalty: 3350.861328
	Iteration 21Q: 3 clusters Score -91675.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -91675.250000 Penalty: 3350.861328
	Iteration 22F: 3 clusters Score -91675.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 228768 members 
Mstep: Class 3 contains 29990 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 30728 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150030 members 
Mstep: Class 13 contains 39591 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58077 members 
Mstep: Class 17 contains 45192 members 
Mstep: Class 18 contains 26532 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17591 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044448.000000 Penalty: 76631.320312
Iteration 199Q: 24 clusters Score -8.004445e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 228771 members 
Mstep: Class 3 contains 29981 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 30728 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150032 members 
Mstep: Class 13 contains 39591 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58080 members 
Mstep: Class 17 contains 45192 members 
Mstep: Class 18 contains 26531 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17591 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044440.000000 Penalty: 76631.320312
Iteration 200F: 24 clusters Score -8.004444e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228771 members 
Mstep: Class 3 contains 29981 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 30728 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150032 members 
Mstep: Class 13 contains 39593 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58082 members 
Mstep: Class 17 contains 45193 members 
Mstep: Class 18 contains 26529 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17591 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044408.000000 Penalty: 76631.320312
Iteration 201Q: 24 clusters Score -8.004441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 228772 members 
Mstep: Class 3 contains 29980 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 30728 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150034 members 
Mstep: Class 13 contains 39592 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58084 members 
Mstep: Class 17 contains 45192 members 
Mstep: Class 18 contains 26527 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17592 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044352.000000 Penalty: 76631.320312
Iteration 202Q: 24 clusters Score -8.004435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 228775 members 
Mstep: Class 3 contains 29980 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 30728 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150034 members 
Mstep: Class 13 contains 39592 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58084 members 
Mstep: Class 17 contains 45191 members 
Mstep: Class 18 contains 26527 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17592 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044376.000000 Penalty: 76631.320312
Iteration 203Q: 24 clusters Score -8.004438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 228777 members 
Mstep: Class 3 contains 29979 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 30728 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150032 members 
Mstep: Class 13 contains 39593 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58085 members 
Mstep: Class 17 contains 45190 members 
Mstep: Class 18 contains 26527 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17592 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044392.000000 Penalty: 76631.320312
Iteration 204Q: 24 clusters Score -8.004439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 228778 members 
Mstep: Class 3 contains 29978 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 30728 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150032 members 
Mstep: Class 13 contains 39592 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58087 members 
Mstep: Class 17 contains 45190 members 
Mstep: Class 18 contains 26527 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17591 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044360.000000 Penalty: 76631.320312
Iteration 205Q: 24 clusters Score -8.004436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 228779 members 
Mstep: Class 3 contains 29975 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 30728 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150032 members 
Mstep: Class 13 contains 39593 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58088 members 
Mstep: Class 17 contains 45191 members 
Mstep: Class 18 contains 26527 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17591 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044416.000000 Penalty: 76631.320312
Iteration 206Q: 24 clusters Score -8.004442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 228777 members 
Mstep: Class 3 contains 29975 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 30728 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150034 members 
Mstep: Class 13 contains 39594 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58088 members 
Mstep: Class 17 contains 45191 members 
Mstep: Class 18 contains 26527 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17591 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044408.000000 Penalty: 76631.320312
Iteration 207Q: 24 clusters Score -8.004441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 228774 members 
Mstep: Class 3 contains 29975 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 30728 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150036 members 
Mstep: Class 13 contains 39594 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58090 members 
Mstep: Class 17 contains 45192 members 
Mstep: Class 18 contains 26527 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044416.000000 Penalty: 76631.320312
Iteration 208Q: 24 clusters Score -8.004442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 228774 members 
Mstep: Class 3 contains 29974 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 30728 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150038 members 
Mstep: Class 13 contains 39593 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58091 members 
Mstep: Class 17 contains 45192 members 
Mstep: Class 18 contains 26527 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044392.000000 Penalty: 76631.320312
Iteration 209Q: 24 clusters Score -8.004439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 228776 members 
Mstep: Class 3 contains 29975 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 30728 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150036 members 
Mstep: Class 13 contains 39593 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58090 members 
Mstep: Class 17 contains 45192 members 
Mstep: Class 18 contains 26527 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044384.000000 Penalty: 76631.320312
Iteration 210Q: 24 clusters Score -8.004438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 228777 members 
Mstep: Class 3 contains 29975 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 30728 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150036 members 
Mstep: Class 13 contains 39593 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58089 members 
Mstep: Class 17 contains 45192 members 
Mstep: Class 18 contains 26527 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044392.000000 Penalty: 76631.320312
Iteration 211Q: 24 clusters Score -8.004439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 228776 members 
Mstep: Class 3 contains 29975 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 30728 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150036 members 
Mstep: Class 13 contains 39593 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58090 members 
Mstep: Class 17 contains 45192 members 
Mstep: Class 18 contains 26527 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044400.000000 Penalty: 76631.320312
Iteration 212Q: 24 clusters Score -8.00444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 228775 members 
Mstep: Class 3 contains 29975 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 30728 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150038 members 
Mstep: Class 13 contains 39593 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58089 members 
Mstep: Class 17 contains 45192 members 
Mstep: Class 18 contains 26527 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044400.000000 Penalty: 76631.320312
Iteration 213Q: 24 clusters Score -8.00444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 228772 members 
Mstep: Class 3 contains 29975 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 30729 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150038 members 
Mstep: Class 13 contains 39593 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58091 members 
Mstep: Class 17 contains 45192 members 
Mstep: Class 18 contains 26527 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044400.000000 Penalty: 76631.320312
Iteration 214Q: 24 clusters Score -8.00444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 228772 members 
Mstep: Class 3 contains 29975 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 30729 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150037 members 
Mstep: Class 13 contains 39593 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58093 members 
Mstep: Class 17 contains 45191 members 
Mstep: Class 18 contains 26527 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044376.000000 Penalty: 76631.320312
Iteration 215Q: 24 clusters Score -8.004438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 228775 members 
Mstep: Class 3 contains 29974 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 30729 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150035 members 
Mstep: Class 13 contains 39593 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58094 members 
Mstep: Class 17 contains 45191 members 
Mstep: Class 18 contains 26527 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6345 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044368.000000 Penalty: 76631.320312
Iteration 216Q: 24 clusters Score -8.004437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 228777 members 
Mstep: Class 3 contains 29971 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30729 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150037 members 
Mstep: Class 13 contains 39592 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58095 members 
Mstep: Class 17 contains 45191 members 
Mstep: Class 18 contains 26527 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6345 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044376.000000 Penalty: 76631.320312
Iteration 217Q: 24 clusters Score -8.004438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 228775 members 
Mstep: Class 3 contains 29969 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 30729 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150042 members 
Mstep: Class 13 contains 39591 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58096 members 
Mstep: Class 17 contains 45191 members 
Mstep: Class 18 contains 26527 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6345 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044376.000000 Penalty: 76631.320312
Iteration 218Q: 24 clusters Score -8.004438e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 228771 members 
Mstep: Class 3 contains 29965 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 30729 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150046 members 
Mstep: Class 13 contains 39592 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58097 members 
Mstep: Class 17 contains 45191 members 
Mstep: Class 18 contains 26527 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6347 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044352.000000 Penalty: 76631.320312
Iteration 219Q: 24 clusters Score -8.004435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 228768 members 
Mstep: Class 3 contains 29963 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 30729 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150052 members 
Mstep: Class 13 contains 39592 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58097 members 
Mstep: Class 17 contains 45190 members 
Mstep: Class 18 contains 26527 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6347 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044408.000000 Penalty: 76631.320312
Iteration 220F: 24 clusters Score -8.004441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 228767 members 
Mstep: Class 3 contains 29964 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 30729 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150053 members 
Mstep: Class 13 contains 39592 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58097 members 
Mstep: Class 17 contains 45189 members 
Mstep: Class 18 contains 26526 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6347 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044424.000000 Penalty: 76631.320312
Iteration 221Q: 24 clusters Score -8.004442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 228765 members 
Mstep: Class 3 contains 29964 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 30729 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150056 members 
Mstep: Class 13 contains 39591 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58098 members 
Mstep: Class 17 contains 45188 members 
Mstep: Class 18 contains 26526 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6347 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044416.000000 Penalty: 76631.320312
Iteration 222Q: 24 clusters Score -8.004442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 228763 members 
Mstep: Class 3 contains 29964 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30729 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150058 members 
Mstep: Class 13 contains 39591 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58099 members 
Mstep: Class 17 contains 45187 members 
Mstep: Class 18 contains 26526 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044408.000000 Penalty: 76631.320312
Iteration 223Q: 24 clusters Score -8.004441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 228763 members 
Mstep: Class 3 contains 29963 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30730 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150058 members 
Mstep: Class 13 contains 39591 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58098 members 
Mstep: Class 17 contains 45188 members 
Mstep: Class 18 contains 26526 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044392.000000 Penalty: 76631.320312
Iteration 224Q: 24 clusters Score -8.004439e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 228768 members 
Mstep: Class 3 contains 29962 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30731 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150058 members 
Mstep: Class 13 contains 39591 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58095 members 
Mstep: Class 17 contains 45186 members 
Mstep: Class 18 contains 26526 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044384.000000 Penalty: 76631.320312
Iteration 225Q: 24 clusters Score -8.004438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 228770 members 
Mstep: Class 3 contains 29963 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30731 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150059 members 
Mstep: Class 13 contains 39591 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58094 members 
Mstep: Class 17 contains 45184 members 
Mstep: Class 18 contains 26525 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044360.000000 Penalty: 76631.320312
Iteration 226Q: 24 clusters Score -8.004436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 228771 members 
Mstep: Class 3 contains 29965 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30731 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150059 members 
Mstep: Class 13 contains 39591 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58095 members 
Mstep: Class 17 contains 45183 members 
Mstep: Class 18 contains 26523 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044320.000000 Penalty: 76631.320312
Iteration 227Q: 24 clusters Score -8.004432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 228772 members 
Mstep: Class 3 contains 29966 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30731 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150061 members 
Mstep: Class 13 contains 39591 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58095 members 
Mstep: Class 17 contains 45181 members 
Mstep: Class 18 contains 26523 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044352.000000 Penalty: 76631.320312
Iteration 228Q: 24 clusters Score -8.004435e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 228774 members 
Mstep: Class 3 contains 29966 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30730 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150061 members 
Mstep: Class 13 contains 39591 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58095 members 
Mstep: Class 17 contains 45178 members 
Mstep: Class 18 contains 26525 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044336.000000 Penalty: 76631.320312
Iteration 229Q: 24 clusters Score -8.004434e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 228779 members 
Mstep: Class 3 contains 29965 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30729 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150057 members 
Mstep: Class 13 contains 39591 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58096 members 
Mstep: Class 17 contains 45177 members 
Mstep: Class 18 contains 26525 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044376.000000 Penalty: 76631.320312
Iteration 230Q: 24 clusters Score -8.004438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 228779 members 
Mstep: Class 3 contains 29965 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30729 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150056 members 
Mstep: Class 13 contains 39593 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58097 members 
Mstep: Class 17 contains 45176 members 
Mstep: Class 18 contains 26525 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044368.000000 Penalty: 76631.320312
Iteration 231Q: 24 clusters Score -8.004437e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 228773 members 
Mstep: Class 3 contains 29963 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30729 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150056 members 
Mstep: Class 13 contains 39595 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58101 members 
Mstep: Class 17 contains 45175 members 
Mstep: Class 18 contains 26524 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044392.000000 Penalty: 76631.320312
Iteration 232Q: 24 clusters Score -8.004439e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 228773 members 
Mstep: Class 3 contains 29963 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30729 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150058 members 
Mstep: Class 13 contains 39594 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58103 members 
Mstep: Class 17 contains 45174 members 
Mstep: Class 18 contains 26524 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044336.000000 Penalty: 76631.320312
Iteration 233Q: 24 clusters Score -8.004434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 228778 members 
Mstep: Class 3 contains 29963 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30729 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150056 members 
Mstep: Class 13 contains 39593 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58102 members 
Mstep: Class 17 contains 45174 members 
Mstep: Class 18 contains 26524 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044328.000000 Penalty: 76631.320312
Iteration 234Q: 24 clusters Score -8.004433e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 228781 members 
Mstep: Class 3 contains 29963 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30729 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150053 members 
Mstep: Class 13 contains 39593 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58102 members 
Mstep: Class 17 contains 45174 members 
Mstep: Class 18 contains 26524 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044368.000000 Penalty: 76631.320312
Iteration 235Q: 24 clusters Score -8.004437e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 228779 members 
Mstep: Class 3 contains 29964 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30729 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150055 members 
Mstep: Class 13 contains 39594 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58101 members 
Mstep: Class 17 contains 45174 members 
Mstep: Class 18 contains 26524 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044352.000000 Penalty: 76631.320312
Iteration 236Q: 24 clusters Score -8.004435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 228777 members 
Mstep: Class 3 contains 29964 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30729 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150056 members 
Mstep: Class 13 contains 39594 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58101 members 
Mstep: Class 17 contains 45174 members 
Mstep: Class 18 contains 26524 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044328.000000 Penalty: 76631.320312
Iteration 237Q: 24 clusters Score -8.004433e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 228773 members 
Mstep: Class 3 contains 29964 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30729 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150056 members 
Mstep: Class 13 contains 39594 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58105 members 
Mstep: Class 17 contains 45174 members 
Mstep: Class 18 contains 26524 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17590 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044352.000000 Penalty: 76631.320312
Iteration 238Q: 24 clusters Score -8.004435e+07 nChanged 11
Entering ConstructFrom: 
Score: -80044352.000000 Penalty: 76631.320312
Entering ConstructFrom: 
Trying to split cluster 1 (3769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Entering Unmasked Estep 
Score: -444899.750000 Penalty: 2042.172119
	Iteration 0F: 2 clusters Score -444899.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -441146.031250 Penalty: 4084.344238
	Iteration 0F: 3 clusters Score -441146 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -441898.843750 Penalty: 4084.344238
	Iteration 1F: 3 clusters Score -441898.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -442073.437500 Penalty: 4084.344238
	Iteration 2F: 3 clusters Score -442073.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -442191.062500 Penalty: 4084.344238
	Iteration 3F: 3 clusters Score -442191.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -442275.218750 Penalty: 4084.344238
	Iteration 4Q: 3 clusters Score -442275.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -442344.562500 Penalty: 4084.344238
	Iteration 5Q: 3 clusters Score -442344.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -442405.062500 Penalty: 4084.344238
	Iteration 6Q: 3 clusters Score -442405.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -442455.937500 Penalty: 4084.344238
	Iteration 7Q: 3 clusters Score -442455.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -442509.250000 Penalty: 4084.344238
	Iteration 8Q: 3 clusters Score -442509.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -442553.968750 Penalty: 4084.344238
	Iteration 9Q: 3 clusters Score -442554 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -442596.875000 Penalty: 4084.344238
	Iteration 10Q: 3 clusters Score -442596.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -442641.156250 Penalty: 4084.344238
	Iteration 11Q: 3 clusters Score -442641.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -442677.656250 Penalty: 4084.344238
	Iteration 12Q: 3 clusters Score -442677.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -442705.125000 Penalty: 4084.344238
	Iteration 13Q: 3 clusters Score -442705.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -442726.625000 Penalty: 4084.344238
	Iteration 14Q: 3 clusters Score -442726.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -442743.750000 Penalty: 4084.344238
	Iteration 15Q: 3 clusters Score -442743.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -442761.625000 Penalty: 4084.344238
	Iteration 16Q: 3 clusters Score -442761.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -442778.375000 Penalty: 4084.344238
	Iteration 17Q: 3 clusters Score -442778.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -442797.093750 Penalty: 4084.344238
	Iteration 18Q: 3 clusters Score -442797.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -442807.562500 Penalty: 4084.344238
	Iteration 19Q: 3 clusters Score -442807.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -442817.718750 Penalty: 4084.344238
	Iteration 20F: 3 clusters Score -442817.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -442825.218750 Penalty: 4084.344238
	Iteration 21Q: 3 clusters Score -442825.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -442833.312500 Penalty: 4084.344238
	Iteration 22Q: 3 clusters Score -442833.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -442836.437500 Penalty: 4084.344238
	Iteration 23Q: 3 clusters Score -442836.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -442839.968750 Penalty: 4084.344238
	Iteration 24Q: 3 clusters Score -442840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -442844.781250 Penalty: 4084.344238
	Iteration 25Q: 3 clusters Score -442844.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -442850.812500 Penalty: 4084.344238
	Iteration 26Q: 3 clusters Score -442850.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -442863.593750 Penalty: 4084.344238
	Iteration 27Q: 3 clusters Score -442863.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -442873.812500 Penalty: 4084.344238
	Iteration 28Q: 3 clusters Score -442873.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -442880.500000 Penalty: 4084.344238
	Iteration 29Q: 3 clusters Score -442880.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -442891.781250 Penalty: 4084.344238
	Iteration 30Q: 3 clusters Score -442891.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -442903.875000 Penalty: 4084.344238
	Iteration 31Q: 3 clusters Score -442903.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -442916.812500 Penalty: 4084.344238
	Iteration 32Q: 3 clusters Score -442916.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -442929.375000 Penalty: 4084.344238
	Iteration 33Q: 3 clusters Score -442929.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -442939.343750 Penalty: 4084.344238
	Iteration 34Q: 3 clusters Score -442939.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -442953.500000 Penalty: 4084.344238
	Iteration 35Q: 3 clusters Score -442953.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -442969.343750 Penalty: 4084.344238
	Iteration 36Q: 3 clusters Score -442969.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -442981.531250 Penalty: 4084.344238
	Iteration 37Q: 3 clusters Score -442981.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -442992.343750 Penalty: 4084.344238
	Iteration 38Q: 3 clusters Score -442992.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -443000.031250 Penalty: 4084.344238
	Iteration 39Q: 3 clusters Score -443000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -443002.468750 Penalty: 4084.344238
	Iteration 40F: 3 clusters Score -443002.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -443009.312500 Penalty: 4084.344238
	Iteration 41Q: 3 clusters Score -443009.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -443019.156250 Penalty: 4084.344238
	Iteration 42Q: 3 clusters Score -443019.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -443026.718750 Penalty: 4084.344238
	Iteration 43Q: 3 clusters Score -443026.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -443033.375000 Penalty: 4084.344238
	Iteration 44Q: 3 clusters Score -443033.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -443040.125000 Penalty: 4084.344238
	Iteration 45Q: 3 clusters Score -443040.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -443044.156250 Penalty: 4084.344238
	Iteration 46Q: 3 clusters Score -443044.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -443048.875000 Penalty: 4084.344238
	Iteration 47Q: 3 clusters Score -443048.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -443051.843750 Penalty: 4084.344238
	Iteration 48Q: 3 clusters Score -443051.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -443055.218750 Penalty: 4084.344238
	Iteration 49Q: 3 clusters Score -443055.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -443058.843750 Penalty: 4084.344238
	Iteration 50Q: 3 clusters Score -443058.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -443063.031250 Penalty: 4084.344238
	Iteration 51Q: 3 clusters Score -443063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -443066.968750 Penalty: 4084.344238
	Iteration 52Q: 3 clusters Score -443067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -443073.656250 Penalty: 4084.344238
	Iteration 53Q: 3 clusters Score -443073.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -443079.875000 Penalty: 4084.344238
	Iteration 54Q: 3 clusters Score -443079.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -443084.375000 Penalty: 4084.344238
	Iteration 55Q: 3 clusters Score -443084.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -443086.781250 Penalty: 4084.344238
	Iteration 56Q: 3 clusters Score -443086.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -443087.750000 Penalty: 4084.344238
	Iteration 57Q: 3 clusters Score -443087.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -443089.406250 Penalty: 4084.344238
	Iteration 58Q: 3 clusters Score -443089.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -443089.406250 Penalty: 4084.344238
	Iteration 59F: 3 clusters Score -443089.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (228767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228767 members 
Entering Unmasked Estep 
Score: -27236562.000000 Penalty: 3060.433838
	Iteration 0F: 2 clusters Score -2.723656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114363 members 
Mstep: Class 2 contains 114404 members 
Entering Unmasked Estep 
Score: -27099634.000000 Penalty: 6120.867676
	Iteration 0F: 3 clusters Score -2.709963e+07 nChanged 110236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116349 members 
Mstep: Class 2 contains 112418 members 
Entering Unmasked Estep 
Score: -27163888.000000 Penalty: 6120.867676
	Iteration 1F: 3 clusters Score -2.716389e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117492 members 
Mstep: Class 2 contains 111275 members 
Entering Unmasked Estep 
Score: -27165040.000000 Penalty: 6120.867676
	Iteration 2Q: 3 clusters Score -2.716504e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118963 members 
Mstep: Class 2 contains 109804 members 
Entering Unmasked Estep 
Score: -27166428.000000 Penalty: 6120.867676
	Iteration 3Q: 3 clusters Score -2.716643e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120985 members 
Mstep: Class 2 contains 107782 members 
Entering Unmasked Estep 
Score: -27168744.000000 Penalty: 6120.867676
	Iteration 4Q: 3 clusters Score -2.716874e+07 nChanged 9720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123607 members 
Mstep: Class 2 contains 105160 members 
Entering Unmasked Estep 
Score: -27172452.000000 Penalty: 6120.867676
	Iteration 5Q: 3 clusters Score -2.717245e+07 nChanged 12171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127048 members 
Mstep: Class 2 contains 101719 members 
Entering Unmasked Estep 
Score: -27177738.000000 Penalty: 6120.867676
	Iteration 6F: 3 clusters Score -2.717774e+07 nChanged 14144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130924 members 
Mstep: Class 2 contains 97843 members 
Entering Unmasked Estep 
Score: -27185516.000000 Penalty: 6120.867676
	Iteration 7F: 3 clusters Score -2.718552e+07 nChanged 15768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134784 members 
Mstep: Class 2 contains 93983 members 
Entering Unmasked Estep 
Score: -27196260.000000 Penalty: 6120.867676
	Iteration 8F: 3 clusters Score -2.719626e+07 nChanged 16382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137496 members 
Mstep: Class 2 contains 91271 members 
Entering Unmasked Estep 
Score: -27208554.000000 Penalty: 6120.867676
	Iteration 9F: 3 clusters Score -2.720855e+07 nChanged 14048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138254 members 
Mstep: Class 2 contains 90513 members 
Entering Unmasked Estep 
Score: -27216056.000000 Penalty: 6120.867676
	Iteration 10F: 3 clusters Score -2.721606e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138067 members 
Mstep: Class 2 contains 90700 members 
Entering Unmasked Estep 
Score: -27218350.000000 Penalty: 6120.867676
	Iteration 11Q: 3 clusters Score -2.721835e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137622 members 
Mstep: Class 2 contains 91145 members 
Entering Unmasked Estep 
Score: -27219320.000000 Penalty: 6120.867676
	Iteration 12Q: 3 clusters Score -2.721932e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137083 members 
Mstep: Class 2 contains 91684 members 
Entering Unmasked Estep 
Score: -27219756.000000 Penalty: 6120.867676
	Iteration 13Q: 3 clusters Score -2.721976e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136532 members 
Mstep: Class 2 contains 92235 members 
Entering Unmasked Estep 
Score: -27220178.000000 Penalty: 6120.867676
	Iteration 14Q: 3 clusters Score -2.722018e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135985 members 
Mstep: Class 2 contains 92782 members 
Entering Unmasked Estep 
Score: -27220780.000000 Penalty: 6120.867676
	Iteration 15Q: 3 clusters Score -2.722078e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135349 members 
Mstep: Class 2 contains 93418 members 
Entering Unmasked Estep 
Score: -27221214.000000 Penalty: 6120.867676
	Iteration 16Q: 3 clusters Score -2.722121e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134755 members 
Mstep: Class 2 contains 94012 members 
Entering Unmasked Estep 
Score: -27221550.000000 Penalty: 6120.867676
	Iteration 17Q: 3 clusters Score -2.722155e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134193 members 
Mstep: Class 2 contains 94574 members 
Entering Unmasked Estep 
Score: -27221958.000000 Penalty: 6120.867676
	Iteration 18Q: 3 clusters Score -2.722196e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133594 members 
Mstep: Class 2 contains 95173 members 
Entering Unmasked Estep 
Score: -27222408.000000 Penalty: 6120.867676
	Iteration 19Q: 3 clusters Score -2.722241e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132853 members 
Mstep: Class 2 contains 95914 members 
Entering Unmasked Estep 
Score: -27222870.000000 Penalty: 6120.867676
	Iteration 20F: 3 clusters Score -2.722287e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131990 members 
Mstep: Class 2 contains 96777 members 
Entering Unmasked Estep 
Score: -27223112.000000 Penalty: 6120.867676
	Iteration 21Q: 3 clusters Score -2.722311e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130953 members 
Mstep: Class 2 contains 97814 members 
Entering Unmasked Estep 
Score: -27223360.000000 Penalty: 6120.867676
	Iteration 22Q: 3 clusters Score -2.722336e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129774 members 
Mstep: Class 2 contains 98993 members 
Entering Unmasked Estep 
Score: -27223646.000000 Penalty: 6120.867676
	Iteration 23Q: 3 clusters Score -2.722365e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128371 members 
Mstep: Class 2 contains 100396 members 
Entering Unmasked Estep 
Score: -27223738.000000 Penalty: 6120.867676
	Iteration 24Q: 3 clusters Score -2.722374e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126895 members 
Mstep: Class 2 contains 101872 members 
Entering Unmasked Estep 
Score: -27223922.000000 Penalty: 6120.867676
	Iteration 25Q: 3 clusters Score -2.722392e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125324 members 
Mstep: Class 2 contains 103443 members 
Entering Unmasked Estep 
Score: -27223964.000000 Penalty: 6120.867676
	Iteration 26Q: 3 clusters Score -2.722396e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123615 members 
Mstep: Class 2 contains 105152 members 
Entering Unmasked Estep 
Score: -27224090.000000 Penalty: 6120.867676
	Iteration 27Q: 3 clusters Score -2.722409e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121878 members 
Mstep: Class 2 contains 106889 members 
Entering Unmasked Estep 
Score: -27224220.000000 Penalty: 6120.867676
	Iteration 28Q: 3 clusters Score -2.722422e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120154 members 
Mstep: Class 2 contains 108613 members 
Entering Unmasked Estep 
Score: -27224216.000000 Penalty: 6120.867676
	Iteration 29Q: 3 clusters Score -2.722422e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118488 members 
Mstep: Class 2 contains 110279 members 
Entering Unmasked Estep 
Score: -27224302.000000 Penalty: 6120.867676
	Iteration 30Q: 3 clusters Score -2.72243e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116818 members 
Mstep: Class 2 contains 111949 members 
Entering Unmasked Estep 
Score: -27224292.000000 Penalty: 6120.867676
	Iteration 31Q: 3 clusters Score -2.722429e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115138 members 
Mstep: Class 2 contains 113629 members 
Entering Unmasked Estep 
Score: -27224186.000000 Penalty: 6120.867676
	Iteration 32Q: 3 clusters Score -2.722419e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113578 members 
Mstep: Class 2 contains 115189 members 
Entering Unmasked Estep 
Score: -27224174.000000 Penalty: 6120.867676
	Iteration 33Q: 3 clusters Score -2.722417e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112050 members 
Mstep: Class 2 contains 116717 members 
Entering Unmasked Estep 
Score: -27224110.000000 Penalty: 6120.867676
	Iteration 34Q: 3 clusters Score -2.722411e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110571 members 
Mstep: Class 2 contains 118196 members 
Entering Unmasked Estep 
Score: -27224050.000000 Penalty: 6120.867676
	Iteration 35Q: 3 clusters Score -2.722405e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109137 members 
Mstep: Class 2 contains 119630 members 
Entering Unmasked Estep 
Score: -27223860.000000 Penalty: 6120.867676
	Iteration 36Q: 3 clusters Score -2.722386e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107783 members 
Mstep: Class 2 contains 120984 members 
Entering Unmasked Estep 
Score: -27223750.000000 Penalty: 6120.867676
	Iteration 37Q: 3 clusters Score -2.722375e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106482 members 
Mstep: Class 2 contains 122285 members 
Entering Unmasked Estep 
Score: -27223544.000000 Penalty: 6120.867676
	Iteration 38Q: 3 clusters Score -2.722354e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105113 members 
Mstep: Class 2 contains 123654 members 
Entering Unmasked Estep 
Score: -27223422.000000 Penalty: 6120.867676
	Iteration 39Q: 3 clusters Score -2.722342e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103779 members 
Mstep: Class 2 contains 124988 members 
Entering Unmasked Estep 
Score: -27223414.000000 Penalty: 6120.867676
	Iteration 40F: 3 clusters Score -2.722341e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102571 members 
Mstep: Class 2 contains 126196 members 
Entering Unmasked Estep 
Score: -27223304.000000 Penalty: 6120.867676
	Iteration 41Q: 3 clusters Score -2.72233e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101412 members 
Mstep: Class 2 contains 127355 members 
Entering Unmasked Estep 
Score: -27223160.000000 Penalty: 6120.867676
	Iteration 42Q: 3 clusters Score -2.722316e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100343 members 
Mstep: Class 2 contains 128424 members 
Entering Unmasked Estep 
Score: -27223036.000000 Penalty: 6120.867676
	Iteration 43Q: 3 clusters Score -2.722304e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99340 members 
Mstep: Class 2 contains 129427 members 
Entering Unmasked Estep 
Score: -27222876.000000 Penalty: 6120.867676
	Iteration 44Q: 3 clusters Score -2.722288e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98253 members 
Mstep: Class 2 contains 130514 members 
Entering Unmasked Estep 
Score: -27222772.000000 Penalty: 6120.867676
	Iteration 45Q: 3 clusters Score -2.722277e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97158 members 
Mstep: Class 2 contains 131609 members 
Entering Unmasked Estep 
Score: -27222578.000000 Penalty: 6120.867676
	Iteration 46Q: 3 clusters Score -2.722258e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96096 members 
Mstep: Class 2 contains 132671 members 
Entering Unmasked Estep 
Score: -27222530.000000 Penalty: 6120.867676
	Iteration 47Q: 3 clusters Score -2.722253e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95065 members 
Mstep: Class 2 contains 133702 members 
Entering Unmasked Estep 
Score: -27222452.000000 Penalty: 6120.867676
	Iteration 48Q: 3 clusters Score -2.722245e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94053 members 
Mstep: Class 2 contains 134714 members 
Entering Unmasked Estep 
Score: -27222314.000000 Penalty: 6120.867676
	Iteration 49Q: 3 clusters Score -2.722231e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93004 members 
Mstep: Class 2 contains 135763 members 
Entering Unmasked Estep 
Score: -27222182.000000 Penalty: 6120.867676
	Iteration 50Q: 3 clusters Score -2.722218e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91926 members 
Mstep: Class 2 contains 136841 members 
Entering Unmasked Estep 
Score: -27222048.000000 Penalty: 6120.867676
	Iteration 51Q: 3 clusters Score -2.722205e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90844 members 
Mstep: Class 2 contains 137923 members 
Entering Unmasked Estep 
Score: -27221892.000000 Penalty: 6120.867676
	Iteration 52Q: 3 clusters Score -2.722189e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89755 members 
Mstep: Class 2 contains 139012 members 
Entering Unmasked Estep 
Score: -27221730.000000 Penalty: 6120.867676
	Iteration 53Q: 3 clusters Score -2.722173e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88653 members 
Mstep: Class 2 contains 140114 members 
Entering Unmasked Estep 
Score: -27221540.000000 Penalty: 6120.867676
	Iteration 54Q: 3 clusters Score -2.722154e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87495 members 
Mstep: Class 2 contains 141272 members 
Entering Unmasked Estep 
Score: -27221548.000000 Penalty: 6120.867676
	Iteration 55Q: 3 clusters Score -2.722155e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86300 members 
Mstep: Class 2 contains 142467 members 
Entering Unmasked Estep 
Score: -27221452.000000 Penalty: 6120.867676
	Iteration 56Q: 3 clusters Score -2.722145e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85116 members 
Mstep: Class 2 contains 143651 members 
Entering Unmasked Estep 
Score: -27221140.000000 Penalty: 6120.867676
	Iteration 57Q: 3 clusters Score -2.722114e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83929 members 
Mstep: Class 2 contains 144838 members 
Entering Unmasked Estep 
Score: -27221048.000000 Penalty: 6120.867676
	Iteration 58Q: 3 clusters Score -2.722105e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82719 members 
Mstep: Class 2 contains 146048 members 
Entering Unmasked Estep 
Score: -27221010.000000 Penalty: 6120.867676
	Iteration 59Q: 3 clusters Score -2.722101e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81480 members 
Mstep: Class 2 contains 147287 members 
Entering Unmasked Estep 
Score: -27220968.000000 Penalty: 6120.867676
	Iteration 60F: 3 clusters Score -2.722097e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80299 members 
Mstep: Class 2 contains 148468 members 
Entering Unmasked Estep 
Score: -27220734.000000 Penalty: 6120.867676
	Iteration 61Q: 3 clusters Score -2.722073e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79170 members 
Mstep: Class 2 contains 149597 members 
Entering Unmasked Estep 
Score: -27220750.000000 Penalty: 6120.867676
	Iteration 62Q: 3 clusters Score -2.722075e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78067 members 
Mstep: Class 2 contains 150700 members 
Entering Unmasked Estep 
Score: -27220762.000000 Penalty: 6120.867676
	Iteration 63Q: 3 clusters Score -2.722076e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76984 members 
Mstep: Class 2 contains 151783 members 
Entering Unmasked Estep 
Score: -27220672.000000 Penalty: 6120.867676
	Iteration 64Q: 3 clusters Score -2.722067e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75882 members 
Mstep: Class 2 contains 152885 members 
Entering Unmasked Estep 
Score: -27220628.000000 Penalty: 6120.867676
	Iteration 65Q: 3 clusters Score -2.722063e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74753 members 
Mstep: Class 2 contains 154014 members 
Entering Unmasked Estep 
Score: -27220462.000000 Penalty: 6120.867676
	Iteration 66Q: 3 clusters Score -2.722046e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73657 members 
Mstep: Class 2 contains 155110 members 
Entering Unmasked Estep 
Score: -27220546.000000 Penalty: 6120.867676
	Iteration 67Q: 3 clusters Score -2.722055e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72588 members 
Mstep: Class 2 contains 156179 members 
Entering Unmasked Estep 
Score: -27220504.000000 Penalty: 6120.867676
	Iteration 68Q: 3 clusters Score -2.72205e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71509 members 
Mstep: Class 2 contains 157258 members 
Entering Unmasked Estep 
Score: -27220474.000000 Penalty: 6120.867676
	Iteration 69Q: 3 clusters Score -2.722047e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70412 members 
Mstep: Class 2 contains 158355 members 
Entering Unmasked Estep 
Score: -27220514.000000 Penalty: 6120.867676
	Iteration 70Q: 3 clusters Score -2.722051e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69301 members 
Mstep: Class 2 contains 159466 members 
Entering Unmasked Estep 
Score: -27220448.000000 Penalty: 6120.867676
	Iteration 71Q: 3 clusters Score -2.722045e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 160579 members 
Entering Unmasked Estep 
Score: -27220340.000000 Penalty: 6120.867676
	Iteration 72Q: 3 clusters Score -2.722034e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67072 members 
Mstep: Class 2 contains 161695 members 
Entering Unmasked Estep 
Score: -27220262.000000 Penalty: 6120.867676
	Iteration 73Q: 3 clusters Score -2.722026e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65978 members 
Mstep: Class 2 contains 162789 members 
Entering Unmasked Estep 
Score: -27220308.000000 Penalty: 6120.867676
	Iteration 74Q: 3 clusters Score -2.722031e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64844 members 
Mstep: Class 2 contains 163923 members 
Entering Unmasked Estep 
Score: -27220318.000000 Penalty: 6120.867676
	Iteration 75Q: 3 clusters Score -2.722032e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63714 members 
Mstep: Class 2 contains 165053 members 
Entering Unmasked Estep 
Score: -27220406.000000 Penalty: 6120.867676
	Iteration 76Q: 3 clusters Score -2.722041e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62616 members 
Mstep: Class 2 contains 166151 members 
Entering Unmasked Estep 
Score: -27220602.000000 Penalty: 6120.867676
	Iteration 77Q: 3 clusters Score -2.72206e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61468 members 
Mstep: Class 2 contains 167299 members 
Entering Unmasked Estep 
Score: -27220618.000000 Penalty: 6120.867676
	Iteration 78Q: 3 clusters Score -2.722062e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60317 members 
Mstep: Class 2 contains 168450 members 
Entering Unmasked Estep 
Score: -27220640.000000 Penalty: 6120.867676
	Iteration 79Q: 3 clusters Score -2.722064e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59134 members 
Mstep: Class 2 contains 169633 members 
Entering Unmasked Estep 
Score: -27220812.000000 Penalty: 6120.867676
	Iteration 80F: 3 clusters Score -2.722081e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57941 members 
Mstep: Class 2 contains 170826 members 
Entering Unmasked Estep 
Score: -27220964.000000 Penalty: 6120.867676
	Iteration 81Q: 3 clusters Score -2.722096e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56754 members 
Mstep: Class 2 contains 172013 members 
Entering Unmasked Estep 
Score: -27221126.000000 Penalty: 6120.867676
	Iteration 82Q: 3 clusters Score -2.722113e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55508 members 
Mstep: Class 2 contains 173259 members 
Entering Unmasked Estep 
Score: -27221320.000000 Penalty: 6120.867676
	Iteration 83Q: 3 clusters Score -2.722132e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 174559 members 
Entering Unmasked Estep 
Score: -27221476.000000 Penalty: 6120.867676
	Iteration 84Q: 3 clusters Score -2.722148e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 175880 members 
Entering Unmasked Estep 
Score: -27221694.000000 Penalty: 6120.867676
	Iteration 85Q: 3 clusters Score -2.722169e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 177237 members 
Entering Unmasked Estep 
Score: -27221848.000000 Penalty: 6120.867676
	Iteration 86Q: 3 clusters Score -2.722185e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 178620 members 
Entering Unmasked Estep 
Score: -27222070.000000 Penalty: 6120.867676
	Iteration 87Q: 3 clusters Score -2.722207e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 180036 members 
Entering Unmasked Estep 
Score: -27222234.000000 Penalty: 6120.867676
	Iteration 88Q: 3 clusters Score -2.722223e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 181506 members 
Entering Unmasked Estep 
Score: -27222568.000000 Penalty: 6120.867676
	Iteration 89Q: 3 clusters Score -2.722257e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 183073 members 
Entering Unmasked Estep 
Score: -27222914.000000 Penalty: 6120.867676
	Iteration 90Q: 3 clusters Score -2.722291e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 184727 members 
Entering Unmasked Estep 
Score: -27223298.000000 Penalty: 6120.867676
	Iteration 91Q: 3 clusters Score -2.72233e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 186403 members 
Entering Unmasked Estep 
Score: -27223722.000000 Penalty: 6120.867676
	Iteration 92Q: 3 clusters Score -2.722372e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 188114 members 
Entering Unmasked Estep 
Score: -27224038.000000 Penalty: 6120.867676
	Iteration 93Q: 3 clusters Score -2.722404e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 189900 members 
Entering Unmasked Estep 
Score: -27224632.000000 Penalty: 6120.867676
	Iteration 94Q: 3 clusters Score -2.722463e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 191771 members 
Entering Unmasked Estep 
Score: -27225982.000000 Penalty: 6120.867676
	Iteration 95Q: 3 clusters Score -2.722598e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 193896 members 
Entering Unmasked Estep 
Score: -27227322.000000 Penalty: 6120.867676
	Iteration 96Q: 3 clusters Score -2.722732e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 196199 members 
Entering Unmasked Estep 
Score: -27228856.000000 Penalty: 6120.867676
	Iteration 97Q: 3 clusters Score -2.722886e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 198637 members 
Entering Unmasked Estep 
Score: -27230334.000000 Penalty: 6120.867676
	Iteration 98Q: 3 clusters Score -2.723033e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 201245 members 
Entering Unmasked Estep 
Score: -27231718.000000 Penalty: 6120.867676
	Iteration 99Q: 3 clusters Score -2.723172e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 204021 members 
Entering Unmasked Estep 
Score: -27233024.000000 Penalty: 6120.867676
	Iteration 100F: 3 clusters Score -2.723302e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 206957 members 
Entering Unmasked Estep 
Score: -27234434.000000 Penalty: 6120.867676
	Iteration 101Q: 3 clusters Score -2.723443e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 209893 members 
Entering Unmasked Estep 
Score: -27235480.000000 Penalty: 6120.867676
	Iteration 102Q: 3 clusters Score -2.723548e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 212892 members 
Entering Unmasked Estep 
Score: -27235944.000000 Penalty: 6120.867676
	Iteration 103Q: 3 clusters Score -2.723594e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 215584 members 
Entering Unmasked Estep 
Score: -27236388.000000 Penalty: 6120.867676
	Iteration 104Q: 3 clusters Score -2.723639e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 218097 members 
Entering Unmasked Estep 
Score: -27236570.000000 Penalty: 6120.867676
	Iteration 105Q: 3 clusters Score -2.723657e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 220208 members 
Entering Unmasked Estep 
Score: -27236644.000000 Penalty: 6120.867676
	Iteration 106Q: 3 clusters Score -2.723664e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 221928 members 
Entering Unmasked Estep 
Score: -27236158.000000 Penalty: 6120.867676
	Iteration 107Q: 3 clusters Score -2.723616e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 223248 members 
Entering Unmasked Estep 
Score: -27235918.000000 Penalty: 6120.867676
	Iteration 108Q: 3 clusters Score -2.723592e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 224284 members 
Entering Unmasked Estep 
Score: -27235726.000000 Penalty: 6120.867676
	Iteration 109Q: 3 clusters Score -2.723573e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 225087 members 
Entering Unmasked Estep 
Score: -27235490.000000 Penalty: 6120.867676
	Iteration 110Q: 3 clusters Score -2.723549e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 225715 members 
Entering Unmasked Estep 
Score: -27235420.000000 Penalty: 6120.867676
	Iteration 111Q: 3 clusters Score -2.723542e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 226160 members 
Entering Unmasked Estep 
Score: -27235314.000000 Penalty: 6120.867676
	Iteration 112Q: 3 clusters Score -2.723531e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 226467 members 
Entering Unmasked Estep 
Score: -27235148.000000 Penalty: 6120.867676
	Iteration 113Q: 3 clusters Score -2.723515e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 226717 members 
Entering Unmasked Estep 
Score: -27235120.000000 Penalty: 6120.867676
	Iteration 114Q: 3 clusters Score -2.723512e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 226933 members 
Entering Unmasked Estep 
Score: -27235012.000000 Penalty: 6120.867676
	Iteration 115Q: 3 clusters Score -2.723501e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 227092 members 
Entering Unmasked Estep 
Score: -27235030.000000 Penalty: 6120.867676
	Iteration 116Q: 3 clusters Score -2.723503e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 227230 members 
Entering Unmasked Estep 
Score: -27234936.000000 Penalty: 6120.867676
	Iteration 117Q: 3 clusters Score -2.723494e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 227342 members 
Entering Unmasked Estep 
Score: -27234884.000000 Penalty: 6120.867676
	Iteration 118Q: 3 clusters Score -2.723488e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 227428 members 
Entering Unmasked Estep 
Score: -27234830.000000 Penalty: 6120.867676
	Iteration 119Q: 3 clusters Score -2.723483e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 227505 members 
Entering Unmasked Estep 
Score: -27234794.000000 Penalty: 6120.867676
	Iteration 120F: 3 clusters Score -2.723479e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 227565 members 
Entering Unmasked Estep 
Score: -27234796.000000 Penalty: 6120.867676
	Iteration 121Q: 3 clusters Score -2.72348e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 227605 members 
Entering Unmasked Estep 
Score: -27234808.000000 Penalty: 6120.867676
	Iteration 122Q: 3 clusters Score -2.723481e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 227650 members 
Entering Unmasked Estep 
Score: -27234790.000000 Penalty: 6120.867676
	Iteration 123Q: 3 clusters Score -2.723479e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 227687 members 
Entering Unmasked Estep 
Score: -27234782.000000 Penalty: 6120.867676
	Iteration 124Q: 3 clusters Score -2.723478e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 227714 members 
Entering Unmasked Estep 
Score: -27234810.000000 Penalty: 6120.867676
	Iteration 125Q: 3 clusters Score -2.723481e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 227728 members 
Entering Unmasked Estep 
Score: -27234794.000000 Penalty: 6120.867676
	Iteration 126Q: 3 clusters Score -2.723479e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 227741 members 
Entering Unmasked Estep 
Score: -27234794.000000 Penalty: 6120.867676
	Iteration 127Q: 3 clusters Score -2.723479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 227751 members 
Entering Unmasked Estep 
Score: -27234790.000000 Penalty: 6120.867676
	Iteration 128Q: 3 clusters Score -2.723479e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 227762 members 
Entering Unmasked Estep 
Score: -27234794.000000 Penalty: 6120.867676
	Iteration 129Q: 3 clusters Score -2.723479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 227774 members 
Entering Unmasked Estep 
Score: -27234782.000000 Penalty: 6120.867676
	Iteration 130Q: 3 clusters Score -2.723478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 227778 members 
Entering Unmasked Estep 
Score: -27234800.000000 Penalty: 6120.867676
	Iteration 131Q: 3 clusters Score -2.72348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 227783 members 
Entering Unmasked Estep 
Score: -27234768.000000 Penalty: 6120.867676
	Iteration 132Q: 3 clusters Score -2.723477e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 227795 members 
Entering Unmasked Estep 
Score: -27234812.000000 Penalty: 6120.867676
	Iteration 133Q: 3 clusters Score -2.723481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 227800 members 
Entering Unmasked Estep 
Score: -27234788.000000 Penalty: 6120.867676
	Iteration 134Q: 3 clusters Score -2.723479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 227814 members 
Entering Unmasked Estep 
Score: -27234766.000000 Penalty: 6120.867676
	Iteration 135Q: 3 clusters Score -2.723477e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 227830 members 
Entering Unmasked Estep 
Score: -27234770.000000 Penalty: 6120.867676
	Iteration 136Q: 3 clusters Score -2.723477e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 227843 members 
Entering Unmasked Estep 
Score: -27234764.000000 Penalty: 6120.867676
	Iteration 137Q: 3 clusters Score -2.723476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 227847 members 
Entering Unmasked Estep 
Score: -27234746.000000 Penalty: 6120.867676
	Iteration 138Q: 3 clusters Score -2.723475e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 227855 members 
Entering Unmasked Estep 
Score: -27234766.000000 Penalty: 6120.867676
	Iteration 139Q: 3 clusters Score -2.723477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 227858 members 
Entering Unmasked Estep 
Score: -27234774.000000 Penalty: 6120.867676
	Iteration 140F: 3 clusters Score -2.723477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 227863 members 
Entering Unmasked Estep 
Score: -27234770.000000 Penalty: 6120.867676
	Iteration 141Q: 3 clusters Score -2.723477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 227869 members 
Entering Unmasked Estep 
Score: -27234764.000000 Penalty: 6120.867676
	Iteration 142Q: 3 clusters Score -2.723476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 227872 members 
Entering Unmasked Estep 
Score: -27234764.000000 Penalty: 6120.867676
	Iteration 143Q: 3 clusters Score -2.723476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 227873 members 
Entering Unmasked Estep 
Score: -27234776.000000 Penalty: 6120.867676
	Iteration 144Q: 3 clusters Score -2.723478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 227873 members 
Entering Unmasked Estep 
Score: -27234776.000000 Penalty: 6120.867676
	Iteration 145F: 3 clusters Score -2.723478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Entering Unmasked Estep 
Score: -3619589.750000 Penalty: 2556.305908
	Iteration 0F: 2 clusters Score -3619590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3599023.250000 Penalty: 5112.611816
	Iteration 0F: 3 clusters Score -3599023 nChanged 13544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -3606496.500000 Penalty: 5112.611816
	Iteration 1F: 3 clusters Score -3606496 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3607101.500000 Penalty: 5112.611816
	Iteration 2Q: 3 clusters Score -3607102 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -3607730.250000 Penalty: 5112.611816
	Iteration 3Q: 3 clusters Score -3607730 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -3608371.500000 Penalty: 5112.611816
	Iteration 4Q: 3 clusters Score -3608372 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -3609148.500000 Penalty: 5112.611816
	Iteration 5Q: 3 clusters Score -3609148 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -3610161.000000 Penalty: 5112.611816
	Iteration 6F: 3 clusters Score -3610161 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -3611433.750000 Penalty: 5112.611816
	Iteration 7F: 3 clusters Score -3611434 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -3612972.250000 Penalty: 5112.611816
	Iteration 8F: 3 clusters Score -3612972 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -3614434.000000 Penalty: 5112.611816
	Iteration 9F: 3 clusters Score -3614434 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -3615230.250000 Penalty: 5112.611816
	Iteration 10Q: 3 clusters Score -3615230 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -3615561.250000 Penalty: 5112.611816
	Iteration 11Q: 3 clusters Score -3615561 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -3615755.750000 Penalty: 5112.611816
	Iteration 12Q: 3 clusters Score -3615756 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -3615893.750000 Penalty: 5112.611816
	Iteration 13Q: 3 clusters Score -3615894 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -3616016.750000 Penalty: 5112.611816
	Iteration 14Q: 3 clusters Score -3616017 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -3616119.250000 Penalty: 5112.611816
	Iteration 15Q: 3 clusters Score -3616119 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -3616190.500000 Penalty: 5112.611816
	Iteration 16Q: 3 clusters Score -3616190 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -3616268.000000 Penalty: 5112.611816
	Iteration 17Q: 3 clusters Score -3616268 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -3616358.250000 Penalty: 5112.611816
	Iteration 18Q: 3 clusters Score -3616358 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -3616428.750000 Penalty: 5112.611816
	Iteration 19Q: 3 clusters Score -3616429 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -3616524.000000 Penalty: 5112.611816
	Iteration 20F: 3 clusters Score -3616524 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -3616604.750000 Penalty: 5112.611816
	Iteration 21Q: 3 clusters Score -3616605 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -3616655.750000 Penalty: 5112.611816
	Iteration 22Q: 3 clusters Score -3616656 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -3616698.750000 Penalty: 5112.611816
	Iteration 23Q: 3 clusters Score -3616699 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -3616764.500000 Penalty: 5112.611816
	Iteration 24Q: 3 clusters Score -3616764 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -3616825.750000 Penalty: 5112.611816
	Iteration 25Q: 3 clusters Score -3616826 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -3616890.250000 Penalty: 5112.611816
	Iteration 26Q: 3 clusters Score -3616890 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -3616950.250000 Penalty: 5112.611816
	Iteration 27Q: 3 clusters Score -3616950 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -3616988.500000 Penalty: 5112.611816
	Iteration 28Q: 3 clusters Score -3616988 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -3617023.250000 Penalty: 5112.611816
	Iteration 29Q: 3 clusters Score -3617023 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -3617053.000000 Penalty: 5112.611816
	Iteration 30Q: 3 clusters Score -3617053 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -3617078.000000 Penalty: 5112.611816
	Iteration 31Q: 3 clusters Score -3617078 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -3617113.000000 Penalty: 5112.611816
	Iteration 32Q: 3 clusters Score -3617113 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -3617128.500000 Penalty: 5112.611816
	Iteration 33Q: 3 clusters Score -3617128 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -3617160.250000 Penalty: 5112.611816
	Iteration 34Q: 3 clusters Score -3617160 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -3617192.500000 Penalty: 5112.611816
	Iteration 35Q: 3 clusters Score -3617192 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -3617221.000000 Penalty: 5112.611816
	Iteration 36Q: 3 clusters Score -3617221 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3617253.500000 Penalty: 5112.611816
	Iteration 37Q: 3 clusters Score -3617254 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -3617283.750000 Penalty: 5112.611816
	Iteration 38Q: 3 clusters Score -3617284 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -3617304.500000 Penalty: 5112.611816
	Iteration 39Q: 3 clusters Score -3617304 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -3617323.500000 Penalty: 5112.611816
	Iteration 40F: 3 clusters Score -3617324 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -3617339.250000 Penalty: 5112.611816
	Iteration 41Q: 3 clusters Score -3617339 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -3617356.000000 Penalty: 5112.611816
	Iteration 42Q: 3 clusters Score -3617356 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3617375.500000 Penalty: 5112.611816
	Iteration 43Q: 3 clusters Score -3617376 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3617379.750000 Penalty: 5112.611816
	Iteration 44Q: 3 clusters Score -3617380 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -3617397.000000 Penalty: 5112.611816
	Iteration 45Q: 3 clusters Score -3617397 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -3617402.500000 Penalty: 5112.611816
	Iteration 46Q: 3 clusters Score -3617402 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3617424.000000 Penalty: 5112.611816
	Iteration 47Q: 3 clusters Score -3617424 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -3617437.250000 Penalty: 5112.611816
	Iteration 48Q: 3 clusters Score -3617437 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3617447.500000 Penalty: 5112.611816
	Iteration 49Q: 3 clusters Score -3617448 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3617458.250000 Penalty: 5112.611816
	Iteration 50Q: 3 clusters Score -3617458 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3617463.500000 Penalty: 5112.611816
	Iteration 51Q: 3 clusters Score -3617464 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3617482.000000 Penalty: 5112.611816
	Iteration 52Q: 3 clusters Score -3617482 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3617499.500000 Penalty: 5112.611816
	Iteration 53Q: 3 clusters Score -3617500 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3617514.000000 Penalty: 5112.611816
	Iteration 54Q: 3 clusters Score -3617514 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3617527.000000 Penalty: 5112.611816
	Iteration 55Q: 3 clusters Score -3617527 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3617552.000000 Penalty: 5112.611816
	Iteration 56Q: 3 clusters Score -3617552 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3617557.500000 Penalty: 5112.611816
	Iteration 57Q: 3 clusters Score -3617558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3617573.000000 Penalty: 5112.611816
	Iteration 58Q: 3 clusters Score -3617573 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3617574.000000 Penalty: 5112.611816
	Iteration 59Q: 3 clusters Score -3617574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3617579.000000 Penalty: 5112.611816
	Iteration 60F: 3 clusters Score -3617579 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3617589.750000 Penalty: 5112.611816
	Iteration 61Q: 3 clusters Score -3617590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3617588.500000 Penalty: 5112.611816
	Iteration 62Q: 3 clusters Score -3617588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3617589.500000 Penalty: 5112.611816
	Iteration 63Q: 3 clusters Score -3617590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3617599.500000 Penalty: 5112.611816
	Iteration 64Q: 3 clusters Score -3617600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3617603.250000 Penalty: 5112.611816
	Iteration 65Q: 3 clusters Score -3617603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3617602.000000 Penalty: 5112.611816
	Iteration 66Q: 3 clusters Score -3617602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3617604.000000 Penalty: 5112.611816
	Iteration 67Q: 3 clusters Score -3617604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3617599.000000 Penalty: 5112.611816
	Iteration 68Q: 3 clusters Score -3617599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3617606.250000 Penalty: 5112.611816
	Iteration 69Q: 3 clusters Score -3617606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3617609.000000 Penalty: 5112.611816
	Iteration 70Q: 3 clusters Score -3617609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3617608.500000 Penalty: 5112.611816
	Iteration 71Q: 3 clusters Score -3617608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3617610.250000 Penalty: 5112.611816
	Iteration 72Q: 3 clusters Score -3617610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3617610.000000 Penalty: 5112.611816
	Iteration 73Q: 3 clusters Score -3617610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3617610.000000 Penalty: 5112.611816
	Iteration 74F: 3 clusters Score -3617610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Entering Unmasked Estep 
Score: -436575.500000 Penalty: 2031.688965
	Iteration 0F: 2 clusters Score -436575.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -432940.562500 Penalty: 4063.377930
	Iteration 0F: 3 clusters Score -432940.6 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -433711.406250 Penalty: 4063.377930
	Iteration 1F: 3 clusters Score -433711.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -433855.156250 Penalty: 4063.377930
	Iteration 2F: 3 clusters Score -433855.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -433930.781250 Penalty: 4063.377930
	Iteration 3Q: 3 clusters Score -433930.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -433971.968750 Penalty: 4063.377930
	Iteration 4Q: 3 clusters Score -433972 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -433993.312500 Penalty: 4063.377930
	Iteration 5Q: 3 clusters Score -433993.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -434009.968750 Penalty: 4063.377930
	Iteration 6Q: 3 clusters Score -434010 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -434027.437500 Penalty: 4063.377930
	Iteration 7Q: 3 clusters Score -434027.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -434051.656250 Penalty: 4063.377930
	Iteration 8Q: 3 clusters Score -434051.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -434082.062500 Penalty: 4063.377930
	Iteration 9Q: 3 clusters Score -434082.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -434107.343750 Penalty: 4063.377930
	Iteration 10Q: 3 clusters Score -434107.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -434135.656250 Penalty: 4063.377930
	Iteration 11Q: 3 clusters Score -434135.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -434157.812500 Penalty: 4063.377930
	Iteration 12Q: 3 clusters Score -434157.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -434171.156250 Penalty: 4063.377930
	Iteration 13Q: 3 clusters Score -434171.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -434180.625000 Penalty: 4063.377930
	Iteration 14Q: 3 clusters Score -434180.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -434186.843750 Penalty: 4063.377930
	Iteration 15Q: 3 clusters Score -434186.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -434195.906250 Penalty: 4063.377930
	Iteration 16Q: 3 clusters Score -434195.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -434212.562500 Penalty: 4063.377930
	Iteration 17Q: 3 clusters Score -434212.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -434225.968750 Penalty: 4063.377930
	Iteration 18Q: 3 clusters Score -434226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -434239.937500 Penalty: 4063.377930
	Iteration 19Q: 3 clusters Score -434239.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -434258.500000 Penalty: 4063.377930
	Iteration 20F: 3 clusters Score -434258.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -434288.093750 Penalty: 4063.377930
	Iteration 21Q: 3 clusters Score -434288.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -434323.687500 Penalty: 4063.377930
	Iteration 22Q: 3 clusters Score -434323.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -434364.500000 Penalty: 4063.377930
	Iteration 23Q: 3 clusters Score -434364.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -434407.000000 Penalty: 4063.377930
	Iteration 24Q: 3 clusters Score -434407 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -434458.687500 Penalty: 4063.377930
	Iteration 25Q: 3 clusters Score -434458.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -434523.906250 Penalty: 4063.377930
	Iteration 26Q: 3 clusters Score -434523.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -434591.656250 Penalty: 4063.377930
	Iteration 27Q: 3 clusters Score -434591.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -434677.812500 Penalty: 4063.377930
	Iteration 28Q: 3 clusters Score -434677.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -434761.593750 Penalty: 4063.377930
	Iteration 29Q: 3 clusters Score -434761.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -434840.093750 Penalty: 4063.377930
	Iteration 30Q: 3 clusters Score -434840.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -434903.218750 Penalty: 4063.377930
	Iteration 31Q: 3 clusters Score -434903.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -434949.343750 Penalty: 4063.377930
	Iteration 32Q: 3 clusters Score -434949.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -435001.531250 Penalty: 4063.377930
	Iteration 33Q: 3 clusters Score -435001.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -435058.312500 Penalty: 4063.377930
	Iteration 34Q: 3 clusters Score -435058.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -435092.406250 Penalty: 4063.377930
	Iteration 35Q: 3 clusters Score -435092.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -435117.906250 Penalty: 4063.377930
	Iteration 36Q: 3 clusters Score -435117.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -435134.468750 Penalty: 4063.377930
	Iteration 37Q: 3 clusters Score -435134.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -435148.531250 Penalty: 4063.377930
	Iteration 38Q: 3 clusters Score -435148.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -435158.437500 Penalty: 4063.377930
	Iteration 39Q: 3 clusters Score -435158.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -435166.718750 Penalty: 4063.377930
	Iteration 40F: 3 clusters Score -435166.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -435176.468750 Penalty: 4063.377930
	Iteration 41Q: 3 clusters Score -435176.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -435182.437500 Penalty: 4063.377930
	Iteration 42Q: 3 clusters Score -435182.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -435188.843750 Penalty: 4063.377930
	Iteration 43Q: 3 clusters Score -435188.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -435192.968750 Penalty: 4063.377930
	Iteration 44Q: 3 clusters Score -435193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -435195.000000 Penalty: 4063.377930
	Iteration 45Q: 3 clusters Score -435195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -435197.187500 Penalty: 4063.377930
	Iteration 46Q: 3 clusters Score -435197.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -435198.562500 Penalty: 4063.377930
	Iteration 47Q: 3 clusters Score -435198.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -435202.625000 Penalty: 4063.377930
	Iteration 48Q: 3 clusters Score -435202.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -435204.687500 Penalty: 4063.377930
	Iteration 49Q: 3 clusters Score -435204.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -435204.687500 Penalty: 4063.377930
	Iteration 50F: 3 clusters Score -435204.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -191510.750000 Penalty: 1832.765015
	Iteration 0F: 2 clusters Score -191510.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -189133.453125 Penalty: 3665.530029
	Iteration 0F: 3 clusters Score -189133.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -189498.296875 Penalty: 3665.530029
	Iteration 1F: 3 clusters Score -189498.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -189611.734375 Penalty: 3665.530029
	Iteration 2F: 3 clusters Score -189611.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -189664.515625 Penalty: 3665.530029
	Iteration 3Q: 3 clusters Score -189664.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -189698.687500 Penalty: 3665.530029
	Iteration 4Q: 3 clusters Score -189698.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -189720.859375 Penalty: 3665.530029
	Iteration 5Q: 3 clusters Score -189720.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -189738.906250 Penalty: 3665.530029
	Iteration 6Q: 3 clusters Score -189738.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -189752.515625 Penalty: 3665.530029
	Iteration 7Q: 3 clusters Score -189752.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -189764.156250 Penalty: 3665.530029
	Iteration 8Q: 3 clusters Score -189764.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -189770.859375 Penalty: 3665.530029
	Iteration 9Q: 3 clusters Score -189770.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -189776.687500 Penalty: 3665.530029
	Iteration 10Q: 3 clusters Score -189776.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -189781.812500 Penalty: 3665.530029
	Iteration 11Q: 3 clusters Score -189781.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -189784.937500 Penalty: 3665.530029
	Iteration 12Q: 3 clusters Score -189784.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -189785.515625 Penalty: 3665.530029
	Iteration 13Q: 3 clusters Score -189785.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -189785.515625 Penalty: 3665.530029
	Iteration 14F: 3 clusters Score -189785.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Entering Unmasked Estep 
Score: -174021.500000 Penalty: 1834.443359
	Iteration 0F: 2 clusters Score -174021.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -171666.765625 Penalty: 3668.886719
	Iteration 0F: 3 clusters Score -171666.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -172107.640625 Penalty: 3668.886719
	Iteration 1F: 3 clusters Score -172107.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -172325.281250 Penalty: 3668.886719
	Iteration 2F: 3 clusters Score -172325.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -172519.671875 Penalty: 3668.886719
	Iteration 3F: 3 clusters Score -172519.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -172727.312500 Penalty: 3668.886719
	Iteration 4F: 3 clusters Score -172727.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -173027.625000 Penalty: 3668.886719
	Iteration 5F: 3 clusters Score -173027.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -173533.906250 Penalty: 3668.886719
	Iteration 6F: 3 clusters Score -173533.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -173799.062500 Penalty: 3668.886719
	Iteration 7F: 3 clusters Score -173799.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -173908.640625 Penalty: 3668.886719
	Iteration 8Q: 3 clusters Score -173908.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -173984.734375 Penalty: 3668.886719
	Iteration 9Q: 3 clusters Score -173984.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -174029.156250 Penalty: 3668.886719
	Iteration 10Q: 3 clusters Score -174029.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -174061.921875 Penalty: 3668.886719
	Iteration 11Q: 3 clusters Score -174061.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -174092.203125 Penalty: 3668.886719
	Iteration 12Q: 3 clusters Score -174092.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -174121.828125 Penalty: 3668.886719
	Iteration 13Q: 3 clusters Score -174121.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -174160.906250 Penalty: 3668.886719
	Iteration 14Q: 3 clusters Score -174160.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -174182.468750 Penalty: 3668.886719
	Iteration 15Q: 3 clusters Score -174182.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -174199.796875 Penalty: 3668.886719
	Iteration 16Q: 3 clusters Score -174199.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -174218.125000 Penalty: 3668.886719
	Iteration 17Q: 3 clusters Score -174218.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -174226.015625 Penalty: 3668.886719
	Iteration 18Q: 3 clusters Score -174226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -174233.906250 Penalty: 3668.886719
	Iteration 19Q: 3 clusters Score -174233.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -174241.218750 Penalty: 3668.886719
	Iteration 20F: 3 clusters Score -174241.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -174245.125000 Penalty: 3668.886719
	Iteration 21Q: 3 clusters Score -174245.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -174248.265625 Penalty: 3668.886719
	Iteration 22Q: 3 clusters Score -174248.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -174249.828125 Penalty: 3668.886719
	Iteration 23Q: 3 clusters Score -174249.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -174251.578125 Penalty: 3668.886719
	Iteration 24Q: 3 clusters Score -174251.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -174251.578125 Penalty: 3668.886719
	Iteration 25F: 3 clusters Score -174251.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 228767 members 
Mstep: Class 3 contains 29962 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30729 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 1221 members 
Mstep: Class 12 contains 150061 members 
Mstep: Class 13 contains 39594 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58108 members 
Mstep: Class 17 contains 45174 members 
Mstep: Class 18 contains 26524 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17590 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
Score: -80043160.000000 Penalty: 79963.109375
Splitting cluster 6 changes total score from -80044352.000000 to -80043160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -167367.750000 Penalty: 1806.465454
	Iteration 0F: 2 clusters Score -167367.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -165096.468750 Penalty: 3612.930908
	Iteration 0F: 3 clusters Score -165096.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -165437.078125 Penalty: 3612.930908
	Iteration 1F: 3 clusters Score -165437.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -165522.375000 Penalty: 3612.930908
	Iteration 2F: 3 clusters Score -165522.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -165567.640625 Penalty: 3612.930908
	Iteration 3Q: 3 clusters Score -165567.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -165595.890625 Penalty: 3612.930908
	Iteration 4Q: 3 clusters Score -165595.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -165614.359375 Penalty: 3612.930908
	Iteration 5Q: 3 clusters Score -165614.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -165628.671875 Penalty: 3612.930908
	Iteration 6Q: 3 clusters Score -165628.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -165637.890625 Penalty: 3612.930908
	Iteration 7Q: 3 clusters Score -165637.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -165647.234375 Penalty: 3612.930908
	Iteration 8Q: 3 clusters Score -165647.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -165655.656250 Penalty: 3612.930908
	Iteration 9Q: 3 clusters Score -165655.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -165661.109375 Penalty: 3612.930908
	Iteration 10Q: 3 clusters Score -165661.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -165665.296875 Penalty: 3612.930908
	Iteration 11Q: 3 clusters Score -165665.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -165667.578125 Penalty: 3612.930908
	Iteration 12Q: 3 clusters Score -165667.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -165670.203125 Penalty: 3612.930908
	Iteration 13Q: 3 clusters Score -165670.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -165670.203125 Penalty: 3612.930908
	Iteration 14F: 3 clusters Score -165670.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Entering Unmasked Estep 
Score: -837631.000000 Penalty: 2190.626465
	Iteration 0F: 2 clusters Score -837631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -831906.875000 Penalty: 4381.252930
	Iteration 0F: 3 clusters Score -831906.9 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -833303.937500 Penalty: 4381.252930
	Iteration 1F: 3 clusters Score -833303.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -833518.875000 Penalty: 4381.252930
	Iteration 2F: 3 clusters Score -833518.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -833661.750000 Penalty: 4381.252930
	Iteration 3Q: 3 clusters Score -833661.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -833750.375000 Penalty: 4381.252930
	Iteration 4Q: 3 clusters Score -833750.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -833814.312500 Penalty: 4381.252930
	Iteration 5Q: 3 clusters Score -833814.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -833859.250000 Penalty: 4381.252930
	Iteration 6Q: 3 clusters Score -833859.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -833893.500000 Penalty: 4381.252930
	Iteration 7Q: 3 clusters Score -833893.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -833930.437500 Penalty: 4381.252930
	Iteration 8Q: 3 clusters Score -833930.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -833954.937500 Penalty: 4381.252930
	Iteration 9Q: 3 clusters Score -833954.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -833977.750000 Penalty: 4381.252930
	Iteration 10Q: 3 clusters Score -833977.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -834000.250000 Penalty: 4381.252930
	Iteration 11Q: 3 clusters Score -834000.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -834020.062500 Penalty: 4381.252930
	Iteration 12Q: 3 clusters Score -834020.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -834036.625000 Penalty: 4381.252930
	Iteration 13Q: 3 clusters Score -834036.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -834059.437500 Penalty: 4381.252930
	Iteration 14Q: 3 clusters Score -834059.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -834088.687500 Penalty: 4381.252930
	Iteration 15Q: 3 clusters Score -834088.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -834122.625000 Penalty: 4381.252930
	Iteration 16Q: 3 clusters Score -834122.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -834156.687500 Penalty: 4381.252930
	Iteration 17Q: 3 clusters Score -834156.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -834184.375000 Penalty: 4381.252930
	Iteration 18Q: 3 clusters Score -834184.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -834217.875000 Penalty: 4381.252930
	Iteration 19Q: 3 clusters Score -834217.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -834251.250000 Penalty: 4381.252930
	Iteration 20F: 3 clusters Score -834251.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -834281.875000 Penalty: 4381.252930
	Iteration 21Q: 3 clusters Score -834281.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -834315.125000 Penalty: 4381.252930
	Iteration 22Q: 3 clusters Score -834315.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -834353.687500 Penalty: 4381.252930
	Iteration 23Q: 3 clusters Score -834353.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -834410.312500 Penalty: 4381.252930
	Iteration 24Q: 3 clusters Score -834410.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -834484.062500 Penalty: 4381.252930
	Iteration 25Q: 3 clusters Score -834484.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -834579.062500 Penalty: 4381.252930
	Iteration 26Q: 3 clusters Score -834579.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -834685.625000 Penalty: 4381.252930
	Iteration 27Q: 3 clusters Score -834685.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -834809.250000 Penalty: 4381.252930
	Iteration 28Q: 3 clusters Score -834809.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -834927.312500 Penalty: 4381.252930
	Iteration 29Q: 3 clusters Score -834927.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -835048.187500 Penalty: 4381.252930
	Iteration 30Q: 3 clusters Score -835048.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -835175.625000 Penalty: 4381.252930
	Iteration 31Q: 3 clusters Score -835175.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -835270.500000 Penalty: 4381.252930
	Iteration 32Q: 3 clusters Score -835270.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -835352.000000 Penalty: 4381.252930
	Iteration 33Q: 3 clusters Score -835352 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -835417.437500 Penalty: 4381.252930
	Iteration 34Q: 3 clusters Score -835417.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -835467.125000 Penalty: 4381.252930
	Iteration 35Q: 3 clusters Score -835467.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -835518.250000 Penalty: 4381.252930
	Iteration 36Q: 3 clusters Score -835518.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -835555.375000 Penalty: 4381.252930
	Iteration 37Q: 3 clusters Score -835555.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -835581.250000 Penalty: 4381.252930
	Iteration 38Q: 3 clusters Score -835581.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -835607.250000 Penalty: 4381.252930
	Iteration 39Q: 3 clusters Score -835607.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -835618.875000 Penalty: 4381.252930
	Iteration 40F: 3 clusters Score -835618.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -835634.937500 Penalty: 4381.252930
	Iteration 41Q: 3 clusters Score -835634.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -835651.625000 Penalty: 4381.252930
	Iteration 42Q: 3 clusters Score -835651.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -835661.000000 Penalty: 4381.252930
	Iteration 43Q: 3 clusters Score -835661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -835666.875000 Penalty: 4381.252930
	Iteration 44Q: 3 clusters Score -835666.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -835674.687500 Penalty: 4381.252930
	Iteration 45Q: 3 clusters Score -835674.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -835679.812500 Penalty: 4381.252930
	Iteration 46Q: 3 clusters Score -835679.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -835681.562500 Penalty: 4381.252930
	Iteration 47Q: 3 clusters Score -835681.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -835688.187500 Penalty: 4381.252930
	Iteration 48Q: 3 clusters Score -835688.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -835696.312500 Penalty: 4381.252930
	Iteration 49Q: 3 clusters Score -835696.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -835697.250000 Penalty: 4381.252930
	Iteration 50Q: 3 clusters Score -835697.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -835701.500000 Penalty: 4381.252930
	Iteration 51Q: 3 clusters Score -835701.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -835702.687500 Penalty: 4381.252930
	Iteration 52Q: 3 clusters Score -835702.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -835702.875000 Penalty: 4381.252930
	Iteration 53Q: 3 clusters Score -835702.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -835707.562500 Penalty: 4381.252930
	Iteration 54Q: 3 clusters Score -835707.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -835709.125000 Penalty: 4381.252930
	Iteration 55Q: 3 clusters Score -835709.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -835711.187500 Penalty: 4381.252930
	Iteration 56Q: 3 clusters Score -835711.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -835711.312500 Penalty: 4381.252930
	Iteration 57Q: 3 clusters Score -835711.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -835712.250000 Penalty: 4381.252930
	Iteration 58Q: 3 clusters Score -835712.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -835713.187500 Penalty: 4381.252930
	Iteration 59Q: 3 clusters Score -835713.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -835714.750000 Penalty: 4381.252930
	Iteration 60F: 3 clusters Score -835714.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -835716.500000 Penalty: 4381.252930
	Iteration 61Q: 3 clusters Score -835716.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -835716.500000 Penalty: 4381.252930
	Iteration 62F: 3 clusters Score -835716.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Entering Unmasked Estep 
Score: -3711830.250000 Penalty: 2562.574707
	Iteration 0F: 2 clusters Score -3711830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -3690725.750000 Penalty: 5125.149414
	Iteration 0F: 3 clusters Score -3690726 nChanged 13874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -3698249.750000 Penalty: 5125.149414
	Iteration 1F: 3 clusters Score -3698250 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -3698760.000000 Penalty: 5125.149414
	Iteration 2Q: 3 clusters Score -3698760 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -3699314.500000 Penalty: 5125.149414
	Iteration 3Q: 3 clusters Score -3699314 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -3699869.000000 Penalty: 5125.149414
	Iteration 4Q: 3 clusters Score -3699869 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -3700478.750000 Penalty: 5125.149414
	Iteration 5Q: 3 clusters Score -3700479 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -3701155.500000 Penalty: 5125.149414
	Iteration 6Q: 3 clusters Score -3701156 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -3701962.750000 Penalty: 5125.149414
	Iteration 7Q: 3 clusters Score -3701963 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -3702901.750000 Penalty: 5125.149414
	Iteration 8Q: 3 clusters Score -3702902 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -3703987.750000 Penalty: 5125.149414
	Iteration 9F: 3 clusters Score -3703988 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -3705302.750000 Penalty: 5125.149414
	Iteration 10F: 3 clusters Score -3705303 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -3706430.750000 Penalty: 5125.149414
	Iteration 11F: 3 clusters Score -3706431 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -3707164.750000 Penalty: 5125.149414
	Iteration 12Q: 3 clusters Score -3707165 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -3707550.750000 Penalty: 5125.149414
	Iteration 13Q: 3 clusters Score -3707551 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -3707766.750000 Penalty: 5125.149414
	Iteration 14Q: 3 clusters Score -3707767 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -3707924.250000 Penalty: 5125.149414
	Iteration 15Q: 3 clusters Score -3707924 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -3708038.750000 Penalty: 5125.149414
	Iteration 16Q: 3 clusters Score -3708039 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -3708128.000000 Penalty: 5125.149414
	Iteration 17Q: 3 clusters Score -3708128 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -3708217.000000 Penalty: 5125.149414
	Iteration 18Q: 3 clusters Score -3708217 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -3708313.500000 Penalty: 5125.149414
	Iteration 19Q: 3 clusters Score -3708314 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -3708403.000000 Penalty: 5125.149414
	Iteration 20F: 3 clusters Score -3708403 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -3708486.500000 Penalty: 5125.149414
	Iteration 21Q: 3 clusters Score -3708486 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -3708529.000000 Penalty: 5125.149414
	Iteration 22Q: 3 clusters Score -3708529 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -3708607.750000 Penalty: 5125.149414
	Iteration 23Q: 3 clusters Score -3708608 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -3708669.000000 Penalty: 5125.149414
	Iteration 24Q: 3 clusters Score -3708669 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -3708725.250000 Penalty: 5125.149414
	Iteration 25Q: 3 clusters Score -3708725 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -3708766.000000 Penalty: 5125.149414
	Iteration 26Q: 3 clusters Score -3708766 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -3708792.500000 Penalty: 5125.149414
	Iteration 27Q: 3 clusters Score -3708792 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -3708839.750000 Penalty: 5125.149414
	Iteration 28Q: 3 clusters Score -3708840 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -3708875.250000 Penalty: 5125.149414
	Iteration 29Q: 3 clusters Score -3708875 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -3708910.250000 Penalty: 5125.149414
	Iteration 30Q: 3 clusters Score -3708910 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -3708952.000000 Penalty: 5125.149414
	Iteration 31Q: 3 clusters Score -3708952 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -3708994.250000 Penalty: 5125.149414
	Iteration 32Q: 3 clusters Score -3708994 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -3709014.750000 Penalty: 5125.149414
	Iteration 33Q: 3 clusters Score -3709015 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -3709051.500000 Penalty: 5125.149414
	Iteration 34Q: 3 clusters Score -3709052 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -3709094.750000 Penalty: 5125.149414
	Iteration 35Q: 3 clusters Score -3709095 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -3709122.500000 Penalty: 5125.149414
	Iteration 36Q: 3 clusters Score -3709122 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -3709145.500000 Penalty: 5125.149414
	Iteration 37Q: 3 clusters Score -3709146 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -3709177.500000 Penalty: 5125.149414
	Iteration 38Q: 3 clusters Score -3709178 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -3709222.750000 Penalty: 5125.149414
	Iteration 39Q: 3 clusters Score -3709223 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -3709235.500000 Penalty: 5125.149414
	Iteration 40F: 3 clusters Score -3709236 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -3709249.000000 Penalty: 5125.149414
	Iteration 41Q: 3 clusters Score -3709249 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -3709280.500000 Penalty: 5125.149414
	Iteration 42Q: 3 clusters Score -3709280 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -3709315.000000 Penalty: 5125.149414
	Iteration 43Q: 3 clusters Score -3709315 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -3709374.500000 Penalty: 5125.149414
	Iteration 44Q: 3 clusters Score -3709374 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -3709470.500000 Penalty: 5125.149414
	Iteration 45Q: 3 clusters Score -3709470 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -3709646.250000 Penalty: 5125.149414
	Iteration 46Q: 3 clusters Score -3709646 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -3709884.500000 Penalty: 5125.149414
	Iteration 47Q: 3 clusters Score -3709884 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -3710201.000000 Penalty: 5125.149414
	Iteration 48Q: 3 clusters Score -3710201 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -3710385.000000 Penalty: 5125.149414
	Iteration 49Q: 3 clusters Score -3710385 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -3710499.750000 Penalty: 5125.149414
	Iteration 50Q: 3 clusters Score -3710500 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -3710554.250000 Penalty: 5125.149414
	Iteration 51Q: 3 clusters Score -3710554 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -3710562.750000 Penalty: 5125.149414
	Iteration 52Q: 3 clusters Score -3710563 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -3710580.750000 Penalty: 5125.149414
	Iteration 53Q: 3 clusters Score -3710581 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -3710588.250000 Penalty: 5125.149414
	Iteration 54Q: 3 clusters Score -3710588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -3710580.500000 Penalty: 5125.149414
	Iteration 55Q: 3 clusters Score -3710580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -3710599.250000 Penalty: 5125.149414
	Iteration 56Q: 3 clusters Score -3710599 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -3710597.750000 Penalty: 5125.149414
	Iteration 57Q: 3 clusters Score -3710598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -3710597.500000 Penalty: 5125.149414
	Iteration 58Q: 3 clusters Score -3710598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -3710603.000000 Penalty: 5125.149414
	Iteration 59Q: 3 clusters Score -3710603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -3710602.750000 Penalty: 5125.149414
	Iteration 60F: 3 clusters Score -3710603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -3710613.000000 Penalty: 5125.149414
	Iteration 61Q: 3 clusters Score -3710613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -3710605.750000 Penalty: 5125.149414
	Iteration 62Q: 3 clusters Score -3710606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -3710605.750000 Penalty: 5125.149414
	Iteration 63Q: 3 clusters Score -3710606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -3710607.000000 Penalty: 5125.149414
	Iteration 64Q: 3 clusters Score -3710607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -3710605.000000 Penalty: 5125.149414
	Iteration 65Q: 3 clusters Score -3710605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -3710606.500000 Penalty: 5125.149414
	Iteration 66Q: 3 clusters Score -3710606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -3710608.250000 Penalty: 5125.149414
	Iteration 67Q: 3 clusters Score -3710608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -3710604.750000 Penalty: 5125.149414
	Iteration 68Q: 3 clusters Score -3710605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -3710604.750000 Penalty: 5125.149414
	Iteration 69F: 3 clusters Score -3710605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -67131.117188 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -67131.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -65523.070312 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -65523.07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -65709.179688 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -65709.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -65754.445312 Penalty: 3151.767578
	Iteration 2Q: 3 clusters Score -65754.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -65783.664062 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -65783.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -65795.023438 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -65795.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -65802.109375 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -65802.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65807.328125 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -65807.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65810.671875 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -65810.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65810.671875 Penalty: 3151.767578
	Iteration 8F: 3 clusters Score -65810.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (150061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150061 members 
Entering Unmasked Estep 
Score: -17904208.000000 Penalty: 2955.861816
	Iteration 0F: 2 clusters Score -1.790421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75373 members 
Mstep: Class 2 contains 74688 members 
Entering Unmasked Estep 
Score: -17806106.000000 Penalty: 5911.723633
	Iteration 0F: 3 clusters Score -1.780611e+07 nChanged 71602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81125 members 
Mstep: Class 2 contains 68936 members 
Entering Unmasked Estep 
Score: -17847586.000000 Penalty: 5911.723633
	Iteration 1F: 3 clusters Score -1.784759e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84383 members 
Mstep: Class 2 contains 65678 members 
Entering Unmasked Estep 
Score: -17849102.000000 Penalty: 5911.723633
	Iteration 2Q: 3 clusters Score -1.78491e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89318 members 
Mstep: Class 2 contains 60743 members 
Entering Unmasked Estep 
Score: -17851504.000000 Penalty: 5911.723633
	Iteration 3Q: 3 clusters Score -1.78515e+07 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96651 members 
Mstep: Class 2 contains 53410 members 
Entering Unmasked Estep 
Score: -17855760.000000 Penalty: 5911.723633
	Iteration 4F: 3 clusters Score -1.785576e+07 nChanged 10490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106827 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -17862840.000000 Penalty: 5911.723633
	Iteration 5F: 3 clusters Score -1.786284e+07 nChanged 12550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119219 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -17873454.000000 Penalty: 5911.723633
	Iteration 6F: 3 clusters Score -1.787345e+07 nChanged 12254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131411 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -17885176.000000 Penalty: 5911.723633
	Iteration 7F: 3 clusters Score -1.788518e+07 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140452 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -17893836.000000 Penalty: 5911.723633
	Iteration 8F: 3 clusters Score -1.789384e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145082 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -17898296.000000 Penalty: 5911.723633
	Iteration 9Q: 3 clusters Score -1.78983e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147044 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -17900296.000000 Penalty: 5911.723633
	Iteration 10Q: 3 clusters Score -1.79003e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147860 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -17901154.000000 Penalty: 5911.723633
	Iteration 11Q: 3 clusters Score -1.790115e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148235 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -17901556.000000 Penalty: 5911.723633
	Iteration 12Q: 3 clusters Score -1.790156e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148409 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -17901710.000000 Penalty: 5911.723633
	Iteration 13Q: 3 clusters Score -1.790171e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148528 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -17901830.000000 Penalty: 5911.723633
	Iteration 14Q: 3 clusters Score -1.790183e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148590 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -17901942.000000 Penalty: 5911.723633
	Iteration 15Q: 3 clusters Score -1.790194e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148637 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -17902028.000000 Penalty: 5911.723633
	Iteration 16Q: 3 clusters Score -1.790203e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148665 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -17902114.000000 Penalty: 5911.723633
	Iteration 17Q: 3 clusters Score -1.790211e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148685 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -17902142.000000 Penalty: 5911.723633
	Iteration 18Q: 3 clusters Score -1.790214e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148697 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -17902156.000000 Penalty: 5911.723633
	Iteration 19Q: 3 clusters Score -1.790216e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148711 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -17902198.000000 Penalty: 5911.723633
	Iteration 20F: 3 clusters Score -1.79022e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148708 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -17902230.000000 Penalty: 5911.723633
	Iteration 21Q: 3 clusters Score -1.790223e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148706 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -17902230.000000 Penalty: 5911.723633
	Iteration 22Q: 3 clusters Score -1.790223e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148704 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -17902238.000000 Penalty: 5911.723633
	Iteration 23Q: 3 clusters Score -1.790224e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148702 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -17902274.000000 Penalty: 5911.723633
	Iteration 24Q: 3 clusters Score -1.790227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148698 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -17902280.000000 Penalty: 5911.723633
	Iteration 25Q: 3 clusters Score -1.790228e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148694 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -17902260.000000 Penalty: 5911.723633
	Iteration 26Q: 3 clusters Score -1.790226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148691 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -17902266.000000 Penalty: 5911.723633
	Iteration 27Q: 3 clusters Score -1.790227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148691 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -17902270.000000 Penalty: 5911.723633
	Iteration 28Q: 3 clusters Score -1.790227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148690 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -17902276.000000 Penalty: 5911.723633
	Iteration 29Q: 3 clusters Score -1.790228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148690 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -17902270.000000 Penalty: 5911.723633
	Iteration 30Q: 3 clusters Score -1.790227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148690 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -17902268.000000 Penalty: 5911.723633
	Iteration 31Q: 3 clusters Score -1.790227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148690 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -17902266.000000 Penalty: 5911.723633
	Iteration 32Q: 3 clusters Score -1.790227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148691 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -17902262.000000 Penalty: 5911.723633
	Iteration 33Q: 3 clusters Score -1.790226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148693 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -17902274.000000 Penalty: 5911.723633
	Iteration 34Q: 3 clusters Score -1.790227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148693 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -17902274.000000 Penalty: 5911.723633
	Iteration 35Q: 3 clusters Score -1.790227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148695 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -17902268.000000 Penalty: 5911.723633
	Iteration 36Q: 3 clusters Score -1.790227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148699 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -17902242.000000 Penalty: 5911.723633
	Iteration 37Q: 3 clusters Score -1.790224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148701 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -17902250.000000 Penalty: 5911.723633
	Iteration 38Q: 3 clusters Score -1.790225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148704 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -17902246.000000 Penalty: 5911.723633
	Iteration 39Q: 3 clusters Score -1.790225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148707 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -17902252.000000 Penalty: 5911.723633
	Iteration 40F: 3 clusters Score -1.790225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148710 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -17902260.000000 Penalty: 5911.723633
	Iteration 41Q: 3 clusters Score -1.790226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148711 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -17902266.000000 Penalty: 5911.723633
	Iteration 42Q: 3 clusters Score -1.790227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148711 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -17902266.000000 Penalty: 5911.723633
	Iteration 43F: 3 clusters Score -1.790227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Entering Unmasked Estep 
Score: -4634697.000000 Penalty: 2625.435303
	Iteration 0F: 2 clusters Score -4634697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -4607813.000000 Penalty: 5250.870605
	Iteration 0F: 3 clusters Score -4607813 nChanged 18166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -4617696.500000 Penalty: 5250.870605
	Iteration 1F: 3 clusters Score -4617696 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -4618114.500000 Penalty: 5250.870605
	Iteration 2Q: 3 clusters Score -4618114 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -4618425.000000 Penalty: 5250.870605
	Iteration 3Q: 3 clusters Score -4618425 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -4618766.000000 Penalty: 5250.870605
	Iteration 4Q: 3 clusters Score -4618766 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -4619070.500000 Penalty: 5250.870605
	Iteration 5Q: 3 clusters Score -4619070 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -4619368.000000 Penalty: 5250.870605
	Iteration 6Q: 3 clusters Score -4619368 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -4619706.500000 Penalty: 5250.870605
	Iteration 7Q: 3 clusters Score -4619706 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -4620030.500000 Penalty: 5250.870605
	Iteration 8Q: 3 clusters Score -4620030 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -4620422.500000 Penalty: 5250.870605
	Iteration 9Q: 3 clusters Score -4620422 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -4620880.500000 Penalty: 5250.870605
	Iteration 10Q: 3 clusters Score -4620880 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -4621474.000000 Penalty: 5250.870605
	Iteration 11Q: 3 clusters Score -4621474 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -4622240.000000 Penalty: 5250.870605
	Iteration 12Q: 3 clusters Score -4622240 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -4622999.500000 Penalty: 5250.870605
	Iteration 13Q: 3 clusters Score -4623000 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -4623793.500000 Penalty: 5250.870605
	Iteration 14Q: 3 clusters Score -4623794 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -4624536.500000 Penalty: 5250.870605
	Iteration 15Q: 3 clusters Score -4624536 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -4625203.000000 Penalty: 5250.870605
	Iteration 16Q: 3 clusters Score -4625203 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -4625735.000000 Penalty: 5250.870605
	Iteration 17Q: 3 clusters Score -4625735 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -4626204.000000 Penalty: 5250.870605
	Iteration 18Q: 3 clusters Score -4626204 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -4626784.000000 Penalty: 5250.870605
	Iteration 19Q: 3 clusters Score -4626784 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -4627570.000000 Penalty: 5250.870605
	Iteration 20F: 3 clusters Score -4627570 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -4628680.500000 Penalty: 5250.870605
	Iteration 21Q: 3 clusters Score -4628680 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -4629678.500000 Penalty: 5250.870605
	Iteration 22Q: 3 clusters Score -4629678 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -4630329.000000 Penalty: 5250.870605
	Iteration 23Q: 3 clusters Score -4630329 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -4630752.000000 Penalty: 5250.870605
	Iteration 24Q: 3 clusters Score -4630752 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -4631019.500000 Penalty: 5250.870605
	Iteration 25Q: 3 clusters Score -4631020 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -4631245.500000 Penalty: 5250.870605
	Iteration 26Q: 3 clusters Score -4631246 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -4631406.000000 Penalty: 5250.870605
	Iteration 27Q: 3 clusters Score -4631406 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -4631492.000000 Penalty: 5250.870605
	Iteration 28Q: 3 clusters Score -4631492 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -4631592.000000 Penalty: 5250.870605
	Iteration 29Q: 3 clusters Score -4631592 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -4631670.500000 Penalty: 5250.870605
	Iteration 30Q: 3 clusters Score -4631670 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -4631731.500000 Penalty: 5250.870605
	Iteration 31Q: 3 clusters Score -4631732 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -4631782.000000 Penalty: 5250.870605
	Iteration 32Q: 3 clusters Score -4631782 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -4631824.000000 Penalty: 5250.870605
	Iteration 33Q: 3 clusters Score -4631824 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -4631860.500000 Penalty: 5250.870605
	Iteration 34Q: 3 clusters Score -4631860 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -4631889.000000 Penalty: 5250.870605
	Iteration 35Q: 3 clusters Score -4631889 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -4631912.000000 Penalty: 5250.870605
	Iteration 36Q: 3 clusters Score -4631912 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -4631933.000000 Penalty: 5250.870605
	Iteration 37Q: 3 clusters Score -4631933 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -4631960.000000 Penalty: 5250.870605
	Iteration 38Q: 3 clusters Score -4631960 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -4631993.000000 Penalty: 5250.870605
	Iteration 39Q: 3 clusters Score -4631993 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -4631997.000000 Penalty: 5250.870605
	Iteration 40F: 3 clusters Score -4631997 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -4632026.500000 Penalty: 5250.870605
	Iteration 41Q: 3 clusters Score -4632026 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -4632053.500000 Penalty: 5250.870605
	Iteration 42Q: 3 clusters Score -4632054 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -4632050.500000 Penalty: 5250.870605
	Iteration 43Q: 3 clusters Score -4632050 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -4632067.000000 Penalty: 5250.870605
	Iteration 44Q: 3 clusters Score -4632067 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -4632085.000000 Penalty: 5250.870605
	Iteration 45Q: 3 clusters Score -4632085 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -4632099.000000 Penalty: 5250.870605
	Iteration 46Q: 3 clusters Score -4632099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -4632093.500000 Penalty: 5250.870605
	Iteration 47Q: 3 clusters Score -4632094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -4632090.500000 Penalty: 5250.870605
	Iteration 48Q: 3 clusters Score -4632090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -4632107.000000 Penalty: 5250.870605
	Iteration 49Q: 3 clusters Score -4632107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -4632110.500000 Penalty: 5250.870605
	Iteration 50Q: 3 clusters Score -4632110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -4632116.000000 Penalty: 5250.870605
	Iteration 51Q: 3 clusters Score -4632116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -4632108.500000 Penalty: 5250.870605
	Iteration 52Q: 3 clusters Score -4632108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -4632108.500000 Penalty: 5250.870605
	Iteration 53Q: 3 clusters Score -4632108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -4632112.000000 Penalty: 5250.870605
	Iteration 54Q: 3 clusters Score -4632112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -4632105.500000 Penalty: 5250.870605
	Iteration 55Q: 3 clusters Score -4632106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -4632117.000000 Penalty: 5250.870605
	Iteration 56Q: 3 clusters Score -4632117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -4632120.500000 Penalty: 5250.870605
	Iteration 57Q: 3 clusters Score -4632120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -4632122.000000 Penalty: 5250.870605
	Iteration 58Q: 3 clusters Score -4632122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -4632116.500000 Penalty: 5250.870605
	Iteration 59Q: 3 clusters Score -4632116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -4632123.500000 Penalty: 5250.870605
	Iteration 60F: 3 clusters Score -4632124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -4632131.000000 Penalty: 5250.870605
	Iteration 61Q: 3 clusters Score -4632131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -4632125.500000 Penalty: 5250.870605
	Iteration 62Q: 3 clusters Score -4632126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -4632126.500000 Penalty: 5250.870605
	Iteration 63Q: 3 clusters Score -4632126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -4632126.000000 Penalty: 5250.870605
	Iteration 64Q: 3 clusters Score -4632126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -4632125.500000 Penalty: 5250.870605
	Iteration 65Q: 3 clusters Score -4632126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -4632127.000000 Penalty: 5250.870605
	Iteration 66Q: 3 clusters Score -4632127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -4632135.500000 Penalty: 5250.870605
	Iteration 67Q: 3 clusters Score -4632136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -4632138.000000 Penalty: 5250.870605
	Iteration 68Q: 3 clusters Score -4632138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -4632135.000000 Penalty: 5250.870605
	Iteration 69Q: 3 clusters Score -4632135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -4632133.500000 Penalty: 5250.870605
	Iteration 70Q: 3 clusters Score -4632134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -4632136.000000 Penalty: 5250.870605
	Iteration 71Q: 3 clusters Score -4632136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -4632139.000000 Penalty: 5250.870605
	Iteration 72Q: 3 clusters Score -4632139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -4632142.000000 Penalty: 5250.870605
	Iteration 73Q: 3 clusters Score -4632142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -4632146.000000 Penalty: 5250.870605
	Iteration 74Q: 3 clusters Score -4632146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -4632142.000000 Penalty: 5250.870605
	Iteration 75Q: 3 clusters Score -4632142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -4632150.500000 Penalty: 5250.870605
	Iteration 76Q: 3 clusters Score -4632150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -4632148.000000 Penalty: 5250.870605
	Iteration 77Q: 3 clusters Score -4632148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -4632146.000000 Penalty: 5250.870605
	Iteration 78Q: 3 clusters Score -4632146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -4632147.500000 Penalty: 5250.870605
	Iteration 79Q: 3 clusters Score -4632148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -4632147.500000 Penalty: 5250.870605
	Iteration 80F: 3 clusters Score -4632148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -4632142.000000 Penalty: 5250.870605
	Iteration 81Q: 3 clusters Score -4632142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -4632143.000000 Penalty: 5250.870605
	Iteration 82Q: 3 clusters Score -4632143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -4632147.000000 Penalty: 5250.870605
	Iteration 83Q: 3 clusters Score -4632147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -4632141.000000 Penalty: 5250.870605
	Iteration 84Q: 3 clusters Score -4632141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -4632143.500000 Penalty: 5250.870605
	Iteration 85Q: 3 clusters Score -4632144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -4632141.000000 Penalty: 5250.870605
	Iteration 86Q: 3 clusters Score -4632141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -4632138.500000 Penalty: 5250.870605
	Iteration 87Q: 3 clusters Score -4632138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -4632139.500000 Penalty: 5250.870605
	Iteration 88Q: 3 clusters Score -4632140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -4632134.500000 Penalty: 5250.870605
	Iteration 89Q: 3 clusters Score -4632134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -4632144.000000 Penalty: 5250.870605
	Iteration 90Q: 3 clusters Score -4632144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -4632147.500000 Penalty: 5250.870605
	Iteration 91Q: 3 clusters Score -4632148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -4632143.000000 Penalty: 5250.870605
	Iteration 92Q: 3 clusters Score -4632143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -4632141.000000 Penalty: 5250.870605
	Iteration 93Q: 3 clusters Score -4632141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -4632140.500000 Penalty: 5250.870605
	Iteration 94Q: 3 clusters Score -4632140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -4632132.000000 Penalty: 5250.870605
	Iteration 95Q: 3 clusters Score -4632132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -4632137.500000 Penalty: 5250.870605
	Iteration 96Q: 3 clusters Score -4632138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -4632135.000000 Penalty: 5250.870605
	Iteration 97Q: 3 clusters Score -4632135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -4632140.500000 Penalty: 5250.870605
	Iteration 98Q: 3 clusters Score -4632140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -4632136.000000 Penalty: 5250.870605
	Iteration 99Q: 3 clusters Score -4632136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -4632138.000000 Penalty: 5250.870605
	Iteration 100F: 3 clusters Score -4632138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -4632142.500000 Penalty: 5250.870605
	Iteration 101Q: 3 clusters Score -4632142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -4632138.500000 Penalty: 5250.870605
	Iteration 102Q: 3 clusters Score -4632138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -4632152.000000 Penalty: 5250.870605
	Iteration 103Q: 3 clusters Score -4632152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -4632154.000000 Penalty: 5250.870605
	Iteration 104Q: 3 clusters Score -4632154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -4632155.500000 Penalty: 5250.870605
	Iteration 105Q: 3 clusters Score -4632156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -4632170.000000 Penalty: 5250.870605
	Iteration 106Q: 3 clusters Score -4632170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -4632157.000000 Penalty: 5250.870605
	Iteration 107Q: 3 clusters Score -4632157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -4632159.500000 Penalty: 5250.870605
	Iteration 108Q: 3 clusters Score -4632160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -4632170.500000 Penalty: 5250.870605
	Iteration 109Q: 3 clusters Score -4632170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -4632170.500000 Penalty: 5250.870605
	Iteration 110Q: 3 clusters Score -4632170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -4632166.000000 Penalty: 5250.870605
	Iteration 111Q: 3 clusters Score -4632166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -4632172.500000 Penalty: 5250.870605
	Iteration 112Q: 3 clusters Score -4632172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -4632168.500000 Penalty: 5250.870605
	Iteration 113Q: 3 clusters Score -4632168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -4632179.000000 Penalty: 5250.870605
	Iteration 114Q: 3 clusters Score -4632179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -4632178.500000 Penalty: 5250.870605
	Iteration 115Q: 3 clusters Score -4632178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -4632178.500000 Penalty: 5250.870605
	Iteration 116Q: 3 clusters Score -4632178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -4632173.000000 Penalty: 5250.870605
	Iteration 117Q: 3 clusters Score -4632173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -4632176.000000 Penalty: 5250.870605
	Iteration 118Q: 3 clusters Score -4632176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -4632182.500000 Penalty: 5250.870605
	Iteration 119Q: 3 clusters Score -4632182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -4632176.500000 Penalty: 5250.870605
	Iteration 120F: 3 clusters Score -4632176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -4632183.500000 Penalty: 5250.870605
	Iteration 121Q: 3 clusters Score -4632184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -4632188.500000 Penalty: 5250.870605
	Iteration 122Q: 3 clusters Score -4632188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -4632193.000000 Penalty: 5250.870605
	Iteration 123Q: 3 clusters Score -4632193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -4632198.500000 Penalty: 5250.870605
	Iteration 124Q: 3 clusters Score -4632198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -4632194.500000 Penalty: 5250.870605
	Iteration 125Q: 3 clusters Score -4632194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -4632196.000000 Penalty: 5250.870605
	Iteration 126Q: 3 clusters Score -4632196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -4632195.000000 Penalty: 5250.870605
	Iteration 127Q: 3 clusters Score -4632195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -4632197.000000 Penalty: 5250.870605
	Iteration 128Q: 3 clusters Score -4632197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -4632192.000000 Penalty: 5250.870605
	Iteration 129Q: 3 clusters Score -4632192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -4632192.000000 Penalty: 5250.870605
	Iteration 130Q: 3 clusters Score -4632192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -4632194.000000 Penalty: 5250.870605
	Iteration 131Q: 3 clusters Score -4632194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -4632188.000000 Penalty: 5250.870605
	Iteration 132Q: 3 clusters Score -4632188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -4632185.000000 Penalty: 5250.870605
	Iteration 133Q: 3 clusters Score -4632185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -4632185.000000 Penalty: 5250.870605
	Iteration 134Q: 3 clusters Score -4632185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -4632187.500000 Penalty: 5250.870605
	Iteration 135Q: 3 clusters Score -4632188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -4632189.000000 Penalty: 5250.870605
	Iteration 136Q: 3 clusters Score -4632189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -4632189.000000 Penalty: 5250.870605
	Iteration 137Q: 3 clusters Score -4632189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -4632193.000000 Penalty: 5250.870605
	Iteration 138Q: 3 clusters Score -4632193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -4632193.000000 Penalty: 5250.870605
	Iteration 139F: 3 clusters Score -4632193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Entering Unmasked Estep 
Score: -210713.703125 Penalty: 1862.179199
	Iteration 0F: 2 clusters Score -210713.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -208229.453125 Penalty: 3724.358398
	Iteration 0F: 3 clusters Score -208229.5 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -208638.359375 Penalty: 3724.358398
	Iteration 1F: 3 clusters Score -208638.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -208751.562500 Penalty: 3724.358398
	Iteration 2F: 3 clusters Score -208751.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -208816.468750 Penalty: 3724.358398
	Iteration 3Q: 3 clusters Score -208816.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -208846.281250 Penalty: 3724.358398
	Iteration 4Q: 3 clusters Score -208846.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -208880.875000 Penalty: 3724.358398
	Iteration 5Q: 3 clusters Score -208880.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -208905.640625 Penalty: 3724.358398
	Iteration 6Q: 3 clusters Score -208905.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -208923.421875 Penalty: 3724.358398
	Iteration 7Q: 3 clusters Score -208923.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -208944.859375 Penalty: 3724.358398
	Iteration 8Q: 3 clusters Score -208944.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -208961.343750 Penalty: 3724.358398
	Iteration 9Q: 3 clusters Score -208961.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -208979.187500 Penalty: 3724.358398
	Iteration 10Q: 3 clusters Score -208979.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -208998.578125 Penalty: 3724.358398
	Iteration 11Q: 3 clusters Score -208998.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -209033.531250 Penalty: 3724.358398
	Iteration 12Q: 3 clusters Score -209033.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -209069.843750 Penalty: 3724.358398
	Iteration 13Q: 3 clusters Score -209069.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -209117.734375 Penalty: 3724.358398
	Iteration 14Q: 3 clusters Score -209117.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -209199.750000 Penalty: 3724.358398
	Iteration 15Q: 3 clusters Score -209199.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -209284.156250 Penalty: 3724.358398
	Iteration 16Q: 3 clusters Score -209284.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -209372.312500 Penalty: 3724.358398
	Iteration 17Q: 3 clusters Score -209372.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -209459.734375 Penalty: 3724.358398
	Iteration 18Q: 3 clusters Score -209459.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -209512.937500 Penalty: 3724.358398
	Iteration 19Q: 3 clusters Score -209512.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -209556.734375 Penalty: 3724.358398
	Iteration 20F: 3 clusters Score -209556.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -209583.015625 Penalty: 3724.358398
	Iteration 21Q: 3 clusters Score -209583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -209597.359375 Penalty: 3724.358398
	Iteration 22Q: 3 clusters Score -209597.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -209607.625000 Penalty: 3724.358398
	Iteration 23Q: 3 clusters Score -209607.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -209618.781250 Penalty: 3724.358398
	Iteration 24Q: 3 clusters Score -209618.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -209623.250000 Penalty: 3724.358398
	Iteration 25Q: 3 clusters Score -209623.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -209628.906250 Penalty: 3724.358398
	Iteration 26Q: 3 clusters Score -209628.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -209630.906250 Penalty: 3724.358398
	Iteration 27Q: 3 clusters Score -209630.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -209630.906250 Penalty: 3724.358398
	Iteration 28F: 3 clusters Score -209630.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Entering Unmasked Estep 
Score: -599845.500000 Penalty: 2123.749023
	Iteration 0F: 2 clusters Score -599845.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -595179.937500 Penalty: 4247.498047
	Iteration 0F: 3 clusters Score -595179.9 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -596408.000000 Penalty: 4247.498047
	Iteration 1F: 3 clusters Score -596408 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -596928.125000 Penalty: 4247.498047
	Iteration 2F: 3 clusters Score -596928.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -597435.125000 Penalty: 4247.498047
	Iteration 3F: 3 clusters Score -597435.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -597863.562500 Penalty: 4247.498047
	Iteration 4F: 3 clusters Score -597863.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -598182.187500 Penalty: 4247.498047
	Iteration 5F: 3 clusters Score -598182.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -598393.500000 Penalty: 4247.498047
	Iteration 6F: 3 clusters Score -598393.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -598510.562500 Penalty: 4247.498047
	Iteration 7Q: 3 clusters Score -598510.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -598576.187500 Penalty: 4247.498047
	Iteration 8Q: 3 clusters Score -598576.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -598628.875000 Penalty: 4247.498047
	Iteration 9Q: 3 clusters Score -598628.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -598661.687500 Penalty: 4247.498047
	Iteration 10Q: 3 clusters Score -598661.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -598684.062500 Penalty: 4247.498047
	Iteration 11Q: 3 clusters Score -598684.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -598701.562500 Penalty: 4247.498047
	Iteration 12Q: 3 clusters Score -598701.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -598715.000000 Penalty: 4247.498047
	Iteration 13Q: 3 clusters Score -598715 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -598725.062500 Penalty: 4247.498047
	Iteration 14Q: 3 clusters Score -598725.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -598731.187500 Penalty: 4247.498047
	Iteration 15Q: 3 clusters Score -598731.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -598736.062500 Penalty: 4247.498047
	Iteration 16Q: 3 clusters Score -598736.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -598740.812500 Penalty: 4247.498047
	Iteration 17Q: 3 clusters Score -598740.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -598744.625000 Penalty: 4247.498047
	Iteration 18Q: 3 clusters Score -598744.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -598749.500000 Penalty: 4247.498047
	Iteration 19Q: 3 clusters Score -598749.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -598751.000000 Penalty: 4247.498047
	Iteration 20F: 3 clusters Score -598751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -598752.875000 Penalty: 4247.498047
	Iteration 21Q: 3 clusters Score -598752.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -598755.250000 Penalty: 4247.498047
	Iteration 22Q: 3 clusters Score -598755.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -598757.937500 Penalty: 4247.498047
	Iteration 23Q: 3 clusters Score -598757.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -598761.562500 Penalty: 4247.498047
	Iteration 24Q: 3 clusters Score -598761.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -598764.375000 Penalty: 4247.498047
	Iteration 25Q: 3 clusters Score -598764.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -598765.437500 Penalty: 4247.498047
	Iteration 26Q: 3 clusters Score -598765.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -598767.062500 Penalty: 4247.498047
	Iteration 27Q: 3 clusters Score -598767.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -598769.187500 Penalty: 4247.498047
	Iteration 28Q: 3 clusters Score -598769.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -598770.250000 Penalty: 4247.498047
	Iteration 29Q: 3 clusters Score -598770.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -598771.562500 Penalty: 4247.498047
	Iteration 30Q: 3 clusters Score -598771.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -598770.125000 Penalty: 4247.498047
	Iteration 31Q: 3 clusters Score -598770.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -598771.187500 Penalty: 4247.498047
	Iteration 32Q: 3 clusters Score -598771.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -598771.812500 Penalty: 4247.498047
	Iteration 33Q: 3 clusters Score -598771.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -598771.812500 Penalty: 4247.498047
	Iteration 34F: 3 clusters Score -598771.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (58108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Entering Unmasked Estep 
Score: -6982188.500000 Penalty: 2720.574463
	Iteration 0F: 2 clusters Score -6982188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -6943080.000000 Penalty: 5441.148926
	Iteration 0F: 3 clusters Score -6943080 nChanged 27117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -6958453.500000 Penalty: 5441.148926
	Iteration 1F: 3 clusters Score -6958454 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -6959540.000000 Penalty: 5441.148926
	Iteration 2Q: 3 clusters Score -6959540 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -6960914.000000 Penalty: 5441.148926
	Iteration 3Q: 3 clusters Score -6960914 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -6962644.500000 Penalty: 5441.148926
	Iteration 4F: 3 clusters Score -6962644 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -6964842.000000 Penalty: 5441.148926
	Iteration 5F: 3 clusters Score -6964842 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -6967619.000000 Penalty: 5441.148926
	Iteration 6F: 3 clusters Score -6967619 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -6970362.000000 Penalty: 5441.148926
	Iteration 7F: 3 clusters Score -6970362 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -6972345.500000 Penalty: 5441.148926
	Iteration 8F: 3 clusters Score -6972346 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -6973335.000000 Penalty: 5441.148926
	Iteration 9Q: 3 clusters Score -6973335 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -6973777.500000 Penalty: 5441.148926
	Iteration 10Q: 3 clusters Score -6973778 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -6974009.000000 Penalty: 5441.148926
	Iteration 11Q: 3 clusters Score -6974009 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -6974137.000000 Penalty: 5441.148926
	Iteration 12Q: 3 clusters Score -6974137 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -6974324.000000 Penalty: 5441.148926
	Iteration 13Q: 3 clusters Score -6974324 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -6974449.000000 Penalty: 5441.148926
	Iteration 14Q: 3 clusters Score -6974449 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -6974534.000000 Penalty: 5441.148926
	Iteration 15Q: 3 clusters Score -6974534 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -6974673.000000 Penalty: 5441.148926
	Iteration 16Q: 3 clusters Score -6974673 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -6974780.000000 Penalty: 5441.148926
	Iteration 17Q: 3 clusters Score -6974780 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -6974896.500000 Penalty: 5441.148926
	Iteration 18Q: 3 clusters Score -6974896 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -6974989.500000 Penalty: 5441.148926
	Iteration 19Q: 3 clusters Score -6974990 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -6975088.500000 Penalty: 5441.148926
	Iteration 20F: 3 clusters Score -6975088 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -6975202.000000 Penalty: 5441.148926
	Iteration 21Q: 3 clusters Score -6975202 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -6975286.500000 Penalty: 5441.148926
	Iteration 22Q: 3 clusters Score -6975286 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -6975367.000000 Penalty: 5441.148926
	Iteration 23Q: 3 clusters Score -6975367 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -6975492.000000 Penalty: 5441.148926
	Iteration 24Q: 3 clusters Score -6975492 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -6975597.000000 Penalty: 5441.148926
	Iteration 25Q: 3 clusters Score -6975597 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -6975683.500000 Penalty: 5441.148926
	Iteration 26Q: 3 clusters Score -6975684 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -6975813.000000 Penalty: 5441.148926
	Iteration 27Q: 3 clusters Score -6975813 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -6975951.500000 Penalty: 5441.148926
	Iteration 28Q: 3 clusters Score -6975952 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -6976079.000000 Penalty: 5441.148926
	Iteration 29Q: 3 clusters Score -6976079 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -6976198.000000 Penalty: 5441.148926
	Iteration 30Q: 3 clusters Score -6976198 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -6976338.500000 Penalty: 5441.148926
	Iteration 31Q: 3 clusters Score -6976338 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -6976463.000000 Penalty: 5441.148926
	Iteration 32Q: 3 clusters Score -6976463 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -6976611.000000 Penalty: 5441.148926
	Iteration 33Q: 3 clusters Score -6976611 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -6976770.000000 Penalty: 5441.148926
	Iteration 34Q: 3 clusters Score -6976770 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -6976935.500000 Penalty: 5441.148926
	Iteration 35Q: 3 clusters Score -6976936 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -6977120.000000 Penalty: 5441.148926
	Iteration 36Q: 3 clusters Score -6977120 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -6977319.500000 Penalty: 5441.148926
	Iteration 37Q: 3 clusters Score -6977320 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -6977503.000000 Penalty: 5441.148926
	Iteration 38Q: 3 clusters Score -6977503 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -6977642.500000 Penalty: 5441.148926
	Iteration 39Q: 3 clusters Score -6977642 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -6977797.500000 Penalty: 5441.148926
	Iteration 40F: 3 clusters Score -6977798 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -6977979.500000 Penalty: 5441.148926
	Iteration 41Q: 3 clusters Score -6977980 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -6978171.500000 Penalty: 5441.148926
	Iteration 42Q: 3 clusters Score -6978172 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -6978336.500000 Penalty: 5441.148926
	Iteration 43Q: 3 clusters Score -6978336 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -6978498.000000 Penalty: 5441.148926
	Iteration 44Q: 3 clusters Score -6978498 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -6978659.000000 Penalty: 5441.148926
	Iteration 45Q: 3 clusters Score -6978659 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52340 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -6978830.000000 Penalty: 5441.148926
	Iteration 46Q: 3 clusters Score -6978830 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -6978992.500000 Penalty: 5441.148926
	Iteration 47Q: 3 clusters Score -6978992 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -6979099.500000 Penalty: 5441.148926
	Iteration 48Q: 3 clusters Score -6979100 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53548 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -6979211.000000 Penalty: 5441.148926
	Iteration 49Q: 3 clusters Score -6979211 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53911 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -6979326.000000 Penalty: 5441.148926
	Iteration 50Q: 3 clusters Score -6979326 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -6979433.500000 Penalty: 5441.148926
	Iteration 51Q: 3 clusters Score -6979434 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -6979544.500000 Penalty: 5441.148926
	Iteration 52Q: 3 clusters Score -6979544 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -6979624.500000 Penalty: 5441.148926
	Iteration 53Q: 3 clusters Score -6979624 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54956 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -6979696.000000 Penalty: 5441.148926
	Iteration 54Q: 3 clusters Score -6979696 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -6979752.500000 Penalty: 5441.148926
	Iteration 55Q: 3 clusters Score -6979752 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -6979792.500000 Penalty: 5441.148926
	Iteration 56Q: 3 clusters Score -6979792 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55457 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -6979808.000000 Penalty: 5441.148926
	Iteration 57Q: 3 clusters Score -6979808 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -6979820.500000 Penalty: 5441.148926
	Iteration 58Q: 3 clusters Score -6979820 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55680 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -6979843.000000 Penalty: 5441.148926
	Iteration 59Q: 3 clusters Score -6979843 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55770 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -6979880.500000 Penalty: 5441.148926
	Iteration 60F: 3 clusters Score -6979880 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55849 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -6979889.500000 Penalty: 5441.148926
	Iteration 61Q: 3 clusters Score -6979890 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -6979903.500000 Penalty: 5441.148926
	Iteration 62Q: 3 clusters Score -6979904 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55994 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -6979929.000000 Penalty: 5441.148926
	Iteration 63Q: 3 clusters Score -6979929 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -6979951.500000 Penalty: 5441.148926
	Iteration 64Q: 3 clusters Score -6979952 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56137 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -6979963.000000 Penalty: 5441.148926
	Iteration 65Q: 3 clusters Score -6979963 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -6979977.500000 Penalty: 5441.148926
	Iteration 66Q: 3 clusters Score -6979978 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6979987.500000 Penalty: 5441.148926
	Iteration 67Q: 3 clusters Score -6979988 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -6979993.000000 Penalty: 5441.148926
	Iteration 68Q: 3 clusters Score -6979993 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -6980020.000000 Penalty: 5441.148926
	Iteration 69Q: 3 clusters Score -6980020 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6980024.000000 Penalty: 5441.148926
	Iteration 70Q: 3 clusters Score -6980024 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6980043.500000 Penalty: 5441.148926
	Iteration 71Q: 3 clusters Score -6980044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6980058.500000 Penalty: 5441.148926
	Iteration 72Q: 3 clusters Score -6980058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56493 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6980052.000000 Penalty: 5441.148926
	Iteration 73Q: 3 clusters Score -6980052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56509 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6980046.500000 Penalty: 5441.148926
	Iteration 74Q: 3 clusters Score -6980046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56522 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -6980053.500000 Penalty: 5441.148926
	Iteration 75Q: 3 clusters Score -6980054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56536 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6980051.000000 Penalty: 5441.148926
	Iteration 76Q: 3 clusters Score -6980051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56552 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -6980058.500000 Penalty: 5441.148926
	Iteration 77Q: 3 clusters Score -6980058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56568 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -6980058.000000 Penalty: 5441.148926
	Iteration 78Q: 3 clusters Score -6980058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56578 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6980058.500000 Penalty: 5441.148926
	Iteration 79Q: 3 clusters Score -6980058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56588 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6980066.500000 Penalty: 5441.148926
	Iteration 80F: 3 clusters Score -6980066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56602 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -6980070.500000 Penalty: 5441.148926
	Iteration 81Q: 3 clusters Score -6980070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56616 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -6980079.000000 Penalty: 5441.148926
	Iteration 82Q: 3 clusters Score -6980079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56627 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6980082.000000 Penalty: 5441.148926
	Iteration 83Q: 3 clusters Score -6980082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56638 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6980094.000000 Penalty: 5441.148926
	Iteration 84Q: 3 clusters Score -6980094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56646 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -6980093.500000 Penalty: 5441.148926
	Iteration 85Q: 3 clusters Score -6980094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6980100.000000 Penalty: 5441.148926
	Iteration 86Q: 3 clusters Score -6980100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6980103.500000 Penalty: 5441.148926
	Iteration 87Q: 3 clusters Score -6980104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -6980096.000000 Penalty: 5441.148926
	Iteration 88Q: 3 clusters Score -6980096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -6980104.500000 Penalty: 5441.148926
	Iteration 89Q: 3 clusters Score -6980104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56692 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6980109.000000 Penalty: 5441.148926
	Iteration 90Q: 3 clusters Score -6980109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56697 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6980113.500000 Penalty: 5441.148926
	Iteration 91Q: 3 clusters Score -6980114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56704 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -6980107.000000 Penalty: 5441.148926
	Iteration 92Q: 3 clusters Score -6980107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6980107.000000 Penalty: 5441.148926
	Iteration 93Q: 3 clusters Score -6980107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56719 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6980107.000000 Penalty: 5441.148926
	Iteration 94Q: 3 clusters Score -6980107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56723 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -6980109.000000 Penalty: 5441.148926
	Iteration 95Q: 3 clusters Score -6980109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -6980106.500000 Penalty: 5441.148926
	Iteration 96Q: 3 clusters Score -6980106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56726 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6980108.500000 Penalty: 5441.148926
	Iteration 97Q: 3 clusters Score -6980108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56726 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6980108.500000 Penalty: 5441.148926
	Iteration 98F: 3 clusters Score -6980108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Entering Unmasked Estep 
Score: -5457672.000000 Penalty: 2658.132812
	Iteration 0F: 2 clusters Score -5457672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -5427102.500000 Penalty: 5316.265625
	Iteration 0F: 3 clusters Score -5427102 nChanged 20823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -5438545.500000 Penalty: 5316.265625
	Iteration 1F: 3 clusters Score -5438546 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -5439036.000000 Penalty: 5316.265625
	Iteration 2Q: 3 clusters Score -5439036 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -5439413.500000 Penalty: 5316.265625
	Iteration 3Q: 3 clusters Score -5439414 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -5439833.500000 Penalty: 5316.265625
	Iteration 4Q: 3 clusters Score -5439834 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -5440311.500000 Penalty: 5316.265625
	Iteration 5Q: 3 clusters Score -5440312 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -5440834.000000 Penalty: 5316.265625
	Iteration 6Q: 3 clusters Score -5440834 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -5441640.500000 Penalty: 5316.265625
	Iteration 7Q: 3 clusters Score -5441640 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -5442875.500000 Penalty: 5316.265625
	Iteration 8Q: 3 clusters Score -5442876 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -5444627.000000 Penalty: 5316.265625
	Iteration 9F: 3 clusters Score -5444627 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -5446915.500000 Penalty: 5316.265625
	Iteration 10F: 3 clusters Score -5446916 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -5449259.000000 Penalty: 5316.265625
	Iteration 11F: 3 clusters Score -5449259 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -5451374.000000 Penalty: 5316.265625
	Iteration 12F: 3 clusters Score -5451374 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -5452981.500000 Penalty: 5316.265625
	Iteration 13Q: 3 clusters Score -5452982 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -5453941.000000 Penalty: 5316.265625
	Iteration 14Q: 3 clusters Score -5453941 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -5454549.500000 Penalty: 5316.265625
	Iteration 15Q: 3 clusters Score -5454550 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -5454898.000000 Penalty: 5316.265625
	Iteration 16Q: 3 clusters Score -5454898 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -5455090.000000 Penalty: 5316.265625
	Iteration 17Q: 3 clusters Score -5455090 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -5455223.000000 Penalty: 5316.265625
	Iteration 18Q: 3 clusters Score -5455223 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -5455306.500000 Penalty: 5316.265625
	Iteration 19Q: 3 clusters Score -5455306 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -5455378.500000 Penalty: 5316.265625
	Iteration 20F: 3 clusters Score -5455378 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -5455419.500000 Penalty: 5316.265625
	Iteration 21Q: 3 clusters Score -5455420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -5455437.500000 Penalty: 5316.265625
	Iteration 22Q: 3 clusters Score -5455438 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -5455449.500000 Penalty: 5316.265625
	Iteration 23Q: 3 clusters Score -5455450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -5455465.500000 Penalty: 5316.265625
	Iteration 24Q: 3 clusters Score -5455466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -5455481.500000 Penalty: 5316.265625
	Iteration 25Q: 3 clusters Score -5455482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -5455482.000000 Penalty: 5316.265625
	Iteration 26Q: 3 clusters Score -5455482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -5455481.000000 Penalty: 5316.265625
	Iteration 27Q: 3 clusters Score -5455481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -5455493.000000 Penalty: 5316.265625
	Iteration 28Q: 3 clusters Score -5455493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -5455495.000000 Penalty: 5316.265625
	Iteration 29Q: 3 clusters Score -5455495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -5455501.500000 Penalty: 5316.265625
	Iteration 30Q: 3 clusters Score -5455502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -5455497.500000 Penalty: 5316.265625
	Iteration 31Q: 3 clusters Score -5455498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -5455498.500000 Penalty: 5316.265625
	Iteration 32Q: 3 clusters Score -5455498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -5455498.000000 Penalty: 5316.265625
	Iteration 33Q: 3 clusters Score -5455498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -5455501.000000 Penalty: 5316.265625
	Iteration 34Q: 3 clusters Score -5455501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -5455504.000000 Penalty: 5316.265625
	Iteration 35Q: 3 clusters Score -5455504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -5455509.500000 Penalty: 5316.265625
	Iteration 36Q: 3 clusters Score -5455510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -5455505.000000 Penalty: 5316.265625
	Iteration 37Q: 3 clusters Score -5455505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -5455505.000000 Penalty: 5316.265625
	Iteration 38F: 3 clusters Score -5455505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Entering Unmasked Estep 
Score: -3167521.000000 Penalty: 2526.079834
	Iteration 0F: 2 clusters Score -3167521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3149314.500000 Penalty: 5052.159668
	Iteration 0F: 3 clusters Score -3149314 nChanged 11797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -3155444.000000 Penalty: 5052.159668
	Iteration 1F: 3 clusters Score -3155444 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -3155854.750000 Penalty: 5052.159668
	Iteration 2Q: 3 clusters Score -3155855 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -3156352.500000 Penalty: 5052.159668
	Iteration 3Q: 3 clusters Score -3156352 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -3156992.000000 Penalty: 5052.159668
	Iteration 4F: 3 clusters Score -3156992 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -3157982.250000 Penalty: 5052.159668
	Iteration 5F: 3 clusters Score -3157982 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -3159404.000000 Penalty: 5052.159668
	Iteration 6F: 3 clusters Score -3159404 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -3161152.000000 Penalty: 5052.159668
	Iteration 7F: 3 clusters Score -3161152 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -3162806.750000 Penalty: 5052.159668
	Iteration 8F: 3 clusters Score -3162807 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -3164047.000000 Penalty: 5052.159668
	Iteration 9F: 3 clusters Score -3164047 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -3164777.750000 Penalty: 5052.159668
	Iteration 10Q: 3 clusters Score -3164778 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -3165239.500000 Penalty: 5052.159668
	Iteration 11Q: 3 clusters Score -3165240 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -3165482.500000 Penalty: 5052.159668
	Iteration 12Q: 3 clusters Score -3165482 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -3165627.000000 Penalty: 5052.159668
	Iteration 13Q: 3 clusters Score -3165627 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -3165743.750000 Penalty: 5052.159668
	Iteration 14Q: 3 clusters Score -3165744 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -3165811.250000 Penalty: 5052.159668
	Iteration 15Q: 3 clusters Score -3165811 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -3165839.000000 Penalty: 5052.159668
	Iteration 16Q: 3 clusters Score -3165839 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -3165859.750000 Penalty: 5052.159668
	Iteration 17Q: 3 clusters Score -3165860 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -3165883.750000 Penalty: 5052.159668
	Iteration 18Q: 3 clusters Score -3165884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -3165891.250000 Penalty: 5052.159668
	Iteration 19Q: 3 clusters Score -3165891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -3165896.750000 Penalty: 5052.159668
	Iteration 20F: 3 clusters Score -3165897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -3165898.250000 Penalty: 5052.159668
	Iteration 21Q: 3 clusters Score -3165898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -3165899.250000 Penalty: 5052.159668
	Iteration 22Q: 3 clusters Score -3165899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -3165899.250000 Penalty: 5052.159668
	Iteration 23F: 3 clusters Score -3165899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Entering Unmasked Estep 
Score: -1835887.375000 Penalty: 2389.192627
	Iteration 0F: 2 clusters Score -1835887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1824922.125000 Penalty: 4778.385254
	Iteration 0F: 3 clusters Score -1824922 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1828386.750000 Penalty: 4778.385254
	Iteration 1F: 3 clusters Score -1828387 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1828716.250000 Penalty: 4778.385254
	Iteration 2F: 3 clusters Score -1828716 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1828946.125000 Penalty: 4778.385254
	Iteration 3Q: 3 clusters Score -1828946 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1829120.250000 Penalty: 4778.385254
	Iteration 4Q: 3 clusters Score -1829120 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1829263.375000 Penalty: 4778.385254
	Iteration 5Q: 3 clusters Score -1829263 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1829399.375000 Penalty: 4778.385254
	Iteration 6Q: 3 clusters Score -1829399 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1829538.500000 Penalty: 4778.385254
	Iteration 7Q: 3 clusters Score -1829538 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1829728.250000 Penalty: 4778.385254
	Iteration 8Q: 3 clusters Score -1829728 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1829957.875000 Penalty: 4778.385254
	Iteration 9Q: 3 clusters Score -1829958 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1830225.625000 Penalty: 4778.385254
	Iteration 10Q: 3 clusters Score -1830226 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1830521.750000 Penalty: 4778.385254
	Iteration 11Q: 3 clusters Score -1830522 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1830902.750000 Penalty: 4778.385254
	Iteration 12Q: 3 clusters Score -1830903 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1831329.625000 Penalty: 4778.385254
	Iteration 13Q: 3 clusters Score -1831330 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1831762.000000 Penalty: 4778.385254
	Iteration 14Q: 3 clusters Score -1831762 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1832211.875000 Penalty: 4778.385254
	Iteration 15Q: 3 clusters Score -1832212 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1832640.500000 Penalty: 4778.385254
	Iteration 16Q: 3 clusters Score -1832640 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1833044.625000 Penalty: 4778.385254
	Iteration 17Q: 3 clusters Score -1833045 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1833366.875000 Penalty: 4778.385254
	Iteration 18Q: 3 clusters Score -1833367 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1833592.625000 Penalty: 4778.385254
	Iteration 19Q: 3 clusters Score -1833593 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1833790.500000 Penalty: 4778.385254
	Iteration 20F: 3 clusters Score -1833790 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1833922.500000 Penalty: 4778.385254
	Iteration 21Q: 3 clusters Score -1833922 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1834018.250000 Penalty: 4778.385254
	Iteration 22Q: 3 clusters Score -1834018 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1834069.375000 Penalty: 4778.385254
	Iteration 23Q: 3 clusters Score -1834069 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1834097.000000 Penalty: 4778.385254
	Iteration 24Q: 3 clusters Score -1834097 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1834130.125000 Penalty: 4778.385254
	Iteration 25Q: 3 clusters Score -1834130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1834146.250000 Penalty: 4778.385254
	Iteration 26Q: 3 clusters Score -1834146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1834153.875000 Penalty: 4778.385254
	Iteration 27Q: 3 clusters Score -1834154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1834164.750000 Penalty: 4778.385254
	Iteration 28Q: 3 clusters Score -1834165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1834163.250000 Penalty: 4778.385254
	Iteration 29Q: 3 clusters Score -1834163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1834177.750000 Penalty: 4778.385254
	Iteration 30Q: 3 clusters Score -1834178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1834181.250000 Penalty: 4778.385254
	Iteration 31Q: 3 clusters Score -1834181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1834195.000000 Penalty: 4778.385254
	Iteration 32Q: 3 clusters Score -1834195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1834196.125000 Penalty: 4778.385254
	Iteration 33Q: 3 clusters Score -1834196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1834199.500000 Penalty: 4778.385254
	Iteration 34Q: 3 clusters Score -1834200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1834202.250000 Penalty: 4778.385254
	Iteration 35Q: 3 clusters Score -1834202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1834202.875000 Penalty: 4778.385254
	Iteration 36Q: 3 clusters Score -1834203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1834206.625000 Penalty: 4778.385254
	Iteration 37Q: 3 clusters Score -1834207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1834207.750000 Penalty: 4778.385254
	Iteration 38Q: 3 clusters Score -1834208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1834210.875000 Penalty: 4778.385254
	Iteration 39Q: 3 clusters Score -1834211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1834213.125000 Penalty: 4778.385254
	Iteration 40F: 3 clusters Score -1834213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1834215.875000 Penalty: 4778.385254
	Iteration 41Q: 3 clusters Score -1834216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1834215.875000 Penalty: 4778.385254
	Iteration 42F: 3 clusters Score -1834216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Entering Unmasked Estep 
Score: -712782.750000 Penalty: 2171.383789
	Iteration 0F: 2 clusters Score -712782.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -707385.562500 Penalty: 4342.767578
	Iteration 0F: 3 clusters Score -707385.6 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -708817.562500 Penalty: 4342.767578
	Iteration 1F: 3 clusters Score -708817.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -709156.187500 Penalty: 4342.767578
	Iteration 2F: 3 clusters Score -709156.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -709454.000000 Penalty: 4342.767578
	Iteration 3F: 3 clusters Score -709454 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -709704.062500 Penalty: 4342.767578
	Iteration 4F: 3 clusters Score -709704.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -709923.375000 Penalty: 4342.767578
	Iteration 5Q: 3 clusters Score -709923.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -710150.562500 Penalty: 4342.767578
	Iteration 6Q: 3 clusters Score -710150.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -710365.937500 Penalty: 4342.767578
	Iteration 7Q: 3 clusters Score -710365.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -710567.187500 Penalty: 4342.767578
	Iteration 8Q: 3 clusters Score -710567.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -710747.125000 Penalty: 4342.767578
	Iteration 9Q: 3 clusters Score -710747.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -710889.187500 Penalty: 4342.767578
	Iteration 10Q: 3 clusters Score -710889.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -710991.375000 Penalty: 4342.767578
	Iteration 11Q: 3 clusters Score -710991.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -711069.875000 Penalty: 4342.767578
	Iteration 12Q: 3 clusters Score -711069.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -711121.250000 Penalty: 4342.767578
	Iteration 13Q: 3 clusters Score -711121.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -711166.812500 Penalty: 4342.767578
	Iteration 14Q: 3 clusters Score -711166.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -711209.375000 Penalty: 4342.767578
	Iteration 15Q: 3 clusters Score -711209.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -711243.250000 Penalty: 4342.767578
	Iteration 16Q: 3 clusters Score -711243.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -711273.875000 Penalty: 4342.767578
	Iteration 17Q: 3 clusters Score -711273.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -711303.750000 Penalty: 4342.767578
	Iteration 18Q: 3 clusters Score -711303.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -711341.187500 Penalty: 4342.767578
	Iteration 19Q: 3 clusters Score -711341.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -711372.312500 Penalty: 4342.767578
	Iteration 20F: 3 clusters Score -711372.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -711402.000000 Penalty: 4342.767578
	Iteration 21Q: 3 clusters Score -711402 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -711427.125000 Penalty: 4342.767578
	Iteration 22Q: 3 clusters Score -711427.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -711456.875000 Penalty: 4342.767578
	Iteration 23Q: 3 clusters Score -711456.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -711494.875000 Penalty: 4342.767578
	Iteration 24Q: 3 clusters Score -711494.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -711529.687500 Penalty: 4342.767578
	Iteration 25Q: 3 clusters Score -711529.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -711568.500000 Penalty: 4342.767578
	Iteration 26Q: 3 clusters Score -711568.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -711613.187500 Penalty: 4342.767578
	Iteration 27Q: 3 clusters Score -711613.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -711663.812500 Penalty: 4342.767578
	Iteration 28Q: 3 clusters Score -711663.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -711714.375000 Penalty: 4342.767578
	Iteration 29Q: 3 clusters Score -711714.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -711775.250000 Penalty: 4342.767578
	Iteration 30Q: 3 clusters Score -711775.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -711834.062500 Penalty: 4342.767578
	Iteration 31Q: 3 clusters Score -711834.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -711895.437500 Penalty: 4342.767578
	Iteration 32Q: 3 clusters Score -711895.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -711954.500000 Penalty: 4342.767578
	Iteration 33Q: 3 clusters Score -711954.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -712016.437500 Penalty: 4342.767578
	Iteration 34Q: 3 clusters Score -712016.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -712064.312500 Penalty: 4342.767578
	Iteration 35Q: 3 clusters Score -712064.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -712108.625000 Penalty: 4342.767578
	Iteration 36Q: 3 clusters Score -712108.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -712154.250000 Penalty: 4342.767578
	Iteration 37Q: 3 clusters Score -712154.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -712203.000000 Penalty: 4342.767578
	Iteration 38Q: 3 clusters Score -712203 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -712242.625000 Penalty: 4342.767578
	Iteration 39Q: 3 clusters Score -712242.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -712278.375000 Penalty: 4342.767578
	Iteration 40F: 3 clusters Score -712278.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -712317.250000 Penalty: 4342.767578
	Iteration 41Q: 3 clusters Score -712317.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -712364.062500 Penalty: 4342.767578
	Iteration 42Q: 3 clusters Score -712364.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -712428.937500 Penalty: 4342.767578
	Iteration 43Q: 3 clusters Score -712428.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -712484.437500 Penalty: 4342.767578
	Iteration 44Q: 3 clusters Score -712484.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -712542.125000 Penalty: 4342.767578
	Iteration 45Q: 3 clusters Score -712542.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -712567.375000 Penalty: 4342.767578
	Iteration 46Q: 3 clusters Score -712567.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -712582.187500 Penalty: 4342.767578
	Iteration 47Q: 3 clusters Score -712582.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -712593.250000 Penalty: 4342.767578
	Iteration 48Q: 3 clusters Score -712593.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -712603.625000 Penalty: 4342.767578
	Iteration 49Q: 3 clusters Score -712603.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -712615.187500 Penalty: 4342.767578
	Iteration 50Q: 3 clusters Score -712615.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -712621.812500 Penalty: 4342.767578
	Iteration 51Q: 3 clusters Score -712621.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -712625.187500 Penalty: 4342.767578
	Iteration 52Q: 3 clusters Score -712625.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -712625.250000 Penalty: 4342.767578
	Iteration 53Q: 3 clusters Score -712625.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -712625.250000 Penalty: 4342.767578
	Iteration 54F: 3 clusters Score -712625.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Entering Unmasked Estep 
Score: -887304.062500 Penalty: 2210.293457
	Iteration 0F: 2 clusters Score -887304.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -881285.625000 Penalty: 4420.586914
	Iteration 0F: 3 clusters Score -881285.6 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -882917.562500 Penalty: 4420.586914
	Iteration 1F: 3 clusters Score -882917.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -883226.312500 Penalty: 4420.586914
	Iteration 2F: 3 clusters Score -883226.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -883456.062500 Penalty: 4420.586914
	Iteration 3F: 3 clusters Score -883456.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -883633.500000 Penalty: 4420.586914
	Iteration 4Q: 3 clusters Score -883633.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -883812.625000 Penalty: 4420.586914
	Iteration 5Q: 3 clusters Score -883812.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -883992.812500 Penalty: 4420.586914
	Iteration 6Q: 3 clusters Score -883992.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -884227.250000 Penalty: 4420.586914
	Iteration 7Q: 3 clusters Score -884227.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -884493.937500 Penalty: 4420.586914
	Iteration 8Q: 3 clusters Score -884493.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -884788.312500 Penalty: 4420.586914
	Iteration 9Q: 3 clusters Score -884788.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -885096.437500 Penalty: 4420.586914
	Iteration 10Q: 3 clusters Score -885096.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -885357.437500 Penalty: 4420.586914
	Iteration 11Q: 3 clusters Score -885357.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -885590.062500 Penalty: 4420.586914
	Iteration 12Q: 3 clusters Score -885590.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -885803.687500 Penalty: 4420.586914
	Iteration 13Q: 3 clusters Score -885803.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -885982.250000 Penalty: 4420.586914
	Iteration 14Q: 3 clusters Score -885982.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -886140.500000 Penalty: 4420.586914
	Iteration 15Q: 3 clusters Score -886140.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -886328.000000 Penalty: 4420.586914
	Iteration 16Q: 3 clusters Score -886328 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -886533.312500 Penalty: 4420.586914
	Iteration 17Q: 3 clusters Score -886533.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -886717.687500 Penalty: 4420.586914
	Iteration 18Q: 3 clusters Score -886717.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -886886.312500 Penalty: 4420.586914
	Iteration 19Q: 3 clusters Score -886886.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -886974.375000 Penalty: 4420.586914
	Iteration 20F: 3 clusters Score -886974.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -886996.062500 Penalty: 4420.586914
	Iteration 21Q: 3 clusters Score -886996.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -887006.062500 Penalty: 4420.586914
	Iteration 22Q: 3 clusters Score -887006.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -887009.000000 Penalty: 4420.586914
	Iteration 23Q: 3 clusters Score -887009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -887010.312500 Penalty: 4420.586914
	Iteration 24Q: 3 clusters Score -887010.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -887010.562500 Penalty: 4420.586914
	Iteration 25Q: 3 clusters Score -887010.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -887011.687500 Penalty: 4420.586914
	Iteration 26Q: 3 clusters Score -887011.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -887012.000000 Penalty: 4420.586914
	Iteration 27Q: 3 clusters Score -887012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -887012.000000 Penalty: 4420.586914
	Iteration 28F: 3 clusters Score -887012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -26542.646484 Penalty: 1398.312012
	Iteration 0F: 2 clusters Score -26542.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25378.687500 Penalty: 2796.624023
	Iteration 0F: 3 clusters Score -25378.69 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25626.230469 Penalty: 2796.624023
	Iteration 1F: 3 clusters Score -25626.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25771.433594 Penalty: 2796.624023
	Iteration 2F: 3 clusters Score -25771.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25807.681641 Penalty: 2796.624023
	Iteration 3Q: 3 clusters Score -25807.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25830.687500 Penalty: 2796.624023
	Iteration 4Q: 3 clusters Score -25830.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25832.849609 Penalty: 2796.624023
	Iteration 5Q: 3 clusters Score -25832.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25832.849609 Penalty: 2796.624023
	Iteration 6F: 3 clusters Score -25832.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Entering Unmasked Estep 
Score: -2141758.750000 Penalty: 2424.221191
	Iteration 0F: 2 clusters Score -2141759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2129286.500000 Penalty: 4848.442383
	Iteration 0F: 3 clusters Score -2129286 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2133196.750000 Penalty: 4848.442383
	Iteration 1F: 3 clusters Score -2133197 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2133526.250000 Penalty: 4848.442383
	Iteration 2F: 3 clusters Score -2133526 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2133783.000000 Penalty: 4848.442383
	Iteration 3Q: 3 clusters Score -2133783 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2134065.250000 Penalty: 4848.442383
	Iteration 4Q: 3 clusters Score -2134065 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2134391.500000 Penalty: 4848.442383
	Iteration 5Q: 3 clusters Score -2134392 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2134776.000000 Penalty: 4848.442383
	Iteration 6Q: 3 clusters Score -2134776 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2135179.500000 Penalty: 4848.442383
	Iteration 7Q: 3 clusters Score -2135180 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2135631.750000 Penalty: 4848.442383
	Iteration 8Q: 3 clusters Score -2135632 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2136133.750000 Penalty: 4848.442383
	Iteration 9Q: 3 clusters Score -2136134 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2136652.250000 Penalty: 4848.442383
	Iteration 10Q: 3 clusters Score -2136652 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2137153.250000 Penalty: 4848.442383
	Iteration 11Q: 3 clusters Score -2137153 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2137684.250000 Penalty: 4848.442383
	Iteration 12Q: 3 clusters Score -2137684 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2138168.500000 Penalty: 4848.442383
	Iteration 13Q: 3 clusters Score -2138168 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2138577.500000 Penalty: 4848.442383
	Iteration 14Q: 3 clusters Score -2138578 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2138833.500000 Penalty: 4848.442383
	Iteration 15Q: 3 clusters Score -2138834 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2138937.250000 Penalty: 4848.442383
	Iteration 16Q: 3 clusters Score -2138937 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2138997.750000 Penalty: 4848.442383
	Iteration 17Q: 3 clusters Score -2138998 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2139035.500000 Penalty: 4848.442383
	Iteration 18Q: 3 clusters Score -2139036 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2139057.750000 Penalty: 4848.442383
	Iteration 19Q: 3 clusters Score -2139058 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2139079.750000 Penalty: 4848.442383
	Iteration 20F: 3 clusters Score -2139080 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2139089.500000 Penalty: 4848.442383
	Iteration 21Q: 3 clusters Score -2139090 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2139099.000000 Penalty: 4848.442383
	Iteration 22Q: 3 clusters Score -2139099 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2139117.500000 Penalty: 4848.442383
	Iteration 23Q: 3 clusters Score -2139118 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2139127.250000 Penalty: 4848.442383
	Iteration 24Q: 3 clusters Score -2139127 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2139131.000000 Penalty: 4848.442383
	Iteration 25Q: 3 clusters Score -2139131 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2139146.250000 Penalty: 4848.442383
	Iteration 26Q: 3 clusters Score -2139146 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2139154.250000 Penalty: 4848.442383
	Iteration 27Q: 3 clusters Score -2139154 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2139165.500000 Penalty: 4848.442383
	Iteration 28Q: 3 clusters Score -2139166 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2139173.250000 Penalty: 4848.442383
	Iteration 29Q: 3 clusters Score -2139173 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2139177.750000 Penalty: 4848.442383
	Iteration 30Q: 3 clusters Score -2139178 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2139185.500000 Penalty: 4848.442383
	Iteration 31Q: 3 clusters Score -2139186 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2139201.000000 Penalty: 4848.442383
	Iteration 32Q: 3 clusters Score -2139201 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2139217.000000 Penalty: 4848.442383
	Iteration 33Q: 3 clusters Score -2139217 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2139223.000000 Penalty: 4848.442383
	Iteration 34Q: 3 clusters Score -2139223 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2139233.250000 Penalty: 4848.442383
	Iteration 35Q: 3 clusters Score -2139233 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2139237.000000 Penalty: 4848.442383
	Iteration 36Q: 3 clusters Score -2139237 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2139237.000000 Penalty: 4848.442383
	Iteration 37Q: 3 clusters Score -2139237 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2139250.500000 Penalty: 4848.442383
	Iteration 38Q: 3 clusters Score -2139250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2139260.000000 Penalty: 4848.442383
	Iteration 39Q: 3 clusters Score -2139260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2139260.500000 Penalty: 4848.442383
	Iteration 40F: 3 clusters Score -2139260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2139260.750000 Penalty: 4848.442383
	Iteration 41Q: 3 clusters Score -2139261 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2139269.250000 Penalty: 4848.442383
	Iteration 42Q: 3 clusters Score -2139269 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2139285.000000 Penalty: 4848.442383
	Iteration 43Q: 3 clusters Score -2139285 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2139292.750000 Penalty: 4848.442383
	Iteration 44Q: 3 clusters Score -2139293 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2139300.000000 Penalty: 4848.442383
	Iteration 45Q: 3 clusters Score -2139300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2139308.250000 Penalty: 4848.442383
	Iteration 46Q: 3 clusters Score -2139308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2139305.500000 Penalty: 4848.442383
	Iteration 47Q: 3 clusters Score -2139306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2139313.000000 Penalty: 4848.442383
	Iteration 48Q: 3 clusters Score -2139313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2139320.250000 Penalty: 4848.442383
	Iteration 49Q: 3 clusters Score -2139320 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2139319.500000 Penalty: 4848.442383
	Iteration 50Q: 3 clusters Score -2139320 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2139329.250000 Penalty: 4848.442383
	Iteration 51Q: 3 clusters Score -2139329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2139331.250000 Penalty: 4848.442383
	Iteration 52Q: 3 clusters Score -2139331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2139329.250000 Penalty: 4848.442383
	Iteration 53Q: 3 clusters Score -2139329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2139336.000000 Penalty: 4848.442383
	Iteration 54Q: 3 clusters Score -2139336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2139333.250000 Penalty: 4848.442383
	Iteration 55Q: 3 clusters Score -2139333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2139335.500000 Penalty: 4848.442383
	Iteration 56Q: 3 clusters Score -2139336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2139340.750000 Penalty: 4848.442383
	Iteration 57Q: 3 clusters Score -2139341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2139344.000000 Penalty: 4848.442383
	Iteration 58Q: 3 clusters Score -2139344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2139345.750000 Penalty: 4848.442383
	Iteration 59Q: 3 clusters Score -2139346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2139347.750000 Penalty: 4848.442383
	Iteration 60F: 3 clusters Score -2139348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2139350.000000 Penalty: 4848.442383
	Iteration 61Q: 3 clusters Score -2139350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2139347.000000 Penalty: 4848.442383
	Iteration 62Q: 3 clusters Score -2139347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2139351.000000 Penalty: 4848.442383
	Iteration 63Q: 3 clusters Score -2139351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2139348.500000 Penalty: 4848.442383
	Iteration 64Q: 3 clusters Score -2139348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2139349.000000 Penalty: 4848.442383
	Iteration 65Q: 3 clusters Score -2139349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2139347.500000 Penalty: 4848.442383
	Iteration 66Q: 3 clusters Score -2139348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -2139347.500000 Penalty: 4848.442383
	Iteration 67Q: 3 clusters Score -2139348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2139344.250000 Penalty: 4848.442383
	Iteration 68Q: 3 clusters Score -2139344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2139344.250000 Penalty: 4848.442383
	Iteration 69Q: 3 clusters Score -2139344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2139343.750000 Penalty: 4848.442383
	Iteration 70Q: 3 clusters Score -2139344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2139343.750000 Penalty: 4848.442383
	Iteration 71F: 3 clusters Score -2139344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -92146.117188 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -92146.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -90321.992188 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -90321.99 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -90603.492188 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -90603.49 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90710.070312 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -90710.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -90793.531250 Penalty: 3350.861328
	Iteration 3Q: 3 clusters Score -90793.53 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -90877.281250 Penalty: 3350.861328
	Iteration 4Q: 3 clusters Score -90877.28 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -90974.265625 Penalty: 3350.861328
	Iteration 5Q: 3 clusters Score -90974.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -91091.226562 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -91091.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -91276.726562 Penalty: 3350.861328
	Iteration 7Q: 3 clusters Score -91276.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -91460.164062 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -91460.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -91573.250000 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -91573.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -91647.773438 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -91647.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91736.992188 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -91736.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -91818.875000 Penalty: 3350.861328
	Iteration 12Q: 3 clusters Score -91818.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -91904.531250 Penalty: 3350.861328
	Iteration 13Q: 3 clusters Score -91904.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -91910.382812 Penalty: 3350.861328
	Iteration 14Q: 3 clusters Score -91910.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -91913.578125 Penalty: 3350.861328
	Iteration 15Q: 3 clusters Score -91913.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -91917.375000 Penalty: 3350.861328
	Iteration 16Q: 3 clusters Score -91917.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -91918.726562 Penalty: 3350.861328
	Iteration 17Q: 3 clusters Score -91918.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -91920.304688 Penalty: 3350.861328
	Iteration 18Q: 3 clusters Score -91920.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -91921.640625 Penalty: 3350.861328
	Iteration 19Q: 3 clusters Score -91921.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -91921.640625 Penalty: 3350.861328
	Iteration 20F: 3 clusters Score -91921.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 228767 members 
Mstep: Class 3 contains 29962 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30729 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150061 members 
Mstep: Class 13 contains 39594 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58108 members 
Mstep: Class 17 contains 45174 members 
Mstep: Class 18 contains 26524 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17590 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044336.000000 Penalty: 76631.320312
Iteration 239Q: 24 clusters Score -8.004434e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 228762 members 
Mstep: Class 3 contains 29960 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30729 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150069 members 
Mstep: Class 13 contains 39594 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58108 members 
Mstep: Class 17 contains 45175 members 
Mstep: Class 18 contains 26524 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044344.000000 Penalty: 76631.320312
Iteration 240F: 24 clusters Score -8.004434e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 228758 members 
Mstep: Class 3 contains 29959 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30729 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150071 members 
Mstep: Class 13 contains 39594 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58110 members 
Mstep: Class 17 contains 45176 members 
Mstep: Class 18 contains 26524 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044344.000000 Penalty: 76631.320312
Iteration 241Q: 24 clusters Score -8.004434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 228759 members 
Mstep: Class 3 contains 29958 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30729 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150067 members 
Mstep: Class 13 contains 39594 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58110 members 
Mstep: Class 17 contains 45180 members 
Mstep: Class 18 contains 26524 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044376.000000 Penalty: 76631.320312
Iteration 242Q: 24 clusters Score -8.004438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 228760 members 
Mstep: Class 3 contains 29956 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30728 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150065 members 
Mstep: Class 13 contains 39594 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58112 members 
Mstep: Class 17 contains 45182 members 
Mstep: Class 18 contains 26524 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044336.000000 Penalty: 76631.320312
Iteration 243Q: 24 clusters Score -8.004434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 228758 members 
Mstep: Class 3 contains 29956 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30728 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150062 members 
Mstep: Class 13 contains 39595 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58114 members 
Mstep: Class 17 contains 45184 members 
Mstep: Class 18 contains 26524 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044368.000000 Penalty: 76631.320312
Iteration 244Q: 24 clusters Score -8.004437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 228758 members 
Mstep: Class 3 contains 29956 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30728 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150060 members 
Mstep: Class 13 contains 39596 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58116 members 
Mstep: Class 17 contains 45183 members 
Mstep: Class 18 contains 26524 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044344.000000 Penalty: 76631.320312
Iteration 245Q: 24 clusters Score -8.004434e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 228757 members 
Mstep: Class 3 contains 29955 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30728 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150057 members 
Mstep: Class 13 contains 39595 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58122 members 
Mstep: Class 17 contains 45183 members 
Mstep: Class 18 contains 26524 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044360.000000 Penalty: 76631.320312
Iteration 246Q: 24 clusters Score -8.004436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 228757 members 
Mstep: Class 3 contains 29954 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30727 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150056 members 
Mstep: Class 13 contains 39595 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58124 members 
Mstep: Class 17 contains 45183 members 
Mstep: Class 18 contains 26525 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044360.000000 Penalty: 76631.320312
Iteration 247Q: 24 clusters Score -8.004436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 228758 members 
Mstep: Class 3 contains 29955 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30727 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150054 members 
Mstep: Class 13 contains 39595 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58122 members 
Mstep: Class 17 contains 45183 members 
Mstep: Class 18 contains 26527 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044296.000000 Penalty: 76631.320312
Iteration 248Q: 24 clusters Score -8.00443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 228759 members 
Mstep: Class 3 contains 29956 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30726 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150051 members 
Mstep: Class 13 contains 39595 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58124 members 
Mstep: Class 17 contains 45182 members 
Mstep: Class 18 contains 26528 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044328.000000 Penalty: 76631.320312
Iteration 249Q: 24 clusters Score -8.004433e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 228755 members 
Mstep: Class 3 contains 29956 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30725 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150050 members 
Mstep: Class 13 contains 39595 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58129 members 
Mstep: Class 17 contains 45181 members 
Mstep: Class 18 contains 26530 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044312.000000 Penalty: 76631.320312
Iteration 250Q: 24 clusters Score -8.004431e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 228752 members 
Mstep: Class 3 contains 29956 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30723 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150048 members 
Mstep: Class 13 contains 39596 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58133 members 
Mstep: Class 17 contains 45182 members 
Mstep: Class 18 contains 26532 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6345 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044328.000000 Penalty: 76631.320312
Iteration 251Q: 24 clusters Score -8.004433e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 228753 members 
Mstep: Class 3 contains 29956 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30721 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150046 members 
Mstep: Class 13 contains 39596 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58134 members 
Mstep: Class 17 contains 45182 members 
Mstep: Class 18 contains 26534 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6345 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044312.000000 Penalty: 76631.320312
Iteration 252Q: 24 clusters Score -8.004431e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 228756 members 
Mstep: Class 3 contains 29956 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30721 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150042 members 
Mstep: Class 13 contains 39596 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58134 members 
Mstep: Class 17 contains 45182 members 
Mstep: Class 18 contains 26535 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6345 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044288.000000 Penalty: 76631.320312
Iteration 253Q: 24 clusters Score -8.004429e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 228751 members 
Mstep: Class 3 contains 29956 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30721 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150041 members 
Mstep: Class 13 contains 39595 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58137 members 
Mstep: Class 17 contains 45183 members 
Mstep: Class 18 contains 26538 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6345 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044288.000000 Penalty: 76631.320312
Iteration 254Q: 24 clusters Score -8.004429e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 228751 members 
Mstep: Class 3 contains 29953 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30721 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150038 members 
Mstep: Class 13 contains 39594 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 58143 members 
Mstep: Class 17 contains 45183 members 
Mstep: Class 18 contains 26538 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044288.000000 Penalty: 76631.320312
Iteration 255Q: 24 clusters Score -8.004429e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 228751 members 
Mstep: Class 3 contains 29953 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30721 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150034 members 
Mstep: Class 13 contains 39597 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 58142 members 
Mstep: Class 17 contains 45184 members 
Mstep: Class 18 contains 26539 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6347 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044320.000000 Penalty: 76631.320312
Iteration 256Q: 24 clusters Score -8.004432e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 228759 members 
Mstep: Class 3 contains 29949 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 30721 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150026 members 
Mstep: Class 13 contains 39599 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 58144 members 
Mstep: Class 17 contains 45182 members 
Mstep: Class 18 contains 26539 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6348 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17590 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044288.000000 Penalty: 76631.320312
Iteration 257Q: 24 clusters Score -8.004429e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 228760 members 
Mstep: Class 3 contains 29947 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 30721 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150020 members 
Mstep: Class 13 contains 39603 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 58146 members 
Mstep: Class 17 contains 45180 members 
Mstep: Class 18 contains 26541 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6348 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17590 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044336.000000 Penalty: 76631.320312
Iteration 258Q: 24 clusters Score -8.004434e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 228766 members 
Mstep: Class 3 contains 29943 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6860 members 
Mstep: Class 9 contains 30719 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150020 members 
Mstep: Class 13 contains 39603 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 58147 members 
Mstep: Class 17 contains 45178 members 
Mstep: Class 18 contains 26539 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6349 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17591 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044312.000000 Penalty: 76631.320312
Iteration 259Q: 24 clusters Score -8.004431e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 228775 members 
Mstep: Class 3 contains 29939 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6863 members 
Mstep: Class 9 contains 30719 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150014 members 
Mstep: Class 13 contains 39603 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 58148 members 
Mstep: Class 17 contains 45175 members 
Mstep: Class 18 contains 26540 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6348 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17591 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044264.000000 Penalty: 76631.320312
Iteration 260F: 24 clusters Score -8.004426e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 228783 members 
Mstep: Class 3 contains 29935 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6866 members 
Mstep: Class 9 contains 30718 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150006 members 
Mstep: Class 13 contains 39603 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 58149 members 
Mstep: Class 17 contains 45174 members 
Mstep: Class 18 contains 26543 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6348 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17591 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044264.000000 Penalty: 76631.320312
Iteration 261Q: 24 clusters Score -8.004426e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 228792 members 
Mstep: Class 3 contains 29932 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6869 members 
Mstep: Class 9 contains 30718 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 150001 members 
Mstep: Class 13 contains 39603 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 58148 members 
Mstep: Class 17 contains 45172 members 
Mstep: Class 18 contains 26543 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6348 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17591 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044240.000000 Penalty: 76631.320312
Iteration 262Q: 24 clusters Score -8.004424e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 228801 members 
Mstep: Class 3 contains 29928 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6870 members 
Mstep: Class 9 contains 30719 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149997 members 
Mstep: Class 13 contains 39604 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 58152 members 
Mstep: Class 17 contains 45163 members 
Mstep: Class 18 contains 26544 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6348 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17591 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044208.000000 Penalty: 76631.320312
Iteration 263Q: 24 clusters Score -8.004421e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 228811 members 
Mstep: Class 3 contains 29926 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6870 members 
Mstep: Class 9 contains 30718 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149995 members 
Mstep: Class 13 contains 39606 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 58156 members 
Mstep: Class 17 contains 45152 members 
Mstep: Class 18 contains 26547 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6348 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17591 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044192.000000 Penalty: 76631.320312
Iteration 264Q: 24 clusters Score -8.004419e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 228810 members 
Mstep: Class 3 contains 29920 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6870 members 
Mstep: Class 9 contains 30717 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149998 members 
Mstep: Class 13 contains 39609 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 58161 members 
Mstep: Class 17 contains 45149 members 
Mstep: Class 18 contains 26548 members 
Mstep: Class 19 contains 15274 members 
Mstep: Class 20 contains 6348 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17591 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044176.000000 Penalty: 76631.320312
Iteration 265Q: 24 clusters Score -8.004418e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 228814 members 
Mstep: Class 3 contains 29913 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6870 members 
Mstep: Class 9 contains 30717 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149997 members 
Mstep: Class 13 contains 39612 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 58162 members 
Mstep: Class 17 contains 45148 members 
Mstep: Class 18 contains 26550 members 
Mstep: Class 19 contains 15274 members 
Mstep: Class 20 contains 6348 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17590 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044208.000000 Penalty: 76631.320312
Iteration 266Q: 24 clusters Score -8.004421e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 228817 members 
Mstep: Class 3 contains 29908 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6870 members 
Mstep: Class 9 contains 30717 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149996 members 
Mstep: Class 13 contains 39614 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 58165 members 
Mstep: Class 17 contains 45146 members 
Mstep: Class 18 contains 26553 members 
Mstep: Class 19 contains 15274 members 
Mstep: Class 20 contains 6347 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044192.000000 Penalty: 76631.320312
Iteration 267Q: 24 clusters Score -8.004419e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 228821 members 
Mstep: Class 3 contains 29904 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30717 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149993 members 
Mstep: Class 13 contains 39617 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 58168 members 
Mstep: Class 17 contains 45144 members 
Mstep: Class 18 contains 26554 members 
Mstep: Class 19 contains 15274 members 
Mstep: Class 20 contains 6347 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044192.000000 Penalty: 76631.320312
Iteration 268Q: 24 clusters Score -8.004419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 228826 members 
Mstep: Class 3 contains 29902 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30718 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149991 members 
Mstep: Class 13 contains 39618 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 58169 members 
Mstep: Class 17 contains 45143 members 
Mstep: Class 18 contains 26553 members 
Mstep: Class 19 contains 15274 members 
Mstep: Class 20 contains 6347 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044200.000000 Penalty: 76631.320312
Iteration 269Q: 24 clusters Score -8.00442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 228825 members 
Mstep: Class 3 contains 29901 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30718 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149991 members 
Mstep: Class 13 contains 39622 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 58170 members 
Mstep: Class 17 contains 45141 members 
Mstep: Class 18 contains 26553 members 
Mstep: Class 19 contains 15274 members 
Mstep: Class 20 contains 6347 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044168.000000 Penalty: 76631.320312
Iteration 270Q: 24 clusters Score -8.004417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 228829 members 
Mstep: Class 3 contains 29899 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30718 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149991 members 
Mstep: Class 13 contains 39622 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 58171 members 
Mstep: Class 17 contains 45140 members 
Mstep: Class 18 contains 26553 members 
Mstep: Class 19 contains 15274 members 
Mstep: Class 20 contains 6347 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044208.000000 Penalty: 76631.320312
Iteration 271Q: 24 clusters Score -8.004421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 228827 members 
Mstep: Class 3 contains 29898 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30718 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149993 members 
Mstep: Class 13 contains 39623 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 58170 members 
Mstep: Class 17 contains 45139 members 
Mstep: Class 18 contains 26554 members 
Mstep: Class 19 contains 15274 members 
Mstep: Class 20 contains 6347 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044216.000000 Penalty: 76631.320312
Iteration 272Q: 24 clusters Score -8.004422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 228828 members 
Mstep: Class 3 contains 29896 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30718 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149995 members 
Mstep: Class 13 contains 39625 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 58168 members 
Mstep: Class 17 contains 45139 members 
Mstep: Class 18 contains 26555 members 
Mstep: Class 19 contains 15274 members 
Mstep: Class 20 contains 6347 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044224.000000 Penalty: 76631.320312
Iteration 273Q: 24 clusters Score -8.004422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 228831 members 
Mstep: Class 3 contains 29894 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30719 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149994 members 
Mstep: Class 13 contains 39626 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 58168 members 
Mstep: Class 17 contains 45139 members 
Mstep: Class 18 contains 26555 members 
Mstep: Class 19 contains 15274 members 
Mstep: Class 20 contains 6347 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044224.000000 Penalty: 76631.320312
Iteration 274Q: 24 clusters Score -8.004422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 228835 members 
Mstep: Class 3 contains 29893 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30718 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149991 members 
Mstep: Class 13 contains 39627 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 58168 members 
Mstep: Class 17 contains 45140 members 
Mstep: Class 18 contains 26556 members 
Mstep: Class 19 contains 15274 members 
Mstep: Class 20 contains 6347 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044176.000000 Penalty: 76631.320312
Iteration 275Q: 24 clusters Score -8.004418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 228839 members 
Mstep: Class 3 contains 29893 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30717 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149992 members 
Mstep: Class 13 contains 39629 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 58167 members 
Mstep: Class 17 contains 45139 members 
Mstep: Class 18 contains 26556 members 
Mstep: Class 19 contains 15274 members 
Mstep: Class 20 contains 6347 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044160.000000 Penalty: 76631.320312
Iteration 276Q: 24 clusters Score -8.004416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 228841 members 
Mstep: Class 3 contains 29893 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30717 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149992 members 
Mstep: Class 13 contains 39633 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 58166 members 
Mstep: Class 17 contains 45138 members 
Mstep: Class 18 contains 26556 members 
Mstep: Class 19 contains 15274 members 
Mstep: Class 20 contains 6347 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044136.000000 Penalty: 76631.320312
Iteration 277Q: 24 clusters Score -8.004414e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 228839 members 
Mstep: Class 3 contains 29891 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30717 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149992 members 
Mstep: Class 13 contains 39638 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 58166 members 
Mstep: Class 17 contains 45140 members 
Mstep: Class 18 contains 26556 members 
Mstep: Class 19 contains 15274 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044176.000000 Penalty: 76631.320312
Iteration 278Q: 24 clusters Score -8.004418e+07 nChanged 11
Entering ConstructFrom: 
Score: -80044176.000000 Penalty: 76631.320312
Entering ConstructFrom: 
Trying to split cluster 1 (3735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Entering Unmasked Estep 
Score: -440854.500000 Penalty: 2039.924683
	Iteration 0F: 2 clusters Score -440854.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -437172.718750 Penalty: 4079.849365
	Iteration 0F: 3 clusters Score -437172.7 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -437965.718750 Penalty: 4079.849365
	Iteration 1F: 3 clusters Score -437965.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -438117.093750 Penalty: 4079.849365
	Iteration 2F: 3 clusters Score -438117.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -438184.312500 Penalty: 4079.849365
	Iteration 3Q: 3 clusters Score -438184.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -438238.656250 Penalty: 4079.849365
	Iteration 4Q: 3 clusters Score -438238.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -438273.593750 Penalty: 4079.849365
	Iteration 5Q: 3 clusters Score -438273.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -438302.875000 Penalty: 4079.849365
	Iteration 6Q: 3 clusters Score -438302.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -438322.875000 Penalty: 4079.849365
	Iteration 7Q: 3 clusters Score -438322.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -438331.875000 Penalty: 4079.849365
	Iteration 8Q: 3 clusters Score -438331.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -438341.281250 Penalty: 4079.849365
	Iteration 9Q: 3 clusters Score -438341.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -438351.312500 Penalty: 4079.849365
	Iteration 10Q: 3 clusters Score -438351.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -438357.187500 Penalty: 4079.849365
	Iteration 11Q: 3 clusters Score -438357.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -438362.687500 Penalty: 4079.849365
	Iteration 12Q: 3 clusters Score -438362.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -438364.875000 Penalty: 4079.849365
	Iteration 13Q: 3 clusters Score -438364.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -438368.250000 Penalty: 4079.849365
	Iteration 14Q: 3 clusters Score -438368.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -438373.000000 Penalty: 4079.849365
	Iteration 15Q: 3 clusters Score -438373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -438374.250000 Penalty: 4079.849365
	Iteration 16Q: 3 clusters Score -438374.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -438376.281250 Penalty: 4079.849365
	Iteration 17Q: 3 clusters Score -438376.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -438378.593750 Penalty: 4079.849365
	Iteration 18Q: 3 clusters Score -438378.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -438380.187500 Penalty: 4079.849365
	Iteration 19Q: 3 clusters Score -438380.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -438382.187500 Penalty: 4079.849365
	Iteration 20F: 3 clusters Score -438382.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -438382.187500 Penalty: 4079.849365
	Iteration 21Q: 3 clusters Score -438382.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -438382.406250 Penalty: 4079.849365
	Iteration 22Q: 3 clusters Score -438382.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -438384.156250 Penalty: 4079.849365
	Iteration 23Q: 3 clusters Score -438384.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -438384.531250 Penalty: 4079.849365
	Iteration 24Q: 3 clusters Score -438384.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -438384.562500 Penalty: 4079.849365
	Iteration 25Q: 3 clusters Score -438384.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -438384.906250 Penalty: 4079.849365
	Iteration 26Q: 3 clusters Score -438384.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -438386.093750 Penalty: 4079.849365
	Iteration 27Q: 3 clusters Score -438386.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -438386.093750 Penalty: 4079.849365
	Iteration 28F: 3 clusters Score -438386.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (228842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228842 members 
Entering Unmasked Estep 
Score: -27245136.000000 Penalty: 3060.515137
	Iteration 0F: 2 clusters Score -2.724514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114678 members 
Mstep: Class 2 contains 114164 members 
Entering Unmasked Estep 
Score: -27108168.000000 Penalty: 6121.030273
	Iteration 0F: 3 clusters Score -2.710817e+07 nChanged 110391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121801 members 
Mstep: Class 2 contains 107041 members 
Entering Unmasked Estep 
Score: -27173516.000000 Penalty: 6121.030273
	Iteration 1F: 3 clusters Score -2.717352e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126577 members 
Mstep: Class 2 contains 102265 members 
Entering Unmasked Estep 
Score: -27175812.000000 Penalty: 6121.030273
	Iteration 2Q: 3 clusters Score -2.717581e+07 nChanged 10595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133610 members 
Mstep: Class 2 contains 95232 members 
Entering Unmasked Estep 
Score: -27179828.000000 Penalty: 6121.030273
	Iteration 3Q: 3 clusters Score -2.717983e+07 nChanged 13819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143145 members 
Mstep: Class 2 contains 85697 members 
Entering Unmasked Estep 
Score: -27186060.000000 Penalty: 6121.030273
	Iteration 4F: 3 clusters Score -2.718606e+07 nChanged 16295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154806 members 
Mstep: Class 2 contains 74036 members 
Entering Unmasked Estep 
Score: -27195692.000000 Penalty: 6121.030273
	Iteration 5F: 3 clusters Score -2.719569e+07 nChanged 17477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167541 members 
Mstep: Class 2 contains 61301 members 
Entering Unmasked Estep 
Score: -27208748.000000 Penalty: 6121.030273
	Iteration 6F: 3 clusters Score -2.720875e+07 nChanged 15359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177920 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -27222262.000000 Penalty: 6121.030273
	Iteration 7F: 3 clusters Score -2.722226e+07 nChanged 11783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183491 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -27231972.000000 Penalty: 6121.030273
	Iteration 8F: 3 clusters Score -2.723197e+07 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185419 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -27235938.000000 Penalty: 6121.030273
	Iteration 9Q: 3 clusters Score -2.723594e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186507 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -27237496.000000 Penalty: 6121.030273
	Iteration 10Q: 3 clusters Score -2.72375e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187352 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -27238148.000000 Penalty: 6121.030273
	Iteration 11Q: 3 clusters Score -2.723815e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188092 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -27238832.000000 Penalty: 6121.030273
	Iteration 12Q: 3 clusters Score -2.723883e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188672 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -27239362.000000 Penalty: 6121.030273
	Iteration 13Q: 3 clusters Score -2.723936e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189135 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -27239912.000000 Penalty: 6121.030273
	Iteration 14Q: 3 clusters Score -2.723991e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189628 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -27240512.000000 Penalty: 6121.030273
	Iteration 15Q: 3 clusters Score -2.724051e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190142 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -27241054.000000 Penalty: 6121.030273
	Iteration 16Q: 3 clusters Score -2.724105e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190682 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -27241580.000000 Penalty: 6121.030273
	Iteration 17Q: 3 clusters Score -2.724158e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191290 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -27242130.000000 Penalty: 6121.030273
	Iteration 18Q: 3 clusters Score -2.724213e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192004 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -27242726.000000 Penalty: 6121.030273
	Iteration 19Q: 3 clusters Score -2.724273e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192770 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -27243328.000000 Penalty: 6121.030273
	Iteration 20F: 3 clusters Score -2.724333e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193621 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -27244070.000000 Penalty: 6121.030273
	Iteration 21Q: 3 clusters Score -2.724407e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194537 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -27244774.000000 Penalty: 6121.030273
	Iteration 22Q: 3 clusters Score -2.724477e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195584 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -27245462.000000 Penalty: 6121.030273
	Iteration 23Q: 3 clusters Score -2.724546e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196763 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -27246178.000000 Penalty: 6121.030273
	Iteration 24Q: 3 clusters Score -2.724618e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198095 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -27246690.000000 Penalty: 6121.030273
	Iteration 25Q: 3 clusters Score -2.724669e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199581 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -27247266.000000 Penalty: 6121.030273
	Iteration 26Q: 3 clusters Score -2.724727e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201205 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -27248012.000000 Penalty: 6121.030273
	Iteration 27Q: 3 clusters Score -2.724801e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202941 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -27248698.000000 Penalty: 6121.030273
	Iteration 28Q: 3 clusters Score -2.72487e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204775 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -27249282.000000 Penalty: 6121.030273
	Iteration 29Q: 3 clusters Score -2.724928e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206721 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -27249816.000000 Penalty: 6121.030273
	Iteration 30Q: 3 clusters Score -2.724982e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208643 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -27250118.000000 Penalty: 6121.030273
	Iteration 31Q: 3 clusters Score -2.725012e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210598 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -27250452.000000 Penalty: 6121.030273
	Iteration 32Q: 3 clusters Score -2.725045e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212413 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -27250364.000000 Penalty: 6121.030273
	Iteration 33Q: 3 clusters Score -2.725036e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214159 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -27250264.000000 Penalty: 6121.030273
	Iteration 34Q: 3 clusters Score -2.725026e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215793 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -27250152.000000 Penalty: 6121.030273
	Iteration 35Q: 3 clusters Score -2.725015e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217212 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -27249970.000000 Penalty: 6121.030273
	Iteration 36Q: 3 clusters Score -2.724997e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218506 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -27249420.000000 Penalty: 6121.030273
	Iteration 37Q: 3 clusters Score -2.724942e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219668 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -27248988.000000 Penalty: 6121.030273
	Iteration 38Q: 3 clusters Score -2.724899e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220711 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -27248480.000000 Penalty: 6121.030273
	Iteration 39Q: 3 clusters Score -2.724848e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221681 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -27247972.000000 Penalty: 6121.030273
	Iteration 40F: 3 clusters Score -2.724797e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222538 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -27247492.000000 Penalty: 6121.030273
	Iteration 41Q: 3 clusters Score -2.724749e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223316 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -27246814.000000 Penalty: 6121.030273
	Iteration 42Q: 3 clusters Score -2.724681e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224017 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -27246452.000000 Penalty: 6121.030273
	Iteration 43Q: 3 clusters Score -2.724645e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224640 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -27245998.000000 Penalty: 6121.030273
	Iteration 44Q: 3 clusters Score -2.7246e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225176 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -27245636.000000 Penalty: 6121.030273
	Iteration 45Q: 3 clusters Score -2.724564e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225617 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -27245418.000000 Penalty: 6121.030273
	Iteration 46Q: 3 clusters Score -2.724542e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226040 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -27245082.000000 Penalty: 6121.030273
	Iteration 47Q: 3 clusters Score -2.724508e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226413 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -27244816.000000 Penalty: 6121.030273
	Iteration 48Q: 3 clusters Score -2.724482e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226750 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -27244508.000000 Penalty: 6121.030273
	Iteration 49Q: 3 clusters Score -2.724451e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227051 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -27244262.000000 Penalty: 6121.030273
	Iteration 50Q: 3 clusters Score -2.724426e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227303 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -27244012.000000 Penalty: 6121.030273
	Iteration 51Q: 3 clusters Score -2.724401e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227500 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -27243886.000000 Penalty: 6121.030273
	Iteration 52Q: 3 clusters Score -2.724389e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227663 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -27243760.000000 Penalty: 6121.030273
	Iteration 53Q: 3 clusters Score -2.724376e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227779 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -27243656.000000 Penalty: 6121.030273
	Iteration 54Q: 3 clusters Score -2.724366e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227862 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -27243594.000000 Penalty: 6121.030273
	Iteration 55Q: 3 clusters Score -2.724359e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227918 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -27243614.000000 Penalty: 6121.030273
	Iteration 56Q: 3 clusters Score -2.724361e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227971 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -27243556.000000 Penalty: 6121.030273
	Iteration 57Q: 3 clusters Score -2.724356e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228006 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -27243518.000000 Penalty: 6121.030273
	Iteration 58Q: 3 clusters Score -2.724352e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228023 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -27243496.000000 Penalty: 6121.030273
	Iteration 59Q: 3 clusters Score -2.72435e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228039 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -27243486.000000 Penalty: 6121.030273
	Iteration 60F: 3 clusters Score -2.724349e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228057 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -27243496.000000 Penalty: 6121.030273
	Iteration 61Q: 3 clusters Score -2.72435e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228071 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -27243468.000000 Penalty: 6121.030273
	Iteration 62Q: 3 clusters Score -2.724347e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228090 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -27243434.000000 Penalty: 6121.030273
	Iteration 63Q: 3 clusters Score -2.724343e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228110 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -27243426.000000 Penalty: 6121.030273
	Iteration 64Q: 3 clusters Score -2.724343e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228129 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -27243418.000000 Penalty: 6121.030273
	Iteration 65Q: 3 clusters Score -2.724342e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228144 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -27243416.000000 Penalty: 6121.030273
	Iteration 66Q: 3 clusters Score -2.724342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228154 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -27243426.000000 Penalty: 6121.030273
	Iteration 67Q: 3 clusters Score -2.724343e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228171 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -27243432.000000 Penalty: 6121.030273
	Iteration 68Q: 3 clusters Score -2.724343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228182 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -27243408.000000 Penalty: 6121.030273
	Iteration 69Q: 3 clusters Score -2.724341e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228196 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -27243386.000000 Penalty: 6121.030273
	Iteration 70Q: 3 clusters Score -2.724339e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228210 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -27243388.000000 Penalty: 6121.030273
	Iteration 71Q: 3 clusters Score -2.724339e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228221 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -27243406.000000 Penalty: 6121.030273
	Iteration 72Q: 3 clusters Score -2.724341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228225 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -27243396.000000 Penalty: 6121.030273
	Iteration 73Q: 3 clusters Score -2.72434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228228 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -27243366.000000 Penalty: 6121.030273
	Iteration 74Q: 3 clusters Score -2.724337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228230 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -27243356.000000 Penalty: 6121.030273
	Iteration 75Q: 3 clusters Score -2.724336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228236 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -27243346.000000 Penalty: 6121.030273
	Iteration 76Q: 3 clusters Score -2.724335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228237 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -27243344.000000 Penalty: 6121.030273
	Iteration 77Q: 3 clusters Score -2.724334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228237 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -27243344.000000 Penalty: 6121.030273
	Iteration 78F: 3 clusters Score -2.724334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Entering Unmasked Estep 
Score: -3611079.000000 Penalty: 2555.709229
	Iteration 0F: 2 clusters Score -3611079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -3590586.000000 Penalty: 5111.418457
	Iteration 0F: 3 clusters Score -3590586 nChanged 13408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -3597612.250000 Penalty: 5111.418457
	Iteration 1F: 3 clusters Score -3597612 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -3598098.250000 Penalty: 5111.418457
	Iteration 2Q: 3 clusters Score -3598098 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -3598514.500000 Penalty: 5111.418457
	Iteration 3Q: 3 clusters Score -3598514 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -3598837.250000 Penalty: 5111.418457
	Iteration 4Q: 3 clusters Score -3598837 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -3599220.500000 Penalty: 5111.418457
	Iteration 5Q: 3 clusters Score -3599220 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -3599664.500000 Penalty: 5111.418457
	Iteration 6Q: 3 clusters Score -3599664 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -3600148.500000 Penalty: 5111.418457
	Iteration 7Q: 3 clusters Score -3600148 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -3600747.500000 Penalty: 5111.418457
	Iteration 8Q: 3 clusters Score -3600748 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -3601517.500000 Penalty: 5111.418457
	Iteration 9Q: 3 clusters Score -3601518 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -3602486.000000 Penalty: 5111.418457
	Iteration 10F: 3 clusters Score -3602486 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -3603697.000000 Penalty: 5111.418457
	Iteration 11F: 3 clusters Score -3603697 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -3604863.750000 Penalty: 5111.418457
	Iteration 12F: 3 clusters Score -3604864 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -3605776.500000 Penalty: 5111.418457
	Iteration 13F: 3 clusters Score -3605776 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -3606311.750000 Penalty: 5111.418457
	Iteration 14Q: 3 clusters Score -3606312 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -3606583.500000 Penalty: 5111.418457
	Iteration 15Q: 3 clusters Score -3606584 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -3606772.000000 Penalty: 5111.418457
	Iteration 16Q: 3 clusters Score -3606772 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -3606907.000000 Penalty: 5111.418457
	Iteration 17Q: 3 clusters Score -3606907 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -3607038.250000 Penalty: 5111.418457
	Iteration 18Q: 3 clusters Score -3607038 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -3607145.250000 Penalty: 5111.418457
	Iteration 19Q: 3 clusters Score -3607145 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -3607248.000000 Penalty: 5111.418457
	Iteration 20F: 3 clusters Score -3607248 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -3607333.500000 Penalty: 5111.418457
	Iteration 21Q: 3 clusters Score -3607334 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -3607439.750000 Penalty: 5111.418457
	Iteration 22Q: 3 clusters Score -3607440 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -3607528.750000 Penalty: 5111.418457
	Iteration 23Q: 3 clusters Score -3607529 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -3607601.250000 Penalty: 5111.418457
	Iteration 24Q: 3 clusters Score -3607601 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -3607679.500000 Penalty: 5111.418457
	Iteration 25Q: 3 clusters Score -3607680 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -3607752.500000 Penalty: 5111.418457
	Iteration 26Q: 3 clusters Score -3607752 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -3607797.250000 Penalty: 5111.418457
	Iteration 27Q: 3 clusters Score -3607797 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -3607856.500000 Penalty: 5111.418457
	Iteration 28Q: 3 clusters Score -3607856 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -3607919.250000 Penalty: 5111.418457
	Iteration 29Q: 3 clusters Score -3607919 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -3607975.000000 Penalty: 5111.418457
	Iteration 30Q: 3 clusters Score -3607975 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -3608032.250000 Penalty: 5111.418457
	Iteration 31Q: 3 clusters Score -3608032 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -3608086.000000 Penalty: 5111.418457
	Iteration 32Q: 3 clusters Score -3608086 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -3608173.750000 Penalty: 5111.418457
	Iteration 33Q: 3 clusters Score -3608174 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -3608244.500000 Penalty: 5111.418457
	Iteration 34Q: 3 clusters Score -3608244 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -3608304.500000 Penalty: 5111.418457
	Iteration 35Q: 3 clusters Score -3608304 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -3608369.000000 Penalty: 5111.418457
	Iteration 36Q: 3 clusters Score -3608369 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -3608418.500000 Penalty: 5111.418457
	Iteration 37Q: 3 clusters Score -3608418 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -3608475.500000 Penalty: 5111.418457
	Iteration 38Q: 3 clusters Score -3608476 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -3608520.000000 Penalty: 5111.418457
	Iteration 39Q: 3 clusters Score -3608520 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -3608559.250000 Penalty: 5111.418457
	Iteration 40F: 3 clusters Score -3608559 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -3608601.000000 Penalty: 5111.418457
	Iteration 41Q: 3 clusters Score -3608601 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -3608615.750000 Penalty: 5111.418457
	Iteration 42Q: 3 clusters Score -3608616 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -3608632.750000 Penalty: 5111.418457
	Iteration 43Q: 3 clusters Score -3608633 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -3608663.000000 Penalty: 5111.418457
	Iteration 44Q: 3 clusters Score -3608663 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -3608700.250000 Penalty: 5111.418457
	Iteration 45Q: 3 clusters Score -3608700 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -3608717.500000 Penalty: 5111.418457
	Iteration 46Q: 3 clusters Score -3608718 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -3608728.500000 Penalty: 5111.418457
	Iteration 47Q: 3 clusters Score -3608728 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -3608739.500000 Penalty: 5111.418457
	Iteration 48Q: 3 clusters Score -3608740 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -3608776.500000 Penalty: 5111.418457
	Iteration 49Q: 3 clusters Score -3608776 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -3608797.500000 Penalty: 5111.418457
	Iteration 50Q: 3 clusters Score -3608798 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -3608806.250000 Penalty: 5111.418457
	Iteration 51Q: 3 clusters Score -3608806 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -3608835.000000 Penalty: 5111.418457
	Iteration 52Q: 3 clusters Score -3608835 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -3608844.250000 Penalty: 5111.418457
	Iteration 53Q: 3 clusters Score -3608844 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -3608865.750000 Penalty: 5111.418457
	Iteration 54Q: 3 clusters Score -3608866 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -3608879.250000 Penalty: 5111.418457
	Iteration 55Q: 3 clusters Score -3608879 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -3608890.500000 Penalty: 5111.418457
	Iteration 56Q: 3 clusters Score -3608890 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -3608895.250000 Penalty: 5111.418457
	Iteration 57Q: 3 clusters Score -3608895 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -3608917.750000 Penalty: 5111.418457
	Iteration 58Q: 3 clusters Score -3608918 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -3608921.750000 Penalty: 5111.418457
	Iteration 59Q: 3 clusters Score -3608922 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -3608932.500000 Penalty: 5111.418457
	Iteration 60F: 3 clusters Score -3608932 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3608954.250000 Penalty: 5111.418457
	Iteration 61Q: 3 clusters Score -3608954 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -3608965.750000 Penalty: 5111.418457
	Iteration 62Q: 3 clusters Score -3608966 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -3608981.000000 Penalty: 5111.418457
	Iteration 63Q: 3 clusters Score -3608981 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -3608997.500000 Penalty: 5111.418457
	Iteration 64Q: 3 clusters Score -3608998 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -3609006.750000 Penalty: 5111.418457
	Iteration 65Q: 3 clusters Score -3609007 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -3609014.500000 Penalty: 5111.418457
	Iteration 66Q: 3 clusters Score -3609014 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -3609033.250000 Penalty: 5111.418457
	Iteration 67Q: 3 clusters Score -3609033 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -3609035.250000 Penalty: 5111.418457
	Iteration 68Q: 3 clusters Score -3609035 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -3609052.500000 Penalty: 5111.418457
	Iteration 69Q: 3 clusters Score -3609052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -3609057.250000 Penalty: 5111.418457
	Iteration 70Q: 3 clusters Score -3609057 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -3609068.500000 Penalty: 5111.418457
	Iteration 71Q: 3 clusters Score -3609068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -3609073.750000 Penalty: 5111.418457
	Iteration 72Q: 3 clusters Score -3609074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -3609084.500000 Penalty: 5111.418457
	Iteration 73Q: 3 clusters Score -3609084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -3609083.250000 Penalty: 5111.418457
	Iteration 74Q: 3 clusters Score -3609083 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -3609089.250000 Penalty: 5111.418457
	Iteration 75Q: 3 clusters Score -3609089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -3609095.000000 Penalty: 5111.418457
	Iteration 76Q: 3 clusters Score -3609095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -3609104.250000 Penalty: 5111.418457
	Iteration 77Q: 3 clusters Score -3609104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -3609112.500000 Penalty: 5111.418457
	Iteration 78Q: 3 clusters Score -3609112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -3609122.250000 Penalty: 5111.418457
	Iteration 79Q: 3 clusters Score -3609122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -3609120.000000 Penalty: 5111.418457
	Iteration 80F: 3 clusters Score -3609120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -3609116.250000 Penalty: 5111.418457
	Iteration 81Q: 3 clusters Score -3609116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -3609119.250000 Penalty: 5111.418457
	Iteration 82Q: 3 clusters Score -3609119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -3609120.000000 Penalty: 5111.418457
	Iteration 83Q: 3 clusters Score -3609120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -3609122.000000 Penalty: 5111.418457
	Iteration 84Q: 3 clusters Score -3609122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -3609125.500000 Penalty: 5111.418457
	Iteration 85Q: 3 clusters Score -3609126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -3609130.250000 Penalty: 5111.418457
	Iteration 86Q: 3 clusters Score -3609130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -3609130.250000 Penalty: 5111.418457
	Iteration 87Q: 3 clusters Score -3609130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -3609132.750000 Penalty: 5111.418457
	Iteration 88Q: 3 clusters Score -3609133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -3609132.500000 Penalty: 5111.418457
	Iteration 89Q: 3 clusters Score -3609132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -3609132.750000 Penalty: 5111.418457
	Iteration 90Q: 3 clusters Score -3609133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -3609134.250000 Penalty: 5111.418457
	Iteration 91Q: 3 clusters Score -3609134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -3609134.250000 Penalty: 5111.418457
	Iteration 92F: 3 clusters Score -3609134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Entering Unmasked Estep 
Score: -436575.500000 Penalty: 2031.688965
	Iteration 0F: 2 clusters Score -436575.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -432924.156250 Penalty: 4063.377930
	Iteration 0F: 3 clusters Score -432924.2 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -433740.062500 Penalty: 4063.377930
	Iteration 1F: 3 clusters Score -433740.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -433998.968750 Penalty: 4063.377930
	Iteration 2F: 3 clusters Score -433999 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -434242.687500 Penalty: 4063.377930
	Iteration 3F: 3 clusters Score -434242.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -434511.875000 Penalty: 4063.377930
	Iteration 4F: 3 clusters Score -434511.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -434714.593750 Penalty: 4063.377930
	Iteration 5F: 3 clusters Score -434714.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -434866.500000 Penalty: 4063.377930
	Iteration 6Q: 3 clusters Score -434866.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -434992.281250 Penalty: 4063.377930
	Iteration 7Q: 3 clusters Score -434992.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -435075.906250 Penalty: 4063.377930
	Iteration 8Q: 3 clusters Score -435075.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -435149.875000 Penalty: 4063.377930
	Iteration 9Q: 3 clusters Score -435149.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -435194.187500 Penalty: 4063.377930
	Iteration 10Q: 3 clusters Score -435194.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -435230.406250 Penalty: 4063.377930
	Iteration 11Q: 3 clusters Score -435230.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -435259.125000 Penalty: 4063.377930
	Iteration 12Q: 3 clusters Score -435259.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -435282.531250 Penalty: 4063.377930
	Iteration 13Q: 3 clusters Score -435282.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -435301.437500 Penalty: 4063.377930
	Iteration 14Q: 3 clusters Score -435301.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -435322.312500 Penalty: 4063.377930
	Iteration 15Q: 3 clusters Score -435322.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -435333.687500 Penalty: 4063.377930
	Iteration 16Q: 3 clusters Score -435333.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -435340.625000 Penalty: 4063.377930
	Iteration 17Q: 3 clusters Score -435340.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -435348.125000 Penalty: 4063.377930
	Iteration 18Q: 3 clusters Score -435348.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -435351.062500 Penalty: 4063.377930
	Iteration 19Q: 3 clusters Score -435351.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -435355.343750 Penalty: 4063.377930
	Iteration 20F: 3 clusters Score -435355.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -435360.406250 Penalty: 4063.377930
	Iteration 21Q: 3 clusters Score -435360.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -435363.156250 Penalty: 4063.377930
	Iteration 22Q: 3 clusters Score -435363.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -435365.625000 Penalty: 4063.377930
	Iteration 23Q: 3 clusters Score -435365.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -435368.906250 Penalty: 4063.377930
	Iteration 24Q: 3 clusters Score -435368.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -435370.406250 Penalty: 4063.377930
	Iteration 25Q: 3 clusters Score -435370.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -435371.093750 Penalty: 4063.377930
	Iteration 26Q: 3 clusters Score -435371.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -435371.875000 Penalty: 4063.377930
	Iteration 27Q: 3 clusters Score -435371.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -435371.875000 Penalty: 4063.377930
	Iteration 28F: 3 clusters Score -435371.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -191510.750000 Penalty: 1832.765015
	Iteration 0F: 2 clusters Score -191510.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -189088.328125 Penalty: 3665.530029
	Iteration 0F: 3 clusters Score -189088.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -189493.484375 Penalty: 3665.530029
	Iteration 1F: 3 clusters Score -189493.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -189605.953125 Penalty: 3665.530029
	Iteration 2F: 3 clusters Score -189606 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -189664.625000 Penalty: 3665.530029
	Iteration 3Q: 3 clusters Score -189664.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -189693.218750 Penalty: 3665.530029
	Iteration 4Q: 3 clusters Score -189693.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -189715.515625 Penalty: 3665.530029
	Iteration 5Q: 3 clusters Score -189715.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -189731.218750 Penalty: 3665.530029
	Iteration 6Q: 3 clusters Score -189731.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -189740.593750 Penalty: 3665.530029
	Iteration 7Q: 3 clusters Score -189740.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -189749.093750 Penalty: 3665.530029
	Iteration 8Q: 3 clusters Score -189749.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -189751.968750 Penalty: 3665.530029
	Iteration 9Q: 3 clusters Score -189752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -189754.484375 Penalty: 3665.530029
	Iteration 10Q: 3 clusters Score -189754.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -189755.562500 Penalty: 3665.530029
	Iteration 11Q: 3 clusters Score -189755.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -189755.562500 Penalty: 3665.530029
	Iteration 12F: 3 clusters Score -189755.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Entering Unmasked Estep 
Score: -174021.500000 Penalty: 1834.443359
	Iteration 0F: 2 clusters Score -174021.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -171641.453125 Penalty: 3668.886719
	Iteration 0F: 3 clusters Score -171641.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -172147.296875 Penalty: 3668.886719
	Iteration 1F: 3 clusters Score -172147.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -172433.703125 Penalty: 3668.886719
	Iteration 2F: 3 clusters Score -172433.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -172744.375000 Penalty: 3668.886719
	Iteration 3F: 3 clusters Score -172744.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -173214.453125 Penalty: 3668.886719
	Iteration 4F: 3 clusters Score -173214.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -173677.875000 Penalty: 3668.886719
	Iteration 5F: 3 clusters Score -173677.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -173896.343750 Penalty: 3668.886719
	Iteration 6F: 3 clusters Score -173896.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -174009.812500 Penalty: 3668.886719
	Iteration 7Q: 3 clusters Score -174009.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -174078.437500 Penalty: 3668.886719
	Iteration 8Q: 3 clusters Score -174078.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -174105.968750 Penalty: 3668.886719
	Iteration 9Q: 3 clusters Score -174106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -174124.859375 Penalty: 3668.886719
	Iteration 10Q: 3 clusters Score -174124.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -174139.234375 Penalty: 3668.886719
	Iteration 11Q: 3 clusters Score -174139.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -174156.578125 Penalty: 3668.886719
	Iteration 12Q: 3 clusters Score -174156.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -174171.796875 Penalty: 3668.886719
	Iteration 13Q: 3 clusters Score -174171.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -174190.875000 Penalty: 3668.886719
	Iteration 14Q: 3 clusters Score -174190.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -174204.125000 Penalty: 3668.886719
	Iteration 15Q: 3 clusters Score -174204.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -174212.953125 Penalty: 3668.886719
	Iteration 16Q: 3 clusters Score -174213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -174218.687500 Penalty: 3668.886719
	Iteration 17Q: 3 clusters Score -174218.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -174225.468750 Penalty: 3668.886719
	Iteration 18Q: 3 clusters Score -174225.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -174229.843750 Penalty: 3668.886719
	Iteration 19Q: 3 clusters Score -174229.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -174232.500000 Penalty: 3668.886719
	Iteration 20F: 3 clusters Score -174232.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -174237.078125 Penalty: 3668.886719
	Iteration 21Q: 3 clusters Score -174237.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -174242.750000 Penalty: 3668.886719
	Iteration 22Q: 3 clusters Score -174242.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -174244.250000 Penalty: 3668.886719
	Iteration 23Q: 3 clusters Score -174244.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -174246.828125 Penalty: 3668.886719
	Iteration 24Q: 3 clusters Score -174246.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -174246.828125 Penalty: 3668.886719
	Iteration 25F: 3 clusters Score -174246.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 228842 members 
Mstep: Class 3 contains 29890 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30716 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 12 contains 149990 members 
Mstep: Class 13 contains 39640 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 58166 members 
Mstep: Class 17 contains 45141 members 
Mstep: Class 18 contains 26557 members 
Mstep: Class 19 contains 15274 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
Score: -80042992.000000 Penalty: 79963.109375
Splitting cluster 6 changes total score from -80044176.000000 to -80042992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -167367.750000 Penalty: 1806.465454
	Iteration 0F: 2 clusters Score -167367.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -165085.828125 Penalty: 3612.930908
	Iteration 0F: 3 clusters Score -165085.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -165427.921875 Penalty: 3612.930908
	Iteration 1F: 3 clusters Score -165427.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -165517.312500 Penalty: 3612.930908
	Iteration 2F: 3 clusters Score -165517.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -165560.687500 Penalty: 3612.930908
	Iteration 3Q: 3 clusters Score -165560.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -165593.531250 Penalty: 3612.930908
	Iteration 4Q: 3 clusters Score -165593.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -165609.671875 Penalty: 3612.930908
	Iteration 5Q: 3 clusters Score -165609.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -165617.984375 Penalty: 3612.930908
	Iteration 6Q: 3 clusters Score -165618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -165623.843750 Penalty: 3612.930908
	Iteration 7Q: 3 clusters Score -165623.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -165627.968750 Penalty: 3612.930908
	Iteration 8Q: 3 clusters Score -165628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -165631.453125 Penalty: 3612.930908
	Iteration 9Q: 3 clusters Score -165631.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -165634.593750 Penalty: 3612.930908
	Iteration 10Q: 3 clusters Score -165634.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -165636.375000 Penalty: 3612.930908
	Iteration 11Q: 3 clusters Score -165636.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -165639.000000 Penalty: 3612.930908
	Iteration 12Q: 3 clusters Score -165639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -165640.406250 Penalty: 3612.930908
	Iteration 13Q: 3 clusters Score -165640.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -165640.984375 Penalty: 3612.930908
	Iteration 14Q: 3 clusters Score -165641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -165640.984375 Penalty: 3612.930908
	Iteration 15F: 3 clusters Score -165641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Entering Unmasked Estep 
Score: -839196.125000 Penalty: 2191.096191
	Iteration 0F: 2 clusters Score -839196.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -833494.000000 Penalty: 4382.192383
	Iteration 0F: 3 clusters Score -833494 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -834910.625000 Penalty: 4382.192383
	Iteration 1F: 3 clusters Score -834910.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -835170.625000 Penalty: 4382.192383
	Iteration 2F: 3 clusters Score -835170.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -835324.062500 Penalty: 4382.192383
	Iteration 3Q: 3 clusters Score -835324.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -835414.625000 Penalty: 4382.192383
	Iteration 4Q: 3 clusters Score -835414.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -835485.750000 Penalty: 4382.192383
	Iteration 5Q: 3 clusters Score -835485.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -835534.812500 Penalty: 4382.192383
	Iteration 6Q: 3 clusters Score -835534.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -835579.625000 Penalty: 4382.192383
	Iteration 7Q: 3 clusters Score -835579.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -835617.250000 Penalty: 4382.192383
	Iteration 8Q: 3 clusters Score -835617.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -835648.125000 Penalty: 4382.192383
	Iteration 9Q: 3 clusters Score -835648.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -835683.750000 Penalty: 4382.192383
	Iteration 10Q: 3 clusters Score -835683.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -835710.187500 Penalty: 4382.192383
	Iteration 11Q: 3 clusters Score -835710.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -835735.062500 Penalty: 4382.192383
	Iteration 12Q: 3 clusters Score -835735.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -835757.625000 Penalty: 4382.192383
	Iteration 13Q: 3 clusters Score -835757.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -835781.875000 Penalty: 4382.192383
	Iteration 14Q: 3 clusters Score -835781.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -835805.875000 Penalty: 4382.192383
	Iteration 15Q: 3 clusters Score -835805.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -835833.125000 Penalty: 4382.192383
	Iteration 16Q: 3 clusters Score -835833.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -835860.250000 Penalty: 4382.192383
	Iteration 17Q: 3 clusters Score -835860.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -835891.312500 Penalty: 4382.192383
	Iteration 18Q: 3 clusters Score -835891.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -835928.812500 Penalty: 4382.192383
	Iteration 19Q: 3 clusters Score -835928.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -835975.500000 Penalty: 4382.192383
	Iteration 20F: 3 clusters Score -835975.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -836022.250000 Penalty: 4382.192383
	Iteration 21Q: 3 clusters Score -836022.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -836077.437500 Penalty: 4382.192383
	Iteration 22Q: 3 clusters Score -836077.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -836142.125000 Penalty: 4382.192383
	Iteration 23Q: 3 clusters Score -836142.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -836233.500000 Penalty: 4382.192383
	Iteration 24Q: 3 clusters Score -836233.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -836368.562500 Penalty: 4382.192383
	Iteration 25Q: 3 clusters Score -836368.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -836484.000000 Penalty: 4382.192383
	Iteration 26Q: 3 clusters Score -836484 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -836595.625000 Penalty: 4382.192383
	Iteration 27Q: 3 clusters Score -836595.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -836724.312500 Penalty: 4382.192383
	Iteration 28Q: 3 clusters Score -836724.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -836860.687500 Penalty: 4382.192383
	Iteration 29Q: 3 clusters Score -836860.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -836963.187500 Penalty: 4382.192383
	Iteration 30Q: 3 clusters Score -836963.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -837027.750000 Penalty: 4382.192383
	Iteration 31Q: 3 clusters Score -837027.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -837068.625000 Penalty: 4382.192383
	Iteration 32Q: 3 clusters Score -837068.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -837096.062500 Penalty: 4382.192383
	Iteration 33Q: 3 clusters Score -837096.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -837117.312500 Penalty: 4382.192383
	Iteration 34Q: 3 clusters Score -837117.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -837139.812500 Penalty: 4382.192383
	Iteration 35Q: 3 clusters Score -837139.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -837174.375000 Penalty: 4382.192383
	Iteration 36Q: 3 clusters Score -837174.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -837195.250000 Penalty: 4382.192383
	Iteration 37Q: 3 clusters Score -837195.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -837212.250000 Penalty: 4382.192383
	Iteration 38Q: 3 clusters Score -837212.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -837220.375000 Penalty: 4382.192383
	Iteration 39Q: 3 clusters Score -837220.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -837228.062500 Penalty: 4382.192383
	Iteration 40F: 3 clusters Score -837228.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -837232.375000 Penalty: 4382.192383
	Iteration 41Q: 3 clusters Score -837232.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -837236.562500 Penalty: 4382.192383
	Iteration 42Q: 3 clusters Score -837236.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -837238.875000 Penalty: 4382.192383
	Iteration 43Q: 3 clusters Score -837238.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -837243.437500 Penalty: 4382.192383
	Iteration 44Q: 3 clusters Score -837243.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -837248.312500 Penalty: 4382.192383
	Iteration 45Q: 3 clusters Score -837248.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -837251.062500 Penalty: 4382.192383
	Iteration 46Q: 3 clusters Score -837251.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -837251.062500 Penalty: 4382.192383
	Iteration 47F: 3 clusters Score -837251.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Entering Unmasked Estep 
Score: -3710279.500000 Penalty: 2562.469482
	Iteration 0F: 2 clusters Score -3710280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -3689292.000000 Penalty: 5124.938965
	Iteration 0F: 3 clusters Score -3689292 nChanged 13803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -3696829.000000 Penalty: 5124.938965
	Iteration 1F: 3 clusters Score -3696829 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -3697432.000000 Penalty: 5124.938965
	Iteration 2Q: 3 clusters Score -3697432 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -3698147.500000 Penalty: 5124.938965
	Iteration 3Q: 3 clusters Score -3698148 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -3699080.500000 Penalty: 5124.938965
	Iteration 4F: 3 clusters Score -3699080 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3700150.500000 Penalty: 5124.938965
	Iteration 5F: 3 clusters Score -3700150 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -3701359.750000 Penalty: 5124.938965
	Iteration 6F: 3 clusters Score -3701360 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -3702729.750000 Penalty: 5124.938965
	Iteration 7F: 3 clusters Score -3702730 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -3704191.750000 Penalty: 5124.938965
	Iteration 8F: 3 clusters Score -3704192 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -3705498.250000 Penalty: 5124.938965
	Iteration 9F: 3 clusters Score -3705498 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -3706237.500000 Penalty: 5124.938965
	Iteration 10Q: 3 clusters Score -3706238 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -3706642.000000 Penalty: 5124.938965
	Iteration 11Q: 3 clusters Score -3706642 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -3706841.500000 Penalty: 5124.938965
	Iteration 12Q: 3 clusters Score -3706842 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -3706992.000000 Penalty: 5124.938965
	Iteration 13Q: 3 clusters Score -3706992 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -3707072.000000 Penalty: 5124.938965
	Iteration 14Q: 3 clusters Score -3707072 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -3707152.500000 Penalty: 5124.938965
	Iteration 15Q: 3 clusters Score -3707152 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -3707210.750000 Penalty: 5124.938965
	Iteration 16Q: 3 clusters Score -3707211 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -3707297.500000 Penalty: 5124.938965
	Iteration 17Q: 3 clusters Score -3707298 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -3707349.500000 Penalty: 5124.938965
	Iteration 18Q: 3 clusters Score -3707350 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -3707402.750000 Penalty: 5124.938965
	Iteration 19Q: 3 clusters Score -3707403 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -3707455.000000 Penalty: 5124.938965
	Iteration 20F: 3 clusters Score -3707455 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -3707489.000000 Penalty: 5124.938965
	Iteration 21Q: 3 clusters Score -3707489 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -3707523.500000 Penalty: 5124.938965
	Iteration 22Q: 3 clusters Score -3707524 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -3707552.500000 Penalty: 5124.938965
	Iteration 23Q: 3 clusters Score -3707552 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -3707588.750000 Penalty: 5124.938965
	Iteration 24Q: 3 clusters Score -3707589 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -3707598.500000 Penalty: 5124.938965
	Iteration 25Q: 3 clusters Score -3707598 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -3707624.750000 Penalty: 5124.938965
	Iteration 26Q: 3 clusters Score -3707625 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -3707670.000000 Penalty: 5124.938965
	Iteration 27Q: 3 clusters Score -3707670 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -3707688.250000 Penalty: 5124.938965
	Iteration 28Q: 3 clusters Score -3707688 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -3707699.250000 Penalty: 5124.938965
	Iteration 29Q: 3 clusters Score -3707699 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -3707711.250000 Penalty: 5124.938965
	Iteration 30Q: 3 clusters Score -3707711 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -3707747.750000 Penalty: 5124.938965
	Iteration 31Q: 3 clusters Score -3707748 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -3707764.750000 Penalty: 5124.938965
	Iteration 32Q: 3 clusters Score -3707765 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -3707791.750000 Penalty: 5124.938965
	Iteration 33Q: 3 clusters Score -3707792 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -3707821.500000 Penalty: 5124.938965
	Iteration 34Q: 3 clusters Score -3707822 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -3707866.500000 Penalty: 5124.938965
	Iteration 35Q: 3 clusters Score -3707866 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -3707914.250000 Penalty: 5124.938965
	Iteration 36Q: 3 clusters Score -3707914 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -3708022.000000 Penalty: 5124.938965
	Iteration 37Q: 3 clusters Score -3708022 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -3708207.250000 Penalty: 5124.938965
	Iteration 38Q: 3 clusters Score -3708207 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -3708462.250000 Penalty: 5124.938965
	Iteration 39Q: 3 clusters Score -3708462 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -3708758.250000 Penalty: 5124.938965
	Iteration 40F: 3 clusters Score -3708758 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -3708926.250000 Penalty: 5124.938965
	Iteration 41Q: 3 clusters Score -3708926 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -3708998.500000 Penalty: 5124.938965
	Iteration 42Q: 3 clusters Score -3708998 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -3709029.250000 Penalty: 5124.938965
	Iteration 43Q: 3 clusters Score -3709029 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -3709026.000000 Penalty: 5124.938965
	Iteration 44Q: 3 clusters Score -3709026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -3709042.750000 Penalty: 5124.938965
	Iteration 45Q: 3 clusters Score -3709043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -3709048.500000 Penalty: 5124.938965
	Iteration 46Q: 3 clusters Score -3709048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -3709049.750000 Penalty: 5124.938965
	Iteration 47Q: 3 clusters Score -3709050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -3709053.750000 Penalty: 5124.938965
	Iteration 48Q: 3 clusters Score -3709054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -3709054.000000 Penalty: 5124.938965
	Iteration 49Q: 3 clusters Score -3709054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -3709053.750000 Penalty: 5124.938965
	Iteration 50Q: 3 clusters Score -3709054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -3709056.750000 Penalty: 5124.938965
	Iteration 51Q: 3 clusters Score -3709057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -3709051.000000 Penalty: 5124.938965
	Iteration 52Q: 3 clusters Score -3709051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -3709052.000000 Penalty: 5124.938965
	Iteration 53Q: 3 clusters Score -3709052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -3709051.250000 Penalty: 5124.938965
	Iteration 54Q: 3 clusters Score -3709051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -3709051.250000 Penalty: 5124.938965
	Iteration 55F: 3 clusters Score -3709051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -67131.117188 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -67131.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -65491.605469 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -65491.61 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65678.671875 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -65678.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65744.625000 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -65744.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -65784.195312 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -65784.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -65797.070312 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -65797.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65801.570312 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -65801.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65807.843750 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -65807.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65807.843750 Penalty: 3151.767578
	Iteration 7F: 3 clusters Score -65807.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (149990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149990 members 
Entering Unmasked Estep 
Score: -17895960.000000 Penalty: 2955.744141
	Iteration 0F: 2 clusters Score -1.789596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74992 members 
Mstep: Class 2 contains 74998 members 
Entering Unmasked Estep 
Score: -17797182.000000 Penalty: 5911.488281
	Iteration 0F: 3 clusters Score -1.779718e+07 nChanged 71796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75418 members 
Mstep: Class 2 contains 74572 members 
Entering Unmasked Estep 
Score: -17839350.000000 Penalty: 5911.488281
	Iteration 1F: 3 clusters Score -1.783935e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75773 members 
Mstep: Class 2 contains 74217 members 
Entering Unmasked Estep 
Score: -17840766.000000 Penalty: 5911.488281
	Iteration 2Q: 3 clusters Score -1.784077e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76415 members 
Mstep: Class 2 contains 73575 members 
Entering Unmasked Estep 
Score: -17842288.000000 Penalty: 5911.488281
	Iteration 3Q: 3 clusters Score -1.784229e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77592 members 
Mstep: Class 2 contains 72398 members 
Entering Unmasked Estep 
Score: -17844714.000000 Penalty: 5911.488281
	Iteration 4Q: 3 clusters Score -1.784471e+07 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79268 members 
Mstep: Class 2 contains 70722 members 
Entering Unmasked Estep 
Score: -17848506.000000 Penalty: 5911.488281
	Iteration 5Q: 3 clusters Score -1.784851e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81646 members 
Mstep: Class 2 contains 68344 members 
Entering Unmasked Estep 
Score: -17853832.000000 Penalty: 5911.488281
	Iteration 6F: 3 clusters Score -1.785383e+07 nChanged 10001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84591 members 
Mstep: Class 2 contains 65399 members 
Entering Unmasked Estep 
Score: -17861756.000000 Penalty: 5911.488281
	Iteration 7F: 3 clusters Score -1.786176e+07 nChanged 10092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87465 members 
Mstep: Class 2 contains 62525 members 
Entering Unmasked Estep 
Score: -17869548.000000 Penalty: 5911.488281
	Iteration 8F: 3 clusters Score -1.786955e+07 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89758 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -17874076.000000 Penalty: 5911.488281
	Iteration 9F: 3 clusters Score -1.787408e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91669 members 
Mstep: Class 2 contains 58321 members 
Entering Unmasked Estep 
Score: -17875972.000000 Penalty: 5911.488281
	Iteration 10Q: 3 clusters Score -1.787597e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93493 members 
Mstep: Class 2 contains 56497 members 
Entering Unmasked Estep 
Score: -17877258.000000 Penalty: 5911.488281
	Iteration 11Q: 3 clusters Score -1.787726e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95393 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
Score: -17878268.000000 Penalty: 5911.488281
	Iteration 12Q: 3 clusters Score -1.787827e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97364 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -17879352.000000 Penalty: 5911.488281
	Iteration 13Q: 3 clusters Score -1.787935e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99427 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -17880490.000000 Penalty: 5911.488281
	Iteration 14Q: 3 clusters Score -1.788049e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101470 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -17881568.000000 Penalty: 5911.488281
	Iteration 15Q: 3 clusters Score -1.788157e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103486 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -17882478.000000 Penalty: 5911.488281
	Iteration 16Q: 3 clusters Score -1.788248e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105532 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -17883508.000000 Penalty: 5911.488281
	Iteration 17Q: 3 clusters Score -1.788351e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107702 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -17884494.000000 Penalty: 5911.488281
	Iteration 18Q: 3 clusters Score -1.788449e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109950 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -17885314.000000 Penalty: 5911.488281
	Iteration 19Q: 3 clusters Score -1.788531e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112053 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -17886048.000000 Penalty: 5911.488281
	Iteration 20F: 3 clusters Score -1.788605e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114111 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -17886538.000000 Penalty: 5911.488281
	Iteration 21Q: 3 clusters Score -1.788654e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116160 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -17887184.000000 Penalty: 5911.488281
	Iteration 22Q: 3 clusters Score -1.788718e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118169 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -17887742.000000 Penalty: 5911.488281
	Iteration 23Q: 3 clusters Score -1.788774e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120039 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -17888214.000000 Penalty: 5911.488281
	Iteration 24Q: 3 clusters Score -1.788821e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121787 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -17888568.000000 Penalty: 5911.488281
	Iteration 25Q: 3 clusters Score -1.788857e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123456 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -17888848.000000 Penalty: 5911.488281
	Iteration 26Q: 3 clusters Score -1.788885e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125070 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -17889148.000000 Penalty: 5911.488281
	Iteration 27Q: 3 clusters Score -1.788915e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126593 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -17889418.000000 Penalty: 5911.488281
	Iteration 28Q: 3 clusters Score -1.788942e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128017 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -17889666.000000 Penalty: 5911.488281
	Iteration 29Q: 3 clusters Score -1.788967e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129366 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -17889898.000000 Penalty: 5911.488281
	Iteration 30Q: 3 clusters Score -1.78899e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130702 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -17890094.000000 Penalty: 5911.488281
	Iteration 31Q: 3 clusters Score -1.789009e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131974 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -17890284.000000 Penalty: 5911.488281
	Iteration 32Q: 3 clusters Score -1.789028e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133214 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -17890494.000000 Penalty: 5911.488281
	Iteration 33Q: 3 clusters Score -1.789049e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134370 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -17890732.000000 Penalty: 5911.488281
	Iteration 34Q: 3 clusters Score -1.789073e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135550 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -17891000.000000 Penalty: 5911.488281
	Iteration 35Q: 3 clusters Score -1.7891e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136683 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -17891274.000000 Penalty: 5911.488281
	Iteration 36Q: 3 clusters Score -1.789127e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137694 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -17891468.000000 Penalty: 5911.488281
	Iteration 37Q: 3 clusters Score -1.789147e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138593 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -17891640.000000 Penalty: 5911.488281
	Iteration 38Q: 3 clusters Score -1.789164e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139398 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -17891772.000000 Penalty: 5911.488281
	Iteration 39Q: 3 clusters Score -1.789177e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140118 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -17891986.000000 Penalty: 5911.488281
	Iteration 40F: 3 clusters Score -1.789199e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140860 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -17892160.000000 Penalty: 5911.488281
	Iteration 41Q: 3 clusters Score -1.789216e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141533 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -17892360.000000 Penalty: 5911.488281
	Iteration 42Q: 3 clusters Score -1.789236e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142146 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -17892414.000000 Penalty: 5911.488281
	Iteration 43Q: 3 clusters Score -1.789241e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142679 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -17892568.000000 Penalty: 5911.488281
	Iteration 44Q: 3 clusters Score -1.789257e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143221 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -17892680.000000 Penalty: 5911.488281
	Iteration 45Q: 3 clusters Score -1.789268e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143744 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -17892822.000000 Penalty: 5911.488281
	Iteration 46Q: 3 clusters Score -1.789282e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144237 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -17892972.000000 Penalty: 5911.488281
	Iteration 47Q: 3 clusters Score -1.789297e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144690 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -17893126.000000 Penalty: 5911.488281
	Iteration 48Q: 3 clusters Score -1.789313e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145112 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -17893224.000000 Penalty: 5911.488281
	Iteration 49Q: 3 clusters Score -1.789322e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145495 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -17893300.000000 Penalty: 5911.488281
	Iteration 50Q: 3 clusters Score -1.78933e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145851 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -17893392.000000 Penalty: 5911.488281
	Iteration 51Q: 3 clusters Score -1.789339e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146148 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -17893468.000000 Penalty: 5911.488281
	Iteration 52Q: 3 clusters Score -1.789347e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146425 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -17893552.000000 Penalty: 5911.488281
	Iteration 53Q: 3 clusters Score -1.789355e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146705 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -17893600.000000 Penalty: 5911.488281
	Iteration 54Q: 3 clusters Score -1.78936e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146992 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -17893690.000000 Penalty: 5911.488281
	Iteration 55Q: 3 clusters Score -1.789369e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147225 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -17893792.000000 Penalty: 5911.488281
	Iteration 56Q: 3 clusters Score -1.789379e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147415 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -17893886.000000 Penalty: 5911.488281
	Iteration 57Q: 3 clusters Score -1.789389e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147569 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -17893886.000000 Penalty: 5911.488281
	Iteration 58Q: 3 clusters Score -1.789389e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147688 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -17893892.000000 Penalty: 5911.488281
	Iteration 59Q: 3 clusters Score -1.789389e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147801 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -17893900.000000 Penalty: 5911.488281
	Iteration 60F: 3 clusters Score -1.78939e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147894 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -17893930.000000 Penalty: 5911.488281
	Iteration 61Q: 3 clusters Score -1.789393e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147984 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -17893934.000000 Penalty: 5911.488281
	Iteration 62Q: 3 clusters Score -1.789393e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148054 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -17893958.000000 Penalty: 5911.488281
	Iteration 63Q: 3 clusters Score -1.789396e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148111 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -17893966.000000 Penalty: 5911.488281
	Iteration 64Q: 3 clusters Score -1.789397e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148152 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -17893972.000000 Penalty: 5911.488281
	Iteration 65Q: 3 clusters Score -1.789397e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148192 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -17893962.000000 Penalty: 5911.488281
	Iteration 66Q: 3 clusters Score -1.789396e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148216 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -17894000.000000 Penalty: 5911.488281
	Iteration 67Q: 3 clusters Score -1.7894e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148244 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -17894010.000000 Penalty: 5911.488281
	Iteration 68Q: 3 clusters Score -1.789401e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148269 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -17894020.000000 Penalty: 5911.488281
	Iteration 69Q: 3 clusters Score -1.789402e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148288 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -17894026.000000 Penalty: 5911.488281
	Iteration 70Q: 3 clusters Score -1.789403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148304 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -17894024.000000 Penalty: 5911.488281
	Iteration 71Q: 3 clusters Score -1.789402e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148316 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -17894002.000000 Penalty: 5911.488281
	Iteration 72Q: 3 clusters Score -1.7894e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148327 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -17894020.000000 Penalty: 5911.488281
	Iteration 73Q: 3 clusters Score -1.789402e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148338 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -17894016.000000 Penalty: 5911.488281
	Iteration 74Q: 3 clusters Score -1.789402e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148351 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -17894036.000000 Penalty: 5911.488281
	Iteration 75Q: 3 clusters Score -1.789404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148354 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -17894024.000000 Penalty: 5911.488281
	Iteration 76Q: 3 clusters Score -1.789402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148357 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -17894018.000000 Penalty: 5911.488281
	Iteration 77Q: 3 clusters Score -1.789402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148360 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -17894020.000000 Penalty: 5911.488281
	Iteration 78Q: 3 clusters Score -1.789402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148362 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -17894026.000000 Penalty: 5911.488281
	Iteration 79Q: 3 clusters Score -1.789403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148362 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -17894040.000000 Penalty: 5911.488281
	Iteration 80F: 3 clusters Score -1.789404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148372 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -17894046.000000 Penalty: 5911.488281
	Iteration 81Q: 3 clusters Score -1.789405e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148380 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -17894040.000000 Penalty: 5911.488281
	Iteration 82Q: 3 clusters Score -1.789404e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148391 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -17894030.000000 Penalty: 5911.488281
	Iteration 83Q: 3 clusters Score -1.789403e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148403 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -17894056.000000 Penalty: 5911.488281
	Iteration 84Q: 3 clusters Score -1.789406e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148410 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -17894068.000000 Penalty: 5911.488281
	Iteration 85Q: 3 clusters Score -1.789407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148414 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -17894068.000000 Penalty: 5911.488281
	Iteration 86Q: 3 clusters Score -1.789407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148412 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -17894052.000000 Penalty: 5911.488281
	Iteration 87Q: 3 clusters Score -1.789405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148416 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -17894060.000000 Penalty: 5911.488281
	Iteration 88Q: 3 clusters Score -1.789406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148421 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -17894054.000000 Penalty: 5911.488281
	Iteration 89Q: 3 clusters Score -1.789405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148424 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -17894060.000000 Penalty: 5911.488281
	Iteration 90Q: 3 clusters Score -1.789406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148426 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -17894064.000000 Penalty: 5911.488281
	Iteration 91Q: 3 clusters Score -1.789406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148429 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -17894060.000000 Penalty: 5911.488281
	Iteration 92Q: 3 clusters Score -1.789406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148430 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -17894058.000000 Penalty: 5911.488281
	Iteration 93Q: 3 clusters Score -1.789406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148433 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -17894050.000000 Penalty: 5911.488281
	Iteration 94Q: 3 clusters Score -1.789405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148435 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -17894060.000000 Penalty: 5911.488281
	Iteration 95Q: 3 clusters Score -1.789406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148438 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -17894062.000000 Penalty: 5911.488281
	Iteration 96Q: 3 clusters Score -1.789406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148441 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -17894070.000000 Penalty: 5911.488281
	Iteration 97Q: 3 clusters Score -1.789407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148445 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -17894072.000000 Penalty: 5911.488281
	Iteration 98Q: 3 clusters Score -1.789407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148448 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -17894060.000000 Penalty: 5911.488281
	Iteration 99Q: 3 clusters Score -1.789406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148448 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -17894068.000000 Penalty: 5911.488281
	Iteration 100F: 3 clusters Score -1.789407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148452 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -17894066.000000 Penalty: 5911.488281
	Iteration 101Q: 3 clusters Score -1.789407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148455 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -17894074.000000 Penalty: 5911.488281
	Iteration 102Q: 3 clusters Score -1.789407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148456 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -17894064.000000 Penalty: 5911.488281
	Iteration 103Q: 3 clusters Score -1.789406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148458 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -17894062.000000 Penalty: 5911.488281
	Iteration 104Q: 3 clusters Score -1.789406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148463 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -17894056.000000 Penalty: 5911.488281
	Iteration 105Q: 3 clusters Score -1.789406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148466 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -17894050.000000 Penalty: 5911.488281
	Iteration 106Q: 3 clusters Score -1.789405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148469 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -17894054.000000 Penalty: 5911.488281
	Iteration 107Q: 3 clusters Score -1.789405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148469 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -17894060.000000 Penalty: 5911.488281
	Iteration 108Q: 3 clusters Score -1.789406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148469 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -17894060.000000 Penalty: 5911.488281
	Iteration 109F: 3 clusters Score -1.789406e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Entering Unmasked Estep 
Score: -4640092.500000 Penalty: 2625.723389
	Iteration 0F: 2 clusters Score -4640092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -4613276.000000 Penalty: 5251.446777
	Iteration 0F: 3 clusters Score -4613276 nChanged 18053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -4623334.500000 Penalty: 5251.446777
	Iteration 1F: 3 clusters Score -4623334 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -4623804.000000 Penalty: 5251.446777
	Iteration 2Q: 3 clusters Score -4623804 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -4624226.000000 Penalty: 5251.446777
	Iteration 3Q: 3 clusters Score -4624226 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -4624567.000000 Penalty: 5251.446777
	Iteration 4Q: 3 clusters Score -4624567 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -4624921.000000 Penalty: 5251.446777
	Iteration 5Q: 3 clusters Score -4624921 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -4625219.000000 Penalty: 5251.446777
	Iteration 6Q: 3 clusters Score -4625219 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -4625462.000000 Penalty: 5251.446777
	Iteration 7Q: 3 clusters Score -4625462 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -4625793.500000 Penalty: 5251.446777
	Iteration 8Q: 3 clusters Score -4625794 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -4626053.500000 Penalty: 5251.446777
	Iteration 9Q: 3 clusters Score -4626054 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -4626385.500000 Penalty: 5251.446777
	Iteration 10Q: 3 clusters Score -4626386 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -4626731.000000 Penalty: 5251.446777
	Iteration 11Q: 3 clusters Score -4626731 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -4627295.000000 Penalty: 5251.446777
	Iteration 12Q: 3 clusters Score -4627295 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -4628040.000000 Penalty: 5251.446777
	Iteration 13Q: 3 clusters Score -4628040 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -4629035.500000 Penalty: 5251.446777
	Iteration 14Q: 3 clusters Score -4629036 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -4630253.500000 Penalty: 5251.446777
	Iteration 15Q: 3 clusters Score -4630254 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -4631605.000000 Penalty: 5251.446777
	Iteration 16Q: 3 clusters Score -4631605 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -4632864.000000 Penalty: 5251.446777
	Iteration 17Q: 3 clusters Score -4632864 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -4633921.500000 Penalty: 5251.446777
	Iteration 18Q: 3 clusters Score -4633922 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -4634837.500000 Penalty: 5251.446777
	Iteration 19Q: 3 clusters Score -4634838 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -4635587.500000 Penalty: 5251.446777
	Iteration 20F: 3 clusters Score -4635588 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -4636181.000000 Penalty: 5251.446777
	Iteration 21Q: 3 clusters Score -4636181 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -4636618.000000 Penalty: 5251.446777
	Iteration 22Q: 3 clusters Score -4636618 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4636939.000000 Penalty: 5251.446777
	Iteration 23Q: 3 clusters Score -4636939 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4637165.000000 Penalty: 5251.446777
	Iteration 24Q: 3 clusters Score -4637165 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4637340.500000 Penalty: 5251.446777
	Iteration 25Q: 3 clusters Score -4637340 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4637468.500000 Penalty: 5251.446777
	Iteration 26Q: 3 clusters Score -4637468 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4637542.000000 Penalty: 5251.446777
	Iteration 27Q: 3 clusters Score -4637542 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4637614.500000 Penalty: 5251.446777
	Iteration 28Q: 3 clusters Score -4637614 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4637658.000000 Penalty: 5251.446777
	Iteration 29Q: 3 clusters Score -4637658 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4637687.500000 Penalty: 5251.446777
	Iteration 30Q: 3 clusters Score -4637688 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4637707.500000 Penalty: 5251.446777
	Iteration 31Q: 3 clusters Score -4637708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4637735.000000 Penalty: 5251.446777
	Iteration 32Q: 3 clusters Score -4637735 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4637755.000000 Penalty: 5251.446777
	Iteration 33Q: 3 clusters Score -4637755 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4637775.000000 Penalty: 5251.446777
	Iteration 34Q: 3 clusters Score -4637775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4637779.500000 Penalty: 5251.446777
	Iteration 35Q: 3 clusters Score -4637780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4637784.500000 Penalty: 5251.446777
	Iteration 36Q: 3 clusters Score -4637784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4637794.500000 Penalty: 5251.446777
	Iteration 37Q: 3 clusters Score -4637794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4637799.500000 Penalty: 5251.446777
	Iteration 38Q: 3 clusters Score -4637800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4637805.500000 Penalty: 5251.446777
	Iteration 39Q: 3 clusters Score -4637806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4637810.000000 Penalty: 5251.446777
	Iteration 40F: 3 clusters Score -4637810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4637810.500000 Penalty: 5251.446777
	Iteration 41Q: 3 clusters Score -4637810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4637816.500000 Penalty: 5251.446777
	Iteration 42Q: 3 clusters Score -4637816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4637818.000000 Penalty: 5251.446777
	Iteration 43Q: 3 clusters Score -4637818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4637818.000000 Penalty: 5251.446777
	Iteration 44F: 3 clusters Score -4637818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Entering Unmasked Estep 
Score: -210713.703125 Penalty: 1862.179199
	Iteration 0F: 2 clusters Score -210713.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -208183.156250 Penalty: 3724.358398
	Iteration 0F: 3 clusters Score -208183.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -208624.781250 Penalty: 3724.358398
	Iteration 1F: 3 clusters Score -208624.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -208754.375000 Penalty: 3724.358398
	Iteration 2F: 3 clusters Score -208754.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -208831.906250 Penalty: 3724.358398
	Iteration 3Q: 3 clusters Score -208831.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -208883.156250 Penalty: 3724.358398
	Iteration 4Q: 3 clusters Score -208883.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -208921.609375 Penalty: 3724.358398
	Iteration 5Q: 3 clusters Score -208921.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -208949.984375 Penalty: 3724.358398
	Iteration 6Q: 3 clusters Score -208950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -208973.796875 Penalty: 3724.358398
	Iteration 7Q: 3 clusters Score -208973.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -208994.890625 Penalty: 3724.358398
	Iteration 8Q: 3 clusters Score -208994.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -209011.609375 Penalty: 3724.358398
	Iteration 9Q: 3 clusters Score -209011.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -209028.125000 Penalty: 3724.358398
	Iteration 10Q: 3 clusters Score -209028.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -209053.781250 Penalty: 3724.358398
	Iteration 11Q: 3 clusters Score -209053.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -209074.609375 Penalty: 3724.358398
	Iteration 12Q: 3 clusters Score -209074.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -209107.171875 Penalty: 3724.358398
	Iteration 13Q: 3 clusters Score -209107.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -209137.281250 Penalty: 3724.358398
	Iteration 14Q: 3 clusters Score -209137.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -209161.750000 Penalty: 3724.358398
	Iteration 15Q: 3 clusters Score -209161.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -209192.812500 Penalty: 3724.358398
	Iteration 16Q: 3 clusters Score -209192.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -209223.265625 Penalty: 3724.358398
	Iteration 17Q: 3 clusters Score -209223.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -209283.890625 Penalty: 3724.358398
	Iteration 18Q: 3 clusters Score -209283.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -209376.562500 Penalty: 3724.358398
	Iteration 19Q: 3 clusters Score -209376.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -209452.406250 Penalty: 3724.358398
	Iteration 20F: 3 clusters Score -209452.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -209501.156250 Penalty: 3724.358398
	Iteration 21Q: 3 clusters Score -209501.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -209537.203125 Penalty: 3724.358398
	Iteration 22Q: 3 clusters Score -209537.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -209552.953125 Penalty: 3724.358398
	Iteration 23Q: 3 clusters Score -209553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -209560.796875 Penalty: 3724.358398
	Iteration 24Q: 3 clusters Score -209560.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -209564.546875 Penalty: 3724.358398
	Iteration 25Q: 3 clusters Score -209564.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -209571.765625 Penalty: 3724.358398
	Iteration 26Q: 3 clusters Score -209571.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -209578.109375 Penalty: 3724.358398
	Iteration 27Q: 3 clusters Score -209578.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -209587.218750 Penalty: 3724.358398
	Iteration 28Q: 3 clusters Score -209587.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -209599.562500 Penalty: 3724.358398
	Iteration 29Q: 3 clusters Score -209599.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -209610.765625 Penalty: 3724.358398
	Iteration 30Q: 3 clusters Score -209610.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -209616.421875 Penalty: 3724.358398
	Iteration 31Q: 3 clusters Score -209616.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -209619.812500 Penalty: 3724.358398
	Iteration 32Q: 3 clusters Score -209619.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -209622.515625 Penalty: 3724.358398
	Iteration 33Q: 3 clusters Score -209622.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -209627.953125 Penalty: 3724.358398
	Iteration 34Q: 3 clusters Score -209628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -209631.125000 Penalty: 3724.358398
	Iteration 35Q: 3 clusters Score -209631.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -209634.781250 Penalty: 3724.358398
	Iteration 36Q: 3 clusters Score -209634.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -209639.281250 Penalty: 3724.358398
	Iteration 37Q: 3 clusters Score -209639.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -209643.703125 Penalty: 3724.358398
	Iteration 38Q: 3 clusters Score -209643.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -209650.312500 Penalty: 3724.358398
	Iteration 39Q: 3 clusters Score -209650.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -209654.296875 Penalty: 3724.358398
	Iteration 40F: 3 clusters Score -209654.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -209660.156250 Penalty: 3724.358398
	Iteration 41Q: 3 clusters Score -209660.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -209665.375000 Penalty: 3724.358398
	Iteration 42Q: 3 clusters Score -209665.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -209670.421875 Penalty: 3724.358398
	Iteration 43Q: 3 clusters Score -209670.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -209675.093750 Penalty: 3724.358398
	Iteration 44Q: 3 clusters Score -209675.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -209681.109375 Penalty: 3724.358398
	Iteration 45Q: 3 clusters Score -209681.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -209685.250000 Penalty: 3724.358398
	Iteration 46Q: 3 clusters Score -209685.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -209686.562500 Penalty: 3724.358398
	Iteration 47Q: 3 clusters Score -209686.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -209689.109375 Penalty: 3724.358398
	Iteration 48Q: 3 clusters Score -209689.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -209691.609375 Penalty: 3724.358398
	Iteration 49Q: 3 clusters Score -209691.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -209693.203125 Penalty: 3724.358398
	Iteration 50Q: 3 clusters Score -209693.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -209696.593750 Penalty: 3724.358398
	Iteration 51Q: 3 clusters Score -209696.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -209698.953125 Penalty: 3724.358398
	Iteration 52Q: 3 clusters Score -209699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -209701.640625 Penalty: 3724.358398
	Iteration 53Q: 3 clusters Score -209701.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -209705.890625 Penalty: 3724.358398
	Iteration 54Q: 3 clusters Score -209705.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -209709.265625 Penalty: 3724.358398
	Iteration 55Q: 3 clusters Score -209709.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -209710.406250 Penalty: 3724.358398
	Iteration 56Q: 3 clusters Score -209710.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -209710.406250 Penalty: 3724.358398
	Iteration 57F: 3 clusters Score -209710.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Entering Unmasked Estep 
Score: -599723.875000 Penalty: 2123.701660
	Iteration 0F: 2 clusters Score -599723.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -595033.125000 Penalty: 4247.403320
	Iteration 0F: 3 clusters Score -595033.1 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -596263.937500 Penalty: 4247.403320
	Iteration 1F: 3 clusters Score -596263.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -596708.562500 Penalty: 4247.403320
	Iteration 2F: 3 clusters Score -596708.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -597148.812500 Penalty: 4247.403320
	Iteration 3F: 3 clusters Score -597148.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -597464.687500 Penalty: 4247.403320
	Iteration 4F: 3 clusters Score -597464.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -597709.000000 Penalty: 4247.403320
	Iteration 5F: 3 clusters Score -597709 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -597939.437500 Penalty: 4247.403320
	Iteration 6F: 3 clusters Score -597939.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -598128.812500 Penalty: 4247.403320
	Iteration 7Q: 3 clusters Score -598128.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -598257.250000 Penalty: 4247.403320
	Iteration 8Q: 3 clusters Score -598257.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -598350.500000 Penalty: 4247.403320
	Iteration 9Q: 3 clusters Score -598350.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -598427.562500 Penalty: 4247.403320
	Iteration 10Q: 3 clusters Score -598427.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -598490.687500 Penalty: 4247.403320
	Iteration 11Q: 3 clusters Score -598490.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -598532.562500 Penalty: 4247.403320
	Iteration 12Q: 3 clusters Score -598532.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -598553.187500 Penalty: 4247.403320
	Iteration 13Q: 3 clusters Score -598553.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -598564.937500 Penalty: 4247.403320
	Iteration 14Q: 3 clusters Score -598564.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -598574.562500 Penalty: 4247.403320
	Iteration 15Q: 3 clusters Score -598574.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -598581.687500 Penalty: 4247.403320
	Iteration 16Q: 3 clusters Score -598581.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -598586.187500 Penalty: 4247.403320
	Iteration 17Q: 3 clusters Score -598586.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -598587.437500 Penalty: 4247.403320
	Iteration 18Q: 3 clusters Score -598587.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -598587.250000 Penalty: 4247.403320
	Iteration 19Q: 3 clusters Score -598587.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -598588.312500 Penalty: 4247.403320
	Iteration 20F: 3 clusters Score -598588.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -598591.062500 Penalty: 4247.403320
	Iteration 21Q: 3 clusters Score -598591.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -598593.375000 Penalty: 4247.403320
	Iteration 22Q: 3 clusters Score -598593.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -598595.312500 Penalty: 4247.403320
	Iteration 23Q: 3 clusters Score -598595.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -598600.437500 Penalty: 4247.403320
	Iteration 24Q: 3 clusters Score -598600.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -598602.187500 Penalty: 4247.403320
	Iteration 25Q: 3 clusters Score -598602.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -598604.375000 Penalty: 4247.403320
	Iteration 26Q: 3 clusters Score -598604.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -598606.812500 Penalty: 4247.403320
	Iteration 27Q: 3 clusters Score -598606.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -598608.812500 Penalty: 4247.403320
	Iteration 28Q: 3 clusters Score -598608.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -598610.625000 Penalty: 4247.403320
	Iteration 29Q: 3 clusters Score -598610.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -598610.375000 Penalty: 4247.403320
	Iteration 30Q: 3 clusters Score -598610.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -598611.562500 Penalty: 4247.403320
	Iteration 31Q: 3 clusters Score -598611.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -598614.312500 Penalty: 4247.403320
	Iteration 32Q: 3 clusters Score -598614.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -598615.750000 Penalty: 4247.403320
	Iteration 33Q: 3 clusters Score -598615.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -598616.437500 Penalty: 4247.403320
	Iteration 34Q: 3 clusters Score -598616.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -598619.750000 Penalty: 4247.403320
	Iteration 35Q: 3 clusters Score -598619.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -598622.562500 Penalty: 4247.403320
	Iteration 36Q: 3 clusters Score -598622.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -598623.000000 Penalty: 4247.403320
	Iteration 37Q: 3 clusters Score -598623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -598623.687500 Penalty: 4247.403320
	Iteration 38Q: 3 clusters Score -598623.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -598624.437500 Penalty: 4247.403320
	Iteration 39Q: 3 clusters Score -598624.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -598624.875000 Penalty: 4247.403320
	Iteration 40F: 3 clusters Score -598624.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -598626.375000 Penalty: 4247.403320
	Iteration 41Q: 3 clusters Score -598626.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -598627.687500 Penalty: 4247.403320
	Iteration 42Q: 3 clusters Score -598627.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -598629.937500 Penalty: 4247.403320
	Iteration 43Q: 3 clusters Score -598629.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -598632.375000 Penalty: 4247.403320
	Iteration 44Q: 3 clusters Score -598632.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -598635.937500 Penalty: 4247.403320
	Iteration 45Q: 3 clusters Score -598635.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -598640.437500 Penalty: 4247.403320
	Iteration 46Q: 3 clusters Score -598640.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -598643.812500 Penalty: 4247.403320
	Iteration 47Q: 3 clusters Score -598643.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -598645.375000 Penalty: 4247.403320
	Iteration 48Q: 3 clusters Score -598645.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -598645.562500 Penalty: 4247.403320
	Iteration 49Q: 3 clusters Score -598645.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -598645.812500 Penalty: 4247.403320
	Iteration 50Q: 3 clusters Score -598645.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -598647.000000 Penalty: 4247.403320
	Iteration 51Q: 3 clusters Score -598647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -598648.750000 Penalty: 4247.403320
	Iteration 52Q: 3 clusters Score -598648.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -598652.312500 Penalty: 4247.403320
	Iteration 53Q: 3 clusters Score -598652.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -598655.937500 Penalty: 4247.403320
	Iteration 54Q: 3 clusters Score -598655.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -598661.937500 Penalty: 4247.403320
	Iteration 55Q: 3 clusters Score -598661.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -598664.187500 Penalty: 4247.403320
	Iteration 56Q: 3 clusters Score -598664.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -598664.875000 Penalty: 4247.403320
	Iteration 57Q: 3 clusters Score -598664.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -598665.187500 Penalty: 4247.403320
	Iteration 58Q: 3 clusters Score -598665.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -598665.125000 Penalty: 4247.403320
	Iteration 59Q: 3 clusters Score -598665.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -598667.000000 Penalty: 4247.403320
	Iteration 60F: 3 clusters Score -598667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (58166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58166 members 
Entering Unmasked Estep 
Score: -6989197.500000 Penalty: 2720.821777
	Iteration 0F: 2 clusters Score -6989198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -6949980.000000 Penalty: 5441.643555
	Iteration 0F: 3 clusters Score -6949980 nChanged 27092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -6965327.500000 Penalty: 5441.643555
	Iteration 1F: 3 clusters Score -6965328 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -6965904.500000 Penalty: 5441.643555
	Iteration 2Q: 3 clusters Score -6965904 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -6966483.500000 Penalty: 5441.643555
	Iteration 3Q: 3 clusters Score -6966484 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -6967089.000000 Penalty: 5441.643555
	Iteration 4Q: 3 clusters Score -6967089 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -6967767.500000 Penalty: 5441.643555
	Iteration 5Q: 3 clusters Score -6967768 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -6968746.500000 Penalty: 5441.643555
	Iteration 6Q: 3 clusters Score -6968746 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -6970035.000000 Penalty: 5441.643555
	Iteration 7Q: 3 clusters Score -6970035 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -6971747.500000 Penalty: 5441.643555
	Iteration 8F: 3 clusters Score -6971748 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -6973929.000000 Penalty: 5441.643555
	Iteration 9F: 3 clusters Score -6973929 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -6976293.500000 Penalty: 5441.643555
	Iteration 10F: 3 clusters Score -6976294 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -6978072.000000 Penalty: 5441.643555
	Iteration 11F: 3 clusters Score -6978072 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -6978876.500000 Penalty: 5441.643555
	Iteration 12Q: 3 clusters Score -6978876 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -6979236.000000 Penalty: 5441.643555
	Iteration 13Q: 3 clusters Score -6979236 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -6979409.500000 Penalty: 5441.643555
	Iteration 14Q: 3 clusters Score -6979410 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -6979472.500000 Penalty: 5441.643555
	Iteration 15Q: 3 clusters Score -6979472 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -6979566.500000 Penalty: 5441.643555
	Iteration 16Q: 3 clusters Score -6979566 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -6979644.500000 Penalty: 5441.643555
	Iteration 17Q: 3 clusters Score -6979644 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -6979701.500000 Penalty: 5441.643555
	Iteration 18Q: 3 clusters Score -6979702 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -6979773.000000 Penalty: 5441.643555
	Iteration 19Q: 3 clusters Score -6979773 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -6979819.000000 Penalty: 5441.643555
	Iteration 20F: 3 clusters Score -6979819 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -6979915.500000 Penalty: 5441.643555
	Iteration 21Q: 3 clusters Score -6979916 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -6980012.500000 Penalty: 5441.643555
	Iteration 22Q: 3 clusters Score -6980012 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -6980055.500000 Penalty: 5441.643555
	Iteration 23Q: 3 clusters Score -6980056 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -6980177.000000 Penalty: 5441.643555
	Iteration 24Q: 3 clusters Score -6980177 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -6980283.000000 Penalty: 5441.643555
	Iteration 25Q: 3 clusters Score -6980283 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -6980400.000000 Penalty: 5441.643555
	Iteration 26Q: 3 clusters Score -6980400 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -6980585.500000 Penalty: 5441.643555
	Iteration 27Q: 3 clusters Score -6980586 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -6980714.000000 Penalty: 5441.643555
	Iteration 28Q: 3 clusters Score -6980714 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -6980882.000000 Penalty: 5441.643555
	Iteration 29Q: 3 clusters Score -6980882 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -6981000.000000 Penalty: 5441.643555
	Iteration 30Q: 3 clusters Score -6981000 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -6981181.500000 Penalty: 5441.643555
	Iteration 31Q: 3 clusters Score -6981182 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -6981353.000000 Penalty: 5441.643555
	Iteration 32Q: 3 clusters Score -6981353 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -6981559.000000 Penalty: 5441.643555
	Iteration 33Q: 3 clusters Score -6981559 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -6981722.500000 Penalty: 5441.643555
	Iteration 34Q: 3 clusters Score -6981722 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -6981899.000000 Penalty: 5441.643555
	Iteration 35Q: 3 clusters Score -6981899 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -6982134.000000 Penalty: 5441.643555
	Iteration 36Q: 3 clusters Score -6982134 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -6982257.000000 Penalty: 5441.643555
	Iteration 37Q: 3 clusters Score -6982257 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -6982403.500000 Penalty: 5441.643555
	Iteration 38Q: 3 clusters Score -6982404 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -6982551.500000 Penalty: 5441.643555
	Iteration 39Q: 3 clusters Score -6982552 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -6982695.500000 Penalty: 5441.643555
	Iteration 40F: 3 clusters Score -6982696 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -6982822.000000 Penalty: 5441.643555
	Iteration 41Q: 3 clusters Score -6982822 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -6982986.500000 Penalty: 5441.643555
	Iteration 42Q: 3 clusters Score -6982986 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -6983130.000000 Penalty: 5441.643555
	Iteration 43Q: 3 clusters Score -6983130 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -6983278.000000 Penalty: 5441.643555
	Iteration 44Q: 3 clusters Score -6983278 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -6983409.000000 Penalty: 5441.643555
	Iteration 45Q: 3 clusters Score -6983409 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -6983530.500000 Penalty: 5441.643555
	Iteration 46Q: 3 clusters Score -6983530 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
Score: -6983687.500000 Penalty: 5441.643555
	Iteration 47Q: 3 clusters Score -6983688 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -6983877.000000 Penalty: 5441.643555
	Iteration 48Q: 3 clusters Score -6983877 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -6984045.500000 Penalty: 5441.643555
	Iteration 49Q: 3 clusters Score -6984046 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -6984229.000000 Penalty: 5441.643555
	Iteration 50Q: 3 clusters Score -6984229 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -6984411.000000 Penalty: 5441.643555
	Iteration 51Q: 3 clusters Score -6984411 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -6984630.500000 Penalty: 5441.643555
	Iteration 52Q: 3 clusters Score -6984630 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -6984797.000000 Penalty: 5441.643555
	Iteration 53Q: 3 clusters Score -6984797 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -6984963.500000 Penalty: 5441.643555
	Iteration 54Q: 3 clusters Score -6984964 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 50041 members 
Entering Unmasked Estep 
Score: -6985130.500000 Penalty: 5441.643555
	Iteration 55Q: 3 clusters Score -6985130 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -6985282.500000 Penalty: 5441.643555
	Iteration 56Q: 3 clusters Score -6985282 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -6985410.000000 Penalty: 5441.643555
	Iteration 57Q: 3 clusters Score -6985410 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 51542 members 
Entering Unmasked Estep 
Score: -6985561.000000 Penalty: 5441.643555
	Iteration 58Q: 3 clusters Score -6985561 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 52022 members 
Entering Unmasked Estep 
Score: -6985682.000000 Penalty: 5441.643555
	Iteration 59Q: 3 clusters Score -6985682 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 52507 members 
Entering Unmasked Estep 
Score: -6985875.500000 Penalty: 5441.643555
	Iteration 60F: 3 clusters Score -6985876 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 52958 members 
Entering Unmasked Estep 
Score: -6986013.500000 Penalty: 5441.643555
	Iteration 61Q: 3 clusters Score -6986014 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -6986159.500000 Penalty: 5441.643555
	Iteration 62Q: 3 clusters Score -6986160 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -6986299.000000 Penalty: 5441.643555
	Iteration 63Q: 3 clusters Score -6986299 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
Score: -6986399.000000 Penalty: 5441.643555
	Iteration 64Q: 3 clusters Score -6986399 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -6986488.000000 Penalty: 5441.643555
	Iteration 65Q: 3 clusters Score -6986488 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -6986588.500000 Penalty: 5441.643555
	Iteration 66Q: 3 clusters Score -6986588 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 54843 members 
Entering Unmasked Estep 
Score: -6986662.500000 Penalty: 5441.643555
	Iteration 67Q: 3 clusters Score -6986662 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 55055 members 
Entering Unmasked Estep 
Score: -6986715.500000 Penalty: 5441.643555
	Iteration 68Q: 3 clusters Score -6986716 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -6986771.500000 Penalty: 5441.643555
	Iteration 69Q: 3 clusters Score -6986772 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 55419 members 
Entering Unmasked Estep 
Score: -6986793.500000 Penalty: 5441.643555
	Iteration 70Q: 3 clusters Score -6986794 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 55554 members 
Entering Unmasked Estep 
Score: -6986805.500000 Penalty: 5441.643555
	Iteration 71Q: 3 clusters Score -6986806 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -6986834.000000 Penalty: 5441.643555
	Iteration 72Q: 3 clusters Score -6986834 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 55777 members 
Entering Unmasked Estep 
Score: -6986862.000000 Penalty: 5441.643555
	Iteration 73Q: 3 clusters Score -6986862 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 55883 members 
Entering Unmasked Estep 
Score: -6986885.500000 Penalty: 5441.643555
	Iteration 74Q: 3 clusters Score -6986886 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 55974 members 
Entering Unmasked Estep 
Score: -6986908.500000 Penalty: 5441.643555
	Iteration 75Q: 3 clusters Score -6986908 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -6986937.500000 Penalty: 5441.643555
	Iteration 76Q: 3 clusters Score -6986938 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 56121 members 
Entering Unmasked Estep 
Score: -6986950.000000 Penalty: 5441.643555
	Iteration 77Q: 3 clusters Score -6986950 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 56176 members 
Entering Unmasked Estep 
Score: -6986973.000000 Penalty: 5441.643555
	Iteration 78Q: 3 clusters Score -6986973 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 56221 members 
Entering Unmasked Estep 
Score: -6986975.500000 Penalty: 5441.643555
	Iteration 79Q: 3 clusters Score -6986976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 56263 members 
Entering Unmasked Estep 
Score: -6986986.000000 Penalty: 5441.643555
	Iteration 80F: 3 clusters Score -6986986 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 56304 members 
Entering Unmasked Estep 
Score: -6986996.500000 Penalty: 5441.643555
	Iteration 81Q: 3 clusters Score -6986996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 56341 members 
Entering Unmasked Estep 
Score: -6987020.500000 Penalty: 5441.643555
	Iteration 82Q: 3 clusters Score -6987020 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -6987019.500000 Penalty: 5441.643555
	Iteration 83Q: 3 clusters Score -6987020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 56420 members 
Entering Unmasked Estep 
Score: -6987037.000000 Penalty: 5441.643555
	Iteration 84Q: 3 clusters Score -6987037 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 56454 members 
Entering Unmasked Estep 
Score: -6987033.000000 Penalty: 5441.643555
	Iteration 85Q: 3 clusters Score -6987033 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -6987044.000000 Penalty: 5441.643555
	Iteration 86Q: 3 clusters Score -6987044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 56519 members 
Entering Unmasked Estep 
Score: -6987047.000000 Penalty: 5441.643555
	Iteration 87Q: 3 clusters Score -6987047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 56545 members 
Entering Unmasked Estep 
Score: -6987066.000000 Penalty: 5441.643555
	Iteration 88Q: 3 clusters Score -6987066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 56570 members 
Entering Unmasked Estep 
Score: -6987059.500000 Penalty: 5441.643555
	Iteration 89Q: 3 clusters Score -6987060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 56597 members 
Entering Unmasked Estep 
Score: -6987072.500000 Penalty: 5441.643555
	Iteration 90Q: 3 clusters Score -6987072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 56625 members 
Entering Unmasked Estep 
Score: -6987076.000000 Penalty: 5441.643555
	Iteration 91Q: 3 clusters Score -6987076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 56642 members 
Entering Unmasked Estep 
Score: -6987087.000000 Penalty: 5441.643555
	Iteration 92Q: 3 clusters Score -6987087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 56662 members 
Entering Unmasked Estep 
Score: -6987100.000000 Penalty: 5441.643555
	Iteration 93Q: 3 clusters Score -6987100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 56677 members 
Entering Unmasked Estep 
Score: -6987103.500000 Penalty: 5441.643555
	Iteration 94Q: 3 clusters Score -6987104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 56689 members 
Entering Unmasked Estep 
Score: -6987092.500000 Penalty: 5441.643555
	Iteration 95Q: 3 clusters Score -6987092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 56703 members 
Entering Unmasked Estep 
Score: -6987098.000000 Penalty: 5441.643555
	Iteration 96Q: 3 clusters Score -6987098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 56721 members 
Entering Unmasked Estep 
Score: -6987108.500000 Penalty: 5441.643555
	Iteration 97Q: 3 clusters Score -6987108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
Score: -6987099.500000 Penalty: 5441.643555
	Iteration 98Q: 3 clusters Score -6987100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 56753 members 
Entering Unmasked Estep 
Score: -6987112.500000 Penalty: 5441.643555
	Iteration 99Q: 3 clusters Score -6987112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 56774 members 
Entering Unmasked Estep 
Score: -6987124.000000 Penalty: 5441.643555
	Iteration 100F: 3 clusters Score -6987124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
Score: -6987129.500000 Penalty: 5441.643555
	Iteration 101Q: 3 clusters Score -6987130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 56795 members 
Entering Unmasked Estep 
Score: -6987123.000000 Penalty: 5441.643555
	Iteration 102Q: 3 clusters Score -6987123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -6987117.500000 Penalty: 5441.643555
	Iteration 103Q: 3 clusters Score -6987118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -6987128.000000 Penalty: 5441.643555
	Iteration 104Q: 3 clusters Score -6987128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 56830 members 
Entering Unmasked Estep 
Score: -6987140.000000 Penalty: 5441.643555
	Iteration 105Q: 3 clusters Score -6987140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 56840 members 
Entering Unmasked Estep 
Score: -6987139.000000 Penalty: 5441.643555
	Iteration 106Q: 3 clusters Score -6987139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 56851 members 
Entering Unmasked Estep 
Score: -6987138.000000 Penalty: 5441.643555
	Iteration 107Q: 3 clusters Score -6987138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 56863 members 
Entering Unmasked Estep 
Score: -6987140.500000 Penalty: 5441.643555
	Iteration 108Q: 3 clusters Score -6987140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 56868 members 
Entering Unmasked Estep 
Score: -6987142.000000 Penalty: 5441.643555
	Iteration 109Q: 3 clusters Score -6987142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 56873 members 
Entering Unmasked Estep 
Score: -6987138.000000 Penalty: 5441.643555
	Iteration 110Q: 3 clusters Score -6987138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 56874 members 
Entering Unmasked Estep 
Score: -6987137.000000 Penalty: 5441.643555
	Iteration 111Q: 3 clusters Score -6987137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 56877 members 
Entering Unmasked Estep 
Score: -6987142.500000 Penalty: 5441.643555
	Iteration 112Q: 3 clusters Score -6987142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
Score: -6987141.500000 Penalty: 5441.643555
	Iteration 113Q: 3 clusters Score -6987142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -6987140.000000 Penalty: 5441.643555
	Iteration 114Q: 3 clusters Score -6987140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -6987137.000000 Penalty: 5441.643555
	Iteration 115Q: 3 clusters Score -6987137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -6987137.000000 Penalty: 5441.643555
	Iteration 116F: 3 clusters Score -6987137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Entering Unmasked Estep 
Score: -5453698.500000 Penalty: 2657.951416
	Iteration 0F: 2 clusters Score -5453698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -5423121.500000 Penalty: 5315.902832
	Iteration 0F: 3 clusters Score -5423122 nChanged 20752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -5434580.500000 Penalty: 5315.902832
	Iteration 1F: 3 clusters Score -5434580 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -5435043.000000 Penalty: 5315.902832
	Iteration 2Q: 3 clusters Score -5435043 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -5435446.000000 Penalty: 5315.902832
	Iteration 3Q: 3 clusters Score -5435446 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -5435810.000000 Penalty: 5315.902832
	Iteration 4Q: 3 clusters Score -5435810 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -5436152.000000 Penalty: 5315.902832
	Iteration 5Q: 3 clusters Score -5436152 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -5436525.500000 Penalty: 5315.902832
	Iteration 6Q: 3 clusters Score -5436526 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -5436967.500000 Penalty: 5315.902832
	Iteration 7Q: 3 clusters Score -5436968 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -5437645.500000 Penalty: 5315.902832
	Iteration 8Q: 3 clusters Score -5437646 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -5438486.000000 Penalty: 5315.902832
	Iteration 9Q: 3 clusters Score -5438486 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -5439700.500000 Penalty: 5315.902832
	Iteration 10Q: 3 clusters Score -5439700 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -5441348.500000 Penalty: 5315.902832
	Iteration 11F: 3 clusters Score -5441348 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -5443368.500000 Penalty: 5315.902832
	Iteration 12F: 3 clusters Score -5443368 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -5445340.000000 Penalty: 5315.902832
	Iteration 13F: 3 clusters Score -5445340 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -5446838.500000 Penalty: 5315.902832
	Iteration 14Q: 3 clusters Score -5446838 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -5447961.000000 Penalty: 5315.902832
	Iteration 15Q: 3 clusters Score -5447961 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -5448693.000000 Penalty: 5315.902832
	Iteration 16Q: 3 clusters Score -5448693 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -5449126.000000 Penalty: 5315.902832
	Iteration 17Q: 3 clusters Score -5449126 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -5449443.000000 Penalty: 5315.902832
	Iteration 18Q: 3 clusters Score -5449443 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -5449629.000000 Penalty: 5315.902832
	Iteration 19Q: 3 clusters Score -5449629 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -5449819.500000 Penalty: 5315.902832
	Iteration 20F: 3 clusters Score -5449820 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -5449941.500000 Penalty: 5315.902832
	Iteration 21Q: 3 clusters Score -5449942 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -5450065.500000 Penalty: 5315.902832
	Iteration 22Q: 3 clusters Score -5450066 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -5450154.000000 Penalty: 5315.902832
	Iteration 23Q: 3 clusters Score -5450154 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -5450245.000000 Penalty: 5315.902832
	Iteration 24Q: 3 clusters Score -5450245 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -5450335.500000 Penalty: 5315.902832
	Iteration 25Q: 3 clusters Score -5450336 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -5450434.500000 Penalty: 5315.902832
	Iteration 26Q: 3 clusters Score -5450434 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -5450521.000000 Penalty: 5315.902832
	Iteration 27Q: 3 clusters Score -5450521 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -5450616.500000 Penalty: 5315.902832
	Iteration 28Q: 3 clusters Score -5450616 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -5450689.000000 Penalty: 5315.902832
	Iteration 29Q: 3 clusters Score -5450689 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -5450768.500000 Penalty: 5315.902832
	Iteration 30Q: 3 clusters Score -5450768 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -5450835.000000 Penalty: 5315.902832
	Iteration 31Q: 3 clusters Score -5450835 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -5450876.500000 Penalty: 5315.902832
	Iteration 32Q: 3 clusters Score -5450876 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -5450921.000000 Penalty: 5315.902832
	Iteration 33Q: 3 clusters Score -5450921 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -5450998.000000 Penalty: 5315.902832
	Iteration 34Q: 3 clusters Score -5450998 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 42613 members 
Entering Unmasked Estep 
Score: -5451020.500000 Penalty: 5315.902832
	Iteration 35Q: 3 clusters Score -5451020 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -5451072.500000 Penalty: 5315.902832
	Iteration 36Q: 3 clusters Score -5451072 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -5451122.000000 Penalty: 5315.902832
	Iteration 37Q: 3 clusters Score -5451122 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -5451162.500000 Penalty: 5315.902832
	Iteration 38Q: 3 clusters Score -5451162 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -5451208.000000 Penalty: 5315.902832
	Iteration 39Q: 3 clusters Score -5451208 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -5451244.000000 Penalty: 5315.902832
	Iteration 40F: 3 clusters Score -5451244 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -5451259.000000 Penalty: 5315.902832
	Iteration 41Q: 3 clusters Score -5451259 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -5451286.000000 Penalty: 5315.902832
	Iteration 42Q: 3 clusters Score -5451286 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -5451294.000000 Penalty: 5315.902832
	Iteration 43Q: 3 clusters Score -5451294 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -5451309.000000 Penalty: 5315.902832
	Iteration 44Q: 3 clusters Score -5451309 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -5451332.500000 Penalty: 5315.902832
	Iteration 45Q: 3 clusters Score -5451332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -5451347.500000 Penalty: 5315.902832
	Iteration 46Q: 3 clusters Score -5451348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -5451359.500000 Penalty: 5315.902832
	Iteration 47Q: 3 clusters Score -5451360 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -5451370.000000 Penalty: 5315.902832
	Iteration 48Q: 3 clusters Score -5451370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -5451377.000000 Penalty: 5315.902832
	Iteration 49Q: 3 clusters Score -5451377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -5451385.000000 Penalty: 5315.902832
	Iteration 50Q: 3 clusters Score -5451385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -5451404.500000 Penalty: 5315.902832
	Iteration 51Q: 3 clusters Score -5451404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -5451415.000000 Penalty: 5315.902832
	Iteration 52Q: 3 clusters Score -5451415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -5451420.500000 Penalty: 5315.902832
	Iteration 53Q: 3 clusters Score -5451420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -5451418.500000 Penalty: 5315.902832
	Iteration 54Q: 3 clusters Score -5451418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -5451416.500000 Penalty: 5315.902832
	Iteration 55Q: 3 clusters Score -5451416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -5451421.000000 Penalty: 5315.902832
	Iteration 56Q: 3 clusters Score -5451421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -5451422.500000 Penalty: 5315.902832
	Iteration 57Q: 3 clusters Score -5451422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -5451428.500000 Penalty: 5315.902832
	Iteration 58Q: 3 clusters Score -5451428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -5451436.000000 Penalty: 5315.902832
	Iteration 59Q: 3 clusters Score -5451436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -5451430.500000 Penalty: 5315.902832
	Iteration 60F: 3 clusters Score -5451430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -5451432.000000 Penalty: 5315.902832
	Iteration 61Q: 3 clusters Score -5451432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -5451435.000000 Penalty: 5315.902832
	Iteration 62Q: 3 clusters Score -5451435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -5451434.500000 Penalty: 5315.902832
	Iteration 63Q: 3 clusters Score -5451434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -5451432.500000 Penalty: 5315.902832
	Iteration 64Q: 3 clusters Score -5451432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -5451432.500000 Penalty: 5315.902832
	Iteration 65Q: 3 clusters Score -5451432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -5451432.500000 Penalty: 5315.902832
	Iteration 66Q: 3 clusters Score -5451432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -5451431.500000 Penalty: 5315.902832
	Iteration 67Q: 3 clusters Score -5451432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -5451437.000000 Penalty: 5315.902832
	Iteration 68Q: 3 clusters Score -5451437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -5451441.000000 Penalty: 5315.902832
	Iteration 69Q: 3 clusters Score -5451441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -5451448.500000 Penalty: 5315.902832
	Iteration 70Q: 3 clusters Score -5451448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -5451446.500000 Penalty: 5315.902832
	Iteration 71Q: 3 clusters Score -5451446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -5451444.500000 Penalty: 5315.902832
	Iteration 72Q: 3 clusters Score -5451444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 43827 members 
Entering Unmasked Estep 
Score: -5451447.000000 Penalty: 5315.902832
	Iteration 73Q: 3 clusters Score -5451447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -5451448.500000 Penalty: 5315.902832
	Iteration 74Q: 3 clusters Score -5451448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -5451441.000000 Penalty: 5315.902832
	Iteration 75Q: 3 clusters Score -5451441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -5451444.000000 Penalty: 5315.902832
	Iteration 76Q: 3 clusters Score -5451444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -5451444.000000 Penalty: 5315.902832
	Iteration 77Q: 3 clusters Score -5451444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -5451444.000000 Penalty: 5315.902832
	Iteration 78F: 3 clusters Score -5451444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Entering Unmasked Estep 
Score: -3171450.500000 Penalty: 2526.388184
	Iteration 0F: 2 clusters Score -3171450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -3153284.000000 Penalty: 5052.776367
	Iteration 0F: 3 clusters Score -3153284 nChanged 11877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -3159510.250000 Penalty: 5052.776367
	Iteration 1F: 3 clusters Score -3159510 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -3159953.750000 Penalty: 5052.776367
	Iteration 2Q: 3 clusters Score -3159954 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -3160362.500000 Penalty: 5052.776367
	Iteration 3Q: 3 clusters Score -3160362 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -3160782.750000 Penalty: 5052.776367
	Iteration 4Q: 3 clusters Score -3160783 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -3161228.750000 Penalty: 5052.776367
	Iteration 5Q: 3 clusters Score -3161229 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -3161745.250000 Penalty: 5052.776367
	Iteration 6Q: 3 clusters Score -3161745 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -3162445.000000 Penalty: 5052.776367
	Iteration 7Q: 3 clusters Score -3162445 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -3163247.000000 Penalty: 5052.776367
	Iteration 8F: 3 clusters Score -3163247 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -3164202.500000 Penalty: 5052.776367
	Iteration 9F: 3 clusters Score -3164202 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -3165216.750000 Penalty: 5052.776367
	Iteration 10F: 3 clusters Score -3165217 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -3166239.250000 Penalty: 5052.776367
	Iteration 11F: 3 clusters Score -3166239 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -3167160.500000 Penalty: 5052.776367
	Iteration 12Q: 3 clusters Score -3167160 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -3167797.250000 Penalty: 5052.776367
	Iteration 13Q: 3 clusters Score -3167797 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -3168167.750000 Penalty: 5052.776367
	Iteration 14Q: 3 clusters Score -3168168 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -3168412.000000 Penalty: 5052.776367
	Iteration 15Q: 3 clusters Score -3168412 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -3168588.500000 Penalty: 5052.776367
	Iteration 16Q: 3 clusters Score -3168588 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3168736.000000 Penalty: 5052.776367
	Iteration 17Q: 3 clusters Score -3168736 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -3168863.500000 Penalty: 5052.776367
	Iteration 18Q: 3 clusters Score -3168864 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -3168977.750000 Penalty: 5052.776367
	Iteration 19Q: 3 clusters Score -3168978 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -3169080.000000 Penalty: 5052.776367
	Iteration 20F: 3 clusters Score -3169080 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3169178.750000 Penalty: 5052.776367
	Iteration 21Q: 3 clusters Score -3169179 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3169253.250000 Penalty: 5052.776367
	Iteration 22Q: 3 clusters Score -3169253 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3169327.000000 Penalty: 5052.776367
	Iteration 23Q: 3 clusters Score -3169327 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3169387.500000 Penalty: 5052.776367
	Iteration 24Q: 3 clusters Score -3169388 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3169434.500000 Penalty: 5052.776367
	Iteration 25Q: 3 clusters Score -3169434 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3169482.750000 Penalty: 5052.776367
	Iteration 26Q: 3 clusters Score -3169483 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3169515.750000 Penalty: 5052.776367
	Iteration 27Q: 3 clusters Score -3169516 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3169552.000000 Penalty: 5052.776367
	Iteration 28Q: 3 clusters Score -3169552 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3169566.500000 Penalty: 5052.776367
	Iteration 29Q: 3 clusters Score -3169566 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3169599.750000 Penalty: 5052.776367
	Iteration 30Q: 3 clusters Score -3169600 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3169633.000000 Penalty: 5052.776367
	Iteration 31Q: 3 clusters Score -3169633 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3169645.000000 Penalty: 5052.776367
	Iteration 32Q: 3 clusters Score -3169645 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3169662.500000 Penalty: 5052.776367
	Iteration 33Q: 3 clusters Score -3169662 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3169693.000000 Penalty: 5052.776367
	Iteration 34Q: 3 clusters Score -3169693 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3169709.000000 Penalty: 5052.776367
	Iteration 35Q: 3 clusters Score -3169709 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3169716.750000 Penalty: 5052.776367
	Iteration 36Q: 3 clusters Score -3169717 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3169720.500000 Penalty: 5052.776367
	Iteration 37Q: 3 clusters Score -3169720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3169732.250000 Penalty: 5052.776367
	Iteration 38Q: 3 clusters Score -3169732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3169742.000000 Penalty: 5052.776367
	Iteration 39Q: 3 clusters Score -3169742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3169746.250000 Penalty: 5052.776367
	Iteration 40F: 3 clusters Score -3169746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3169742.750000 Penalty: 5052.776367
	Iteration 41Q: 3 clusters Score -3169743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3169743.250000 Penalty: 5052.776367
	Iteration 42Q: 3 clusters Score -3169743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3169748.500000 Penalty: 5052.776367
	Iteration 43Q: 3 clusters Score -3169748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3169750.750000 Penalty: 5052.776367
	Iteration 44Q: 3 clusters Score -3169751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3169753.500000 Penalty: 5052.776367
	Iteration 45Q: 3 clusters Score -3169754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3169752.500000 Penalty: 5052.776367
	Iteration 46Q: 3 clusters Score -3169752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3169759.500000 Penalty: 5052.776367
	Iteration 47Q: 3 clusters Score -3169760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3169764.500000 Penalty: 5052.776367
	Iteration 48Q: 3 clusters Score -3169764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3169767.500000 Penalty: 5052.776367
	Iteration 49Q: 3 clusters Score -3169768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3169768.250000 Penalty: 5052.776367
	Iteration 50Q: 3 clusters Score -3169768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3169781.000000 Penalty: 5052.776367
	Iteration 51Q: 3 clusters Score -3169781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3169777.250000 Penalty: 5052.776367
	Iteration 52Q: 3 clusters Score -3169777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3169785.750000 Penalty: 5052.776367
	Iteration 53Q: 3 clusters Score -3169786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3169790.000000 Penalty: 5052.776367
	Iteration 54Q: 3 clusters Score -3169790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3169795.000000 Penalty: 5052.776367
	Iteration 55Q: 3 clusters Score -3169795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3169798.250000 Penalty: 5052.776367
	Iteration 56Q: 3 clusters Score -3169798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3169798.750000 Penalty: 5052.776367
	Iteration 57Q: 3 clusters Score -3169799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3169801.750000 Penalty: 5052.776367
	Iteration 58Q: 3 clusters Score -3169802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3169800.500000 Penalty: 5052.776367
	Iteration 59Q: 3 clusters Score -3169800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3169803.750000 Penalty: 5052.776367
	Iteration 60F: 3 clusters Score -3169804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3169806.750000 Penalty: 5052.776367
	Iteration 61Q: 3 clusters Score -3169807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3169807.750000 Penalty: 5052.776367
	Iteration 62Q: 3 clusters Score -3169808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3169812.500000 Penalty: 5052.776367
	Iteration 63Q: 3 clusters Score -3169812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3169812.750000 Penalty: 5052.776367
	Iteration 64Q: 3 clusters Score -3169813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3169813.000000 Penalty: 5052.776367
	Iteration 65Q: 3 clusters Score -3169813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3169817.000000 Penalty: 5052.776367
	Iteration 66Q: 3 clusters Score -3169817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3169817.750000 Penalty: 5052.776367
	Iteration 67Q: 3 clusters Score -3169818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3169819.500000 Penalty: 5052.776367
	Iteration 68Q: 3 clusters Score -3169820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3169822.250000 Penalty: 5052.776367
	Iteration 69Q: 3 clusters Score -3169822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3169829.250000 Penalty: 5052.776367
	Iteration 70Q: 3 clusters Score -3169829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3169828.250000 Penalty: 5052.776367
	Iteration 71Q: 3 clusters Score -3169828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3169824.750000 Penalty: 5052.776367
	Iteration 72Q: 3 clusters Score -3169825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3169827.500000 Penalty: 5052.776367
	Iteration 73Q: 3 clusters Score -3169828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3169827.500000 Penalty: 5052.776367
	Iteration 74F: 3 clusters Score -3169828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Entering Unmasked Estep 
Score: -1836009.125000 Penalty: 2389.208984
	Iteration 0F: 2 clusters Score -1836009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1824928.375000 Penalty: 4778.417969
	Iteration 0F: 3 clusters Score -1824928 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1828344.875000 Penalty: 4778.417969
	Iteration 1F: 3 clusters Score -1828345 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1828645.750000 Penalty: 4778.417969
	Iteration 2F: 3 clusters Score -1828646 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1828954.625000 Penalty: 4778.417969
	Iteration 3Q: 3 clusters Score -1828955 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1829306.000000 Penalty: 4778.417969
	Iteration 4Q: 3 clusters Score -1829306 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1829713.875000 Penalty: 4778.417969
	Iteration 5Q: 3 clusters Score -1829714 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1830147.625000 Penalty: 4778.417969
	Iteration 6Q: 3 clusters Score -1830148 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1830647.500000 Penalty: 4778.417969
	Iteration 7F: 3 clusters Score -1830648 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1831254.500000 Penalty: 4778.417969
	Iteration 8F: 3 clusters Score -1831254 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1831852.250000 Penalty: 4778.417969
	Iteration 9F: 3 clusters Score -1831852 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1832414.875000 Penalty: 4778.417969
	Iteration 10Q: 3 clusters Score -1832415 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1832864.625000 Penalty: 4778.417969
	Iteration 11Q: 3 clusters Score -1832865 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1833217.625000 Penalty: 4778.417969
	Iteration 12Q: 3 clusters Score -1833218 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1833482.125000 Penalty: 4778.417969
	Iteration 13Q: 3 clusters Score -1833482 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1833641.125000 Penalty: 4778.417969
	Iteration 14Q: 3 clusters Score -1833641 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1833733.625000 Penalty: 4778.417969
	Iteration 15Q: 3 clusters Score -1833734 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1833793.500000 Penalty: 4778.417969
	Iteration 16Q: 3 clusters Score -1833794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1833839.375000 Penalty: 4778.417969
	Iteration 17Q: 3 clusters Score -1833839 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1833869.250000 Penalty: 4778.417969
	Iteration 18Q: 3 clusters Score -1833869 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1833909.250000 Penalty: 4778.417969
	Iteration 19Q: 3 clusters Score -1833909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1833929.375000 Penalty: 4778.417969
	Iteration 20F: 3 clusters Score -1833929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1833941.250000 Penalty: 4778.417969
	Iteration 21Q: 3 clusters Score -1833941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1833946.625000 Penalty: 4778.417969
	Iteration 22Q: 3 clusters Score -1833947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1833953.250000 Penalty: 4778.417969
	Iteration 23Q: 3 clusters Score -1833953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1833958.375000 Penalty: 4778.417969
	Iteration 24Q: 3 clusters Score -1833958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1833957.125000 Penalty: 4778.417969
	Iteration 25Q: 3 clusters Score -1833957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1833962.000000 Penalty: 4778.417969
	Iteration 26Q: 3 clusters Score -1833962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1833968.125000 Penalty: 4778.417969
	Iteration 27Q: 3 clusters Score -1833968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1833971.875000 Penalty: 4778.417969
	Iteration 28Q: 3 clusters Score -1833972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1833971.250000 Penalty: 4778.417969
	Iteration 29Q: 3 clusters Score -1833971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1833971.875000 Penalty: 4778.417969
	Iteration 30Q: 3 clusters Score -1833972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1833975.875000 Penalty: 4778.417969
	Iteration 31Q: 3 clusters Score -1833976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1833976.000000 Penalty: 4778.417969
	Iteration 32Q: 3 clusters Score -1833976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1833976.000000 Penalty: 4778.417969
	Iteration 33Q: 3 clusters Score -1833976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1833982.750000 Penalty: 4778.417969
	Iteration 34Q: 3 clusters Score -1833983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1833985.000000 Penalty: 4778.417969
	Iteration 35Q: 3 clusters Score -1833985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1833989.375000 Penalty: 4778.417969
	Iteration 36Q: 3 clusters Score -1833989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1833989.875000 Penalty: 4778.417969
	Iteration 37Q: 3 clusters Score -1833990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1833989.875000 Penalty: 4778.417969
	Iteration 38F: 3 clusters Score -1833990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Entering Unmasked Estep 
Score: -712757.312500 Penalty: 2171.383789
	Iteration 0F: 2 clusters Score -712757.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -707345.500000 Penalty: 4342.767578
	Iteration 0F: 3 clusters Score -707345.5 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -708945.187500 Penalty: 4342.767578
	Iteration 1F: 3 clusters Score -708945.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -709380.500000 Penalty: 4342.767578
	Iteration 2F: 3 clusters Score -709380.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -709716.625000 Penalty: 4342.767578
	Iteration 3F: 3 clusters Score -709716.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -709974.062500 Penalty: 4342.767578
	Iteration 4F: 3 clusters Score -709974.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -710181.562500 Penalty: 4342.767578
	Iteration 5Q: 3 clusters Score -710181.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -710342.750000 Penalty: 4342.767578
	Iteration 6Q: 3 clusters Score -710342.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -710497.062500 Penalty: 4342.767578
	Iteration 7Q: 3 clusters Score -710497.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -710627.187500 Penalty: 4342.767578
	Iteration 8Q: 3 clusters Score -710627.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -710749.187500 Penalty: 4342.767578
	Iteration 9Q: 3 clusters Score -710749.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -710848.312500 Penalty: 4342.767578
	Iteration 10Q: 3 clusters Score -710848.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -710916.875000 Penalty: 4342.767578
	Iteration 11Q: 3 clusters Score -710916.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -710963.875000 Penalty: 4342.767578
	Iteration 12Q: 3 clusters Score -710963.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -711002.562500 Penalty: 4342.767578
	Iteration 13Q: 3 clusters Score -711002.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -711029.937500 Penalty: 4342.767578
	Iteration 14Q: 3 clusters Score -711029.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -711050.250000 Penalty: 4342.767578
	Iteration 15Q: 3 clusters Score -711050.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -711061.312500 Penalty: 4342.767578
	Iteration 16Q: 3 clusters Score -711061.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -711069.375000 Penalty: 4342.767578
	Iteration 17Q: 3 clusters Score -711069.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -711076.687500 Penalty: 4342.767578
	Iteration 18Q: 3 clusters Score -711076.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -711087.062500 Penalty: 4342.767578
	Iteration 19Q: 3 clusters Score -711087.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -711093.125000 Penalty: 4342.767578
	Iteration 20F: 3 clusters Score -711093.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -711100.687500 Penalty: 4342.767578
	Iteration 21Q: 3 clusters Score -711100.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -711105.875000 Penalty: 4342.767578
	Iteration 22Q: 3 clusters Score -711105.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -711113.875000 Penalty: 4342.767578
	Iteration 23Q: 3 clusters Score -711113.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -711119.312500 Penalty: 4342.767578
	Iteration 24Q: 3 clusters Score -711119.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -711125.250000 Penalty: 4342.767578
	Iteration 25Q: 3 clusters Score -711125.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -711128.125000 Penalty: 4342.767578
	Iteration 26Q: 3 clusters Score -711128.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -711130.750000 Penalty: 4342.767578
	Iteration 27Q: 3 clusters Score -711130.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -711133.750000 Penalty: 4342.767578
	Iteration 28Q: 3 clusters Score -711133.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -711139.312500 Penalty: 4342.767578
	Iteration 29Q: 3 clusters Score -711139.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -711145.625000 Penalty: 4342.767578
	Iteration 30Q: 3 clusters Score -711145.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -711151.437500 Penalty: 4342.767578
	Iteration 31Q: 3 clusters Score -711151.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -711158.437500 Penalty: 4342.767578
	Iteration 32Q: 3 clusters Score -711158.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -711163.125000 Penalty: 4342.767578
	Iteration 33Q: 3 clusters Score -711163.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -711169.937500 Penalty: 4342.767578
	Iteration 34Q: 3 clusters Score -711169.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -711175.125000 Penalty: 4342.767578
	Iteration 35Q: 3 clusters Score -711175.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -711182.812500 Penalty: 4342.767578
	Iteration 36Q: 3 clusters Score -711182.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -711187.000000 Penalty: 4342.767578
	Iteration 37Q: 3 clusters Score -711187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -711191.875000 Penalty: 4342.767578
	Iteration 38Q: 3 clusters Score -711191.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -711196.937500 Penalty: 4342.767578
	Iteration 39Q: 3 clusters Score -711196.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -711198.937500 Penalty: 4342.767578
	Iteration 40F: 3 clusters Score -711198.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -711203.437500 Penalty: 4342.767578
	Iteration 41Q: 3 clusters Score -711203.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -711205.875000 Penalty: 4342.767578
	Iteration 42Q: 3 clusters Score -711205.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -711209.062500 Penalty: 4342.767578
	Iteration 43Q: 3 clusters Score -711209.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -711216.625000 Penalty: 4342.767578
	Iteration 44Q: 3 clusters Score -711216.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -711224.000000 Penalty: 4342.767578
	Iteration 45Q: 3 clusters Score -711224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -711232.875000 Penalty: 4342.767578
	Iteration 46Q: 3 clusters Score -711232.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -711236.625000 Penalty: 4342.767578
	Iteration 47Q: 3 clusters Score -711236.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -711239.687500 Penalty: 4342.767578
	Iteration 48Q: 3 clusters Score -711239.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -711243.562500 Penalty: 4342.767578
	Iteration 49Q: 3 clusters Score -711243.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -711246.312500 Penalty: 4342.767578
	Iteration 50Q: 3 clusters Score -711246.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -711251.937500 Penalty: 4342.767578
	Iteration 51Q: 3 clusters Score -711251.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -711257.125000 Penalty: 4342.767578
	Iteration 52Q: 3 clusters Score -711257.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -711263.875000 Penalty: 4342.767578
	Iteration 53Q: 3 clusters Score -711263.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -711269.500000 Penalty: 4342.767578
	Iteration 54Q: 3 clusters Score -711269.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -711281.812500 Penalty: 4342.767578
	Iteration 55Q: 3 clusters Score -711281.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -711291.875000 Penalty: 4342.767578
	Iteration 56Q: 3 clusters Score -711291.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -711307.500000 Penalty: 4342.767578
	Iteration 57Q: 3 clusters Score -711307.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -711321.750000 Penalty: 4342.767578
	Iteration 58Q: 3 clusters Score -711321.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -711338.437500 Penalty: 4342.767578
	Iteration 59Q: 3 clusters Score -711338.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -711355.375000 Penalty: 4342.767578
	Iteration 60F: 3 clusters Score -711355.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -711370.187500 Penalty: 4342.767578
	Iteration 61Q: 3 clusters Score -711370.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -711386.812500 Penalty: 4342.767578
	Iteration 62Q: 3 clusters Score -711386.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -711413.062500 Penalty: 4342.767578
	Iteration 63Q: 3 clusters Score -711413.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -711444.312500 Penalty: 4342.767578
	Iteration 64Q: 3 clusters Score -711444.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -711478.625000 Penalty: 4342.767578
	Iteration 65Q: 3 clusters Score -711478.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -711508.500000 Penalty: 4342.767578
	Iteration 66Q: 3 clusters Score -711508.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -711532.625000 Penalty: 4342.767578
	Iteration 67Q: 3 clusters Score -711532.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -711561.437500 Penalty: 4342.767578
	Iteration 68Q: 3 clusters Score -711561.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -711601.062500 Penalty: 4342.767578
	Iteration 69Q: 3 clusters Score -711601.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -711640.812500 Penalty: 4342.767578
	Iteration 70Q: 3 clusters Score -711640.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -711686.250000 Penalty: 4342.767578
	Iteration 71Q: 3 clusters Score -711686.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -711742.687500 Penalty: 4342.767578
	Iteration 72Q: 3 clusters Score -711742.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -711797.000000 Penalty: 4342.767578
	Iteration 73Q: 3 clusters Score -711797 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -711851.250000 Penalty: 4342.767578
	Iteration 74Q: 3 clusters Score -711851.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -711902.187500 Penalty: 4342.767578
	Iteration 75Q: 3 clusters Score -711902.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -711963.312500 Penalty: 4342.767578
	Iteration 76Q: 3 clusters Score -711963.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -712017.562500 Penalty: 4342.767578
	Iteration 77Q: 3 clusters Score -712017.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -712060.500000 Penalty: 4342.767578
	Iteration 78Q: 3 clusters Score -712060.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -712103.937500 Penalty: 4342.767578
	Iteration 79Q: 3 clusters Score -712103.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -712148.312500 Penalty: 4342.767578
	Iteration 80F: 3 clusters Score -712148.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -712190.000000 Penalty: 4342.767578
	Iteration 81Q: 3 clusters Score -712190 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -712229.437500 Penalty: 4342.767578
	Iteration 82Q: 3 clusters Score -712229.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -712276.000000 Penalty: 4342.767578
	Iteration 83Q: 3 clusters Score -712276 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -712327.875000 Penalty: 4342.767578
	Iteration 84Q: 3 clusters Score -712327.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -712390.562500 Penalty: 4342.767578
	Iteration 85Q: 3 clusters Score -712390.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -712452.000000 Penalty: 4342.767578
	Iteration 86Q: 3 clusters Score -712452 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -712505.437500 Penalty: 4342.767578
	Iteration 87Q: 3 clusters Score -712505.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -712536.062500 Penalty: 4342.767578
	Iteration 88Q: 3 clusters Score -712536.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -712554.125000 Penalty: 4342.767578
	Iteration 89Q: 3 clusters Score -712554.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -712562.187500 Penalty: 4342.767578
	Iteration 90Q: 3 clusters Score -712562.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -712572.750000 Penalty: 4342.767578
	Iteration 91Q: 3 clusters Score -712572.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -712579.312500 Penalty: 4342.767578
	Iteration 92Q: 3 clusters Score -712579.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -712587.437500 Penalty: 4342.767578
	Iteration 93Q: 3 clusters Score -712587.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -712592.437500 Penalty: 4342.767578
	Iteration 94Q: 3 clusters Score -712592.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -712596.250000 Penalty: 4342.767578
	Iteration 95Q: 3 clusters Score -712596.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -712599.250000 Penalty: 4342.767578
	Iteration 96Q: 3 clusters Score -712599.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -712601.375000 Penalty: 4342.767578
	Iteration 97Q: 3 clusters Score -712601.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -712602.437500 Penalty: 4342.767578
	Iteration 98Q: 3 clusters Score -712602.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -712602.437500 Penalty: 4342.767578
	Iteration 99F: 3 clusters Score -712602.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Entering Unmasked Estep 
Score: -887304.062500 Penalty: 2210.293457
	Iteration 0F: 2 clusters Score -887304.1 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 3677 members 
Entering Unmasked Estep 
Score: -881267.187500 Penalty: 4420.586914
	Iteration 0F: 3 clusters Score -881267.2 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -882866.000000 Penalty: 4420.586914
	Iteration 1F: 3 clusters Score -882866 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -883146.937500 Penalty: 4420.586914
	Iteration 2F: 3 clusters Score -883146.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -883396.437500 Penalty: 4420.586914
	Iteration 3F: 3 clusters Score -883396.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -883595.375000 Penalty: 4420.586914
	Iteration 4Q: 3 clusters Score -883595.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -883820.562500 Penalty: 4420.586914
	Iteration 5Q: 3 clusters Score -883820.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -884087.562500 Penalty: 4420.586914
	Iteration 6Q: 3 clusters Score -884087.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -884372.062500 Penalty: 4420.586914
	Iteration 7Q: 3 clusters Score -884372.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -884667.500000 Penalty: 4420.586914
	Iteration 8Q: 3 clusters Score -884667.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -884974.750000 Penalty: 4420.586914
	Iteration 9Q: 3 clusters Score -884974.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -885314.812500 Penalty: 4420.586914
	Iteration 10F: 3 clusters Score -885314.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -885643.750000 Penalty: 4420.586914
	Iteration 11F: 3 clusters Score -885643.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -885982.250000 Penalty: 4420.586914
	Iteration 12Q: 3 clusters Score -885982.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -886320.750000 Penalty: 4420.586914
	Iteration 13Q: 3 clusters Score -886320.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -886559.375000 Penalty: 4420.586914
	Iteration 14Q: 3 clusters Score -886559.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -886713.437500 Penalty: 4420.586914
	Iteration 15Q: 3 clusters Score -886713.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -886791.875000 Penalty: 4420.586914
	Iteration 16Q: 3 clusters Score -886791.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -886840.625000 Penalty: 4420.586914
	Iteration 17Q: 3 clusters Score -886840.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -886878.500000 Penalty: 4420.586914
	Iteration 18Q: 3 clusters Score -886878.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -886906.687500 Penalty: 4420.586914
	Iteration 19Q: 3 clusters Score -886906.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -886921.187500 Penalty: 4420.586914
	Iteration 20F: 3 clusters Score -886921.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -886936.937500 Penalty: 4420.586914
	Iteration 21Q: 3 clusters Score -886936.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -886948.062500 Penalty: 4420.586914
	Iteration 22Q: 3 clusters Score -886948.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -886951.125000 Penalty: 4420.586914
	Iteration 23Q: 3 clusters Score -886951.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -886957.687500 Penalty: 4420.586914
	Iteration 24Q: 3 clusters Score -886957.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -886963.937500 Penalty: 4420.586914
	Iteration 25Q: 3 clusters Score -886963.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -886967.000000 Penalty: 4420.586914
	Iteration 26Q: 3 clusters Score -886967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -886975.625000 Penalty: 4420.586914
	Iteration 27Q: 3 clusters Score -886975.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -886979.125000 Penalty: 4420.586914
	Iteration 28Q: 3 clusters Score -886979.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -886980.937500 Penalty: 4420.586914
	Iteration 29Q: 3 clusters Score -886980.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -886982.687500 Penalty: 4420.586914
	Iteration 30Q: 3 clusters Score -886982.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -886983.312500 Penalty: 4420.586914
	Iteration 31Q: 3 clusters Score -886983.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -886982.125000 Penalty: 4420.586914
	Iteration 32Q: 3 clusters Score -886982.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -886983.000000 Penalty: 4420.586914
	Iteration 33Q: 3 clusters Score -886983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -886984.937500 Penalty: 4420.586914
	Iteration 34Q: 3 clusters Score -886984.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -886984.312500 Penalty: 4420.586914
	Iteration 35Q: 3 clusters Score -886984.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -886986.250000 Penalty: 4420.586914
	Iteration 36Q: 3 clusters Score -886986.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -886986.187500 Penalty: 4420.586914
	Iteration 37Q: 3 clusters Score -886986.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -886986.937500 Penalty: 4420.586914
	Iteration 38Q: 3 clusters Score -886986.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -886990.750000 Penalty: 4420.586914
	Iteration 39Q: 3 clusters Score -886990.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -886991.625000 Penalty: 4420.586914
	Iteration 40F: 3 clusters Score -886991.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -886992.625000 Penalty: 4420.586914
	Iteration 41Q: 3 clusters Score -886992.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -886995.000000 Penalty: 4420.586914
	Iteration 42Q: 3 clusters Score -886995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -886996.937500 Penalty: 4420.586914
	Iteration 43Q: 3 clusters Score -886996.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -886996.875000 Penalty: 4420.586914
	Iteration 44Q: 3 clusters Score -886996.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -886996.875000 Penalty: 4420.586914
	Iteration 45F: 3 clusters Score -886996.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -26542.646484 Penalty: 1398.312012
	Iteration 0F: 2 clusters Score -26542.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25387.455078 Penalty: 2796.624023
	Iteration 0F: 3 clusters Score -25387.46 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25582.109375 Penalty: 2796.624023
	Iteration 1F: 3 clusters Score -25582.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25654.654297 Penalty: 2796.624023
	Iteration 2Q: 3 clusters Score -25654.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -25705.189453 Penalty: 2796.624023
	Iteration 3Q: 3 clusters Score -25705.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25724.792969 Penalty: 2796.624023
	Iteration 4Q: 3 clusters Score -25724.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25730.412109 Penalty: 2796.624023
	Iteration 5Q: 3 clusters Score -25730.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -25733.916016 Penalty: 2796.624023
	Iteration 6Q: 3 clusters Score -25733.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25742.322266 Penalty: 2796.624023
	Iteration 7Q: 3 clusters Score -25742.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25742.322266 Penalty: 2796.624023
	Iteration 8F: 3 clusters Score -25742.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Entering Unmasked Estep 
Score: -2141505.250000 Penalty: 2424.193115
	Iteration 0F: 2 clusters Score -2141505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2129023.500000 Penalty: 4848.386230
	Iteration 0F: 3 clusters Score -2129024 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2133237.750000 Penalty: 4848.386230
	Iteration 1F: 3 clusters Score -2133238 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2133714.250000 Penalty: 4848.386230
	Iteration 2F: 3 clusters Score -2133714 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2134174.000000 Penalty: 4848.386230
	Iteration 3F: 3 clusters Score -2134174 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2134658.750000 Penalty: 4848.386230
	Iteration 4F: 3 clusters Score -2134659 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2135206.500000 Penalty: 4848.386230
	Iteration 5F: 3 clusters Score -2135206 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2135848.000000 Penalty: 4848.386230
	Iteration 6F: 3 clusters Score -2135848 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2136656.250000 Penalty: 4848.386230
	Iteration 7F: 3 clusters Score -2136656 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2137565.250000 Penalty: 4848.386230
	Iteration 8F: 3 clusters Score -2137565 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2138391.250000 Penalty: 4848.386230
	Iteration 9Q: 3 clusters Score -2138391 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2138900.500000 Penalty: 4848.386230
	Iteration 10Q: 3 clusters Score -2138900 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2139112.500000 Penalty: 4848.386230
	Iteration 11Q: 3 clusters Score -2139112 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -2139183.000000 Penalty: 4848.386230
	Iteration 12Q: 3 clusters Score -2139183 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2139240.000000 Penalty: 4848.386230
	Iteration 13Q: 3 clusters Score -2139240 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2139277.000000 Penalty: 4848.386230
	Iteration 14Q: 3 clusters Score -2139277 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2139296.000000 Penalty: 4848.386230
	Iteration 15Q: 3 clusters Score -2139296 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2139303.750000 Penalty: 4848.386230
	Iteration 16Q: 3 clusters Score -2139304 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2139314.250000 Penalty: 4848.386230
	Iteration 17Q: 3 clusters Score -2139314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2139329.750000 Penalty: 4848.386230
	Iteration 18Q: 3 clusters Score -2139330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2139332.250000 Penalty: 4848.386230
	Iteration 19Q: 3 clusters Score -2139332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2139340.250000 Penalty: 4848.386230
	Iteration 20F: 3 clusters Score -2139340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2139342.000000 Penalty: 4848.386230
	Iteration 21Q: 3 clusters Score -2139342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2139343.750000 Penalty: 4848.386230
	Iteration 22Q: 3 clusters Score -2139344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2139345.500000 Penalty: 4848.386230
	Iteration 23Q: 3 clusters Score -2139346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2139348.750000 Penalty: 4848.386230
	Iteration 24Q: 3 clusters Score -2139349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2139349.000000 Penalty: 4848.386230
	Iteration 25Q: 3 clusters Score -2139349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2139352.000000 Penalty: 4848.386230
	Iteration 26Q: 3 clusters Score -2139352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2139354.500000 Penalty: 4848.386230
	Iteration 27Q: 3 clusters Score -2139354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2139355.250000 Penalty: 4848.386230
	Iteration 28Q: 3 clusters Score -2139355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -2139357.000000 Penalty: 4848.386230
	Iteration 29Q: 3 clusters Score -2139357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2139354.250000 Penalty: 4848.386230
	Iteration 30Q: 3 clusters Score -2139354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2139354.750000 Penalty: 4848.386230
	Iteration 31Q: 3 clusters Score -2139355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2139355.750000 Penalty: 4848.386230
	Iteration 32Q: 3 clusters Score -2139356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2139357.750000 Penalty: 4848.386230
	Iteration 33Q: 3 clusters Score -2139358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2139357.750000 Penalty: 4848.386230
	Iteration 34Q: 3 clusters Score -2139358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2139357.750000 Penalty: 4848.386230
	Iteration 35F: 3 clusters Score -2139358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -92146.117188 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -92146.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -90323.359375 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -90323.36 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -90600.609375 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -90600.61 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -90720.703125 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -90720.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -90831.320312 Penalty: 3350.861328
	Iteration 3Q: 3 clusters Score -90831.32 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -91003.757812 Penalty: 3350.861328
	Iteration 4F: 3 clusters Score -91003.76 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -91194.976562 Penalty: 3350.861328
	Iteration 5F: 3 clusters Score -91194.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -91384.218750 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -91384.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -91574.765625 Penalty: 3350.861328
	Iteration 7Q: 3 clusters Score -91574.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -91659.835938 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -91659.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -91784.437500 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -91784.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -91874.703125 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -91874.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -91892.875000 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -91892.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -91899.070312 Penalty: 3350.861328
	Iteration 12Q: 3 clusters Score -91899.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -91899.070312 Penalty: 3350.861328
	Iteration 13F: 3 clusters Score -91899.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 228842 members 
Mstep: Class 3 contains 29890 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30716 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149990 members 
Mstep: Class 13 contains 39640 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 58166 members 
Mstep: Class 17 contains 45141 members 
Mstep: Class 18 contains 26557 members 
Mstep: Class 19 contains 15274 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044168.000000 Penalty: 76631.320312
Iteration 279Q: 24 clusters Score -8.004417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 228846 members 
Mstep: Class 3 contains 29891 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30713 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149986 members 
Mstep: Class 13 contains 39642 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 58167 members 
Mstep: Class 17 contains 45141 members 
Mstep: Class 18 contains 26557 members 
Mstep: Class 19 contains 15274 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044152.000000 Penalty: 76631.320312
Iteration 280F: 24 clusters Score -8.004415e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 228843 members 
Mstep: Class 3 contains 29890 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30712 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149988 members 
Mstep: Class 13 contains 39646 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 58169 members 
Mstep: Class 17 contains 45142 members 
Mstep: Class 18 contains 26557 members 
Mstep: Class 19 contains 15274 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044192.000000 Penalty: 76631.320312
Iteration 281Q: 24 clusters Score -8.004419e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 228841 members 
Mstep: Class 3 contains 29890 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30712 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149989 members 
Mstep: Class 13 contains 39647 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58172 members 
Mstep: Class 17 contains 45142 members 
Mstep: Class 18 contains 26557 members 
Mstep: Class 19 contains 15274 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044192.000000 Penalty: 76631.320312
Iteration 282Q: 24 clusters Score -8.004419e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 228839 members 
Mstep: Class 3 contains 29890 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30712 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149989 members 
Mstep: Class 13 contains 39651 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58173 members 
Mstep: Class 17 contains 45139 members 
Mstep: Class 18 contains 26557 members 
Mstep: Class 19 contains 15274 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044160.000000 Penalty: 76631.320312
Iteration 283Q: 24 clusters Score -8.004416e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 228832 members 
Mstep: Class 3 contains 29890 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30713 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149992 members 
Mstep: Class 13 contains 39656 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58174 members 
Mstep: Class 17 contains 45136 members 
Mstep: Class 18 contains 26558 members 
Mstep: Class 19 contains 15274 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044192.000000 Penalty: 76631.320312
Iteration 284Q: 24 clusters Score -8.004419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 228837 members 
Mstep: Class 3 contains 29889 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30712 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149993 members 
Mstep: Class 13 contains 39655 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58173 members 
Mstep: Class 17 contains 45136 members 
Mstep: Class 18 contains 26559 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044152.000000 Penalty: 76631.320312
Iteration 285Q: 24 clusters Score -8.004415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228840 members 
Mstep: Class 3 contains 29888 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30712 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149993 members 
Mstep: Class 13 contains 39655 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58173 members 
Mstep: Class 17 contains 45135 members 
Mstep: Class 18 contains 26559 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044168.000000 Penalty: 76631.320312
Iteration 286Q: 24 clusters Score -8.004417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228844 members 
Mstep: Class 3 contains 29888 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30712 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149990 members 
Mstep: Class 13 contains 39655 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58172 members 
Mstep: Class 17 contains 45135 members 
Mstep: Class 18 contains 26559 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044128.000000 Penalty: 76631.320312
Iteration 287Q: 24 clusters Score -8.004413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228846 members 
Mstep: Class 3 contains 29887 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30712 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149989 members 
Mstep: Class 13 contains 39655 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58170 members 
Mstep: Class 17 contains 45135 members 
Mstep: Class 18 contains 26561 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044136.000000 Penalty: 76631.320312
Iteration 288Q: 24 clusters Score -8.004414e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228850 members 
Mstep: Class 3 contains 29888 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30712 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149986 members 
Mstep: Class 13 contains 39654 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58168 members 
Mstep: Class 17 contains 45136 members 
Mstep: Class 18 contains 26561 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044096.000000 Penalty: 76631.320312
Iteration 289Q: 24 clusters Score -8.00441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228850 members 
Mstep: Class 3 contains 29888 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30713 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149987 members 
Mstep: Class 13 contains 39654 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58168 members 
Mstep: Class 17 contains 45136 members 
Mstep: Class 18 contains 26559 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044104.000000 Penalty: 76631.320312
Iteration 290Q: 24 clusters Score -8.00441e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228851 members 
Mstep: Class 3 contains 29888 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30714 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149987 members 
Mstep: Class 13 contains 39656 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58166 members 
Mstep: Class 17 contains 45136 members 
Mstep: Class 18 contains 26558 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044088.000000 Penalty: 76631.320312
Iteration 291Q: 24 clusters Score -8.004409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228851 members 
Mstep: Class 3 contains 29888 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30714 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149988 members 
Mstep: Class 13 contains 39656 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58166 members 
Mstep: Class 17 contains 45136 members 
Mstep: Class 18 contains 26557 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044064.000000 Penalty: 76631.320312
Iteration 292Q: 24 clusters Score -8.004406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228850 members 
Mstep: Class 3 contains 29888 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30713 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149989 members 
Mstep: Class 13 contains 39658 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58166 members 
Mstep: Class 17 contains 45135 members 
Mstep: Class 18 contains 26557 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044056.000000 Penalty: 76631.320312
Iteration 293Q: 24 clusters Score -8.004406e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228850 members 
Mstep: Class 3 contains 29888 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30712 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149990 members 
Mstep: Class 13 contains 39659 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58167 members 
Mstep: Class 17 contains 45134 members 
Mstep: Class 18 contains 26556 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044120.000000 Penalty: 76631.320312
Iteration 294Q: 24 clusters Score -8.004412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228851 members 
Mstep: Class 3 contains 29888 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1456 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30712 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149996 members 
Mstep: Class 13 contains 39659 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58166 members 
Mstep: Class 17 contains 45134 members 
Mstep: Class 18 contains 26554 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17585 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044112.000000 Penalty: 76631.320312
Iteration 295Q: 24 clusters Score -8.004411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228852 members 
Mstep: Class 3 contains 29888 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30713 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149995 members 
Mstep: Class 13 contains 39659 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58168 members 
Mstep: Class 17 contains 45134 members 
Mstep: Class 18 contains 26554 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17584 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044128.000000 Penalty: 76631.320312
Iteration 296Q: 24 clusters Score -8.004413e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228854 members 
Mstep: Class 3 contains 29888 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30713 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149999 members 
Mstep: Class 13 contains 39659 members 
Mstep: Class 14 contains 1820 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58167 members 
Mstep: Class 17 contains 45133 members 
Mstep: Class 18 contains 26554 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17581 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044200.000000 Penalty: 76631.320312
Iteration 297Q: 24 clusters Score -8.00442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228854 members 
Mstep: Class 3 contains 29888 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30714 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149999 members 
Mstep: Class 13 contains 39659 members 
Mstep: Class 14 contains 1820 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58167 members 
Mstep: Class 17 contains 45133 members 
Mstep: Class 18 contains 26554 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17581 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044224.000000 Penalty: 76631.320312
Iteration 298Q: 24 clusters Score -8.004422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228855 members 
Mstep: Class 3 contains 29888 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30714 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149999 members 
Mstep: Class 13 contains 39659 members 
Mstep: Class 14 contains 1820 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58167 members 
Mstep: Class 17 contains 45133 members 
Mstep: Class 18 contains 26554 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17581 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044216.000000 Penalty: 76631.320312
Iteration 299Q: 24 clusters Score -8.004422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228857 members 
Mstep: Class 3 contains 29888 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30714 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149997 members 
Mstep: Class 13 contains 39659 members 
Mstep: Class 14 contains 1819 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58167 members 
Mstep: Class 17 contains 45133 members 
Mstep: Class 18 contains 26554 members 
Mstep: Class 19 contains 15271 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17581 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044224.000000 Penalty: 76631.320312
Iteration 300F: 24 clusters Score -8.004422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228860 members 
Mstep: Class 3 contains 29888 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30712 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149997 members 
Mstep: Class 13 contains 39659 members 
Mstep: Class 14 contains 1818 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58167 members 
Mstep: Class 17 contains 45132 members 
Mstep: Class 18 contains 26554 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17581 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044232.000000 Penalty: 76631.320312
Iteration 301Q: 24 clusters Score -8.004423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228858 members 
Mstep: Class 3 contains 29888 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30712 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149998 members 
Mstep: Class 13 contains 39660 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58168 members 
Mstep: Class 17 contains 45133 members 
Mstep: Class 18 contains 26554 members 
Mstep: Class 19 contains 15275 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17579 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044176.000000 Penalty: 76631.320312
Iteration 302Q: 24 clusters Score -8.004418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228863 members 
Mstep: Class 3 contains 29888 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30712 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149994 members 
Mstep: Class 13 contains 39660 members 
Mstep: Class 14 contains 1814 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58167 members 
Mstep: Class 17 contains 45134 members 
Mstep: Class 18 contains 26554 members 
Mstep: Class 19 contains 15276 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17578 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044240.000000 Penalty: 76631.320312
Iteration 303Q: 24 clusters Score -8.004424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228864 members 
Mstep: Class 3 contains 29888 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30712 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149993 members 
Mstep: Class 13 contains 39660 members 
Mstep: Class 14 contains 1814 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58169 members 
Mstep: Class 17 contains 45133 members 
Mstep: Class 18 contains 26553 members 
Mstep: Class 19 contains 15276 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17577 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044248.000000 Penalty: 76631.320312
Iteration 304Q: 24 clusters Score -8.004425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228868 members 
Mstep: Class 3 contains 29887 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30712 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149991 members 
Mstep: Class 13 contains 39660 members 
Mstep: Class 14 contains 1814 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58169 members 
Mstep: Class 17 contains 45132 members 
Mstep: Class 18 contains 26552 members 
Mstep: Class 19 contains 15276 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17577 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044240.000000 Penalty: 76631.320312
Iteration 305Q: 24 clusters Score -8.004424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228873 members 
Mstep: Class 3 contains 29886 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30711 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149987 members 
Mstep: Class 13 contains 39660 members 
Mstep: Class 14 contains 1814 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58169 members 
Mstep: Class 17 contains 45132 members 
Mstep: Class 18 contains 26550 members 
Mstep: Class 19 contains 15276 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17577 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044176.000000 Penalty: 76631.320312
Iteration 306Q: 24 clusters Score -8.004418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228876 members 
Mstep: Class 3 contains 29886 members 
Mstep: Class 4 contains 3618 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30710 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149984 members 
Mstep: Class 13 contains 39660 members 
Mstep: Class 14 contains 1814 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58169 members 
Mstep: Class 17 contains 45132 members 
Mstep: Class 18 contains 26550 members 
Mstep: Class 19 contains 15276 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17577 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044152.000000 Penalty: 76631.320312
Iteration 307Q: 24 clusters Score -8.004415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228883 members 
Mstep: Class 3 contains 29885 members 
Mstep: Class 4 contains 3619 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30705 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149983 members 
Mstep: Class 13 contains 39660 members 
Mstep: Class 14 contains 1814 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58169 members 
Mstep: Class 17 contains 45132 members 
Mstep: Class 18 contains 26549 members 
Mstep: Class 19 contains 15276 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17577 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044176.000000 Penalty: 76631.320312
Iteration 308Q: 24 clusters Score -8.004418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228884 members 
Mstep: Class 3 contains 29885 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30704 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149984 members 
Mstep: Class 13 contains 39660 members 
Mstep: Class 14 contains 1814 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58169 members 
Mstep: Class 17 contains 45132 members 
Mstep: Class 18 contains 26548 members 
Mstep: Class 19 contains 15276 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17576 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044176.000000 Penalty: 76631.320312
Iteration 309Q: 24 clusters Score -8.004418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228887 members 
Mstep: Class 3 contains 29884 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30703 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149984 members 
Mstep: Class 13 contains 39660 members 
Mstep: Class 14 contains 1814 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58169 members 
Mstep: Class 17 contains 45132 members 
Mstep: Class 18 contains 26548 members 
Mstep: Class 19 contains 15276 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17575 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044208.000000 Penalty: 76631.320312
Iteration 310Q: 24 clusters Score -8.004421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228888 members 
Mstep: Class 3 contains 29883 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30703 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149984 members 
Mstep: Class 13 contains 39660 members 
Mstep: Class 14 contains 1814 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58169 members 
Mstep: Class 17 contains 45133 members 
Mstep: Class 18 contains 26548 members 
Mstep: Class 19 contains 15276 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17574 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044216.000000 Penalty: 76631.320312
Iteration 311Q: 24 clusters Score -8.004422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228889 members 
Mstep: Class 3 contains 29883 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30703 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149983 members 
Mstep: Class 13 contains 39660 members 
Mstep: Class 14 contains 1814 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58169 members 
Mstep: Class 17 contains 45133 members 
Mstep: Class 18 contains 26548 members 
Mstep: Class 19 contains 15276 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17574 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044200.000000 Penalty: 76631.320312
Iteration 312Q: 24 clusters Score -8.00442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228889 members 
Mstep: Class 3 contains 29883 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30703 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149984 members 
Mstep: Class 13 contains 39660 members 
Mstep: Class 14 contains 1814 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58168 members 
Mstep: Class 17 contains 45133 members 
Mstep: Class 18 contains 26548 members 
Mstep: Class 19 contains 15276 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17574 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044216.000000 Penalty: 76631.320312
Iteration 313Q: 24 clusters Score -8.004422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228889 members 
Mstep: Class 3 contains 29883 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30703 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 149984 members 
Mstep: Class 13 contains 39660 members 
Mstep: Class 14 contains 1814 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58168 members 
Mstep: Class 17 contains 45133 members 
Mstep: Class 18 contains 26548 members 
Mstep: Class 19 contains 15276 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17574 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80044216.000000 Penalty: 76631.320312
Iteration 314F: 24 clusters Score -8.004422e+07 nChanged 0
Entering ConstructFrom: 
Score: -80044216.000000 Penalty: 76631.320312
Entering ConstructFrom: 
Trying to split cluster 1 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -439564.687500 Penalty: 2039.193237
	Iteration 0F: 2 clusters Score -439564.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -435836.843750 Penalty: 4078.386475
	Iteration 0F: 3 clusters Score -435836.8 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -436618.843750 Penalty: 4078.386475
	Iteration 1F: 3 clusters Score -436618.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -436798.250000 Penalty: 4078.386475
	Iteration 2F: 3 clusters Score -436798.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -436895.031250 Penalty: 4078.386475
	Iteration 3Q: 3 clusters Score -436895 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -436943.218750 Penalty: 4078.386475
	Iteration 4Q: 3 clusters Score -436943.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -436982.156250 Penalty: 4078.386475
	Iteration 5Q: 3 clusters Score -436982.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -437013.906250 Penalty: 4078.386475
	Iteration 6Q: 3 clusters Score -437013.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -437041.218750 Penalty: 4078.386475
	Iteration 7Q: 3 clusters Score -437041.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -437062.593750 Penalty: 4078.386475
	Iteration 8Q: 3 clusters Score -437062.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -437079.031250 Penalty: 4078.386475
	Iteration 9Q: 3 clusters Score -437079 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -437101.843750 Penalty: 4078.386475
	Iteration 10Q: 3 clusters Score -437101.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -437127.375000 Penalty: 4078.386475
	Iteration 11Q: 3 clusters Score -437127.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -437146.906250 Penalty: 4078.386475
	Iteration 12Q: 3 clusters Score -437146.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -437168.156250 Penalty: 4078.386475
	Iteration 13Q: 3 clusters Score -437168.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -437188.500000 Penalty: 4078.386475
	Iteration 14Q: 3 clusters Score -437188.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -437203.156250 Penalty: 4078.386475
	Iteration 15Q: 3 clusters Score -437203.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -437220.468750 Penalty: 4078.386475
	Iteration 16Q: 3 clusters Score -437220.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -437233.875000 Penalty: 4078.386475
	Iteration 17Q: 3 clusters Score -437233.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -437245.687500 Penalty: 4078.386475
	Iteration 18Q: 3 clusters Score -437245.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -437258.406250 Penalty: 4078.386475
	Iteration 19Q: 3 clusters Score -437258.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -437275.937500 Penalty: 4078.386475
	Iteration 20F: 3 clusters Score -437275.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -437288.156250 Penalty: 4078.386475
	Iteration 21Q: 3 clusters Score -437288.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -437296.906250 Penalty: 4078.386475
	Iteration 22Q: 3 clusters Score -437296.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -437307.031250 Penalty: 4078.386475
	Iteration 23Q: 3 clusters Score -437307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -437312.812500 Penalty: 4078.386475
	Iteration 24Q: 3 clusters Score -437312.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -437322.906250 Penalty: 4078.386475
	Iteration 25Q: 3 clusters Score -437322.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -437332.718750 Penalty: 4078.386475
	Iteration 26Q: 3 clusters Score -437332.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -437341.343750 Penalty: 4078.386475
	Iteration 27Q: 3 clusters Score -437341.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -437352.250000 Penalty: 4078.386475
	Iteration 28Q: 3 clusters Score -437352.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -437366.062500 Penalty: 4078.386475
	Iteration 29Q: 3 clusters Score -437366.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -437378.718750 Penalty: 4078.386475
	Iteration 30Q: 3 clusters Score -437378.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -437389.312500 Penalty: 4078.386475
	Iteration 31Q: 3 clusters Score -437389.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -437399.875000 Penalty: 4078.386475
	Iteration 32Q: 3 clusters Score -437399.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -437413.406250 Penalty: 4078.386475
	Iteration 33Q: 3 clusters Score -437413.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -437427.875000 Penalty: 4078.386475
	Iteration 34Q: 3 clusters Score -437427.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -437448.781250 Penalty: 4078.386475
	Iteration 35Q: 3 clusters Score -437448.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -437464.875000 Penalty: 4078.386475
	Iteration 36Q: 3 clusters Score -437464.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -437475.750000 Penalty: 4078.386475
	Iteration 37Q: 3 clusters Score -437475.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -437484.250000 Penalty: 4078.386475
	Iteration 38Q: 3 clusters Score -437484.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -437492.156250 Penalty: 4078.386475
	Iteration 39Q: 3 clusters Score -437492.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -437499.125000 Penalty: 4078.386475
	Iteration 40F: 3 clusters Score -437499.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -437507.937500 Penalty: 4078.386475
	Iteration 41Q: 3 clusters Score -437507.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -437518.093750 Penalty: 4078.386475
	Iteration 42Q: 3 clusters Score -437518.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -437527.250000 Penalty: 4078.386475
	Iteration 43Q: 3 clusters Score -437527.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -437538.187500 Penalty: 4078.386475
	Iteration 44Q: 3 clusters Score -437538.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -437550.062500 Penalty: 4078.386475
	Iteration 45Q: 3 clusters Score -437550.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -437559.531250 Penalty: 4078.386475
	Iteration 46Q: 3 clusters Score -437559.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -437567.875000 Penalty: 4078.386475
	Iteration 47Q: 3 clusters Score -437567.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -437578.500000 Penalty: 4078.386475
	Iteration 48Q: 3 clusters Score -437578.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -437589.906250 Penalty: 4078.386475
	Iteration 49Q: 3 clusters Score -437589.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -437599.093750 Penalty: 4078.386475
	Iteration 50Q: 3 clusters Score -437599.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -437611.000000 Penalty: 4078.386475
	Iteration 51Q: 3 clusters Score -437611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -437625.218750 Penalty: 4078.386475
	Iteration 52Q: 3 clusters Score -437625.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -437645.656250 Penalty: 4078.386475
	Iteration 53Q: 3 clusters Score -437645.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -437671.406250 Penalty: 4078.386475
	Iteration 54Q: 3 clusters Score -437671.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -437695.937500 Penalty: 4078.386475
	Iteration 55Q: 3 clusters Score -437695.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -437710.656250 Penalty: 4078.386475
	Iteration 56Q: 3 clusters Score -437710.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -437722.968750 Penalty: 4078.386475
	Iteration 57Q: 3 clusters Score -437723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -437732.031250 Penalty: 4078.386475
	Iteration 58Q: 3 clusters Score -437732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -437739.781250 Penalty: 4078.386475
	Iteration 59Q: 3 clusters Score -437739.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -437745.031250 Penalty: 4078.386475
	Iteration 60F: 3 clusters Score -437745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -437752.687500 Penalty: 4078.386475
	Iteration 61Q: 3 clusters Score -437752.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -437757.843750 Penalty: 4078.386475
	Iteration 62Q: 3 clusters Score -437757.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -437761.687500 Penalty: 4078.386475
	Iteration 63Q: 3 clusters Score -437761.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -437764.781250 Penalty: 4078.386475
	Iteration 64Q: 3 clusters Score -437764.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -437766.906250 Penalty: 4078.386475
	Iteration 65Q: 3 clusters Score -437766.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -437766.906250 Penalty: 4078.386475
	Iteration 66F: 3 clusters Score -437766.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (228889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228889 members 
Entering Unmasked Estep 
Score: -27250362.000000 Penalty: 3060.565918
	Iteration 0F: 2 clusters Score -2.725036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114074 members 
Mstep: Class 2 contains 114815 members 
Entering Unmasked Estep 
Score: -27113828.000000 Penalty: 6121.131836
	Iteration 0F: 3 clusters Score -2.711383e+07 nChanged 110103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107181 members 
Mstep: Class 2 contains 121708 members 
Entering Unmasked Estep 
Score: -27179386.000000 Penalty: 6121.131836
	Iteration 1F: 3 clusters Score -2.717939e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103849 members 
Mstep: Class 2 contains 125040 members 
Entering Unmasked Estep 
Score: -27181044.000000 Penalty: 6121.131836
	Iteration 2Q: 3 clusters Score -2.718104e+07 nChanged 8998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99457 members 
Mstep: Class 2 contains 129432 members 
Entering Unmasked Estep 
Score: -27183960.000000 Penalty: 6121.131836
	Iteration 3Q: 3 clusters Score -2.718396e+07 nChanged 11150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93951 members 
Mstep: Class 2 contains 134938 members 
Entering Unmasked Estep 
Score: -27188760.000000 Penalty: 6121.131836
	Iteration 4Q: 3 clusters Score -2.718876e+07 nChanged 13557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87498 members 
Mstep: Class 2 contains 141391 members 
Entering Unmasked Estep 
Score: -27196998.000000 Penalty: 6121.131836
	Iteration 5F: 3 clusters Score -2.7197e+07 nChanged 15444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81642 members 
Mstep: Class 2 contains 147247 members 
Entering Unmasked Estep 
Score: -27208878.000000 Penalty: 6121.131836
	Iteration 6F: 3 clusters Score -2.720888e+07 nChanged 15664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78598 members 
Mstep: Class 2 contains 150291 members 
Entering Unmasked Estep 
Score: -27219776.000000 Penalty: 6121.131836
	Iteration 7F: 3 clusters Score -2.721978e+07 nChanged 12285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78429 members 
Mstep: Class 2 contains 150460 members 
Entering Unmasked Estep 
Score: -27224864.000000 Penalty: 6121.131836
	Iteration 8F: 3 clusters Score -2.722486e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79145 members 
Mstep: Class 2 contains 149744 members 
Entering Unmasked Estep 
Score: -27226000.000000 Penalty: 6121.131836
	Iteration 9Q: 3 clusters Score -2.7226e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80052 members 
Mstep: Class 2 contains 148837 members 
Entering Unmasked Estep 
Score: -27226374.000000 Penalty: 6121.131836
	Iteration 10Q: 3 clusters Score -2.722637e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81034 members 
Mstep: Class 2 contains 147855 members 
Entering Unmasked Estep 
Score: -27226682.000000 Penalty: 6121.131836
	Iteration 11Q: 3 clusters Score -2.722668e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82052 members 
Mstep: Class 2 contains 146837 members 
Entering Unmasked Estep 
Score: -27226880.000000 Penalty: 6121.131836
	Iteration 12Q: 3 clusters Score -2.722688e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83193 members 
Mstep: Class 2 contains 145696 members 
Entering Unmasked Estep 
Score: -27227102.000000 Penalty: 6121.131836
	Iteration 13Q: 3 clusters Score -2.72271e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84380 members 
Mstep: Class 2 contains 144509 members 
Entering Unmasked Estep 
Score: -27227290.000000 Penalty: 6121.131836
	Iteration 14Q: 3 clusters Score -2.722729e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85630 members 
Mstep: Class 2 contains 143259 members 
Entering Unmasked Estep 
Score: -27227554.000000 Penalty: 6121.131836
	Iteration 15Q: 3 clusters Score -2.722755e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86857 members 
Mstep: Class 2 contains 142032 members 
Entering Unmasked Estep 
Score: -27227936.000000 Penalty: 6121.131836
	Iteration 16Q: 3 clusters Score -2.722794e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88133 members 
Mstep: Class 2 contains 140756 members 
Entering Unmasked Estep 
Score: -27228334.000000 Penalty: 6121.131836
	Iteration 17Q: 3 clusters Score -2.722833e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89464 members 
Mstep: Class 2 contains 139425 members 
Entering Unmasked Estep 
Score: -27228656.000000 Penalty: 6121.131836
	Iteration 18Q: 3 clusters Score -2.722866e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90926 members 
Mstep: Class 2 contains 137963 members 
Entering Unmasked Estep 
Score: -27229046.000000 Penalty: 6121.131836
	Iteration 19Q: 3 clusters Score -2.722905e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92416 members 
Mstep: Class 2 contains 136473 members 
Entering Unmasked Estep 
Score: -27229306.000000 Penalty: 6121.131836
	Iteration 20F: 3 clusters Score -2.722931e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93949 members 
Mstep: Class 2 contains 134940 members 
Entering Unmasked Estep 
Score: -27229586.000000 Penalty: 6121.131836
	Iteration 21Q: 3 clusters Score -2.722959e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95511 members 
Mstep: Class 2 contains 133378 members 
Entering Unmasked Estep 
Score: -27229870.000000 Penalty: 6121.131836
	Iteration 22Q: 3 clusters Score -2.722987e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97415 members 
Mstep: Class 2 contains 131474 members 
Entering Unmasked Estep 
Score: -27230264.000000 Penalty: 6121.131836
	Iteration 23Q: 3 clusters Score -2.723026e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99621 members 
Mstep: Class 2 contains 129268 members 
Entering Unmasked Estep 
Score: -27230638.000000 Penalty: 6121.131836
	Iteration 24Q: 3 clusters Score -2.723064e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102278 members 
Mstep: Class 2 contains 126611 members 
Entering Unmasked Estep 
Score: -27230998.000000 Penalty: 6121.131836
	Iteration 25Q: 3 clusters Score -2.7231e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105277 members 
Mstep: Class 2 contains 123612 members 
Entering Unmasked Estep 
Score: -27231414.000000 Penalty: 6121.131836
	Iteration 26Q: 3 clusters Score -2.723141e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108364 members 
Mstep: Class 2 contains 120525 members 
Entering Unmasked Estep 
Score: -27231880.000000 Penalty: 6121.131836
	Iteration 27Q: 3 clusters Score -2.723188e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111456 members 
Mstep: Class 2 contains 117433 members 
Entering Unmasked Estep 
Score: -27232026.000000 Penalty: 6121.131836
	Iteration 28Q: 3 clusters Score -2.723203e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114740 members 
Mstep: Class 2 contains 114149 members 
Entering Unmasked Estep 
Score: -27232208.000000 Penalty: 6121.131836
	Iteration 29Q: 3 clusters Score -2.723221e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118072 members 
Mstep: Class 2 contains 110817 members 
Entering Unmasked Estep 
Score: -27232416.000000 Penalty: 6121.131836
	Iteration 30Q: 3 clusters Score -2.723242e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121517 members 
Mstep: Class 2 contains 107372 members 
Entering Unmasked Estep 
Score: -27232512.000000 Penalty: 6121.131836
	Iteration 31Q: 3 clusters Score -2.723251e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125038 members 
Mstep: Class 2 contains 103851 members 
Entering Unmasked Estep 
Score: -27232556.000000 Penalty: 6121.131836
	Iteration 32Q: 3 clusters Score -2.723256e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128595 members 
Mstep: Class 2 contains 100294 members 
Entering Unmasked Estep 
Score: -27232832.000000 Penalty: 6121.131836
	Iteration 33Q: 3 clusters Score -2.723283e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131894 members 
Mstep: Class 2 contains 96995 members 
Entering Unmasked Estep 
Score: -27232972.000000 Penalty: 6121.131836
	Iteration 34Q: 3 clusters Score -2.723297e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135062 members 
Mstep: Class 2 contains 93827 members 
Entering Unmasked Estep 
Score: -27233108.000000 Penalty: 6121.131836
	Iteration 35Q: 3 clusters Score -2.723311e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138010 members 
Mstep: Class 2 contains 90879 members 
Entering Unmasked Estep 
Score: -27233352.000000 Penalty: 6121.131836
	Iteration 36Q: 3 clusters Score -2.723335e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140843 members 
Mstep: Class 2 contains 88046 members 
Entering Unmasked Estep 
Score: -27233370.000000 Penalty: 6121.131836
	Iteration 37Q: 3 clusters Score -2.723337e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143554 members 
Mstep: Class 2 contains 85335 members 
Entering Unmasked Estep 
Score: -27233382.000000 Penalty: 6121.131836
	Iteration 38Q: 3 clusters Score -2.723338e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146152 members 
Mstep: Class 2 contains 82737 members 
Entering Unmasked Estep 
Score: -27233428.000000 Penalty: 6121.131836
	Iteration 39Q: 3 clusters Score -2.723343e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148448 members 
Mstep: Class 2 contains 80441 members 
Entering Unmasked Estep 
Score: -27233716.000000 Penalty: 6121.131836
	Iteration 40F: 3 clusters Score -2.723372e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151388 members 
Mstep: Class 2 contains 77501 members 
Entering Unmasked Estep 
Score: -27233970.000000 Penalty: 6121.131836
	Iteration 41Q: 3 clusters Score -2.723397e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154308 members 
Mstep: Class 2 contains 74581 members 
Entering Unmasked Estep 
Score: -27233972.000000 Penalty: 6121.131836
	Iteration 42Q: 3 clusters Score -2.723397e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157112 members 
Mstep: Class 2 contains 71777 members 
Entering Unmasked Estep 
Score: -27234364.000000 Penalty: 6121.131836
	Iteration 43Q: 3 clusters Score -2.723436e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159752 members 
Mstep: Class 2 contains 69137 members 
Entering Unmasked Estep 
Score: -27234574.000000 Penalty: 6121.131836
	Iteration 44Q: 3 clusters Score -2.723457e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162381 members 
Mstep: Class 2 contains 66508 members 
Entering Unmasked Estep 
Score: -27234832.000000 Penalty: 6121.131836
	Iteration 45Q: 3 clusters Score -2.723483e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164866 members 
Mstep: Class 2 contains 64023 members 
Entering Unmasked Estep 
Score: -27235058.000000 Penalty: 6121.131836
	Iteration 46Q: 3 clusters Score -2.723506e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167297 members 
Mstep: Class 2 contains 61592 members 
Entering Unmasked Estep 
Score: -27235152.000000 Penalty: 6121.131836
	Iteration 47Q: 3 clusters Score -2.723515e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169692 members 
Mstep: Class 2 contains 59197 members 
Entering Unmasked Estep 
Score: -27235460.000000 Penalty: 6121.131836
	Iteration 48Q: 3 clusters Score -2.723546e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172191 members 
Mstep: Class 2 contains 56698 members 
Entering Unmasked Estep 
Score: -27235770.000000 Penalty: 6121.131836
	Iteration 49Q: 3 clusters Score -2.723577e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174667 members 
Mstep: Class 2 contains 54222 members 
Entering Unmasked Estep 
Score: -27236186.000000 Penalty: 6121.131836
	Iteration 50Q: 3 clusters Score -2.723619e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177128 members 
Mstep: Class 2 contains 51761 members 
Entering Unmasked Estep 
Score: -27236542.000000 Penalty: 6121.131836
	Iteration 51Q: 3 clusters Score -2.723654e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179677 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -27237186.000000 Penalty: 6121.131836
	Iteration 52Q: 3 clusters Score -2.723719e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182256 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -27237706.000000 Penalty: 6121.131836
	Iteration 53Q: 3 clusters Score -2.723771e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184843 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -27238234.000000 Penalty: 6121.131836
	Iteration 54Q: 3 clusters Score -2.723823e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187369 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -27238774.000000 Penalty: 6121.131836
	Iteration 55Q: 3 clusters Score -2.723877e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189835 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -27239506.000000 Penalty: 6121.131836
	Iteration 56Q: 3 clusters Score -2.723951e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192262 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -27240962.000000 Penalty: 6121.131836
	Iteration 57Q: 3 clusters Score -2.724096e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194797 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -27242484.000000 Penalty: 6121.131836
	Iteration 58Q: 3 clusters Score -2.724248e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197429 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -27243984.000000 Penalty: 6121.131836
	Iteration 59Q: 3 clusters Score -2.724398e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200191 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -27245244.000000 Penalty: 6121.131836
	Iteration 60F: 3 clusters Score -2.724524e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203069 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -27246706.000000 Penalty: 6121.131836
	Iteration 61Q: 3 clusters Score -2.724671e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206052 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -27247820.000000 Penalty: 6121.131836
	Iteration 62Q: 3 clusters Score -2.724782e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209076 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -27248948.000000 Penalty: 6121.131836
	Iteration 63Q: 3 clusters Score -2.724895e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212150 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -27249894.000000 Penalty: 6121.131836
	Iteration 64Q: 3 clusters Score -2.724989e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215033 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -27250278.000000 Penalty: 6121.131836
	Iteration 65Q: 3 clusters Score -2.725028e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217550 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -27250490.000000 Penalty: 6121.131836
	Iteration 66Q: 3 clusters Score -2.725049e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219740 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -27250376.000000 Penalty: 6121.131836
	Iteration 67Q: 3 clusters Score -2.725038e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221673 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -27250016.000000 Penalty: 6121.131836
	Iteration 68Q: 3 clusters Score -2.725002e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223257 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -27249726.000000 Penalty: 6121.131836
	Iteration 69Q: 3 clusters Score -2.724973e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224495 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -27249436.000000 Penalty: 6121.131836
	Iteration 70Q: 3 clusters Score -2.724944e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225442 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -27249168.000000 Penalty: 6121.131836
	Iteration 71Q: 3 clusters Score -2.724917e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226117 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -27249012.000000 Penalty: 6121.131836
	Iteration 72Q: 3 clusters Score -2.724901e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226587 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -27248860.000000 Penalty: 6121.131836
	Iteration 73Q: 3 clusters Score -2.724886e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226923 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -27248796.000000 Penalty: 6121.131836
	Iteration 74Q: 3 clusters Score -2.72488e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227187 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -27248686.000000 Penalty: 6121.131836
	Iteration 75Q: 3 clusters Score -2.724869e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227385 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -27248608.000000 Penalty: 6121.131836
	Iteration 76Q: 3 clusters Score -2.724861e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227533 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -27248606.000000 Penalty: 6121.131836
	Iteration 77Q: 3 clusters Score -2.724861e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227648 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -27248528.000000 Penalty: 6121.131836
	Iteration 78Q: 3 clusters Score -2.724853e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227760 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -27248536.000000 Penalty: 6121.131836
	Iteration 79Q: 3 clusters Score -2.724854e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227838 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -27248550.000000 Penalty: 6121.131836
	Iteration 80F: 3 clusters Score -2.724855e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227899 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -27248538.000000 Penalty: 6121.131836
	Iteration 81Q: 3 clusters Score -2.724854e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227942 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -27248548.000000 Penalty: 6121.131836
	Iteration 82Q: 3 clusters Score -2.724855e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227979 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -27248516.000000 Penalty: 6121.131836
	Iteration 83Q: 3 clusters Score -2.724852e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228007 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -27248516.000000 Penalty: 6121.131836
	Iteration 84Q: 3 clusters Score -2.724852e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228036 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -27248490.000000 Penalty: 6121.131836
	Iteration 85Q: 3 clusters Score -2.724849e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228049 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -27248474.000000 Penalty: 6121.131836
	Iteration 86Q: 3 clusters Score -2.724847e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228061 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -27248498.000000 Penalty: 6121.131836
	Iteration 87Q: 3 clusters Score -2.72485e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228075 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -27248510.000000 Penalty: 6121.131836
	Iteration 88Q: 3 clusters Score -2.724851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228081 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -27248520.000000 Penalty: 6121.131836
	Iteration 89Q: 3 clusters Score -2.724852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228084 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -27248530.000000 Penalty: 6121.131836
	Iteration 90Q: 3 clusters Score -2.724853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228089 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -27248526.000000 Penalty: 6121.131836
	Iteration 91Q: 3 clusters Score -2.724853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228093 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -27248506.000000 Penalty: 6121.131836
	Iteration 92Q: 3 clusters Score -2.724851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228099 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -27248502.000000 Penalty: 6121.131836
	Iteration 93Q: 3 clusters Score -2.72485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228104 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -27248512.000000 Penalty: 6121.131836
	Iteration 94Q: 3 clusters Score -2.724851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228111 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -27248490.000000 Penalty: 6121.131836
	Iteration 95Q: 3 clusters Score -2.724849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228115 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -27248496.000000 Penalty: 6121.131836
	Iteration 96Q: 3 clusters Score -2.72485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228121 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -27248484.000000 Penalty: 6121.131836
	Iteration 97Q: 3 clusters Score -2.724848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228128 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -27248488.000000 Penalty: 6121.131836
	Iteration 98Q: 3 clusters Score -2.724849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228137 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -27248490.000000 Penalty: 6121.131836
	Iteration 99Q: 3 clusters Score -2.724849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228144 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -27248500.000000 Penalty: 6121.131836
	Iteration 100F: 3 clusters Score -2.72485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228151 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -27248478.000000 Penalty: 6121.131836
	Iteration 101Q: 3 clusters Score -2.724848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228152 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -27248486.000000 Penalty: 6121.131836
	Iteration 102Q: 3 clusters Score -2.724849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228157 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -27248498.000000 Penalty: 6121.131836
	Iteration 103Q: 3 clusters Score -2.72485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228158 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -27248490.000000 Penalty: 6121.131836
	Iteration 104Q: 3 clusters Score -2.724849e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228158 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -27248490.000000 Penalty: 6121.131836
	Iteration 105F: 3 clusters Score -2.724849e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Entering Unmasked Estep 
Score: -3610270.500000 Penalty: 2555.651123
	Iteration 0F: 2 clusters Score -3610270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -3589796.250000 Penalty: 5111.302246
	Iteration 0F: 3 clusters Score -3589796 nChanged 13419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -3597210.000000 Penalty: 5111.302246
	Iteration 1F: 3 clusters Score -3597210 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -3598054.500000 Penalty: 5111.302246
	Iteration 2F: 3 clusters Score -3598054 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -3599257.500000 Penalty: 5111.302246
	Iteration 3F: 3 clusters Score -3599258 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -3600921.500000 Penalty: 5111.302246
	Iteration 4F: 3 clusters Score -3600922 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -3602890.500000 Penalty: 5111.302246
	Iteration 5F: 3 clusters Score -3602890 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -3604819.250000 Penalty: 5111.302246
	Iteration 6F: 3 clusters Score -3604819 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -3606338.500000 Penalty: 5111.302246
	Iteration 7F: 3 clusters Score -3606338 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -3607272.250000 Penalty: 5111.302246
	Iteration 8Q: 3 clusters Score -3607272 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3607677.750000 Penalty: 5111.302246
	Iteration 9Q: 3 clusters Score -3607678 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -3607850.250000 Penalty: 5111.302246
	Iteration 10Q: 3 clusters Score -3607850 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3607944.000000 Penalty: 5111.302246
	Iteration 11Q: 3 clusters Score -3607944 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3607984.000000 Penalty: 5111.302246
	Iteration 12Q: 3 clusters Score -3607984 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3608044.000000 Penalty: 5111.302246
	Iteration 13Q: 3 clusters Score -3608044 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3608084.750000 Penalty: 5111.302246
	Iteration 14Q: 3 clusters Score -3608085 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3608110.250000 Penalty: 5111.302246
	Iteration 15Q: 3 clusters Score -3608110 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3608134.500000 Penalty: 5111.302246
	Iteration 16Q: 3 clusters Score -3608134 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3608160.000000 Penalty: 5111.302246
	Iteration 17Q: 3 clusters Score -3608160 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3608177.750000 Penalty: 5111.302246
	Iteration 18Q: 3 clusters Score -3608178 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3608194.750000 Penalty: 5111.302246
	Iteration 19Q: 3 clusters Score -3608195 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3608208.750000 Penalty: 5111.302246
	Iteration 20F: 3 clusters Score -3608209 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3608214.250000 Penalty: 5111.302246
	Iteration 21Q: 3 clusters Score -3608214 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3608232.000000 Penalty: 5111.302246
	Iteration 22Q: 3 clusters Score -3608232 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3608246.500000 Penalty: 5111.302246
	Iteration 23Q: 3 clusters Score -3608246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3608260.750000 Penalty: 5111.302246
	Iteration 24Q: 3 clusters Score -3608261 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3608264.500000 Penalty: 5111.302246
	Iteration 25Q: 3 clusters Score -3608264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3608268.000000 Penalty: 5111.302246
	Iteration 26Q: 3 clusters Score -3608268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3608272.750000 Penalty: 5111.302246
	Iteration 27Q: 3 clusters Score -3608273 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3608283.500000 Penalty: 5111.302246
	Iteration 28Q: 3 clusters Score -3608284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3608289.250000 Penalty: 5111.302246
	Iteration 29Q: 3 clusters Score -3608289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3608285.000000 Penalty: 5111.302246
	Iteration 30Q: 3 clusters Score -3608285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3608293.000000 Penalty: 5111.302246
	Iteration 31Q: 3 clusters Score -3608293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3608297.750000 Penalty: 5111.302246
	Iteration 32Q: 3 clusters Score -3608298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3608310.000000 Penalty: 5111.302246
	Iteration 33Q: 3 clusters Score -3608310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3608306.250000 Penalty: 5111.302246
	Iteration 34Q: 3 clusters Score -3608306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3608312.500000 Penalty: 5111.302246
	Iteration 35Q: 3 clusters Score -3608312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3608311.750000 Penalty: 5111.302246
	Iteration 36Q: 3 clusters Score -3608312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3608312.750000 Penalty: 5111.302246
	Iteration 37Q: 3 clusters Score -3608313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3608315.750000 Penalty: 5111.302246
	Iteration 38Q: 3 clusters Score -3608316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3608320.250000 Penalty: 5111.302246
	Iteration 39Q: 3 clusters Score -3608320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3608321.500000 Penalty: 5111.302246
	Iteration 40F: 3 clusters Score -3608322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3608323.000000 Penalty: 5111.302246
	Iteration 41Q: 3 clusters Score -3608323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3608333.250000 Penalty: 5111.302246
	Iteration 42Q: 3 clusters Score -3608333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3608334.750000 Penalty: 5111.302246
	Iteration 43Q: 3 clusters Score -3608335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3608337.500000 Penalty: 5111.302246
	Iteration 44Q: 3 clusters Score -3608338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3608333.250000 Penalty: 5111.302246
	Iteration 45Q: 3 clusters Score -3608333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3608339.500000 Penalty: 5111.302246
	Iteration 46Q: 3 clusters Score -3608340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3608338.500000 Penalty: 5111.302246
	Iteration 47Q: 3 clusters Score -3608338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3608346.500000 Penalty: 5111.302246
	Iteration 48Q: 3 clusters Score -3608346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3608348.750000 Penalty: 5111.302246
	Iteration 49Q: 3 clusters Score -3608349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3608350.250000 Penalty: 5111.302246
	Iteration 50Q: 3 clusters Score -3608350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3608350.500000 Penalty: 5111.302246
	Iteration 51Q: 3 clusters Score -3608350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3608350.750000 Penalty: 5111.302246
	Iteration 52Q: 3 clusters Score -3608351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3608346.500000 Penalty: 5111.302246
	Iteration 53Q: 3 clusters Score -3608346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3608351.750000 Penalty: 5111.302246
	Iteration 54Q: 3 clusters Score -3608352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3608352.000000 Penalty: 5111.302246
	Iteration 55Q: 3 clusters Score -3608352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3608353.750000 Penalty: 5111.302246
	Iteration 56Q: 3 clusters Score -3608354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3608355.000000 Penalty: 5111.302246
	Iteration 57Q: 3 clusters Score -3608355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3608353.250000 Penalty: 5111.302246
	Iteration 58Q: 3 clusters Score -3608353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3608357.500000 Penalty: 5111.302246
	Iteration 59Q: 3 clusters Score -3608358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3608362.500000 Penalty: 5111.302246
	Iteration 60F: 3 clusters Score -3608362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3608363.250000 Penalty: 5111.302246
	Iteration 61Q: 3 clusters Score -3608363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3608361.500000 Penalty: 5111.302246
	Iteration 62Q: 3 clusters Score -3608362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3608364.250000 Penalty: 5111.302246
	Iteration 63Q: 3 clusters Score -3608364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3608370.000000 Penalty: 5111.302246
	Iteration 64Q: 3 clusters Score -3608370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3608370.000000 Penalty: 5111.302246
	Iteration 65Q: 3 clusters Score -3608370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3608369.750000 Penalty: 5111.302246
	Iteration 66Q: 3 clusters Score -3608370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3608371.500000 Penalty: 5111.302246
	Iteration 67Q: 3 clusters Score -3608372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3608370.000000 Penalty: 5111.302246
	Iteration 68Q: 3 clusters Score -3608370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3608374.500000 Penalty: 5111.302246
	Iteration 69Q: 3 clusters Score -3608374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3608375.500000 Penalty: 5111.302246
	Iteration 70Q: 3 clusters Score -3608376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3608370.250000 Penalty: 5111.302246
	Iteration 71Q: 3 clusters Score -3608370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3608374.250000 Penalty: 5111.302246
	Iteration 72Q: 3 clusters Score -3608374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3608373.000000 Penalty: 5111.302246
	Iteration 73Q: 3 clusters Score -3608373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3608373.250000 Penalty: 5111.302246
	Iteration 74Q: 3 clusters Score -3608373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3608374.500000 Penalty: 5111.302246
	Iteration 75Q: 3 clusters Score -3608374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3608370.750000 Penalty: 5111.302246
	Iteration 76Q: 3 clusters Score -3608371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3608370.500000 Penalty: 5111.302246
	Iteration 77Q: 3 clusters Score -3608370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3608373.000000 Penalty: 5111.302246
	Iteration 78Q: 3 clusters Score -3608373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3608375.250000 Penalty: 5111.302246
	Iteration 79Q: 3 clusters Score -3608375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3608373.000000 Penalty: 5111.302246
	Iteration 80F: 3 clusters Score -3608373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3608373.500000 Penalty: 5111.302246
	Iteration 81Q: 3 clusters Score -3608374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3608373.500000 Penalty: 5111.302246
	Iteration 82F: 3 clusters Score -3608374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Entering Unmasked Estep 
Score: -437400.250000 Penalty: 2032.168823
	Iteration 0F: 2 clusters Score -437400.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -433785.312500 Penalty: 4064.337646
	Iteration 0F: 3 clusters Score -433785.3 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -434539.625000 Penalty: 4064.337646
	Iteration 1F: 3 clusters Score -434539.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -434700.062500 Penalty: 4064.337646
	Iteration 2F: 3 clusters Score -434700.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -434774.031250 Penalty: 4064.337646
	Iteration 3Q: 3 clusters Score -434774 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -434813.781250 Penalty: 4064.337646
	Iteration 4Q: 3 clusters Score -434813.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -434845.843750 Penalty: 4064.337646
	Iteration 5Q: 3 clusters Score -434845.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -434869.156250 Penalty: 4064.337646
	Iteration 6Q: 3 clusters Score -434869.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -434885.500000 Penalty: 4064.337646
	Iteration 7Q: 3 clusters Score -434885.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -434901.218750 Penalty: 4064.337646
	Iteration 8Q: 3 clusters Score -434901.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -434914.343750 Penalty: 4064.337646
	Iteration 9Q: 3 clusters Score -434914.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -434930.187500 Penalty: 4064.337646
	Iteration 10Q: 3 clusters Score -434930.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -434947.125000 Penalty: 4064.337646
	Iteration 11Q: 3 clusters Score -434947.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -434958.968750 Penalty: 4064.337646
	Iteration 12Q: 3 clusters Score -434959 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -434969.406250 Penalty: 4064.337646
	Iteration 13Q: 3 clusters Score -434969.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -434978.531250 Penalty: 4064.337646
	Iteration 14Q: 3 clusters Score -434978.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -434987.468750 Penalty: 4064.337646
	Iteration 15Q: 3 clusters Score -434987.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -434997.281250 Penalty: 4064.337646
	Iteration 16Q: 3 clusters Score -434997.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -435003.187500 Penalty: 4064.337646
	Iteration 17Q: 3 clusters Score -435003.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -435007.718750 Penalty: 4064.337646
	Iteration 18Q: 3 clusters Score -435007.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -435009.812500 Penalty: 4064.337646
	Iteration 19Q: 3 clusters Score -435009.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -435012.406250 Penalty: 4064.337646
	Iteration 20F: 3 clusters Score -435012.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -435014.656250 Penalty: 4064.337646
	Iteration 21Q: 3 clusters Score -435014.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -435018.343750 Penalty: 4064.337646
	Iteration 22Q: 3 clusters Score -435018.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -435022.718750 Penalty: 4064.337646
	Iteration 23Q: 3 clusters Score -435022.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -435025.687500 Penalty: 4064.337646
	Iteration 24Q: 3 clusters Score -435025.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -435030.406250 Penalty: 4064.337646
	Iteration 25Q: 3 clusters Score -435030.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -435033.468750 Penalty: 4064.337646
	Iteration 26Q: 3 clusters Score -435033.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -435035.312500 Penalty: 4064.337646
	Iteration 27Q: 3 clusters Score -435035.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -435037.781250 Penalty: 4064.337646
	Iteration 28Q: 3 clusters Score -435037.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -435040.656250 Penalty: 4064.337646
	Iteration 29Q: 3 clusters Score -435040.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -435042.562500 Penalty: 4064.337646
	Iteration 30Q: 3 clusters Score -435042.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -435047.906250 Penalty: 4064.337646
	Iteration 31Q: 3 clusters Score -435047.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -435049.250000 Penalty: 4064.337646
	Iteration 32Q: 3 clusters Score -435049.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -435051.593750 Penalty: 4064.337646
	Iteration 33Q: 3 clusters Score -435051.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -435054.656250 Penalty: 4064.337646
	Iteration 34Q: 3 clusters Score -435054.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -435055.875000 Penalty: 4064.337646
	Iteration 35Q: 3 clusters Score -435055.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -435057.656250 Penalty: 4064.337646
	Iteration 36Q: 3 clusters Score -435057.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -435059.937500 Penalty: 4064.337646
	Iteration 37Q: 3 clusters Score -435059.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -435061.875000 Penalty: 4064.337646
	Iteration 38Q: 3 clusters Score -435061.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -435064.187500 Penalty: 4064.337646
	Iteration 39Q: 3 clusters Score -435064.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -435064.812500 Penalty: 4064.337646
	Iteration 40F: 3 clusters Score -435064.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -435067.625000 Penalty: 4064.337646
	Iteration 41Q: 3 clusters Score -435067.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -435068.687500 Penalty: 4064.337646
	Iteration 42Q: 3 clusters Score -435068.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -435072.437500 Penalty: 4064.337646
	Iteration 43Q: 3 clusters Score -435072.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -435074.625000 Penalty: 4064.337646
	Iteration 44Q: 3 clusters Score -435074.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -435077.093750 Penalty: 4064.337646
	Iteration 45Q: 3 clusters Score -435077.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -435078.468750 Penalty: 4064.337646
	Iteration 46Q: 3 clusters Score -435078.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -435079.750000 Penalty: 4064.337646
	Iteration 47Q: 3 clusters Score -435079.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -435081.312500 Penalty: 4064.337646
	Iteration 48Q: 3 clusters Score -435081.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -435083.562500 Penalty: 4064.337646
	Iteration 49Q: 3 clusters Score -435083.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -435085.781250 Penalty: 4064.337646
	Iteration 50Q: 3 clusters Score -435085.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -435087.750000 Penalty: 4064.337646
	Iteration 51Q: 3 clusters Score -435087.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -435090.468750 Penalty: 4064.337646
	Iteration 52Q: 3 clusters Score -435090.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -435094.406250 Penalty: 4064.337646
	Iteration 53Q: 3 clusters Score -435094.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -435095.937500 Penalty: 4064.337646
	Iteration 54Q: 3 clusters Score -435095.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -435098.750000 Penalty: 4064.337646
	Iteration 55Q: 3 clusters Score -435098.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -435103.250000 Penalty: 4064.337646
	Iteration 56Q: 3 clusters Score -435103.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -435108.000000 Penalty: 4064.337646
	Iteration 57Q: 3 clusters Score -435108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -435115.250000 Penalty: 4064.337646
	Iteration 58Q: 3 clusters Score -435115.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -435122.000000 Penalty: 4064.337646
	Iteration 59Q: 3 clusters Score -435122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -435129.718750 Penalty: 4064.337646
	Iteration 60F: 3 clusters Score -435129.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -435140.812500 Penalty: 4064.337646
	Iteration 61Q: 3 clusters Score -435140.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -435154.062500 Penalty: 4064.337646
	Iteration 62Q: 3 clusters Score -435154.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -435169.250000 Penalty: 4064.337646
	Iteration 63Q: 3 clusters Score -435169.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -435183.250000 Penalty: 4064.337646
	Iteration 64Q: 3 clusters Score -435183.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -435195.250000 Penalty: 4064.337646
	Iteration 65Q: 3 clusters Score -435195.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -435206.593750 Penalty: 4064.337646
	Iteration 66Q: 3 clusters Score -435206.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -435218.500000 Penalty: 4064.337646
	Iteration 67Q: 3 clusters Score -435218.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -435230.875000 Penalty: 4064.337646
	Iteration 68Q: 3 clusters Score -435230.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -435250.656250 Penalty: 4064.337646
	Iteration 69Q: 3 clusters Score -435250.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -435280.468750 Penalty: 4064.337646
	Iteration 70Q: 3 clusters Score -435280.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -435315.125000 Penalty: 4064.337646
	Iteration 71Q: 3 clusters Score -435315.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -435356.406250 Penalty: 4064.337646
	Iteration 72Q: 3 clusters Score -435356.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -435408.500000 Penalty: 4064.337646
	Iteration 73Q: 3 clusters Score -435408.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -435482.250000 Penalty: 4064.337646
	Iteration 74Q: 3 clusters Score -435482.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -435542.937500 Penalty: 4064.337646
	Iteration 75Q: 3 clusters Score -435542.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -435600.812500 Penalty: 4064.337646
	Iteration 76Q: 3 clusters Score -435600.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -435662.343750 Penalty: 4064.337646
	Iteration 77Q: 3 clusters Score -435662.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -435718.406250 Penalty: 4064.337646
	Iteration 78Q: 3 clusters Score -435718.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -435764.437500 Penalty: 4064.337646
	Iteration 79Q: 3 clusters Score -435764.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -435808.812500 Penalty: 4064.337646
	Iteration 80F: 3 clusters Score -435808.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -435862.906250 Penalty: 4064.337646
	Iteration 81Q: 3 clusters Score -435862.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -435918.468750 Penalty: 4064.337646
	Iteration 82Q: 3 clusters Score -435918.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -435975.312500 Penalty: 4064.337646
	Iteration 83Q: 3 clusters Score -435975.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -436028.968750 Penalty: 4064.337646
	Iteration 84Q: 3 clusters Score -436029 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -436072.781250 Penalty: 4064.337646
	Iteration 85Q: 3 clusters Score -436072.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -436096.125000 Penalty: 4064.337646
	Iteration 86Q: 3 clusters Score -436096.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -436124.906250 Penalty: 4064.337646
	Iteration 87Q: 3 clusters Score -436124.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -436143.875000 Penalty: 4064.337646
	Iteration 88Q: 3 clusters Score -436143.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -436154.187500 Penalty: 4064.337646
	Iteration 89Q: 3 clusters Score -436154.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -436163.656250 Penalty: 4064.337646
	Iteration 90Q: 3 clusters Score -436163.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -436173.218750 Penalty: 4064.337646
	Iteration 91Q: 3 clusters Score -436173.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -436180.281250 Penalty: 4064.337646
	Iteration 92Q: 3 clusters Score -436180.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -436184.343750 Penalty: 4064.337646
	Iteration 93Q: 3 clusters Score -436184.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -436188.218750 Penalty: 4064.337646
	Iteration 94Q: 3 clusters Score -436188.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -436191.093750 Penalty: 4064.337646
	Iteration 95Q: 3 clusters Score -436191.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -436192.093750 Penalty: 4064.337646
	Iteration 96Q: 3 clusters Score -436192.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -436193.906250 Penalty: 4064.337646
	Iteration 97Q: 3 clusters Score -436193.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -436194.187500 Penalty: 4064.337646
	Iteration 98Q: 3 clusters Score -436194.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -436194.187500 Penalty: 4064.337646
	Iteration 99F: 3 clusters Score -436194.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -191518.234375 Penalty: 1832.765015
	Iteration 0F: 2 clusters Score -191518.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -189152.390625 Penalty: 3665.530029
	Iteration 0F: 3 clusters Score -189152.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -189491.453125 Penalty: 3665.530029
	Iteration 1F: 3 clusters Score -189491.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -189570.562500 Penalty: 3665.530029
	Iteration 2F: 3 clusters Score -189570.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -189622.906250 Penalty: 3665.530029
	Iteration 3Q: 3 clusters Score -189622.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -189652.968750 Penalty: 3665.530029
	Iteration 4Q: 3 clusters Score -189653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -189669.734375 Penalty: 3665.530029
	Iteration 5Q: 3 clusters Score -189669.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -189685.968750 Penalty: 3665.530029
	Iteration 6Q: 3 clusters Score -189686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -189706.828125 Penalty: 3665.530029
	Iteration 7Q: 3 clusters Score -189706.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -189718.734375 Penalty: 3665.530029
	Iteration 8Q: 3 clusters Score -189718.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -189723.828125 Penalty: 3665.530029
	Iteration 9Q: 3 clusters Score -189723.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -189732.453125 Penalty: 3665.530029
	Iteration 10Q: 3 clusters Score -189732.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -189741.046875 Penalty: 3665.530029
	Iteration 11Q: 3 clusters Score -189741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -189742.265625 Penalty: 3665.530029
	Iteration 12Q: 3 clusters Score -189742.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -189744.328125 Penalty: 3665.530029
	Iteration 13Q: 3 clusters Score -189744.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -189745.250000 Penalty: 3665.530029
	Iteration 14Q: 3 clusters Score -189745.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -189746.578125 Penalty: 3665.530029
	Iteration 15Q: 3 clusters Score -189746.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -189748.750000 Penalty: 3665.530029
	Iteration 16Q: 3 clusters Score -189748.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -189749.015625 Penalty: 3665.530029
	Iteration 17Q: 3 clusters Score -189749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -189749.015625 Penalty: 3665.530029
	Iteration 18F: 3 clusters Score -189749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Entering Unmasked Estep 
Score: -174021.500000 Penalty: 1834.443359
	Iteration 0F: 2 clusters Score -174021.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -171627.421875 Penalty: 3668.886719
	Iteration 0F: 3 clusters Score -171627.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -172164.187500 Penalty: 3668.886719
	Iteration 1F: 3 clusters Score -172164.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -172682.734375 Penalty: 3668.886719
	Iteration 2F: 3 clusters Score -172682.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -173179.390625 Penalty: 3668.886719
	Iteration 3F: 3 clusters Score -173179.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -173481.328125 Penalty: 3668.886719
	Iteration 4F: 3 clusters Score -173481.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -173756.062500 Penalty: 3668.886719
	Iteration 5F: 3 clusters Score -173756.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -173958.234375 Penalty: 3668.886719
	Iteration 6F: 3 clusters Score -173958.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -174069.515625 Penalty: 3668.886719
	Iteration 7Q: 3 clusters Score -174069.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -174187.406250 Penalty: 3668.886719
	Iteration 8Q: 3 clusters Score -174187.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -174299.625000 Penalty: 3668.886719
	Iteration 9Q: 3 clusters Score -174299.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -174381.968750 Penalty: 3668.886719
	Iteration 10Q: 3 clusters Score -174382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -174419.703125 Penalty: 3668.886719
	Iteration 11Q: 3 clusters Score -174419.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -174435.500000 Penalty: 3668.886719
	Iteration 12Q: 3 clusters Score -174435.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -174437.359375 Penalty: 3668.886719
	Iteration 13Q: 3 clusters Score -174437.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -174437.875000 Penalty: 3668.886719
	Iteration 14Q: 3 clusters Score -174437.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -174437.875000 Penalty: 3668.886719
	Iteration 15F: 3 clusters Score -174437.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 228889 members 
Mstep: Class 3 contains 29883 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 30703 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 149984 members 
Mstep: Class 13 contains 39660 members 
Mstep: Class 14 contains 1814 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 58168 members 
Mstep: Class 17 contains 45133 members 
Mstep: Class 18 contains 26548 members 
Mstep: Class 19 contains 15276 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 7424 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 17574 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
Score: -80043216.000000 Penalty: 79963.109375
Splitting cluster 6 changes total score from -80044216.000000 to -80043216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Entering Unmasked Estep 
Score: -167494.031250 Penalty: 1806.635620
	Iteration 0F: 2 clusters Score -167494 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 712 members 
Entering Unmasked Estep 
Score: -165217.265625 Penalty: 3613.271240
	Iteration 0F: 3 clusters Score -165217.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -165564.406250 Penalty: 3613.271240
	Iteration 1F: 3 clusters Score -165564.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -165650.203125 Penalty: 3613.271240
	Iteration 2F: 3 clusters Score -165650.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -165691.875000 Penalty: 3613.271240
	Iteration 3Q: 3 clusters Score -165691.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -165710.312500 Penalty: 3613.271240
	Iteration 4Q: 3 clusters Score -165710.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -165725.906250 Penalty: 3613.271240
	Iteration 5Q: 3 clusters Score -165725.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -165733.609375 Penalty: 3613.271240
	Iteration 6Q: 3 clusters Score -165733.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -165736.984375 Penalty: 3613.271240
	Iteration 7Q: 3 clusters Score -165737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -165741.656250 Penalty: 3613.271240
	Iteration 8Q: 3 clusters Score -165741.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -165746.671875 Penalty: 3613.271240
	Iteration 9Q: 3 clusters Score -165746.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -165753.531250 Penalty: 3613.271240
	Iteration 10Q: 3 clusters Score -165753.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -165761.718750 Penalty: 3613.271240
	Iteration 11Q: 3 clusters Score -165761.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -165763.187500 Penalty: 3613.271240
	Iteration 12Q: 3 clusters Score -165763.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -165763.187500 Penalty: 3613.271240
	Iteration 13F: 3 clusters Score -165763.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Entering Unmasked Estep 
Score: -839196.125000 Penalty: 2191.096191
	Iteration 0F: 2 clusters Score -839196.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -833509.687500 Penalty: 4382.192383
	Iteration 0F: 3 clusters Score -833509.7 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -834970.062500 Penalty: 4382.192383
	Iteration 1F: 3 clusters Score -834970.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -835180.125000 Penalty: 4382.192383
	Iteration 2F: 3 clusters Score -835180.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -835310.687500 Penalty: 4382.192383
	Iteration 3Q: 3 clusters Score -835310.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -835396.812500 Penalty: 4382.192383
	Iteration 4Q: 3 clusters Score -835396.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -835473.437500 Penalty: 4382.192383
	Iteration 5Q: 3 clusters Score -835473.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -835549.750000 Penalty: 4382.192383
	Iteration 6Q: 3 clusters Score -835549.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -835602.875000 Penalty: 4382.192383
	Iteration 7Q: 3 clusters Score -835602.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -835643.125000 Penalty: 4382.192383
	Iteration 8Q: 3 clusters Score -835643.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -835673.812500 Penalty: 4382.192383
	Iteration 9Q: 3 clusters Score -835673.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -835702.625000 Penalty: 4382.192383
	Iteration 10Q: 3 clusters Score -835702.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -835724.687500 Penalty: 4382.192383
	Iteration 11Q: 3 clusters Score -835724.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -835746.250000 Penalty: 4382.192383
	Iteration 12Q: 3 clusters Score -835746.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -835768.937500 Penalty: 4382.192383
	Iteration 13Q: 3 clusters Score -835768.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -835788.437500 Penalty: 4382.192383
	Iteration 14Q: 3 clusters Score -835788.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -835803.875000 Penalty: 4382.192383
	Iteration 15Q: 3 clusters Score -835803.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -835823.625000 Penalty: 4382.192383
	Iteration 16Q: 3 clusters Score -835823.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -835836.000000 Penalty: 4382.192383
	Iteration 17Q: 3 clusters Score -835836 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -835846.937500 Penalty: 4382.192383
	Iteration 18Q: 3 clusters Score -835846.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -835860.250000 Penalty: 4382.192383
	Iteration 19Q: 3 clusters Score -835860.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -835870.937500 Penalty: 4382.192383
	Iteration 20F: 3 clusters Score -835870.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -835886.875000 Penalty: 4382.192383
	Iteration 21Q: 3 clusters Score -835886.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -835906.187500 Penalty: 4382.192383
	Iteration 22Q: 3 clusters Score -835906.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -835925.312500 Penalty: 4382.192383
	Iteration 23Q: 3 clusters Score -835925.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -835942.250000 Penalty: 4382.192383
	Iteration 24Q: 3 clusters Score -835942.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -835961.250000 Penalty: 4382.192383
	Iteration 25Q: 3 clusters Score -835961.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -835981.937500 Penalty: 4382.192383
	Iteration 26Q: 3 clusters Score -835981.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -836002.062500 Penalty: 4382.192383
	Iteration 27Q: 3 clusters Score -836002.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -836017.562500 Penalty: 4382.192383
	Iteration 28Q: 3 clusters Score -836017.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -836036.062500 Penalty: 4382.192383
	Iteration 29Q: 3 clusters Score -836036.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -836056.000000 Penalty: 4382.192383
	Iteration 30Q: 3 clusters Score -836056 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -836087.312500 Penalty: 4382.192383
	Iteration 31Q: 3 clusters Score -836087.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -836118.375000 Penalty: 4382.192383
	Iteration 32Q: 3 clusters Score -836118.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -836161.875000 Penalty: 4382.192383
	Iteration 33Q: 3 clusters Score -836161.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -836206.812500 Penalty: 4382.192383
	Iteration 34Q: 3 clusters Score -836206.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -836262.500000 Penalty: 4382.192383
	Iteration 35Q: 3 clusters Score -836262.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -836326.875000 Penalty: 4382.192383
	Iteration 36Q: 3 clusters Score -836326.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -836398.812500 Penalty: 4382.192383
	Iteration 37Q: 3 clusters Score -836398.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -836480.937500 Penalty: 4382.192383
	Iteration 38Q: 3 clusters Score -836480.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -836556.812500 Penalty: 4382.192383
	Iteration 39Q: 3 clusters Score -836556.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -836614.312500 Penalty: 4382.192383
	Iteration 40F: 3 clusters Score -836614.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -836683.812500 Penalty: 4382.192383
	Iteration 41Q: 3 clusters Score -836683.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -836765.125000 Penalty: 4382.192383
	Iteration 42Q: 3 clusters Score -836765.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -836839.187500 Penalty: 4382.192383
	Iteration 43Q: 3 clusters Score -836839.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -836905.250000 Penalty: 4382.192383
	Iteration 44Q: 3 clusters Score -836905.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -836962.937500 Penalty: 4382.192383
	Iteration 45Q: 3 clusters Score -836962.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -837003.000000 Penalty: 4382.192383
	Iteration 46Q: 3 clusters Score -837003 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -837057.625000 Penalty: 4382.192383
	Iteration 47Q: 3 clusters Score -837057.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -837089.250000 Penalty: 4382.192383
	Iteration 48Q: 3 clusters Score -837089.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -837118.062500 Penalty: 4382.192383
	Iteration 49Q: 3 clusters Score -837118.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -837135.750000 Penalty: 4382.192383
	Iteration 50Q: 3 clusters Score -837135.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -837154.000000 Penalty: 4382.192383
	Iteration 51Q: 3 clusters Score -837154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -837168.500000 Penalty: 4382.192383
	Iteration 52Q: 3 clusters Score -837168.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -837180.500000 Penalty: 4382.192383
	Iteration 53Q: 3 clusters Score -837180.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -837188.187500 Penalty: 4382.192383
	Iteration 54Q: 3 clusters Score -837188.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -837198.312500 Penalty: 4382.192383
	Iteration 55Q: 3 clusters Score -837198.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -837213.062500 Penalty: 4382.192383
	Iteration 56Q: 3 clusters Score -837213.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -837220.437500 Penalty: 4382.192383
	Iteration 57Q: 3 clusters Score -837220.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -837226.687500 Penalty: 4382.192383
	Iteration 58Q: 3 clusters Score -837226.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -837233.375000 Penalty: 4382.192383
	Iteration 59Q: 3 clusters Score -837233.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -837241.562500 Penalty: 4382.192383
	Iteration 60F: 3 clusters Score -837241.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -837248.562500 Penalty: 4382.192383
	Iteration 61Q: 3 clusters Score -837248.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -837257.125000 Penalty: 4382.192383
	Iteration 62Q: 3 clusters Score -837257.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -837258.187500 Penalty: 4382.192383
	Iteration 63Q: 3 clusters Score -837258.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -837261.937500 Penalty: 4382.192383
	Iteration 64Q: 3 clusters Score -837261.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -837267.500000 Penalty: 4382.192383
	Iteration 65Q: 3 clusters Score -837267.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -837269.750000 Penalty: 4382.192383
	Iteration 66Q: 3 clusters Score -837269.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -837271.937500 Penalty: 4382.192383
	Iteration 67Q: 3 clusters Score -837271.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -837271.062500 Penalty: 4382.192383
	Iteration 68Q: 3 clusters Score -837271.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -837271.500000 Penalty: 4382.192383
	Iteration 69Q: 3 clusters Score -837271.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -837273.000000 Penalty: 4382.192383
	Iteration 70Q: 3 clusters Score -837273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -837273.187500 Penalty: 4382.192383
	Iteration 71Q: 3 clusters Score -837273.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -837273.187500 Penalty: 4382.192383
	Iteration 72F: 3 clusters Score -837273.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Entering Unmasked Estep 
Score: -3708735.500000 Penalty: 2562.364502
	Iteration 0F: 2 clusters Score -3708736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -3687595.000000 Penalty: 5124.729004
	Iteration 0F: 3 clusters Score -3687595 nChanged 13867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -3695487.250000 Penalty: 5124.729004
	Iteration 1F: 3 clusters Score -3695487 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -3696506.500000 Penalty: 5124.729004
	Iteration 2F: 3 clusters Score -3696506 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -3697743.000000 Penalty: 5124.729004
	Iteration 3F: 3 clusters Score -3697743 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -3699184.750000 Penalty: 5124.729004
	Iteration 4F: 3 clusters Score -3699185 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -3700948.000000 Penalty: 5124.729004
	Iteration 5F: 3 clusters Score -3700948 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -3702925.750000 Penalty: 5124.729004
	Iteration 6F: 3 clusters Score -3702926 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -3704469.500000 Penalty: 5124.729004
	Iteration 7F: 3 clusters Score -3704470 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -3705201.500000 Penalty: 5124.729004
	Iteration 8Q: 3 clusters Score -3705202 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -3705509.000000 Penalty: 5124.729004
	Iteration 9Q: 3 clusters Score -3705509 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -3705637.000000 Penalty: 5124.729004
	Iteration 10Q: 3 clusters Score -3705637 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -3705762.750000 Penalty: 5124.729004
	Iteration 11Q: 3 clusters Score -3705763 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -3705830.000000 Penalty: 5124.729004
	Iteration 12Q: 3 clusters Score -3705830 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -3705881.500000 Penalty: 5124.729004
	Iteration 13Q: 3 clusters Score -3705882 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -3705927.750000 Penalty: 5124.729004
	Iteration 14Q: 3 clusters Score -3705928 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -3705976.250000 Penalty: 5124.729004
	Iteration 15Q: 3 clusters Score -3705976 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -3706008.250000 Penalty: 5124.729004
	Iteration 16Q: 3 clusters Score -3706008 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -3706044.750000 Penalty: 5124.729004
	Iteration 17Q: 3 clusters Score -3706045 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -3706072.000000 Penalty: 5124.729004
	Iteration 18Q: 3 clusters Score -3706072 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -3706089.750000 Penalty: 5124.729004
	Iteration 19Q: 3 clusters Score -3706090 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -3706107.500000 Penalty: 5124.729004
	Iteration 20F: 3 clusters Score -3706108 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -3706128.250000 Penalty: 5124.729004
	Iteration 21Q: 3 clusters Score -3706128 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -3706158.250000 Penalty: 5124.729004
	Iteration 22Q: 3 clusters Score -3706158 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -3706185.000000 Penalty: 5124.729004
	Iteration 23Q: 3 clusters Score -3706185 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -3706196.500000 Penalty: 5124.729004
	Iteration 24Q: 3 clusters Score -3706196 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -3706221.000000 Penalty: 5124.729004
	Iteration 25Q: 3 clusters Score -3706221 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -3706251.750000 Penalty: 5124.729004
	Iteration 26Q: 3 clusters Score -3706252 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -3706261.500000 Penalty: 5124.729004
	Iteration 27Q: 3 clusters Score -3706262 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -3706279.750000 Penalty: 5124.729004
	Iteration 28Q: 3 clusters Score -3706280 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -3706296.250000 Penalty: 5124.729004
	Iteration 29Q: 3 clusters Score -3706296 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -3706321.500000 Penalty: 5124.729004
	Iteration 30Q: 3 clusters Score -3706322 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -3706353.500000 Penalty: 5124.729004
	Iteration 31Q: 3 clusters Score -3706354 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -3706426.750000 Penalty: 5124.729004
	Iteration 32Q: 3 clusters Score -3706427 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -3706564.000000 Penalty: 5124.729004
	Iteration 33Q: 3 clusters Score -3706564 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -3706758.000000 Penalty: 5124.729004
	Iteration 34Q: 3 clusters Score -3706758 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -3707041.000000 Penalty: 5124.729004
	Iteration 35Q: 3 clusters Score -3707041 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -3707292.500000 Penalty: 5124.729004
	Iteration 36Q: 3 clusters Score -3707292 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -3707421.250000 Penalty: 5124.729004
	Iteration 37Q: 3 clusters Score -3707421 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -3707470.000000 Penalty: 5124.729004
	Iteration 38Q: 3 clusters Score -3707470 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -3707486.250000 Penalty: 5124.729004
	Iteration 39Q: 3 clusters Score -3707486 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -3707501.750000 Penalty: 5124.729004
	Iteration 40F: 3 clusters Score -3707502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -3707504.500000 Penalty: 5124.729004
	Iteration 41Q: 3 clusters Score -3707504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -3707500.500000 Penalty: 5124.729004
	Iteration 42Q: 3 clusters Score -3707500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -3707507.500000 Penalty: 5124.729004
	Iteration 43Q: 3 clusters Score -3707508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -3707507.250000 Penalty: 5124.729004
	Iteration 44Q: 3 clusters Score -3707507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -3707512.750000 Penalty: 5124.729004
	Iteration 45Q: 3 clusters Score -3707513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -3707513.000000 Penalty: 5124.729004
	Iteration 46Q: 3 clusters Score -3707513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -3707512.000000 Penalty: 5124.729004
	Iteration 47Q: 3 clusters Score -3707512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -3707507.750000 Penalty: 5124.729004
	Iteration 48Q: 3 clusters Score -3707508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -3707507.750000 Penalty: 5124.729004
	Iteration 49F: 3 clusters Score -3707508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -67131.117188 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -67131.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -65537.585938 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -65537.59 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -65714.265625 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -65714.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -65751.718750 Penalty: 3151.767578
	Iteration 2Q: 3 clusters Score -65751.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -65772.867188 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -65772.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65785.859375 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -65785.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65801.164062 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -65801.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -65805.617188 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -65805.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65806.593750 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -65806.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -65809.804688 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -65809.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -65811.203125 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -65811.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -65811.203125 Penalty: 3151.767578
	Iteration 10F: 3 clusters Score -65811.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (149984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149984 members 
Entering Unmasked Estep 
Score: -17895436.000000 Penalty: 2955.734375
	Iteration 0F: 2 clusters Score -1.789544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75227 members 
Mstep: Class 2 contains 74757 members 
Entering Unmasked Estep 
Score: -17797002.000000 Penalty: 5911.468750
	Iteration 0F: 3 clusters Score -1.7797e+07 nChanged 71605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77134 members 
Mstep: Class 2 contains 72850 members 
Entering Unmasked Estep 
Score: -17838818.000000 Penalty: 5911.468750
	Iteration 1F: 3 clusters Score -1.783882e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78088 members 
Mstep: Class 2 contains 71896 members 
Entering Unmasked Estep 
Score: -17839920.000000 Penalty: 5911.468750
	Iteration 2Q: 3 clusters Score -1.783992e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79704 members 
Mstep: Class 2 contains 70280 members 
Entering Unmasked Estep 
Score: -17841444.000000 Penalty: 5911.468750
	Iteration 3Q: 3 clusters Score -1.784144e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82065 members 
Mstep: Class 2 contains 67919 members 
Entering Unmasked Estep 
Score: -17843606.000000 Penalty: 5911.468750
	Iteration 4Q: 3 clusters Score -1.784361e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85567 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -17846872.000000 Penalty: 5911.468750
	Iteration 5Q: 3 clusters Score -1.784687e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90171 members 
Mstep: Class 2 contains 59813 members 
Entering Unmasked Estep 
Score: -17851076.000000 Penalty: 5911.468750
	Iteration 6Q: 3 clusters Score -1.785108e+07 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95765 members 
Mstep: Class 2 contains 54219 members 
Entering Unmasked Estep 
Score: -17856054.000000 Penalty: 5911.468750
	Iteration 7F: 3 clusters Score -1.785605e+07 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101981 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -17861498.000000 Penalty: 5911.468750
	Iteration 8F: 3 clusters Score -1.78615e+07 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108115 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -17866890.000000 Penalty: 5911.468750
	Iteration 9F: 3 clusters Score -1.786689e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113835 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -17871372.000000 Penalty: 5911.468750
	Iteration 10Q: 3 clusters Score -1.787137e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118904 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -17875156.000000 Penalty: 5911.468750
	Iteration 11Q: 3 clusters Score -1.787516e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123379 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -17878312.000000 Penalty: 5911.468750
	Iteration 12Q: 3 clusters Score -1.787831e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127186 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -17880698.000000 Penalty: 5911.468750
	Iteration 13Q: 3 clusters Score -1.78807e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130568 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -17882606.000000 Penalty: 5911.468750
	Iteration 14Q: 3 clusters Score -1.788261e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133617 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -17884310.000000 Penalty: 5911.468750
	Iteration 15Q: 3 clusters Score -1.788431e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136316 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -17885858.000000 Penalty: 5911.468750
	Iteration 16Q: 3 clusters Score -1.788586e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138743 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -17887246.000000 Penalty: 5911.468750
	Iteration 17Q: 3 clusters Score -1.788725e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140879 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -17888422.000000 Penalty: 5911.468750
	Iteration 18Q: 3 clusters Score -1.788842e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142777 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -17889430.000000 Penalty: 5911.468750
	Iteration 19Q: 3 clusters Score -1.788943e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144313 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -17890270.000000 Penalty: 5911.468750
	Iteration 20F: 3 clusters Score -1.789027e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145557 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -17890844.000000 Penalty: 5911.468750
	Iteration 21Q: 3 clusters Score -1.789084e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146508 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -17891318.000000 Penalty: 5911.468750
	Iteration 22Q: 3 clusters Score -1.789132e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147229 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -17891664.000000 Penalty: 5911.468750
	Iteration 23Q: 3 clusters Score -1.789166e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147734 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -17891952.000000 Penalty: 5911.468750
	Iteration 24Q: 3 clusters Score -1.789195e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148101 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -17892100.000000 Penalty: 5911.468750
	Iteration 25Q: 3 clusters Score -1.78921e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148342 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -17892244.000000 Penalty: 5911.468750
	Iteration 26Q: 3 clusters Score -1.789224e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148526 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -17892344.000000 Penalty: 5911.468750
	Iteration 27Q: 3 clusters Score -1.789234e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148669 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -17892466.000000 Penalty: 5911.468750
	Iteration 28Q: 3 clusters Score -1.789247e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148788 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -17892566.000000 Penalty: 5911.468750
	Iteration 29Q: 3 clusters Score -1.789257e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148869 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -17892612.000000 Penalty: 5911.468750
	Iteration 30Q: 3 clusters Score -1.789261e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148939 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -17892658.000000 Penalty: 5911.468750
	Iteration 31Q: 3 clusters Score -1.789266e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148991 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -17892686.000000 Penalty: 5911.468750
	Iteration 32Q: 3 clusters Score -1.789269e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149036 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -17892732.000000 Penalty: 5911.468750
	Iteration 33Q: 3 clusters Score -1.789273e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149090 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -17892774.000000 Penalty: 5911.468750
	Iteration 34Q: 3 clusters Score -1.789277e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149125 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -17892802.000000 Penalty: 5911.468750
	Iteration 35Q: 3 clusters Score -1.78928e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149153 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -17892838.000000 Penalty: 5911.468750
	Iteration 36Q: 3 clusters Score -1.789284e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149179 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -17892872.000000 Penalty: 5911.468750
	Iteration 37Q: 3 clusters Score -1.789287e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149196 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -17892872.000000 Penalty: 5911.468750
	Iteration 38Q: 3 clusters Score -1.789287e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149205 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -17892896.000000 Penalty: 5911.468750
	Iteration 39Q: 3 clusters Score -1.78929e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149213 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -17892910.000000 Penalty: 5911.468750
	Iteration 40F: 3 clusters Score -1.789291e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149224 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -17892926.000000 Penalty: 5911.468750
	Iteration 41Q: 3 clusters Score -1.789293e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149232 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -17892926.000000 Penalty: 5911.468750
	Iteration 42Q: 3 clusters Score -1.789293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149232 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -17892922.000000 Penalty: 5911.468750
	Iteration 43Q: 3 clusters Score -1.789292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149234 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -17892922.000000 Penalty: 5911.468750
	Iteration 44Q: 3 clusters Score -1.789292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149240 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -17892934.000000 Penalty: 5911.468750
	Iteration 45Q: 3 clusters Score -1.789293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149242 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -17892920.000000 Penalty: 5911.468750
	Iteration 46Q: 3 clusters Score -1.789292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149246 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -17892926.000000 Penalty: 5911.468750
	Iteration 47Q: 3 clusters Score -1.789293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149250 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -17892944.000000 Penalty: 5911.468750
	Iteration 48Q: 3 clusters Score -1.789294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149253 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -17892938.000000 Penalty: 5911.468750
	Iteration 49Q: 3 clusters Score -1.789294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149256 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -17892928.000000 Penalty: 5911.468750
	Iteration 50Q: 3 clusters Score -1.789293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149257 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -17892922.000000 Penalty: 5911.468750
	Iteration 51Q: 3 clusters Score -1.789292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149258 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -17892926.000000 Penalty: 5911.468750
	Iteration 52Q: 3 clusters Score -1.789293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149259 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -17892922.000000 Penalty: 5911.468750
	Iteration 53Q: 3 clusters Score -1.789292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149261 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -17892922.000000 Penalty: 5911.468750
	Iteration 54Q: 3 clusters Score -1.789292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149261 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -17892918.000000 Penalty: 5911.468750
	Iteration 55Q: 3 clusters Score -1.789292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149263 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -17892930.000000 Penalty: 5911.468750
	Iteration 56Q: 3 clusters Score -1.789293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149264 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -17892924.000000 Penalty: 5911.468750
	Iteration 57Q: 3 clusters Score -1.789292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149266 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -17892932.000000 Penalty: 5911.468750
	Iteration 58Q: 3 clusters Score -1.789293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149268 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -17892938.000000 Penalty: 5911.468750
	Iteration 59Q: 3 clusters Score -1.789294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149270 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -17892932.000000 Penalty: 5911.468750
	Iteration 60F: 3 clusters Score -1.789293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149270 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -17892934.000000 Penalty: 5911.468750
	Iteration 61Q: 3 clusters Score -1.789293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149271 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -17892946.000000 Penalty: 5911.468750
	Iteration 62Q: 3 clusters Score -1.789295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149273 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -17892942.000000 Penalty: 5911.468750
	Iteration 63Q: 3 clusters Score -1.789294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149273 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -17892942.000000 Penalty: 5911.468750
	Iteration 64F: 3 clusters Score -1.789294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Entering Unmasked Estep 
Score: -4642457.000000 Penalty: 2625.848389
	Iteration 0F: 2 clusters Score -4642457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -4615505.000000 Penalty: 5251.696777
	Iteration 0F: 3 clusters Score -4615505 nChanged 18075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -4625350.000000 Penalty: 5251.696777
	Iteration 1F: 3 clusters Score -4625350 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -4625809.000000 Penalty: 5251.696777
	Iteration 2Q: 3 clusters Score -4625809 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -4626208.500000 Penalty: 5251.696777
	Iteration 3Q: 3 clusters Score -4626208 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -4626544.500000 Penalty: 5251.696777
	Iteration 4Q: 3 clusters Score -4626544 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -4626824.000000 Penalty: 5251.696777
	Iteration 5Q: 3 clusters Score -4626824 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -4627084.500000 Penalty: 5251.696777
	Iteration 6Q: 3 clusters Score -4627084 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -4627332.000000 Penalty: 5251.696777
	Iteration 7Q: 3 clusters Score -4627332 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -4627622.500000 Penalty: 5251.696777
	Iteration 8Q: 3 clusters Score -4627622 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -4627934.500000 Penalty: 5251.696777
	Iteration 9Q: 3 clusters Score -4627934 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -4628330.500000 Penalty: 5251.696777
	Iteration 10Q: 3 clusters Score -4628330 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -4628872.000000 Penalty: 5251.696777
	Iteration 11Q: 3 clusters Score -4628872 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -4629654.000000 Penalty: 5251.696777
	Iteration 12Q: 3 clusters Score -4629654 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -4630667.000000 Penalty: 5251.696777
	Iteration 13Q: 3 clusters Score -4630667 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -4631934.000000 Penalty: 5251.696777
	Iteration 14F: 3 clusters Score -4631934 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -4633355.000000 Penalty: 5251.696777
	Iteration 15F: 3 clusters Score -4633355 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -4634933.000000 Penalty: 5251.696777
	Iteration 16F: 3 clusters Score -4634933 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -4636451.000000 Penalty: 5251.696777
	Iteration 17Q: 3 clusters Score -4636451 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -4637750.500000 Penalty: 5251.696777
	Iteration 18Q: 3 clusters Score -4637750 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -4638694.500000 Penalty: 5251.696777
	Iteration 19Q: 3 clusters Score -4638694 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -4639282.500000 Penalty: 5251.696777
	Iteration 20F: 3 clusters Score -4639282 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -4639627.000000 Penalty: 5251.696777
	Iteration 21Q: 3 clusters Score -4639627 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -4639829.000000 Penalty: 5251.696777
	Iteration 22Q: 3 clusters Score -4639829 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -4639931.000000 Penalty: 5251.696777
	Iteration 23Q: 3 clusters Score -4639931 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -4639972.500000 Penalty: 5251.696777
	Iteration 24Q: 3 clusters Score -4639972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -4640016.500000 Penalty: 5251.696777
	Iteration 25Q: 3 clusters Score -4640016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -4640038.000000 Penalty: 5251.696777
	Iteration 26Q: 3 clusters Score -4640038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -4640045.500000 Penalty: 5251.696777
	Iteration 27Q: 3 clusters Score -4640046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -4640059.500000 Penalty: 5251.696777
	Iteration 28Q: 3 clusters Score -4640060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -4640084.000000 Penalty: 5251.696777
	Iteration 29Q: 3 clusters Score -4640084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -4640109.000000 Penalty: 5251.696777
	Iteration 30Q: 3 clusters Score -4640109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -4640130.000000 Penalty: 5251.696777
	Iteration 31Q: 3 clusters Score -4640130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -4640147.000000 Penalty: 5251.696777
	Iteration 32Q: 3 clusters Score -4640147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -4640160.500000 Penalty: 5251.696777
	Iteration 33Q: 3 clusters Score -4640160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -4640163.500000 Penalty: 5251.696777
	Iteration 34Q: 3 clusters Score -4640164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -4640166.500000 Penalty: 5251.696777
	Iteration 35Q: 3 clusters Score -4640166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -4640168.000000 Penalty: 5251.696777
	Iteration 36Q: 3 clusters Score -4640168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -4640177.500000 Penalty: 5251.696777
	Iteration 37Q: 3 clusters Score -4640178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -4640184.000000 Penalty: 5251.696777
	Iteration 38Q: 3 clusters Score -4640184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -4640188.000000 Penalty: 5251.696777
	Iteration 39Q: 3 clusters Score -4640188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -4640193.500000 Penalty: 5251.696777
	Iteration 40F: 3 clusters Score -4640194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -4640197.500000 Penalty: 5251.696777
	Iteration 41Q: 3 clusters Score -4640198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -4640197.500000 Penalty: 5251.696777
	Iteration 42F: 3 clusters Score -4640198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Entering Unmasked Estep 
Score: -209532.500000 Penalty: 1860.815796
	Iteration 0F: 2 clusters Score -209532.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -207024.625000 Penalty: 3721.631592
	Iteration 0F: 3 clusters Score -207024.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -207442.875000 Penalty: 3721.631592
	Iteration 1F: 3 clusters Score -207442.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -207556.703125 Penalty: 3721.631592
	Iteration 2F: 3 clusters Score -207556.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -207621.937500 Penalty: 3721.631592
	Iteration 3Q: 3 clusters Score -207621.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -207667.437500 Penalty: 3721.631592
	Iteration 4Q: 3 clusters Score -207667.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -207702.234375 Penalty: 3721.631592
	Iteration 5Q: 3 clusters Score -207702.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -207718.765625 Penalty: 3721.631592
	Iteration 6Q: 3 clusters Score -207718.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -207733.890625 Penalty: 3721.631592
	Iteration 7Q: 3 clusters Score -207733.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -207745.546875 Penalty: 3721.631592
	Iteration 8Q: 3 clusters Score -207745.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -207754.640625 Penalty: 3721.631592
	Iteration 9Q: 3 clusters Score -207754.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -207764.843750 Penalty: 3721.631592
	Iteration 10Q: 3 clusters Score -207764.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -207768.312500 Penalty: 3721.631592
	Iteration 11Q: 3 clusters Score -207768.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -207768.796875 Penalty: 3721.631592
	Iteration 12Q: 3 clusters Score -207768.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -207770.000000 Penalty: 3721.631592
	Iteration 13Q: 3 clusters Score -207770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -207770.546875 Penalty: 3721.631592
	Iteration 14Q: 3 clusters Score -207770.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -207771.281250 Penalty: 3721.631592
	Iteration 15Q: 3 clusters Score -207771.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -207775.890625 Penalty: 3721.631592
	Iteration 16Q: 3 clusters Score -207775.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -207783.078125 Penalty: 3721.631592
	Iteration 17Q: 3 clusters Score -207783.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -207786.437500 Penalty: 3721.631592
	Iteration 18Q: 3 clusters Score -207786.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -207789.578125 Penalty: 3721.631592
	Iteration 19Q: 3 clusters Score -207789.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -207792.234375 Penalty: 3721.631592
	Iteration 20F: 3 clusters Score -207792.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -207793.937500 Penalty: 3721.631592
	Iteration 21Q: 3 clusters Score -207793.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -207794.500000 Penalty: 3721.631592
	Iteration 22Q: 3 clusters Score -207794.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -207794.500000 Penalty: 3721.631592
	Iteration 23F: 3 clusters Score -207794.5 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: -599605.375000 Penalty: 2123.654297
	Iteration 0F: 2 clusters Score -599605.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -594957.875000 Penalty: 4247.308594
	Iteration 0F: 3 clusters Score -594957.9 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -596167.437500 Penalty: 4247.308594
	Iteration 1F: 3 clusters Score -596167.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -596572.125000 Penalty: 4247.308594
	Iteration 2F: 3 clusters Score -596572.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -597013.125000 Penalty: 4247.308594
	Iteration 3F: 3 clusters Score -597013.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -597405.875000 Penalty: 4247.308594
	Iteration 4F: 3 clusters Score -597405.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -597719.625000 Penalty: 4247.308594
	Iteration 5F: 3 clusters Score -597719.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -597938.875000 Penalty: 4247.308594
	Iteration 6F: 3 clusters Score -597938.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -598116.187500 Penalty: 4247.308594
	Iteration 7Q: 3 clusters Score -598116.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -598245.812500 Penalty: 4247.308594
	Iteration 8Q: 3 clusters Score -598245.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -598356.125000 Penalty: 4247.308594
	Iteration 9Q: 3 clusters Score -598356.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -598420.875000 Penalty: 4247.308594
	Iteration 10Q: 3 clusters Score -598420.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -598457.187500 Penalty: 4247.308594
	Iteration 11Q: 3 clusters Score -598457.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -598476.375000 Penalty: 4247.308594
	Iteration 12Q: 3 clusters Score -598476.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -598485.312500 Penalty: 4247.308594
	Iteration 13Q: 3 clusters Score -598485.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -598491.000000 Penalty: 4247.308594
	Iteration 14Q: 3 clusters Score -598491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -598497.125000 Penalty: 4247.308594
	Iteration 15Q: 3 clusters Score -598497.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -598504.750000 Penalty: 4247.308594
	Iteration 16Q: 3 clusters Score -598504.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -598513.812500 Penalty: 4247.308594
	Iteration 17Q: 3 clusters Score -598513.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -598522.187500 Penalty: 4247.308594
	Iteration 18Q: 3 clusters Score -598522.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -598525.625000 Penalty: 4247.308594
	Iteration 19Q: 3 clusters Score -598525.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -598529.812500 Penalty: 4247.308594
	Iteration 20F: 3 clusters Score -598529.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -598534.437500 Penalty: 4247.308594
	Iteration 21Q: 3 clusters Score -598534.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -598537.125000 Penalty: 4247.308594
	Iteration 22Q: 3 clusters Score -598537.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -598545.437500 Penalty: 4247.308594
	Iteration 23Q: 3 clusters Score -598545.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -598548.000000 Penalty: 4247.308594
	Iteration 24Q: 3 clusters Score -598548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -598550.687500 Penalty: 4247.308594
	Iteration 25Q: 3 clusters Score -598550.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -598551.000000 Penalty: 4247.308594
	Iteration 26Q: 3 clusters Score -598551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -598551.000000 Penalty: 4247.308594
	Iteration 27F: 3 clusters Score -598551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (58168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58168 members 
Entering Unmasked Estep 
Score: -6989395.500000 Penalty: 2720.830322
	Iteration 0F: 2 clusters Score -6989396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -6950448.500000 Penalty: 5441.660645
	Iteration 0F: 3 clusters Score -6950448 nChanged 27089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -6965542.500000 Penalty: 5441.660645
	Iteration 1F: 3 clusters Score -6965542 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -6966478.000000 Penalty: 5441.660645
	Iteration 2Q: 3 clusters Score -6966478 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -6967619.000000 Penalty: 5441.660645
	Iteration 3Q: 3 clusters Score -6967619 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -6969123.000000 Penalty: 5441.660645
	Iteration 4F: 3 clusters Score -6969123 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -6970956.000000 Penalty: 5441.660645
	Iteration 5F: 3 clusters Score -6970956 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -6973485.000000 Penalty: 5441.660645
	Iteration 6F: 3 clusters Score -6973485 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -6976320.000000 Penalty: 5441.660645
	Iteration 7F: 3 clusters Score -6976320 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -6978835.500000 Penalty: 5441.660645
	Iteration 8F: 3 clusters Score -6978836 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -6980480.000000 Penalty: 5441.660645
	Iteration 9Q: 3 clusters Score -6980480 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -6981306.500000 Penalty: 5441.660645
	Iteration 10Q: 3 clusters Score -6981306 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -6981924.000000 Penalty: 5441.660645
	Iteration 11Q: 3 clusters Score -6981924 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -6982455.500000 Penalty: 5441.660645
	Iteration 12Q: 3 clusters Score -6982456 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -6982922.000000 Penalty: 5441.660645
	Iteration 13Q: 3 clusters Score -6982922 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -6983285.500000 Penalty: 5441.660645
	Iteration 14Q: 3 clusters Score -6983286 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -6983594.500000 Penalty: 5441.660645
	Iteration 15Q: 3 clusters Score -6983594 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -6983884.500000 Penalty: 5441.660645
	Iteration 16Q: 3 clusters Score -6983884 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -6984178.000000 Penalty: 5441.660645
	Iteration 17Q: 3 clusters Score -6984178 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -6984461.000000 Penalty: 5441.660645
	Iteration 18Q: 3 clusters Score -6984461 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -6984695.000000 Penalty: 5441.660645
	Iteration 19Q: 3 clusters Score -6984695 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49254 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -6984896.000000 Penalty: 5441.660645
	Iteration 20F: 3 clusters Score -6984896 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -6985132.000000 Penalty: 5441.660645
	Iteration 21Q: 3 clusters Score -6985132 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50464 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -6985317.000000 Penalty: 5441.660645
	Iteration 22Q: 3 clusters Score -6985317 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -6985481.500000 Penalty: 5441.660645
	Iteration 23Q: 3 clusters Score -6985482 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51493 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -6985642.000000 Penalty: 5441.660645
	Iteration 24Q: 3 clusters Score -6985642 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -6985803.000000 Penalty: 5441.660645
	Iteration 25Q: 3 clusters Score -6985803 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -6985961.000000 Penalty: 5441.660645
	Iteration 26Q: 3 clusters Score -6985961 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52889 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -6986108.000000 Penalty: 5441.660645
	Iteration 27Q: 3 clusters Score -6986108 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -6986234.000000 Penalty: 5441.660645
	Iteration 28Q: 3 clusters Score -6986234 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53596 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -6986346.000000 Penalty: 5441.660645
	Iteration 29Q: 3 clusters Score -6986346 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53929 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -6986477.500000 Penalty: 5441.660645
	Iteration 30Q: 3 clusters Score -6986478 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -6986608.500000 Penalty: 5441.660645
	Iteration 31Q: 3 clusters Score -6986608 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -6986735.000000 Penalty: 5441.660645
	Iteration 32Q: 3 clusters Score -6986735 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54849 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -6986822.500000 Penalty: 5441.660645
	Iteration 33Q: 3 clusters Score -6986822 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -6986897.000000 Penalty: 5441.660645
	Iteration 34Q: 3 clusters Score -6986897 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55266 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -6986940.500000 Penalty: 5441.660645
	Iteration 35Q: 3 clusters Score -6986940 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55446 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -6986971.500000 Penalty: 5441.660645
	Iteration 36Q: 3 clusters Score -6986972 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -6986999.500000 Penalty: 5441.660645
	Iteration 37Q: 3 clusters Score -6987000 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55729 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -6987043.500000 Penalty: 5441.660645
	Iteration 38Q: 3 clusters Score -6987044 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55840 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -6987068.000000 Penalty: 5441.660645
	Iteration 39Q: 3 clusters Score -6987068 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55917 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -6987079.000000 Penalty: 5441.660645
	Iteration 40F: 3 clusters Score -6987079 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56001 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -6987099.500000 Penalty: 5441.660645
	Iteration 41Q: 3 clusters Score -6987100 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -6987118.500000 Penalty: 5441.660645
	Iteration 42Q: 3 clusters Score -6987118 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56122 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -6987132.500000 Penalty: 5441.660645
	Iteration 43Q: 3 clusters Score -6987132 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56171 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6987146.500000 Penalty: 5441.660645
	Iteration 44Q: 3 clusters Score -6987146 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6987160.000000 Penalty: 5441.660645
	Iteration 45Q: 3 clusters Score -6987160 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -6987184.000000 Penalty: 5441.660645
	Iteration 46Q: 3 clusters Score -6987184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56301 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -6987194.500000 Penalty: 5441.660645
	Iteration 47Q: 3 clusters Score -6987194 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56337 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -6987209.000000 Penalty: 5441.660645
	Iteration 48Q: 3 clusters Score -6987209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56375 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6987220.500000 Penalty: 5441.660645
	Iteration 49Q: 3 clusters Score -6987220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6987219.000000 Penalty: 5441.660645
	Iteration 50Q: 3 clusters Score -6987219 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -6987231.500000 Penalty: 5441.660645
	Iteration 51Q: 3 clusters Score -6987232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56486 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -6987236.500000 Penalty: 5441.660645
	Iteration 52Q: 3 clusters Score -6987236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56505 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -6987249.000000 Penalty: 5441.660645
	Iteration 53Q: 3 clusters Score -6987249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56520 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -6987247.500000 Penalty: 5441.660645
	Iteration 54Q: 3 clusters Score -6987248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56534 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6987249.000000 Penalty: 5441.660645
	Iteration 55Q: 3 clusters Score -6987249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56551 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -6987261.000000 Penalty: 5441.660645
	Iteration 56Q: 3 clusters Score -6987261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56570 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6987247.000000 Penalty: 5441.660645
	Iteration 57Q: 3 clusters Score -6987247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -6987243.500000 Penalty: 5441.660645
	Iteration 58Q: 3 clusters Score -6987244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56598 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6987260.000000 Penalty: 5441.660645
	Iteration 59Q: 3 clusters Score -6987260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56618 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -6987263.500000 Penalty: 5441.660645
	Iteration 60F: 3 clusters Score -6987264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56641 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6987274.500000 Penalty: 5441.660645
	Iteration 61Q: 3 clusters Score -6987274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6987275.500000 Penalty: 5441.660645
	Iteration 62Q: 3 clusters Score -6987276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56688 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6987282.000000 Penalty: 5441.660645
	Iteration 63Q: 3 clusters Score -6987282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56708 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6987291.000000 Penalty: 5441.660645
	Iteration 64Q: 3 clusters Score -6987291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56732 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6987290.500000 Penalty: 5441.660645
	Iteration 65Q: 3 clusters Score -6987290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56754 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -6987291.500000 Penalty: 5441.660645
	Iteration 66Q: 3 clusters Score -6987292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56771 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6987296.500000 Penalty: 5441.660645
	Iteration 67Q: 3 clusters Score -6987296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56794 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6987288.000000 Penalty: 5441.660645
	Iteration 68Q: 3 clusters Score -6987288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56810 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -6987293.500000 Penalty: 5441.660645
	Iteration 69Q: 3 clusters Score -6987294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56824 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -6987293.500000 Penalty: 5441.660645
	Iteration 70Q: 3 clusters Score -6987294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6987294.500000 Penalty: 5441.660645
	Iteration 71Q: 3 clusters Score -6987294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56842 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6987294.500000 Penalty: 5441.660645
	Iteration 72Q: 3 clusters Score -6987294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56855 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6987298.000000 Penalty: 5441.660645
	Iteration 73Q: 3 clusters Score -6987298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56872 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6987308.500000 Penalty: 5441.660645
	Iteration 74Q: 3 clusters Score -6987308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56883 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6987309.000000 Penalty: 5441.660645
	Iteration 75Q: 3 clusters Score -6987309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56890 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -6987307.000000 Penalty: 5441.660645
	Iteration 76Q: 3 clusters Score -6987307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56897 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -6987305.000000 Penalty: 5441.660645
	Iteration 77Q: 3 clusters Score -6987305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56906 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6987320.500000 Penalty: 5441.660645
	Iteration 78Q: 3 clusters Score -6987320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56912 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6987326.500000 Penalty: 5441.660645
	Iteration 79Q: 3 clusters Score -6987326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56922 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -6987320.500000 Penalty: 5441.660645
	Iteration 80F: 3 clusters Score -6987320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56924 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -6987315.500000 Penalty: 5441.660645
	Iteration 81Q: 3 clusters Score -6987316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56929 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6987316.500000 Penalty: 5441.660645
	Iteration 82Q: 3 clusters Score -6987316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56932 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6987318.500000 Penalty: 5441.660645
	Iteration 83Q: 3 clusters Score -6987318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56936 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6987318.000000 Penalty: 5441.660645
	Iteration 84Q: 3 clusters Score -6987318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56938 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6987319.000000 Penalty: 5441.660645
	Iteration 85Q: 3 clusters Score -6987319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56938 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6987319.000000 Penalty: 5441.660645
	Iteration 86F: 3 clusters Score -6987319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Entering Unmasked Estep 
Score: -5452761.500000 Penalty: 2657.907471
	Iteration 0F: 2 clusters Score -5452762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -5422377.500000 Penalty: 5315.814941
	Iteration 0F: 3 clusters Score -5422378 nChanged 20768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -5433914.500000 Penalty: 5315.814941
	Iteration 1F: 3 clusters Score -5433914 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -5434422.000000 Penalty: 5315.814941
	Iteration 2Q: 3 clusters Score -5434422 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -5434946.500000 Penalty: 5315.814941
	Iteration 3Q: 3 clusters Score -5434946 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -5435448.000000 Penalty: 5315.814941
	Iteration 4Q: 3 clusters Score -5435448 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -5436048.500000 Penalty: 5315.814941
	Iteration 5Q: 3 clusters Score -5436048 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -5436841.000000 Penalty: 5315.814941
	Iteration 6Q: 3 clusters Score -5436841 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -5437943.500000 Penalty: 5315.814941
	Iteration 7Q: 3 clusters Score -5437944 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -5439692.000000 Penalty: 5315.814941
	Iteration 8F: 3 clusters Score -5439692 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -5441902.000000 Penalty: 5315.814941
	Iteration 9F: 3 clusters Score -5441902 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -5444448.000000 Penalty: 5315.814941
	Iteration 10F: 3 clusters Score -5444448 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -5446833.000000 Penalty: 5315.814941
	Iteration 11F: 3 clusters Score -5446833 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -5448528.000000 Penalty: 5315.814941
	Iteration 12Q: 3 clusters Score -5448528 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -5449432.500000 Penalty: 5315.814941
	Iteration 13Q: 3 clusters Score -5449432 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5449907.500000 Penalty: 5315.814941
	Iteration 14Q: 3 clusters Score -5449908 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5450179.500000 Penalty: 5315.814941
	Iteration 15Q: 3 clusters Score -5450180 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5450326.000000 Penalty: 5315.814941
	Iteration 16Q: 3 clusters Score -5450326 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5450386.500000 Penalty: 5315.814941
	Iteration 17Q: 3 clusters Score -5450386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5450432.000000 Penalty: 5315.814941
	Iteration 18Q: 3 clusters Score -5450432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5450458.500000 Penalty: 5315.814941
	Iteration 19Q: 3 clusters Score -5450458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5450483.000000 Penalty: 5315.814941
	Iteration 20F: 3 clusters Score -5450483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5450509.500000 Penalty: 5315.814941
	Iteration 21Q: 3 clusters Score -5450510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5450521.500000 Penalty: 5315.814941
	Iteration 22Q: 3 clusters Score -5450522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5450521.500000 Penalty: 5315.814941
	Iteration 23Q: 3 clusters Score -5450522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5450533.000000 Penalty: 5315.814941
	Iteration 24Q: 3 clusters Score -5450533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5450536.000000 Penalty: 5315.814941
	Iteration 25Q: 3 clusters Score -5450536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5450531.500000 Penalty: 5315.814941
	Iteration 26Q: 3 clusters Score -5450532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5450534.500000 Penalty: 5315.814941
	Iteration 27Q: 3 clusters Score -5450534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5450536.000000 Penalty: 5315.814941
	Iteration 28Q: 3 clusters Score -5450536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5450536.000000 Penalty: 5315.814941
	Iteration 29F: 3 clusters Score -5450536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Entering Unmasked Estep 
Score: -3170397.000000 Penalty: 2526.303955
	Iteration 0F: 2 clusters Score -3170397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -3152040.500000 Penalty: 5052.607910
	Iteration 0F: 3 clusters Score -3152040 nChanged 11904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3158487.750000 Penalty: 5052.607910
	Iteration 1F: 3 clusters Score -3158488 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -3158963.000000 Penalty: 5052.607910
	Iteration 2F: 3 clusters Score -3158963 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -3159394.250000 Penalty: 5052.607910
	Iteration 3Q: 3 clusters Score -3159394 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -3159876.000000 Penalty: 5052.607910
	Iteration 4Q: 3 clusters Score -3159876 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3160369.000000 Penalty: 5052.607910
	Iteration 5Q: 3 clusters Score -3160369 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -3161005.250000 Penalty: 5052.607910
	Iteration 6Q: 3 clusters Score -3161005 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -3161730.250000 Penalty: 5052.607910
	Iteration 7Q: 3 clusters Score -3161730 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -3162515.750000 Penalty: 5052.607910
	Iteration 8Q: 3 clusters Score -3162516 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -3163308.000000 Penalty: 5052.607910
	Iteration 9Q: 3 clusters Score -3163308 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -3164067.750000 Penalty: 5052.607910
	Iteration 10Q: 3 clusters Score -3164068 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -3164801.500000 Penalty: 5052.607910
	Iteration 11Q: 3 clusters Score -3164802 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -3165469.250000 Penalty: 5052.607910
	Iteration 12Q: 3 clusters Score -3165469 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -3166076.500000 Penalty: 5052.607910
	Iteration 13Q: 3 clusters Score -3166076 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -3166570.000000 Penalty: 5052.607910
	Iteration 14Q: 3 clusters Score -3166570 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -3166973.750000 Penalty: 5052.607910
	Iteration 15Q: 3 clusters Score -3166974 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -3167341.750000 Penalty: 5052.607910
	Iteration 16Q: 3 clusters Score -3167342 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -3167588.000000 Penalty: 5052.607910
	Iteration 17Q: 3 clusters Score -3167588 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -3167771.000000 Penalty: 5052.607910
	Iteration 18Q: 3 clusters Score -3167771 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -3167883.250000 Penalty: 5052.607910
	Iteration 19Q: 3 clusters Score -3167883 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -3167973.250000 Penalty: 5052.607910
	Iteration 20F: 3 clusters Score -3167973 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -3168027.500000 Penalty: 5052.607910
	Iteration 21Q: 3 clusters Score -3168028 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -3168087.750000 Penalty: 5052.607910
	Iteration 22Q: 3 clusters Score -3168088 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -3168130.750000 Penalty: 5052.607910
	Iteration 23Q: 3 clusters Score -3168131 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -3168157.750000 Penalty: 5052.607910
	Iteration 24Q: 3 clusters Score -3168158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -3168184.250000 Penalty: 5052.607910
	Iteration 25Q: 3 clusters Score -3168184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -3168200.250000 Penalty: 5052.607910
	Iteration 26Q: 3 clusters Score -3168200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -3168212.250000 Penalty: 5052.607910
	Iteration 27Q: 3 clusters Score -3168212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -3168224.250000 Penalty: 5052.607910
	Iteration 28Q: 3 clusters Score -3168224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -3168232.000000 Penalty: 5052.607910
	Iteration 29Q: 3 clusters Score -3168232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -3168242.500000 Penalty: 5052.607910
	Iteration 30Q: 3 clusters Score -3168242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -3168251.750000 Penalty: 5052.607910
	Iteration 31Q: 3 clusters Score -3168252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -3168252.750000 Penalty: 5052.607910
	Iteration 32Q: 3 clusters Score -3168253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -3168264.500000 Penalty: 5052.607910
	Iteration 33Q: 3 clusters Score -3168264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -3168267.250000 Penalty: 5052.607910
	Iteration 34Q: 3 clusters Score -3168267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -3168279.500000 Penalty: 5052.607910
	Iteration 35Q: 3 clusters Score -3168280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -3168280.000000 Penalty: 5052.607910
	Iteration 36Q: 3 clusters Score -3168280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -3168284.000000 Penalty: 5052.607910
	Iteration 37Q: 3 clusters Score -3168284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -3168284.000000 Penalty: 5052.607910
	Iteration 38F: 3 clusters Score -3168284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Entering Unmasked Estep 
Score: -1836236.625000 Penalty: 2389.241455
	Iteration 0F: 2 clusters Score -1836237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1825176.750000 Penalty: 4778.482910
	Iteration 0F: 3 clusters Score -1825177 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1828600.500000 Penalty: 4778.482910
	Iteration 1F: 3 clusters Score -1828600 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1828942.375000 Penalty: 4778.482910
	Iteration 2F: 3 clusters Score -1828942 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1829218.500000 Penalty: 4778.482910
	Iteration 3Q: 3 clusters Score -1829218 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1829439.625000 Penalty: 4778.482910
	Iteration 4Q: 3 clusters Score -1829440 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1829661.875000 Penalty: 4778.482910
	Iteration 5Q: 3 clusters Score -1829662 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1829885.000000 Penalty: 4778.482910
	Iteration 6Q: 3 clusters Score -1829885 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1830131.250000 Penalty: 4778.482910
	Iteration 7Q: 3 clusters Score -1830131 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1830421.625000 Penalty: 4778.482910
	Iteration 8Q: 3 clusters Score -1830422 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1830774.000000 Penalty: 4778.482910
	Iteration 9Q: 3 clusters Score -1830774 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1831242.500000 Penalty: 4778.482910
	Iteration 10Q: 3 clusters Score -1831242 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1831796.125000 Penalty: 4778.482910
	Iteration 11F: 3 clusters Score -1831796 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1832389.250000 Penalty: 4778.482910
	Iteration 12Q: 3 clusters Score -1832389 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1832923.625000 Penalty: 4778.482910
	Iteration 13Q: 3 clusters Score -1832924 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1833395.500000 Penalty: 4778.482910
	Iteration 14Q: 3 clusters Score -1833396 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1833761.625000 Penalty: 4778.482910
	Iteration 15Q: 3 clusters Score -1833762 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1834016.250000 Penalty: 4778.482910
	Iteration 16Q: 3 clusters Score -1834016 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1834200.875000 Penalty: 4778.482910
	Iteration 17Q: 3 clusters Score -1834201 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1834301.750000 Penalty: 4778.482910
	Iteration 18Q: 3 clusters Score -1834302 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1834368.875000 Penalty: 4778.482910
	Iteration 19Q: 3 clusters Score -1834369 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1834415.625000 Penalty: 4778.482910
	Iteration 20F: 3 clusters Score -1834416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1834441.875000 Penalty: 4778.482910
	Iteration 21Q: 3 clusters Score -1834442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1834457.250000 Penalty: 4778.482910
	Iteration 22Q: 3 clusters Score -1834457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1834477.500000 Penalty: 4778.482910
	Iteration 23Q: 3 clusters Score -1834478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1834493.125000 Penalty: 4778.482910
	Iteration 24Q: 3 clusters Score -1834493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1834505.000000 Penalty: 4778.482910
	Iteration 25Q: 3 clusters Score -1834505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1834510.500000 Penalty: 4778.482910
	Iteration 26Q: 3 clusters Score -1834510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1834518.000000 Penalty: 4778.482910
	Iteration 27Q: 3 clusters Score -1834518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1834516.125000 Penalty: 4778.482910
	Iteration 28Q: 3 clusters Score -1834516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1834526.500000 Penalty: 4778.482910
	Iteration 29Q: 3 clusters Score -1834526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1834530.125000 Penalty: 4778.482910
	Iteration 30Q: 3 clusters Score -1834530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1834537.500000 Penalty: 4778.482910
	Iteration 31Q: 3 clusters Score -1834538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1834536.625000 Penalty: 4778.482910
	Iteration 32Q: 3 clusters Score -1834537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1834537.000000 Penalty: 4778.482910
	Iteration 33Q: 3 clusters Score -1834537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1834539.625000 Penalty: 4778.482910
	Iteration 34Q: 3 clusters Score -1834540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1834539.625000 Penalty: 4778.482910
	Iteration 35Q: 3 clusters Score -1834540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1834540.625000 Penalty: 4778.482910
	Iteration 36Q: 3 clusters Score -1834541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1834540.625000 Penalty: 4778.482910
	Iteration 37Q: 3 clusters Score -1834541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1834540.000000 Penalty: 4778.482910
	Iteration 38Q: 3 clusters Score -1834540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1834541.000000 Penalty: 4778.482910
	Iteration 39Q: 3 clusters Score -1834541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1834541.000000 Penalty: 4778.482910
	Iteration 40F: 3 clusters Score -1834541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Entering Unmasked Estep 
Score: -712757.312500 Penalty: 2171.383789
	Iteration 0F: 2 clusters Score -712757.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -707455.937500 Penalty: 4342.767578
	Iteration 0F: 3 clusters Score -707455.9 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -708823.687500 Penalty: 4342.767578
	Iteration 1F: 3 clusters Score -708823.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -709115.062500 Penalty: 4342.767578
	Iteration 2F: 3 clusters Score -709115.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -709399.687500 Penalty: 4342.767578
	Iteration 3F: 3 clusters Score -709399.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -709671.125000 Penalty: 4342.767578
	Iteration 4Q: 3 clusters Score -709671.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -709895.937500 Penalty: 4342.767578
	Iteration 5F: 3 clusters Score -709895.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -710115.187500 Penalty: 4342.767578
	Iteration 6Q: 3 clusters Score -710115.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -710333.750000 Penalty: 4342.767578
	Iteration 7Q: 3 clusters Score -710333.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -710532.937500 Penalty: 4342.767578
	Iteration 8Q: 3 clusters Score -710532.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -710729.875000 Penalty: 4342.767578
	Iteration 9Q: 3 clusters Score -710729.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -710899.750000 Penalty: 4342.767578
	Iteration 10Q: 3 clusters Score -710899.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -711050.312500 Penalty: 4342.767578
	Iteration 11Q: 3 clusters Score -711050.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -711186.062500 Penalty: 4342.767578
	Iteration 12Q: 3 clusters Score -711186.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -711325.687500 Penalty: 4342.767578
	Iteration 13Q: 3 clusters Score -711325.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -711449.812500 Penalty: 4342.767578
	Iteration 14Q: 3 clusters Score -711449.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -711554.187500 Penalty: 4342.767578
	Iteration 15Q: 3 clusters Score -711554.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -711649.062500 Penalty: 4342.767578
	Iteration 16Q: 3 clusters Score -711649.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -711736.312500 Penalty: 4342.767578
	Iteration 17Q: 3 clusters Score -711736.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -711801.812500 Penalty: 4342.767578
	Iteration 18Q: 3 clusters Score -711801.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -711862.250000 Penalty: 4342.767578
	Iteration 19Q: 3 clusters Score -711862.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -711923.250000 Penalty: 4342.767578
	Iteration 20F: 3 clusters Score -711923.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -711976.687500 Penalty: 4342.767578
	Iteration 21Q: 3 clusters Score -711976.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -712024.437500 Penalty: 4342.767578
	Iteration 22Q: 3 clusters Score -712024.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -712082.000000 Penalty: 4342.767578
	Iteration 23Q: 3 clusters Score -712082 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -712129.625000 Penalty: 4342.767578
	Iteration 24Q: 3 clusters Score -712129.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -712177.875000 Penalty: 4342.767578
	Iteration 25Q: 3 clusters Score -712177.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -712220.062500 Penalty: 4342.767578
	Iteration 26Q: 3 clusters Score -712220.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -712257.562500 Penalty: 4342.767578
	Iteration 27Q: 3 clusters Score -712257.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -712311.937500 Penalty: 4342.767578
	Iteration 28Q: 3 clusters Score -712311.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -712374.812500 Penalty: 4342.767578
	Iteration 29Q: 3 clusters Score -712374.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -712449.562500 Penalty: 4342.767578
	Iteration 30Q: 3 clusters Score -712449.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -712501.437500 Penalty: 4342.767578
	Iteration 31Q: 3 clusters Score -712501.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -712529.687500 Penalty: 4342.767578
	Iteration 32Q: 3 clusters Score -712529.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -712542.562500 Penalty: 4342.767578
	Iteration 33Q: 3 clusters Score -712542.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -712553.437500 Penalty: 4342.767578
	Iteration 34Q: 3 clusters Score -712553.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -712560.562500 Penalty: 4342.767578
	Iteration 35Q: 3 clusters Score -712560.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -712568.687500 Penalty: 4342.767578
	Iteration 36Q: 3 clusters Score -712568.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -712579.187500 Penalty: 4342.767578
	Iteration 37Q: 3 clusters Score -712579.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -712584.187500 Penalty: 4342.767578
	Iteration 38Q: 3 clusters Score -712584.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -712589.500000 Penalty: 4342.767578
	Iteration 39Q: 3 clusters Score -712589.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -712591.562500 Penalty: 4342.767578
	Iteration 40F: 3 clusters Score -712591.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -712593.250000 Penalty: 4342.767578
	Iteration 41Q: 3 clusters Score -712593.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -712593.250000 Penalty: 4342.767578
	Iteration 42F: 3 clusters Score -712593.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Entering Unmasked Estep 
Score: -887304.062500 Penalty: 2210.293457
	Iteration 0F: 2 clusters Score -887304.1 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 3625 members 
Entering Unmasked Estep 
Score: -881289.125000 Penalty: 4420.586914
	Iteration 0F: 3 clusters Score -881289.1 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -882866.625000 Penalty: 4420.586914
	Iteration 1F: 3 clusters Score -882866.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -883104.125000 Penalty: 4420.586914
	Iteration 2F: 3 clusters Score -883104.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -883264.875000 Penalty: 4420.586914
	Iteration 3Q: 3 clusters Score -883264.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -883395.562500 Penalty: 4420.586914
	Iteration 4Q: 3 clusters Score -883395.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -883509.687500 Penalty: 4420.586914
	Iteration 5Q: 3 clusters Score -883509.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -883611.062500 Penalty: 4420.586914
	Iteration 6Q: 3 clusters Score -883611.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -883713.187500 Penalty: 4420.586914
	Iteration 7Q: 3 clusters Score -883713.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -883842.750000 Penalty: 4420.586914
	Iteration 8Q: 3 clusters Score -883842.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -884007.625000 Penalty: 4420.586914
	Iteration 9Q: 3 clusters Score -884007.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -884241.250000 Penalty: 4420.586914
	Iteration 10Q: 3 clusters Score -884241.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -884547.687500 Penalty: 4420.586914
	Iteration 11Q: 3 clusters Score -884547.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -884947.500000 Penalty: 4420.586914
	Iteration 12Q: 3 clusters Score -884947.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -885486.750000 Penalty: 4420.586914
	Iteration 13Q: 3 clusters Score -885486.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -886066.625000 Penalty: 4420.586914
	Iteration 14Q: 3 clusters Score -886066.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -886627.937500 Penalty: 4420.586914
	Iteration 15Q: 3 clusters Score -886627.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -886920.375000 Penalty: 4420.586914
	Iteration 16Q: 3 clusters Score -886920.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -886990.937500 Penalty: 4420.586914
	Iteration 17Q: 3 clusters Score -886990.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -887010.187500 Penalty: 4420.586914
	Iteration 18Q: 3 clusters Score -887010.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -887010.875000 Penalty: 4420.586914
	Iteration 19Q: 3 clusters Score -887010.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -887014.937500 Penalty: 4420.586914
	Iteration 20F: 3 clusters Score -887014.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -887014.687500 Penalty: 4420.586914
	Iteration 21Q: 3 clusters Score -887014.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -887015.312500 Penalty: 4420.586914
	Iteration 22Q: 3 clusters Score -887015.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -887015.687500 Penalty: 4420.586914
	Iteration 23Q: 3 clusters Score -887015.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -887015.125000 Penalty: 4420.586914
	Iteration 24Q: 3 clusters Score -887015.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -887015.125000 Penalty: 4420.586914
	Iteration 25F: 3 clusters Score -887015.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -26542.646484 Penalty: 1398.312012
	Iteration 0F: 2 clusters Score -26542.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25412.853516 Penalty: 2796.624023
	Iteration 0F: 3 clusters Score -25412.85 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25612.542969 Penalty: 2796.624023
	Iteration 1F: 3 clusters Score -25612.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -25740.849609 Penalty: 2796.624023
	Iteration 2F: 3 clusters Score -25740.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -25805.955078 Penalty: 2796.624023
	Iteration 3Q: 3 clusters Score -25805.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -25855.580078 Penalty: 2796.624023
	Iteration 4Q: 3 clusters Score -25855.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -25895.050781 Penalty: 2796.624023
	Iteration 5Q: 3 clusters Score -25895.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -25940.150391 Penalty: 2796.624023
	Iteration 6Q: 3 clusters Score -25940.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -25992.033203 Penalty: 2796.624023
	Iteration 7Q: 3 clusters Score -25992.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -26045.296875 Penalty: 2796.624023
	Iteration 8Q: 3 clusters Score -26045.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -26096.019531 Penalty: 2796.624023
	Iteration 9Q: 3 clusters Score -26096.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -26120.162109 Penalty: 2796.624023
	Iteration 10Q: 3 clusters Score -26120.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -26146.724609 Penalty: 2796.624023
	Iteration 11Q: 3 clusters Score -26146.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -26174.507812 Penalty: 2796.624023
	Iteration 12Q: 3 clusters Score -26174.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -26182.232422 Penalty: 2796.624023
	Iteration 13Q: 3 clusters Score -26182.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -26188.763672 Penalty: 2796.624023
	Iteration 14Q: 3 clusters Score -26188.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -26193.113281 Penalty: 2796.624023
	Iteration 15F: 3 clusters Score -26193.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -26220.958984 Penalty: 2796.624023
	Iteration 16Q: 3 clusters Score -26220.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -26240.306641 Penalty: 2796.624023
	Iteration 17Q: 3 clusters Score -26240.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -26274.126953 Penalty: 2796.624023
	Iteration 18Q: 3 clusters Score -26274.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -26274.126953 Penalty: 2796.624023
	Iteration 19F: 3 clusters Score -26274.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Entering Unmasked Estep 
Score: -2139777.500000 Penalty: 2423.995605
	Iteration 0F: 2 clusters Score -2139778 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 8690 members 
Entering Unmasked Estep 
Score: -2127144.250000 Penalty: 4847.991211
	Iteration 0F: 3 clusters Score -2127144 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2131375.000000 Penalty: 4847.991211
	Iteration 1F: 3 clusters Score -2131375 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2131701.250000 Penalty: 4847.991211
	Iteration 2F: 3 clusters Score -2131701 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2131957.500000 Penalty: 4847.991211
	Iteration 3Q: 3 clusters Score -2131958 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2132217.000000 Penalty: 4847.991211
	Iteration 4Q: 3 clusters Score -2132217 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2132503.000000 Penalty: 4847.991211
	Iteration 5Q: 3 clusters Score -2132503 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2132872.500000 Penalty: 4847.991211
	Iteration 6Q: 3 clusters Score -2132872 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2133394.000000 Penalty: 4847.991211
	Iteration 7F: 3 clusters Score -2133394 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2134065.000000 Penalty: 4847.991211
	Iteration 8F: 3 clusters Score -2134065 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2134919.500000 Penalty: 4847.991211
	Iteration 9F: 3 clusters Score -2134920 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2135848.000000 Penalty: 4847.991211
	Iteration 10F: 3 clusters Score -2135848 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2136615.250000 Penalty: 4847.991211
	Iteration 11Q: 3 clusters Score -2136615 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2137089.750000 Penalty: 4847.991211
	Iteration 12Q: 3 clusters Score -2137090 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2137334.500000 Penalty: 4847.991211
	Iteration 13Q: 3 clusters Score -2137334 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2137475.000000 Penalty: 4847.991211
	Iteration 14Q: 3 clusters Score -2137475 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2137555.750000 Penalty: 4847.991211
	Iteration 15Q: 3 clusters Score -2137556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2137600.000000 Penalty: 4847.991211
	Iteration 16Q: 3 clusters Score -2137600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2137625.750000 Penalty: 4847.991211
	Iteration 17Q: 3 clusters Score -2137626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2137646.000000 Penalty: 4847.991211
	Iteration 18Q: 3 clusters Score -2137646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2137655.000000 Penalty: 4847.991211
	Iteration 19Q: 3 clusters Score -2137655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2137666.500000 Penalty: 4847.991211
	Iteration 20F: 3 clusters Score -2137666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2137677.750000 Penalty: 4847.991211
	Iteration 21Q: 3 clusters Score -2137678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2137683.750000 Penalty: 4847.991211
	Iteration 22Q: 3 clusters Score -2137684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2137685.750000 Penalty: 4847.991211
	Iteration 23Q: 3 clusters Score -2137686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2137690.750000 Penalty: 4847.991211
	Iteration 24Q: 3 clusters Score -2137691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2137691.750000 Penalty: 4847.991211
	Iteration 25Q: 3 clusters Score -2137692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2137692.750000 Penalty: 4847.991211
	Iteration 26Q: 3 clusters Score -2137693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2137696.000000 Penalty: 4847.991211
	Iteration 27Q: 3 clusters Score -2137696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2137698.750000 Penalty: 4847.991211
	Iteration 28Q: 3 clusters Score -2137699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2137699.500000 Penalty: 4847.991211
	Iteration 29Q: 3 clusters Score -2137700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2137699.500000 Penalty: 4847.991211
	Iteration 30Q: 3 clusters Score -2137700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2137699.250000 Penalty: 4847.991211
	Iteration 31Q: 3 clusters Score -2137699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2137701.250000 Penalty: 4847.991211
	Iteration 32Q: 3 clusters Score -2137701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2137706.500000 Penalty: 4847.991211
	Iteration 33Q: 3 clusters Score -2137706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2137709.500000 Penalty: 4847.991211
	Iteration 34Q: 3 clusters Score -2137710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2137712.750000 Penalty: 4847.991211
	Iteration 35Q: 3 clusters Score -2137713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2137718.750000 Penalty: 4847.991211
	Iteration 36Q: 3 clusters Score -2137719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2137724.000000 Penalty: 4847.991211
	Iteration 37Q: 3 clusters Score -2137724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2137726.750000 Penalty: 4847.991211
	Iteration 38Q: 3 clusters Score -2137727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2137727.250000 Penalty: 4847.991211
	Iteration 39Q: 3 clusters Score -2137727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2137730.250000 Penalty: 4847.991211
	Iteration 40F: 3 clusters Score -2137730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -92146.117188 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -92146.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -90309.023438 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -90309.02 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -90586.406250 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -90586.41 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -90674.031250 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -90674.03 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -90744.343750 Penalty: 3350.861328
	Iteration 3Q: 3 clusters Score -90744.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -90821.789062 Penalty: 3350.861328
	Iteration 4Q: 3 clusters Score -90821.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -90899.851562 Penalty: 3350.861328
	Iteration 5Q: 3 clusters Score -90899.85 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -90982.242188 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -90982.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -91067.640625 Penalty: 3350.861328
	Iteration 7Q: 3 clusters Score -91067.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -91172.351562 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -91172.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -91289.468750 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -91289.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -91405.609375 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -91405.61 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -91526.070312 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -91526.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -91602.789062 Penalty: 3350.861328
	Iteration 12Q: 3 clusters Score -91602.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -91632.375000 Penalty: 3350.861328
	Iteration 13Q: 3 clusters Score -91632.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -91651.281250 Penalty: 3350.861328
	Iteration 14Q: 3 clusters Score -91651.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -91664.453125 Penalty: 3350.861328
	Iteration 15Q: 3 clusters Score -91664.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -91669.992188 Penalty: 3350.861328
	Iteration 16Q: 3 clusters Score -91669.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -91674.945312 Penalty: 3350.861328
	Iteration 17Q: 3 clusters Score -91674.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -91676.578125 Penalty: 3350.861328
	Iteration 18Q: 3 clusters Score -91676.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -91678.882812 Penalty: 3350.861328
	Iteration 19Q: 3 clusters Score -91678.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -91703.625000 Penalty: 3350.861328
	Iteration 20F: 3 clusters Score -91703.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -91745.937500 Penalty: 3350.861328
	Iteration 21Q: 3 clusters Score -91745.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -91750.195312 Penalty: 3350.861328
	Iteration 22Q: 3 clusters Score -91750.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -91752.390625 Penalty: 3350.861328
	Iteration 23Q: 3 clusters Score -91752.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -91752.390625 Penalty: 3350.861328
	Iteration 24F: 3 clusters Score -91752.39 nChanged 0
--- Evaluating fit on full set of 2049847 points ---
Entering Unmasked Estep 
Score: -239512656.000000 Penalty: 82897.804688
25->24 Clusters: Score -239512656.000000, best is -239694464.000000

Main iterations: 0 (time per=infms)
Total iterations: 63595 (time per=292.167476ms)
Iterations metric 2: 4502636199936.000000 (time per=4.126558ns)
Iterations metric 3: 135078952828928.000000 (time per=137.552078ps)

That took 18580.390625 seconds.
